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Posted to commits@tvm.apache.org by tq...@apache.org on 2022/08/22 12:52:52 UTC
[tvm-site] branch asf-site updated: deploying docs (apache/tvm@7c318d719663e0df3e618bb1cf413fc6628b72bc)
This is an automated email from the ASF dual-hosted git repository.
tqchen pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/tvm-site.git
The following commit(s) were added to refs/heads/asf-site by this push:
new 952431841 deploying docs (apache/tvm@7c318d719663e0df3e618bb1cf413fc6628b72bc)
952431841 is described below
commit 952431841079d2060370e030104faa586bc88565
Author: tvm-bot <95...@users.noreply.github.com>
AuthorDate: Mon Aug 22 12:52:45 2022 +0000
deploying docs (apache/tvm@7c318d719663e0df3e618bb1cf413fc6628b72bc)
---
.../how_to/compile_models/from_darknet.rst.txt | 2 +-
.../how_to/compile_models/from_mxnet.rst.txt | 2 +-
.../how_to/compile_models/from_oneflow.rst.txt | 2 +-
.../how_to/compile_models/from_pytorch.rst.txt | 2 +-
.../how_to/compile_models/from_tensorflow.rst.txt | 2 +-
.../compile_models/sg_execution_times.rst.txt | 22 +-
.../deploy_models/deploy_model_on_android.rst.txt | 2 +-
.../deploy_object_detection_pytorch.rst.txt | 4 +-
.../deploy_models/deploy_prequantized.rst.txt | 6 +-
.../deploy_prequantized_tflite.rst.txt | 4 +-
.../how_to/deploy_models/deploy_quantized.rst.txt | 2 +-
.../deploy_models/deploy_ssd_gluoncv.rst.txt | 4 +-
.../deploy_models/sg_execution_times.rst.txt | 18 +-
.../extend_tvm/bring_your_own_datatypes.rst.txt | 4 +-
.../how_to/extend_tvm/sg_execution_times.rst.txt | 8 +-
.../how_to/extend_tvm/use_pass_instrument.rst.txt | 16 +-
.../optimize_operators/opt_conv_cuda.rst.txt | 2 +-
.../optimize_operators/opt_conv_tensorcore.rst.txt | 2 +-
.../how_to/optimize_operators/opt_gemm.rst.txt | 16 +-
.../optimize_operators/sg_execution_times.rst.txt | 8 +-
.../sg_execution_times.rst.txt | 14 +-
.../tune_conv2d_layer_cuda.rst.txt | 2689 +++++++++++++-------
.../tune_network_cuda.rst.txt | 2 +-
.../tune_network_x86.rst.txt | 4 +-
.../tune_sparse_x86.rst.txt | 116 +-
.../tune_with_autotvm/sg_execution_times.rst.txt | 8 +-
.../tune_with_autotvm/tune_conv2d_cuda.rst.txt | 26 +-
.../work_with_microtvm/micro_autotune.rst.txt | 16 +-
.../how_to/work_with_microtvm/micro_train.rst.txt | 16 +-
.../work_with_microtvm/sg_execution_times.rst.txt | 10 +-
.../work_with_relay/sg_execution_times.rst.txt | 8 +-
.../how_to/work_with_schedules/intrin_math.rst.txt | 2 +-
.../work_with_schedules/sg_execution_times.rst.txt | 14 +-
.../how_to/work_with_schedules/tensorize.rst.txt | 2 +-
.../tutorials/autotvm/sg_execution_times.rst.txt | 6 +-
.../frontend/deploy_classification.rst.txt | 2 +-
.../tutorials/frontend/deploy_detection.rst.txt | 2 +-
.../tutorials/frontend/sg_execution_times.rst.txt | 6 +-
.../tutorials/optimize/sg_execution_times.rst.txt | 6 +-
.../topic/vta/tutorials/sg_execution_times.rst.txt | 6 +-
.../tutorial/auto_scheduler_matmul_x86.rst.txt | 4 +-
docs/_sources/tutorial/autotvm_matmul_x86.rst.txt | 20 +-
docs/_sources/tutorial/autotvm_relay_x86.rst.txt | 58 +-
.../tutorial/cross_compilation_and_rpc.rst.txt | 2 +-
docs/_sources/tutorial/intro_topi.rst.txt | 2 +-
docs/_sources/tutorial/sg_execution_times.rst.txt | 22 +-
.../tutorial/tensor_expr_get_started.rst.txt | 47 +-
docs/commit_hash | 2 +-
docs/how_to/compile_models/from_darknet.html | 2 +-
docs/how_to/compile_models/from_mxnet.html | 2 +-
docs/how_to/compile_models/from_oneflow.html | 14 +-
docs/how_to/compile_models/from_pytorch.html | 4 +-
docs/how_to/compile_models/from_tensorflow.html | 2 +-
docs/how_to/compile_models/sg_execution_times.html | 30 +-
.../deploy_models/deploy_model_on_android.html | 2 +-
.../deploy_object_detection_pytorch.html | 44 +-
docs/how_to/deploy_models/deploy_prequantized.html | 6 +-
.../deploy_models/deploy_prequantized_tflite.html | 4 +-
docs/how_to/deploy_models/deploy_quantized.html | 2 +-
docs/how_to/deploy_models/deploy_ssd_gluoncv.html | 37 +-
docs/how_to/deploy_models/sg_execution_times.html | 22 +-
.../extend_tvm/bring_your_own_datatypes.html | 4 +-
docs/how_to/extend_tvm/sg_execution_times.html | 8 +-
docs/how_to/extend_tvm/use_pass_instrument.html | 16 +-
docs/how_to/optimize_operators/opt_conv_cuda.html | 2 +-
.../optimize_operators/opt_conv_tensorcore.html | 2 +-
docs/how_to/optimize_operators/opt_gemm.html | 16 +-
.../optimize_operators/sg_execution_times.html | 8 +-
.../sg_execution_times.html | 14 +-
.../tune_conv2d_layer_cuda.html | 2689 +++++++++++++-------
.../tune_with_autoscheduler/tune_network_cuda.html | 2 +-
.../tune_with_autoscheduler/tune_network_x86.html | 4 +-
.../tune_with_autoscheduler/tune_sparse_x86.html | 116 +-
.../tune_with_autotvm/sg_execution_times.html | 8 +-
.../how_to/tune_with_autotvm/tune_conv2d_cuda.html | 26 +-
docs/how_to/work_with_microtvm/micro_autotune.html | 16 +-
docs/how_to/work_with_microtvm/micro_train.html | 16 +-
.../work_with_microtvm/sg_execution_times.html | 10 +-
.../how_to/work_with_relay/sg_execution_times.html | 8 +-
docs/how_to/work_with_schedules/intrin_math.html | 2 +-
.../work_with_schedules/sg_execution_times.html | 14 +-
docs/how_to/work_with_schedules/tensorize.html | 2 +-
docs/install/nnpack.html | 12 +-
docs/reference/api/python/auto_scheduler.html | 4 +-
.../api/typedoc/classes/bytestreamreader.html | 12 +-
.../api/typedoc/classes/cachedcallstack.html | 34 +-
docs/reference/api/typedoc/classes/dldatatype.html | 12 +-
docs/reference/api/typedoc/classes/dldevice.html | 10 +-
.../reference/api/typedoc/classes/environment.html | 12 +-
docs/reference/api/typedoc/classes/ffilibrary.html | 20 +-
.../api/typedoc/classes/graphexecutor.html | 16 +-
docs/reference/api/typedoc/classes/instance.html | 40 +-
docs/reference/api/typedoc/classes/memory.html | 34 +-
docs/reference/api/typedoc/classes/module.html | 10 +-
docs/reference/api/typedoc/classes/ndarray.html | 22 +-
.../api/typedoc/classes/packedfunccell.html | 6 +-
docs/reference/api/typedoc/classes/rpcserver.html | 14 +-
docs/reference/api/typedoc/classes/scalar.html | 6 +-
.../api/typedoc/classes/webgpucontext.html | 12 +-
docs/reference/api/typedoc/enums/argtypecode.html | 30 +-
.../api/typedoc/enums/aynccallbackcode.html | 4 +-
.../api/typedoc/enums/dldatatypecode.html | 8 +-
.../api/typedoc/enums/rpcserverstate.html | 12 +-
docs/reference/api/typedoc/enums/sizeof.html | 18 +-
docs/reference/api/typedoc/index.html | 112 +-
.../api/typedoc/interfaces/disposable.html | 2 +-
.../api/typedoc/interfaces/functioninfo.html | 6 +-
.../api/typedoc/interfaces/libraryprovider.html | 4 +-
docs/searchindex.js | 2 +-
.../vta/tutorials/autotvm/sg_execution_times.html | 6 +-
.../tutorials/frontend/deploy_classification.html | 2 +-
.../vta/tutorials/frontend/deploy_detection.html | 2 +-
.../vta/tutorials/frontend/sg_execution_times.html | 6 +-
.../vta/tutorials/optimize/sg_execution_times.html | 6 +-
docs/topic/vta/tutorials/sg_execution_times.html | 6 +-
docs/tutorial/auto_scheduler_matmul_x86.html | 4 +-
docs/tutorial/autotvm_matmul_x86.html | 20 +-
docs/tutorial/autotvm_relay_x86.html | 262 +-
docs/tutorial/cross_compilation_and_rpc.html | 2 +-
docs/tutorial/intro_topi.html | 2 +-
docs/tutorial/sg_execution_times.html | 26 +-
docs/tutorial/tensor_expr_get_started.html | 43 +-
122 files changed, 4575 insertions(+), 2680 deletions(-)
diff --git a/docs/_sources/how_to/compile_models/from_darknet.rst.txt b/docs/_sources/how_to/compile_models/from_darknet.rst.txt
index 319242b84..da95cddab 100644
--- a/docs/_sources/how_to/compile_models/from_darknet.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_darknet.rst.txt
@@ -317,7 +317,7 @@ The process is no different from other examples.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 1.245 seconds)
+ **Total running time of the script:** ( 1 minutes 2.636 seconds)
.. _sphx_glr_download_how_to_compile_models_from_darknet.py:
diff --git a/docs/_sources/how_to/compile_models/from_mxnet.rst.txt b/docs/_sources/how_to/compile_models/from_mxnet.rst.txt
index 5b61f460a..5f591bac9 100644
--- a/docs/_sources/how_to/compile_models/from_mxnet.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_mxnet.rst.txt
@@ -115,7 +115,7 @@ In this section, we download a pretrained imagenet model and classify an image.
.. code-block:: none
- Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zipb48d3745-bc00-4caa-9f35-e8e751d0e9be from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/resnet18_v1-a0666292.zip...
+ Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zipd9909eda-c27f-4f2c-bc0a-55281e43f326 from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/resnet18_v1-a0666292.zip...
x (1, 3, 224, 224)
diff --git a/docs/_sources/how_to/compile_models/from_oneflow.rst.txt b/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
index 90b661fff..25f825b18 100644
--- a/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
@@ -113,7 +113,7 @@ Load a pretrained OneFlow model and save model
.. code-block:: none
Downloading: "https://oneflow-public.oss-cn-beijing.aliyuncs.com/model_zoo/flowvision/classification/ResNet/resnet18.zip" to /workspace/.oneflow/flowvision_cache/resnet18.zip
-
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+
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100%|##########| 41.5M/41.5M [00:01<00:00, 43.3MB/s]
diff --git a/docs/_sources/how_to/compile_models/from_pytorch.rst.txt b/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
index 139df9dc1..ea078071b 100644
--- a/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
@@ -94,7 +94,7 @@ Load a pretrained PyTorch model
.. code-block:: none
Downloading: "https://download.pytorch.org/models/resnet18-f37072fd.pth" to /workspace/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth
-
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+
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100%|##########| 44.7M/44.7M [00:00<00:00, 258MB/s]
diff --git a/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt b/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
index c3c99b9c9..de6d45cca 100644
--- a/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
@@ -423,7 +423,7 @@ Run the corresponding model on tensorflow
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 1.242 seconds)
+ **Total running time of the script:** ( 1 minutes 5.573 seconds)
.. _sphx_glr_download_how_to_compile_models_from_tensorflow.py:
diff --git a/docs/_sources/how_to/compile_models/sg_execution_times.rst.txt b/docs/_sources/how_to/compile_models/sg_execution_times.rst.txt
index 2dd6d95ac..9d040fa61 100644
--- a/docs/_sources/how_to/compile_models/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/compile_models/sg_execution_times.rst.txt
@@ -5,26 +5,26 @@
Computation times
=================
-**04:54.386** total execution time for **how_to_compile_models** files:
+**05:11.218** total execution time for **how_to_compile_models** files:
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``) | 01:01.245 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``) | 01:05.573 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``) | 01:01.242 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``) | 01:02.636 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``) | 00:38.133 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``) | 00:41.766 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``) | 00:27.166 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``) | 00:28.418 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``) | 00:24.910 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_mxnet.py` (``from_mxnet.py``) | 00:26.098 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_mxnet.py` (``from_mxnet.py``) | 00:24.606 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``) | 00:25.143 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``) | 00:21.568 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``) | 00:24.839 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``) | 00:19.378 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``) | 00:19.440 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``) | 00:13.758 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``) | 00:14.897 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``) | 00:02.381 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``) | 00:02.409 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/deploy_models/deploy_model_on_android.rst.txt b/docs/_sources/how_to/deploy_models/deploy_model_on_android.rst.txt
index e12786fe7..1839aa639 100644
--- a/docs/_sources/how_to/deploy_models/deploy_model_on_android.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_model_on_android.rst.txt
@@ -441,7 +441,7 @@ Execute on TVM
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 15.6203 15.6034 15.8034 15.4958 0.0994
+ 15.7451 15.7527 15.8154 15.6461 0.0548
diff --git a/docs/_sources/how_to/deploy_models/deploy_object_detection_pytorch.rst.txt b/docs/_sources/how_to/deploy_models/deploy_object_detection_pytorch.rst.txt
index c70abd222..ccf28e106 100644
--- a/docs/_sources/how_to/deploy_models/deploy_object_detection_pytorch.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_object_detection_pytorch.rst.txt
@@ -123,7 +123,7 @@ Load pre-trained maskrcnn from torchvision and do tracing
.. code-block:: none
Downloading: "https://download.pytorch.org/models/maskrcnn_resnet50_fpn_coco-bf2d0c1e.pth" to /workspace/.cache/torch/hub/checkpoints/maskrcnn_resnet50_fpn_coco-bf2d0c1e.pth
-
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/usr/local/lib/python3.7/dist-packages/torch/nn/functional.py:3878: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).
for i in range(dim)
/usr/local/lib/python3.7/dist-packages/torchvision/models/detection/anchor_utils.py:127: UserWarning: __floordiv__ is deprecated, and its behavior will change in a future version of pytorch. It currently rounds toward 0 (like the 'trunc' function NOT 'floor'). This results in incorrect rounding for negative values. To keep the current behavior, use torch.div(a, b, rounding_mode='trunc'), or for actual floor division, use torch.div(a, b, rounding_mode='floor').
@@ -292,7 +292,7 @@ Get boxes with score larger than 0.9
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 2 minutes 54.032 seconds)
+ **Total running time of the script:** ( 3 minutes 4.575 seconds)
.. _sphx_glr_download_how_to_deploy_models_deploy_object_detection_pytorch.py:
diff --git a/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt b/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt
index cea405c29..965ae9577 100644
--- a/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt
@@ -232,7 +232,7 @@ training. Other models require a full post training calibration.
.. code-block:: none
Downloading: "https://download.pytorch.org/models/mobilenet_v2-b0353104.pth" to /workspace/.cache/torch/hub/checkpoints/mobilenet_v2-b0353104.pth
-
0%| | 0.00/13.6M [00:00<?, ?B/s]
100%|##########| 13.6M/13.6M [00:00<00:00, 176MB/s]
+
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100%|##########| 13.6M/13.6M [00:00<00:00, 182MB/s]
@@ -412,7 +412,7 @@ Here we give an example of how to measure performance of TVM compiled models.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 89.9136 89.8838 90.9485 89.7225 0.1665
+ 90.1227 89.9851 94.1436 89.8768 0.5098
@@ -461,7 +461,7 @@ TODO
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 7.185 seconds)
+ **Total running time of the script:** ( 1 minutes 8.752 seconds)
.. _sphx_glr_download_how_to_deploy_models_deploy_prequantized.py:
diff --git a/docs/_sources/how_to/deploy_models/deploy_prequantized_tflite.rst.txt b/docs/_sources/how_to/deploy_models/deploy_prequantized_tflite.rst.txt
index d8d1e050b..11b12aa8e 100644
--- a/docs/_sources/how_to/deploy_models/deploy_prequantized_tflite.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_prequantized_tflite.rst.txt
@@ -439,7 +439,7 @@ Here we give an example of how to measure performance of TVM compiled models.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 118.9165 118.8441 125.4504 117.4702 0.9391
+ 120.2557 120.1401 131.2114 119.3302 1.1473
@@ -476,7 +476,7 @@ Here we give an example of how to measure performance of TVM compiled models.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 56.786 seconds)
+ **Total running time of the script:** ( 1 minutes 58.674 seconds)
.. _sphx_glr_download_how_to_deploy_models_deploy_prequantized_tflite.py:
diff --git a/docs/_sources/how_to/deploy_models/deploy_quantized.rst.txt b/docs/_sources/how_to/deploy_models/deploy_quantized.rst.txt
index e077b6fca..ad20d4967 100644
--- a/docs/_sources/how_to/deploy_models/deploy_quantized.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_quantized.rst.txt
@@ -255,7 +255,7 @@ We create a Relay VM to build and execute the model.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 18.691 seconds)
+ **Total running time of the script:** ( 1 minutes 30.364 seconds)
.. _sphx_glr_download_how_to_deploy_models_deploy_quantized.py:
diff --git a/docs/_sources/how_to/deploy_models/deploy_ssd_gluoncv.rst.txt b/docs/_sources/how_to/deploy_models/deploy_ssd_gluoncv.rst.txt
index cbd627d11..b4deb6d4d 100644
--- a/docs/_sources/how_to/deploy_models/deploy_ssd_gluoncv.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_ssd_gluoncv.rst.txt
@@ -158,7 +158,7 @@ Convert and compile model for CPU.
data: None
input_sym_arg_type = in_param.infer_type()[0]
Downloading /workspace/.mxnet/models/ssd_512_resnet50_v1_voc-9c8b225a.zip from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/ssd_512_resnet50_v1_voc-9c8b225a.zip...
-
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+
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@@ -241,7 +241,7 @@ Display result
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 2 minutes 32.270 seconds)
+ **Total running time of the script:** ( 2 minutes 44.291 seconds)
.. _sphx_glr_download_how_to_deploy_models_deploy_ssd_gluoncv.py:
diff --git a/docs/_sources/how_to/deploy_models/sg_execution_times.rst.txt b/docs/_sources/how_to/deploy_models/sg_execution_times.rst.txt
index 013f516aa..75728233a 100644
--- a/docs/_sources/how_to/deploy_models/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/deploy_models/sg_execution_times.rst.txt
@@ -5,24 +5,24 @@
Computation times
=================
-**11:02.339** total execution time for **how_to_deploy_models** files:
+**11:43.724** total execution time for **how_to_deploy_models** files:
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_object_detection_pytorch.py` (``deploy_object_detection_pytorch.py``) | 02:54.032 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_object_detection_pytorch.py` (``deploy_object_detection_pytorch.py``) | 03:04.575 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_ssd_gluoncv.py` (``deploy_ssd_gluoncv.py``) | 02:32.270 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_ssd_gluoncv.py` (``deploy_ssd_gluoncv.py``) | 02:44.291 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``) | 01:56.786 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``) | 01:58.674 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_quantized.py` (``deploy_quantized.py``) | 01:18.691 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_quantized.py` (``deploy_quantized.py``) | 01:30.364 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``) | 01:07.185 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``) | 01:08.752 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``) | 00:28.726 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``) | 00:30.028 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_nano.py` (``deploy_model_on_nano.py``) | 00:22.530 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``) | 00:23.547 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``) | 00:22.112 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_nano.py` (``deploy_model_on_nano.py``) | 00:23.486 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_deploy_models_deploy_sparse.py` (``deploy_sparse.py``) | 00:00.006 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/extend_tvm/bring_your_own_datatypes.rst.txt b/docs/_sources/how_to/extend_tvm/bring_your_own_datatypes.rst.txt
index 03484b137..1a6a1cb12 100644
--- a/docs/_sources/how_to/extend_tvm/bring_your_own_datatypes.rst.txt
+++ b/docs/_sources/how_to/extend_tvm/bring_your_own_datatypes.rst.txt
@@ -476,7 +476,7 @@ First let us define two helper functions to get the mobilenet model and a cat im
.. code-block:: none
- Downloading /workspace/.mxnet/models/mobilenet0.25-9f83e440.zipda3bc441-7843-475d-9bb5-80c3a84825b0 from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/mobilenet0.25-9f83e440.zip...
+ Downloading /workspace/.mxnet/models/mobilenet0.25-9f83e440.zip6d92e68e-459f-44f8-88c1-f0645b11a02f from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/mobilenet0.25-9f83e440.zip...
@@ -590,7 +590,7 @@ Now, to actually convert the entire network, we have written `a pass in Relay <h
/workspace/python/tvm/driver/build_module.py:267: UserWarning: target_host parameter is going to be deprecated. Please pass in tvm.target.Target(target, host=target_host) instead.
"target_host parameter is going to be deprecated. "
- Check failed: (lower) is false: Intrinsic lowering function for target llvm, intrinsic name tir.sqrt, type 150 not found
+ Check failed: (lower) is false: FloatImm lowering function for target llvm type 150 not found
diff --git a/docs/_sources/how_to/extend_tvm/sg_execution_times.rst.txt b/docs/_sources/how_to/extend_tvm/sg_execution_times.rst.txt
index a5e35c6c0..8b2824307 100644
--- a/docs/_sources/how_to/extend_tvm/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/extend_tvm/sg_execution_times.rst.txt
@@ -5,14 +5,14 @@
Computation times
=================
-**00:39.703** total execution time for **how_to_extend_tvm** files:
+**00:40.550** total execution time for **how_to_extend_tvm** files:
+-------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_bring_your_own_datatypes.py` (``bring_your_own_datatypes.py``) | 00:36.633 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_bring_your_own_datatypes.py` (``bring_your_own_datatypes.py``) | 00:37.354 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``) | 00:02.158 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``) | 00:02.224 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``) | 00:00.904 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``) | 00:00.963 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_extend_tvm_low_level_custom_pass.py` (``low_level_custom_pass.py``) | 00:00.008 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt b/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt
index 3e2d745e5..6771e54ff 100644
--- a/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt
+++ b/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt
@@ -216,10 +216,10 @@ profile the execution time of each passes.
.. code-block:: none
Printing results of timing profile...
- InferType: 6719us [6719us] (46.37%; 46.37%)
- FoldScaleAxis: 7771us [6us] (53.63%; 53.63%)
- FoldConstant: 7765us [1565us] (53.59%; 99.92%)
- InferType: 6200us [6200us] (42.79%; 79.85%)
+ InferType: 6891us [6891us] (45.89%; 45.89%)
+ FoldScaleAxis: 8125us [6us] (54.11%; 54.11%)
+ FoldConstant: 8119us [1690us] (54.07%; 99.93%)
+ InferType: 6429us [6429us] (42.81%; 79.18%)
@@ -258,10 +258,10 @@ Refer to following sections and :py:func:`tvm.instrument.pass_instrument` for th
.. code-block:: none
Printing results of timing profile...
- InferType: 6226us [6226us] (44.93%; 44.93%)
- FoldScaleAxis: 7632us [5us] (55.07%; 55.07%)
- FoldConstant: 7627us [1526us] (55.04%; 99.94%)
- InferType: 6102us [6102us] (44.03%; 80.00%)
+ InferType: 6343us [6343us] (44.56%; 44.56%)
+ FoldScaleAxis: 7892us [5us] (55.44%; 55.44%)
+ FoldConstant: 7887us [1666us] (55.41%; 99.94%)
+ InferType: 6221us [6221us] (43.70%; 78.87%)
diff --git a/docs/_sources/how_to/optimize_operators/opt_conv_cuda.rst.txt b/docs/_sources/how_to/optimize_operators/opt_conv_cuda.rst.txt
index 0f0c2bc9b..d9dd067c2 100644
--- a/docs/_sources/how_to/optimize_operators/opt_conv_cuda.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/opt_conv_cuda.rst.txt
@@ -340,7 +340,7 @@ latency of convolution.
.. code-block:: none
- Convolution: 54.182593 ms
+ Convolution: 54.155960 ms
diff --git a/docs/_sources/how_to/optimize_operators/opt_conv_tensorcore.rst.txt b/docs/_sources/how_to/optimize_operators/opt_conv_tensorcore.rst.txt
index f6f140b45..0f2043ffb 100644
--- a/docs/_sources/how_to/optimize_operators/opt_conv_tensorcore.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/opt_conv_tensorcore.rst.txt
@@ -671,7 +671,7 @@ be able to run on our build server
.. code-block:: none
- conv2d with tensor core: 6.933340 ms
+ conv2d with tensor core: 7.661256 ms
diff --git a/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt b/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt
index f7da1cdc6..8530c5138 100644
--- a/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt
@@ -143,8 +143,8 @@ Then we write a baseline implementation, the simplest way to write a matrix mult
.. code-block:: none
- Numpy running time: 0.018155
- Baseline: 3.310626
+ Numpy running time: 0.018073
+ Baseline: 3.390426
@@ -239,7 +239,7 @@ fill 32 * 32 * sizeof(float) which is 4KB in the cache whose total size is 32KB
.. code-block:: none
- Opt1: 0.291340
+ Opt1: 0.298848
@@ -342,7 +342,7 @@ In this tutorial, we chose to vectorize the inner loop row data since it is cach
.. code-block:: none
- Opt2: 0.328795
+ Opt2: 0.334904
@@ -438,7 +438,7 @@ the access pattern for A matrix is more cache friendly.
.. code-block:: none
- Opt3: 0.115297
+ Opt3: 0.115506
@@ -563,7 +563,7 @@ flattening.
.. code-block:: none
- Opt4: 0.109046
+ Opt4: 0.110037
@@ -685,7 +685,7 @@ write to C when all the block results are ready.
.. code-block:: none
- Opt5: 0.111041
+ Opt5: 0.111254
@@ -810,7 +810,7 @@ Furthermore, we can also utilize multi-core processors to do the thread-level pa
.. code-block:: none
- Opt6: 0.146703
+ Opt6: 0.148054
diff --git a/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt b/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt
index 4d784561e..6ff8332bb 100644
--- a/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt
@@ -5,12 +5,12 @@
Computation times
=================
-**00:34.006** total execution time for **how_to_optimize_operators** files:
+**00:34.475** total execution time for **how_to_optimize_operators** files:
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``) | 00:31.744 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``) | 00:32.162 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``) | 00:01.231 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``) | 00:01.263 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``) | 00:01.031 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``) | 00:01.050 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt b/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt
index b61682477..a6f7338ed 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt
@@ -5,18 +5,18 @@
Computation times
=================
-**06:08.936** total execution time for **how_to_tune_with_autoscheduler** files:
+**06:33.957** total execution time for **how_to_tune_with_autoscheduler** files:
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``) | 03:22.012 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``) | 03:42.266 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_x86.py` (``tune_network_x86.py``) | 01:21.578 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_x86.py` (``tune_network_x86.py``) | 01:24.015 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``) | 00:46.351 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``) | 00:47.967 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_sparse_x86.py` (``tune_sparse_x86.py``) | 00:21.794 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_sparse_x86.py` (``tune_sparse_x86.py``) | 00:20.968 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``) | 00:08.623 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``) | 00:09.433 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``) | 00:08.578 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``) | 00:09.309 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst.txt b/docs/_sources/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst.txt
index 9c7f7d856..62199a5ef 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst.txt
@@ -240,483 +240,943 @@ cooperative fetching, unrolling and operator fusion.
compute: Buffer(compute_2: Pointer(float32), float32, [25088], [])}
buffer_map = {data_1: data, kernel_1: kernel, bias_1: bias, compute_1: compute}
preflattened_buffer_map = {data_1: data_3: Buffer(data_2, float32, [1, 512, 7, 7], []), kernel_1: kernel_3: Buffer(kernel_2, float32, [512, 512, 3, 3], []), bias_1: bias_3: Buffer(bias_2, float32, [1, 512, 1, 1], []), compute_1: compute_3: Buffer(compute_2, float32, [1, 512, 7, 7], [])} {
- attr [IterVar(blockIdx.x: int32, (nullptr), "ThreadIndex", "blockIdx.x")] "thread_extent" = 28;
- allocate(conv2d_nchw: Pointer(local float32), float32, [14]), storage_scope = local;
- allocate(pad_temp.shared: Pointer(shared float32), float32, [72]), storage_scope = shared;
- allocate(kernel.shared: Pointer(shared float32), float32, [3072]), storage_scope = shared;
- attr [IterVar(threadIdx.x: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64 {
- conv2d_nchw_1: Buffer(conv2d_nchw, float32, [14], [], scope="local", align=32)[0] = 0f32
- conv2d_nchw_1[1] = 0f32
- conv2d_nchw_1[2] = 0f32
- conv2d_nchw_1[3] = 0f32
+ attr [IterVar(blockIdx.x: int32, (nullptr), "ThreadIndex", "blockIdx.x")] "thread_extent" = 16;
+ allocate(conv2d_nchw: Pointer(local float32), float32, [28]), storage_scope = local;
+ allocate(pad_temp.shared: Pointer(shared float32), float32, [1296]), storage_scope = shared;
+ allocate(kernel.shared: Pointer(shared float32), float32, [4608]), storage_scope = shared;
+ attr [IterVar(threadIdx.x: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56 {
+ conv2d_nchw_1: Buffer(conv2d_nchw, float32, [16], [], scope="local", align=16)[0] = 0f32
conv2d_nchw_1[4] = 0f32
- conv2d_nchw_1[5] = 0f32
- conv2d_nchw_1[6] = 0f32
- conv2d_nchw_1[7] = 0f32
conv2d_nchw_1[8] = 0f32
+ conv2d_nchw_1[12] = 0f32
+ conv2d_nchw_1[16] = 0f32
+ conv2d_nchw_1[20] = 0f32
+ conv2d_nchw_1[24] = 0f32
+ conv2d_nchw_1[1] = 0f32
+ conv2d_nchw_1[5] = 0f32
conv2d_nchw_1[9] = 0f32
+ conv2d_nchw_1[13] = 0f32
+ conv2d_nchw_1[17] = 0f32
+ conv2d_nchw_1[21] = 0f32
+ conv2d_nchw_1[25] = 0f32
+ conv2d_nchw_1[2] = 0f32
+ conv2d_nchw_1[6] = 0f32
conv2d_nchw_1[10] = 0f32
+ conv2d_nchw_1[14] = 0f32
+ conv2d_nchw_1[18] = 0f32
+ conv2d_nchw_1[22] = 0f32
+ conv2d_nchw_1[26] = 0f32
+ conv2d_nchw_1[3] = 0f32
+ conv2d_nchw_1[7] = 0f32
conv2d_nchw_1[11] = 0f32
- conv2d_nchw_1[12] = 0f32
- conv2d_nchw_1[13] = 0f32
- for (rc.outer.outer: int32, 0, 64) {
- for (ry.outer.outer: int32, 0, 3) {
- let cse_var_2: int32 = (rc.outer.outer*72)
- let cse_var_1: int32 = (ry.outer.outer*3)
- {
- attr [IterVar(threadIdx.x_1: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64 {
- if @tir.likely((threadIdx.x_1 < 18), dtype=bool) {
- pad_temp.shared_1: Buffer(pad_temp.shared, float32, [72], [], scope="shared")[(threadIdx.x_1*4)] = @tir.if_then_else(((((1 <= (ry.outer.outer + floormod(blockIdx.x, 7))) && ((ry.outer.outer + floormod(blockIdx.x, 7)) < 8)) && (1 <= floormod((threadIdx.x_1*4), 9))) && (floormod((threadIdx.x_1*4), 9) < 8)), data[((((((rc.outer.outer*392) + (floordiv((threadIdx.x_1*4), 9)*49)) + (ry.outer.outer*7)) + (floormod(blockIdx.x, 7)*7)) + floormod((threadIdx.x_1*4), 9)) - 8)], 0f3 [...]
- }
- if @tir.likely((threadIdx.x_1 < 18), dtype=bool) {
- pad_temp.shared_1[((threadIdx.x_1*4) + 1)] = @tir.if_then_else(((((1 <= (ry.outer.outer + floormod(blockIdx.x, 7))) && ((ry.outer.outer + floormod(blockIdx.x, 7)) < 8)) && (1 <= floormod(((threadIdx.x_1*4) + 1), 9))) && (floormod(((threadIdx.x_1*4) + 1), 9) < 8)), data[((((((rc.outer.outer*392) + (floordiv(((threadIdx.x_1*4) + 1), 9)*49)) + (ry.outer.outer*7)) + (floormod(blockIdx.x, 7)*7)) + floormod(((threadIdx.x_1*4) + 1), 9)) - 8)], 0f32, dtype=float32)
- }
- if @tir.likely((threadIdx.x_1 < 18), dtype=bool) {
- pad_temp.shared_1[((threadIdx.x_1*4) + 2)] = @tir.if_then_else(((((1 <= (ry.outer.outer + floormod(blockIdx.x, 7))) && ((ry.outer.outer + floormod(blockIdx.x, 7)) < 8)) && (1 <= floormod(((threadIdx.x_1*4) + 2), 9))) && (floormod(((threadIdx.x_1*4) + 2), 9) < 8)), data[((((((rc.outer.outer*392) + (floordiv(((threadIdx.x_1*4) + 2), 9)*49)) + (ry.outer.outer*7)) + (floormod(blockIdx.x, 7)*7)) + floormod(((threadIdx.x_1*4) + 2), 9)) - 8)], 0f32, dtype=float32)
- }
- if @tir.likely((threadIdx.x_1 < 18), dtype=bool) {
- pad_temp.shared_1[((threadIdx.x_1*4) + 3)] = @tir.if_then_else(((((1 <= (ry.outer.outer + floormod(blockIdx.x, 7))) && ((ry.outer.outer + floormod(blockIdx.x, 7)) < 8)) && (1 <= floormod(((threadIdx.x_1*4) + 3), 9))) && (floormod(((threadIdx.x_1*4) + 3), 9) < 8)), data[((((((rc.outer.outer*392) + (floordiv(((threadIdx.x_1*4) + 3), 9)*49)) + (ry.outer.outer*7)) + (floormod(blockIdx.x, 7)*7)) + floormod(((threadIdx.x_1*4) + 3), 9)) - 8)], 0f32, dtype=float32)
- }
+ conv2d_nchw_1[15] = 0f32
+ conv2d_nchw_1[19] = 0f32
+ conv2d_nchw_1[23] = 0f32
+ conv2d_nchw_1[27] = 0f32
+ for (rc.outer.outer: int32, 0, 32) {
+ let cse_var_2: int32 = (rc.outer.outer*784)
+ let cse_var_1: int32 = (rc.outer.outer*144)
+ {
+ attr [IterVar(threadIdx.x_1: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56 {
+ pad_temp.shared_1: Buffer(pad_temp.shared, float32, [1296], [], scope="shared")[(threadIdx.x_1*8)] = @tir.if_then_else(((((9 <= floormod((threadIdx.x_1*8), 81)) && (floormod((threadIdx.x_1*8), 81) < 72)) && (1 <= floormod((threadIdx.x_1*8), 9))) && (floormod((threadIdx.x_1*8), 9) < 8)), data[((((cse_var_2 + (floordiv((threadIdx.x_1*8), 81)*49)) + (floordiv(floormod((threadIdx.x_1*8), 81), 9)*7)) + floormod((threadIdx.x_1*8), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 1)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 1), 81)) && (floormod(((threadIdx.x_1*8) + 1), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 1), 9))) && (floormod(((threadIdx.x_1*8) + 1), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 1), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 1), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 1), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 2)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 2), 81)) && (floormod(((threadIdx.x_1*8) + 2), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 2), 9))) && (floormod(((threadIdx.x_1*8) + 2), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 2), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 2), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 2), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 3)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 3), 81)) && (floormod(((threadIdx.x_1*8) + 3), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 3), 9))) && (floormod(((threadIdx.x_1*8) + 3), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 3), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 3), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 3), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 4)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 4), 81)) && (floormod(((threadIdx.x_1*8) + 4), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 4), 9))) && (floormod(((threadIdx.x_1*8) + 4), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 4), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 4), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 4), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 5)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 5), 81)) && (floormod(((threadIdx.x_1*8) + 5), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 5), 9))) && (floormod(((threadIdx.x_1*8) + 5), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 5), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 5), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 5), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 6)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 6), 81)) && (floormod(((threadIdx.x_1*8) + 6), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 6), 9))) && (floormod(((threadIdx.x_1*8) + 6), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 6), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 6), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 6), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 7)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 7), 81)) && (floormod(((threadIdx.x_1*8) + 7), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 7), 9))) && (floormod(((threadIdx.x_1*8) + 7), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 7), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 7), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 7), 9)) - 8)], 0f32, dtype=float32)
+ }
+ attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56 {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 448)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 43), 81)) && (floormod(((threadIdx.x_1*8) + 43), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 7), 9))) && (floormod(((threadIdx.x_1*8) + 7), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 448), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 43), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 7), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 449)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 44), 81)) && (floormod(((threadIdx.x_1*8) + 44), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 8), 9))) && (floormod(((threadIdx.x_1*8) + 8), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 449), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 44), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 8), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 450)] = @tir.if_then_else(((((1 <= floormod((floordiv((threadIdx.x_1*8), 9) + 5), 9)) && (floormod(((threadIdx.x_1*8) + 45), 81) < 72)) && (1 <= floormod((threadIdx.x_1*8), 9))) && (floormod((threadIdx.x_1*8), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 450), 81)*49)) + (floormod((floordiv((threadIdx.x_1*8), 9) + 5), 9)*7)) + floormod((threadIdx.x_1*8), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 451)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 46), 81)) && (floormod(((threadIdx.x_1*8) + 46), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 1), 9))) && (floormod(((threadIdx.x_1*8) + 1), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 451), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 46), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 1), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 452)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 47), 81)) && (floormod(((threadIdx.x_1*8) + 47), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 2), 9))) && (floormod(((threadIdx.x_1*8) + 2), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 452), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 47), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 2), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 453)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 48), 81)) && (floormod(((threadIdx.x_1*8) + 48), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 3), 9))) && (floormod(((threadIdx.x_1*8) + 3), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 453), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 48), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 3), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 454)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 49), 81)) && (floormod(((threadIdx.x_1*8) + 49), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 4), 9))) && (floormod(((threadIdx.x_1*8) + 4), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 454), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 49), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 4), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 455)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 50), 81)) && (floormod(((threadIdx.x_1*8) + 50), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 5), 9))) && (floormod(((threadIdx.x_1*8) + 5), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 455), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 50), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 5), 9)) - 8)], 0f32, dtype=float32)
+ }
+ attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56 {
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 896)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 5), 81)) && (floormod(((threadIdx.x_1*8) + 5), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 5), 9))) && (floormod(((threadIdx.x_1*8) + 5), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 896), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 5), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 5), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 897)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 6), 81)) && (floormod(((threadIdx.x_1*8) + 6), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 6), 9))) && (floormod(((threadIdx.x_1*8) + 6), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 897), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 6), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 6), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 898)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 7), 81)) && (floormod(((threadIdx.x_1*8) + 7), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 7), 9))) && (floormod(((threadIdx.x_1*8) + 7), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 898), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 7), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 7), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 899)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 8), 81)) && (floormod(((threadIdx.x_1*8) + 8), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 8), 9))) && (floormod(((threadIdx.x_1*8) + 8), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 899), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 8), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 8), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 900)] = @tir.if_then_else(((((1 <= floormod((floordiv((threadIdx.x_1*8), 9) + 1), 9)) && (floormod(((threadIdx.x_1*8) + 9), 81) < 72)) && (1 <= floormod((threadIdx.x_1*8), 9))) && (floormod((threadIdx.x_1*8), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 900), 81)*49)) + (floormod((floordiv((threadIdx.x_1*8), 9) + 1), 9)*7)) + floormod((threadIdx.x_1*8), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 901)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 10), 81)) && (floormod(((threadIdx.x_1*8) + 10), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 1), 9))) && (floormod(((threadIdx.x_1*8) + 1), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 901), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 10), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 1), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 902)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 11), 81)) && (floormod(((threadIdx.x_1*8) + 11), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 2), 9))) && (floormod(((threadIdx.x_1*8) + 2), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 902), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 11), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 2), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 903)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 12), 81)) && (floormod(((threadIdx.x_1*8) + 12), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 3), 9))) && (floormod(((threadIdx.x_1*8) + 3), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 903), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 12), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 3), 9)) - 8)], 0f32, dtype=float32)
+ }
+ }
+ attr [IterVar(threadIdx.x_2: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1: Buffer(kernel.shared, float32, [4608], [], scope="shared")[threadIdx.x_2] = kernel[(((blockIdx.x*147456) + cse_var_1) + threadIdx.x_2)]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 56)] = kernel[((((blockIdx.x*147456) + cse_var_1) + (floordiv((threadIdx.x_2 + 56), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 112)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 112), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 112), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 168)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 168), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 8)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 224)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 224), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 80), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 280)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 280), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 136), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 336)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 336), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 16)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 392)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 392), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 104), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 448)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 448), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 16), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 504)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 504), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 24)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 560)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 560), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 128), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 616)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 616), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 40), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 672)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 672), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 32), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 728)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 728), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 8), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 784)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 784), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 64), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 840)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 840), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 40), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 896)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 896), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 32), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 952)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 952), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 88), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1008)] = kernel[((((blockIdx.x*147456) + cse_var_1) + threadIdx.x_2) + 32256)]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1064)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1064), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 56), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1120)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1120), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 112), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1176)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1176), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 8)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1232)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1232), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 80), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1288)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1288), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 136), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1344)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1344), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 16)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1400)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1400), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 104), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1456)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1456), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 16), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1512)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1512), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 24)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1568)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1568), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 128), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1624)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1624), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 40), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1680)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1680), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 32), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1736)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1736), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 8), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1792)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1792), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 64), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1848)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1848), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 40), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1904)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1904), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 32), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1960)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1960), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 88), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2016)] = kernel[((((blockIdx.x*147456) + cse_var_1) + threadIdx.x_2) + 64512)]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2072)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2072), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 56), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2128)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2128), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 112), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2184)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2184), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 8)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2240)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2240), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 80), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2296)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2296), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 136), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2352)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2352), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 16)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2408)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2408), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 104), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2464)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2464), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 16), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2520)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2520), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 24)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2576)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2576), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 128), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2632)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2632), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 40), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2688)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2688), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 32), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2744)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2744), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 8), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2800)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2800), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 64), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2856)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2856), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 40), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2912)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2912), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 32), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2968)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2968), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 88), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3024)] = kernel[((((blockIdx.x*147456) + cse_var_1) + threadIdx.x_2) + 96768)]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3080)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3080), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 56), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3136)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3136), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 112), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3192)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3192), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 8)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3248)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3248), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 80), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3304)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3304), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 136), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3360)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3360), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 16)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3416)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3416), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 104), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3472)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3472), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 16), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3528)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3528), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 24)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3584)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3584), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 128), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3640)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3640), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 40), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3696)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3696), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 32), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3752)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3752), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 8), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3808)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3808), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 64), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3864)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3864), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 40), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3920)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3920), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 32), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3976)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3976), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 88), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4032)] = kernel[((((blockIdx.x*147456) + cse_var_1) + threadIdx.x_2) + 129024)]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4088)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4088), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 56), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4144)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4144), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 112), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4200)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4200), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 8)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4256)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4256), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 80), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4312)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4312), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 136), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4368)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4368), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 16)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4424)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4424), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 104), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4480)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4480), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 16), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4536)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4536), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 24)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ if @tir.likely((threadIdx.x_2 < 16), dtype=bool) {
+ kernel.shared_1[(threadIdx.x_2 + 4592)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4592), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 128), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ }
+ for (rc.outer.inner: int32, 0, 2) {
+ for (ry.outer.inner: int32, 0, 3) {
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9))]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9))]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 8)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 8)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 81)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 81)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 89)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 89)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 162)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 162)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 170)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 170)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 243)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 243)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 251)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 251)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 324)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 324)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 332)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 332)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 405)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 405)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 413)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 413)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 486)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 486)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 494)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 494)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 567)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 567)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 575)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 575)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9))]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9))]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 8)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 8)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 81)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 81)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 89)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 89)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 162)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 162)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 170)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 170)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 243)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 243)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 251)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 251)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 324)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 324)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 332)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 332)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 405)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 405)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 413)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 413)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 486)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 486)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 494)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 494)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 567)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 567)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 575)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 575)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
}
- attr [IterVar(threadIdx.x_2: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1: Buffer(kernel.shared, float32, [3072], [], scope="shared")[threadIdx.x_2] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 64)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 64), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 128)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 128), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 192)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 36864)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 256)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 256), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 320)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 320), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 384)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 73728)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 448)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 448), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 512)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 512), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 576)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 110592)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 640)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 640), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 704)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 704), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 768)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 147456)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 832)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 832), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 896)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 896), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 960)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 184320)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1024)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1024), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1088)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1088), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1152)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 221184)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1216)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1216), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1280)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1280), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1344)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 258048)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1408)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1408), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1472)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1472), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1536)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 294912)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1600)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1600), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1664)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1664), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1728)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 331776)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1792)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1792), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1856)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1856), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1920)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 368640)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1984)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1984), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2048)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2048), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2112)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 405504)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2176)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2176), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2240)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2240), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2304)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 442368)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2368)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2368), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2432)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2432), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2496)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 479232)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2560)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2560), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2624)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2624), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2688)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 516096)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2752)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2752), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2816)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2816), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2880)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 552960)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2944)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2944), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 3008)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 3008), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[0]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[9]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[1]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[10]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[2]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[3]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[4]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[5]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[6]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[0]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[9]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[1]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[10]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[2]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[3]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[4]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[5]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[6]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[1]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[10]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[2]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[3]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[4]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[5]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[6]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[7]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[16]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[1]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[10]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[2]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[3]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[4]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[5]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[6]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[7]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[16]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[2]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[3]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[4]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[5]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[6]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[7]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[16]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[8]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[17]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[2]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[3]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[4]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[5]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[6]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[7]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[16]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[8]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[17]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[18]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[27]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[19]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[28]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[18]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[27]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[19]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[28]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[19]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[28]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[25]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[34]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[19]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[28]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[25]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[34]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[25]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[34]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[26]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[35]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[25]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[34]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[26]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[35]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[36]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[45]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[37]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[46]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[36]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[45]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[37]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[46]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[37]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[46]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[43]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[52]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[37]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[46]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[43]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[52]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[43]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[52]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[44]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[53]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[43]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[52]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[44]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[53]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[54]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[63]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[55]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[64]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[54]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[63]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[55]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[64]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[55]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[64]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[61]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[70]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[55]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[64]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[61]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[70]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[61]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[70]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[62]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[71]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[61]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[70]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[62]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[71]*kernel.shared_1[((threadIdx.x*48) + 47)]))
}
}
}
- for (i1.inner: int32, 0, 2) {
- for (i3.inner: int32, 0, 7) {
- compute[(((((floordiv(blockIdx.x, 7)*6272) + (threadIdx.x*98)) + (i1.inner*49)) + (floormod(blockIdx.x, 7)*7)) + i3.inner)] = max((conv2d_nchw_1[((i1.inner*7) + i3.inner)] + bias[(((floordiv(blockIdx.x, 7)*128) + (threadIdx.x*2)) + i1.inner)]), 0f32)
- }
+ for (i1.inner: int32, 0, 4) {
+ compute[((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7))] = max((conv2d_nchw_1[i1.inner] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 1)] = max((conv2d_nchw_1[(i1.inner + 4)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 2)] = max((conv2d_nchw_1[(i1.inner + 8)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 3)] = max((conv2d_nchw_1[(i1.inner + 12)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 4)] = max((conv2d_nchw_1[(i1.inner + 16)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 5)] = max((conv2d_nchw_1[(i1.inner + 20)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 6)] = max((conv2d_nchw_1[(i1.inner + 24)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
}
}
}
@@ -771,7 +1231,7 @@ We build the binary and check its correctness and performance.
.. code-block:: none
- Execution time of this operator: 0.361 ms
+ Execution time of this operator: 0.393 ms
@@ -819,37 +1279,37 @@ They can be used for debugging and learning the behavior of the auto-scheduler.
conv2d_nchw_nn_o_o_i, conv2d_nchw_nn_o_i = s[conv2d_nchw].split(conv2d_nchw_nn_o_i, factor=1)
conv2d_nchw_nn_o_o_o_i, conv2d_nchw_nn_o_o_i = s[conv2d_nchw].split(conv2d_nchw_nn_o_o_i, factor=1)
conv2d_nchw_nn_o_o_o_o, conv2d_nchw_nn_o_o_o_i = s[conv2d_nchw].split(conv2d_nchw_nn_o_o_o_i, factor=1)
- conv2d_nchw_ff_o_i, conv2d_nchw_ff_i = s[conv2d_nchw].split(conv2d_nchw_ff, factor=1)
+ conv2d_nchw_ff_o_i, conv2d_nchw_ff_i = s[conv2d_nchw].split(conv2d_nchw_ff, factor=2)
conv2d_nchw_ff_o_o_i, conv2d_nchw_ff_o_i = s[conv2d_nchw].split(conv2d_nchw_ff_o_i, factor=2)
- conv2d_nchw_ff_o_o_o_i, conv2d_nchw_ff_o_o_i = s[conv2d_nchw].split(conv2d_nchw_ff_o_o_i, factor=64)
+ conv2d_nchw_ff_o_o_o_i, conv2d_nchw_ff_o_o_i = s[conv2d_nchw].split(conv2d_nchw_ff_o_o_i, factor=8)
conv2d_nchw_ff_o_o_o_o, conv2d_nchw_ff_o_o_o_i = s[conv2d_nchw].split(conv2d_nchw_ff_o_o_o_i, factor=1)
conv2d_nchw_yy_o_i, conv2d_nchw_yy_i = s[conv2d_nchw].split(conv2d_nchw_yy, factor=1)
conv2d_nchw_yy_o_o_i, conv2d_nchw_yy_o_i = s[conv2d_nchw].split(conv2d_nchw_yy_o_i, factor=1)
- conv2d_nchw_yy_o_o_o_i, conv2d_nchw_yy_o_o_i = s[conv2d_nchw].split(conv2d_nchw_yy_o_o_i, factor=1)
+ conv2d_nchw_yy_o_o_o_i, conv2d_nchw_yy_o_o_i = s[conv2d_nchw].split(conv2d_nchw_yy_o_o_i, factor=7)
conv2d_nchw_yy_o_o_o_o, conv2d_nchw_yy_o_o_o_i = s[conv2d_nchw].split(conv2d_nchw_yy_o_o_o_i, factor=1)
conv2d_nchw_xx_o_i, conv2d_nchw_xx_i = s[conv2d_nchw].split(conv2d_nchw_xx, factor=1)
- conv2d_nchw_xx_o_o_i, conv2d_nchw_xx_o_i = s[conv2d_nchw].split(conv2d_nchw_xx_o_i, factor=7)
+ conv2d_nchw_xx_o_o_i, conv2d_nchw_xx_o_i = s[conv2d_nchw].split(conv2d_nchw_xx_o_i, factor=1)
conv2d_nchw_xx_o_o_o_i, conv2d_nchw_xx_o_o_i = s[conv2d_nchw].split(conv2d_nchw_xx_o_o_i, factor=1)
- conv2d_nchw_xx_o_o_o_o, conv2d_nchw_xx_o_o_o_i = s[conv2d_nchw].split(conv2d_nchw_xx_o_o_o_i, factor=1)
- conv2d_nchw_rc_o_i, conv2d_nchw_rc_i = s[conv2d_nchw].split(conv2d_nchw_rc, factor=2)
- conv2d_nchw_rc_o_o, conv2d_nchw_rc_o_i = s[conv2d_nchw].split(conv2d_nchw_rc_o_i, factor=4)
+ conv2d_nchw_xx_o_o_o_o, conv2d_nchw_xx_o_o_o_i = s[conv2d_nchw].split(conv2d_nchw_xx_o_o_o_i, factor=7)
+ conv2d_nchw_rc_o_i, conv2d_nchw_rc_i = s[conv2d_nchw].split(conv2d_nchw_rc, factor=8)
+ conv2d_nchw_rc_o_o, conv2d_nchw_rc_o_i = s[conv2d_nchw].split(conv2d_nchw_rc_o_i, factor=2)
conv2d_nchw_ry_o_i, conv2d_nchw_ry_i = s[conv2d_nchw].split(conv2d_nchw_ry, factor=1)
- conv2d_nchw_ry_o_o, conv2d_nchw_ry_o_i = s[conv2d_nchw].split(conv2d_nchw_ry_o_i, factor=1)
- conv2d_nchw_rx_o_i, conv2d_nchw_rx_i = s[conv2d_nchw].split(conv2d_nchw_rx, factor=1)
- conv2d_nchw_rx_o_o, conv2d_nchw_rx_o_i = s[conv2d_nchw].split(conv2d_nchw_rx_o_i, factor=3)
+ conv2d_nchw_ry_o_o, conv2d_nchw_ry_o_i = s[conv2d_nchw].split(conv2d_nchw_ry_o_i, factor=3)
+ conv2d_nchw_rx_o_i, conv2d_nchw_rx_i = s[conv2d_nchw].split(conv2d_nchw_rx, factor=3)
+ conv2d_nchw_rx_o_o, conv2d_nchw_rx_o_i = s[conv2d_nchw].split(conv2d_nchw_rx_o_i, factor=1)
s[conv2d_nchw].reorder(conv2d_nchw_nn_o_o_o_o, conv2d_nchw_ff_o_o_o_o, conv2d_nchw_yy_o_o_o_o, conv2d_nchw_xx_o_o_o_o, conv2d_nchw_nn_o_o_o_i, conv2d_nchw_ff_o_o_o_i, conv2d_nchw_yy_o_o_o_i, conv2d_nchw_xx_o_o_o_i, conv2d_nchw_nn_o_o_i, conv2d_nchw_ff_o_o_i, conv2d_nchw_yy_o_o_i, conv2d_nchw_xx_o_o_i, conv2d_nchw_rc_o_o, conv2d_nchw_ry_o_o, conv2d_nchw_rx_o_o, conv2d_nchw_rc_o_i, conv2d_nchw_ry_o_i, conv2d_nchw_rx_o_i, conv2d_nchw_nn_o_i, conv2d_nchw_ff_o_i, conv2d_nchw_yy_o_i, conv2 [...]
compute_i0_o_i, compute_i0_i = s[compute].split(compute_i0, factor=1)
compute_i0_o_o_i, compute_i0_o_i = s[compute].split(compute_i0_o_i, factor=1)
compute_i0_o_o_o, compute_i0_o_o_i = s[compute].split(compute_i0_o_o_i, factor=1)
- compute_i1_o_i, compute_i1_i = s[compute].split(compute_i1, factor=2)
- compute_i1_o_o_i, compute_i1_o_i = s[compute].split(compute_i1_o_i, factor=64)
+ compute_i1_o_i, compute_i1_i = s[compute].split(compute_i1, factor=4)
+ compute_i1_o_o_i, compute_i1_o_i = s[compute].split(compute_i1_o_i, factor=8)
compute_i1_o_o_o, compute_i1_o_o_i = s[compute].split(compute_i1_o_o_i, factor=1)
compute_i2_o_i, compute_i2_i = s[compute].split(compute_i2, factor=1)
- compute_i2_o_o_i, compute_i2_o_i = s[compute].split(compute_i2_o_i, factor=1)
+ compute_i2_o_o_i, compute_i2_o_i = s[compute].split(compute_i2_o_i, factor=7)
compute_i2_o_o_o, compute_i2_o_o_i = s[compute].split(compute_i2_o_o_i, factor=1)
- compute_i3_o_i, compute_i3_i = s[compute].split(compute_i3, factor=7)
+ compute_i3_o_i, compute_i3_i = s[compute].split(compute_i3, factor=1)
compute_i3_o_o_i, compute_i3_o_i = s[compute].split(compute_i3_o_i, factor=1)
- compute_i3_o_o_o, compute_i3_o_o_i = s[compute].split(compute_i3_o_o_i, factor=1)
+ compute_i3_o_o_o, compute_i3_o_o_i = s[compute].split(compute_i3_o_o_i, factor=7)
s[compute].reorder(compute_i0_o_o_o, compute_i1_o_o_o, compute_i2_o_o_o, compute_i3_o_o_o, compute_i0_o_o_i, compute_i1_o_o_i, compute_i2_o_o_i, compute_i3_o_o_i, compute_i0_o_i, compute_i1_o_i, compute_i2_o_i, compute_i3_o_i, compute_i0_i, compute_i1_i, compute_i2_i, compute_i3_i)
s[conv2d_nchw].compute_at(s[compute], compute_i3_o_i)
kernel_shared = s.cache_read(kernel, "shared", [conv2d_nchw])
@@ -868,14 +1328,14 @@ They can be used for debugging and learning the behavior of the auto-scheduler.
kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused = s[kernel_shared].fuse(kernel_shared_ax0, kernel_shared_ax1, kernel_shared_ax2, kernel_shared_ax3)
kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i = s[kernel_shared].split(kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused, factor=1)
s[kernel_shared].vectorize(kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i)
- kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o, kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i = s[kernel_shared].split(kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, factor=64)
+ kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o, kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i = s[kernel_shared].split(kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, factor=56)
s[kernel_shared].bind(kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i, te.thread_axis("threadIdx.x"))
pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused = s[pad_temp_shared].fuse(pad_temp_shared_ax0, pad_temp_shared_ax1, pad_temp_shared_ax2, pad_temp_shared_ax3)
- pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i = s[pad_temp_shared].split(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused, factor=4)
+ pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i = s[pad_temp_shared].split(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused, factor=8)
s[pad_temp_shared].vectorize(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i)
- pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o, pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i = s[pad_temp_shared].split(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, factor=64)
+ pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o, pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i = s[pad_temp_shared].split(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, factor=56)
s[pad_temp_shared].bind(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i, te.thread_axis("threadIdx.x"))
- s[conv2d_nchw].pragma(conv2d_nchw_nn_o_o_o_o, "auto_unroll_max_step", 512)
+ s[conv2d_nchw].pragma(conv2d_nchw_nn_o_o_o_o, "auto_unroll_max_step", 1024)
s[conv2d_nchw].pragma(conv2d_nchw_nn_o_o_o_o, "unroll_explicit", True)
CUDA source code:
@@ -893,430 +1353,851 @@ They can be used for debugging and learning the behavior of the auto-scheduler.
#define int64_t long long
#define uint64_t unsigned long long
#endif
- extern "C" __global__ void __launch_bounds__(64) default_function_kernel0(float* __restrict__ data, float* __restrict__ kernel, float* __restrict__ compute, float* __restrict__ bias) {
- float conv2d_nchw[14];
- __shared__ float pad_temp_shared[72];
- __shared__ float kernel_shared[3072];
+ extern "C" __global__ void __launch_bounds__(56) default_function_kernel0(float* __restrict__ data, float* __restrict__ kernel, float* __restrict__ compute, float* __restrict__ bias) {
+ float conv2d_nchw[28];
+ __shared__ float pad_temp_shared[1296];
+ __shared__ float kernel_shared[4608];
conv2d_nchw[0] = 0.000000e+00f;
- conv2d_nchw[1] = 0.000000e+00f;
- conv2d_nchw[2] = 0.000000e+00f;
- conv2d_nchw[3] = 0.000000e+00f;
conv2d_nchw[4] = 0.000000e+00f;
- conv2d_nchw[5] = 0.000000e+00f;
- conv2d_nchw[6] = 0.000000e+00f;
- conv2d_nchw[7] = 0.000000e+00f;
conv2d_nchw[8] = 0.000000e+00f;
+ conv2d_nchw[12] = 0.000000e+00f;
+ conv2d_nchw[16] = 0.000000e+00f;
+ conv2d_nchw[20] = 0.000000e+00f;
+ conv2d_nchw[24] = 0.000000e+00f;
+ conv2d_nchw[1] = 0.000000e+00f;
+ conv2d_nchw[5] = 0.000000e+00f;
conv2d_nchw[9] = 0.000000e+00f;
+ conv2d_nchw[13] = 0.000000e+00f;
+ conv2d_nchw[17] = 0.000000e+00f;
+ conv2d_nchw[21] = 0.000000e+00f;
+ conv2d_nchw[25] = 0.000000e+00f;
+ conv2d_nchw[2] = 0.000000e+00f;
+ conv2d_nchw[6] = 0.000000e+00f;
conv2d_nchw[10] = 0.000000e+00f;
+ conv2d_nchw[14] = 0.000000e+00f;
+ conv2d_nchw[18] = 0.000000e+00f;
+ conv2d_nchw[22] = 0.000000e+00f;
+ conv2d_nchw[26] = 0.000000e+00f;
+ conv2d_nchw[3] = 0.000000e+00f;
+ conv2d_nchw[7] = 0.000000e+00f;
conv2d_nchw[11] = 0.000000e+00f;
- conv2d_nchw[12] = 0.000000e+00f;
- conv2d_nchw[13] = 0.000000e+00f;
- for (int rc_outer_outer = 0; rc_outer_outer < 64; ++rc_outer_outer) {
- for (int ry_outer_outer = 0; ry_outer_outer < 3; ++ry_outer_outer) {
- __syncthreads();
- if (((int)threadIdx.x) < 18) {
- pad_temp_shared[(((int)threadIdx.x) * 4)] = (((((1 <= (ry_outer_outer + (((int)blockIdx.x) % 7))) && ((ry_outer_outer + (((int)blockIdx.x) % 7)) < 8)) && (1 <= ((((int)threadIdx.x) * 4) % 9))) && (((((int)threadIdx.x) * 4) % 9) < 8)) ? data[((((((rc_outer_outer * 392) + (((((int)threadIdx.x) * 4) / 9) * 49)) + (ry_outer_outer * 7)) + ((((int)blockIdx.x) % 7) * 7)) + ((((int)threadIdx.x) * 4) % 9)) - 8)] : 0.000000e+00f);
- }
- if (((int)threadIdx.x) < 18) {
- pad_temp_shared[((((int)threadIdx.x) * 4) + 1)] = (((((1 <= (ry_outer_outer + (((int)blockIdx.x) % 7))) && ((ry_outer_outer + (((int)blockIdx.x) % 7)) < 8)) && (1 <= (((((int)threadIdx.x) * 4) + 1) % 9))) && ((((((int)threadIdx.x) * 4) + 1) % 9) < 8)) ? data[((((((rc_outer_outer * 392) + ((((((int)threadIdx.x) * 4) + 1) / 9) * 49)) + (ry_outer_outer * 7)) + ((((int)blockIdx.x) % 7) * 7)) + (((((int)threadIdx.x) * 4) + 1) % 9)) - 8)] : 0.000000e+00f);
- }
- if (((int)threadIdx.x) < 18) {
- pad_temp_shared[((((int)threadIdx.x) * 4) + 2)] = (((((1 <= (ry_outer_outer + (((int)blockIdx.x) % 7))) && ((ry_outer_outer + (((int)blockIdx.x) % 7)) < 8)) && (1 <= (((((int)threadIdx.x) * 4) + 2) % 9))) && ((((((int)threadIdx.x) * 4) + 2) % 9) < 8)) ? data[((((((rc_outer_outer * 392) + ((((((int)threadIdx.x) * 4) + 2) / 9) * 49)) + (ry_outer_outer * 7)) + ((((int)blockIdx.x) % 7) * 7)) + (((((int)threadIdx.x) * 4) + 2) % 9)) - 8)] : 0.000000e+00f);
- }
- if (((int)threadIdx.x) < 18) {
- pad_temp_shared[((((int)threadIdx.x) * 4) + 3)] = (((((1 <= (ry_outer_outer + (((int)blockIdx.x) % 7))) && ((ry_outer_outer + (((int)blockIdx.x) % 7)) < 8)) && (1 <= (((((int)threadIdx.x) * 4) + 3) % 9))) && ((((((int)threadIdx.x) * 4) + 3) % 9) < 8)) ? data[((((((rc_outer_outer * 392) + ((((((int)threadIdx.x) * 4) + 3) / 9) * 49)) + (ry_outer_outer * 7)) + ((((int)blockIdx.x) % 7) * 7)) + (((((int)threadIdx.x) * 4) + 3) % 9)) - 8)] : 0.000000e+00f);
+ conv2d_nchw[15] = 0.000000e+00f;
+ conv2d_nchw[19] = 0.000000e+00f;
+ conv2d_nchw[23] = 0.000000e+00f;
+ conv2d_nchw[27] = 0.000000e+00f;
+ for (int rc_outer_outer = 0; rc_outer_outer < 32; ++rc_outer_outer) {
+ __syncthreads();
+ pad_temp_shared[(((int)threadIdx.x) * 8)] = (((((9 <= ((((int)threadIdx.x) * 8) % 81)) && (((((int)threadIdx.x) * 8) % 81) < 72)) && (1 <= ((((int)threadIdx.x) * 8) % 9))) && (((((int)threadIdx.x) * 8) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + (((((int)threadIdx.x) * 8) / 81) * 49)) + ((((((int)threadIdx.x) * 8) % 81) / 9) * 7)) + ((((int)threadIdx.x) * 8) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 1)] = (((((9 <= (((((int)threadIdx.x) * 8) + 1) % 81)) && ((((((int)threadIdx.x) * 8) + 1) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 1) % 9))) && ((((((int)threadIdx.x) * 8) + 1) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 1) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 1) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 1) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 2)] = (((((9 <= (((((int)threadIdx.x) * 8) + 2) % 81)) && ((((((int)threadIdx.x) * 8) + 2) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 2) % 9))) && ((((((int)threadIdx.x) * 8) + 2) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 2) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 2) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 2) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 3)] = (((((9 <= (((((int)threadIdx.x) * 8) + 3) % 81)) && ((((((int)threadIdx.x) * 8) + 3) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 3) % 9))) && ((((((int)threadIdx.x) * 8) + 3) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 3) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 3) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 3) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 4)] = (((((9 <= (((((int)threadIdx.x) * 8) + 4) % 81)) && ((((((int)threadIdx.x) * 8) + 4) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 4) % 9))) && ((((((int)threadIdx.x) * 8) + 4) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 4) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 4) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 4) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 5)] = (((((9 <= (((((int)threadIdx.x) * 8) + 5) % 81)) && ((((((int)threadIdx.x) * 8) + 5) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 5) % 9))) && ((((((int)threadIdx.x) * 8) + 5) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 5) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 5) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 5) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 6)] = (((((9 <= (((((int)threadIdx.x) * 8) + 6) % 81)) && ((((((int)threadIdx.x) * 8) + 6) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 6) % 9))) && ((((((int)threadIdx.x) * 8) + 6) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 6) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 6) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 6) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 7)] = (((((9 <= (((((int)threadIdx.x) * 8) + 7) % 81)) && ((((((int)threadIdx.x) * 8) + 7) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 7) % 9))) && ((((((int)threadIdx.x) * 8) + 7) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 7) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 7) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 7) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 448)] = (((((9 <= (((((int)threadIdx.x) * 8) + 43) % 81)) && ((((((int)threadIdx.x) * 8) + 43) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 7) % 9))) && ((((((int)threadIdx.x) * 8) + 7) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 448) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 43) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 7) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 449)] = (((((9 <= (((((int)threadIdx.x) * 8) + 44) % 81)) && ((((((int)threadIdx.x) * 8) + 44) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 8) % 9))) && ((((((int)threadIdx.x) * 8) + 8) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 449) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 44) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 8) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 450)] = (((((1 <= ((((((int)threadIdx.x) * 8) / 9) + 5) % 9)) && ((((((int)threadIdx.x) * 8) + 45) % 81) < 72)) && (1 <= ((((int)threadIdx.x) * 8) % 9))) && (((((int)threadIdx.x) * 8) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 450) / 81) * 49)) + (((((((int)threadIdx.x) * 8) / 9) + 5) % 9) * 7)) + ((((int)threadIdx.x) * 8) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 451)] = (((((9 <= (((((int)threadIdx.x) * 8) + 46) % 81)) && ((((((int)threadIdx.x) * 8) + 46) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 1) % 9))) && ((((((int)threadIdx.x) * 8) + 1) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 451) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 46) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 1) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 452)] = (((((9 <= (((((int)threadIdx.x) * 8) + 47) % 81)) && ((((((int)threadIdx.x) * 8) + 47) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 2) % 9))) && ((((((int)threadIdx.x) * 8) + 2) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 452) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 47) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 2) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 453)] = (((((9 <= (((((int)threadIdx.x) * 8) + 48) % 81)) && ((((((int)threadIdx.x) * 8) + 48) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 3) % 9))) && ((((((int)threadIdx.x) * 8) + 3) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 453) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 48) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 3) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 454)] = (((((9 <= (((((int)threadIdx.x) * 8) + 49) % 81)) && ((((((int)threadIdx.x) * 8) + 49) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 4) % 9))) && ((((((int)threadIdx.x) * 8) + 4) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 454) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 49) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 4) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 455)] = (((((9 <= (((((int)threadIdx.x) * 8) + 50) % 81)) && ((((((int)threadIdx.x) * 8) + 50) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 5) % 9))) && ((((((int)threadIdx.x) * 8) + 5) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 455) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 50) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 5) % 9)) - 8)] : 0.000000e+00f);
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 896)] = (((((9 <= (((((int)threadIdx.x) * 8) + 5) % 81)) && ((((((int)threadIdx.x) * 8) + 5) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 5) % 9))) && ((((((int)threadIdx.x) * 8) + 5) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 896) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 5) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 5) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 897)] = (((((9 <= (((((int)threadIdx.x) * 8) + 6) % 81)) && ((((((int)threadIdx.x) * 8) + 6) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 6) % 9))) && ((((((int)threadIdx.x) * 8) + 6) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 897) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 6) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 6) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 898)] = (((((9 <= (((((int)threadIdx.x) * 8) + 7) % 81)) && ((((((int)threadIdx.x) * 8) + 7) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 7) % 9))) && ((((((int)threadIdx.x) * 8) + 7) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 898) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 7) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 7) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 899)] = (((((9 <= (((((int)threadIdx.x) * 8) + 8) % 81)) && ((((((int)threadIdx.x) * 8) + 8) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 8) % 9))) && ((((((int)threadIdx.x) * 8) + 8) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 899) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 8) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 8) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 900)] = (((((1 <= ((((((int)threadIdx.x) * 8) / 9) + 1) % 9)) && ((((((int)threadIdx.x) * 8) + 9) % 81) < 72)) && (1 <= ((((int)threadIdx.x) * 8) % 9))) && (((((int)threadIdx.x) * 8) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 900) / 81) * 49)) + (((((((int)threadIdx.x) * 8) / 9) + 1) % 9) * 7)) + ((((int)threadIdx.x) * 8) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 901)] = (((((9 <= (((((int)threadIdx.x) * 8) + 10) % 81)) && ((((((int)threadIdx.x) * 8) + 10) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 1) % 9))) && ((((((int)threadIdx.x) * 8) + 1) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 901) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 10) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 1) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 902)] = (((((9 <= (((((int)threadIdx.x) * 8) + 11) % 81)) && ((((((int)threadIdx.x) * 8) + 11) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 2) % 9))) && ((((((int)threadIdx.x) * 8) + 2) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 902) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 11) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 2) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 903)] = (((((9 <= (((((int)threadIdx.x) * 8) + 12) % 81)) && ((((((int)threadIdx.x) * 8) + 12) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 3) % 9))) && ((((((int)threadIdx.x) * 8) + 3) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 903) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 12) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 3) % 9)) - 8)] : 0.000000e+00f);
+ }
+ kernel_shared[((int)threadIdx.x)] = kernel[(((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + ((int)threadIdx.x))];
+ kernel_shared[(((int)threadIdx.x) + 56)] = kernel[((((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 56) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 112)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 112) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 112) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 168)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 168) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 24)];
+ kernel_shared[(((int)threadIdx.x) + 224)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 224) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 80) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 280)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 280) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 136) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 336)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 336) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 48)];
+ kernel_shared[(((int)threadIdx.x) + 392)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 392) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 104) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 448)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 448) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 16) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 504)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 504) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 72)];
+ kernel_shared[(((int)threadIdx.x) + 560)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 560) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 128) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 616)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 616) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 40) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 672)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 672) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 32) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 728)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 728) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 8) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 784)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 784) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 64) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 840)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 840) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 40) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 896)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 896) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 32) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 952)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 952) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 88) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1008)] = kernel[((((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 32256)];
+ kernel_shared[(((int)threadIdx.x) + 1064)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1064) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 56) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1120)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1120) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 112) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1176)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1176) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 24)];
+ kernel_shared[(((int)threadIdx.x) + 1232)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1232) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 80) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1288)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1288) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 136) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1344)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1344) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 48)];
+ kernel_shared[(((int)threadIdx.x) + 1400)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1400) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 104) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1456)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1456) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 16) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1512)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1512) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 72)];
+ kernel_shared[(((int)threadIdx.x) + 1568)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1568) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 128) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1624)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1624) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 40) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1680)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1680) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 32) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1736)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1736) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 8) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1792)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1792) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 64) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1848)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1848) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 40) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1904)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1904) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 32) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1960)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1960) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 88) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2016)] = kernel[((((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 64512)];
+ kernel_shared[(((int)threadIdx.x) + 2072)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2072) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 56) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2128)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2128) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 112) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2184)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2184) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 24)];
+ kernel_shared[(((int)threadIdx.x) + 2240)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2240) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 80) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2296)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2296) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 136) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2352)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2352) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 48)];
+ kernel_shared[(((int)threadIdx.x) + 2408)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2408) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 104) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2464)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2464) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 16) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2520)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2520) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 72)];
+ kernel_shared[(((int)threadIdx.x) + 2576)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2576) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 128) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2632)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2632) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 40) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2688)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2688) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 32) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2744)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2744) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 8) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2800)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2800) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 64) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2856)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2856) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 40) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2912)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2912) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 32) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2968)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2968) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 88) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3024)] = kernel[((((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 96768)];
+ kernel_shared[(((int)threadIdx.x) + 3080)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3080) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 56) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3136)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3136) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 112) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3192)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3192) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 24)];
+ kernel_shared[(((int)threadIdx.x) + 3248)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3248) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 80) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3304)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3304) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 136) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3360)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3360) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 48)];
+ kernel_shared[(((int)threadIdx.x) + 3416)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3416) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 104) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3472)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3472) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 16) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3528)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3528) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 72)];
+ kernel_shared[(((int)threadIdx.x) + 3584)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3584) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 128) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3640)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3640) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 40) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3696)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3696) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 32) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3752)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3752) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 8) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3808)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3808) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 64) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3864)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3864) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 40) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3920)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3920) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 32) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3976)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3976) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 88) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4032)] = kernel[((((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 129024)];
+ kernel_shared[(((int)threadIdx.x) + 4088)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4088) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 56) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4144)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4144) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 112) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4200)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4200) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 24)];
+ kernel_shared[(((int)threadIdx.x) + 4256)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4256) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 80) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4312)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4312) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 136) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4368)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4368) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 48)];
+ kernel_shared[(((int)threadIdx.x) + 4424)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4424) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 104) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4480)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4480) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 16) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4536)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4536) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 72)];
+ if (((int)threadIdx.x) < 16) {
+ kernel_shared[(((int)threadIdx.x) + 4592)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4592) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 128) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ }
+ __syncthreads();
+ for (int rc_outer_inner = 0; rc_outer_inner < 2; ++rc_outer_inner) {
+ for (int ry_outer_inner = 0; ry_outer_inner < 3; ++ry_outer_inner) {
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[(((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9))] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[(((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9))] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 8)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 8)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 81)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 81)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 89)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 89)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 162)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 162)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 170)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 170)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 243)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 243)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 251)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 251)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 324)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 324)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 332)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 332)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 405)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 405)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 413)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 413)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 486)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 486)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 494)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 494)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 567)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 567)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 575)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 575)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[(((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9))] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[(((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9))] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 8)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 8)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 81)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 81)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 89)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 89)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 162)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 162)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 170)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 170)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 243)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 243)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 251)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 251)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 324)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 324)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 332)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 332)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 405)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 405)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 413)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 413)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 486)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 486)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 494)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 494)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 567)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 567)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 575)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 575)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
}
- kernel_shared[((int)threadIdx.x)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3))];
- kernel_shared[(((int)threadIdx.x) + 64)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 64) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 128)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 128) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 192)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 36864)];
- kernel_shared[(((int)threadIdx.x) + 256)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 256) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 320)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 320) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 384)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 73728)];
- kernel_shared[(((int)threadIdx.x) + 448)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 448) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 512)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 512) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 576)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 110592)];
- kernel_shared[(((int)threadIdx.x) + 640)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 640) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 704)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 704) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 768)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 147456)];
- kernel_shared[(((int)threadIdx.x) + 832)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 832) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 896)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 896) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 960)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 184320)];
- kernel_shared[(((int)threadIdx.x) + 1024)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1024) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1088)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1088) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1152)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 221184)];
- kernel_shared[(((int)threadIdx.x) + 1216)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1216) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1280)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1280) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1344)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 258048)];
- kernel_shared[(((int)threadIdx.x) + 1408)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1408) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1472)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1472) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1536)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 294912)];
- kernel_shared[(((int)threadIdx.x) + 1600)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1600) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1664)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1664) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1728)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 331776)];
- kernel_shared[(((int)threadIdx.x) + 1792)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1792) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1856)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1856) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1920)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 368640)];
- kernel_shared[(((int)threadIdx.x) + 1984)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1984) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2048)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2048) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2112)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 405504)];
- kernel_shared[(((int)threadIdx.x) + 2176)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2176) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2240)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2240) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2304)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 442368)];
- kernel_shared[(((int)threadIdx.x) + 2368)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2368) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2432)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2432) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2496)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 479232)];
- kernel_shared[(((int)threadIdx.x) + 2560)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2560) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2624)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2624) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2688)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 516096)];
- kernel_shared[(((int)threadIdx.x) + 2752)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2752) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2816)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2816) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2880)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 552960)];
- kernel_shared[(((int)threadIdx.x) + 2944)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2944) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 3008)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 3008) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- __syncthreads();
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[0] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[9] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[1] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[10] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[2] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[3] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[4] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[5] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[6] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[0] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[9] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[1] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[10] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[2] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[3] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[4] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[5] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[6] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[1] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[10] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[2] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[3] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[4] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[5] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[6] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[7] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[16] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[1] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[10] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[2] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[3] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[4] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[5] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[6] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[7] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[16] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[2] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[3] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[4] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[5] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[6] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[7] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[16] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[8] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[17] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[2] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[3] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[4] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[5] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[6] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[7] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[16] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[8] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[17] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[18] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[27] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[19] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[28] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[18] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[27] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[19] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[28] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[19] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[28] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[25] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[34] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[19] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[28] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[25] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[34] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[25] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[34] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[26] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[35] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[25] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[34] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[26] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[35] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[36] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[45] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[37] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[46] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[36] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[45] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[37] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[46] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[37] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[46] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[43] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[52] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[37] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[46] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[43] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[52] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[43] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[52] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[44] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[53] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[43] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[52] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[44] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[53] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[54] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[63] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[55] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[64] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[54] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[63] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[55] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[64] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[55] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[64] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[61] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[70] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[55] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[64] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[61] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[70] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[61] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[70] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[62] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[71] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[61] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[70] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[62] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[71] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
}
}
- for (int i1_inner = 0; i1_inner < 2; ++i1_inner) {
- for (int i3_inner = 0; i3_inner < 7; ++i3_inner) {
- compute[((((((((int)blockIdx.x) / 7) * 6272) + (((int)threadIdx.x) * 98)) + (i1_inner * 49)) + ((((int)blockIdx.x) % 7) * 7)) + i3_inner)] = max((conv2d_nchw[((i1_inner * 7) + i3_inner)] + bias[((((((int)blockIdx.x) / 7) * 128) + (((int)threadIdx.x) * 2)) + i1_inner)]), 0.000000e+00f);
- }
+ for (int i1_inner = 0; i1_inner < 4; ++i1_inner) {
+ compute[((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7))] = max((conv2d_nchw[i1_inner] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 1)] = max((conv2d_nchw[(i1_inner + 4)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 2)] = max((conv2d_nchw[(i1_inner + 8)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 3)] = max((conv2d_nchw[(i1_inner + 12)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 4)] = max((conv2d_nchw[(i1_inner + 16)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 5)] = max((conv2d_nchw[(i1_inner + 20)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 6)] = max((conv2d_nchw[(i1_inner + 24)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
}
}
@@ -1378,7 +2259,7 @@ In the example below we resume the status and do more 5 trials.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 3 minutes 22.012 seconds)
+ **Total running time of the script:** ( 3 minutes 42.266 seconds)
.. _sphx_glr_download_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py:
diff --git a/docs/_sources/how_to/tune_with_autoscheduler/tune_network_cuda.rst.txt b/docs/_sources/how_to/tune_with_autoscheduler/tune_network_cuda.rst.txt
index c1b8de087..004e16ca2 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/tune_network_cuda.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/tune_network_cuda.rst.txt
@@ -647,7 +647,7 @@ so we can read the log file and load the best schedules.
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 9.9235 9.9427 9.9785 9.8494 0.0544
+ 10.0557 10.0584 10.0794 10.0294 0.0205
diff --git a/docs/_sources/how_to/tune_with_autoscheduler/tune_network_x86.rst.txt b/docs/_sources/how_to/tune_with_autoscheduler/tune_network_x86.rst.txt
index 7332a8ee1..83caadf2c 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/tune_network_x86.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/tune_network_x86.rst.txt
@@ -666,7 +666,7 @@ so we can read the log file and load the best schedules.
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 756.4247 755.5638 758.1695 755.5409 1.2338
+ 756.6551 756.4193 757.5851 755.9609 0.6838
@@ -694,7 +694,7 @@ Other Tips
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 21.578 seconds)
+ **Total running time of the script:** ( 1 minutes 24.015 seconds)
.. _sphx_glr_download_how_to_tune_with_autoscheduler_tune_network_x86.py:
diff --git a/docs/_sources/how_to/tune_with_autoscheduler/tune_sparse_x86.rst.txt b/docs/_sources/how_to/tune_with_autoscheduler/tune_sparse_x86.rst.txt
index 2bfe3e66a..c5827f8f7 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/tune_sparse_x86.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/tune_sparse_x86.rst.txt
@@ -397,32 +397,104 @@ layout transformation, parallelization, vectorization, unrolling, and operator f
placeholder_4: Buffer(placeholder_14: Pointer(float32), float32, [65536], []),
compute: Buffer(compute_2: Pointer(float32), float32, [65536], [])}
buffer_map = {placeholder_5: placeholder, placeholder_6: placeholder_1, placeholder_7: placeholder_2, placeholder_8: placeholder_3, placeholder_9: placeholder_4, compute_1: compute}
- preflattened_buffer_map = {placeholder_5: placeholder_15: Buffer(placeholder_10, float32, [128, 256], []), placeholder_8: placeholder_16: Buffer(placeholder_13, int32, [33], []), placeholder_9: placeholder_17: Buffer(placeholder_14, float32, [128, 512], []), placeholder_6: placeholder_18: Buffer(placeholder_11, float32, [4916, 16, 1], []), placeholder_7: placeholder_19: Buffer(placeholder_12, int32, [4916], []), compute_1: compute_3: Buffer(compute_2, float32, [128, 512], [])} {
- for (i0.outer.i1.outer.fused: int32, 0, 512) "parallel" {
- allocate(compute_4: Pointer(global float32), float32, [128]), storage_scope = global {
- for (i.outer.inner: int32, 0, 2) {
- for (nb_j.inner: int32, 0, 2) {
- for (i.inner.init: int32, 0, 2) {
- for (j.init: int32, 0, 16) {
- compute_5: Buffer(compute_4, float32, [128], [])[((((i.outer.inner*64) + (i.inner.init*32)) + (nb_j.inner*16)) + j.init)] = 0f32
+ preflattened_buffer_map = {placeholder_8: placeholder_15: Buffer(placeholder_13, int32, [33], []), placeholder_5: placeholder_16: Buffer(placeholder_10, float32, [128, 256], []), placeholder_6: placeholder_17: Buffer(placeholder_11, float32, [4916, 16, 1], []), compute_1: compute_3: Buffer(compute_2, float32, [128, 512], []), placeholder_9: placeholder_18: Buffer(placeholder_14, float32, [128, 512], []), placeholder_7: placeholder_19: Buffer(placeholder_12, int32, [4916], [])} {
+ for (i0.outer.i1.outer.fused: int32, 0, 256) "parallel" {
+ allocate(compute_4: Pointer(global float32), float32, [256]), storage_scope = global {
+ for (i.inner.init: int32, 0, 16) {
+ let cse_var_1: int32 = (i.inner.init*16)
+ {
+ compute_5: Buffer(compute_4, float32, [256], [])[cse_var_1] = 0f32
+ compute_5[(cse_var_1 + 1)] = 0f32
+ compute_5[(cse_var_1 + 2)] = 0f32
+ compute_5[(cse_var_1 + 3)] = 0f32
+ compute_5[(cse_var_1 + 4)] = 0f32
+ compute_5[(cse_var_1 + 5)] = 0f32
+ compute_5[(cse_var_1 + 6)] = 0f32
+ compute_5[(cse_var_1 + 7)] = 0f32
+ compute_5[(cse_var_1 + 8)] = 0f32
+ compute_5[(cse_var_1 + 9)] = 0f32
+ compute_5[(cse_var_1 + 10)] = 0f32
+ compute_5[(cse_var_1 + 11)] = 0f32
+ compute_5[(cse_var_1 + 12)] = 0f32
+ compute_5[(cse_var_1 + 13)] = 0f32
+ compute_5[(cse_var_1 + 14)] = 0f32
+ compute_5[(cse_var_1 + 15)] = 0f32
+ }
+ }
+ for (elem_idx: int32, 0, let cse_var_2: int32 = floormod(i0.outer.i1.outer.fused, 32) in (placeholder_3[(cse_var_2 + 1)] - placeholder_3[cse_var_2])) {
+ for (i.inner: int32, 0, 16) {
+ let cse_var_3: int32 = floormod(i0.outer.i1.outer.fused, 32)
+ {
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_4: int32 = (i.inner*16)
+ compute_5[cse_var_4] = (compute_5[cse_var_4] + (placeholder_1[((placeholder_3[cse_var_3]*16) + (elem_idx*16))]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
}
- }
- for (elem_idx: int32, 0, let cse_var_1: int32 = ((floormod(i0.outer.i1.outer.fused, 16)*2) + nb_j.inner) in (placeholder_3[(cse_var_1 + 1)] - placeholder_3[cse_var_1])) {
- for (i.inner: int32, 0, 2) {
- for (j: int32, 0, 16) {
- let cse_var_3: int32 = ((floormod(i0.outer.i1.outer.fused, 16)*2) + nb_j.inner)
- let cse_var_2: int32 = ((((i.outer.inner*64) + (i.inner*32)) + (nb_j.inner*16)) + j)
- compute_5[cse_var_2] = (compute_5[cse_var_2] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + j)]*max(placeholder[((((floordiv(i0.outer.i1.outer.fused, 16)*1024) + (i.outer.inner*512)) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
- }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_5: int32 = ((i.inner*16) + 1)
+ compute_5[cse_var_5] = (compute_5[cse_var_5] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 1)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_6: int32 = ((i.inner*16) + 2)
+ compute_5[cse_var_6] = (compute_5[cse_var_6] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 2)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_7: int32 = ((i.inner*16) + 3)
+ compute_5[cse_var_7] = (compute_5[cse_var_7] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 3)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_8: int32 = ((i.inner*16) + 4)
+ compute_5[cse_var_8] = (compute_5[cse_var_8] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 4)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_9: int32 = ((i.inner*16) + 5)
+ compute_5[cse_var_9] = (compute_5[cse_var_9] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 5)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_10: int32 = ((i.inner*16) + 6)
+ compute_5[cse_var_10] = (compute_5[cse_var_10] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 6)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_11: int32 = ((i.inner*16) + 7)
+ compute_5[cse_var_11] = (compute_5[cse_var_11] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 7)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_12: int32 = ((i.inner*16) + 8)
+ compute_5[cse_var_12] = (compute_5[cse_var_12] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 8)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_13: int32 = ((i.inner*16) + 9)
+ compute_5[cse_var_13] = (compute_5[cse_var_13] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 9)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_14: int32 = ((i.inner*16) + 10)
+ compute_5[cse_var_14] = (compute_5[cse_var_14] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 10)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_15: int32 = ((i.inner*16) + 11)
+ compute_5[cse_var_15] = (compute_5[cse_var_15] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 11)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_16: int32 = ((i.inner*16) + 12)
+ compute_5[cse_var_16] = (compute_5[cse_var_16] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 12)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_17: int32 = ((i.inner*16) + 13)
+ compute_5[cse_var_17] = (compute_5[cse_var_17] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 13)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_18: int32 = ((i.inner*16) + 14)
+ compute_5[cse_var_18] = (compute_5[cse_var_18] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 14)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_19: int32 = ((i.inner*16) + 15)
+ compute_5[cse_var_19] = (compute_5[cse_var_19] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 15)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
}
}
}
}
- for (i0.inner: int32, 0, 4) {
- for (i1.inner: int32, 0, 32) {
- let cse_var_4: int32 = ((((floordiv(i0.outer.i1.outer.fused, 16)*2048) + (i0.inner*512)) + (floormod(i0.outer.i1.outer.fused, 16)*32)) + i1.inner)
- compute[cse_var_4] = max((compute_5[((i0.inner*32) + i1.inner)] + placeholder_4[cse_var_4]), 0f32)
- }
+ for (i0.inner: int32, 0, 16) {
+ let cse_var_20: int32 = (((floordiv(i0.outer.i1.outer.fused, 32)*8192) + (i0.inner*512)) + (floormod(i0.outer.i1.outer.fused, 32)*16))
+ compute[ramp(cse_var_20, 1, 16)] = max((compute_5[ramp((i0.inner*16), 1, 16)] + placeholder_4[ramp(cse_var_20, 1, 16)]), broadcast(0f32, 16))
}
}
}
@@ -478,7 +550,7 @@ We build the binary and check its correctness and performance.
.. code-block:: none
- Execution time of this operator: 1.864 ms
+ Execution time of this operator: 1.949 ms
diff --git a/docs/_sources/how_to/tune_with_autotvm/sg_execution_times.rst.txt b/docs/_sources/how_to/tune_with_autotvm/sg_execution_times.rst.txt
index 3b3c5d49f..0ae7d2d21 100644
--- a/docs/_sources/how_to/tune_with_autotvm/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/tune_with_autotvm/sg_execution_times.rst.txt
@@ -5,14 +5,14 @@
Computation times
=================
-**00:45.717** total execution time for **how_to_tune_with_autotvm** files:
+**00:47.220** total execution time for **how_to_tune_with_autotvm** files:
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``) | 00:45.681 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``) | 00:47.183 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``) | 00:00.020 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``) | 00:00.021 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_cuda.py` (``tune_relay_cuda.py``) | 00:00.005 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_cuda.py` (``tune_relay_cuda.py``) | 00:00.006 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_arm.py` (``tune_relay_arm.py``) | 00:00.005 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/tune_with_autotvm/tune_conv2d_cuda.rst.txt b/docs/_sources/how_to/tune_with_autotvm/tune_conv2d_cuda.rst.txt
index 6ba28cdc8..9b7e3d755 100644
--- a/docs/_sources/how_to/tune_with_autotvm/tune_conv2d_cuda.rst.txt
+++ b/docs/_sources/how_to/tune_with_autotvm/tune_conv2d_cuda.rst.txt
@@ -1156,8 +1156,8 @@ for this template
TimeoutError
[('tile_f', [-1, 2, 1, 64]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 1, 4]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,4909501
- No: 9 GFLOPS: 194.07/194.07 result: MeasureResult(costs=(0.001192890988888889,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.778578281402588, timestamp=1661159094.1274717) [('tile_f', [-1, 1, 4, 8]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 2, 2]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,5072689
- No: 10 GFLOPS: 0.00/194.07 result: Traceback (most recent call last):
+ No: 9 GFLOPS: 179.39/179.39 result: MeasureResult(costs=(0.0012904945777777778,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.059077024459839, timestamp=1661168398.0820603) [('tile_f', [-1, 1, 4, 8]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 2, 2]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,5072689
+ No: 10 GFLOPS: 0.00/179.39 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -1280,8 +1280,8 @@ for this template
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 871, in verify_pass
raise InstantiationError("Skipped because of invalid gpu kernel")
tvm.autotvm.task.space.InstantiationError: Skipped because of invalid gpu kernel [('tile_f', [-1, 4, 4, 8]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 1, 7]), ('tile_rc', [-1, 64, 2]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,5092711
- No: 11 GFLOPS: 260.24/260.24 result: MeasureResult(costs=(0.0008895672375690607,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7495803833007812, timestamp=1661159095.0562756) [('tile_f', [-1, 8, 2, 1]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 2, 1]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,4264713
- No: 12 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+ No: 11 GFLOPS: 260.33/260.33 result: MeasureResult(costs=(0.0008892533812154697,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.4739665985107422, timestamp=1661168398.9937072) [('tile_f', [-1, 8, 2, 1]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 2, 1]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,4264713
+ No: 12 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -1404,7 +1404,7 @@ for this template
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 871, in verify_pass
raise InstantiationError("Skipped because of invalid gpu kernel")
tvm.autotvm.task.space.InstantiationError: Skipped because of invalid gpu kernel [('tile_f', [-1, 128, 1, 2]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 1, 256]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 0)],None,183542
- No: 13 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+ No: 13 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -1527,7 +1527,7 @@ for this template
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 871, in verify_pass
raise InstantiationError("Skipped because of invalid gpu kernel")
tvm.autotvm.task.space.InstantiationError: Skipped because of invalid gpu kernel [('tile_f', [-1, 4, 8, 8]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 1, 64]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 0)],None,2482196
- No: 14 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+ No: 14 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -1650,9 +1650,9 @@ for this template
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 871, in verify_pass
raise InstantiationError("Skipped because of invalid gpu kernel")
tvm.autotvm.task.space.InstantiationError: Skipped because of invalid gpu kernel [('tile_f', [-1, 64, 1, 4]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 1, 1, 7]), ('tile_rc', [-1, 4, 2]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,10306226
- No: 15 GFLOPS: 5.27/260.24 result: MeasureResult(costs=(0.043901103999999996,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.8409273624420166, timestamp=1661159099.5796323) [('tile_f', [-1, 2, 2, 8]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 4, 8]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,5330964
- No: 16 GFLOPS: 3.36/260.24 result: MeasureResult(costs=(0.06898110724999999,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.516399145126343, timestamp=1661159100.8107717) [('tile_f', [-1, 8, 4, 4]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 1, 7]), ('tile_rc', [-1, 4, 1]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 0)],None,2140058
- No: 17 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+ No: 15 GFLOPS: 5.44/260.33 result: MeasureResult(costs=(0.04252716275,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.824040174484253, timestamp=1661168403.5869548) [('tile_f', [-1, 2, 2, 8]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 4, 8]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,5330964
+ No: 16 GFLOPS: 3.35/260.33 result: MeasureResult(costs=(0.06918992175,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.597599267959595, timestamp=1661168404.8252556) [('tile_f', [-1, 8, 4, 4]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 1, 7]), ('tile_rc', [-1, 4, 1]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 0)],None,2140058
+ No: 17 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 142, in build
res = future.result()
File "/usr/lib/python3.7/concurrent/futures/_base.py", line 435, in result
@@ -1670,8 +1670,8 @@ for this template
TimeoutError
[('tile_f', [-1, 2, 2, 1]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 4, 16]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,10195251
- No: 18 GFLOPS: 28.01/260.24 result: MeasureResult(costs=(0.008265164928571428,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.2885780334472656, timestamp=1661159111.8205795) [('tile_f', [-1, 4, 8, 4]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 1, 4]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,6068603
- No: 19 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+ No: 18 GFLOPS: 26.03/260.33 result: MeasureResult(costs=(0.008893833583333333,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.1983880996704102, timestamp=1661168415.7517054) [('tile_f', [-1, 4, 8, 4]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 1, 4]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,6068603
+ No: 19 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -1794,7 +1794,7 @@ for this template
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 871, in verify_pass
raise InstantiationError("Skipped because of invalid gpu kernel")
tvm.autotvm.task.space.InstantiationError: Skipped because of invalid gpu kernel [('tile_f', [-1, 16, 4, 8]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 4, 128]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,6956993
- No: 20 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+ No: 20 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -1973,7 +1973,7 @@ and measure running time.
Best config:
[('tile_f', [-1, 8, 2, 1]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 2, 1]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,4264713
Finish loading 20 records
- Time cost of this operator: 0.001239
+ Time cost of this operator: 0.001255
diff --git a/docs/_sources/how_to/work_with_microtvm/micro_autotune.rst.txt b/docs/_sources/how_to/work_with_microtvm/micro_autotune.rst.txt
index b3bd63607..9ea7057f3 100644
--- a/docs/_sources/how_to/work_with_microtvm/micro_autotune.rst.txt
+++ b/docs/_sources/how_to/work_with_microtvm/micro_autotune.rst.txt
@@ -329,10 +329,10 @@ Timing the untuned program
########## Build without Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
- tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 311.0 98.702 (1, 2, 10, 10, 3) 2 1 [311.0]
- tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 3.127 0.992 (1, 6, 10, 10) 1 1 [3.127]
- tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.964 0.306 (1, 1, 10, 10, 3) 1 1 [0.964]
- Total_time - 315.091 - - - - -
+ tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 314.2 98.734 (1, 2, 10, 10, 3) 2 1 [314.2]
+ tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 3.036 0.954 (1, 6, 10, 10) 1 1 [3.036]
+ tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.992 0.312 (1, 1, 10, 10, 3) 1 1 [0.992]
+ Total_time - 318.228 - - - - -
@@ -398,10 +398,10 @@ Timing the tuned program
########## Build with Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
- tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 131.7 97.936 (1, 6, 10, 10, 1) 2 1 [131.7]
- tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.797 1.336 (1, 6, 10, 10) 1 1 [1.797]
- tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.979 0.728 (1, 1, 10, 10, 3) 1 1 [0.979]
- Total_time - 134.475 - - - - -
+ tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 218.5 98.621 (1, 1, 10, 10, 6) 2 1 [218.5]
+ tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.202 0.994 (1, 6, 10, 10) 1 1 [2.202]
+ tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.852 0.385 (1, 3, 10, 10, 1) 1 1 [0.852]
+ Total_time - 221.555 - - - - -
diff --git a/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt b/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt
index bfe257096..5b6b14213 100644
--- a/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt
+++ b/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt
@@ -225,7 +225,7 @@ take about **2 minutes** to download the Stanford Cars, while COCO 2017 validati
.. code-block:: none
- '/tmp/tmp81y8dnz3/images/random'
+ '/tmp/tmp16o7ctfe/images/random'
@@ -325,8 +325,8 @@ objects to other stuff? We can display some examples from our datasets using ``m
.. code-block:: none
- /tmp/tmp81y8dnz3/images/target contains 8144 images
- /tmp/tmp81y8dnz3/images/random contains 5000 images
+ /tmp/tmp16o7ctfe/images/target contains 8144 images
+ /tmp/tmp16o7ctfe/images/random contains 5000 images
@@ -501,13 +501,13 @@ the time on our validation set).
.. code-block:: none
Epoch 1/3
- 328/328 - 55s - loss: 0.2131 - accuracy: 0.9235 - val_loss: 0.1566 - val_accuracy: 0.9566
+ 328/328 - 56s - loss: 0.2135 - accuracy: 0.9275 - val_loss: 0.1283 - val_accuracy: 0.9600
Epoch 2/3
- 328/328 - 52s - loss: 0.0998 - accuracy: 0.9621 - val_loss: 0.1220 - val_accuracy: 0.9653
+ 328/328 - 52s - loss: 0.0962 - accuracy: 0.9631 - val_loss: 0.1051 - val_accuracy: 0.9653
Epoch 3/3
- 328/328 - 52s - loss: 0.0667 - accuracy: 0.9755 - val_loss: 0.1256 - val_accuracy: 0.9581
+ 328/328 - 52s - loss: 0.0627 - accuracy: 0.9776 - val_loss: 0.0948 - val_accuracy: 0.9671
- <keras.callbacks.History object at 0x7f23c8a501d0>
+ <keras.callbacks.History object at 0x7f622da80ed0>
@@ -864,7 +864,7 @@ Arduino tutorial for how to do that `on GitHub <https://github.com/guberti/tvm-a
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 4 minutes 53.844 seconds)
+ **Total running time of the script:** ( 4 minutes 59.515 seconds)
.. _sphx_glr_download_how_to_work_with_microtvm_micro_train.py:
diff --git a/docs/_sources/how_to/work_with_microtvm/sg_execution_times.rst.txt b/docs/_sources/how_to/work_with_microtvm/sg_execution_times.rst.txt
index 96fc41a62..0cc13a869 100644
--- a/docs/_sources/how_to/work_with_microtvm/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/work_with_microtvm/sg_execution_times.rst.txt
@@ -5,16 +5,16 @@
Computation times
=================
-**05:46.373** total execution time for **how_to_work_with_microtvm** files:
+**05:53.714** total execution time for **how_to_work_with_microtvm** files:
+---------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_train.py` (``micro_train.py``) | 04:53.844 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_train.py` (``micro_train.py``) | 04:59.515 | 0.0 MB |
+---------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``) | 00:41.310 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``) | 00:43.167 | 0.0 MB |
+---------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_aot.py` (``micro_aot.py``) | 00:07.988 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_aot.py` (``micro_aot.py``) | 00:07.599 | 0.0 MB |
+---------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``) | 00:03.229 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``) | 00:03.430 | 0.0 MB |
+---------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_work_with_microtvm_micro_ethosu.py` (``micro_ethosu.py``) | 00:00.001 | 0.0 MB |
+---------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt b/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt
index 6c72402a0..cf8a9eac9 100644
--- a/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt
@@ -5,14 +5,14 @@
Computation times
=================
-**00:41.684** total execution time for **how_to_work_with_relay** files:
+**00:43.183** total execution time for **how_to_work_with_relay** files:
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_using_pipeline_executor.py` (``using_pipeline_executor.py``) | 00:30.492 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_using_pipeline_executor.py` (``using_pipeline_executor.py``) | 00:31.824 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``) | 00:09.787 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``) | 00:09.846 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``) | 00:01.398 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``) | 00:01.505 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_work_with_relay_using_relay_viz.py` (``using_relay_viz.py``) | 00:00.007 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt b/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt
index 15e84163a..5fcfdceb7 100644
--- a/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt
+++ b/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt
@@ -261,7 +261,7 @@ The following example customizes CUDA lowering rule for :code:`exp`.
.. code-block:: none
- <function my_cuda_math_rule at 0x7f2341722200>
+ <function my_cuda_math_rule at 0x7f61ad7df5f0>
diff --git a/docs/_sources/how_to/work_with_schedules/sg_execution_times.rst.txt b/docs/_sources/how_to/work_with_schedules/sg_execution_times.rst.txt
index 5c4aefd31..1fbcaa4b6 100644
--- a/docs/_sources/how_to/work_with_schedules/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/work_with_schedules/sg_execution_times.rst.txt
@@ -5,20 +5,20 @@
Computation times
=================
-**00:04.024** total execution time for **how_to_work_with_schedules** files:
+**00:04.281** total execution time for **how_to_work_with_schedules** files:
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_intrin_math.py` (``intrin_math.py``) | 00:01.865 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_intrin_math.py` (``intrin_math.py``) | 00:01.987 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``) | 00:00.945 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``) | 00:00.983 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``) | 00:00.524 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``) | 00:00.564 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``) | 00:00.510 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``) | 00:00.555 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``) | 00:00.098 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``) | 00:00.105 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_schedule_primitives.py` (``schedule_primitives.py``) | 00:00.041 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_schedule_primitives.py` (``schedule_primitives.py``) | 00:00.045 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_work_with_schedules_tedd.py` (``tedd.py``) | 00:00.027 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/work_with_schedules/tensorize.rst.txt b/docs/_sources/how_to/work_with_schedules/tensorize.rst.txt
index 636b643f7..688ccef20 100644
--- a/docs/_sources/how_to/work_with_schedules/tensorize.rst.txt
+++ b/docs/_sources/how_to/work_with_schedules/tensorize.rst.txt
@@ -347,7 +347,7 @@ The importing needs to happen before the tensorized GEMV being executed.
C: Buffer(C_2: Pointer(float32), float32, [524288], [])}
buffer_map = {A_1: A, B_1: B, C_1: C}
preflattened_buffer_map = {A_1: A_3: Buffer(A_2, float32, [1024, 64], []), B_1: B_3: Buffer(B_2, float32, [512, 64], []), C_1: C_3: Buffer(C_2, float32, [1024, 512], [])} {
- attr [IterVar(i: int32, (nullptr), "DataPar", "")] "pragma_import_llvm" = "; ModuleID = '/tmp/tmpp09oslvr/input0.cc'\nsource_filename = \"/tmp/tmpp09oslvr/input0.cc\"\ntarget datalayout = \"e-m:e-i64:64-f80:128-n8:16:32:64-S128\"\ntarget triple = \"x86_64-pc-linux-gnu\"\n\n; Function Attrs: noinline nounwind optnone uwtable\ndefine dso_local i32 @gemv_update(float*, float*, float*, i32, i32, i32) #0 {\n %7 = alloca float*, align 8\n %8 = alloca float*, align 8\n %9 = alloca floa [...]
+ attr [IterVar(i: int32, (nullptr), "DataPar", "")] "pragma_import_llvm" = "; ModuleID = '/tmp/tmp0w5ypmzf/input0.cc'\nsource_filename = \"/tmp/tmp0w5ypmzf/input0.cc\"\ntarget datalayout = \"e-m:e-i64:64-f80:128-n8:16:32:64-S128\"\ntarget triple = \"x86_64-pc-linux-gnu\"\n\n; Function Attrs: noinline nounwind optnone uwtable\ndefine dso_local i32 @gemv_update(float*, float*, float*, i32, i32, i32) #0 {\n %7 = alloca float*, align 8\n %8 = alloca float*, align 8\n %9 = alloca floa [...]
for (i, 0, 1024) {
for (j.outer: int32, 0, 32) {
@tir.call_extern("gemv_update", @tir.tvm_access_ptr(@tir.type_annotation(, dtype=float32), C_2, ((i*512) + (j.outer*16)), 16, 2, dtype=handle), @tir.tvm_access_ptr(@tir.type_annotation(, dtype=float32), A_2, (i*64), 64, 1, dtype=handle), @tir.tvm_access_ptr(@tir.type_annotation(, dtype=float32), B_2, (j.outer*1024), 1024, 1, dtype=handle), 16, 64, 64, dtype=int32)
diff --git a/docs/_sources/topic/vta/tutorials/autotvm/sg_execution_times.rst.txt b/docs/_sources/topic/vta/tutorials/autotvm/sg_execution_times.rst.txt
index 95e17c582..0fb1524c2 100644
--- a/docs/_sources/topic/vta/tutorials/autotvm/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/autotvm/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**00:20.782** total execution time for **topic_vta_tutorials_autotvm** files:
+**00:22.186** total execution time for **topic_vta_tutorials_autotvm** files:
+---------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_relay_vta.py` (``tune_relay_vta.py``) | 00:20.776 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_relay_vta.py` (``tune_relay_vta.py``) | 00:22.179 | 0.0 MB |
+---------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_alu_vta.py` (``tune_alu_vta.py``) | 00:00.006 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_alu_vta.py` (``tune_alu_vta.py``) | 00:00.007 | 0.0 MB |
+---------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/topic/vta/tutorials/frontend/deploy_classification.rst.txt b/docs/_sources/topic/vta/tutorials/frontend/deploy_classification.rst.txt
index 9851cb452..4992c240c 100644
--- a/docs/_sources/topic/vta/tutorials/frontend/deploy_classification.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/frontend/deploy_classification.rst.txt
@@ -291,7 +291,7 @@ The compilation steps are:
DeprecationWarning,
/workspace/vta/tutorials/frontend/deploy_classification.py:213: DeprecationWarning: legacy graph executor behavior of producing json / lib / params will be removed in the next release. Please see documents of tvm.contrib.graph_executor.GraphModule for the new recommended usage.
relay_prog, target=tvm.target.Target(target, host=env.target_host), params=params
- resnet18_v1 inference graph built in 22.20s!
+ resnet18_v1 inference graph built in 24.81s!
diff --git a/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt b/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt
index e104e0079..cb1af04bb 100644
--- a/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt
@@ -335,7 +335,7 @@ The compilation steps are:
"target_host parameter is going to be deprecated. "
/workspace/python/tvm/relay/build_module.py:411: DeprecationWarning: Please use input parameter mod (tvm.IRModule) instead of deprecated parameter mod (tvm.relay.function.Function)
DeprecationWarning,
- yolov3-tiny inference graph built in 15.74s!
+ yolov3-tiny inference graph built in 17.42s!
diff --git a/docs/_sources/topic/vta/tutorials/frontend/sg_execution_times.rst.txt b/docs/_sources/topic/vta/tutorials/frontend/sg_execution_times.rst.txt
index a5ea5e638..c5342d851 100644
--- a/docs/_sources/topic/vta/tutorials/frontend/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/frontend/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**01:30.638** total execution time for **topic_vta_tutorials_frontend** files:
+**01:35.280** total execution time for **topic_vta_tutorials_frontend** files:
+------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``) | 00:48.272 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``) | 00:50.150 | 0.0 MB |
+------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_classification.py` (``deploy_classification.py``) | 00:42.366 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_classification.py` (``deploy_classification.py``) | 00:45.130 | 0.0 MB |
+------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt b/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt
index 9dd525520..00f363763 100644
--- a/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**00:03.230** total execution time for **topic_vta_tutorials_optimize** files:
+**00:03.342** total execution time for **topic_vta_tutorials_optimize** files:
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``) | 00:02.833 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``) | 00:02.917 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``) | 00:00.397 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``) | 00:00.424 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt b/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt
index e4cf5c473..581864cfe 100644
--- a/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**00:00.714** total execution time for **topic_vta_tutorials** files:
+**00:00.762** total execution time for **topic_vta_tutorials** files:
+---------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``) | 00:00.378 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``) | 00:00.404 | 0.0 MB |
+---------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``) | 00:00.335 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``) | 00:00.358 | 0.0 MB |
+---------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt b/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
index a57340f93..a78cd4704 100644
--- a/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
+++ b/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
@@ -209,7 +209,7 @@ trials, we can load the best schedule from the log file and apply it.
.. code-block:: none
- *E
+ .T
@@ -335,7 +335,7 @@ We build the binary and check its correctness and performance.
.. code-block:: none
- Execution time of this operator: 93.388 ms
+ Execution time of this operator: 92.998 ms
diff --git a/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt b/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt
index 8421949b0..e49d3202b 100644
--- a/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt
+++ b/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt
@@ -462,16 +462,16 @@ reduce variance, we take 5 measurements and average them.
waiting for device...
device available
Get devices for measurement successfully!
- No: 1 GFLOPS: 10.63/10.63 result: MeasureResult(costs=(0.0252610532,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5374703407287598, timestamp=1661157915.481161) [('tile_y', [-1, 1]), ('tile_x', [-1, 256])],None,80
- No: 2 GFLOPS: 2.94/10.63 result: MeasureResult(costs=(0.0914551196,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.6188421249389648, timestamp=1661157917.6338089) [('tile_y', [-1, 4]), ('tile_x', [-1, 8])],None,32
- No: 3 GFLOPS: 11.90/11.90 result: MeasureResult(costs=(0.022561421,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5585525035858154, timestamp=1661157918.6776543) [('tile_y', [-1, 64]), ('tile_x', [-1, 32])],None,56
- No: 4 GFLOPS: 1.61/11.90 result: MeasureResult(costs=(0.16652290539999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.8047585487365723, timestamp=1661157922.044069) [('tile_y', [-1, 1]), ('tile_x', [-1, 4])],None,20
- No: 5 GFLOPS: 3.66/11.90 result: MeasureResult(costs=(0.0733626614,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.3177132606506348, timestamp=1661157923.4886086) [('tile_y', [-1, 256]), ('tile_x', [-1, 16])],None,48
- No: 6 GFLOPS: 1.81/11.90 result: MeasureResult(costs=(0.1479366916,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.5404410362243652, timestamp=1661157926.066648) [('tile_y', [-1, 512]), ('tile_x', [-1, 4])],None,29
- No: 7 GFLOPS: 0.85/11.90 result: MeasureResult(costs=(0.3168286326,), error_no=MeasureErrorNo.NO_ERROR, all_cost=5.190217971801758, timestamp=1661157931.3025396) [('tile_y', [-1, 512]), ('tile_x', [-1, 2])],None,19
- No: 8 GFLOPS: 10.23/11.90 result: MeasureResult(costs=(0.026231771400000003,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5739572048187256, timestamp=1661157931.883828) [('tile_y', [-1, 4]), ('tile_x', [-1, 64])],None,62
- No: 9 GFLOPS: 1.75/11.90 result: MeasureResult(costs=(0.15305696259999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.547851085662842, timestamp=1661157934.5494444) [('tile_y', [-1, 2]), ('tile_x', [-1, 2])],None,11
- No: 10 GFLOPS: 2.57/11.90 result: MeasureResult(costs=(0.1046058658,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7774319648742676, timestamp=1661157936.3857238) [('tile_y', [-1, 4]), ('tile_x', [-1, 4])],None,22
+ No: 1 GFLOPS: 9.91/9.91 result: MeasureResult(costs=(0.027083967200000003,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5691537857055664, timestamp=1661167152.0123425) [('tile_y', [-1, 1]), ('tile_x', [-1, 256])],None,80
+ No: 2 GFLOPS: 2.47/9.91 result: MeasureResult(costs=(0.1085101986,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.8697130680084229, timestamp=1661167153.9100795) [('tile_y', [-1, 4]), ('tile_x', [-1, 8])],None,32
+ No: 3 GFLOPS: 11.80/11.80 result: MeasureResult(costs=(0.022754845599999997,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5870671272277832, timestamp=1661167154.9934375) [('tile_y', [-1, 64]), ('tile_x', [-1, 32])],None,56
+ No: 4 GFLOPS: 1.68/11.80 result: MeasureResult(costs=(0.15967796699999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.6830739974975586, timestamp=1661167158.248635) [('tile_y', [-1, 1]), ('tile_x', [-1, 4])],None,20
+ No: 5 GFLOPS: 3.64/11.80 result: MeasureResult(costs=(0.0737497094,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.3160550594329834, timestamp=1661167159.6946514) [('tile_y', [-1, 256]), ('tile_x', [-1, 16])],None,48
+ No: 6 GFLOPS: 1.77/11.80 result: MeasureResult(costs=(0.1518761624,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.586277484893799, timestamp=1661167162.3221526) [('tile_y', [-1, 512]), ('tile_x', [-1, 4])],None,29
+ No: 7 GFLOPS: 0.87/11.80 result: MeasureResult(costs=(0.30854047819999997,), error_no=MeasureErrorNo.NO_ERROR, all_cost=5.060572385787964, timestamp=1661167167.9539351) [('tile_y', [-1, 512]), ('tile_x', [-1, 2])],None,19
+ No: 8 GFLOPS: 10.64/11.80 result: MeasureResult(costs=(0.0252357556,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5536022186279297, timestamp=1661167168.52041) [('tile_y', [-1, 4]), ('tile_x', [-1, 64])],None,62
+ No: 9 GFLOPS: 1.90/11.80 result: MeasureResult(costs=(0.1413944862,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.380830764770508, timestamp=1661167171.0214906) [('tile_y', [-1, 2]), ('tile_x', [-1, 2])],None,11
+ No: 10 GFLOPS: 2.74/11.80 result: MeasureResult(costs=(0.098009142,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.6937992572784424, timestamp=1661167172.7534177) [('tile_y', [-1, 4]), ('tile_x', [-1, 4])],None,22
diff --git a/docs/_sources/tutorial/autotvm_relay_x86.rst.txt b/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
index a716eb732..bc28348f2 100644
--- a/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
+++ b/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
@@ -327,7 +327,7 @@ standard deviation.
.. code-block:: none
- {'mean': 491.6009309500032, 'median': 491.55748514999686, 'std': 0.6209161241196625}
+ {'mean': 495.37233900000047, 'median': 495.23458920000394, 'std': 0.9114011406422785}
@@ -563,30 +563,30 @@ the tuning data to.
/workspace/python/tvm/driver/build_module.py:267: UserWarning: target_host parameter is going to be deprecated. Please pass in tvm.target.Target(target, host=target_host) instead.
"target_host parameter is going to be deprecated. "
-
[Task 1/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 1/25] Current/Best: 17.48/ 17.48 GFLOPS | Progress: (4/20) | 6.26 s
[Task 1/25] Current/Best: 6.17/ 17.48 GFLOPS | Progress: (8/20) | 9.27 s
[Task 1/25] Current/Best: 11.52/ 22.72 GFLOPS | Progress: (12/20) | 11.74 s
[Task 1/25] Current/Best: 16.57/ 22.83 GFLOPS | Progress: (16/20) | 13.42 s
[Task 1/25] Current/Best: 11.59/ 23.83 GFLOPS | Progress: (20/20) | 15.15 s Done.
-
[Task 2/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 2/25] Current/Best: 12.31/ 13.35 GFLOPS | Progress: (4/20) | 3.88 s
[Task 2/25] Current/Best: 13.19/ 18.71 GFLOPS | Progress: (8/20) | 5.17 s
[Task 2/25] Current/Best: 21.29/ 21.29 GFLOPS | Progress: (12/20) | 6.51 s
[Task 2/25] Current/Best: 12.21/ 21.29 GFLOPS | Progress: (16/20) | 7.76 s
[Task 2/25] Current/Best: 20.26/ 21.29 GFLOPS | Progress: (20/20) | 9.37 s Done.
-
[Task 3/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 3/25] Current/Best: 1.63/ 10.83 GFLOPS | Progress: (4/20) | 5.83 s
[Task 3/25] Current/Best: 15.38/ 16.82 GFLOPS | Progress: (8/20) | 7.77 s
[Task 3/25] Current/Best: 15.02/ 16.82 GFLOPS | Progress: (12/20) | 9.50 s
[Task 3/25] Current/Best: 7.23/ 23.75 GFLOPS | Progress: (16/20) | 11.39 s
[Task 3/25] Current/Best: 12.70/ 23.75 GFLOPS | Progress: (20/20) | 15.92 s Done.
-
[Task 4/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 4/25] Current/Best: 9.58/ 20.51 GFLOPS | Progress: (4/20) | 2.37 s
[Task 4/25] Current/Best: 6.82/ 20.51 GFLOPS | Progress: (8/20) | 7.01 s
[Task 4/25] Current/Best: 22.37/ 22.37 GFLOPS | Progress: (12/20) | 11.91 s
[Task 4/25] Current/Best: 16.22/ 22.37 GFLOPS | Progress: (16/20) | 14.27 s
[Task 4/25] Current/Best: 13.02/ 22.37 GFLOPS | Progress: (20/20) | 16.35 s Done.
-
[Task 5/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 5/25] Current/Best: 9.69/ 10.39 GFLOPS | Progress: (4/20) | 2.58 s
[Task 5/25] Current/Best: 11.70/ 12.73 GFLOPS | Progress: (8/20) | 4.65 s
[Task 5/25] Current/Best: 11.82/ 18.16 GFLOPS | Progress: (12/20) | 7.81 s
[Task 5/25] Current/Best: 11.84/ 22.71 GFLOPS | Progress: (16/20) | 9.26 s
[Task 5/25] Current/Best: 12.12/ 22.71 GFLOPS | Progress: (20/20) | 11.17 s Done.
-
[Task 6/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 6/25] Current/Best: 12.24/ 20.69 GFLOPS | Progress: (4/20) | 4.06 s
[Task 6/25] Current/Best: 19.05/ 20.69 GFLOPS | Progress: (8/20) | 5.81 s
[Task 6/25] Current/Best: 13.37/ 20.69 GFLOPS | Progress: (12/20) | 7.75 s
[Task 6/25] Current/Best: 20.06/ 20.69 GFLOPS | Progress: (16/20) | 9.99 s
[Task 6/25] Current/Best: 3.74/ 20.69 GFLOPS | Progress: (20/20) | 12.54 s Done.
-
[Task 7/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 7/25] Current/Best: 10.11/ 12.78 GFLOPS | Progress: (4/20) | 3.55 s
[Task 7/25] Current/Best: 20.36/ 21.19 GFLOPS | Progress: (8/20) | 5.06 s
[Task 7/25] Current/Best: 16.08/ 21.19 GFLOPS | Progress: (12/20) | 6.99 s
[Task 7/25] Current/Best: 12.26/ 21.19 GFLOPS | Progress: (16/20) | 9.00 s
[Task 7/25] Current/Best: 6.29/ 21.79 GFLOPS | Progress: (20/20) | 11.47 s Done.
-
[Task 8/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 8/25] Current/Best: 10.08/ 14.08 GFLOPS | Progress: (4/20) | 2.90 s
[Task 8/25] Current/Best: 9.72/ 14.08 GFLOPS | Progress: (8/20) | 7.98 s
[Task 8/25] Current/Best: 13.10/ 14.08 GFLOPS | Progress: (12/20) | 14.31 s
[Task 8/25] Current/Best: 18.78/ 18.78 GFLOPS | Progress: (16/20) | 16.41 s
[Task 8/25] Current/Best: 19.92/ 19.92 GFLOPS | Progress: (20/20) | 23.43 s Done.
-
[Task 9/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 9/25] Current/Best: 14.26/ 15.86 GFLOPS | Progress: (4/20) | 11.94 s
[Task 9/25] Current/Best: 23.50/ 23.50 GFLOPS | Progress: (8/20) | 13.78 s
[Task 9/25] Current/Best: 8.29/ 23.50 GFLOPS | Progress: (12/20) | 16.29 s
[Task 9/25] Current/Best: 17.86/ 23.50 GFLOPS | Progress: (16/20) | 19.03 s
[Task 9/25] Current/Best: 9.24/ 23.50 GFLOPS | Progress: (20/20) | 27.45 s
[Task 10/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 10/25] Current/Best: 15.99/ 15.99 GFLOPS | Progress: (4/20) | 2.55 s
[Task 10/25] Current/Best: 15.51/ 17.01 GFLOPS | Progress: (8/20) | 4.21 s
[Task 10/25] Current/Best: 12.47/ 19.02 GFLOPS | Progress: (12/20) | 5.75 s
[Task 10/25] Current/Best: 19.15/ 20.37 GFLOPS | Progress: (16/20) | 6.84 s
[Task 10/25] Current/Best: 8.84/ 20.37 GFLOPS | Progress: (20/20
) | 8.37 s Done.
-
[Task 11/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 11/25] Current/Best: 12.35/ 18.22 GFLOPS | Progress: (4/20) | 3.35 s
[Task 11/25] Current/Best: 16.78/ 18.22 GFLOPS | Progress: (8/20) | 6.17 s
[Task 11/25] Current/Best: 18.30/ 18.30 GFLOPS | Progress: (12/20) | 8.26 s
[Task 11/25] Current/Best: 13.53/ 21.03 GFLOPS | Progress: (16/20) | 11.18 s
[Task 11/25] Current/Best: 19.44/ 21.65 GFLOPS | Progress: (20/20) | 13.29 s Done.
-
[Task 12/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 12/25] Current/Best: 7.84/ 18.10 GFLOPS | Progress: (4/20) | 5.61 s
[Task 12/25] Current/Best: 5.21/ 18.10 GFLOPS | Progress: (8/20) | 9.49 s
[Task 12/25] Current/Best: 18.87/ 18.94 GFLOPS | Progress: (12/20) | 11.50 s
[Task 12/25] Current/Best: 15.51/ 18.94 GFLOPS | Progress: (16/20) | 14.40 s
[Task 12/25] Current/Best: 15.10/ 19.07 GFLOPS | Progress: (20/20) | 16.31 s Done.
-
[Task 13/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 13/25] Current/Best: 8.77/ 17.36 GFLOPS | Progress: (4/20) | 3.75 s
[Task 13/25] Current/Best: 15.65/ 21.16 GFLOPS | Progress: (8/20) | 6.35 s
[Task 13/25] Current/Best: 19.62/ 21.64 GFLOPS | Progress: (12/20) | 9.45 s
[Task 13/25] Current/Best: 12.33/ 21.64 GFLOPS | Progress: (16/20) | 12.89 s
[Task 13/25] Current/Best: 18.66/ 21.64 GFLOPS | Progress: (20/20) | 15.24 s Done.
-
[Task 14/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 14/25] Current/Best: 13.11/ 13.13 GFLOPS | Progress: (4/20) | 3.42 s
[Task 14/25] Current/Best: 6.10/ 13.38 GFLOPS | Progress: (8/20) | 5.61 s
[Task 14/25] Current/Best: 19.65/ 19.65 GFLOPS | Progress: (12/20) | 8.26 s
[Task 14/25] Current/Best: 16.90/ 19.65 GFLOPS | Progress: (16/20) | 9.91 s Done.
-
[Task 14/25] Current/Best: 17.44/ 19.65 GFLOPS | Progress: (20/20) | 11.62 s
[Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 15/25] Current/Best: 16.05/ 17.65 GFLOPS | Progress: (4/20) | 2.70 s
[Task 15/25] Current/Best: 14.59/ 18.15 GFLOPS | Progress: (8/20) | 4.01 s
[Task 15/25] Current/Best: 10.24/ 22.21 GFLOPS | Progress: (12/20) | 6.21 s
[Task 15/25] Current/Best: 20.42/ 22.21 GFLOPS | Progress: (16/20) | 9.81 s
[Task 15/25] Current/Best: 9.67/ 22.21 GFLOPS | Progress: (20/20) | 10.82 s
[Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 16/25] Current/Best: 20.55/ 20.55 GFLOPS | Progress: (4/20) | 3.01 s
[Task 16/25] Current/Best: 3.04/ 20.55 GFLOPS | Progress: (8/20) | 4.62 s
[Task 16/25] Current/Best: 19.51/ 20.55 GFLOPS | Progress: (12/20) | 5.83 s
[Task 16/25] Current/Best: 18.15/ 20.55 GFLOPS | Progress: (16/20) |
7.19 s
[Task 16/25] Current/Best: 10.01/ 22.42 GFLOPS | Progress: (20/20) | 9.32 s Done.
-
[Task 17/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 17/25] Current/Best: 12.92/ 18.34 GFLOPS | Progress: (4/20) | 4.77 s
[Task 17/25] Current/Best: 14.39/ 23.35 GFLOPS | Progress: (8/20) | 7.56 s
[Task 17/25] Current/Best: 17.37/ 23.35 GFLOPS | Progress: (12/20) | 9.64 s
[Task 17/25] Current/Best: 16.45/ 23.35 GFLOPS | Progress: (16/20) | 11.84 s
[Task 17/25] Current/Best: 10.05/ 23.35 GFLOPS | Progress: (20/20) | 13.98 s Done.
-
[Task 18/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 18/25] Current/Best: 11.22/ 18.19 GFLOPS | Progress: (4/20) | 3.76 s
[Task 18/25] Current/Best: 10.51/ 18.25 GFLOPS | Progress: (8/20) | 7.44 s
[Task 18/25] Current/Best: 19.39/ 19.39 GFLOPS | Progress: (12/20) | 9.36 s
[Task 18/25] Current/Best: 10.09/ 19.39 GFLOPS | Progress: (16/20) | 13.20 s
[Task 18/25] Current/Best: 20.58/ 20.58 GFLOPS | Progress: (20/20) | 14.71 s Done.
-
[Task 19/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 19/25] Current/Best: 7.25/ 20.45 GFLOPS | Progress: (4/20) | 6.08 s
[Task 19/25] Current/Best: 2.69/ 20.45 GFLOPS | Progress: (8/20) | 9.46 s
[Task 19/25] Current/Best: 20.36/ 21.94 GFLOPS | Progress: (12/20) | 12.41 s
[Task 19/25] Current/Best: 13.96/ 21.94 GFLOPS | Progress: (16/20) | 15.44 s
[Task 19/25] Current/Best: 2.70/ 23.34 GFLOPS | Progress: (20/20) | 18.31 s Done.
-
[Task 20/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 20/25] Current/Best: 8.74/ 15.11 GFLOPS | Progress: (4/20) | 3.31 s Done.
+
[Task 1/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 1/25] Current/Best: 17.61/ 17.61 GFLOPS | Progress: (4/20) | 6.39 s
[Task 1/25] Current/Best: 6.17/ 17.61 GFLOPS | Progress: (8/20) | 9.37 s
[Task 1/25] Current/Best: 11.47/ 22.79 GFLOPS | Progress: (12/20) | 11.86 s
[Task 1/25] Current/Best: 16.46/ 22.80 GFLOPS | Progress: (16/20) | 13.55 s
[Task 1/25] Current/Best: 11.52/ 23.87 GFLOPS | Progress: (20/20) | 15.29 s Done.
+
[Task 2/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 2/25] Current/Best: 12.35/ 13.10 GFLOPS | Progress: (4/20) | 3.79 s
[Task 2/25] Current/Best: 14.27/ 18.58 GFLOPS | Progress: (8/20) | 5.15 s
[Task 2/25] Current/Best: 21.03/ 21.03 GFLOPS | Progress: (12/20) | 6.53 s
[Task 2/25] Current/Best: 12.43/ 21.03 GFLOPS | Progress: (16/20) | 7.79 s
[Task 2/25] Current/Best: 19.48/ 21.03 GFLOPS | Progress: (20/20) | 9.43 s Done.
+
[Task 3/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 3/25] Current/Best: 1.63/ 10.80 GFLOPS | Progress: (4/20) | 5.91 s
[Task 3/25] Current/Best: 15.32/ 16.80 GFLOPS | Progress: (8/20) | 7.87 s
[Task 3/25] Current/Best: 14.97/ 16.80 GFLOPS | Progress: (12/20) | 9.60 s
[Task 3/25] Current/Best: 7.18/ 23.74 GFLOPS | Progress: (16/20) | 11.50 s
[Task 3/25] Current/Best: 12.66/ 23.74 GFLOPS | Progress: (20/20) | 16.12 s Done.
+
[Task 4/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 4/25] Current/Best: 9.49/ 20.46 GFLOPS | Progress: (4/20) | 2.43 s
[Task 4/25] Current/Best: 6.62/ 20.46 GFLOPS | Progress: (8/20) | 7.20 s
[Task 4/25] Current/Best: 21.92/ 21.92 GFLOPS | Progress: (12/20) | 12.27 s
[Task 4/25] Current/Best: 17.12/ 21.92 GFLOPS | Progress: (16/20) | 14.67 s
[Task 4/25] Current/Best: 13.45/ 21.92 GFLOPS | Progress: (20/20) | 16.75 s Done.
+
[Task 5/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 5/25] Current/Best: 9.20/ 10.42 GFLOPS | Progress: (4/20) | 2.68 s
[Task 5/25] Current/Best: 11.68/ 12.58 GFLOPS | Progress: (8/20) | 4.79 s
[Task 5/25] Current/Best: 11.47/ 18.15 GFLOPS | Progress: (12/20) | 7.86 s
[Task 5/25] Current/Best: 11.82/ 22.92 GFLOPS | Progress: (16/20) | 9.27 s
[Task 5/25] Current/Best: 12.11/ 22.92 GFLOPS | Progress: (20/20) | 11.22 s Done.
+
[Task 6/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 6/25] Current/Best: 12.35/ 21.08 GFLOPS | Progress: (4/20) | 4.12 s
[Task 6/25] Current/Best: 19.14/ 21.08 GFLOPS | Progress: (8/20) | 5.88 s
[Task 6/25] Current/Best: 13.43/ 21.08 GFLOPS | Progress: (12/20) | 7.84 s
[Task 6/25] Current/Best: 20.08/ 21.08 GFLOPS | Progress: (16/20) | 10.11 s
[Task 6/25] Current/Best: 3.71/ 21.08 GFLOPS | Progress: (20/20) | 12.63 s Done.
+
[Task 7/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 7/25] Current/Best: 11.27/ 12.67 GFLOPS | Progress: (4/20) | 3.58 s
[Task 7/25] Current/Best: 20.37/ 21.24 GFLOPS | Progress: (8/20) | 5.11 s
[Task 7/25] Current/Best: 12.07/ 21.24 GFLOPS | Progress: (12/20) | 7.09 s
[Task 7/25] Current/Best: 12.39/ 21.24 GFLOPS | Progress: (16/20) | 9.14 s
[Task 7/25] Current/Best: 6.38/ 21.90 GFLOPS | Progress: (20/20) | 11.60 s Done.
+
[Task 8/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 8/25] Current/Best: 9.92/ 14.21 GFLOPS | Progress: (4/20) | 2.95 s
[Task 8/25] Current/Best: 9.00/ 14.21 GFLOPS | Progress: (8/20) | 8.12 s
[Task 8/25] Current/Best: 12.74/ 14.21 GFLOPS | Progress: (12/20) | 14.67 s
[Task 8/25] Current/Best: 18.93/ 18.93 GFLOPS | Progress: (16/20) | 16.78 s
[Task 8/25] Current/Best: 19.51/ 19.51 GFLOPS | Progress: (20/20) | 23.79 s Done.
+
[Task 9/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 9/25] Current/Best: 14.31/ 15.47 GFLOPS | Progress: (4/20) | 12.02 s
[Task 9/25] Current/Best: 23.09/ 23.09 GFLOPS | Progress: (8/20) | 13.83 s
[Task 9/25] Current/Best: 8.27/ 23.09 GFLOPS | Progress: (12/20) | 16.38 s
[Task 9/25] Current/Best: 18.00/ 23.09 GFLOPS | Progress: (16/20) | 19.25 s
[Task 9/25] Current/Best: 9.23/ 23.09 GFLOPS | Progress: (20/20) | 27.80 s
[Task 10/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 10/25] Current/Best: 18.24/ 18.24 GFLOPS | Progress: (4/20) | 2.68 s
[Task 10/25] Current/Best: 15.57/ 18.24 GFLOPS | Progress: (8/20) | 4.37 s
[Task 10/25] Current/Best: 11.83/ 19.14 GFLOPS | Progress: (12/20) | 5.93 s
[Task 10/25] Current/Best: 19.19/ 20.35 GFLOPS | Progress: (16/20) | 7.05 s
[Task 10/25] Current/Best: 8.82/ 20.35 GFLOPS | Progress: (20/20
) | 8.61 s Done.
+
[Task 11/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 11/25] Current/Best: 12.39/ 18.12 GFLOPS | Progress: (4/20) | 3.43 s
[Task 11/25] Current/Best: 16.84/ 18.12 GFLOPS | Progress: (8/20) | 6.27 s
[Task 11/25] Current/Best: 18.09/ 18.12 GFLOPS | Progress: (12/20) | 8.33 s
[Task 11/25] Current/Best: 12.77/ 21.00 GFLOPS | Progress: (16/20) | 11.30 s
[Task 11/25] Current/Best: 19.44/ 21.65 GFLOPS | Progress: (20/20) | 13.42 s Done.
+
[Task 12/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 12/25] Current/Best: 7.73/ 17.70 GFLOPS | Progress: (4/20) | 5.87 s
[Task 12/25] Current/Best: 5.30/ 17.70 GFLOPS | Progress: (8/20) | 9.78 s
[Task 12/25] Current/Best: 19.20/ 19.20 GFLOPS | Progress: (12/20) | 11.75 s
[Task 12/25] Current/Best: 15.36/ 19.20 GFLOPS | Progress: (16/20) | 14.71 s
[Task 12/25] Current/Best: 15.04/ 19.20 GFLOPS | Progress: (20/20) | 16.61 s Done.
+
[Task 13/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 13/25] Current/Best: 8.61/ 17.38 GFLOPS | Progress: (4/20) | 3.80 s
[Task 13/25] Current/Best: 16.09/ 20.94 GFLOPS | Progress: (8/20) | 6.42 s
[Task 13/25] Current/Best: 19.55/ 21.64 GFLOPS | Progress: (12/20) | 9.51 s
[Task 13/25] Current/Best: 12.26/ 21.64 GFLOPS | Progress: (16/20) | 13.02 s
[Task 13/25] Current/Best: 18.46/ 21.64 GFLOPS | Progress: (20/20) | 15.34 s Done.
+
[Task 14/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 14/25] Current/Best: 13.61/ 13.61 GFLOPS | Progress: (4/20) | 3.50 s
[Task 14/25] Current/Best: 6.10/ 13.61 GFLOPS | Progress: (8/20) | 5.70 s
[Task 14/25] Current/Best: 20.62/ 20.62 GFLOPS | Progress: (12/20) | 8.37 s
[Task 14/25] Current/Best: 16.30/ 20.62 GFLOPS | Progress: (16/20) | 10.04 s Done.
+
[Task 14/25] Current/Best: 17.21/ 20.62 GFLOPS | Progress: (20/20) | 11.81 s
[Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 15/25] Current/Best: 16.18/ 17.43 GFLOPS | Progress: (4/20) | 2.81 s
[Task 15/25] Current/Best: 14.53/ 17.95 GFLOPS | Progress: (8/20) | 4.18 s
[Task 15/25] Current/Best: 10.38/ 22.22 GFLOPS | Progress: (12/20) | 6.45 s
[Task 15/25] Current/Best: 20.39/ 22.22 GFLOPS | Progress: (16/20) | 9.57 s
[Task 15/25] Current/Best: 9.71/ 22.22 GFLOPS | Progress: (20/20) | 10.60 s
[Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 16/25] Current/Best: 20.32/ 20.32 GFLOPS | Progress: (4/20) | 2.99 s
[Task 16/25] Current/Best: 3.04/ 20.32 GFLOPS | Progress: (8/20) | 4.62 s
[Task 16/25] Current/Best: 19.81/ 20.32 GFLOPS | Progress: (12/20) | 5.85 s
[Task 16/25] Current/Best: 17.75/ 20.32 GFLOPS | Progress: (16/20) |
7.23 s
[Task 16/25] Current/Best: 10.04/ 22.00 GFLOPS | Progress: (20/20) | 9.40 s Done.
+
[Task 17/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 17/25] Current/Best: 12.19/ 18.23 GFLOPS | Progress: (4/20) | 4.87 s
[Task 17/25] Current/Best: 14.25/ 23.39 GFLOPS | Progress: (8/20) | 7.66 s
[Task 17/25] Current/Best: 17.82/ 23.39 GFLOPS | Progress: (12/20) | 9.74 s
[Task 17/25] Current/Best: 16.45/ 23.39 GFLOPS | Progress: (16/20) | 11.96 s
[Task 17/25] Current/Best: 10.03/ 23.39 GFLOPS | Progress: (20/20) | 14.17 s Done.
+
[Task 18/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 18/25] Current/Best: 11.01/ 16.60 GFLOPS | Progress: (4/20) | 3.91 s
[Task 18/25] Current/Best: 10.48/ 20.14 GFLOPS | Progress: (8/20) | 7.60 s
[Task 18/25] Current/Best: 19.36/ 20.14 GFLOPS | Progress: (12/20) | 9.55 s
[Task 18/25] Current/Best: 10.12/ 20.14 GFLOPS | Progress: (16/20) | 13.43 s
[Task 18/25] Current/Best: 20.56/ 20.56 GFLOPS | Progress: (20/20) | 15.00 s Done.
+
[Task 19/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 19/25] Current/Best: 7.16/ 20.33 GFLOPS | Progress: (4/20) | 6.21 s
[Task 19/25] Current/Best: 2.69/ 20.33 GFLOPS | Progress: (8/20) | 9.54 s
[Task 19/25] Current/Best: 19.93/ 21.50 GFLOPS | Progress: (12/20) | 12.58 s
[Task 19/25] Current/Best: 15.20/ 21.90 GFLOPS | Progress: (16/20) | 15.60 s
[Task 19/25] Current/Best: 2.70/ 23.18 GFLOPS | Progress: (20/20) | 18.45 s Done.
+
[Task 20/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 20/25] Current/Best: 9.14/ 15.22 GFLOPS | Progress: (4/20) | 3.40 s Done.
Done.
-
[Task 20/25] Current/Best: 9.75/ 15.11 GFLOPS | Progress: (8/20) | 6.72 s
[Task 20/25] Current/Best: 2.33/ 16.64 GFLOPS | Progress: (12/20) | 10.58 s
[Task 20/25] Current/Best: 11.46/ 16.64 GFLOPS | Progress: (16/20) | 14.48 s
[Task 20/25] Current/Best: 11.68/ 22.18 GFLOPS | Progress: (20/20) | 16.57 s
[Task 21/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 21/25] Current/Best: 6.42/ 17.61 GFLOPS | Progress: (4/20) | 3.28 s
[Task 21/25] Current/Best: 14.67/ 17.61 GFLOPS | Progress: (8/20) | 4.85 s
[Task 21/25] Current/Best: 1.61/ 17.61 GFLOPS | Progress: (12/20) | 6.97 s
[Task 21/25] Current/Best: 18.05/ 18.05 GFLOPS | Progress: (16/20) | 10.48 s
[Task 21/25] Current/Best: 4.32/ 18.05 GFLOPS | Progress: (20/20) | 17.67 s
[Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 22/25] Current/Best: 2.71/ 16.91 GFLOPS | Progress: (4/20
) | 2.66 s
[Task 22/25] Current/Best: 8.65/ 22.02 GFLOPS | Progress: (8/20) | 4.71 s
[Task 22/25] Current/Best: 20.15/ 22.02 GFLOPS | Progress: (12/20) | 7.07 s
[Task 22/25] Current/Best: 15.43/ 22.02 GFLOPS | Progress: (16/20) | 9.18 s
[Task 22/25] Current/Best: 13.80/ 22.02 GFLOPS | Progress: (20/20) | 10.84 s Done.
-
[Task 23/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 23/25] Current/Best: 17.68/ 20.91 GFLOPS | Progress: (4/20) | 3.24 s
[Task 23/25] Current/Best: 14.15/ 20.91 GFLOPS | Progress: (8/20) | 6.71 s
[Task 23/25] Current/Best: 21.01/ 21.80 GFLOPS | Progress: (12/20) | 8.53 s
[Task 23/25] Current/Best: 6.44/ 21.80 GFLOPS | Progress: (16/20) | 15.57 s
[Task 23/25] Current/Best: 7.97/ 21.80 GFLOPS | Progress: (20/20) | 19.75 s Done.
-
[Task 24/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 24/25] Current/Best: 8.41/ 8.41 GFLOPS | Progress: (4/20) | 11.80 s
[Task 24/25] Current/Best: 2.15/ 8.41 GFLOPS | Progress: (8/20) | 22.84 s
[Task 24/25] Current/Best: 4.33/ 8.41 GFLOPS | Progress: (12/20) | 34.34 s Done.
-
[Task 24/25] Current/Best: 6.17/ 8.83 GFLOPS | Progress: (16/20) | 39.91 s
[Task 24/25] Current/Best: 3.39/ 8.99 GFLOPS | Progress: (20/20) | 45.87 s Done.
-
[Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 25/25] Current/Best: 1.55/ 2.72 GFLOPS | Progress: (4/20) | 11.59 s
[Task 25/25] Current/Best: 6.06/ 7.96 GFLOPS | Progress: (8/20) | 22.92 s
[Task 25/25] Current/Best: 6.10/ 7.96 GFLOPS | Progress: (12/20) | 34.20 s
[Task 25/25] Current/Best: 5.92/ 8.79 GFLOPS | Progress: (16/20) | 36.03 s
[Task 25/25] Current/Best: 2.89/ 9.51 GFLOPS | Progress: (20/20) | 46.69 s
+
[Task 20/25] Current/Best: 9.82/ 15.22 GFLOPS | Progress: (8/20) | 6.99 s
[Task 20/25] Current/Best: 2.33/ 16.53 GFLOPS | Progress: (12/20) | 10.92 s
[Task 20/25] Current/Best: 12.39/ 16.53 GFLOPS | Progress: (16/20) | 14.70 s
[Task 20/25] Current/Best: 12.26/ 22.26 GFLOPS | Progress: (20/20) | 16.79 s
[Task 21/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 21/25] Current/Best: 6.42/ 17.72 GFLOPS | Progress: (4/20) | 3.33 s
[Task 21/25] Current/Best: 14.65/ 17.72 GFLOPS | Progress: (8/20) | 4.93 s
[Task 21/25] Current/Best: 1.61/ 17.72 GFLOPS | Progress: (12/20) | 7.12 s
[Task 21/25] Current/Best: 18.17/ 18.17 GFLOPS | Progress: (16/20) | 10.65 s
[Task 21/25] Current/Best: 4.47/ 18.17 GFLOPS | Progress: (20/20) | 17.92 s
[Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 22/25] Current/Best: 2.71/ 17.04 GFLOPS | Progress: (4/20
) | 2.72 s
[Task 22/25] Current/Best: 8.72/ 21.59 GFLOPS | Progress: (8/20) | 4.73 s
[Task 22/25] Current/Best: 19.90/ 21.59 GFLOPS | Progress: (12/20) | 7.10 s
[Task 22/25] Current/Best: 15.50/ 21.59 GFLOPS | Progress: (16/20) | 9.24 s
[Task 22/25] Current/Best: 14.06/ 21.59 GFLOPS | Progress: (20/20) | 11.00 s Done.
+
[Task 23/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 23/25] Current/Best: 17.52/ 20.28 GFLOPS | Progress: (4/20) | 3.34 s
[Task 23/25] Current/Best: 14.92/ 20.28 GFLOPS | Progress: (8/20) | 6.85 s
[Task 23/25] Current/Best: 20.98/ 21.59 GFLOPS | Progress: (12/20) | 8.72 s
[Task 23/25] Current/Best: 6.44/ 21.59 GFLOPS | Progress: (16/20) | 15.86 s
[Task 23/25] Current/Best: 7.87/ 21.59 GFLOPS | Progress: (20/20) | 20.10 s Done.
+
[Task 24/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 24/25] Current/Best: 8.38/ 8.38 GFLOPS | Progress: (4/20) | 11.82 s
[Task 24/25] Current/Best: 2.09/ 8.38 GFLOPS | Progress: (8/20) | 22.85 s
[Task 24/25] Current/Best: 4.29/ 8.38 GFLOPS | Progress: (12/20) | 34.41 s Done.
+
[Task 24/25] Current/Best: 6.31/ 9.05 GFLOPS | Progress: (16/20) | 40.07 s
[Task 24/25] Current/Best: 3.40/ 9.05 GFLOPS | Progress: (20/20) | 46.08 s Done.
+
[Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
[Task 25/25] Current/Best: 1.55/ 2.75 GFLOPS | Progress: (4/20) | 11.62 s
[Task 25/25] Current/Best: 5.72/ 8.35 GFLOPS | Progress: (8/20) | 22.90 s
[Task 25/25] Current/Best: 5.97/ 8.35 GFLOPS | Progress: (12/20) | 34.41 s
[Task 25/25] Current/Best: 5.86/ 8.84 GFLOPS | Progress: (16/20) | 36.17 s
[Task 25/25] Current/Best: 2.88/ 8.84 GFLOPS | Progress: (20/20) | 46.91 s
@@ -690,8 +690,8 @@ Verify that the optimized model runs and produces the same results:
.. code-block:: none
- class='n02123045 tabby, tabby cat' with probability=0.621104
- class='n02123159 tiger cat' with probability=0.356378
+ class='n02123045 tabby, tabby cat' with probability=0.621105
+ class='n02123159 tiger cat' with probability=0.356377
class='n02124075 Egyptian cat' with probability=0.019712
class='n02129604 tiger, Panthera tigris' with probability=0.001215
class='n04040759 radiator' with probability=0.000262
@@ -748,8 +748,8 @@ improvement in comparing the optimized model to the unoptimized model.
.. code-block:: none
- optimized: {'mean': 411.1561814700008, 'median': 411.1693027000001, 'std': 0.7422193419815909}
- unoptimized: {'mean': 491.6009309500032, 'median': 491.55748514999686, 'std': 0.6209161241196625}
+ optimized: {'mean': 419.13338589999967, 'median': 418.64804095000636, 'std': 1.4357739668959935}
+ unoptimized: {'mean': 495.37233900000047, 'median': 495.23458920000394, 'std': 0.9114011406422785}
@@ -772,7 +772,7 @@ profiling/benchmarking.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 10 minutes 21.831 seconds)
+ **Total running time of the script:** ( 10 minutes 31.880 seconds)
.. _sphx_glr_download_tutorial_autotvm_relay_x86.py:
diff --git a/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt b/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt
index e8dab4445..6664b1ab9 100644
--- a/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt
+++ b/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt
@@ -282,7 +282,7 @@ device and returns the measured cost. Network overhead is excluded.
.. code-block:: none
- 1.416e-07 secs/op
+ 1.397e-07 secs/op
diff --git a/docs/_sources/tutorial/intro_topi.rst.txt b/docs/_sources/tutorial/intro_topi.rst.txt
index 98098e710..7384c9a72 100644
--- a/docs/_sources/tutorial/intro_topi.rst.txt
+++ b/docs/_sources/tutorial/intro_topi.rst.txt
@@ -263,7 +263,7 @@ As you can see, scheduled stages of computation have been accumulated and we can
.. code-block:: none
- [stage(a, placeholder(a, 0xd106030)), stage(b, placeholder(b, 0x1a2b6ee0)), stage(T_add, compute(T_add, body=[(a[ax0, ax1, ax2] + b[ax1, ax2])], axis=[iter_var(ax0, range(min=0, ext=100)), iter_var(ax1, range(min=0, ext=10)), iter_var(ax2, range(min=0, ext=10))], reduce_axis=[], tag=broadcast, attrs={})), stage(T_multiply, compute(T_multiply, body=[(a[ax0, ax1, ax2]*b[ax1, ax2])], axis=[iter_var(ax0, range(min=0, ext=100)), iter_var(ax1, range(min=0, ext=10)), iter_var(ax2, range(min [...]
+ [stage(a, placeholder(a, 0x21497530)), stage(b, placeholder(b, 0x1ab001f0)), stage(T_add, compute(T_add, body=[(a[ax0, ax1, ax2] + b[ax1, ax2])], axis=[iter_var(ax0, range(min=0, ext=100)), iter_var(ax1, range(min=0, ext=10)), iter_var(ax2, range(min=0, ext=10))], reduce_axis=[], tag=broadcast, attrs={})), stage(T_multiply, compute(T_multiply, body=[(a[ax0, ax1, ax2]*b[ax1, ax2])], axis=[iter_var(ax0, range(min=0, ext=100)), iter_var(ax1, range(min=0, ext=10)), iter_var(ax2, range(mi [...]
diff --git a/docs/_sources/tutorial/sg_execution_times.rst.txt b/docs/_sources/tutorial/sg_execution_times.rst.txt
index 85be39309..36763ff54 100644
--- a/docs/_sources/tutorial/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorial/sg_execution_times.rst.txt
@@ -5,32 +5,32 @@
Computation times
=================
-**13:12.112** total execution time for **tutorial** files:
+**13:28.110** total execution time for **tutorial** files:
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``) | 10:21.831 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``) | 10:31.880 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``) | 00:59.998 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``) | 01:00.343 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``) | 00:54.065 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``) | 00:57.555 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``) | 00:30.532 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``) | 00:32.344 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``) | 00:24.335 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``) | 00:24.341 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``) | 00:00.696 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``) | 00:00.760 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``) | 00:00.506 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``) | 00:00.719 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``) | 00:00.143 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``) | 00:00.160 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_tutorial_introduction.py` (``introduction.py``) | 00:00.005 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_tutorial_uma.py` (``uma.py``) | 00:00.001 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tvmc_python.py` (``tvmc_python.py``) | 00:00.001 | 0.0 MB |
-+------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_tutorial_install.py` (``install.py``) | 00:00.001 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
+| :ref:`sphx_glr_tutorial_tvmc_python.py` (``tvmc_python.py``) | 00:00.001 | 0.0 MB |
++------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_tutorial_tvmc_command_line_driver.py` (``tvmc_command_line_driver.py``) | 00:00.001 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/tutorial/tensor_expr_get_started.rst.txt b/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
index 76df2ae82..4e64a9d3f 100644
--- a/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
+++ b/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
@@ -301,7 +301,7 @@ helper function to run a profile of the TVM generated code.
.. code-block:: none
- Numpy running time: 0.000008
+ Numpy running time: 0.000009
naive: 0.000006
@@ -460,7 +460,7 @@ factor to be the number of threads on your CPU.
/workspace/python/tvm/driver/build_module.py:267: UserWarning: target_host parameter is going to be deprecated. Please pass in tvm.target.Target(target, host=target_host) instead.
"target_host parameter is going to be deprecated. "
- vector: 0.000025
+ vector: 0.000026
@main = primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"from_legacy_te_schedule": True, "global_symbol": "main", "tir.noalias": True}
buffers = {A: Buffer(A_2: Pointer(float32), float32, [(stride: int32*n: int32)], [], type="auto"),
@@ -512,10 +512,10 @@ We can now compare the different schedules
.. code-block:: none
Operator Timing Performance
- numpy 8.053560000007565e-06 1.0
- naive 5.831000000000001e-06 0.7240276349831035
- parallel 6.3341999999999994e-06 0.7865093201011788
- vector 2.45597e-05 3.049545790926861
+ numpy 9.125110000240966e-06 1.0
+ naive 5.8206e-06 0.6378662832389194
+ parallel 6.0233e-06 0.6600797140901253
+ vector 2.6300100000000003e-05 2.8821679957069555
@@ -936,7 +936,7 @@ matrix multiplication.
.. code-block:: none
- Numpy running time: 0.017756
+ Numpy running time: 0.018143
@@ -996,7 +996,7 @@ optimizations.
/workspace/python/tvm/driver/build_module.py:267: UserWarning: target_host parameter is going to be deprecated. Please pass in tvm.target.Target(target, host=target_host) instead.
"target_host parameter is going to be deprecated. "
- none: 3.382038
+ none: 3.380729
@@ -1101,7 +1101,7 @@ schedule.
/workspace/python/tvm/driver/build_module.py:267: UserWarning: target_host parameter is going to be deprecated. Please pass in tvm.target.Target(target, host=target_host) instead.
"target_host parameter is going to be deprecated. "
- blocking: 0.287775
+ blocking: 0.293235
@@ -1199,7 +1199,7 @@ already cache friendly from our previous optimizations.
/workspace/python/tvm/driver/build_module.py:267: UserWarning: target_host parameter is going to be deprecated. Please pass in tvm.target.Target(target, host=target_host) instead.
"target_host parameter is going to be deprecated. "
- vectorization: 0.324392
+ vectorization: 0.332600
@main = primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"from_legacy_te_schedule": True, "global_symbol": "main", "tir.noalias": True}
buffers = {A: Buffer(A_2: Pointer(float32), float32, [1048576], []),
@@ -1275,7 +1275,7 @@ more cache friendly.
/workspace/python/tvm/driver/build_module.py:267: UserWarning: target_host parameter is going to be deprecated. Please pass in tvm.target.Target(target, host=target_host) instead.
"target_host parameter is going to be deprecated. "
- loop permutation: 0.117566
+ loop permutation: 0.117201
@main = primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"from_legacy_te_schedule": True, "global_symbol": "main", "tir.noalias": True}
buffers = {A: Buffer(A_2: Pointer(float32), float32, [1048576], []),
@@ -1376,7 +1376,7 @@ optimized schedule.
/workspace/python/tvm/driver/build_module.py:267: UserWarning: target_host parameter is going to be deprecated. Please pass in tvm.target.Target(target, host=target_host) instead.
"target_host parameter is going to be deprecated. "
- array packing: 0.109282
+ array packing: 0.109922
@main = primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"from_legacy_te_schedule": True, "global_symbol": "main", "tir.noalias": True}
buffers = {A: Buffer(A_2: Pointer(float32), float32, [1048576], []),
@@ -1471,7 +1471,7 @@ to `C` when all the block results are ready.
/workspace/python/tvm/driver/build_module.py:267: UserWarning: target_host parameter is going to be deprecated. Please pass in tvm.target.Target(target, host=target_host) instead.
"target_host parameter is going to be deprecated. "
- block caching: 0.110721
+ block caching: 0.110884
@main = primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"from_legacy_te_schedule": True, "global_symbol": "main", "tir.noalias": True}
buffers = {A: Buffer(A_2: Pointer(float32), float32, [1048576], []),
@@ -1559,7 +1559,7 @@ of thread-level parallelization.
/workspace/python/tvm/driver/build_module.py:267: UserWarning: target_host parameter is going to be deprecated. Please pass in tvm.target.Target(target, host=target_host) instead.
"target_host parameter is going to be deprecated. "
- parallelization: 0.146244
+ parallelization: 0.146411
@main = primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"from_legacy_te_schedule": True, "global_symbol": "main", "tir.noalias": True}
buffers = {A: Buffer(A_2: Pointer(float32), float32, [1048576], []),
@@ -1640,13 +1640,13 @@ working, we can compare the results.
.. code-block:: none
Operator Timing Performance
- none 3.3820384659000005 1.0
- blocking 0.28777511679999995 0.08508925007847881
- vectorization 0.3243918697 0.09591607930268631
- loop permutation 0.11756602869999999 0.03476188396003778
- array packing 0.10928185719999998 0.032312422907620236
- block caching 0.11072117919999999 0.032738001154145886
- parallelization 0.1462443181 0.043241470957392746
+ none 3.3807293306 1.0
+ blocking 0.2932353119 0.0867372934135362
+ vectorization 0.3325995882 0.09838101654265573
+ loop permutation 0.1172011991 0.034667430497667066
+ array packing 0.1099216794 0.032514191066722126
+ block caching 0.1108836355 0.0327987320654034
+ parallelization 0.14641056400000002 0.043307390116917636
@@ -1686,6 +1686,11 @@ operations with tunable parameters that allows you to automatically optimize
the computation for specific platforms.
+.. rst-class:: sphx-glr-timing
+
+ **Total running time of the script:** ( 1 minutes 0.343 seconds)
+
+
.. _sphx_glr_download_tutorial_tensor_expr_get_started.py:
.. only:: html
diff --git a/docs/commit_hash b/docs/commit_hash
index 5d2bc0d70..e4a1e4f23 100644
--- a/docs/commit_hash
+++ b/docs/commit_hash
@@ -1 +1 @@
-e9aad35cf37eaef0060d1eff077d2dfb4475674c
+7c318d719663e0df3e618bb1cf413fc6628b72bc
diff --git a/docs/how_to/compile_models/from_darknet.html b/docs/how_to/compile_models/from_darknet.html
index f3d6c6239..8b6389644 100644
--- a/docs/how_to/compile_models/from_darknet.html
+++ b/docs/how_to/compile_models/from_darknet.html
@@ -574,7 +574,7 @@ class:['truck 0.9266'] left:471 top:83 right:689 bottom:169
class:['bicycle 0.9984'] left:111 top:113 right:577 bottom:447
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 1.245 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 2.636 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-compile-models-from-darknet-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7716f96385bd5abb6e822041e285be54/from_darknet.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">from_darknet.py</span></code></a></p>
diff --git a/docs/how_to/compile_models/from_mxnet.html b/docs/how_to/compile_models/from_mxnet.html
index fc0ce8c89..c059da3fa 100644
--- a/docs/how_to/compile_models/from_mxnet.html
+++ b/docs/how_to/compile_models/from_mxnet.html
@@ -427,7 +427,7 @@ to download the full example code</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"x"</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#tuple" title="builtins.tuple" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">x</span><span class="o">.</span><span class="n">shape</span></a><span class="p">)</span>
</pre></div>
</div>
-<img src="../../_images/sphx_glr_from_mxnet_001.png" srcset="../../_images/sphx_glr_from_mxnet_001.png" alt="from mxnet" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zipb48d3745-bc00-4caa-9f35-e8e751d0e9be from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/resnet18_v1-a0666292.zip...
+<img src="../../_images/sphx_glr_from_mxnet_001.png" srcset="../../_images/sphx_glr_from_mxnet_001.png" alt="from mxnet" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zipd9909eda-c27f-4f2c-bc0a-55281e43f326 from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/resnet18_v1-a0666292.zip...
x (1, 3, 224, 224)
</pre></div>
</div>
diff --git a/docs/how_to/compile_models/from_oneflow.html b/docs/how_to/compile_models/from_oneflow.html
index 422eb81dc..6cfdd6bf4 100644
--- a/docs/how_to/compile_models/from_oneflow.html
+++ b/docs/how_to/compile_models/from_oneflow.html
@@ -432,13 +432,13 @@ python3 -m pip install -f https://release.oneflow.info <span class="nv">oneflow<
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading: "https://oneflow-public.oss-cn-beijing.aliyuncs.com/model_zoo/flowvision/classification/ResNet/resnet18.zip" to /workspace/.oneflow/flowvision_cache/resnet18.zip
0%| | 0.00/41.5M [00:00<?, ?B/s]
- 15%|#5 | 6.33M/41.5M [00:00<00:00, 41.8MB/s]
- 29%|##9 | 12.1M/41.5M [00:00<00:00, 50.7MB/s]
- 44%|####4 | 18.3M/41.5M [00:00<00:00, 56.6MB/s]
- 58%|#####7 | 24.0M/41.5M [00:00<00:00, 49.2MB/s]
- 78%|#######7 | 32.2M/41.5M [00:00<00:00, 60.6MB/s]
- 97%|#########6| 40.1M/41.5M [00:00<00:00, 67.5MB/s]
-100%|##########| 41.5M/41.5M [00:00<00:00, 61.1MB/s]
+ 15%|#5 | 6.33M/41.5M [00:00<00:01, 28.3MB/s]
+ 22%|##1 | 9.02M/41.5M [00:00<00:01, 28.1MB/s]
+ 39%|###8 | 16.0M/41.5M [00:00<00:00, 37.7MB/s]
+ 58%|#####7 | 24.0M/41.5M [00:00<00:00, 45.2MB/s]
+ 77%|#######7 | 32.0M/41.5M [00:00<00:00, 52.0MB/s]
+ 92%|#########2| 38.3M/41.5M [00:00<00:00, 47.4MB/s]
+100%|##########| 41.5M/41.5M [00:01<00:00, 43.3MB/s]
</pre></div>
</div>
</div>
diff --git a/docs/how_to/compile_models/from_pytorch.html b/docs/how_to/compile_models/from_pytorch.html
index 61f063949..a0103104f 100644
--- a/docs/how_to/compile_models/from_pytorch.html
+++ b/docs/how_to/compile_models/from_pytorch.html
@@ -414,8 +414,8 @@ be unstable.</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading: "https://download.pytorch.org/models/resnet18-f37072fd.pth" to /workspace/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth
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+ 47%|####7 | 21.2M/44.7M [00:00<00:00, 222MB/s]
+100%|##########| 44.7M/44.7M [00:00<00:00, 258MB/s]
</pre></div>
</div>
</div>
diff --git a/docs/how_to/compile_models/from_tensorflow.html b/docs/how_to/compile_models/from_tensorflow.html
index 6cbe38647..a71fc5beb 100644
--- a/docs/how_to/compile_models/from_tensorflow.html
+++ b/docs/how_to/compile_models/from_tensorflow.html
@@ -636,7 +636,7 @@ banana (score = 0.00022)
desk (score = 0.00019)
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 1.242 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 5.573 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-compile-models-from-tensorflow-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7f1d3d1b878694c201c614c807cdebc8/from_tensorflow.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">from_tensorflow.py</span></code></a></p>
diff --git a/docs/how_to/compile_models/sg_execution_times.html b/docs/how_to/compile_models/sg_execution_times.html
index d03108490..dd522cbd3 100644
--- a/docs/how_to/compile_models/sg_execution_times.html
+++ b/docs/how_to/compile_models/sg_execution_times.html
@@ -327,7 +327,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-compile-models-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>04:54.386</strong> total execution time for <strong>how_to_compile_models</strong> files:</p>
+<p><strong>05:11.218</strong> total execution time for <strong>how_to_compile_models</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 81%" />
@@ -335,44 +335,44 @@
<col style="width: 8%" />
</colgroup>
<tbody>
-<tr class="row-odd"><td><p><a class="reference internal" href="from_darknet.html#sphx-glr-how-to-compile-models-from-darknet-py"><span class="std std-ref">Compile YOLO-V2 and YOLO-V3 in DarkNet Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_darknet.py</span></code>)</p></td>
-<td><p>01:01.245</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="from_tensorflow.html#sphx-glr-how-to-compile-models-from-tensorflow-py"><span class="std std-ref">Compile Tensorflow Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_tensorflow.py</span></code>)</p></td>
+<td><p>01:05.573</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="from_tensorflow.html#sphx-glr-how-to-compile-models-from-tensorflow-py"><span class="std std-ref">Compile Tensorflow Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_tensorflow.py</span></code>)</p></td>
-<td><p>01:01.242</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="from_darknet.html#sphx-glr-how-to-compile-models-from-darknet-py"><span class="std std-ref">Compile YOLO-V2 and YOLO-V3 in DarkNet Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_darknet.py</span></code>)</p></td>
+<td><p>01:02.636</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_paddle.html#sphx-glr-how-to-compile-models-from-paddle-py"><span class="std std-ref">Compile PaddlePaddle Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_paddle.py</span></code>)</p></td>
-<td><p>00:38.133</p></td>
+<td><p>00:41.766</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_oneflow.html#sphx-glr-how-to-compile-models-from-oneflow-py"><span class="std std-ref">Compile OneFlow Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_oneflow.py</span></code>)</p></td>
-<td><p>00:27.166</p></td>
+<td><p>00:28.418</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="from_tflite.html#sphx-glr-how-to-compile-models-from-tflite-py"><span class="std std-ref">Compile TFLite Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_tflite.py</span></code>)</p></td>
-<td><p>00:24.910</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="from_mxnet.html#sphx-glr-how-to-compile-models-from-mxnet-py"><span class="std std-ref">Compile MXNet Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_mxnet.py</span></code>)</p></td>
+<td><p>00:26.098</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="from_mxnet.html#sphx-glr-how-to-compile-models-from-mxnet-py"><span class="std std-ref">Compile MXNet Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_mxnet.py</span></code>)</p></td>
-<td><p>00:24.606</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="from_tflite.html#sphx-glr-how-to-compile-models-from-tflite-py"><span class="std std-ref">Compile TFLite Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_tflite.py</span></code>)</p></td>
+<td><p>00:25.143</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_coreml.html#sphx-glr-how-to-compile-models-from-coreml-py"><span class="std std-ref">Compile CoreML Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_coreml.py</span></code>)</p></td>
-<td><p>00:21.568</p></td>
+<td><p>00:24.839</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_pytorch.html#sphx-glr-how-to-compile-models-from-pytorch-py"><span class="std std-ref">Compile PyTorch Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_pytorch.py</span></code>)</p></td>
-<td><p>00:19.378</p></td>
+<td><p>00:19.440</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_keras.html#sphx-glr-how-to-compile-models-from-keras-py"><span class="std std-ref">Compile Keras Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_keras.py</span></code>)</p></td>
-<td><p>00:13.758</p></td>
+<td><p>00:14.897</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_onnx.html#sphx-glr-how-to-compile-models-from-onnx-py"><span class="std std-ref">Compile ONNX Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_onnx.py</span></code>)</p></td>
-<td><p>00:02.381</p></td>
+<td><p>00:02.409</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/deploy_models/deploy_model_on_android.html b/docs/how_to/deploy_models/deploy_model_on_android.html
index 2491bab5e..9d382ba7b 100644
--- a/docs/how_to/deploy_models/deploy_model_on_android.html
+++ b/docs/how_to/deploy_models/deploy_model_on_android.html
@@ -653,7 +653,7 @@ to the remote android device.</p>
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 15.6203 15.6034 15.8034 15.4958 0.0994
+ 15.7451 15.7527 15.8154 15.6461 0.0548
</pre></div>
</div>
</div>
diff --git a/docs/how_to/deploy_models/deploy_object_detection_pytorch.html b/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
index c9e406496..85cd986b0 100644
--- a/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
+++ b/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
@@ -436,41 +436,13 @@ be unstable.</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading: "https://download.pytorch.org/models/maskrcnn_resnet50_fpn_coco-bf2d0c1e.pth" to /workspace/.cache/torch/hub/checkpoints/maskrcnn_resnet50_fpn_coco-bf2d0c1e.pth
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/usr/local/lib/python3.7/dist-packages/torch/nn/functional.py:3878: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).
for i in range(dim)
/usr/local/lib/python3.7/dist-packages/torchvision/models/detection/anchor_utils.py:127: UserWarning: __floordiv__ is deprecated, and its behavior will change in a future version of pytorch. It currently rounds toward 0 (like the 'trunc' function NOT 'floor'). This results in incorrect rounding for negative values. To keep the current behavior, use torch.div(a, b, rounding_mode='trunc'), or for actual floor division, use torch.div(a, b, rounding_mode='floor').
@@ -565,7 +537,7 @@ torchvision rcnn models.</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Get 9 valid boxes
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 54.032 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 3 minutes 4.575 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-object-detection-pytorch-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7795da4b258c8feff986668b95ef57ad/deploy_object_detection_pytorch.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_object_detection_pytorch.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/deploy_prequantized.html b/docs/how_to/deploy_models/deploy_prequantized.html
index a69b11007..1c1ce3cc1 100644
--- a/docs/how_to/deploy_models/deploy_prequantized.html
+++ b/docs/how_to/deploy_models/deploy_prequantized.html
@@ -480,7 +480,7 @@ training. Other models require a full post training calibration.</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading: "https://download.pytorch.org/models/mobilenet_v2-b0353104.pth" to /workspace/.cache/torch/hub/checkpoints/mobilenet_v2-b0353104.pth
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</pre></div>
</div>
</div>
@@ -569,7 +569,7 @@ output values are identical out of 1000 outputs from mobilenet v2.</p>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 89.9136 89.8838 90.9485 89.7225 0.1665
+ 90.1227 89.9851 94.1436 89.8768 0.5098
</pre></div>
</div>
<div class="admonition note">
@@ -608,7 +608,7 @@ This includes support for the VNNI 8 bit dot product instruction (CascadeLake or
<div class="section" id="deploy-a-quantized-tflite-model">
<h2>Deploy a quantized TFLite Model<a class="headerlink" href="#deploy-a-quantized-tflite-model" title="Permalink to this headline">¶</a></h2>
<p>TODO</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 7.185 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 8.752 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-prequantized-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/fb8217c13f4351224c6cf3aacf1a87fc/deploy_prequantized.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_prequantized.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/deploy_prequantized_tflite.html b/docs/how_to/deploy_models/deploy_prequantized_tflite.html
index f24f14cc0..c814cb2b7 100644
--- a/docs/how_to/deploy_models/deploy_prequantized_tflite.html
+++ b/docs/how_to/deploy_models/deploy_prequantized_tflite.html
@@ -573,7 +573,7 @@ TFLite Top-5 labels: [387 102 386 341 349]
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 118.9165 118.8441 125.4504 117.4702 0.9391
+ 120.2557 120.1401 131.2114 119.3302 1.1473
</pre></div>
</div>
<div class="admonition note">
@@ -601,7 +601,7 @@ network for ARM CPU</span></a>.</p></li>
</ul>
</div></blockquote>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 56.786 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 58.674 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-prequantized-tflite-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/56691c7a27d45da61d112276334640d3/deploy_prequantized_tflite.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_prequantized_tflite.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/deploy_quantized.html b/docs/how_to/deploy_models/deploy_quantized.html
index 66d44488f..ffd96faf2 100644
--- a/docs/how_to/deploy_models/deploy_quantized.html
+++ b/docs/how_to/deploy_models/deploy_quantized.html
@@ -509,7 +509,7 @@ for calibration. But the accuracy might be impacted.</p>
DeprecationWarning,
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 18.691 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 30.364 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-quantized-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7810ecf51bfc05f7d5e8a400ac3e815d/deploy_quantized.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_quantized.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/deploy_ssd_gluoncv.html b/docs/how_to/deploy_models/deploy_ssd_gluoncv.html
index 99a9bd40d..57f5ed066 100644
--- a/docs/how_to/deploy_models/deploy_ssd_gluoncv.html
+++ b/docs/how_to/deploy_models/deploy_ssd_gluoncv.html
@@ -441,23 +441,24 @@ to your device.</p>
Downloading /workspace/.mxnet/models/ssd_512_resnet50_v1_voc-9c8b225a.zip from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/ssd_512_resnet50_v1_voc-9c8b225a.zip...
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+ 80%|######## | 106381/132723 [00:01<00:00, 77598.36KB/s]
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+100%|##########| 132723/132723 [00:01<00:00, 76390.04KB/s]
</pre></div>
</div>
<p>Create TVM runtime and do inference
@@ -500,7 +501,7 @@ Downloading /workspace/.mxnet/models/ssd_512_resnet50_v1_voc-9c8b225a.zip from h
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
</div>
-<img src="../../_images/sphx_glr_deploy_ssd_gluoncv_001.png" srcset="../../_images/sphx_glr_deploy_ssd_gluoncv_001.png" alt="deploy ssd gluoncv" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 32.270 seconds)</p>
+<img src="../../_images/sphx_glr_deploy_ssd_gluoncv_001.png" srcset="../../_images/sphx_glr_deploy_ssd_gluoncv_001.png" alt="deploy ssd gluoncv" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 2 minutes 44.291 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-ssd-gluoncv-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/cccb17d28e5e8b2e94ea8cd5ec59f6ed/deploy_ssd_gluoncv.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_ssd_gluoncv.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/sg_execution_times.html b/docs/how_to/deploy_models/sg_execution_times.html
index 5e18fd481..66249764c 100644
--- a/docs/how_to/deploy_models/sg_execution_times.html
+++ b/docs/how_to/deploy_models/sg_execution_times.html
@@ -327,7 +327,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-deploy-models-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>11:02.339</strong> total execution time for <strong>how_to_deploy_models</strong> files:</p>
+<p><strong>11:43.724</strong> total execution time for <strong>how_to_deploy_models</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 86%" />
@@ -336,35 +336,35 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_object_detection_pytorch.html#sphx-glr-how-to-deploy-models-deploy-object-detection-pytorch-py"><span class="std std-ref">Compile PyTorch Object Detection Models</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_object_detection_pytorch.py</span></code>)</p></td>
-<td><p>02:54.032</p></td>
+<td><p>03:04.575</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_ssd_gluoncv.html#sphx-glr-how-to-deploy-models-deploy-ssd-gluoncv-py"><span class="std std-ref">Deploy Single Shot Multibox Detector(SSD) model</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_ssd_gluoncv.py</span></code>)</p></td>
-<td><p>02:32.270</p></td>
+<td><p>02:44.291</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_prequantized_tflite.html#sphx-glr-how-to-deploy-models-deploy-prequantized-tflite-py"><span class="std std-ref">Deploy a Framework-prequantized Model with TVM - Part 3 (TFLite)</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_prequantized_tflite.py</span></code>)</p></td>
-<td><p>01:56.786</p></td>
+<td><p>01:58.674</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_quantized.html#sphx-glr-how-to-deploy-models-deploy-quantized-py"><span class="std std-ref">Deploy a Quantized Model on Cuda</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_quantized.py</span></code>)</p></td>
-<td><p>01:18.691</p></td>
+<td><p>01:30.364</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_prequantized.html#sphx-glr-how-to-deploy-models-deploy-prequantized-py"><span class="std std-ref">Deploy a Framework-prequantized Model with TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_prequantized.py</span></code>)</p></td>
-<td><p>01:07.185</p></td>
+<td><p>01:08.752</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_model_on_android.html#sphx-glr-how-to-deploy-models-deploy-model-on-android-py"><span class="std std-ref">Deploy the Pretrained Model on Android</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_android.py</span></code>)</p></td>
-<td><p>00:28.726</p></td>
+<td><p>00:30.028</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="deploy_model_on_nano.html#sphx-glr-how-to-deploy-models-deploy-model-on-nano-py"><span class="std std-ref">Deploy the Pretrained Model on Jetson Nano</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_nano.py</span></code>)</p></td>
-<td><p>00:22.530</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="deploy_model_on_rasp.html#sphx-glr-how-to-deploy-models-deploy-model-on-rasp-py"><span class="std std-ref">Deploy the Pretrained Model on Raspberry Pi</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_rasp.py</span></code>)</p></td>
+<td><p>00:23.547</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="deploy_model_on_rasp.html#sphx-glr-how-to-deploy-models-deploy-model-on-rasp-py"><span class="std std-ref">Deploy the Pretrained Model on Raspberry Pi</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_rasp.py</span></code>)</p></td>
-<td><p>00:22.112</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="deploy_model_on_nano.html#sphx-glr-how-to-deploy-models-deploy-model-on-nano-py"><span class="std std-ref">Deploy the Pretrained Model on Jetson Nano</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_nano.py</span></code>)</p></td>
+<td><p>00:23.486</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_sparse.html#sphx-glr-how-to-deploy-models-deploy-sparse-py"><span class="std std-ref">Deploy a Hugging Face Pruned Model on CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_sparse.py</span></code>)</p></td>
diff --git a/docs/how_to/extend_tvm/bring_your_own_datatypes.html b/docs/how_to/extend_tvm/bring_your_own_datatypes.html
index c29d18d7f..0876a432c 100644
--- a/docs/how_to/extend_tvm/bring_your_own_datatypes.html
+++ b/docs/how_to/extend_tvm/bring_your_own_datatypes.html
@@ -612,7 +612,7 @@ In this alpha state of the Bring Your Own Datatypes framework, we have not imple
<span class="n">module</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">params</span></a> <span class="o">=</span> <span class="n">get_mobilenet</span><span class="p">()</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading /workspace/.mxnet/models/mobilenet0.25-9f83e440.zipda3bc441-7843-475d-9bb5-80c3a84825b0 from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/mobilenet0.25-9f83e440.zip...
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading /workspace/.mxnet/models/mobilenet0.25-9f83e440.zip6d92e68e-459f-44f8-88c1-f0645b11a02f from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/mobilenet0.25-9f83e440.zip...
</pre></div>
</div>
<p>It’s easy to execute MobileNet with native TVM:</p>
@@ -676,7 +676,7 @@ In this alpha state of the Bring Your Own Datatypes framework, we have not imple
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/workspace/python/tvm/driver/build_module.py:267: UserWarning: target_host parameter is going to be deprecated. Please pass in tvm.target.Target(target, host=target_host) instead.
"target_host parameter is going to be deprecated. "
- Check failed: (lower) is false: Intrinsic lowering function for target llvm, intrinsic name tir.sqrt, type 150 not found
+ Check failed: (lower) is false: FloatImm lowering function for target llvm type 150 not found
</pre></div>
</div>
<p>When we attempt to run the model, we get a familiar error telling us that more functions need to be registered for myfloat.</p>
diff --git a/docs/how_to/extend_tvm/sg_execution_times.html b/docs/how_to/extend_tvm/sg_execution_times.html
index d32c48f0f..410a60a7b 100644
--- a/docs/how_to/extend_tvm/sg_execution_times.html
+++ b/docs/how_to/extend_tvm/sg_execution_times.html
@@ -327,7 +327,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-extend-tvm-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:39.703</strong> total execution time for <strong>how_to_extend_tvm</strong> files:</p>
+<p><strong>00:40.550</strong> total execution time for <strong>how_to_extend_tvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -336,15 +336,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="bring_your_own_datatypes.html#sphx-glr-how-to-extend-tvm-bring-your-own-datatypes-py"><span class="std std-ref">Bring Your Own Datatypes to TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">bring_your_own_datatypes.py</span></code>)</p></td>
-<td><p>00:36.633</p></td>
+<td><p>00:37.354</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="use_pass_instrument.html#sphx-glr-how-to-extend-tvm-use-pass-instrument-py"><span class="std std-ref">How to Use TVM Pass Instrument</span></a> (<code class="docutils literal notranslate"><span class="pre">use_pass_instrument.py</span></code>)</p></td>
-<td><p>00:02.158</p></td>
+<td><p>00:02.224</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="use_pass_infra.html#sphx-glr-how-to-extend-tvm-use-pass-infra-py"><span class="std std-ref">How to Use TVM Pass Infra</span></a> (<code class="docutils literal notranslate"><span class="pre">use_pass_infra.py</span></code>)</p></td>
-<td><p>00:00.904</p></td>
+<td><p>00:00.963</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="low_level_custom_pass.html#sphx-glr-how-to-extend-tvm-low-level-custom-pass-py"><span class="std std-ref">Writing a Customized Pass</span></a> (<code class="docutils literal notranslate"><span class="pre">low_level_custom_pass.py</span></code>)</p></td>
diff --git a/docs/how_to/extend_tvm/use_pass_instrument.html b/docs/how_to/extend_tvm/use_pass_instrument.html
index 0cb2a4431..2ecd00c5e 100644
--- a/docs/how_to/extend_tvm/use_pass_instrument.html
+++ b/docs/how_to/extend_tvm/use_pass_instrument.html
@@ -512,10 +512,10 @@ profile the execution time of each passes.</p>
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Printing results of timing profile...
-InferType: 6719us [6719us] (46.37%; 46.37%)
-FoldScaleAxis: 7771us [6us] (53.63%; 53.63%)
- FoldConstant: 7765us [1565us] (53.59%; 99.92%)
- InferType: 6200us [6200us] (42.79%; 79.85%)
+InferType: 6891us [6891us] (45.89%; 45.89%)
+FoldScaleAxis: 8125us [6us] (54.11%; 54.11%)
+ FoldConstant: 8119us [1690us] (54.07%; 99.93%)
+ InferType: 6429us [6429us] (42.81%; 79.18%)
</pre></div>
</div>
</div>
@@ -537,10 +537,10 @@ Refer to following sections and <a class="reference internal" href="../../refere
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Printing results of timing profile...
-InferType: 6226us [6226us] (44.93%; 44.93%)
-FoldScaleAxis: 7632us [5us] (55.07%; 55.07%)
- FoldConstant: 7627us [1526us] (55.04%; 99.94%)
- InferType: 6102us [6102us] (44.03%; 80.00%)
+InferType: 6343us [6343us] (44.56%; 44.56%)
+FoldScaleAxis: 7892us [5us] (55.44%; 55.44%)
+ FoldConstant: 7887us [1666us] (55.41%; 99.94%)
+ InferType: 6221us [6221us] (43.70%; 78.87%)
</pre></div>
</div>
<p>Register empty list to clear existing instruments.</p>
diff --git a/docs/how_to/optimize_operators/opt_conv_cuda.html b/docs/how_to/optimize_operators/opt_conv_cuda.html
index 3b9541a79..4d8a2c8b6 100644
--- a/docs/how_to/optimize_operators/opt_conv_cuda.html
+++ b/docs/how_to/optimize_operators/opt_conv_cuda.html
@@ -564,7 +564,7 @@ latency of convolution.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Convolution: </span><span class="si">%f</span><span class="s2"> ms"</span> <span class="o">%</span> <span class="p">(</span><span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">w</span><span class="p">,</span> <span class="n">b</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span> <span class="o">*</span> <span cl [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Convolution: 54.182593 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Convolution: 54.155960 ms
</pre></div>
</div>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-optimize-operators-opt-conv-cuda-py">
diff --git a/docs/how_to/optimize_operators/opt_conv_tensorcore.html b/docs/how_to/optimize_operators/opt_conv_tensorcore.html
index 814b6ebc7..b76ce5411 100644
--- a/docs/how_to/optimize_operators/opt_conv_tensorcore.html
+++ b/docs/how_to/optimize_operators/opt_conv_tensorcore.html
@@ -906,7 +906,7 @@ be able to run on our build server</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"conv2d with tensor core: </span><span class="si">%f</span><span class="s2"> ms"</span> <span class="o">%</span> <span class="p">(</span><span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">w</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span> <span class="o">* [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>conv2d with tensor core: 6.933340 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>conv2d with tensor core: 7.661256 ms
</pre></div>
</div>
</div>
diff --git a/docs/how_to/optimize_operators/opt_gemm.html b/docs/how_to/optimize_operators/opt_gemm.html
index ec23ed87c..ac0dc2507 100644
--- a/docs/how_to/optimize_operators/opt_gemm.html
+++ b/docs/how_to/optimize_operators/opt_gemm.html
@@ -461,8 +461,8 @@ Then we write a baseline implementation, the simplest way to write a matrix mult
<span class="nb">print</span><span class="p">(</span><span class="s2">"Baseline: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.018155
-Baseline: 3.310626
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.018073
+Baseline: 3.390426
</pre></div>
</div>
<p>In TVM, we can always inspect lower level IR to debug or optimize our schedule.
@@ -522,7 +522,7 @@ fill 32 * 32 * sizeof(float) which is 4KB in the cache whose total size is 32KB
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt1: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt1: 0.291340
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt1: 0.298848
</pre></div>
</div>
<p>Here is the generated IR after blocking.</p>
@@ -589,7 +589,7 @@ vastly.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt2: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt2: 0.328795
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt2: 0.334904
</pre></div>
</div>
<p>Here is the generated IR after vectorization.</p>
@@ -650,7 +650,7 @@ the access pattern for A matrix is more cache friendly.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt3: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt3: 0.115297
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt3: 0.115506
</pre></div>
</div>
<p>Here is the generated IR after loop permutation.</p>
@@ -733,7 +733,7 @@ flattening.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt4: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt4: 0.109046
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt4: 0.110037
</pre></div>
</div>
<p>Here is the generated IR after array packing.</p>
@@ -819,7 +819,7 @@ write to C when all the block results are ready.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt5: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt5: 0.111041
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt5: 0.111254
</pre></div>
</div>
<p>Here is the generated IR after blocking.</p>
@@ -909,7 +909,7 @@ write to C when all the block results are ready.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt6: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">opt6_time</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt6: 0.146703
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt6: 0.148054
</pre></div>
</div>
<p>Here is the generated IR after parallelization.</p>
diff --git a/docs/how_to/optimize_operators/sg_execution_times.html b/docs/how_to/optimize_operators/sg_execution_times.html
index 7831acf6f..de59d1931 100644
--- a/docs/how_to/optimize_operators/sg_execution_times.html
+++ b/docs/how_to/optimize_operators/sg_execution_times.html
@@ -327,7 +327,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-optimize-operators-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:34.006</strong> total execution time for <strong>how_to_optimize_operators</strong> files:</p>
+<p><strong>00:34.475</strong> total execution time for <strong>how_to_optimize_operators</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -336,15 +336,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="opt_gemm.html#sphx-glr-how-to-optimize-operators-opt-gemm-py"><span class="std std-ref">How to optimize GEMM on CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">opt_gemm.py</span></code>)</p></td>
-<td><p>00:31.744</p></td>
+<td><p>00:32.162</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="opt_conv_tensorcore.html#sphx-glr-how-to-optimize-operators-opt-conv-tensorcore-py"><span class="std std-ref">How to optimize convolution using TensorCores</span></a> (<code class="docutils literal notranslate"><span class="pre">opt_conv_tensorcore.py</span></code>)</p></td>
-<td><p>00:01.231</p></td>
+<td><p>00:01.263</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="opt_conv_cuda.html#sphx-glr-how-to-optimize-operators-opt-conv-cuda-py"><span class="std std-ref">How to optimize convolution on GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">opt_conv_cuda.py</span></code>)</p></td>
-<td><p>00:01.031</p></td>
+<td><p>00:01.050</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/tune_with_autoscheduler/sg_execution_times.html b/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
index 04141f535..c9f8186d3 100644
--- a/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
+++ b/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
@@ -327,7 +327,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-tune-with-autoscheduler-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>06:08.936</strong> total execution time for <strong>how_to_tune_with_autoscheduler</strong> files:</p>
+<p><strong>06:33.957</strong> total execution time for <strong>how_to_tune_with_autoscheduler</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 85%" />
@@ -336,27 +336,27 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_conv2d_layer_cuda.html#sphx-glr-how-to-tune-with-autoscheduler-tune-conv2d-layer-cuda-py"><span class="std std-ref">Auto-scheduling a Convolution Layer for GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_conv2d_layer_cuda.py</span></code>)</p></td>
-<td><p>03:22.012</p></td>
+<td><p>03:42.266</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_network_x86.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-x86-py"><span class="std std-ref">Auto-scheduling a Neural Network for x86 CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_x86.py</span></code>)</p></td>
-<td><p>01:21.578</p></td>
+<td><p>01:24.015</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_network_cuda.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-cuda-py"><span class="std std-ref">Auto-scheduling a Neural Network for NVIDIA GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_cuda.py</span></code>)</p></td>
-<td><p>00:46.351</p></td>
+<td><p>00:47.967</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_sparse_x86.html#sphx-glr-how-to-tune-with-autoscheduler-tune-sparse-x86-py"><span class="std std-ref">Auto-scheduling Sparse Matrix Multiplication on CPU with Custom Sketch Rule</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_sparse_x86.py</span></code>)</p></td>
-<td><p>00:21.794</p></td>
+<td><p>00:20.968</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_network_mali.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-mali-py"><span class="std std-ref">Auto-scheduling a Neural Network for mali GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_mali.py</span></code>)</p></td>
-<td><p>00:08.623</p></td>
+<td><p>00:09.433</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_network_arm.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-arm-py"><span class="std std-ref">Auto-scheduling a Neural Network for ARM CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_arm.py</span></code>)</p></td>
-<td><p>00:08.578</p></td>
+<td><p>00:09.309</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.html b/docs/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.html
index a6430034d..8951485e9 100644
--- a/docs/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.html
+++ b/docs/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.html
@@ -491,483 +491,943 @@ cooperative fetching, unrolling and operator fusion.</p>
compute: Buffer(compute_2: Pointer(float32), float32, [25088], [])}
buffer_map = {data_1: data, kernel_1: kernel, bias_1: bias, compute_1: compute}
preflattened_buffer_map = {data_1: data_3: Buffer(data_2, float32, [1, 512, 7, 7], []), kernel_1: kernel_3: Buffer(kernel_2, float32, [512, 512, 3, 3], []), bias_1: bias_3: Buffer(bias_2, float32, [1, 512, 1, 1], []), compute_1: compute_3: Buffer(compute_2, float32, [1, 512, 7, 7], [])} {
- attr [IterVar(blockIdx.x: int32, (nullptr), "ThreadIndex", "blockIdx.x")] "thread_extent" = 28;
- allocate(conv2d_nchw: Pointer(local float32), float32, [14]), storage_scope = local;
- allocate(pad_temp.shared: Pointer(shared float32), float32, [72]), storage_scope = shared;
- allocate(kernel.shared: Pointer(shared float32), float32, [3072]), storage_scope = shared;
- attr [IterVar(threadIdx.x: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64 {
- conv2d_nchw_1: Buffer(conv2d_nchw, float32, [14], [], scope="local", align=32)[0] = 0f32
- conv2d_nchw_1[1] = 0f32
- conv2d_nchw_1[2] = 0f32
- conv2d_nchw_1[3] = 0f32
+ attr [IterVar(blockIdx.x: int32, (nullptr), "ThreadIndex", "blockIdx.x")] "thread_extent" = 16;
+ allocate(conv2d_nchw: Pointer(local float32), float32, [28]), storage_scope = local;
+ allocate(pad_temp.shared: Pointer(shared float32), float32, [1296]), storage_scope = shared;
+ allocate(kernel.shared: Pointer(shared float32), float32, [4608]), storage_scope = shared;
+ attr [IterVar(threadIdx.x: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56 {
+ conv2d_nchw_1: Buffer(conv2d_nchw, float32, [16], [], scope="local", align=16)[0] = 0f32
conv2d_nchw_1[4] = 0f32
- conv2d_nchw_1[5] = 0f32
- conv2d_nchw_1[6] = 0f32
- conv2d_nchw_1[7] = 0f32
conv2d_nchw_1[8] = 0f32
+ conv2d_nchw_1[12] = 0f32
+ conv2d_nchw_1[16] = 0f32
+ conv2d_nchw_1[20] = 0f32
+ conv2d_nchw_1[24] = 0f32
+ conv2d_nchw_1[1] = 0f32
+ conv2d_nchw_1[5] = 0f32
conv2d_nchw_1[9] = 0f32
+ conv2d_nchw_1[13] = 0f32
+ conv2d_nchw_1[17] = 0f32
+ conv2d_nchw_1[21] = 0f32
+ conv2d_nchw_1[25] = 0f32
+ conv2d_nchw_1[2] = 0f32
+ conv2d_nchw_1[6] = 0f32
conv2d_nchw_1[10] = 0f32
+ conv2d_nchw_1[14] = 0f32
+ conv2d_nchw_1[18] = 0f32
+ conv2d_nchw_1[22] = 0f32
+ conv2d_nchw_1[26] = 0f32
+ conv2d_nchw_1[3] = 0f32
+ conv2d_nchw_1[7] = 0f32
conv2d_nchw_1[11] = 0f32
- conv2d_nchw_1[12] = 0f32
- conv2d_nchw_1[13] = 0f32
- for (rc.outer.outer: int32, 0, 64) {
- for (ry.outer.outer: int32, 0, 3) {
- let cse_var_2: int32 = (rc.outer.outer*72)
- let cse_var_1: int32 = (ry.outer.outer*3)
- {
- attr [IterVar(threadIdx.x_1: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64 {
- if @tir.likely((threadIdx.x_1 < 18), dtype=bool) {
- pad_temp.shared_1: Buffer(pad_temp.shared, float32, [72], [], scope="shared")[(threadIdx.x_1*4)] = @tir.if_then_else(((((1 <= (ry.outer.outer + floormod(blockIdx.x, 7))) && ((ry.outer.outer + floormod(blockIdx.x, 7)) < 8)) && (1 <= floormod((threadIdx.x_1*4), 9))) && (floormod((threadIdx.x_1*4), 9) < 8)), data[((((((rc.outer.outer*392) + (floordiv((threadIdx.x_1*4), 9)*49)) + (ry.outer.outer*7)) + (floormod(blockIdx.x, 7)*7)) + [...]
- }
- if @tir.likely((threadIdx.x_1 < 18), dtype=bool) {
- pad_temp.shared_1[((threadIdx.x_1*4) + 1)] = @tir.if_then_else(((((1 <= (ry.outer.outer + floormod(blockIdx.x, 7))) && ((ry.outer.outer + floormod(blockIdx.x, 7)) < 8)) && (1 <= floormod(((threadIdx.x_1*4) + 1), 9))) && (floormod(((threadIdx.x_1*4) + 1), 9) < 8)), data[((((((rc.outer.outer*392) + (floordiv(((threadIdx.x_1*4) + 1), 9)*49)) + (ry.outer.outer*7)) + (floormod(blockIdx.x, 7)*7)) + floormod(((threadIdx.x_1*4) + 1), 9)) - 8)], 0 [...]
- }
- if @tir.likely((threadIdx.x_1 < 18), dtype=bool) {
- pad_temp.shared_1[((threadIdx.x_1*4) + 2)] = @tir.if_then_else(((((1 <= (ry.outer.outer + floormod(blockIdx.x, 7))) && ((ry.outer.outer + floormod(blockIdx.x, 7)) < 8)) && (1 <= floormod(((threadIdx.x_1*4) + 2), 9))) && (floormod(((threadIdx.x_1*4) + 2), 9) < 8)), data[((((((rc.outer.outer*392) + (floordiv(((threadIdx.x_1*4) + 2), 9)*49)) + (ry.outer.outer*7)) + (floormod(blockIdx.x, 7)*7)) + floormod(((threadIdx.x_1*4) + 2), 9)) - 8)], 0 [...]
- }
- if @tir.likely((threadIdx.x_1 < 18), dtype=bool) {
- pad_temp.shared_1[((threadIdx.x_1*4) + 3)] = @tir.if_then_else(((((1 <= (ry.outer.outer + floormod(blockIdx.x, 7))) && ((ry.outer.outer + floormod(blockIdx.x, 7)) < 8)) && (1 <= floormod(((threadIdx.x_1*4) + 3), 9))) && (floormod(((threadIdx.x_1*4) + 3), 9) < 8)), data[((((((rc.outer.outer*392) + (floordiv(((threadIdx.x_1*4) + 3), 9)*49)) + (ry.outer.outer*7)) + (floormod(blockIdx.x, 7)*7)) + floormod(((threadIdx.x_1*4) + 3), 9)) - 8)], 0 [...]
- }
+ conv2d_nchw_1[15] = 0f32
+ conv2d_nchw_1[19] = 0f32
+ conv2d_nchw_1[23] = 0f32
+ conv2d_nchw_1[27] = 0f32
+ for (rc.outer.outer: int32, 0, 32) {
+ let cse_var_2: int32 = (rc.outer.outer*784)
+ let cse_var_1: int32 = (rc.outer.outer*144)
+ {
+ attr [IterVar(threadIdx.x_1: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56 {
+ pad_temp.shared_1: Buffer(pad_temp.shared, float32, [1296], [], scope="shared")[(threadIdx.x_1*8)] = @tir.if_then_else(((((9 <= floormod((threadIdx.x_1*8), 81)) && (floormod((threadIdx.x_1*8), 81) < 72)) && (1 <= floormod((threadIdx.x_1*8), 9))) && (floormod((threadIdx.x_1*8), 9) < 8)), data[((((cse_var_2 + (floordiv((threadIdx.x_1*8), 81)*49)) + (floordiv(floormod((threadIdx.x_1*8), 81), 9)*7)) + floormod((threadIdx.x_1*8), 9)) - 8 [...]
+ pad_temp.shared_1[((threadIdx.x_1*8) + 1)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 1), 81)) && (floormod(((threadIdx.x_1*8) + 1), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 1), 9))) && (floormod(((threadIdx.x_1*8) + 1), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 1), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 1), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 1), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 2)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 2), 81)) && (floormod(((threadIdx.x_1*8) + 2), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 2), 9))) && (floormod(((threadIdx.x_1*8) + 2), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 2), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 2), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 2), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 3)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 3), 81)) && (floormod(((threadIdx.x_1*8) + 3), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 3), 9))) && (floormod(((threadIdx.x_1*8) + 3), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 3), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 3), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 3), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 4)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 4), 81)) && (floormod(((threadIdx.x_1*8) + 4), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 4), 9))) && (floormod(((threadIdx.x_1*8) + 4), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 4), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 4), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 4), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 5)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 5), 81)) && (floormod(((threadIdx.x_1*8) + 5), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 5), 9))) && (floormod(((threadIdx.x_1*8) + 5), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 5), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 5), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 5), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 6)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 6), 81)) && (floormod(((threadIdx.x_1*8) + 6), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 6), 9))) && (floormod(((threadIdx.x_1*8) + 6), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 6), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 6), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 6), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 7)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 7), 81)) && (floormod(((threadIdx.x_1*8) + 7), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 7), 9))) && (floormod(((threadIdx.x_1*8) + 7), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 7), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 7), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 7), 9)) - 8)], 0f32, dtype=float32)
+ }
+ attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56 {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 448)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 43), 81)) && (floormod(((threadIdx.x_1*8) + 43), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 7), 9))) && (floormod(((threadIdx.x_1*8) + 7), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 448), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 43), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 7), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 449)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 44), 81)) && (floormod(((threadIdx.x_1*8) + 44), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 8), 9))) && (floormod(((threadIdx.x_1*8) + 8), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 449), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 44), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 8), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 450)] = @tir.if_then_else(((((1 <= floormod((floordiv((threadIdx.x_1*8), 9) + 5), 9)) && (floormod(((threadIdx.x_1*8) + 45), 81) < 72)) && (1 <= floormod((threadIdx.x_1*8), 9))) && (floormod((threadIdx.x_1*8), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 450), 81)*49)) + (floormod((floordiv((threadIdx.x_1*8), 9) + 5), 9)*7)) + floormod((threadIdx.x_1*8), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 451)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 46), 81)) && (floormod(((threadIdx.x_1*8) + 46), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 1), 9))) && (floormod(((threadIdx.x_1*8) + 1), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 451), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 46), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 1), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 452)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 47), 81)) && (floormod(((threadIdx.x_1*8) + 47), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 2), 9))) && (floormod(((threadIdx.x_1*8) + 2), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 452), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 47), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 2), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 453)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 48), 81)) && (floormod(((threadIdx.x_1*8) + 48), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 3), 9))) && (floormod(((threadIdx.x_1*8) + 3), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 453), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 48), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 3), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 454)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 49), 81)) && (floormod(((threadIdx.x_1*8) + 49), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 4), 9))) && (floormod(((threadIdx.x_1*8) + 4), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 454), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 49), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 4), 9)) - 8)], 0f32, dtype=float32)
+ pad_temp.shared_1[((threadIdx.x_1*8) + 455)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 50), 81)) && (floormod(((threadIdx.x_1*8) + 50), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 5), 9))) && (floormod(((threadIdx.x_1*8) + 5), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 455), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 50), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 5), 9)) - 8)], 0f32, dtype=float32)
+ }
+ attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56 {
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 896)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 5), 81)) && (floormod(((threadIdx.x_1*8) + 5), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 5), 9))) && (floormod(((threadIdx.x_1*8) + 5), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 896), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 5), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 5), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 897)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 6), 81)) && (floormod(((threadIdx.x_1*8) + 6), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 6), 9))) && (floormod(((threadIdx.x_1*8) + 6), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 897), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 6), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 6), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 898)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 7), 81)) && (floormod(((threadIdx.x_1*8) + 7), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 7), 9))) && (floormod(((threadIdx.x_1*8) + 7), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 898), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 7), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 7), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 899)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 8), 81)) && (floormod(((threadIdx.x_1*8) + 8), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 8), 9))) && (floormod(((threadIdx.x_1*8) + 8), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 899), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 8), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 8), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 900)] = @tir.if_then_else(((((1 <= floormod((floordiv((threadIdx.x_1*8), 9) + 1), 9)) && (floormod(((threadIdx.x_1*8) + 9), 81) < 72)) && (1 <= floormod((threadIdx.x_1*8), 9))) && (floormod((threadIdx.x_1*8), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 900), 81)*49)) + (floormod((floordiv((threadIdx.x_1*8), 9) + 1), 9)*7)) + floormod((threadIdx.x_1*8), 9)) - 8)], 0f32, dtype=float32)
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 901)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 10), 81)) && (floormod(((threadIdx.x_1*8) + 10), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 1), 9))) && (floormod(((threadIdx.x_1*8) + 1), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 901), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 10), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 1), 9)) - 8)], 0f32, dtype [...]
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 902)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 11), 81)) && (floormod(((threadIdx.x_1*8) + 11), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 2), 9))) && (floormod(((threadIdx.x_1*8) + 2), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 902), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 11), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 2), 9)) - 8)], 0f32, dtype [...]
+ }
+ if @tir.likely((threadIdx.x_1 < 50), dtype=bool) {
+ pad_temp.shared_1[((threadIdx.x_1*8) + 903)] = @tir.if_then_else(((((9 <= floormod(((threadIdx.x_1*8) + 12), 81)) && (floormod(((threadIdx.x_1*8) + 12), 81) < 72)) && (1 <= floormod(((threadIdx.x_1*8) + 3), 9))) && (floormod(((threadIdx.x_1*8) + 3), 9) < 8)), data[((((cse_var_2 + (floordiv(((threadIdx.x_1*8) + 903), 81)*49)) + (floordiv(floormod(((threadIdx.x_1*8) + 12), 81), 9)*7)) + floormod(((threadIdx.x_1*8) + 3), 9)) - 8)], 0f32, dtype [...]
+ }
+ }
+ attr [IterVar(threadIdx.x_2: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1: Buffer(kernel.shared, float32, [4608], [], scope="shared")[threadIdx.x_2] = kernel[(((blockIdx.x*147456) + cse_var_1) + threadIdx.x_2)]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 56)] = kernel[((((blockIdx.x*147456) + cse_var_1) + (floordiv((threadIdx.x_2 + 56), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 112)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 112), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 112), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 168)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 168), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 8)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 224)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 224), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 80), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 280)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 280), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 136), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 336)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 336), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 16)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 392)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 392), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 104), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 448)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 448), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 16), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 504)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 504), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 24)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 560)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 560), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 128), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 616)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 616), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 40), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 672)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 672), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 32), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 728)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 728), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 8), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 784)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 784), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 64), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 840)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 840), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 40), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 896)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 896), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 32), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 952)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 952), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 88), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1008)] = kernel[((((blockIdx.x*147456) + cse_var_1) + threadIdx.x_2) + 32256)]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1064)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1064), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 56), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1120)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1120), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 112), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1176)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1176), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 8)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1232)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1232), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 80), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1288)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1288), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 136), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1344)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1344), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 16)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1400)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1400), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 104), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1456)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1456), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 16), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1512)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1512), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 24)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1568)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1568), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 128), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1624)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1624), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 40), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1680)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1680), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 32), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1736)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1736), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 8), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1792)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1792), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 64), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1848)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1848), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 40), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1904)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1904), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 32), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 1960)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 1960), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 88), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2016)] = kernel[((((blockIdx.x*147456) + cse_var_1) + threadIdx.x_2) + 64512)]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2072)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2072), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 56), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2128)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2128), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 112), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2184)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2184), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 8)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2240)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2240), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 80), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2296)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2296), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 136), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2352)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2352), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 16)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2408)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2408), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 104), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2464)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2464), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 16), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2520)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2520), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 24)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2576)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2576), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 128), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2632)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2632), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 40), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2688)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2688), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 32), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2744)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2744), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 8), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2800)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2800), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 64), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2856)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2856), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 40), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2912)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2912), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 32), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 2968)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 2968), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 88), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3024)] = kernel[((((blockIdx.x*147456) + cse_var_1) + threadIdx.x_2) + 96768)]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3080)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3080), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 56), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3136)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3136), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 112), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3192)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3192), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 8)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3248)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3248), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 80), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3304)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3304), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 136), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3360)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3360), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 16)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3416)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3416), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 104), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3472)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3472), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 16), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3528)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3528), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 24)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3584)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3584), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 128), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3640)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3640), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 40), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3696)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3696), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 32), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3752)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3752), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 8), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3808)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3808), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 64), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3864)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3864), 144)*4608)) + cse_var_1) + (floormod((floordiv(threadIdx.x_2, 3) + 40), 48)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3920)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3920), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 32), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 3976)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 3976), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 88), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4032)] = kernel[((((blockIdx.x*147456) + cse_var_1) + threadIdx.x_2) + 129024)]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4088)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4088), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 56), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4144)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4144), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 112), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4200)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4200), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 8)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4256)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4256), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 80), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4312)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4312), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 136), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4368)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4368), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 16)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4424)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4424), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 104), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4480)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4480), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 16), 144), 3)*3)) + floormod((threadIdx.x_2 + 1), 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ kernel.shared_1[(threadIdx.x_2 + 4536)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4536), 144)*4608)) + cse_var_1) + ((floordiv(threadIdx.x_2, 3) + 24)*3)) + floormod(threadIdx.x_2, 3))]
+ attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
+ if @tir.likely((threadIdx.x_2 < 16), dtype=bool) {
+ kernel.shared_1[(threadIdx.x_2 + 4592)] = kernel[(((((blockIdx.x*147456) + (floordiv((threadIdx.x_2 + 4592), 144)*4608)) + cse_var_1) + (floordiv(floormod((threadIdx.x_2 + 128), 144), 3)*3)) + floormod((threadIdx.x_2 + 2), 3))]
+ }
+ for (rc.outer.inner: int32, 0, 2) {
+ for (ry.outer.inner: int32, 0, 3) {
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9))]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3))]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9))]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 144)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 1)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 145)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 8)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 2)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 8)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 146)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 81)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 9)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 81)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 153)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 10)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 154)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 89)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 11)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 89)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 155)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 162)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 18)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 162)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 162)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 19)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 163)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 170)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 20)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 170)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 164)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 243)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 27)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 243)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 171)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 28)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 172)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 251)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 29)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 251)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 173)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 324)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 36)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 324)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 180)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 37)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 181)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 332)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 38)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 332)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 182)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 405)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 45)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 405)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 189)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 46)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 190)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 413)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 47)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 413)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 191)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 486)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 54)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 486)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 198)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 55)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 199)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 494)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 56)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 494)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 200)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 567)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 63)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 567)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 207)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 64)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 208)]))
+ conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[16] = (conv2d_nchw_1[16] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[20] = (conv2d_nchw_1[20] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[24] = (conv2d_nchw_1[24] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 575)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 65)]))
+ conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[17] = (conv2d_nchw_1[17] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[21] = (conv2d_nchw_1[21] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[25] = (conv2d_nchw_1[25] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 575)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 209)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9))]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 288)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9))]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 432)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 289)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 433)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 8)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 290)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 8)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 434)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 81)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 297)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 81)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 441)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 298)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 82)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 442)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 89)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 299)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 83)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 84)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 85)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 86)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 87)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 88)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 89)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 443)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 162)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 306)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 162)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 450)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 307)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 163)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 451)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 170)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 308)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 164)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 165)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 166)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 167)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 168)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 169)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 170)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 452)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 243)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 315)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 243)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 459)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 316)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 244)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 460)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 251)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 317)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 245)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 246)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 247)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 248)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 249)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 250)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 251)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 461)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 324)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 324)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 324)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 468)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 325)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 325)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 469)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 332)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 326)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 326)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 327)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 328)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 329)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 330)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 331)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 332)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 470)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 405)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 333)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 405)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 477)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 334)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 406)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 478)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 413)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 335)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 407)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 408)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 409)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 410)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 411)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 412)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 413)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 479)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 486)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 342)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 486)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 486)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 343)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 487)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 487)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 494)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 344)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 488)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 489)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 490)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 491)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 492)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 493)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 494)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 488)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 567)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 351)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 567)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 495)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 352)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 568)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 496)]))
+ conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[14] = (conv2d_nchw_1[14] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[18] = (conv2d_nchw_1[18] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[22] = (conv2d_nchw_1[22] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[26] = (conv2d_nchw_1[26] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 575)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 353)]))
+ conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 569)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 570)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 571)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[15] = (conv2d_nchw_1[15] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 572)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[19] = (conv2d_nchw_1[19] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 573)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[23] = (conv2d_nchw_1[23] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 574)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
+ conv2d_nchw_1[27] = (conv2d_nchw_1[27] + (pad_temp.shared_1[((((rc.outer.inner*648) + (ry.outer.inner*9)) + (floormod(threadIdx.x, 7)*9)) + 575)]*kernel.shared_1[((((floordiv(threadIdx.x, 7)*576) + (rc.outer.inner*72)) + (ry.outer.inner*3)) + 497)]))
}
- attr [IterVar(threadIdx.x_2: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1: Buffer(kernel.shared, float32, [3072], [], scope="shared")[threadIdx.x_2] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 64)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 64), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 128)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 128), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 192)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 36864)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 256)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 256), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 320)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 320), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 384)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 73728)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 448)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 448), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 512)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 512), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 576)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 110592)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 640)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 640), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 704)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 704), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 768)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 147456)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 832)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 832), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 896)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 896), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 960)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 184320)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1024)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1024), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1088)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1088), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1152)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 221184)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1216)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1216), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1280)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1280), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1344)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 258048)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1408)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1408), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1472)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1472), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1536)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 294912)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1600)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1600), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1664)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1664), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1728)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 331776)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1792)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1792), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1856)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1856), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1920)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 368640)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 1984)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 1984), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2048)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2048), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2112)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 405504)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2176)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2176), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2240)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2240), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2304)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 442368)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2368)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2368), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2432)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2432), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2496)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 479232)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2560)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2560), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2624)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2624), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2688)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 516096)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2752)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2752), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2816)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2816), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2880)] = kernel[(((((((floordiv(blockIdx.x, 7)*589824) + (floordiv(threadIdx.x_2, 24)*4608)) + cse_var_2) + (floordiv(floormod(threadIdx.x_2, 24), 3)*9)) + cse_var_1) + floormod(threadIdx.x_2, 3)) + 552960)]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 2944)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 2944), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 16), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 1), 3))]
- attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 64;
- kernel.shared_1[(threadIdx.x_2 + 3008)] = kernel[((((((floordiv(blockIdx.x, 7)*589824) + (floordiv((threadIdx.x_2 + 3008), 24)*4608)) + cse_var_2) + (floordiv(floormod((threadIdx.x_2 + 8), 24), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2 + 2), 3))]
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[0]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[9]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[1]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[10]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[2]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[3]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[4]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[5]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[6]*kernel.shared_1[(threadIdx.x*48)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 3)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[0]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[9]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[1]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[10]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[2]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[3]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[4]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[5]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[6]*kernel.shared_1[((threadIdx.x*48) + 24)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 27)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[1]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[10]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[2]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[3]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[4]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[5]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[6]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[7]*kernel.shared_1[((threadIdx.x*48) + 1)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[16]*kernel.shared_1[((threadIdx.x*48) + 4)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[1]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[10]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[2]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[3]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[4]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[5]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[6]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[7]*kernel.shared_1[((threadIdx.x*48) + 25)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[16]*kernel.shared_1[((threadIdx.x*48) + 28)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[2]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[3]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[4]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[5]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[6]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[7]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[16]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[8]*kernel.shared_1[((threadIdx.x*48) + 2)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[17]*kernel.shared_1[((threadIdx.x*48) + 5)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[2]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[11]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[3]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[12]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[4]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[13]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[5]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[14]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[6]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[15]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[7]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[16]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[8]*kernel.shared_1[((threadIdx.x*48) + 26)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[17]*kernel.shared_1[((threadIdx.x*48) + 29)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[18]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[27]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[19]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[28]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 6)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 9)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[18]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[27]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[19]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[28]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 30)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 33)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[19]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[28]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[25]*kernel.shared_1[((threadIdx.x*48) + 7)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[34]*kernel.shared_1[((threadIdx.x*48) + 10)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[19]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[28]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[25]*kernel.shared_1[((threadIdx.x*48) + 31)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[34]*kernel.shared_1[((threadIdx.x*48) + 34)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[25]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[34]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[26]*kernel.shared_1[((threadIdx.x*48) + 8)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[35]*kernel.shared_1[((threadIdx.x*48) + 11)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[20]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[29]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[21]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[30]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[22]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[31]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[23]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[32]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[24]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[33]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[25]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[34]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[26]*kernel.shared_1[((threadIdx.x*48) + 32)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[35]*kernel.shared_1[((threadIdx.x*48) + 35)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[36]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[45]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[37]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[46]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 12)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 15)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[36]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[45]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[37]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[46]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 36)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 39)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[37]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[46]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[43]*kernel.shared_1[((threadIdx.x*48) + 13)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[52]*kernel.shared_1[((threadIdx.x*48) + 16)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[37]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[46]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[43]*kernel.shared_1[((threadIdx.x*48) + 37)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[52]*kernel.shared_1[((threadIdx.x*48) + 40)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[43]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[52]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[44]*kernel.shared_1[((threadIdx.x*48) + 14)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[53]*kernel.shared_1[((threadIdx.x*48) + 17)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[38]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[47]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[39]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[48]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[40]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[49]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[41]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[50]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[42]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[51]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[43]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[52]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[44]*kernel.shared_1[((threadIdx.x*48) + 38)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[53]*kernel.shared_1[((threadIdx.x*48) + 41)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[54]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[63]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[55]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[64]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 18)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 21)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[54]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[63]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[55]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[64]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 42)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 45)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[55]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[64]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[61]*kernel.shared_1[((threadIdx.x*48) + 19)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[70]*kernel.shared_1[((threadIdx.x*48) + 22)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[55]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[64]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[61]*kernel.shared_1[((threadIdx.x*48) + 43)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[70]*kernel.shared_1[((threadIdx.x*48) + 46)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[61]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[70]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[62]*kernel.shared_1[((threadIdx.x*48) + 20)]))
- conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[71]*kernel.shared_1[((threadIdx.x*48) + 23)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[56]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[65]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[57]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[66]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[58]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[67]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[59]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[68]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[60]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[69]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[61]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[70]*kernel.shared_1[((threadIdx.x*48) + 47)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[62]*kernel.shared_1[((threadIdx.x*48) + 44)]))
- conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[71]*kernel.shared_1[((threadIdx.x*48) + 47)]))
}
}
}
- for (i1.inner: int32, 0, 2) {
- for (i3.inner: int32, 0, 7) {
- compute[(((((floordiv(blockIdx.x, 7)*6272) + (threadIdx.x*98)) + (i1.inner*49)) + (floormod(blockIdx.x, 7)*7)) + i3.inner)] = max((conv2d_nchw_1[((i1.inner*7) + i3.inner)] + bias[(((floordiv(blockIdx.x, 7)*128) + (threadIdx.x*2)) + i1.inner)]), 0f32)
- }
+ for (i1.inner: int32, 0, 4) {
+ compute[((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7))] = max((conv2d_nchw_1[i1.inner] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 1)] = max((conv2d_nchw_1[(i1.inner + 4)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 2)] = max((conv2d_nchw_1[(i1.inner + 8)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 3)] = max((conv2d_nchw_1[(i1.inner + 12)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 4)] = max((conv2d_nchw_1[(i1.inner + 16)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 5)] = max((conv2d_nchw_1[(i1.inner + 20)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
+ compute[(((((blockIdx.x*1568) + (floordiv(threadIdx.x, 7)*196)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + 6)] = max((conv2d_nchw_1[(i1.inner + 24)] + bias[(((blockIdx.x*32) + (floordiv(threadIdx.x, 7)*4)) + i1.inner)]), 0f32)
}
}
}
@@ -1004,7 +1464,7 @@ cooperative fetching, unrolling and operator fusion.</p>
<span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time of this operator: 0.361 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time of this operator: 0.393 ms
</pre></div>
</div>
</div>
@@ -1033,37 +1493,37 @@ conv2d_nchw_nn_o_i, conv2d_nchw_nn_i = s[conv2d_nchw].split(conv2d_nchw_nn, fact
conv2d_nchw_nn_o_o_i, conv2d_nchw_nn_o_i = s[conv2d_nchw].split(conv2d_nchw_nn_o_i, factor=1)
conv2d_nchw_nn_o_o_o_i, conv2d_nchw_nn_o_o_i = s[conv2d_nchw].split(conv2d_nchw_nn_o_o_i, factor=1)
conv2d_nchw_nn_o_o_o_o, conv2d_nchw_nn_o_o_o_i = s[conv2d_nchw].split(conv2d_nchw_nn_o_o_o_i, factor=1)
-conv2d_nchw_ff_o_i, conv2d_nchw_ff_i = s[conv2d_nchw].split(conv2d_nchw_ff, factor=1)
+conv2d_nchw_ff_o_i, conv2d_nchw_ff_i = s[conv2d_nchw].split(conv2d_nchw_ff, factor=2)
conv2d_nchw_ff_o_o_i, conv2d_nchw_ff_o_i = s[conv2d_nchw].split(conv2d_nchw_ff_o_i, factor=2)
-conv2d_nchw_ff_o_o_o_i, conv2d_nchw_ff_o_o_i = s[conv2d_nchw].split(conv2d_nchw_ff_o_o_i, factor=64)
+conv2d_nchw_ff_o_o_o_i, conv2d_nchw_ff_o_o_i = s[conv2d_nchw].split(conv2d_nchw_ff_o_o_i, factor=8)
conv2d_nchw_ff_o_o_o_o, conv2d_nchw_ff_o_o_o_i = s[conv2d_nchw].split(conv2d_nchw_ff_o_o_o_i, factor=1)
conv2d_nchw_yy_o_i, conv2d_nchw_yy_i = s[conv2d_nchw].split(conv2d_nchw_yy, factor=1)
conv2d_nchw_yy_o_o_i, conv2d_nchw_yy_o_i = s[conv2d_nchw].split(conv2d_nchw_yy_o_i, factor=1)
-conv2d_nchw_yy_o_o_o_i, conv2d_nchw_yy_o_o_i = s[conv2d_nchw].split(conv2d_nchw_yy_o_o_i, factor=1)
+conv2d_nchw_yy_o_o_o_i, conv2d_nchw_yy_o_o_i = s[conv2d_nchw].split(conv2d_nchw_yy_o_o_i, factor=7)
conv2d_nchw_yy_o_o_o_o, conv2d_nchw_yy_o_o_o_i = s[conv2d_nchw].split(conv2d_nchw_yy_o_o_o_i, factor=1)
conv2d_nchw_xx_o_i, conv2d_nchw_xx_i = s[conv2d_nchw].split(conv2d_nchw_xx, factor=1)
-conv2d_nchw_xx_o_o_i, conv2d_nchw_xx_o_i = s[conv2d_nchw].split(conv2d_nchw_xx_o_i, factor=7)
+conv2d_nchw_xx_o_o_i, conv2d_nchw_xx_o_i = s[conv2d_nchw].split(conv2d_nchw_xx_o_i, factor=1)
conv2d_nchw_xx_o_o_o_i, conv2d_nchw_xx_o_o_i = s[conv2d_nchw].split(conv2d_nchw_xx_o_o_i, factor=1)
-conv2d_nchw_xx_o_o_o_o, conv2d_nchw_xx_o_o_o_i = s[conv2d_nchw].split(conv2d_nchw_xx_o_o_o_i, factor=1)
-conv2d_nchw_rc_o_i, conv2d_nchw_rc_i = s[conv2d_nchw].split(conv2d_nchw_rc, factor=2)
-conv2d_nchw_rc_o_o, conv2d_nchw_rc_o_i = s[conv2d_nchw].split(conv2d_nchw_rc_o_i, factor=4)
+conv2d_nchw_xx_o_o_o_o, conv2d_nchw_xx_o_o_o_i = s[conv2d_nchw].split(conv2d_nchw_xx_o_o_o_i, factor=7)
+conv2d_nchw_rc_o_i, conv2d_nchw_rc_i = s[conv2d_nchw].split(conv2d_nchw_rc, factor=8)
+conv2d_nchw_rc_o_o, conv2d_nchw_rc_o_i = s[conv2d_nchw].split(conv2d_nchw_rc_o_i, factor=2)
conv2d_nchw_ry_o_i, conv2d_nchw_ry_i = s[conv2d_nchw].split(conv2d_nchw_ry, factor=1)
-conv2d_nchw_ry_o_o, conv2d_nchw_ry_o_i = s[conv2d_nchw].split(conv2d_nchw_ry_o_i, factor=1)
-conv2d_nchw_rx_o_i, conv2d_nchw_rx_i = s[conv2d_nchw].split(conv2d_nchw_rx, factor=1)
-conv2d_nchw_rx_o_o, conv2d_nchw_rx_o_i = s[conv2d_nchw].split(conv2d_nchw_rx_o_i, factor=3)
+conv2d_nchw_ry_o_o, conv2d_nchw_ry_o_i = s[conv2d_nchw].split(conv2d_nchw_ry_o_i, factor=3)
+conv2d_nchw_rx_o_i, conv2d_nchw_rx_i = s[conv2d_nchw].split(conv2d_nchw_rx, factor=3)
+conv2d_nchw_rx_o_o, conv2d_nchw_rx_o_i = s[conv2d_nchw].split(conv2d_nchw_rx_o_i, factor=1)
s[conv2d_nchw].reorder(conv2d_nchw_nn_o_o_o_o, conv2d_nchw_ff_o_o_o_o, conv2d_nchw_yy_o_o_o_o, conv2d_nchw_xx_o_o_o_o, conv2d_nchw_nn_o_o_o_i, conv2d_nchw_ff_o_o_o_i, conv2d_nchw_yy_o_o_o_i, conv2d_nchw_xx_o_o_o_i, conv2d_nchw_nn_o_o_i, conv2d_nchw_ff_o_o_i, conv2d_nchw_yy_o_o_i, conv2d_nchw_xx_o_o_i, conv2d_nchw_rc_o_o, conv2d_nchw_ry_o_o, conv2d_nchw_rx_o_o, conv2d_nchw_rc_o_i, conv2d_nchw_ry_o_i, conv2d_nchw_rx_o_i, conv2d_nchw_nn_o_i, conv2d_nchw_ff_o_i, conv2d_nchw_yy_o_i, conv2d_nc [...]
compute_i0_o_i, compute_i0_i = s[compute].split(compute_i0, factor=1)
compute_i0_o_o_i, compute_i0_o_i = s[compute].split(compute_i0_o_i, factor=1)
compute_i0_o_o_o, compute_i0_o_o_i = s[compute].split(compute_i0_o_o_i, factor=1)
-compute_i1_o_i, compute_i1_i = s[compute].split(compute_i1, factor=2)
-compute_i1_o_o_i, compute_i1_o_i = s[compute].split(compute_i1_o_i, factor=64)
+compute_i1_o_i, compute_i1_i = s[compute].split(compute_i1, factor=4)
+compute_i1_o_o_i, compute_i1_o_i = s[compute].split(compute_i1_o_i, factor=8)
compute_i1_o_o_o, compute_i1_o_o_i = s[compute].split(compute_i1_o_o_i, factor=1)
compute_i2_o_i, compute_i2_i = s[compute].split(compute_i2, factor=1)
-compute_i2_o_o_i, compute_i2_o_i = s[compute].split(compute_i2_o_i, factor=1)
+compute_i2_o_o_i, compute_i2_o_i = s[compute].split(compute_i2_o_i, factor=7)
compute_i2_o_o_o, compute_i2_o_o_i = s[compute].split(compute_i2_o_o_i, factor=1)
-compute_i3_o_i, compute_i3_i = s[compute].split(compute_i3, factor=7)
+compute_i3_o_i, compute_i3_i = s[compute].split(compute_i3, factor=1)
compute_i3_o_o_i, compute_i3_o_i = s[compute].split(compute_i3_o_i, factor=1)
-compute_i3_o_o_o, compute_i3_o_o_i = s[compute].split(compute_i3_o_o_i, factor=1)
+compute_i3_o_o_o, compute_i3_o_o_i = s[compute].split(compute_i3_o_o_i, factor=7)
s[compute].reorder(compute_i0_o_o_o, compute_i1_o_o_o, compute_i2_o_o_o, compute_i3_o_o_o, compute_i0_o_o_i, compute_i1_o_o_i, compute_i2_o_o_i, compute_i3_o_o_i, compute_i0_o_i, compute_i1_o_i, compute_i2_o_i, compute_i3_o_i, compute_i0_i, compute_i1_i, compute_i2_i, compute_i3_i)
s[conv2d_nchw].compute_at(s[compute], compute_i3_o_i)
kernel_shared = s.cache_read(kernel, "shared", [conv2d_nchw])
@@ -1082,14 +1542,14 @@ s[compute].bind(compute_i0_o_i_i1_o_i_fused_i2_o_i_fused_i3_o_i_fused, te.thread
kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused = s[kernel_shared].fuse(kernel_shared_ax0, kernel_shared_ax1, kernel_shared_ax2, kernel_shared_ax3)
kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i = s[kernel_shared].split(kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused, factor=1)
s[kernel_shared].vectorize(kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i)
-kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o, kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i = s[kernel_shared].split(kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, factor=64)
+kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o, kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i = s[kernel_shared].split(kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, factor=56)
s[kernel_shared].bind(kernel_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i, te.thread_axis("threadIdx.x"))
pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused = s[pad_temp_shared].fuse(pad_temp_shared_ax0, pad_temp_shared_ax1, pad_temp_shared_ax2, pad_temp_shared_ax3)
-pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i = s[pad_temp_shared].split(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused, factor=4)
+pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i = s[pad_temp_shared].split(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused, factor=8)
s[pad_temp_shared].vectorize(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_i)
-pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o, pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i = s[pad_temp_shared].split(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, factor=64)
+pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_o, pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i = s[pad_temp_shared].split(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o, factor=56)
s[pad_temp_shared].bind(pad_temp_shared_ax0_ax1_fused_ax2_fused_ax3_fused_o_i, te.thread_axis("threadIdx.x"))
-s[conv2d_nchw].pragma(conv2d_nchw_nn_o_o_o_o, "auto_unroll_max_step", 512)
+s[conv2d_nchw].pragma(conv2d_nchw_nn_o_o_o_o, "auto_unroll_max_step", 1024)
s[conv2d_nchw].pragma(conv2d_nchw_nn_o_o_o_o, "unroll_explicit", True)
CUDA source code:
@@ -1107,430 +1567,851 @@ CUDA source code:
#define int64_t long long
#define uint64_t unsigned long long
#endif
-extern "C" __global__ void __launch_bounds__(64) default_function_kernel0(float* __restrict__ data, float* __restrict__ kernel, float* __restrict__ compute, float* __restrict__ bias) {
- float conv2d_nchw[14];
- __shared__ float pad_temp_shared[72];
- __shared__ float kernel_shared[3072];
+extern "C" __global__ void __launch_bounds__(56) default_function_kernel0(float* __restrict__ data, float* __restrict__ kernel, float* __restrict__ compute, float* __restrict__ bias) {
+ float conv2d_nchw[28];
+ __shared__ float pad_temp_shared[1296];
+ __shared__ float kernel_shared[4608];
conv2d_nchw[0] = 0.000000e+00f;
- conv2d_nchw[1] = 0.000000e+00f;
- conv2d_nchw[2] = 0.000000e+00f;
- conv2d_nchw[3] = 0.000000e+00f;
conv2d_nchw[4] = 0.000000e+00f;
- conv2d_nchw[5] = 0.000000e+00f;
- conv2d_nchw[6] = 0.000000e+00f;
- conv2d_nchw[7] = 0.000000e+00f;
conv2d_nchw[8] = 0.000000e+00f;
+ conv2d_nchw[12] = 0.000000e+00f;
+ conv2d_nchw[16] = 0.000000e+00f;
+ conv2d_nchw[20] = 0.000000e+00f;
+ conv2d_nchw[24] = 0.000000e+00f;
+ conv2d_nchw[1] = 0.000000e+00f;
+ conv2d_nchw[5] = 0.000000e+00f;
conv2d_nchw[9] = 0.000000e+00f;
+ conv2d_nchw[13] = 0.000000e+00f;
+ conv2d_nchw[17] = 0.000000e+00f;
+ conv2d_nchw[21] = 0.000000e+00f;
+ conv2d_nchw[25] = 0.000000e+00f;
+ conv2d_nchw[2] = 0.000000e+00f;
+ conv2d_nchw[6] = 0.000000e+00f;
conv2d_nchw[10] = 0.000000e+00f;
+ conv2d_nchw[14] = 0.000000e+00f;
+ conv2d_nchw[18] = 0.000000e+00f;
+ conv2d_nchw[22] = 0.000000e+00f;
+ conv2d_nchw[26] = 0.000000e+00f;
+ conv2d_nchw[3] = 0.000000e+00f;
+ conv2d_nchw[7] = 0.000000e+00f;
conv2d_nchw[11] = 0.000000e+00f;
- conv2d_nchw[12] = 0.000000e+00f;
- conv2d_nchw[13] = 0.000000e+00f;
- for (int rc_outer_outer = 0; rc_outer_outer < 64; ++rc_outer_outer) {
- for (int ry_outer_outer = 0; ry_outer_outer < 3; ++ry_outer_outer) {
- __syncthreads();
- if (((int)threadIdx.x) < 18) {
- pad_temp_shared[(((int)threadIdx.x) * 4)] = (((((1 <= (ry_outer_outer + (((int)blockIdx.x) % 7))) && ((ry_outer_outer + (((int)blockIdx.x) % 7)) < 8)) && (1 <= ((((int)threadIdx.x) * 4) % 9))) && (((((int)threadIdx.x) * 4) % 9) < 8)) ? data[((((((rc_outer_outer * 392) + (((((int)threadIdx.x) * 4) / 9) * 49)) + (ry_outer_outer * 7)) + ((((int)blockIdx.x) % 7) * 7)) + ((((int)threadIdx.x) * 4) % 9)) - 8)] : 0.000000e+00f);
- }
- if (((int)threadIdx.x) < 18) {
- pad_temp_shared[((((int)threadIdx.x) * 4) + 1)] = (((((1 <= (ry_outer_outer + (((int)blockIdx.x) % 7))) && ((ry_outer_outer + (((int)blockIdx.x) % 7)) < 8)) && (1 <= (((((int)threadIdx.x) * 4) + 1) % 9))) && ((((((int)threadIdx.x) * 4) + 1) % 9) < 8)) ? data[((((((rc_outer_outer * 392) + ((((((int)threadIdx.x) * 4) + 1) / 9) * 49)) + (ry_outer_outer * 7)) + ((((int)blockIdx.x) % 7) * 7)) + (((((int)threadIdx.x) * 4) + 1) % 9)) - 8)] : 0.000000e+00f);
- }
- if (((int)threadIdx.x) < 18) {
- pad_temp_shared[((((int)threadIdx.x) * 4) + 2)] = (((((1 <= (ry_outer_outer + (((int)blockIdx.x) % 7))) && ((ry_outer_outer + (((int)blockIdx.x) % 7)) < 8)) && (1 <= (((((int)threadIdx.x) * 4) + 2) % 9))) && ((((((int)threadIdx.x) * 4) + 2) % 9) < 8)) ? data[((((((rc_outer_outer * 392) + ((((((int)threadIdx.x) * 4) + 2) / 9) * 49)) + (ry_outer_outer * 7)) + ((((int)blockIdx.x) % 7) * 7)) + (((((int)threadIdx.x) * 4) + 2) % 9)) - 8)] : 0.000000e+00f);
- }
- if (((int)threadIdx.x) < 18) {
- pad_temp_shared[((((int)threadIdx.x) * 4) + 3)] = (((((1 <= (ry_outer_outer + (((int)blockIdx.x) % 7))) && ((ry_outer_outer + (((int)blockIdx.x) % 7)) < 8)) && (1 <= (((((int)threadIdx.x) * 4) + 3) % 9))) && ((((((int)threadIdx.x) * 4) + 3) % 9) < 8)) ? data[((((((rc_outer_outer * 392) + ((((((int)threadIdx.x) * 4) + 3) / 9) * 49)) + (ry_outer_outer * 7)) + ((((int)blockIdx.x) % 7) * 7)) + (((((int)threadIdx.x) * 4) + 3) % 9)) - 8)] : 0.000000e+00f);
+ conv2d_nchw[15] = 0.000000e+00f;
+ conv2d_nchw[19] = 0.000000e+00f;
+ conv2d_nchw[23] = 0.000000e+00f;
+ conv2d_nchw[27] = 0.000000e+00f;
+ for (int rc_outer_outer = 0; rc_outer_outer < 32; ++rc_outer_outer) {
+ __syncthreads();
+ pad_temp_shared[(((int)threadIdx.x) * 8)] = (((((9 <= ((((int)threadIdx.x) * 8) % 81)) && (((((int)threadIdx.x) * 8) % 81) < 72)) && (1 <= ((((int)threadIdx.x) * 8) % 9))) && (((((int)threadIdx.x) * 8) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + (((((int)threadIdx.x) * 8) / 81) * 49)) + ((((((int)threadIdx.x) * 8) % 81) / 9) * 7)) + ((((int)threadIdx.x) * 8) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 1)] = (((((9 <= (((((int)threadIdx.x) * 8) + 1) % 81)) && ((((((int)threadIdx.x) * 8) + 1) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 1) % 9))) && ((((((int)threadIdx.x) * 8) + 1) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 1) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 1) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 1) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 2)] = (((((9 <= (((((int)threadIdx.x) * 8) + 2) % 81)) && ((((((int)threadIdx.x) * 8) + 2) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 2) % 9))) && ((((((int)threadIdx.x) * 8) + 2) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 2) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 2) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 2) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 3)] = (((((9 <= (((((int)threadIdx.x) * 8) + 3) % 81)) && ((((((int)threadIdx.x) * 8) + 3) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 3) % 9))) && ((((((int)threadIdx.x) * 8) + 3) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 3) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 3) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 3) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 4)] = (((((9 <= (((((int)threadIdx.x) * 8) + 4) % 81)) && ((((((int)threadIdx.x) * 8) + 4) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 4) % 9))) && ((((((int)threadIdx.x) * 8) + 4) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 4) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 4) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 4) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 5)] = (((((9 <= (((((int)threadIdx.x) * 8) + 5) % 81)) && ((((((int)threadIdx.x) * 8) + 5) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 5) % 9))) && ((((((int)threadIdx.x) * 8) + 5) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 5) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 5) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 5) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 6)] = (((((9 <= (((((int)threadIdx.x) * 8) + 6) % 81)) && ((((((int)threadIdx.x) * 8) + 6) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 6) % 9))) && ((((((int)threadIdx.x) * 8) + 6) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 6) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 6) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 6) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 7)] = (((((9 <= (((((int)threadIdx.x) * 8) + 7) % 81)) && ((((((int)threadIdx.x) * 8) + 7) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 7) % 9))) && ((((((int)threadIdx.x) * 8) + 7) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 7) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 7) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 7) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 448)] = (((((9 <= (((((int)threadIdx.x) * 8) + 43) % 81)) && ((((((int)threadIdx.x) * 8) + 43) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 7) % 9))) && ((((((int)threadIdx.x) * 8) + 7) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 448) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 43) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 7) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 449)] = (((((9 <= (((((int)threadIdx.x) * 8) + 44) % 81)) && ((((((int)threadIdx.x) * 8) + 44) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 8) % 9))) && ((((((int)threadIdx.x) * 8) + 8) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 449) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 44) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 8) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 450)] = (((((1 <= ((((((int)threadIdx.x) * 8) / 9) + 5) % 9)) && ((((((int)threadIdx.x) * 8) + 45) % 81) < 72)) && (1 <= ((((int)threadIdx.x) * 8) % 9))) && (((((int)threadIdx.x) * 8) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 450) / 81) * 49)) + (((((((int)threadIdx.x) * 8) / 9) + 5) % 9) * 7)) + ((((int)threadIdx.x) * 8) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 451)] = (((((9 <= (((((int)threadIdx.x) * 8) + 46) % 81)) && ((((((int)threadIdx.x) * 8) + 46) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 1) % 9))) && ((((((int)threadIdx.x) * 8) + 1) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 451) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 46) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 1) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 452)] = (((((9 <= (((((int)threadIdx.x) * 8) + 47) % 81)) && ((((((int)threadIdx.x) * 8) + 47) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 2) % 9))) && ((((((int)threadIdx.x) * 8) + 2) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 452) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 47) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 2) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 453)] = (((((9 <= (((((int)threadIdx.x) * 8) + 48) % 81)) && ((((((int)threadIdx.x) * 8) + 48) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 3) % 9))) && ((((((int)threadIdx.x) * 8) + 3) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 453) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 48) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 3) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 454)] = (((((9 <= (((((int)threadIdx.x) * 8) + 49) % 81)) && ((((((int)threadIdx.x) * 8) + 49) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 4) % 9))) && ((((((int)threadIdx.x) * 8) + 4) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 454) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 49) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 4) % 9)) - 8)] : 0.000000e+00f);
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 455)] = (((((9 <= (((((int)threadIdx.x) * 8) + 50) % 81)) && ((((((int)threadIdx.x) * 8) + 50) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 5) % 9))) && ((((((int)threadIdx.x) * 8) + 5) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 455) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 50) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 5) % 9)) - 8)] : 0.000000e+00f);
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 896)] = (((((9 <= (((((int)threadIdx.x) * 8) + 5) % 81)) && ((((((int)threadIdx.x) * 8) + 5) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 5) % 9))) && ((((((int)threadIdx.x) * 8) + 5) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 896) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 5) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 5) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 897)] = (((((9 <= (((((int)threadIdx.x) * 8) + 6) % 81)) && ((((((int)threadIdx.x) * 8) + 6) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 6) % 9))) && ((((((int)threadIdx.x) * 8) + 6) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 897) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 6) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 6) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 898)] = (((((9 <= (((((int)threadIdx.x) * 8) + 7) % 81)) && ((((((int)threadIdx.x) * 8) + 7) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 7) % 9))) && ((((((int)threadIdx.x) * 8) + 7) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 898) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 7) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 7) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 899)] = (((((9 <= (((((int)threadIdx.x) * 8) + 8) % 81)) && ((((((int)threadIdx.x) * 8) + 8) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 8) % 9))) && ((((((int)threadIdx.x) * 8) + 8) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 899) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 8) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 8) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 900)] = (((((1 <= ((((((int)threadIdx.x) * 8) / 9) + 1) % 9)) && ((((((int)threadIdx.x) * 8) + 9) % 81) < 72)) && (1 <= ((((int)threadIdx.x) * 8) % 9))) && (((((int)threadIdx.x) * 8) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 900) / 81) * 49)) + (((((((int)threadIdx.x) * 8) / 9) + 1) % 9) * 7)) + ((((int)threadIdx.x) * 8) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 901)] = (((((9 <= (((((int)threadIdx.x) * 8) + 10) % 81)) && ((((((int)threadIdx.x) * 8) + 10) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 1) % 9))) && ((((((int)threadIdx.x) * 8) + 1) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 901) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 10) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 1) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 902)] = (((((9 <= (((((int)threadIdx.x) * 8) + 11) % 81)) && ((((((int)threadIdx.x) * 8) + 11) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 2) % 9))) && ((((((int)threadIdx.x) * 8) + 2) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 902) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 11) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 2) % 9)) - 8)] : 0.000000e+00f);
+ }
+ if (((int)threadIdx.x) < 50) {
+ pad_temp_shared[((((int)threadIdx.x) * 8) + 903)] = (((((9 <= (((((int)threadIdx.x) * 8) + 12) % 81)) && ((((((int)threadIdx.x) * 8) + 12) % 81) < 72)) && (1 <= (((((int)threadIdx.x) * 8) + 3) % 9))) && ((((((int)threadIdx.x) * 8) + 3) % 9) < 8)) ? data[(((((rc_outer_outer * 784) + ((((((int)threadIdx.x) * 8) + 903) / 81) * 49)) + (((((((int)threadIdx.x) * 8) + 12) % 81) / 9) * 7)) + (((((int)threadIdx.x) * 8) + 3) % 9)) - 8)] : 0.000000e+00f);
+ }
+ kernel_shared[((int)threadIdx.x)] = kernel[(((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + ((int)threadIdx.x))];
+ kernel_shared[(((int)threadIdx.x) + 56)] = kernel[((((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 56) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 112)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 112) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 112) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 168)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 168) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 24)];
+ kernel_shared[(((int)threadIdx.x) + 224)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 224) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 80) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 280)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 280) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 136) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 336)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 336) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 48)];
+ kernel_shared[(((int)threadIdx.x) + 392)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 392) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 104) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 448)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 448) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 16) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 504)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 504) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 72)];
+ kernel_shared[(((int)threadIdx.x) + 560)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 560) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 128) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 616)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 616) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 40) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 672)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 672) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 32) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 728)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 728) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 8) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 784)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 784) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 64) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 840)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 840) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 40) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 896)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 896) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 32) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 952)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 952) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 88) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1008)] = kernel[((((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 32256)];
+ kernel_shared[(((int)threadIdx.x) + 1064)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1064) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 56) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1120)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1120) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 112) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1176)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1176) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 24)];
+ kernel_shared[(((int)threadIdx.x) + 1232)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1232) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 80) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1288)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1288) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 136) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1344)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1344) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 48)];
+ kernel_shared[(((int)threadIdx.x) + 1400)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1400) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 104) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1456)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1456) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 16) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1512)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1512) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 72)];
+ kernel_shared[(((int)threadIdx.x) + 1568)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1568) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 128) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1624)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1624) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 40) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1680)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1680) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 32) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1736)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1736) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 8) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1792)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1792) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 64) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1848)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1848) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 40) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1904)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1904) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 32) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 1960)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 1960) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 88) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2016)] = kernel[((((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 64512)];
+ kernel_shared[(((int)threadIdx.x) + 2072)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2072) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 56) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2128)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2128) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 112) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2184)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2184) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 24)];
+ kernel_shared[(((int)threadIdx.x) + 2240)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2240) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 80) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2296)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2296) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 136) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2352)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2352) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 48)];
+ kernel_shared[(((int)threadIdx.x) + 2408)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2408) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 104) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2464)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2464) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 16) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2520)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2520) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 72)];
+ kernel_shared[(((int)threadIdx.x) + 2576)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2576) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 128) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2632)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2632) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 40) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2688)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2688) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 32) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2744)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2744) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 8) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2800)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2800) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 64) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2856)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2856) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 40) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2912)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2912) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 32) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 2968)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 2968) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 88) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3024)] = kernel[((((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 96768)];
+ kernel_shared[(((int)threadIdx.x) + 3080)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3080) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 56) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3136)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3136) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 112) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3192)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3192) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 24)];
+ kernel_shared[(((int)threadIdx.x) + 3248)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3248) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 80) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3304)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3304) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 136) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3360)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3360) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 48)];
+ kernel_shared[(((int)threadIdx.x) + 3416)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3416) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 104) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3472)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3472) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 16) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3528)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3528) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 72)];
+ kernel_shared[(((int)threadIdx.x) + 3584)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3584) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 128) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3640)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3640) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 40) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3696)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3696) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 32) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3752)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3752) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 8) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3808)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3808) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 64) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3864)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3864) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) / 3) + 40) % 48) * 3)) + (((int)threadIdx.x) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3920)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3920) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 32) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 3976)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 3976) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 88) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4032)] = kernel[((((((int)blockIdx.x) * 147456) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 129024)];
+ kernel_shared[(((int)threadIdx.x) + 4088)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4088) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 56) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4144)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4144) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 112) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4200)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4200) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 24)];
+ kernel_shared[(((int)threadIdx.x) + 4256)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4256) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 80) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4312)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4312) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 136) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4368)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4368) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 48)];
+ kernel_shared[(((int)threadIdx.x) + 4424)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4424) / 144) * 4608)) + (rc_outer_outer * 144)) + ((((((int)threadIdx.x) + 104) % 144) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4480)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4480) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 16) / 3) * 3)) + ((((int)threadIdx.x) + 1) % 3))];
+ kernel_shared[(((int)threadIdx.x) + 4536)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4536) / 144) * 4608)) + (rc_outer_outer * 144)) + ((int)threadIdx.x)) + 72)];
+ if (((int)threadIdx.x) < 16) {
+ kernel_shared[(((int)threadIdx.x) + 4592)] = kernel[(((((((int)blockIdx.x) * 147456) + (((((int)threadIdx.x) + 4592) / 144) * 4608)) + (rc_outer_outer * 144)) + (((((int)threadIdx.x) + 128) / 3) * 3)) + ((((int)threadIdx.x) + 2) % 3))];
+ }
+ __syncthreads();
+ for (int rc_outer_inner = 0; rc_outer_inner < 2; ++rc_outer_inner) {
+ for (int ry_outer_inner = 0; ry_outer_inner < 3; ++ry_outer_inner) {
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[(((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9))] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3))]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[(((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9))] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 144)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 1)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 145)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 8)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 2)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 8)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 146)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 81)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 9)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 81)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 153)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 10)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 154)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 89)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 11)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 89)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 155)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 162)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 18)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 162)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 162)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 19)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 163)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 170)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 20)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 170)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 164)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 243)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 27)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 243)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 171)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 28)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 172)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 251)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 29)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 251)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 173)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 324)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 36)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 324)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 180)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 37)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 181)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 332)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 38)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 332)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 182)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 405)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 45)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 405)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 189)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 46)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 190)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 413)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 47)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 413)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 191)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 486)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 54)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 486)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 198)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 55)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 199)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 494)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 56)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 494)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 200)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 567)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 63)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 567)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 207)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 64)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 208)]));
+ conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[16] = (conv2d_nchw[16] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[20] = (conv2d_nchw[20] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[24] = (conv2d_nchw[24] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 575)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 65)]));
+ conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[17] = (conv2d_nchw[17] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[21] = (conv2d_nchw[21] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[25] = (conv2d_nchw[25] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 575)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 209)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[(((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9))] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 288)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[(((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9))] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 432)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 289)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 433)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 8)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 290)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 8)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 434)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 81)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 297)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 81)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 441)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 298)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 82)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 442)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 89)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 299)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 83)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 84)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 85)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 86)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 87)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 88)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 89)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 443)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 162)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 306)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 162)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 450)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 307)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 163)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 451)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 170)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 308)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 164)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 165)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 166)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 167)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 168)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 169)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 170)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 452)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 243)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 315)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 243)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 459)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 316)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 244)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 460)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 251)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 317)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 245)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 246)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 247)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 248)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 249)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 250)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 251)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 461)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 324)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 324)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 324)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 468)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 325)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 325)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 469)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 332)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 326)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 326)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 327)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 328)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 329)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 330)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 331)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 332)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 470)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 405)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 333)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 405)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 477)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 334)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 406)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 478)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 413)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 335)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 407)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 408)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 409)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 410)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 411)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 412)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 413)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 479)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 486)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 342)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 486)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 486)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 343)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 487)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 487)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 494)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 344)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 488)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 489)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 490)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 491)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 492)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 493)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 494)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 488)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 567)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 351)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 567)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 495)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 352)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 568)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 496)]));
+ conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[14] = (conv2d_nchw[14] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[18] = (conv2d_nchw[18] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[22] = (conv2d_nchw[22] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[26] = (conv2d_nchw[26] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 575)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 353)]));
+ conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 569)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 570)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 571)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[15] = (conv2d_nchw[15] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 572)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[19] = (conv2d_nchw[19] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 573)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[23] = (conv2d_nchw[23] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 574)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
+ conv2d_nchw[27] = (conv2d_nchw[27] + (pad_temp_shared[((((rc_outer_inner * 648) + (ry_outer_inner * 9)) + ((((int)threadIdx.x) % 7) * 9)) + 575)] * kernel_shared[(((((((int)threadIdx.x) / 7) * 576) + (rc_outer_inner * 72)) + (ry_outer_inner * 3)) + 497)]));
}
- kernel_shared[((int)threadIdx.x)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3))];
- kernel_shared[(((int)threadIdx.x) + 64)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 64) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 128)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 128) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 192)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 36864)];
- kernel_shared[(((int)threadIdx.x) + 256)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 256) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 320)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 320) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 384)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 73728)];
- kernel_shared[(((int)threadIdx.x) + 448)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 448) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 512)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 512) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 576)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 110592)];
- kernel_shared[(((int)threadIdx.x) + 640)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 640) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 704)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 704) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 768)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 147456)];
- kernel_shared[(((int)threadIdx.x) + 832)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 832) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 896)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 896) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 960)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 184320)];
- kernel_shared[(((int)threadIdx.x) + 1024)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1024) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1088)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1088) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1152)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 221184)];
- kernel_shared[(((int)threadIdx.x) + 1216)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1216) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1280)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1280) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1344)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 258048)];
- kernel_shared[(((int)threadIdx.x) + 1408)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1408) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1472)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1472) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1536)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 294912)];
- kernel_shared[(((int)threadIdx.x) + 1600)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1600) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1664)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1664) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1728)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 331776)];
- kernel_shared[(((int)threadIdx.x) + 1792)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1792) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1856)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1856) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 1920)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 368640)];
- kernel_shared[(((int)threadIdx.x) + 1984)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 1984) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2048)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2048) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2112)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 405504)];
- kernel_shared[(((int)threadIdx.x) + 2176)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2176) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2240)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2240) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2304)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 442368)];
- kernel_shared[(((int)threadIdx.x) + 2368)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2368) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2432)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2432) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2496)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 479232)];
- kernel_shared[(((int)threadIdx.x) + 2560)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2560) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2624)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2624) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2688)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 516096)];
- kernel_shared[(((int)threadIdx.x) + 2752)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2752) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2816)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2816) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- kernel_shared[(((int)threadIdx.x) + 2880)] = kernel[((((((((((int)blockIdx.x) / 7) * 589824) + ((((int)threadIdx.x) / 24) * 4608)) + (rc_outer_outer * 72)) + (((((int)threadIdx.x) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + (((int)threadIdx.x) % 3)) + 552960)];
- kernel_shared[(((int)threadIdx.x) + 2944)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 2944) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 16) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 1) % 3))];
- kernel_shared[(((int)threadIdx.x) + 3008)] = kernel[(((((((((int)blockIdx.x) / 7) * 589824) + (((((int)threadIdx.x) + 3008) / 24) * 4608)) + (rc_outer_outer * 72)) + ((((((int)threadIdx.x) + 8) % 24) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) + 2) % 3))];
- __syncthreads();
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[0] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[9] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[1] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[10] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[2] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[3] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[4] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[5] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[6] * kernel_shared[(((int)threadIdx.x) * 48)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 3)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[0] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[9] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[1] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[10] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[2] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[3] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[4] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[5] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[6] * kernel_shared[((((int)threadIdx.x) * 48) + 24)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 27)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[1] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[10] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[2] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[3] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[4] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[5] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[6] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[7] * kernel_shared[((((int)threadIdx.x) * 48) + 1)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[16] * kernel_shared[((((int)threadIdx.x) * 48) + 4)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[1] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[10] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[2] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[3] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[4] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[5] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[6] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[7] * kernel_shared[((((int)threadIdx.x) * 48) + 25)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[16] * kernel_shared[((((int)threadIdx.x) * 48) + 28)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[2] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[3] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[4] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[5] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[6] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[7] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[16] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[8] * kernel_shared[((((int)threadIdx.x) * 48) + 2)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[17] * kernel_shared[((((int)threadIdx.x) * 48) + 5)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[2] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[11] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[3] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[12] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[4] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[13] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[5] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[14] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[6] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[15] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[7] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[16] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[8] * kernel_shared[((((int)threadIdx.x) * 48) + 26)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[17] * kernel_shared[((((int)threadIdx.x) * 48) + 29)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[18] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[27] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[19] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[28] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 6)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 9)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[18] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[27] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[19] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[28] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 30)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 33)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[19] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[28] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[25] * kernel_shared[((((int)threadIdx.x) * 48) + 7)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[34] * kernel_shared[((((int)threadIdx.x) * 48) + 10)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[19] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[28] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[25] * kernel_shared[((((int)threadIdx.x) * 48) + 31)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[34] * kernel_shared[((((int)threadIdx.x) * 48) + 34)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[25] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[34] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[26] * kernel_shared[((((int)threadIdx.x) * 48) + 8)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[35] * kernel_shared[((((int)threadIdx.x) * 48) + 11)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[20] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[29] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[21] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[30] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[22] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[31] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[23] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[32] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[24] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[33] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[25] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[34] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[26] * kernel_shared[((((int)threadIdx.x) * 48) + 32)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[35] * kernel_shared[((((int)threadIdx.x) * 48) + 35)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[36] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[45] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[37] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[46] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 12)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 15)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[36] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[45] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[37] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[46] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 36)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 39)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[37] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[46] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[43] * kernel_shared[((((int)threadIdx.x) * 48) + 13)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[52] * kernel_shared[((((int)threadIdx.x) * 48) + 16)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[37] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[46] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[43] * kernel_shared[((((int)threadIdx.x) * 48) + 37)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[52] * kernel_shared[((((int)threadIdx.x) * 48) + 40)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[43] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[52] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[44] * kernel_shared[((((int)threadIdx.x) * 48) + 14)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[53] * kernel_shared[((((int)threadIdx.x) * 48) + 17)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[38] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[47] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[39] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[48] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[40] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[49] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[41] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[50] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[42] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[51] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[43] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[52] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[44] * kernel_shared[((((int)threadIdx.x) * 48) + 38)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[53] * kernel_shared[((((int)threadIdx.x) * 48) + 41)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[54] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[63] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[55] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[64] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 18)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 21)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[54] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[63] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[55] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[64] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 42)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 45)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[55] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[64] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[61] * kernel_shared[((((int)threadIdx.x) * 48) + 19)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[70] * kernel_shared[((((int)threadIdx.x) * 48) + 22)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[55] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[64] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[61] * kernel_shared[((((int)threadIdx.x) * 48) + 43)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[70] * kernel_shared[((((int)threadIdx.x) * 48) + 46)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[61] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[70] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[62] * kernel_shared[((((int)threadIdx.x) * 48) + 20)]));
- conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[71] * kernel_shared[((((int)threadIdx.x) * 48) + 23)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[56] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[65] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[57] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[66] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[58] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[67] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[59] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[68] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[60] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[69] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[61] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[70] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[62] * kernel_shared[((((int)threadIdx.x) * 48) + 44)]));
- conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[71] * kernel_shared[((((int)threadIdx.x) * 48) + 47)]));
}
}
- for (int i1_inner = 0; i1_inner < 2; ++i1_inner) {
- for (int i3_inner = 0; i3_inner < 7; ++i3_inner) {
- compute[((((((((int)blockIdx.x) / 7) * 6272) + (((int)threadIdx.x) * 98)) + (i1_inner * 49)) + ((((int)blockIdx.x) % 7) * 7)) + i3_inner)] = max((conv2d_nchw[((i1_inner * 7) + i3_inner)] + bias[((((((int)blockIdx.x) / 7) * 128) + (((int)threadIdx.x) * 2)) + i1_inner)]), 0.000000e+00f);
- }
+ for (int i1_inner = 0; i1_inner < 4; ++i1_inner) {
+ compute[((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7))] = max((conv2d_nchw[i1_inner] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 1)] = max((conv2d_nchw[(i1_inner + 4)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 2)] = max((conv2d_nchw[(i1_inner + 8)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 3)] = max((conv2d_nchw[(i1_inner + 12)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 4)] = max((conv2d_nchw[(i1_inner + 16)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 5)] = max((conv2d_nchw[(i1_inner + 20)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
+ compute[(((((((int)blockIdx.x) * 1568) + ((((int)threadIdx.x) / 7) * 196)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + 6)] = max((conv2d_nchw[(i1_inner + 24)] + bias[(((((int)blockIdx.x) * 32) + ((((int)threadIdx.x) / 7) * 4)) + i1_inner)]), 0.000000e+00f);
}
}
</pre></div>
@@ -1567,7 +2448,7 @@ In the example below we resume the status and do more 5 trials.</p>
Get devices for measurement successfully!
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 3 minutes 22.012 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 3 minutes 42.266 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-tune-with-autoscheduler-tune-conv2d-layer-cuda-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/e3e540f3b477c0c52d8eb73e674e8ffd/tune_conv2d_layer_cuda.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">tune_conv2d_layer_cuda.py</span></code></a></p>
diff --git a/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html b/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html
index 38adacba4..9dafc8588 100644
--- a/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html
+++ b/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html
@@ -906,7 +906,7 @@ so we can read the log file and load the best schedules.</p>
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 9.9235 9.9427 9.9785 9.8494 0.0544
+ 10.0557 10.0584 10.0794 10.0294 0.0205
</pre></div>
</div>
</div>
diff --git a/docs/how_to/tune_with_autoscheduler/tune_network_x86.html b/docs/how_to/tune_with_autoscheduler/tune_network_x86.html
index e1bff8faa..e4c5dd6f5 100644
--- a/docs/how_to/tune_with_autoscheduler/tune_network_x86.html
+++ b/docs/how_to/tune_with_autoscheduler/tune_network_x86.html
@@ -925,7 +925,7 @@ so we can read the log file and load the best schedules.</p>
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 756.4247 755.5638 758.1695 755.5409 1.2338
+ 756.6551 756.4193 757.5851 755.9609 0.6838
</pre></div>
</div>
</div>
@@ -947,7 +947,7 @@ to learn how to use the RPC Tracker and RPC Server.
To use the RPC Tracker in auto-scheduler, replace the runner in <code class="code docutils literal notranslate"><span class="pre">TuningOptions</span></code>
with <a class="reference internal" href="../../reference/api/python/auto_scheduler.html#tvm.auto_scheduler.RPCRunner" title="tvm.auto_scheduler.RPCRunner"><code class="xref any py py-class docutils literal notranslate"><span class="pre">auto_scheduler.RPCRunner</span></code></a>.</p></li>
</ol>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 21.578 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 24.015 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-tune-with-autoscheduler-tune-network-x86-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/e416b94ca1090b0897c0f6e0df95b911/tune_network_x86.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">tune_network_x86.py</span></code></a></p>
diff --git a/docs/how_to/tune_with_autoscheduler/tune_sparse_x86.html b/docs/how_to/tune_with_autoscheduler/tune_sparse_x86.html
index 1805dca4a..0f4c1507e 100644
--- a/docs/how_to/tune_with_autoscheduler/tune_sparse_x86.html
+++ b/docs/how_to/tune_with_autoscheduler/tune_sparse_x86.html
@@ -625,32 +625,104 @@ layout transformation, parallelization, vectorization, unrolling, and operator f
placeholder_4: Buffer(placeholder_14: Pointer(float32), float32, [65536], []),
compute: Buffer(compute_2: Pointer(float32), float32, [65536], [])}
buffer_map = {placeholder_5: placeholder, placeholder_6: placeholder_1, placeholder_7: placeholder_2, placeholder_8: placeholder_3, placeholder_9: placeholder_4, compute_1: compute}
- preflattened_buffer_map = {placeholder_5: placeholder_15: Buffer(placeholder_10, float32, [128, 256], []), placeholder_8: placeholder_16: Buffer(placeholder_13, int32, [33], []), placeholder_9: placeholder_17: Buffer(placeholder_14, float32, [128, 512], []), placeholder_6: placeholder_18: Buffer(placeholder_11, float32, [4916, 16, 1], []), placeholder_7: placeholder_19: Buffer(placeholder_12, int32, [4916], []), compute_1: compute_3: Buffer(compute_2, float32, [128, 512], [])} {
- for (i0.outer.i1.outer.fused: int32, 0, 512) "parallel" {
- allocate(compute_4: Pointer(global float32), float32, [128]), storage_scope = global {
- for (i.outer.inner: int32, 0, 2) {
- for (nb_j.inner: int32, 0, 2) {
- for (i.inner.init: int32, 0, 2) {
- for (j.init: int32, 0, 16) {
- compute_5: Buffer(compute_4, float32, [128], [])[((((i.outer.inner*64) + (i.inner.init*32)) + (nb_j.inner*16)) + j.init)] = 0f32
+ preflattened_buffer_map = {placeholder_8: placeholder_15: Buffer(placeholder_13, int32, [33], []), placeholder_5: placeholder_16: Buffer(placeholder_10, float32, [128, 256], []), placeholder_6: placeholder_17: Buffer(placeholder_11, float32, [4916, 16, 1], []), compute_1: compute_3: Buffer(compute_2, float32, [128, 512], []), placeholder_9: placeholder_18: Buffer(placeholder_14, float32, [128, 512], []), placeholder_7: placeholder_19: Buffer(placeholder_12, int32, [4916], [])} {
+ for (i0.outer.i1.outer.fused: int32, 0, 256) "parallel" {
+ allocate(compute_4: Pointer(global float32), float32, [256]), storage_scope = global {
+ for (i.inner.init: int32, 0, 16) {
+ let cse_var_1: int32 = (i.inner.init*16)
+ {
+ compute_5: Buffer(compute_4, float32, [256], [])[cse_var_1] = 0f32
+ compute_5[(cse_var_1 + 1)] = 0f32
+ compute_5[(cse_var_1 + 2)] = 0f32
+ compute_5[(cse_var_1 + 3)] = 0f32
+ compute_5[(cse_var_1 + 4)] = 0f32
+ compute_5[(cse_var_1 + 5)] = 0f32
+ compute_5[(cse_var_1 + 6)] = 0f32
+ compute_5[(cse_var_1 + 7)] = 0f32
+ compute_5[(cse_var_1 + 8)] = 0f32
+ compute_5[(cse_var_1 + 9)] = 0f32
+ compute_5[(cse_var_1 + 10)] = 0f32
+ compute_5[(cse_var_1 + 11)] = 0f32
+ compute_5[(cse_var_1 + 12)] = 0f32
+ compute_5[(cse_var_1 + 13)] = 0f32
+ compute_5[(cse_var_1 + 14)] = 0f32
+ compute_5[(cse_var_1 + 15)] = 0f32
+ }
+ }
+ for (elem_idx: int32, 0, let cse_var_2: int32 = floormod(i0.outer.i1.outer.fused, 32) in (placeholder_3[(cse_var_2 + 1)] - placeholder_3[cse_var_2])) {
+ for (i.inner: int32, 0, 16) {
+ let cse_var_3: int32 = floormod(i0.outer.i1.outer.fused, 32)
+ {
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_4: int32 = (i.inner*16)
+ compute_5[cse_var_4] = (compute_5[cse_var_4] + (placeholder_1[((placeholder_3[cse_var_3]*16) + (elem_idx*16))]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
}
- }
- for (elem_idx: int32, 0, let cse_var_1: int32 = ((floormod(i0.outer.i1.outer.fused, 16)*2) + nb_j.inner) in (placeholder_3[(cse_var_1 + 1)] - placeholder_3[cse_var_1])) {
- for (i.inner: int32, 0, 2) {
- for (j: int32, 0, 16) {
- let cse_var_3: int32 = ((floormod(i0.outer.i1.outer.fused, 16)*2) + nb_j.inner)
- let cse_var_2: int32 = ((((i.outer.inner*64) + (i.inner*32)) + (nb_j.inner*16)) + j)
- compute_5[cse_var_2] = (compute_5[cse_var_2] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + j)]*max(placeholder[((((floordiv(i0.outer.i1.outer.fused, 16)*1024) + (i.outer.inner*512)) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
- }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_5: int32 = ((i.inner*16) + 1)
+ compute_5[cse_var_5] = (compute_5[cse_var_5] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 1)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_6: int32 = ((i.inner*16) + 2)
+ compute_5[cse_var_6] = (compute_5[cse_var_6] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 2)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_7: int32 = ((i.inner*16) + 3)
+ compute_5[cse_var_7] = (compute_5[cse_var_7] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 3)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_8: int32 = ((i.inner*16) + 4)
+ compute_5[cse_var_8] = (compute_5[cse_var_8] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 4)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_9: int32 = ((i.inner*16) + 5)
+ compute_5[cse_var_9] = (compute_5[cse_var_9] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 5)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_10: int32 = ((i.inner*16) + 6)
+ compute_5[cse_var_10] = (compute_5[cse_var_10] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 6)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_11: int32 = ((i.inner*16) + 7)
+ compute_5[cse_var_11] = (compute_5[cse_var_11] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 7)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_12: int32 = ((i.inner*16) + 8)
+ compute_5[cse_var_12] = (compute_5[cse_var_12] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 8)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_13: int32 = ((i.inner*16) + 9)
+ compute_5[cse_var_13] = (compute_5[cse_var_13] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 9)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_14: int32 = ((i.inner*16) + 10)
+ compute_5[cse_var_14] = (compute_5[cse_var_14] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 10)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_15: int32 = ((i.inner*16) + 11)
+ compute_5[cse_var_15] = (compute_5[cse_var_15] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 11)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_16: int32 = ((i.inner*16) + 12)
+ compute_5[cse_var_16] = (compute_5[cse_var_16] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 12)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_17: int32 = ((i.inner*16) + 13)
+ compute_5[cse_var_17] = (compute_5[cse_var_17] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 13)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_18: int32 = ((i.inner*16) + 14)
+ compute_5[cse_var_18] = (compute_5[cse_var_18] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 14)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
+ }
+ if @tir.likely((elem_idx < (placeholder_3[(cse_var_3 + 1)] - placeholder_3[cse_var_3])), dtype=bool) {
+ let cse_var_19: int32 = ((i.inner*16) + 15)
+ compute_5[cse_var_19] = (compute_5[cse_var_19] + (placeholder_1[(((placeholder_3[cse_var_3]*16) + (elem_idx*16)) + 15)]*max(placeholder[(((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.inner*256)) + placeholder_2[(placeholder_3[cse_var_3] + elem_idx)])], 0f32)))
}
}
}
}
- for (i0.inner: int32, 0, 4) {
- for (i1.inner: int32, 0, 32) {
- let cse_var_4: int32 = ((((floordiv(i0.outer.i1.outer.fused, 16)*2048) + (i0.inner*512)) + (floormod(i0.outer.i1.outer.fused, 16)*32)) + i1.inner)
- compute[cse_var_4] = max((compute_5[((i0.inner*32) + i1.inner)] + placeholder_4[cse_var_4]), 0f32)
- }
+ for (i0.inner: int32, 0, 16) {
+ let cse_var_20: int32 = (((floordiv(i0.outer.i1.outer.fused, 32)*8192) + (i0.inner*512)) + (floormod(i0.outer.i1.outer.fused, 32)*16))
+ compute[ramp(cse_var_20, 1, 16)] = max((compute_5[ramp((i0.inner*16), 1, 16)] + placeholder_4[ramp(cse_var_20, 1, 16)]), broadcast(0f32, 16))
}
}
}
@@ -688,7 +760,7 @@ layout transformation, parallelization, vectorization, unrolling, and operator f
<span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time of this operator: 1.864 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time of this operator: 1.949 ms
</pre></div>
</div>
<div class="admonition note">
diff --git a/docs/how_to/tune_with_autotvm/sg_execution_times.html b/docs/how_to/tune_with_autotvm/sg_execution_times.html
index 83bd08f10..e8e78d89b 100644
--- a/docs/how_to/tune_with_autotvm/sg_execution_times.html
+++ b/docs/how_to/tune_with_autotvm/sg_execution_times.html
@@ -327,7 +327,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-tune-with-autotvm-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:45.717</strong> total execution time for <strong>how_to_tune_with_autotvm</strong> files:</p>
+<p><strong>00:47.220</strong> total execution time for <strong>how_to_tune_with_autotvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -336,15 +336,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_conv2d_cuda.html#sphx-glr-how-to-tune-with-autotvm-tune-conv2d-cuda-py"><span class="std std-ref">Tuning High Performance Convolution on NVIDIA GPUs</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_conv2d_cuda.py</span></code>)</p></td>
-<td><p>00:45.681</p></td>
+<td><p>00:47.183</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_relay_x86.html#sphx-glr-how-to-tune-with-autotvm-tune-relay-x86-py"><span class="std std-ref">Auto-tuning a Convolutional Network for x86 CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_relay_x86.py</span></code>)</p></td>
-<td><p>00:00.020</p></td>
+<td><p>00:00.021</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_relay_cuda.html#sphx-glr-how-to-tune-with-autotvm-tune-relay-cuda-py"><span class="std std-ref">Auto-tuning a Convolutional Network for NVIDIA GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_relay_cuda.py</span></code>)</p></td>
-<td><p>00:00.005</p></td>
+<td><p>00:00.006</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_relay_arm.html#sphx-glr-how-to-tune-with-autotvm-tune-relay-arm-py"><span class="std std-ref">Auto-tuning a Convolutional Network for ARM CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_relay_arm.py</span></code>)</p></td>
diff --git a/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html b/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html
index 0d6e195a2..fd5a7f278 100644
--- a/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html
+++ b/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html
@@ -1436,8 +1436,8 @@ No: 8 GFLOPS: 0.00/0.00 result: Traceback (most recent call last):
TimeoutError
[('tile_f', [-1, 2, 1, 64]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 1, 4]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,4909501
-No: 9 GFLOPS: 194.07/194.07 result: MeasureResult(costs=(0.001192890988888889,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.778578281402588, timestamp=1661159094.1274717) [('tile_f', [-1, 1, 4, 8]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 2, 2]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,5072689
-No: 10 GFLOPS: 0.00/194.07 result: Traceback (most recent call last):
+No: 9 GFLOPS: 179.39/179.39 result: MeasureResult(costs=(0.0012904945777777778,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.059077024459839, timestamp=1661168398.0820603) [('tile_f', [-1, 1, 4, 8]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 2, 2]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,5072689
+No: 10 GFLOPS: 0.00/179.39 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -1560,8 +1560,8 @@ Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 871, in verify_pass
raise InstantiationError("Skipped because of invalid gpu kernel")
tvm.autotvm.task.space.InstantiationError: Skipped because of invalid gpu kernel [('tile_f', [-1, 4, 4, 8]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 1, 7]), ('tile_rc', [-1, 64, 2]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,5092711
-No: 11 GFLOPS: 260.24/260.24 result: MeasureResult(costs=(0.0008895672375690607,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7495803833007812, timestamp=1661159095.0562756) [('tile_f', [-1, 8, 2, 1]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 2, 1]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,4264713
-No: 12 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+No: 11 GFLOPS: 260.33/260.33 result: MeasureResult(costs=(0.0008892533812154697,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.4739665985107422, timestamp=1661168398.9937072) [('tile_f', [-1, 8, 2, 1]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 2, 1]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,4264713
+No: 12 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -1684,7 +1684,7 @@ Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 871, in verify_pass
raise InstantiationError("Skipped because of invalid gpu kernel")
tvm.autotvm.task.space.InstantiationError: Skipped because of invalid gpu kernel [('tile_f', [-1, 128, 1, 2]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 1, 256]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 0)],None,183542
-No: 13 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+No: 13 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -1807,7 +1807,7 @@ Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 871, in verify_pass
raise InstantiationError("Skipped because of invalid gpu kernel")
tvm.autotvm.task.space.InstantiationError: Skipped because of invalid gpu kernel [('tile_f', [-1, 4, 8, 8]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 1, 64]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 0)],None,2482196
-No: 14 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+No: 14 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -1930,9 +1930,9 @@ Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 871, in verify_pass
raise InstantiationError("Skipped because of invalid gpu kernel")
tvm.autotvm.task.space.InstantiationError: Skipped because of invalid gpu kernel [('tile_f', [-1, 64, 1, 4]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 1, 1, 7]), ('tile_rc', [-1, 4, 2]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,10306226
-No: 15 GFLOPS: 5.27/260.24 result: MeasureResult(costs=(0.043901103999999996,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.8409273624420166, timestamp=1661159099.5796323) [('tile_f', [-1, 2, 2, 8]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 4, 8]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,5330964
-No: 16 GFLOPS: 3.36/260.24 result: MeasureResult(costs=(0.06898110724999999,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.516399145126343, timestamp=1661159100.8107717) [('tile_f', [-1, 8, 4, 4]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 1, 7]), ('tile_rc', [-1, 4, 1]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 0)],None,2140058
-No: 17 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+No: 15 GFLOPS: 5.44/260.33 result: MeasureResult(costs=(0.04252716275,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.824040174484253, timestamp=1661168403.5869548) [('tile_f', [-1, 2, 2, 8]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 4, 8]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,5330964
+No: 16 GFLOPS: 3.35/260.33 result: MeasureResult(costs=(0.06918992175,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.597599267959595, timestamp=1661168404.8252556) [('tile_f', [-1, 8, 4, 4]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 1, 7]), ('tile_rc', [-1, 4, 1]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 0)],None,2140058
+No: 17 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 142, in build
res = future.result()
File "/usr/lib/python3.7/concurrent/futures/_base.py", line 435, in result
@@ -1950,8 +1950,8 @@ No: 17 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
TimeoutError
[('tile_f', [-1, 2, 2, 1]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 4, 16]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,10195251
-No: 18 GFLOPS: 28.01/260.24 result: MeasureResult(costs=(0.008265164928571428,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.2885780334472656, timestamp=1661159111.8205795) [('tile_f', [-1, 4, 8, 4]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 1, 4]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,6068603
-No: 19 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+No: 18 GFLOPS: 26.03/260.33 result: MeasureResult(costs=(0.008893833583333333,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.1983880996704102, timestamp=1661168415.7517054) [('tile_f', [-1, 4, 8, 4]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 1, 4]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,6068603
+No: 19 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -2074,7 +2074,7 @@ Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 871, in verify_pass
raise InstantiationError("Skipped because of invalid gpu kernel")
tvm.autotvm.task.space.InstantiationError: Skipped because of invalid gpu kernel [('tile_f', [-1, 16, 4, 8]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 4, 128]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,6956993
-No: 20 GFLOPS: 0.00/260.24 result: Traceback (most recent call last):
+No: 20 GFLOPS: 0.00/260.33 result: Traceback (most recent call last):
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 588, in __call__
func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 540, in _build_func_common
@@ -2237,7 +2237,7 @@ and measure running time.</p>
Best config:
[('tile_f', [-1, 8, 2, 1]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 2, 1]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,4264713
Finish loading 20 records
-Time cost of this operator: 0.001239
+Time cost of this operator: 0.001255
</pre></div>
</div>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-tune-with-autotvm-tune-conv2d-cuda-py">
diff --git a/docs/how_to/work_with_microtvm/micro_autotune.html b/docs/how_to/work_with_microtvm/micro_autotune.html
index edd4c25e0..aaf6f2864 100644
--- a/docs/how_to/work_with_microtvm/micro_autotune.html
+++ b/docs/how_to/work_with_microtvm/micro_autotune.html
@@ -584,10 +584,10 @@ the tuned operator.</p>
########## Build without Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
-tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 311.0 98.702 (1, 2, 10, 10, 3) 2 1 [311.0]
-tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 3.127 0.992 (1, 6, 10, 10) 1 1 [3.127]
-tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.964 0.306 (1, 1, 10, 10, 3) 1 1 [0.964]
-Total_time - 315.091 - - - - -
+tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 314.2 98.734 (1, 2, 10, 10, 3) 2 1 [314.2]
+tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 3.036 0.954 (1, 6, 10, 10) 1 1 [3.036]
+tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.992 0.312 (1, 1, 10, 10, 3) 1 1 [0.992]
+Total_time - 318.228 - - - - -
</pre></div>
</div>
</div>
@@ -640,10 +640,10 @@ Total_time -
########## Build with Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
-tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 131.7 97.936 (1, 6, 10, 10, 1) 2 1 [131.7]
-tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.797 1.336 (1, 6, 10, 10) 1 1 [1.797]
-tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.979 0.728 (1, 1, 10, 10, 3) 1 1 [0.979]
-Total_time - 134.475 - - - - -
+tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 218.5 98.621 (1, 1, 10, 10, 6) 2 1 [218.5]
+tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.202 0.994 (1, 6, 10, 10) 1 1 [2.202]
+tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.852 0.385 (1, 3, 10, 10, 1) 1 1 [0.852]
+Total_time - 221.555 - - - - -
</pre></div>
</div>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-work-with-microtvm-micro-autotune-py">
diff --git a/docs/how_to/work_with_microtvm/micro_train.html b/docs/how_to/work_with_microtvm/micro_train.html
index 0675f12c1..acf4b195e 100644
--- a/docs/how_to/work_with_microtvm/micro_train.html
+++ b/docs/how_to/work_with_microtvm/micro_train.html
@@ -516,7 +516,7 @@ take about <strong>2 minutes</strong> to download the Stanford Cars, while COCO
<a href="https://docs.python.org/3/library/shutil.html#shutil.move" title="shutil.move" class="sphx-glr-backref-module-shutil sphx-glr-backref-type-py-function"><span class="n">shutil</span><span class="o">.</span><span class="n">move</span></a><span class="p">(</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-typ [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>'/tmp/tmp81y8dnz3/images/random'
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>'/tmp/tmp16o7ctfe/images/random'
</pre></div>
</div>
</div>
@@ -576,8 +576,8 @@ objects to other stuff? We can display some examples from our datasets using <co
<span class="n">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s2">"off"</span><span class="p">)</span>
</pre></div>
</div>
-<img src="../../_images/sphx_glr_micro_train_001.png" srcset="../../_images/sphx_glr_micro_train_001.png" alt="[1.0, 0.0], [1.0, 0.0], [1.0, 0.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [1.0, 0.0], [0.0, 1.0], [1.0, 0.0]" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/tmp/tmp81y8dnz3/images/target contains 8144 images
-/tmp/tmp81y8dnz3/images/random contains 5000 images
+<img src="../../_images/sphx_glr_micro_train_001.png" srcset="../../_images/sphx_glr_micro_train_001.png" alt="[1.0, 0.0], [1.0, 0.0], [1.0, 0.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [1.0, 0.0], [0.0, 1.0], [1.0, 0.0]" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/tmp/tmp16o7ctfe/images/target contains 8144 images
+/tmp/tmp16o7ctfe/images/random contains 5000 images
</pre></div>
</div>
</div>
@@ -689,13 +689,13 @@ the time on our validation set).</p>
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Epoch 1/3
-328/328 - 55s - loss: 0.2131 - accuracy: 0.9235 - val_loss: 0.1566 - val_accuracy: 0.9566
+328/328 - 56s - loss: 0.2135 - accuracy: 0.9275 - val_loss: 0.1283 - val_accuracy: 0.9600
Epoch 2/3
-328/328 - 52s - loss: 0.0998 - accuracy: 0.9621 - val_loss: 0.1220 - val_accuracy: 0.9653
+328/328 - 52s - loss: 0.0962 - accuracy: 0.9631 - val_loss: 0.1051 - val_accuracy: 0.9653
Epoch 3/3
-328/328 - 52s - loss: 0.0667 - accuracy: 0.9755 - val_loss: 0.1256 - val_accuracy: 0.9581
+328/328 - 52s - loss: 0.0627 - accuracy: 0.9776 - val_loss: 0.0948 - val_accuracy: 0.9671
-<keras.callbacks.History object at 0x7f23c8a501d0>
+<keras.callbacks.History object at 0x7f622da80ed0>
</pre></div>
</div>
</div>
@@ -957,7 +957,7 @@ as intended.</p>
<p>From here, we could modify the model to read live images from the camera - we have another
Arduino tutorial for how to do that <a class="reference external" href="https://github.com/guberti/tvm-arduino-demos/tree/master/examples/person_detection">on GitHub</a>. Alternatively, we could also
<a class="reference external" href="https://tvm.apache.org/docs/how_to/work_with_microtvm/micro_autotune.html">use TVM’s autotuning capabilities</a> to dramatically improve the model’s performance.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 4 minutes 53.844 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 4 minutes 59.515 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-work-with-microtvm-micro-train-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/b52cec46baf4f78d6bcd94cbe269c8a6/micro_train.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">micro_train.py</span></code></a></p>
diff --git a/docs/how_to/work_with_microtvm/sg_execution_times.html b/docs/how_to/work_with_microtvm/sg_execution_times.html
index eb27124cb..31542e4fa 100644
--- a/docs/how_to/work_with_microtvm/sg_execution_times.html
+++ b/docs/how_to/work_with_microtvm/sg_execution_times.html
@@ -327,7 +327,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-work-with-microtvm-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>05:46.373</strong> total execution time for <strong>how_to_work_with_microtvm</strong> files:</p>
+<p><strong>05:53.714</strong> total execution time for <strong>how_to_work_with_microtvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -336,19 +336,19 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_train.html#sphx-glr-how-to-work-with-microtvm-micro-train-py"><span class="std std-ref">Training Vision Models for microTVM on Arduino</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_train.py</span></code>)</p></td>
-<td><p>04:53.844</p></td>
+<td><p>04:59.515</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="micro_autotune.html#sphx-glr-how-to-work-with-microtvm-micro-autotune-py"><span class="std std-ref">Autotuning with microTVM</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_autotune.py</span></code>)</p></td>
-<td><p>00:41.310</p></td>
+<td><p>00:43.167</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_aot.html#sphx-glr-how-to-work-with-microtvm-micro-aot-py"><span class="std std-ref">microTVM Host-Driven AoT</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_aot.py</span></code>)</p></td>
-<td><p>00:07.988</p></td>
+<td><p>00:07.599</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="micro_tflite.html#sphx-glr-how-to-work-with-microtvm-micro-tflite-py"><span class="std std-ref">microTVM with TFLite Models</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_tflite.py</span></code>)</p></td>
-<td><p>00:03.229</p></td>
+<td><p>00:03.430</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_ethosu.html#sphx-glr-how-to-work-with-microtvm-micro-ethosu-py"><span class="std std-ref">Running TVM on bare metal Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU with CMSIS-NN</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_ethosu.py</span></code>)</p></td>
diff --git a/docs/how_to/work_with_relay/sg_execution_times.html b/docs/how_to/work_with_relay/sg_execution_times.html
index e157c5ef1..14c3577cc 100644
--- a/docs/how_to/work_with_relay/sg_execution_times.html
+++ b/docs/how_to/work_with_relay/sg_execution_times.html
@@ -327,7 +327,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-work-with-relay-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:41.684</strong> total execution time for <strong>how_to_work_with_relay</strong> files:</p>
+<p><strong>00:43.183</strong> total execution time for <strong>how_to_work_with_relay</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -336,15 +336,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="using_pipeline_executor.html#sphx-glr-how-to-work-with-relay-using-pipeline-executor-py"><span class="std std-ref">Using Pipeline Executor in Relay</span></a> (<code class="docutils literal notranslate"><span class="pre">using_pipeline_executor.py</span></code>)</p></td>
-<td><p>00:30.492</p></td>
+<td><p>00:31.824</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="using_external_lib.html#sphx-glr-how-to-work-with-relay-using-external-lib-py"><span class="std std-ref">Using External Libraries in Relay</span></a> (<code class="docutils literal notranslate"><span class="pre">using_external_lib.py</span></code>)</p></td>
-<td><p>00:09.787</p></td>
+<td><p>00:09.846</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="build_gcn.html#sphx-glr-how-to-work-with-relay-build-gcn-py"><span class="std std-ref">Building a Graph Convolutional Network</span></a> (<code class="docutils literal notranslate"><span class="pre">build_gcn.py</span></code>)</p></td>
-<td><p>00:01.398</p></td>
+<td><p>00:01.505</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="using_relay_viz.html#sphx-glr-how-to-work-with-relay-using-relay-viz-py"><span class="std std-ref">Use Relay Visualizer to Visualize Relay</span></a> (<code class="docutils literal notranslate"><span class="pre">using_relay_viz.py</span></code>)</p></td>
diff --git a/docs/how_to/work_with_schedules/intrin_math.html b/docs/how_to/work_with_schedules/intrin_math.html
index adb1153d1..398ff3c2e 100644
--- a/docs/how_to/work_with_schedules/intrin_math.html
+++ b/docs/how_to/work_with_schedules/intrin_math.html
@@ -522,7 +522,7 @@ The following example customizes CUDA lowering rule for <code class="code docuti
<a href="../../reference/api/python/ir.html#tvm.ir.register_intrin_lowering" title="tvm.ir.register_intrin_lowering" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-function"><span class="n">register_intrin_lowering</span></a><span class="p">(</span><span class="s2">"tir.exp"</span><span class="p">,</span> <span class="n">target</span><span class="o">=</span><span class="s2">"cuda"</span><span class="p">,</span> <span class="n">f</span><span class="o">= [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span><function my_cuda_math_rule at 0x7f2341722200>
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span><function my_cuda_math_rule at 0x7f61ad7df5f0>
</pre></div>
</div>
<p>Register the rule to TVM with override option to override existing rule.
diff --git a/docs/how_to/work_with_schedules/sg_execution_times.html b/docs/how_to/work_with_schedules/sg_execution_times.html
index 5471bb039..e5e1102ee 100644
--- a/docs/how_to/work_with_schedules/sg_execution_times.html
+++ b/docs/how_to/work_with_schedules/sg_execution_times.html
@@ -327,7 +327,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-work-with-schedules-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:04.024</strong> total execution time for <strong>how_to_work_with_schedules</strong> files:</p>
+<p><strong>00:04.281</strong> total execution time for <strong>how_to_work_with_schedules</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -336,27 +336,27 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="intrin_math.html#sphx-glr-how-to-work-with-schedules-intrin-math-py"><span class="std std-ref">Intrinsics and Math Functions</span></a> (<code class="docutils literal notranslate"><span class="pre">intrin_math.py</span></code>)</p></td>
-<td><p>00:01.865</p></td>
+<td><p>00:01.987</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tensorize.html#sphx-glr-how-to-work-with-schedules-tensorize-py"><span class="std std-ref">Use Tensorize to Leverage Hardware Intrinsics</span></a> (<code class="docutils literal notranslate"><span class="pre">tensorize.py</span></code>)</p></td>
-<td><p>00:00.945</p></td>
+<td><p>00:00.983</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="reduction.html#sphx-glr-how-to-work-with-schedules-reduction-py"><span class="std std-ref">Reduction</span></a> (<code class="docutils literal notranslate"><span class="pre">reduction.py</span></code>)</p></td>
-<td><p>00:00.524</p></td>
+<td><p>00:00.564</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="scan.html#sphx-glr-how-to-work-with-schedules-scan-py"><span class="std std-ref">Scan and Recurrent Kernel</span></a> (<code class="docutils literal notranslate"><span class="pre">scan.py</span></code>)</p></td>
-<td><p>00:00.510</p></td>
+<td><p>00:00.555</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="extern_op.html#sphx-glr-how-to-work-with-schedules-extern-op-py"><span class="std std-ref">External Tensor Functions</span></a> (<code class="docutils literal notranslate"><span class="pre">extern_op.py</span></code>)</p></td>
-<td><p>00:00.098</p></td>
+<td><p>00:00.105</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="schedule_primitives.html#sphx-glr-how-to-work-with-schedules-schedule-primitives-py"><span class="std std-ref">Schedule Primitives in TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">schedule_primitives.py</span></code>)</p></td>
-<td><p>00:00.041</p></td>
+<td><p>00:00.045</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tedd.html#sphx-glr-how-to-work-with-schedules-tedd-py"><span class="std std-ref">Use Tensor Expression Debug Display (TEDD) for Visualization</span></a> (<code class="docutils literal notranslate"><span class="pre">tedd.py</span></code>)</p></td>
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index bb5bc1e30..5decf8ad8 100644
--- a/docs/how_to/work_with_schedules/tensorize.html
+++ b/docs/how_to/work_with_schedules/tensorize.html
@@ -577,7 +577,7 @@ The importing needs to happen before the tensorized GEMV being executed.</p>
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for (i, 0, 1024) {
for (j.outer: int32, 0, 32) {
@tir.call_extern("gemv_update", @tir.tvm_access_ptr(@tir.type_annotation(, dtype=float32), C_2, ((i*512) + (j.outer*16)), 16, 2, dtype=handle), @tir.tvm_access_ptr(@tir.type_annotation(, dtype=float32), A_2, (i*64), 64, 1, dtype=handle), @tir.tvm_access_ptr(@tir.type_annotation(, dtype=float32), B_2, (j.outer*1024), 1024, 1, dtype=handle), 16, 64, 64, dtype=int32)
diff --git a/docs/install/nnpack.html b/docs/install/nnpack.html
index 3153785d7..aa2238b85 100644
--- a/docs/install/nnpack.html
+++ b/docs/install/nnpack.html
@@ -224,7 +224,17 @@
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<ul class="current">
<li class="toctree-l1 current"><a class="reference internal" href="index.html">Installing TVM</a><ul class="current">
-<li class="toctree-l2"><a class="reference internal" href="from_source.html">Install from Source</a></li>
+<li class="toctree-l2 current"><a class="reference internal" href="from_source.html">Install from Source</a><ul class="current">
+<li class="toctree-l3"><a class="reference internal" href="from_source.html#developers-get-source-from-github">Developers: Get Source from Github</a></li>
+<li class="toctree-l3"><a class="reference internal" href="from_source.html#build-the-shared-library">Build the Shared Library</a></li>
+<li class="toctree-l3"><a class="reference internal" href="from_source.html#python-package-installation">Python Package Installation</a></li>
+<li class="toctree-l3 current"><a class="reference internal" href="from_source.html#install-contrib-libraries">Install Contrib Libraries</a><ul class="current">
+<li class="toctree-l4 current"><a class="current reference internal" href="#">NNPACK Contrib Installation</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal" href="from_source.html#enable-c-tests">Enable C++ Tests</a></li>
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+</li>
<li class="toctree-l2"><a class="reference internal" href="docker.html">Docker Images</a></li>
<li class="toctree-l2 current"><a class="current reference internal" href="#">NNPACK Contrib Installation</a><ul>
<li class="toctree-l3"><a class="reference internal" href="#conditions">Conditions</a></li>
diff --git a/docs/reference/api/python/auto_scheduler.html b/docs/reference/api/python/auto_scheduler.html
index 1fba333fd..4e9f7e606 100644
--- a/docs/reference/api/python/auto_scheduler.html
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@@ -1602,7 +1602,7 @@ history states as starting point to perform Evolutionary Search).</p></li>
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+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">SketchPolicy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">program_cost_model</span></span><span class="o"><span class="pre">=</span></span><span class="defau [...]
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<dl class="py function">
<dt class="sig sig-object py" id="tvm.auto_scheduler.auto_schedule">
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+<span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">auto_schedule</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">search_policy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em clas [...]
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4>
diff --git a/docs/reference/api/typedoc/classes/dldevice.html b/docs/reference/api/typedoc/classes/dldevice.html
index d51e81fb5..101a37afd 100644
--- a/docs/reference/api/typedoc/classes/dldevice.html
+++ b/docs/reference/api/typedoc/classes/dldevice.html
@@ -118,7 +118,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L202">runtime.ts:202</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L202">runtime.ts:202</a></li>
</ul>
</aside>
<h4 class="tsd-parameters-title">Parameters</h4>
@@ -146,7 +146,7 @@
<div class="tsd-signature tsd-kind-icon">device<wbr>Id<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L200">runtime.ts:200</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L200">runtime.ts:200</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -161,7 +161,7 @@
<div class="tsd-signature tsd-kind-icon">device<wbr>Type<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L198">runtime.ts:198</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L198">runtime.ts:198</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -183,7 +183,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L223">runtime.ts:223</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L223">runtime.ts:223</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -205,7 +205,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L230">runtime.ts:230</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L230">runtime.ts:230</a></li>
</ul>
</aside>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4>
diff --git a/docs/reference/api/typedoc/classes/environment.html b/docs/reference/api/typedoc/classes/environment.html
index 1b25b813a..240b4b085 100644
--- a/docs/reference/api/typedoc/classes/environment.html
+++ b/docs/reference/api/typedoc/classes/environment.html
@@ -125,7 +125,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/environment.ts#L86">environment.ts:86</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/environment.ts#L86">environment.ts:86</a></li>
</ul>
</aside>
<h4 class="tsd-parameters-title">Parameters</h4>
@@ -169,7 +169,7 @@
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/libraryprovider.html">LibraryProvider</a>.<a href="../interfaces/libraryprovider.html#imports">imports</a></p>
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/environment.ts#L70">environment.ts:70</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/environment.ts#L70">environment.ts:70</a></li>
</ul>
</aside>
</section>
@@ -179,7 +179,7 @@
<div class="tsd-signature tsd-kind-icon">logger<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span>msg<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">void</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/environment.ts#L69">environment.ts:69</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/environment.ts#L69">environment.ts:69</a></li>
</ul>
</aside>
<div class="tsd-type-declaration">
@@ -210,7 +210,7 @@
<div class="tsd-signature tsd-kind-icon">packedCFunc<wbr>Table<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Array</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">ctypes.FTVMWasmPackedCFunc</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol"> = [undefined,]</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/environment.ts#L78">environment.ts:78</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/environment.ts#L78">environment.ts:78</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -228,7 +228,7 @@
<div class="tsd-signature tsd-kind-icon">packedCFunc<wbr>Table<wbr>Free<wbr>Id<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Array</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol"> = []</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/environment.ts#L84">environment.ts:84</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/environment.ts#L84">environment.ts:84</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -250,7 +250,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/environment.ts#L105">environment.ts:105</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/environment.ts#L105">environment.ts:105</a></li>
</ul>
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<div class="tsd-comment tsd-typography">
diff --git a/docs/reference/api/typedoc/classes/ffilibrary.html b/docs/reference/api/typedoc/classes/ffilibrary.html
index bd63cf297..ffe54d7bc 100644
--- a/docs/reference/api/typedoc/classes/ffilibrary.html
+++ b/docs/reference/api/typedoc/classes/ffilibrary.html
@@ -131,7 +131,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L49">runtime.ts:49</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L49">runtime.ts:49</a></li>
</ul>
</aside>
<h4 class="tsd-parameters-title">Parameters</h4>
@@ -156,7 +156,7 @@
<div class="tsd-signature tsd-kind-icon">exports<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">Function</span><span class="tsd-signature-symbol">></span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L46">runtime.ts:46</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L46">runtime.ts:46</a></li>
</ul>
</aside>
</section>
@@ -166,7 +166,7 @@
<div class="tsd-signature tsd-kind-icon">memory<span class="tsd-signature-symbol">:</span> <a href="memory.html" class="tsd-signature-type">Memory</a></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L45">runtime.ts:45</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L45">runtime.ts:45</a></li>
</ul>
</aside>
</section>
@@ -176,7 +176,7 @@
<div class="tsd-signature tsd-kind-icon">wasm32<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L44">runtime.ts:44</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L44">runtime.ts:44</a></li>
</ul>
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@@ -186,7 +186,7 @@
<div class="tsd-signature tsd-kind-icon">webGPUContext<span class="tsd-signature-symbol">:</span> <a href="webgpucontext.html" class="tsd-signature-type">WebGPUContext</a></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L47">runtime.ts:47</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L47">runtime.ts:47</a></li>
</ul>
</aside>
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@@ -203,7 +203,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L76">runtime.ts:76</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L76">runtime.ts:76</a></li>
</ul>
</aside>
<h4 class="tsd-parameters-title">Parameters</h4>
@@ -226,7 +226,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L66">runtime.ts:66</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L66">runtime.ts:66</a></li>
</ul>
</aside>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4>
@@ -243,7 +243,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L84">runtime.ts:84</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L84">runtime.ts:84</a></li>
</ul>
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<h4 class="tsd-returns-title">Returns <a href="cachedcallstack.html" class="tsd-signature-type">CachedCallStack</a></h4>
@@ -260,7 +260,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L95">runtime.ts:95</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L95">runtime.ts:95</a></li>
</ul>
</aside>
<h4 class="tsd-parameters-title">Parameters</h4>
@@ -283,7 +283,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L72">runtime.ts:72</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L72">runtime.ts:72</a></li>
</ul>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4>
diff --git a/docs/reference/api/typedoc/classes/graphexecutor.html b/docs/reference/api/typedoc/classes/graphexecutor.html
index f0868a7a0..aaa8fe89d 100644
--- a/docs/reference/api/typedoc/classes/graphexecutor.html
+++ b/docs/reference/api/typedoc/classes/graphexecutor.html
@@ -130,7 +130,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L583">runtime.ts:583</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L583">runtime.ts:583</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -162,7 +162,7 @@
<div class="tsd-signature tsd-kind-icon">module<span class="tsd-signature-symbol">:</span> <a href="module.html" class="tsd-signature-type">Module</a></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L579">runtime.ts:579</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L579">runtime.ts:579</a></li>
</ul>
</aside>
</section>
@@ -179,7 +179,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L654">runtime.ts:654</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L654">runtime.ts:654</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -224,7 +224,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L597">runtime.ts:597</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L597">runtime.ts:597</a></li>
</ul>
</aside>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4>
@@ -241,7 +241,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L631">runtime.ts:631</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L631">runtime.ts:631</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -279,7 +279,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L644">runtime.ts:644</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L644">runtime.ts:644</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -310,7 +310,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L621">runtime.ts:621</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L621">runtime.ts:621</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -332,7 +332,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L609">runtime.ts:609</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L609">runtime.ts:609</a></li>
</ul>
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<div class="tsd-comment tsd-typography">
diff --git a/docs/reference/api/typedoc/classes/instance.html b/docs/reference/api/typedoc/classes/instance.html
index 2b39bfe5a..f814d80e6 100644
--- a/docs/reference/api/typedoc/classes/instance.html
+++ b/docs/reference/api/typedoc/classes/instance.html
@@ -139,7 +139,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L692">runtime.ts:692</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L692">runtime.ts:692</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -202,7 +202,7 @@
<div class="tsd-signature tsd-kind-icon">exports<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">Function</span><span class="tsd-signature-symbol">></span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L684">runtime.ts:684</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L684">runtime.ts:684</a></li>
</ul>
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@@ -212,7 +212,7 @@
<div class="tsd-signature tsd-kind-icon">memory<span class="tsd-signature-symbol">:</span> <a href="memory.html" class="tsd-signature-type">Memory</a></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L683">runtime.ts:683</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L683">runtime.ts:683</a></li>
</ul>
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@@ -229,7 +229,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L932">runtime.ts:932</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L932">runtime.ts:932</a></li>
</ul>
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<div class="tsd-comment tsd-typography">
@@ -260,7 +260,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L994">runtime.ts:994</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L994">runtime.ts:994</a></li>
</ul>
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<div class="tsd-comment tsd-typography">
@@ -303,7 +303,7 @@
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<ul>
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+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L924">runtime.ts:924</a></li>
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<div class="tsd-comment tsd-typography">
@@ -341,7 +341,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L732">runtime.ts:732</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L732">runtime.ts:732</a></li>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4>
@@ -358,7 +358,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L952">runtime.ts:952</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L952">runtime.ts:952</a></li>
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<div class="tsd-comment tsd-typography">
@@ -402,7 +402,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L816">runtime.ts:816</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L816">runtime.ts:816</a></li>
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<div class="tsd-comment tsd-typography">
@@ -434,7 +434,7 @@
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<ul>
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+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L1033">runtime.ts:1033</a></li>
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<div class="tsd-comment tsd-typography">
@@ -465,7 +465,7 @@
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- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L846">runtime.ts:846</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L846">runtime.ts:846</a></li>
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<div class="tsd-comment tsd-typography">
@@ -497,7 +497,7 @@
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- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L750">runtime.ts:750</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L750">runtime.ts:750</a></li>
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<div class="tsd-comment tsd-typography">
@@ -520,7 +520,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L1013">runtime.ts:1013</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L1013">runtime.ts:1013</a></li>
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<div class="tsd-comment tsd-typography">
@@ -568,7 +568,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L789">runtime.ts:789</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L789">runtime.ts:789</a></li>
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<div class="tsd-comment tsd-typography">
@@ -608,7 +608,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L914">runtime.ts:914</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L914">runtime.ts:914</a></li>
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<div class="tsd-comment tsd-typography">
@@ -646,7 +646,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L1145">runtime.ts:1145</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L1145">runtime.ts:1145</a></li>
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<div class="tsd-comment tsd-typography">
@@ -698,7 +698,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L740">runtime.ts:740</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L740">runtime.ts:740</a></li>
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<div class="tsd-comment tsd-typography">
@@ -722,7 +722,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L868">runtime.ts:868</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L868">runtime.ts:868</a></li>
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<div class="tsd-comment tsd-typography">
@@ -754,7 +754,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L857">runtime.ts:857</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L857">runtime.ts:857</a></li>
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<div class="tsd-comment tsd-typography">
@@ -786,7 +786,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L940">runtime.ts:940</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L940">runtime.ts:940</a></li>
</ul>
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<div class="tsd-comment tsd-typography">
diff --git a/docs/reference/api/typedoc/classes/memory.html b/docs/reference/api/typedoc/classes/memory.html
index d55fa37f0..a5115a0d2 100644
--- a/docs/reference/api/typedoc/classes/memory.html
+++ b/docs/reference/api/typedoc/classes/memory.html
@@ -130,7 +130,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L40">memory.ts:40</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L40">memory.ts:40</a></li>
</ul>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -152,7 +152,7 @@
<div class="tsd-signature tsd-kind-icon">memory<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Memory</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L32">memory.ts:32</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L32">memory.ts:32</a></li>
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@@ -162,7 +162,7 @@
<div class="tsd-signature tsd-kind-icon">wasm32<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> = true</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L33">memory.ts:33</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L33">memory.ts:33</a></li>
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@@ -179,7 +179,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L154">memory.ts:154</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L154">memory.ts:154</a></li>
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<div class="tsd-comment tsd-typography">
@@ -210,7 +210,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L90">memory.ts:90</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L90">memory.ts:90</a></li>
</ul>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -233,7 +233,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L97">memory.ts:97</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L97">memory.ts:97</a></li>
</ul>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -256,7 +256,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L74">memory.ts:74</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L74">memory.ts:74</a></li>
</ul>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -279,7 +279,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L81">memory.ts:81</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L81">memory.ts:81</a></li>
</ul>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -302,7 +302,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L104">memory.ts:104</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L104">memory.ts:104</a></li>
</ul>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -325,7 +325,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L132">memory.ts:132</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L132">memory.ts:132</a></li>
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<div class="tsd-comment tsd-typography">
@@ -362,7 +362,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L145">memory.ts:145</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L145">memory.ts:145</a></li>
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<div class="tsd-comment tsd-typography">
@@ -393,7 +393,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L60">memory.ts:60</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L60">memory.ts:60</a></li>
</ul>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -416,7 +416,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L67">memory.ts:67</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L67">memory.ts:67</a></li>
</ul>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -439,7 +439,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L53">memory.ts:53</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L53">memory.ts:53</a></li>
</ul>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -462,7 +462,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L114">memory.ts:114</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L114">memory.ts:114</a></li>
</ul>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -485,7 +485,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L124">memory.ts:124</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L124">memory.ts:124</a></li>
</ul>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4>
@@ -502,7 +502,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/memory.ts#L175">memory.ts:175</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/memory.ts#L175">memory.ts:175</a></li>
</ul>
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<div class="tsd-comment tsd-typography">
diff --git a/docs/reference/api/typedoc/classes/module.html b/docs/reference/api/typedoc/classes/module.html
index b0628c6b7..23df402bc 100644
--- a/docs/reference/api/typedoc/classes/module.html
+++ b/docs/reference/api/typedoc/classes/module.html
@@ -124,7 +124,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L504">runtime.ts:504</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L504">runtime.ts:504</a></li>
</ul>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -170,7 +170,7 @@
<div class="tsd-signature tsd-kind-icon">handle<span class="tsd-signature-symbol">:</span> <a href="../index.html#pointer" class="tsd-signature-type">Pointer</a></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L502">runtime.ts:502</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L502">runtime.ts:502</a></li>
</ul>
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@@ -187,7 +187,7 @@
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+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L516">runtime.ts:516</a></li>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4>
@@ -204,7 +204,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L530">runtime.ts:530</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L530">runtime.ts:530</a></li>
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<div class="tsd-comment tsd-typography">
@@ -236,7 +236,7 @@
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<ul>
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+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L561">runtime.ts:561</a></li>
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<div class="tsd-comment tsd-typography">
diff --git a/docs/reference/api/typedoc/classes/ndarray.html b/docs/reference/api/typedoc/classes/ndarray.html
index 4db984d16..224db2027 100644
--- a/docs/reference/api/typedoc/classes/ndarray.html
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@@ -130,7 +130,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L304">runtime.ts:304</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L304">runtime.ts:304</a></li>
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<h4 class="tsd-parameters-title">Parameters</h4>
@@ -158,7 +158,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L297">runtime.ts:297</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L297">runtime.ts:297</a></li>
</ul>
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<div class="tsd-comment tsd-typography">
@@ -173,7 +173,7 @@
<div class="tsd-signature tsd-kind-icon">dtype<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L293">runtime.ts:293</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L293">runtime.ts:293</a></li>
</ul>
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<div class="tsd-comment tsd-typography">
@@ -188,7 +188,7 @@
<div class="tsd-signature tsd-kind-icon">handle<span class="tsd-signature-symbol">:</span> <a href="../index.html#pointer" class="tsd-signature-type">Pointer</a></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L289">runtime.ts:289</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L289">runtime.ts:289</a></li>
</ul>
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<div class="tsd-comment tsd-typography">
@@ -203,7 +203,7 @@
<div class="tsd-signature tsd-kind-icon">ndim<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L291">runtime.ts:291</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L291">runtime.ts:291</a></li>
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<div class="tsd-comment tsd-typography">
@@ -218,7 +218,7 @@
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L295">runtime.ts:295</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L295">runtime.ts:295</a></li>
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<div class="tsd-comment tsd-typography">
@@ -240,7 +240,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L370">runtime.ts:370</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L370">runtime.ts:370</a></li>
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<div class="tsd-comment tsd-typography">
@@ -273,7 +273,7 @@
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- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L414">runtime.ts:414</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L414">runtime.ts:414</a></li>
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<div class="tsd-comment tsd-typography">
@@ -305,7 +305,7 @@
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+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L355">runtime.ts:355</a></li>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4>
@@ -322,7 +322,7 @@
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<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L474">runtime.ts:474</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L474">runtime.ts:474</a></li>
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<div class="tsd-comment tsd-typography">
@@ -346,7 +346,7 @@
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+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L443">runtime.ts:443</a></li>
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<div class="tsd-comment tsd-typography">
diff --git a/docs/reference/api/typedoc/classes/packedfunccell.html b/docs/reference/api/typedoc/classes/packedfunccell.html
index a02fe020b..3f117199c 100644
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<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L158">runtime.ts:158</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L158">runtime.ts:158</a></li>
</ul>
</aside>
<h4 class="tsd-parameters-title">Parameters</h4>
@@ -147,7 +147,7 @@
<div class="tsd-signature tsd-kind-icon">handle<span class="tsd-signature-symbol">:</span> <a href="../index.html#pointer" class="tsd-signature-type">Pointer</a></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L157">runtime.ts:157</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L157">runtime.ts:157</a></li>
</ul>
</aside>
</section>
@@ -164,7 +164,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L165">runtime.ts:165</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L165">runtime.ts:165</a></li>
</ul>
</aside>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4>
diff --git a/docs/reference/api/typedoc/classes/rpcserver.html b/docs/reference/api/typedoc/classes/rpcserver.html
index 067448e39..7cb5eb9a7 100644
--- a/docs/reference/api/typedoc/classes/rpcserver.html
+++ b/docs/reference/api/typedoc/classes/rpcserver.html
@@ -115,7 +115,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/rpc_server.ts#L92">rpc_server.ts:92</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/rpc_server.ts#L92">rpc_server.ts:92</a></li>
</ul>
</aside>
<h4 class="tsd-parameters-title">Parameters</h4>
@@ -176,7 +176,7 @@
<div class="tsd-signature tsd-kind-icon">get<wbr>Imports<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">unknown</span><span class="tsd-signat [...]
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/rpc_server.ts#L82">rpc_server.ts:82</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/rpc_server.ts#L82">rpc_server.ts:82</a></li>
</ul>
</aside>
<div class="tsd-type-declaration">
@@ -201,7 +201,7 @@
<div class="tsd-signature tsd-kind-icon">key<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/rpc_server.ts#L78">rpc_server.ts:78</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/rpc_server.ts#L78">rpc_server.ts:78</a></li>
</ul>
</aside>
</section>
@@ -211,7 +211,7 @@
<div class="tsd-signature tsd-kind-icon">logger<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span>msg<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">void</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/rpc_server.ts#L81">rpc_server.ts:81</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/rpc_server.ts#L81">rpc_server.ts:81</a></li>
</ul>
</aside>
<div class="tsd-type-declaration">
@@ -242,7 +242,7 @@
<div class="tsd-signature tsd-kind-icon">socket<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">WebSocket</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/rpc_server.ts#L79">rpc_server.ts:79</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/rpc_server.ts#L79">rpc_server.ts:79</a></li>
</ul>
</aside>
</section>
@@ -252,7 +252,7 @@
<div class="tsd-signature tsd-kind-icon">state<span class="tsd-signature-symbol">:</span> <a href="../enums/rpcserverstate.html" class="tsd-signature-type">RPCServerState</a><span class="tsd-signature-symbol"> = RPCServerState.InitHeader</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/rpc_server.ts#L80">rpc_server.ts:80</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/rpc_server.ts#L80">rpc_server.ts:80</a></li>
</ul>
</aside>
</section>
@@ -262,7 +262,7 @@
<div class="tsd-signature tsd-kind-icon">url<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/rpc_server.ts#L77">rpc_server.ts:77</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/rpc_server.ts#L77">rpc_server.ts:77</a></li>
</ul>
</aside>
</section>
diff --git a/docs/reference/api/typedoc/classes/scalar.html b/docs/reference/api/typedoc/classes/scalar.html
index 515fb975f..7bd6a6ba9 100644
--- a/docs/reference/api/typedoc/classes/scalar.html
+++ b/docs/reference/api/typedoc/classes/scalar.html
@@ -112,7 +112,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L145">runtime.ts:145</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L145">runtime.ts:145</a></li>
</ul>
</aside>
<h4 class="tsd-parameters-title">Parameters</h4>
@@ -137,7 +137,7 @@
<div class="tsd-signature tsd-kind-icon">dtype<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L145">runtime.ts:145</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L145">runtime.ts:145</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -152,7 +152,7 @@
<div class="tsd-signature tsd-kind-icon">value<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/runtime.ts#L143">runtime.ts:143</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/runtime.ts#L143">runtime.ts:143</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
diff --git a/docs/reference/api/typedoc/classes/webgpucontext.html b/docs/reference/api/typedoc/classes/webgpucontext.html
index d43ed0d44..029555137 100644
--- a/docs/reference/api/typedoc/classes/webgpucontext.html
+++ b/docs/reference/api/typedoc/classes/webgpucontext.html
@@ -120,7 +120,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/webgpu.ts#L57">webgpu.ts:57</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/webgpu.ts#L57">webgpu.ts:57</a></li>
</ul>
</aside>
<h4 class="tsd-parameters-title">Parameters</h4>
@@ -145,7 +145,7 @@
<div class="tsd-signature tsd-kind-icon">device<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">GPUDevice</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/webgpu.ts#L50">webgpu.ts:50</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/webgpu.ts#L50">webgpu.ts:50</a></li>
</ul>
</aside>
</section>
@@ -155,7 +155,7 @@
<div class="tsd-signature tsd-kind-icon">memory<span class="tsd-signature-symbol">:</span> <a href="memory.html" class="tsd-signature-type">Memory</a></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/webgpu.ts#L51">webgpu.ts:51</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/webgpu.ts#L51">webgpu.ts:51</a></li>
</ul>
</aside>
</section>
@@ -172,7 +172,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/webgpu.ts#L84">webgpu.ts:84</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/webgpu.ts#L84">webgpu.ts:84</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -209,7 +209,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/webgpu.ts#L170">webgpu.ts:170</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/webgpu.ts#L170">webgpu.ts:170</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
@@ -238,7 +238,7 @@
<li class="tsd-description">
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/webgpu.ts#L67">webgpu.ts:67</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/webgpu.ts#L67">webgpu.ts:67</a></li>
</ul>
</aside>
<div class="tsd-comment tsd-typography">
diff --git a/docs/reference/api/typedoc/enums/argtypecode.html b/docs/reference/api/typedoc/enums/argtypecode.html
index 2832e942e..d5259e23a 100644
--- a/docs/reference/api/typedoc/enums/argtypecode.html
+++ b/docs/reference/api/typedoc/enums/argtypecode.html
@@ -106,7 +106,7 @@
<div class="tsd-signature tsd-kind-icon">DLDevice<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol"> = 6</span></div>
<aside class="tsd-sources">
<ul>
- <li>Defined in <a href="https://github.com/apache/tvm/blob/e9aad35cf/web/src/ctypes.ts#L220">ctypes.ts:220</a></li>
+ <li>Defined in <a href="https://github.com/apache/tvm/blob/7c318d719/web/src/ctypes.ts#L220">ctypes.ts:220</a></li>
</ul>
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