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Posted to commits@tvm.apache.org by tq...@apache.org on 2022/05/04 08:48:36 UTC

[tvm-site] branch asf-site updated: deploying docs (apache/tvm@a0c61038b6fd25f0a1cf8673a76b9ff6d8fa5052)

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 454b4247f deploying docs (apache/tvm@a0c61038b6fd25f0a1cf8673a76b9ff6d8fa5052)
454b4247f is described below

commit 454b4247f9ac5f32e31784a944be038774a6d8d7
Author: tvm-bot <95...@users.noreply.github.com>
AuthorDate: Wed May 4 08:48:31 2022 +0000

    deploying docs (apache/tvm@a0c61038b6fd25f0a1cf8673a76b9ff6d8fa5052)
---
 .../how_to/compile_models/from_mxnet.rst.txt       |    2 +-
 .../how_to/compile_models/from_oneflow.rst.txt     |    7 +-
 .../how_to/compile_models/from_paddle.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    |    2 +-
 .../how_to/extend_tvm/sg_execution_times.rst.txt   |   10 +-
 .../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                     |   16 +-
 .../tune_conv2d_layer_cuda.rst.txt                 |  818 +++--
 .../tune_network_cuda.rst.txt                      |    2 +-
 .../tune_network_x86.rst.txt                       |    4 +-
 .../tune_sparse_x86.rst.txt                        |  132 +-
 .../tune_with_autotvm/sg_execution_times.rst.txt   |   12 +-
 .../tune_with_autotvm/tune_conv2d_cuda.rst.txt     |   34 +-
 .../work_with_microtvm/micro_autotune.rst.txt      |   16 +-
 .../work_with_microtvm/sg_execution_times.rst.txt  |   12 +-
 .../work_with_relay/sg_execution_times.rst.txt     |    8 +-
 .../work_with_schedules/sg_execution_times.rst.txt |   18 +-
 .../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     |    2 +-
 docs/_sources/tutorial/autotvm_relay_x86.rst.txt   |   65 +-
 .../tutorial/cross_compilation_and_rpc.rst.txt     |    2 +-
 docs/_sources/tutorial/intro_topi.rst.txt          |    2 +-
 docs/_sources/tutorial/sg_execution_times.rst.txt  |   26 +-
 .../tutorial/tensor_expr_get_started.rst.txt       |   45 +-
 docs/commit_hash                                   |    2 +-
 docs/how_to/compile_models/from_mxnet.html         |    2 +-
 docs/how_to/compile_models/from_oneflow.html       | 3757 +-------------------
 docs/how_to/compile_models/from_paddle.html        |    2 +-
 docs/how_to/compile_models/from_pytorch.html       |    6 +-
 docs/how_to/compile_models/from_tensorflow.html    |    2 +-
 docs/how_to/compile_models/sg_execution_times.html |   22 +-
 .../deploy_models/deploy_model_on_android.html     |    2 +-
 .../deploy_object_detection_pytorch.html           |   18 +-
 docs/how_to/deploy_models/deploy_prequantized.html |    9 +-
 .../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  |   48 +-
 docs/how_to/deploy_models/sg_execution_times.html  |   18 +-
 .../extend_tvm/bring_your_own_datatypes.html       |    2 +-
 docs/how_to/extend_tvm/sg_execution_times.html     |   10 +-
 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                    |  818 +++--
 .../tune_with_autoscheduler/tune_network_cuda.html |    2 +-
 .../tune_with_autoscheduler/tune_network_x86.html  |    4 +-
 .../tune_with_autoscheduler/tune_sparse_x86.html   |  132 +-
 .../tune_with_autotvm/sg_execution_times.html      |   12 +-
 .../how_to/tune_with_autotvm/tune_conv2d_cuda.html |   34 +-
 docs/how_to/work_with_microtvm/micro_autotune.html |   16 +-
 .../work_with_microtvm/sg_execution_times.html     |   12 +-
 .../how_to/work_with_relay/sg_execution_times.html |    8 +-
 .../work_with_schedules/sg_execution_times.html    |   18 +-
 docs/how_to/work_with_schedules/tensorize.html     |    2 +-
 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       |    2 +-
 docs/tutorial/autotvm_relay_x86.html               |  177 +-
 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         |   41 +-
 115 files changed, 1831 insertions(+), 5308 deletions(-)

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 896c12eca..cc8c6070f 100644
--- a/docs/_sources/how_to/compile_models/from_mxnet.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_mxnet.rst.txt
@@ -98,7 +98,7 @@ In this section, we download a pretrained imagenet model and classify an image.
 
  .. code-block:: none
 
-    Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zip043cc264-4629-4bfd-9c1c-16a85ae75591 from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/resnet18_v1-a0666292.zip...
+    Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zip3c9c1e6c-31ef-4005-a713-1d77ab7fb756 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 34fbc2d1b..05e642886 100644
--- a/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
@@ -100,7 +100,7 @@ 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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      3%|3         | 1.42M/41.5M [00:34<19:10, 36.5kB/s]
      3%|3         | 1.45M/41.5M [00:35<17:06, 40.9kB/s]
      4%|3         | 1.46M/41.5M [00:35<14:55, 46.8kB/s]
      4%|3         | 1.47M/41.5M [00:35<15:37, 44.7kB/s]
      4%|3         | 1.48M/41.5M [00:36<15:28, 45.2kB/s]
      4%|3         | 1.48M/41.5M [00:36<15:20, 45.6kB/s]
      4%|3         | 1.49M/41.5M [00:36<15:14, 45.9kB/s]
      4%|3         | 1.50M/41.5M 
 [00:36<15:09, 46.1kB/s]
      4%|3         | 1.51M/41.5M [00:36<15:04, 46.3kB/s]
      4%|3         | 1.52M/41.5M [00:36<15:01, 46.5kB/s]
      4%|3         | 1.52M/41.5M [00:37<13:54, 50.2kB/s]
      4%|3         | 1.53M/41.5M [00:37<14:11, 49.2kB/s]
      4%|3         | 1.55M/41.5M [00:37<14:30, 48.1kB/s]
      4%|3         | 1.56M/41.5M [00:37<11:43, 59.5kB/s]
      4%|3         | 1.57M/41.5M [00:37<12:25, 56.2kB/s]
      4%|3         | 1.58M/41.5M [00:38<13:00, 53.6kB/s]
      4%|3         | 1.59M/41.5M [00:38<10:44, 64.9kB/s]
      4%|3         | 1.60M/41.5M [00:38<11:40, 59.7kB/s]
      4%|3         | 1.62M/41.5M [00:38<10:01, 69.5kB/s]
      4%|3         | 1.62M/41.5M [00:38<11:04, 62.9kB/s]
      4%|3         | 1.64M/41.5M [00:38<09:40, 72.0kB/s]
      4%|3         | 1.66M/41.5M [00:39<09:29, 73.3kB/s]
      4%|4         | 1.66M/41.5M [00:39<12:53, 54.0kB/s]
      4%|4         | 1.69M/41.5M [00:39<09:43, 71.5kB/s]
      4%|4         | 1.70M/41.5M [00:39<10:38, 65.3kB/s]
    
   4%|4         | 1.70M/41.5M [00:40<11:29, 60.5kB/s]
      4%|4         | 1.72M/41.5M [00:40<09:58, 69.6kB/s]
      4%|4         | 1.73M/41.5M [00:40<09:05, 76.4kB/s]
      4%|4         | 1.75M/41.5M [00:40<08:32, 81.3kB/s]
      4%|4         | 1.77M/41.5M [00:41<12:55, 53.7kB/s]
      4%|4         | 1.79M/41.5M [00:41<09:40, 71.7kB/s]
      4%|4         | 1.80M/41.5M [00:41<11:06, 62.5kB/s]
      4%|4         | 1.81M/41.5M [00:41<11:42, 59.2kB/s]
      4%|4         | 1.83M/41.5M [00:42<10:19, 67.2kB/s]
      4%|4         | 1.84M/41.5M [00:42<11:09, 62.1kB/s]
      4%|4         | 1.85M/41.5M [00:42<09:50, 70.4kB/s]
      4%|4         | 1.86M/41.5M [00:42<10:49, 64.0kB/s]
      5%|4         | 1.88M/41.5M [00:42<09:34, 72.3kB/s]
      5%|4         | 1.88M/41.5M [00:43<13:43, 50.4kB/s]
      5%|4         | 1.90M/41.5M [00:43<11:22, 60.8kB/s]
      5%|4         | 1.91M/41.5M [00:43<12:05, 57.2kB/s]
      5%|4         | 1.91M/41.5M [00:43<12:42, 54.4kB/s]
      5%|4         | 1.92M/41.5M
  [00:43<13:12, 52.3kB/s]
      5%|4         | 1.93M/41.5M [00:44<17:27, 39.6kB/s]
      5%|4         | 1.95M/41.5M [00:44<13:08, 52.6kB/s]
      5%|4         | 1.95M/41.5M [00:44<13:31, 51.1kB/s]
      5%|4         | 1.96M/41.5M [00:44<17:31, 39.4kB/s]
      5%|4         | 1.98M/41.5M [00:44<13:16, 52.0kB/s]
      5%|4         | 1.98M/41.5M [00:45<13:36, 50.7kB/s]
      5%|4         | 1.99M/41.5M [00:45<13:53, 49.7kB/s]
      5%|4         | 2.00M/41.5M [00:45<14:06, 48.9kB/s]
      5%|4         | 2.01M/41.5M [00:45<14:16, 48.3kB/s]
      5%|4         | 2.02M/41.5M [00:45<14:23, 47.9kB/s]
      5%|4         | 2.03M/41.5M [00:46<11:16, 61.2kB/s]
      5%|4         | 2.04M/41.5M [00:46<15:38, 44.1kB/s]
      5%|4         | 2.05M/41.5M [00:46<15:15, 45.2kB/s]
      5%|4         | 2.06M/41.5M [00:46<15:07, 45.6kB/s]
      5%|4         | 2.07M/41.5M [00:47<15:01, 45.9kB/s]
      5%|5         | 2.08M/41.5M [00:47<14:56, 46.1kB/s]
      5%|5         | 2.09M/41.5M [00:47<18:49, 36.6kB/s]
   
    5%|5         | 2.09M/41.5M [00:47<21:45, 31.6kB/s]
      5%|5         | 2.11M/41.5M [00:48<18:37, 37.0kB/s]
      5%|5         | 2.12M/41.5M [00:48<17:40, 38.9kB/s]
      5%|5         | 2.12M/41.5M [00:48<16:54, 40.7kB/s]
      5%|5         | 2.13M/41.5M [00:48<16:18, 42.2kB/s]
      5%|5         | 2.14M/41.5M [00:48<15:51, 43.4kB/s]
      5%|5         | 2.15M/41.5M [00:49<15:31, 44.3kB/s]
      5%|5         | 2.16M/41.5M [00:49<15:16, 45.0kB/s]
      5%|5         | 2.16M/41.5M [00:49<19:22, 35.5kB/s]
      5%|5         | 2.18M/41.5M [00:49<13:55, 49.4kB/s]
      5%|5         | 2.19M/41.5M [00:50<14:05, 48.7kB/s]
      5%|5         | 2.20M/41.5M [00:50<18:02, 38.1kB/s]
      5%|5         | 2.21M/41.5M [00:50<16:35, 41.4kB/s]
      5%|5         | 2.22M/41.5M [00:51<19:33, 35.1kB/s]
      5%|5         | 2.23M/41.5M [00:51<17:34, 39.0kB/s]
      5%|5         | 2.24M/41.5M [00:51<20:10, 34.0kB/s]
      5%|5         | 2.25M/41.5M [00:51<18:50, 36.4kB/s]
      5%|5         | 2.26M/41.5
 M [00:52<21:30, 31.9kB/s]
      5%|5         | 2.27M/41.5M [00:52<19:39, 34.9kB/s]
      5%|5         | 2.27M/41.5M [00:52<18:15, 37.5kB/s]
      5%|5         | 2.28M/41.5M [00:52<17:13, 39.8kB/s]
      6%|5         | 2.29M/41.5M [00:53<16:28, 41.6kB/s]
      6%|5         | 2.30M/41.5M [00:53<15:55, 43.0kB/s]
      6%|5         | 2.30M/41.5M [00:53<19:50, 34.5kB/s]
      6%|5         | 2.32M/41.5M [00:53<17:26, 39.2kB/s]
      6%|5         | 2.33M/41.5M [00:54<31:06, 22.0kB/s]
      6%|5         | 2.34M/41.5M [00:54<26:48, 25.5kB/s]
      6%|5         | 2.34M/41.5M [00:55<39:19, 17.4kB/s]
      6%|5         | 2.35M/41.5M [00:55<32:25, 21.1kB/s]
      6%|5         | 2.36M/41.5M [00:56<31:29, 21.7kB/s]
      6%|5         | 2.37M/41.5M [00:56<26:35, 25.7kB/s]
      6%|5         | 2.38M/41.5M [00:56<27:21, 25.0kB/s]
      6%|5         | 2.38M/41.5M [00:57<23:35, 29.0kB/s]
      6%|5         | 2.39M/41.5M [00:57<20:54, 32.7kB/s]
      6%|5         | 2.40M/41.5M [00:57<23:21, 29.2kB/s]
  
     6%|5         | 2.41M/41.5M [00:57<20:44, 32.9kB/s]
      6%|5         | 2.41M/41.5M [00:58<23:14, 29.4kB/s]
      6%|5         | 2.42M/41.5M [00:58<20:38, 33.1kB/s]
      6%|5         | 2.43M/41.5M [00:58<18:49, 36.3kB/s]
      6%|5         | 2.45M/41.5M [00:58<13:29, 50.5kB/s]
      6%|5         | 2.45M/41.5M [00:58<13:45, 49.6kB/s]
      6%|5         | 2.46M/41.5M [00:58<13:58, 48.8kB/s]
      6%|5         | 2.48M/41.5M [00:59<14:12, 48.0kB/s]
      6%|6         | 2.49M/41.5M [00:59<11:34, 58.9kB/s]
      6%|6         | 2.50M/41.5M [00:59<12:12, 55.8kB/s]
      6%|6         | 2.51M/41.5M [00:59<12:44, 53.4kB/s]
      6%|6         | 2.52M/41.5M [01:00<13:11, 51.6kB/s]
      6%|6         | 2.52M/41.5M [01:00<18:19, 37.2kB/s]
      6%|6         | 2.53M/41.5M [01:00<17:16, 39.4kB/s]
      6%|6         | 2.54M/41.5M [01:00<16:30, 41.2kB/s]
      6%|6         | 2.55M/41.5M [01:00<13:33, 50.2kB/s]
      6%|6         | 2.56M/41.5M [01:01<13:47, 49.4kB/s]
      6%|6         | 2.57M/41.
 5M [01:01<12:37, 53.9kB/s]
      6%|6         | 2.58M/41.5M [01:01<13:07, 51.8kB/s]
      6%|6         | 2.59M/41.5M [01:01<13:30, 50.3kB/s]
      6%|6         | 2.59M/41.5M [01:01<17:53, 38.0kB/s]
      6%|6         | 2.61M/41.5M [01:02<16:24, 41.4kB/s]
      6%|6         | 2.62M/41.5M [01:02<15:56, 42.6kB/s]
      6%|6         | 2.62M/41.5M [01:02<15:34, 43.6kB/s]
      6%|6         | 2.63M/41.5M [01:03<23:03, 29.4kB/s]
      6%|6         | 2.64M/41.5M [01:03<20:40, 32.8kB/s]
      6%|6         | 2.65M/41.5M [01:03<27:08, 25.0kB/s]
      6%|6         | 2.66M/41.5M [01:04<21:27, 31.6kB/s]
      6%|6         | 2.67M/41.5M [01:04<23:16, 29.1kB/s]
      6%|6         | 2.68M/41.5M [01:04<24:43, 27.4kB/s]
      6%|6         | 2.69M/41.5M [01:05<25:51, 26.2kB/s]
      6%|6         | 2.70M/41.5M [01:05<30:43, 22.1kB/s]
      7%|6         | 2.70M/41.5M [01:06<26:06, 26.0kB/s]
      7%|6         | 2.71M/41.5M [01:06<23:44, 28.5kB/s]
      7%|6         | 2.72M/41.5M [01:06<24:14, 28.0kB/s]
 
      7%|6         | 2.73M/41.5M [01:06<22:22, 30.3kB/s]
      7%|6         | 2.73M/41.5M [01:06<20:01, 33.8kB/s]
      7%|6         | 2.74M/41.5M [01:07<18:22, 36.9kB/s]
      7%|6         | 2.75M/41.5M [01:07<16:09, 41.9kB/s]
      7%|6         | 2.76M/41.5M [01:07<15:38, 43.3kB/s]
      7%|6         | 2.77M/41.5M [01:07<15:17, 44.3kB/s]
      7%|6         | 2.78M/41.5M [01:07<12:21, 54.7kB/s]
      7%|6         | 2.79M/41.5M [01:07<12:00, 56.3kB/s]
      7%|6         | 2.80M/41.5M [01:08<12:38, 53.5kB/s]
      7%|6         | 2.81M/41.5M [01:08<10:19, 65.5kB/s]
      7%|6         | 2.82M/41.5M [01:08<12:05, 55.9kB/s]
      7%|6         | 2.84M/41.5M [01:08<09:27, 71.4kB/s]
      7%|6         | 2.85M/41.5M [01:08<08:38, 78.2kB/s]
      7%|6         | 2.87M/41.5M [01:09<10:36, 63.6kB/s]
      7%|6         | 2.88M/41.5M [01:09<09:29, 71.1kB/s]
      7%|6         | 2.89M/41.5M [01:09<14:07, 47.8kB/s]
      7%|7         | 2.91M/41.5M [01:10<13:19, 50.6kB/s]
      7%|7         | 2.92M/41
 .5M [01:10<13:40, 49.3kB/s]
      7%|7         | 2.93M/41.5M [01:10<13:48, 48.8kB/s]
      7%|7         | 2.94M/41.5M [01:10<13:55, 48.4kB/s]
      7%|7         | 2.95M/41.5M [01:11<20:48, 32.4kB/s]
      7%|7         | 2.96M/41.5M [01:11<15:19, 43.9kB/s]
      7%|7         | 2.97M/41.5M [01:11<18:18, 36.8kB/s]
      7%|7         | 2.98M/41.5M [01:11<17:21, 38.8kB/s]
      7%|7         | 2.98M/41.5M [01:12<23:57, 28.1kB/s]
      7%|7         | 2.99M/41.5M [01:12<21:22, 31.5kB/s]
      7%|7         | 3.00M/41.5M [01:12<19:25, 34.6kB/s]
      7%|7         | 3.01M/41.5M [01:12<17:59, 37.4kB/s]
      7%|7         | 3.02M/41.5M [01:13<16:55, 39.7kB/s]
      7%|7         | 3.02M/41.5M [01:13<16:10, 41.6kB/s]
      7%|7         | 3.03M/41.5M [01:13<15:38, 43.0kB/s]
      7%|7         | 3.04M/41.5M [01:14<23:45, 28.3kB/s]
      7%|7         | 3.05M/41.5M [01:14<20:57, 32.1kB/s]
      7%|7         | 3.05M/41.5M [01:14<18:58, 35.4kB/s]
      7%|7         | 3.06M/41.5M [01:14<21:52, 30.7kB/s]
       7%|7         | 3.07M/41.5M [01:14<19:37, 34.2kB/s]
      7%|7         | 3.08M/41.5M [01:15<18:01, 37.2kB/s]
      7%|7         | 3.09M/41.5M [01:15<21:12, 31.6kB/s]
      7%|7         | 3.09M/41.5M [01:15<23:26, 28.6kB/s]
      7%|7         | 3.10M/41.5M [01:16<26:10, 25.6kB/s]
      7%|7         | 3.11M/41.5M [01:16<22:37, 29.6kB/s]
      8%|7         | 3.12M/41.5M [01:16<23:16, 28.8kB/s]
      8%|7         | 3.12M/41.5M [01:16<24:09, 27.7kB/s]
      8%|7         | 3.13M/41.5M [01:17<21:54, 30.6kB/s]
      8%|7         | 3.14M/41.5M [01:17<19:37, 34.2kB/s]
      8%|7         | 3.15M/41.5M [01:17<18:01, 37.2kB/s]
      8%|7         | 3.16M/41.5M [01:17<16:12, 41.4kB/s]
      8%|7         | 3.16M/41.5M [01:17<15:37, 42.9kB/s]
      8%|7         | 3.17M/41.5M [01:18<19:30, 34.3kB/s]
      8%|7         | 3.18M/41.5M [01:18<17:56, 37.3kB/s]
      8%|7         | 3.19M/41.5M [01:18<21:07, 31.7kB/s]
      8%|7         | 3.20M/41.5M [01:19<23:21, 28.7kB/s]
      8%|7         | 3.20M/4
 1.5M [01:19<26:02, 25.7kB/s]
      8%|7         | 3.21M/41.5M [01:19<22:30, 29.7kB/s]
      8%|7         | 3.22M/41.5M [01:20<28:35, 23.4kB/s]
      8%|7         | 3.23M/41.5M [01:20<29:31, 22.6kB/s]
      8%|7         | 3.23M/41.5M [01:21<35:00, 19.1kB/s]
      8%|7         | 3.24M/41.5M [01:21<33:03, 20.2kB/s]
      8%|7         | 3.25M/41.5M [01:21<27:24, 24.4kB/s]
      8%|7         | 3.26M/41.5M [01:22<27:44, 24.1kB/s]
      8%|7         | 3.27M/41.5M [01:22<23:41, 28.2kB/s]
      8%|7         | 3.27M/41.5M [01:22<20:51, 32.0kB/s]
      8%|7         | 3.28M/41.5M [01:22<18:52, 35.4kB/s]
      8%|7         | 3.30M/41.5M [01:22<13:26, 49.7kB/s]
      8%|7         | 3.30M/41.5M [01:22<13:38, 48.9kB/s]
      8%|7         | 3.31M/41.5M [01:23<13:47, 48.4kB/s]
      8%|8         | 3.33M/41.5M [01:23<10:56, 61.0kB/s]
      8%|8         | 3.34M/41.5M [01:23<15:03, 44.3kB/s]
      8%|8         | 3.36M/41.5M [01:23<09:53, 67.4kB/s]
      8%|8         | 3.37M/41.5M [01:23<10:43, 62.2kB/s]
 
      8%|8         | 3.38M/41.5M [01:24<12:13, 54.5kB/s]
      8%|8         | 3.39M/41.5M [01:24<09:36, 69.4kB/s]
      8%|8         | 3.40M/41.5M [01:24<10:35, 62.9kB/s]
      8%|8         | 3.41M/41.5M [01:24<14:45, 45.1kB/s]
      8%|8         | 3.42M/41.5M [01:25<11:40, 56.9kB/s]
      8%|8         | 3.43M/41.5M [01:25<15:23, 43.2kB/s]
      8%|8         | 3.45M/41.5M [01:25<14:50, 44.8kB/s]
      8%|8         | 3.45M/41.5M [01:25<14:41, 45.2kB/s]
      8%|8         | 3.46M/41.5M [01:26<14:34, 45.6kB/s]
      8%|8         | 3.47M/41.5M [01:26<14:28, 45.9kB/s]
      8%|8         | 3.48M/41.5M [01:26<21:54, 30.3kB/s]
      8%|8         | 3.48M/41.5M [01:26<19:47, 33.6kB/s]
      8%|8         | 3.49M/41.5M [01:27<18:11, 36.5kB/s]
      8%|8         | 3.50M/41.5M [01:27<18:52, 35.2kB/s]
      8%|8         | 3.51M/41.5M [01:27<17:29, 37.9kB/s]
      8%|8         | 3.52M/41.5M [01:27<16:31, 40.2kB/s]
      8%|8         | 3.52M/41.5M [01:27<15:49, 41.9kB/s]
      9%|8         | 3.53M/
 41.5M [01:28<15:19, 43.3kB/s]
      9%|8         | 3.54M/41.5M [01:28<14:58, 44.3kB/s]
      9%|8         | 3.55M/41.5M [01:28<14:35, 45.4kB/s]
      9%|8         | 3.57M/41.5M [01:28<13:09, 50.4kB/s]
      9%|8         | 3.58M/41.5M [01:29<13:22, 49.5kB/s]
      9%|8         | 3.59M/41.5M [01:29<13:33, 48.9kB/s]
      9%|8         | 3.60M/41.5M [01:29<13:47, 48.0kB/s]
      9%|8         | 3.61M/41.5M [01:29<13:51, 47.8kB/s]
      9%|8         | 3.62M/41.5M [01:29<13:55, 47.5kB/s]
      9%|8         | 3.62M/41.5M [01:30<17:36, 37.6kB/s]
      9%|8         | 3.63M/41.5M [01:30<16:40, 39.7kB/s]
      9%|8         | 3.64M/41.5M [01:30<15:57, 41.5kB/s]
      9%|8         | 3.65M/41.5M [01:30<15:25, 42.9kB/s]
      9%|8         | 3.66M/41.5M [01:30<15:02, 43.9kB/s]
      9%|8         | 3.66M/41.5M [01:31<14:46, 44.8kB/s]
      9%|8         | 3.67M/41.5M [01:31<14:34, 45.4kB/s]
      9%|8         | 3.68M/41.5M [01:31<14:26, 45.8kB/s]
      9%|8         | 3.69M/41.5M [01:31<18:31, 35.7kB/s
 ]
      9%|8         | 3.70M/41.5M [01:31<13:14, 49.9kB/s]
      9%|8         | 3.71M/41.5M [01:32<13:27, 49.1kB/s]
      9%|8         | 3.72M/41.5M [01:32<13:36, 48.5kB/s]
      9%|8         | 3.73M/41.5M [01:32<13:44, 48.0kB/s]
      9%|9         | 3.74M/41.5M [01:32<13:52, 47.5kB/s]
      9%|9         | 3.75M/41.5M [01:33<16:05, 41.0kB/s]
      9%|9         | 3.77M/41.5M [01:33<16:16, 40.5kB/s]
      9%|9         | 3.78M/41.5M [01:33<15:27, 42.6kB/s]
      9%|9         | 3.79M/41.5M [01:34<15:10, 43.4kB/s]
      9%|9         | 3.80M/41.5M [01:34<14:54, 44.2kB/s]
      9%|9         | 3.80M/41.5M [01:34<14:42, 44.8kB/s]
      9%|9         | 3.81M/41.5M [01:34<14:31, 45.3kB/s]
      9%|9         | 3.82M/41.5M [01:34<14:23, 45.7kB/s]
      9%|9         | 3.83M/41.5M [01:34<14:17, 46.0kB/s]
      9%|9         | 3.84M/41.5M [01:35<14:13, 46.3kB/s]
      9%|9         | 3.85M/41.5M [01:35<14:08, 46.5kB/s]
      9%|9         | 3.87M/41.5M [01:35<11:20, 57.9kB/s]
      9%|9         | 3.88M
 /41.5M [01:36<12:18, 53.4kB/s]
      9%|9         | 3.90M/41.5M [01:36<10:30, 62.5kB/s]
      9%|9         | 3.91M/41.5M [01:36<11:11, 58.7kB/s]
      9%|9         | 3.91M/41.5M [01:36<11:48, 55.6kB/s]
      9%|9         | 3.92M/41.5M [01:36<15:38, 42.0kB/s]
      9%|9         | 3.94M/41.5M [01:37<14:58, 43.8kB/s]
     10%|9         | 3.95M/41.5M [01:37<17:53, 36.7kB/s]
     10%|9         | 3.95M/41.5M [01:37<20:20, 32.3kB/s]
     10%|9         | 3.96M/41.5M [01:38<19:33, 33.5kB/s]
     10%|9         | 3.97M/41.5M [01:38<25:34, 25.6kB/s]
     10%|9         | 3.98M/41.5M [01:39<34:46, 18.9kB/s]
     10%|9         | 3.98M/41.5M [01:39<36:48, 17.8kB/s]
     10%|9         | 3.99M/41.5M [01:40<34:15, 19.1kB/s]
     10%|9         | 4.00M/41.5M [01:40<32:24, 20.2kB/s]
     10%|9         | 4.01M/41.5M [01:40<31:05, 21.1kB/s]
     10%|9         | 4.02M/41.5M [01:41<26:02, 25.1kB/s]
     10%|9         | 4.02M/41.5M [01:41<26:36, 24.6kB/s]
     10%|9         | 4.03M/41.5M [01:41<22:50, 28.7kB/
 s]
     10%|9         | 4.04M/41.5M [01:41<20:11, 32.4kB/s]
     10%|9         | 4.05M/41.5M [01:42<18:19, 35.7kB/s]
     10%|9         | 4.05M/41.5M [01:42<18:03, 36.2kB/s]
     10%|9         | 4.06M/41.5M [01:42<16:49, 38.9kB/s]
     10%|9         | 4.07M/41.5M [01:42<14:55, 43.8kB/s]
     10%|9         | 4.08M/41.5M [01:42<14:37, 44.7kB/s]
     10%|9         | 4.09M/41.5M [01:43<18:36, 35.1kB/s]
     10%|9         | 4.09M/41.5M [01:43<15:32, 42.1kB/s]
     10%|9         | 4.11M/41.5M [01:43<16:05, 40.6kB/s]
     10%|9         | 4.12M/41.5M [01:43<15:33, 42.0kB/s]
     10%|9         | 4.12M/41.5M [01:44<18:46, 34.8kB/s]
     10%|9         | 4.13M/41.5M [01:44<17:27, 37.4kB/s]
     10%|9         | 4.14M/41.5M [01:44<16:27, 39.6kB/s]
     10%|9         | 4.15M/41.5M [01:44<15:44, 41.5kB/s]
     10%|#         | 4.16M/41.5M [01:44<11:47, 55.3kB/s]
     10%|#         | 4.17M/41.5M [01:45<12:18, 53.0kB/s]
     10%|#         | 4.19M/41.5M [01:45<12:57, 50.3kB/s]
     10%|#         | 4.20
 M/41.5M [01:45<10:44, 60.7kB/s]
     10%|#         | 4.21M/41.5M [01:46<20:06, 32.4kB/s]
     10%|#         | 4.23M/41.5M [01:46<15:10, 42.9kB/s]
     10%|#         | 4.23M/41.5M [01:46<14:54, 43.7kB/s]
     10%|#         | 4.24M/41.5M [01:46<14:40, 44.4kB/s]
     10%|#         | 4.25M/41.5M [01:47<17:55, 36.3kB/s]
     10%|#         | 4.26M/41.5M [01:47<20:30, 31.7kB/s]
     10%|#         | 4.27M/41.5M [01:47<17:39, 36.8kB/s]
     10%|#         | 4.29M/41.5M [01:48<14:11, 45.8kB/s]
     10%|#         | 4.30M/41.5M [01:48<14:07, 46.0kB/s]
     10%|#         | 4.30M/41.5M [01:48<14:03, 46.2kB/s]
     10%|#         | 4.31M/41.5M [01:48<17:28, 37.2kB/s]
     10%|#         | 4.32M/41.5M [01:48<15:44, 41.2kB/s]
     10%|#         | 4.33M/41.5M [01:49<15:14, 42.6kB/s]
     10%|#         | 4.34M/41.5M [01:49<14:50, 43.7kB/s]
     10%|#         | 4.34M/41.5M [01:49<14:33, 44.6kB/s]
     10%|#         | 4.35M/41.5M [01:49<14:21, 45.2kB/s]
     11%|#         | 4.36M/41.5M [01:49<14:12, 45.7kB
 /s]
     11%|#         | 4.37M/41.5M [01:50<22:16, 29.1kB/s]
     11%|#         | 4.38M/41.5M [01:50<15:14, 42.5kB/s]
     11%|#         | 4.39M/41.5M [01:50<14:53, 43.5kB/s]
     11%|#         | 4.40M/41.5M [01:50<14:37, 44.3kB/s]
     11%|#         | 4.41M/41.5M [01:50<14:24, 45.0kB/s]
     11%|#         | 4.41M/41.5M [01:51<14:14, 45.5kB/s]
     11%|#         | 4.42M/41.5M [01:51<18:03, 35.9kB/s]
     11%|#         | 4.44M/41.5M [01:52<19:15, 33.6kB/s]
     11%|#         | 4.45M/41.5M [01:52<17:55, 36.1kB/s]
     11%|#         | 4.45M/41.5M [01:52<16:52, 38.4kB/s]
     11%|#         | 4.46M/41.5M [01:52<19:45, 32.8kB/s]
     11%|#         | 4.47M/41.5M [01:52<18:06, 35.7kB/s]
     11%|#         | 4.48M/41.5M [01:53<16:53, 38.3kB/s]
     11%|#         | 4.49M/41.5M [01:53<12:24, 52.1kB/s]
     11%|#         | 4.50M/41.5M [01:53<12:44, 50.7kB/s]
     11%|#         | 4.51M/41.5M [01:53<13:00, 49.7kB/s]
     11%|#         | 4.52M/41.5M [01:53<10:25, 62.0kB/s]
     11%|#         | 4.5
 3M/41.5M [01:53<11:11, 57.7kB/s]
     11%|#         | 4.55M/41.5M [01:54<12:14, 52.7kB/s]
     11%|#         | 4.56M/41.5M [01:54<10:17, 62.7kB/s]
     11%|#1        | 4.57M/41.5M [01:54<13:50, 46.6kB/s]
     11%|#1        | 4.59M/41.5M [01:54<09:29, 67.9kB/s]
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     11%|#1        | 4.71M/41.5M [01:58<18:36, 34.5k
 B/s]
     11%|#1        | 4.72M/41.5M [01:58<20:44, 31.0kB/s]
     11%|#1        | 4.73M/41.5M [01:58<18:55, 33.9kB/s]
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     12%|#1        | 4.
 88M/41.5M [02:02<13:27, 47.5kB/s]
     12%|#1        | 4.89M/41.5M [02:02<13:30, 47.3kB/s]
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     12%|#1        | 4.91M/41.5M [02:02<17:30, 36.5kB/s]
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 kB/s]
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     13%|#2        | 5
 .21M/41.5M [02:11<11:09, 56.8kB/s]
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 0kB/s]
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 5.56M/41.5M [02:20<14:45, 42.5kB/s]
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 .7kB/s]
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  5.90M/41.5M [02:28<18:26, 33.7kB/s]
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     3
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 , 71.9kB/s]
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     51%|#####1    | 21.2M/41.5M [08:18<06:08, 57.8kB/s]
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    | 21.4M/41.5M [08:22<05:55, 59.4kB/s]
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 0, 44.5kB/s]
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     | 21.7M/41.5M [08:30<07:29, 46.1kB/s]
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 24, 63.4kB/s]
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     53%|#####
 3    | 22.1M/41.5M [08:37<04:05, 82.5kB/s]
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 :57, 48.1kB/s]
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     54%|####
 #4    | 22.5M/41.5M [08:44<06:48, 48.7kB/s]
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 7:08, 46.0kB/s]
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     55%|###
 ##5    | 22.9M/41.5M [08:52<06:47, 47.9kB/s]
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     56%|##
 ###6    | 23.2M/41.5M [09:04<08:45, 36.4kB/s]
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 <12:06, 26.1kB/s]
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     57%|#
 ####6    | 23.6M/41.5M [09:16<07:54, 39.7kB/s]
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 29<09:06, 33.4kB/s]
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 :38<09:38, 30.9kB/s]
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@@ -283,11 +283,6 @@ Look up prediction top 1 index in 1000 class synset.
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 15 minutes  3.801 seconds)
-
-
 .. _sphx_glr_download_how_to_compile_models_from_oneflow.py:
 
 
diff --git a/docs/_sources/how_to/compile_models/from_paddle.rst.txt b/docs/_sources/how_to/compile_models/from_paddle.rst.txt
index aa21cbe41..6e2f013bf 100644
--- a/docs/_sources/how_to/compile_models/from_paddle.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_paddle.rst.txt
@@ -201,7 +201,7 @@ Look up prediction top 1 index in 1000 class synset.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 1 minutes  10.043 seconds)
+   **Total running time of the script:** ( 1 minutes  5.428 seconds)
 
 
 .. _sphx_glr_download_how_to_compile_models_from_paddle.py:
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 dbbb57d6e..6ead76e6e 100644
--- a/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
@@ -79,7 +79,7 @@ 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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     85%|########4 | 37.9M/44.7M [00:00<00:00, 205MB/s]
    100%|##########| 44.7M/44.7M [00:00<00:00, 207MB/s]
+
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     94%|#########3| 41.8M/44.7M [00:00<00:00, 224MB/s]
    100%|##########| 44.7M/44.7M [00:00<00:00, 222MB/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 49fa5a4e0..ff0de430c 100644
--- a/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
@@ -372,7 +372,7 @@ Run the corresponding model on tensorflow
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 1 minutes  4.194 seconds)
+   **Total running time of the script:** ( 1 minutes  1.773 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 1f335a9c2..d62a5d0dd 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
@@ -5,15 +5,15 @@
 
 Computation times
 =================
-**20:02.165** total execution time for **how_to_compile_models** files:
+**05:25.499** total execution time for **how_to_compile_models** files:
 
-- **15:03.801**: :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``)
-- **01:10.043**: :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``)
-- **01:04.194**: :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``)
-- **00:58.420**: :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``)
-- **00:26.134**: :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``)
-- **00:22.174**: :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``)
-- **00:21.776**: :ref:`sphx_glr_how_to_compile_models_from_mxnet.py` (``from_mxnet.py``)
-- **00:19.872**: :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``)
-- **00:13.175**: :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``)
-- **00:02.575**: :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``)
+- **01:05.428**: :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``)
+- **01:01.773**: :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``)
+- **00:58.152**: :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``)
+- **00:37.768**: :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``)
+- **00:25.640**: :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``)
+- **00:21.234**: :ref:`sphx_glr_how_to_compile_models_from_mxnet.py` (``from_mxnet.py``)
+- **00:21.018**: :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``)
+- **00:19.070**: :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``)
+- **00:12.955**: :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``)
+- **00:02.462**: :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``)
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 8276359d2..dfe45f635 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
@@ -393,7 +393,7 @@ Execute on TVM
     Evaluate inference time cost...
     Execution time summary:
      mean (ms)   median (ms)    max (ms)     min (ms)     std (ms)  
-      16.1503      15.7701      19.3974      15.6904       1.0867   
+      15.6645      15.6655      15.7586      15.5795       0.0495   
                
 
 
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 dced8c2f5..64f195e5f 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
@@ -108,7 +108,7 @@ 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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+
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    100%|##########| 170M/170M [00:00<00:00, 249MB/s]
     /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').
@@ -253,7 +253,7 @@ Get boxes with score larger than 0.9
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 3 minutes  8.997 seconds)
+   **Total running time of the script:** ( 3 minutes  1.076 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 e8df7924d..82d9d4257 100644
--- a/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt
@@ -187,7 +187,7 @@ 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]
     38%|###8      | 5.18M/13.6M [00:00<00:00, 53.9MB/s]
     77%|#######7  | 10.5M/13.6M [00:00<00:00, 54.6MB/s]
    100%|##########| 13.6M/13.6M [00:00<00:00, 55.9MB/s]
+
      0%|          | 0.00/13.6M [00:00<?, ?B/s]
     96%|#########6| 13.1M/13.6M [00:00<00:00, 137MB/s]
    100%|##########| 13.6M/13.6M [00:00<00:00, 126MB/s]
 
 
 
@@ -344,7 +344,7 @@ 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)  
-      90.4552      90.2989      94.5511      90.0995       0.4961   
+      90.2287      90.1454      91.4315      89.9442       0.2731   
                
 
 
@@ -384,7 +384,7 @@ TODO
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 1 minutes  7.533 seconds)
+   **Total running time of the script:** ( 1 minutes  4.281 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 df0d49372..e25ca8cec 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
@@ -351,7 +351,7 @@ 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)  
-      119.6798     119.6605     121.6868     119.0101      0.4068   
+      120.4160     120.3347     121.8931     119.6589      0.4836   
                
 
 
@@ -385,7 +385,7 @@ 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:** ( 2 minutes  0.555 seconds)
+   **Total running time of the script:** ( 1 minutes  58.754 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 124a3d3ab..a820396ce 100644
--- a/docs/_sources/how_to/deploy_models/deploy_quantized.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_quantized.rst.txt
@@ -221,7 +221,7 @@ We create a Relay VM to build and execute the model.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 1 minutes  17.266 seconds)
+   **Total running time of the script:** ( 1 minutes  11.293 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 981863b5f..4d4dbc522 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
@@ -137,7 +137,7 @@ 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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@@ -202,7 +202,7 @@ Display result
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 2 minutes  25.587 seconds)
+   **Total running time of the script:** ( 2 minutes  22.816 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 efc215c4a..37310df7a 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
@@ -5,13 +5,13 @@
 
 Computation times
 =================
-**10:52.875** total execution time for **how_to_deploy_models** files:
+**10:27.838** total execution time for **how_to_deploy_models** files:
 
-- **03:08.997**: :ref:`sphx_glr_how_to_deploy_models_deploy_object_detection_pytorch.py` (``deploy_object_detection_pytorch.py``)
-- **02:25.587**: :ref:`sphx_glr_how_to_deploy_models_deploy_ssd_gluoncv.py` (``deploy_ssd_gluoncv.py``)
-- **02:00.555**: :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``)
-- **01:17.266**: :ref:`sphx_glr_how_to_deploy_models_deploy_quantized.py` (``deploy_quantized.py``)
-- **01:07.533**: :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``)
-- **00:29.837**: :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``)
-- **00:22.905**: :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``)
-- **00:00.195**: :ref:`sphx_glr_how_to_deploy_models_deploy_sparse.py` (``deploy_sparse.py``)
+- **03:01.076**: :ref:`sphx_glr_how_to_deploy_models_deploy_object_detection_pytorch.py` (``deploy_object_detection_pytorch.py``)
+- **02:22.816**: :ref:`sphx_glr_how_to_deploy_models_deploy_ssd_gluoncv.py` (``deploy_ssd_gluoncv.py``)
+- **01:58.754**: :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``)
+- **01:11.293**: :ref:`sphx_glr_how_to_deploy_models_deploy_quantized.py` (``deploy_quantized.py``)
+- **01:04.281**: :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``)
+- **00:27.466**: :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``)
+- **00:21.958**: :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``)
+- **00:00.194**: :ref:`sphx_glr_how_to_deploy_models_deploy_sparse.py` (``deploy_sparse.py``)
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 4df9ee9ae..d0804113c 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
@@ -423,7 +423,7 @@ 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.zip28708bd6-e2e7-431b-a9e1-3504f1d6944f from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/mobilenet0.25-9f83e440.zip...
+    Downloading /workspace/.mxnet/models/mobilenet0.25-9f83e440.zip18529069-f3d4-4d72-93a3-b3e2ab179560 from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/mobilenet0.25-9f83e440.zip...
 
 
 
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 8586f71b7..721141875 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
@@ -5,9 +5,9 @@
 
 Computation times
 =================
-**00:38.110** total execution time for **how_to_extend_tvm** files:
+**00:38.116** total execution time for **how_to_extend_tvm** files:
 
-- **00:34.614**: :ref:`sphx_glr_how_to_extend_tvm_bring_your_own_datatypes.py` (``bring_your_own_datatypes.py``)
-- **00:02.240**: :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``)
-- **00:01.058**: :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``)
-- **00:00.198**: :ref:`sphx_glr_how_to_extend_tvm_low_level_custom_pass.py` (``low_level_custom_pass.py``)
+- **00:34.630**: :ref:`sphx_glr_how_to_extend_tvm_bring_your_own_datatypes.py` (``bring_your_own_datatypes.py``)
+- **00:02.231**: :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``)
+- **00:01.052**: :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``)
+- **00:00.202**: :ref:`sphx_glr_how_to_extend_tvm_low_level_custom_pass.py` (``low_level_custom_pass.py``)
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 bcaf6162d..9f11a29f2 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
@@ -199,10 +199,10 @@ profile the execution time of each passes.
  .. code-block:: none
 
     Printing results of timing profile...
-    InferType: 6008us [6008us] (45.58%; 45.58%)
-    FoldScaleAxis: 7175us [2us] (54.42%; 54.42%)
-            FoldConstant: 7173us [1470us] (54.41%; 99.97%)
-                    InferType: 5703us [5703us] (43.26%; 79.51%)
+    InferType: 5941us [5941us] (45.23%; 45.23%)
+    FoldScaleAxis: 7193us [2us] (54.77%; 54.77%)
+            FoldConstant: 7191us [1500us] (54.75%; 99.97%)
+                    InferType: 5692us [5692us] (43.34%; 79.15%)
 
 
 
@@ -239,10 +239,10 @@ Refer to following sections and :py:func:`tvm.instrument.pass_instrument` for th
  .. code-block:: none
 
     Printing results of timing profile...
-    InferType: 5752us [5752us] (44.45%; 44.45%)
-    FoldScaleAxis: 7188us [2us] (55.55%; 55.55%)
-            FoldConstant: 7186us [1516us] (55.53%; 99.97%)
-                    InferType: 5669us [5669us] (43.81%; 78.90%)
+    InferType: 5731us [5731us] (44.61%; 44.61%)
+    FoldScaleAxis: 7115us [2us] (55.39%; 55.39%)
+            FoldConstant: 7113us [1479us] (55.37%; 99.97%)
+                    InferType: 5634us [5634us] (43.85%; 79.20%)
 
 
 
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 1d67312cc..186c4e44c 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
@@ -295,7 +295,7 @@ latency of convolution.
 
  .. code-block:: none
 
-    Convolution: 47.055970 ms
+    Convolution: 34.784763 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 67ba67273..74bf0726e 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
@@ -628,7 +628,7 @@ be able to run on our build server
 
  .. code-block:: none
 
-    conv2d with tensor core: 6.924260 ms
+    conv2d with tensor core: 7.953390 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 465e60d1e..7384e9d88 100644
--- a/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt
@@ -118,8 +118,8 @@ Then we write a baseline implementation, the simplest way to write a matrix mult
 
  .. code-block:: none
 
-    Numpy running time: 0.018607
-    Baseline: 3.435015
+    Numpy running time: 0.018422
+    Baseline: 3.297649
 
 
 
@@ -210,7 +210,7 @@ fill 32 * 32 * sizeof(float) which is 4KB in the cache whose total size is 32KB
 
  .. code-block:: none
 
-    Opt1: 0.295261
+    Opt1: 0.307990
 
 
 
@@ -309,7 +309,7 @@ In this tutorial, we chose to vectorize the inner loop row data since it is cach
 
  .. code-block:: none
 
-    Opt2: 0.332947
+    Opt2: 0.345867
 
 
 
@@ -401,7 +401,7 @@ the access pattern for A matrix is more cache friendly.
 
  .. code-block:: none
 
-    Opt3: 0.117341
+    Opt3: 0.116493
 
 
 
@@ -520,7 +520,7 @@ flattening.
 
  .. code-block:: none
 
-    Opt4: 0.110480
+    Opt4: 0.110559
 
 
 
@@ -638,7 +638,7 @@ write to C when all the block results are ready.
 
  .. code-block:: none
 
-    Opt5: 0.111648
+    Opt5: 0.110912
 
 
 
@@ -759,7 +759,7 @@ Futhermore, we can also utilize multi-core processors to do the thread-level par
 
  .. code-block:: none
 
-    Opt6: 0.145031
+    Opt6: 0.145567
 
 
 
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 f41f18955..feb496872 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
@@ -5,8 +5,8 @@
 
 Computation times
 =================
-**00:35.022** total execution time for **how_to_optimize_operators** files:
+**00:34.962** total execution time for **how_to_optimize_operators** files:
 
-- **00:32.362**: :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``)
-- **00:01.428**: :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``)
-- **00:01.232**: :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``)
+- **00:32.253**: :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``)
+- **00:01.463**: :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``)
+- **00:01.246**: :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``)
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 b55e36646..2e0bd12cc 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
@@ -5,11 +5,11 @@
 
 Computation times
 =================
-**05:09.129** total execution time for **how_to_tune_with_autoscheduler** files:
-
-- **02:32.364**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``)
-- **01:21.356**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_x86.py` (``tune_network_x86.py``)
-- **00:41.256**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``)
-- **00:16.864**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_sparse_x86.py` (``tune_sparse_x86.py``)
-- **00:08.878**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``)
-- **00:08.412**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``)
+**04:50.823** total execution time for **how_to_tune_with_autoscheduler** files:
+
+- **02:17.970**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``)
+- **01:19.832**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_x86.py` (``tune_network_x86.py``)
+- **00:40.372**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``)
+- **00:15.789**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_sparse_x86.py` (``tune_sparse_x86.py``)
+- **00:08.567**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``)
+- **00:08.293**: :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``)
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 6941975a4..45fabb945 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
@@ -222,222 +222,237 @@ 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" = 32;
+      attr [IterVar(blockIdx.x: int32, (nullptr), "ThreadIndex", "blockIdx.x")] "thread_extent" = 64;
       allocate(conv2d_nchw: Pointer(local float32), float32, [14]), storage_scope = local;
-      allocate(pad_temp.shared: Pointer(shared float32), float32, [2016]), storage_scope = shared;
-      allocate(kernel.shared: Pointer(shared float32), float32, [1536]), storage_scope = shared;
-      attr [IterVar(threadIdx.x: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56 {
-        conv2d_nchw_1: Buffer(conv2d_nchw, float32, [14], [], scope="local", align=32)[0] = 0f32
-        conv2d_nchw_1[1] = 0f32
+      allocate(pad_temp.shared: Pointer(shared float32), float32, [252]), storage_scope = shared;
+      allocate(kernel.shared: Pointer(shared float32), float32, [96]), storage_scope = shared;
+      attr [IterVar(threadIdx.x: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28 {
+        conv2d_nchw_1: Buffer(conv2d_nchw, float32, [4], [], scope="local", align=8)[0] = 0f32
         conv2d_nchw_1[2] = 0f32
-        conv2d_nchw_1[3] = 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[9] = 0f32
         conv2d_nchw_1[10] = 0f32
-        conv2d_nchw_1[11] = 0f32
         conv2d_nchw_1[12] = 0f32
+        conv2d_nchw_1[1] = 0f32
+        conv2d_nchw_1[3] = 0f32
+        conv2d_nchw_1[5] = 0f32
+        conv2d_nchw_1[7] = 0f32
+        conv2d_nchw_1[9] = 0f32
+        conv2d_nchw_1[11] = 0f32
         conv2d_nchw_1[13] = 0f32
-        for (rc.outer.outer: int32, 0, 16) {
-          for (ry.outer.outer: int32, 0, 3) {
-            let cse_var_3: int32 = (rc.outer.outer*1568)
-            let cse_var_2: int32 = (ry.outer.outer*7)
-            let cse_var_1: int32 = (ry.outer.outer*3)
+        for (rc.outer.outer: int32, 0, 128) {
+          for (rx.outer.outer: int32, 0, 3) {
+            let cse_var_2: int32 = (rc.outer.outer*196)
+            let cse_var_1: int32 = (rc.outer.outer*36)
              {
-              attr [IterVar(threadIdx.x_1: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1: Buffer(pad_temp.shared, float32, [2016], [], scope="shared")[threadIdx.x_1] = @tir.if_then_else(((((1 <= (floordiv(threadIdx.x_1, 9) + ry.outer.outer)) && ((floordiv(threadIdx.x_1, 9) + ry.outer.outer) < 8)) && (1 <= floormod(threadIdx.x_1, 9))) && (floormod(threadIdx.x_1, 9) < 8)), data[((((cse_var_3 + (floordiv(threadIdx.x_1, 9)*7)) + cse_var_2) + floormod(threadIdx.x_1, 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 56)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 56), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 56), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 2), 9))) && (floormod((threadIdx.x_1 + 2), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 56), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 2), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 112)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 112), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 112), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 4), 9))) && (floormod((threadIdx.x_1 + 4), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 112), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 4), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 168)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 168), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 168), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 6), 9))) && (floormod((threadIdx.x_1 + 6), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 168), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 6), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 224)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 224), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 224), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 8), 9))) && (floormod((threadIdx.x_1 + 8), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 224), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 8), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 280)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 280), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 280), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 1), 9))) && (floormod((threadIdx.x_1 + 1), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 280), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 1), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 336)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 336), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 336), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 3), 9))) && (floormod((threadIdx.x_1 + 3), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 336), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 3), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 392)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 392), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 392), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 5), 9))) && (floormod((threadIdx.x_1 + 5), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 392), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 5), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 448)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 448), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 448), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 7), 9))) && (floormod((threadIdx.x_1 + 7), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 448), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 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 + 504)] = @tir.if_then_else(((((1 <= (floordiv(threadIdx.x_1, 9) + ry.outer.outer)) && ((floordiv(threadIdx.x_1, 9) + ry.outer.outer) < 8)) && (1 <= floormod(threadIdx.x_1, 9))) && (floormod(threadIdx.x_1, 9) < 8)), data[((((cse_var_3 + (floordiv(threadIdx.x_1, 9)*7)) + cse_var_2) + floormod(threadIdx.x_1, 9)) + 384)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 560)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 560), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 560), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 2), 9))) && (floormod((threadIdx.x_1 + 2), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 560), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 2), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 616)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 616), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 616), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 4), 9))) && (floormod((threadIdx.x_1 + 4), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 616), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 4), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 672)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 672), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 672), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 6), 9))) && (floormod((threadIdx.x_1 + 6), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 672), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 6), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 728)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 728), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 728), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 8), 9))) && (floormod((threadIdx.x_1 + 8), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 728), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 8), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 784)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 784), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 784), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 1), 9))) && (floormod((threadIdx.x_1 + 1), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 784), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 1), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 840)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 840), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 840), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 3), 9))) && (floormod((threadIdx.x_1 + 3), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 840), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 3), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 896)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 896), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 896), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 5), 9))) && (floormod((threadIdx.x_1 + 5), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 896), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 5), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 952)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 952), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 952), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 7), 9))) && (floormod((threadIdx.x_1 + 7), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 952), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 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 + 1008)] = @tir.if_then_else(((((1 <= (floordiv(threadIdx.x_1, 9) + ry.outer.outer)) && ((floordiv(threadIdx.x_1, 9) + ry.outer.outer) < 8)) && (1 <= floormod(threadIdx.x_1, 9))) && (floormod(threadIdx.x_1, 9) < 8)), data[((((cse_var_3 + (floordiv(threadIdx.x_1, 9)*7)) + cse_var_2) + floormod(threadIdx.x_1, 9)) + 776)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1064)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1064), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1064), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 2), 9))) && (floormod((threadIdx.x_1 + 2), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1064), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 2), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1120)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1120), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1120), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 4), 9))) && (floormod((threadIdx.x_1 + 4), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1120), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 4), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1176)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1176), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1176), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 6), 9))) && (floormod((threadIdx.x_1 + 6), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1176), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 6), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1232)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1232), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1232), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 8), 9))) && (floormod((threadIdx.x_1 + 8), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1232), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 8), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1288)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1288), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1288), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 1), 9))) && (floormod((threadIdx.x_1 + 1), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1288), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 1), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1344)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1344), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1344), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 3), 9))) && (floormod((threadIdx.x_1 + 3), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1344), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 3), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1400)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1400), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1400), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 5), 9))) && (floormod((threadIdx.x_1 + 5), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1400), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 5), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1456)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1456), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1456), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 7), 9))) && (floormod((threadIdx.x_1 + 7), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1456), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 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 + 1512)] = @tir.if_then_else(((((1 <= (floordiv(threadIdx.x_1, 9) + ry.outer.outer)) && ((floordiv(threadIdx.x_1, 9) + ry.outer.outer) < 8)) && (1 <= floormod(threadIdx.x_1, 9))) && (floormod(threadIdx.x_1, 9) < 8)), data[((((cse_var_3 + (floordiv(threadIdx.x_1, 9)*7)) + cse_var_2) + floormod(threadIdx.x_1, 9)) + 1168)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1568)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1568), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1568), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 2), 9))) && (floormod((threadIdx.x_1 + 2), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1568), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 2), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1624)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1624), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1624), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 4), 9))) && (floormod((threadIdx.x_1 + 4), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1624), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 4), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1680)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1680), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1680), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 6), 9))) && (floormod((threadIdx.x_1 + 6), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1680), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 6), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1736)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1736), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1736), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 8), 9))) && (floormod((threadIdx.x_1 + 8), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1736), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 8), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1792)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1792), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1792), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 1), 9))) && (floormod((threadIdx.x_1 + 1), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1792), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 1), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1848)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1848), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1848), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 3), 9))) && (floormod((threadIdx.x_1 + 3), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1848), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 3), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1904)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1904), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1904), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 5), 9))) && (floormod((threadIdx.x_1 + 5), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1904), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 5), 9)) - 8)], 0f32, dtype=float32)
-              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56;
-              pad_temp.shared_1[(threadIdx.x_1 + 1960)] = @tir.if_then_else(((((1 <= (floordiv(floormod((threadIdx.x_1 + 1960), 63), 9) + ry.outer.outer)) && ((floordiv(floormod((threadIdx.x_1 + 1960), 63), 9) + ry.outer.outer) < 8)) && (1 <= floormod((threadIdx.x_1 + 7), 9))) && (floormod((threadIdx.x_1 + 7), 9) < 8)), data[((((cse_var_3 + (floordiv((threadIdx.x_1 + 1960), 9)*7)) + cse_var_2) + floormod((threadIdx.x_1 + 7), 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, [1536], [], scope="shared")[(threadIdx.x_2*16)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod((threadIdx.x_2*16), 96), 3)*9)) + cse_var_1) + floormod((threadIdx.x_2*16), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 1)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 1), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 1), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 2)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 2), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 2), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 3)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv((threadIdx.x_2*16), 3) + 1), 32)*9)) + cse_var_1) + floormod((threadIdx.x_2*16), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 4)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 4), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 1), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 5)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 5), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 2), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 6)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv((threadIdx.x_2*16), 3) + 2), 32)*9)) + cse_var_1) + floormod((threadIdx.x_2*16), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 7)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 7), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 1), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 8)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 8), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 2), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 9)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv((threadIdx.x_2*16), 3) + 3), 32)*9)) + cse_var_1) + floormod((threadIdx.x_2*16), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 10)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 10), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 1), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 11)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 11), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 2), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 12)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv((threadIdx.x_2*16), 3) + 4), 32)*9)) + cse_var_1) + floormod((threadIdx.x_2*16), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 13)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 13), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 1), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 14)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 14), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 2), 3))]
-                kernel.shared_1[((threadIdx.x_2*16) + 15)] = kernel[((((((blockIdx.x*73728) + (floordiv(threadIdx.x_2, 6)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv((threadIdx.x_2*16), 3) + 5), 32)*9)) + cse_var_1) + floormod((threadIdx.x_2*16), 3))]
-              }
-              attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 56 {
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 896)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 896), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 2), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 897)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv((threadIdx.x_2*16), 3) + 11), 32)*9)) + cse_var_1) + floormod((threadIdx.x_2*16), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 898)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 898), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 1), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 899)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv(((threadIdx.x_2*16) + 896), 3) + 1), 32)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 2), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 900)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv((threadIdx.x_2*16), 3) + 12), 32)*9)) + cse_var_1) + floormod((threadIdx.x_2*16), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 901)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 901), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 1), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 902)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv(((threadIdx.x_2*16) + 896), 3) + 2), 32)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 2), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 903)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv((threadIdx.x_2*16), 3) + 13), 32)*9)) + cse_var_1) + floormod((threadIdx.x_2*16), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 904)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 904), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 1), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 905)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv(((threadIdx.x_2*16) + 896), 3) + 3), 32)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 2), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 906)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv((threadIdx.x_2*16), 3) + 14), 32)*9)) + cse_var_1) + floormod((threadIdx.x_2*16), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 907)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 907), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 1), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 908)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv(((threadIdx.x_2*16) + 896), 3) + 4), 32)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 2), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 909)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv((threadIdx.x_2*16), 3) + 15), 32)*9)) + cse_var_1) + floormod((threadIdx.x_2*16), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 910)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floordiv(floormod(((threadIdx.x_2*16) + 910), 96), 3)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 1), 3))]
-                }
-                if @tir.likely((threadIdx.x_2 < 40), dtype=bool) {
-                  kernel.shared_1[((threadIdx.x_2*16) + 911)] = kernel[((((((blockIdx.x*73728) + (floordiv((floordiv(threadIdx.x_2, 2) + 28), 3)*4608)) + (rc.outer.outer*288)) + (floormod((floordiv(((threadIdx.x_2*16) + 896), 3) + 5), 32)*9)) + cse_var_1) + floormod(((threadIdx.x_2*16) + 2), 3))]
-                }
-              }
-              for (rc.outer.inner: int32, 0, 32) {
-                conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9))]*kernel.shared_1[((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3))]))
-                conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3))]))
-                conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3))]))
-                conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3))]))
-                conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3))]))
-                conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3))]))
-                conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3))]))
-                conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9))]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 96)]))
-                conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 96)]))
-                conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 96)]))
-                conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 96)]))
-                conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 96)]))
-                conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 96)]))
-                conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 96)]))
-                conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 1)]))
-                conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 1)]))
-                conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 1)]))
-                conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 1)]))
-                conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 1)]))
-                conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 1)]))
-                conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 1)]))
-                conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 1)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 97)]))
-                conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 97)]))
-                conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 97)]))
-                conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 97)]))
-                conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 97)]))
-                conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 97)]))
-                conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 97)]))
-                conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 2)]))
-                conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 2)]))
-                conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 2)]))
-                conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 2)]))
-                conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 2)]))
-                conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 2)]))
-                conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 8)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 2)]))
-                conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 2)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 98)]))
-                conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 3)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 98)]))
-                conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 4)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 98)]))
-                conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 5)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 98)]))
-                conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 6)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 98)]))
-                conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 7)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 98)]))
-                conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(((rc.outer.inner*63) + (floormod(threadIdx.x, 7)*9)) + 8)]*kernel.shared_1[(((floordiv(threadIdx.x, 7)*192) + (rc.outer.inner*3)) + 98)]))
+              attr [IterVar(threadIdx.x_1: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              pad_temp.shared_1: Buffer(pad_temp.shared, float32, [252], [], scope="shared")[threadIdx.x_1] = @tir.if_then_else((((7 <= threadIdx.x_1) && (1 <= (rx.outer.outer + floormod(threadIdx.x_1, 7)))) && ((rx.outer.outer + floormod(threadIdx.x_1, 7)) < 8)), data[(((cse_var_2 + threadIdx.x_1) + rx.outer.outer) - 8)], 0f32, dtype=float32)
+              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              pad_temp.shared_1[(threadIdx.x_1 + 28)] = @tir.if_then_else(((1 <= (rx.outer.outer + floormod(threadIdx.x_1, 7))) && ((rx.outer.outer + floormod(threadIdx.x_1, 7)) < 8)), data[((((cse_var_2 + ((floordiv(threadIdx.x_1, 7) + 4)*7)) + rx.outer.outer) + floormod(threadIdx.x_1, 7)) - 8)], 0f32, dtype=float32)
+              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              pad_temp.shared_1[(threadIdx.x_1 + 56)] = @tir.if_then_else(((((1 <= floormod((floordiv(threadIdx.x_1, 7) + 8), 9)) && (floormod((floordiv(threadIdx.x_1, 7) + 8), 9) < 8)) && (1 <= (rx.outer.outer + floormod(threadIdx.x_1, 7)))) && ((rx.outer.outer + floormod(threadIdx.x_1, 7)) < 8)), data[(((((cse_var_2 + (floordiv((floordiv(threadIdx.x_1, 7) + 8), 9)*49)) + (floormod((floordiv(threadIdx.x_1, 7) + 8), 9)*7)) + rx.outer.outer) + floormod(threadIdx.x_1, 7)) - 8)], 0f32, dtyp [...]
+              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              pad_temp.shared_1[(threadIdx.x_1 + 84)] = @tir.if_then_else(((1 <= (rx.outer.outer + floormod(threadIdx.x_1, 7))) && ((rx.outer.outer + floormod(threadIdx.x_1, 7)) < 8)), data[(((((cse_var_2 + (floordiv((floordiv(threadIdx.x_1, 7) + 12), 9)*49)) + (floormod((floordiv(threadIdx.x_1, 7) + 3), 9)*7)) + rx.outer.outer) + floormod(threadIdx.x_1, 7)) - 8)], 0f32, dtype=float32)
+              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              pad_temp.shared_1[(threadIdx.x_1 + 112)] = @tir.if_then_else(((((1 <= floormod((floordiv(threadIdx.x_1, 7) + 7), 9)) && (floormod((floordiv(threadIdx.x_1, 7) + 7), 9) < 8)) && (1 <= (rx.outer.outer + floormod(threadIdx.x_1, 7)))) && ((rx.outer.outer + floormod(threadIdx.x_1, 7)) < 8)), data[(((((cse_var_2 + (floordiv((floordiv(threadIdx.x_1, 7) + 16), 9)*49)) + (floormod((floordiv(threadIdx.x_1, 7) + 7), 9)*7)) + rx.outer.outer) + floormod(threadIdx.x_1, 7)) - 8)], 0f32, dt [...]
+              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              pad_temp.shared_1[(threadIdx.x_1 + 140)] = @tir.if_then_else(((1 <= (rx.outer.outer + floormod(threadIdx.x_1, 7))) && ((rx.outer.outer + floormod(threadIdx.x_1, 7)) < 8)), data[(((((cse_var_2 + (floordiv((floordiv(threadIdx.x_1, 7) + 20), 9)*49)) + (floormod((floordiv(threadIdx.x_1, 7) + 2), 9)*7)) + rx.outer.outer) + floormod(threadIdx.x_1, 7)) - 8)], 0f32, dtype=float32)
+              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              pad_temp.shared_1[(threadIdx.x_1 + 168)] = @tir.if_then_else(((((1 <= floormod((floordiv(threadIdx.x_1, 7) + 6), 9)) && (floormod((floordiv(threadIdx.x_1, 7) + 6), 9) < 8)) && (1 <= (rx.outer.outer + floormod(threadIdx.x_1, 7)))) && ((rx.outer.outer + floormod(threadIdx.x_1, 7)) < 8)), data[(((((cse_var_2 + (floordiv((floordiv(threadIdx.x_1, 7) + 24), 9)*49)) + (floormod((floordiv(threadIdx.x_1, 7) + 6), 9)*7)) + rx.outer.outer) + floormod(threadIdx.x_1, 7)) - 8)], 0f32, dt [...]
+              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              pad_temp.shared_1[(threadIdx.x_1 + 196)] = @tir.if_then_else(((1 <= (rx.outer.outer + floormod(threadIdx.x_1, 7))) && ((rx.outer.outer + floormod(threadIdx.x_1, 7)) < 8)), data[(((((cse_var_2 + (floordiv((floordiv(threadIdx.x_1, 7) + 28), 9)*49)) + (floormod((floordiv(threadIdx.x_1, 7) + 1), 9)*7)) + rx.outer.outer) + floormod(threadIdx.x_1, 7)) - 8)], 0f32, dtype=float32)
+              attr [IterVar(threadIdx.x_1, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              pad_temp.shared_1[(threadIdx.x_1 + 224)] = @tir.if_then_else((((floormod((floordiv(threadIdx.x_1, 7) + 5), 9) < 8) && (1 <= (rx.outer.outer + floormod(threadIdx.x_1, 7)))) && ((rx.outer.outer + floormod(threadIdx.x_1, 7)) < 8)), data[(((((cse_var_2 + (floordiv((floordiv(threadIdx.x_1, 7) + 32), 9)*49)) + (floormod((floordiv(threadIdx.x_1, 7) + 5), 9)*7)) + rx.outer.outer) + floormod(threadIdx.x_1, 7)) - 8)], 0f32, dtype=float32)
+              attr [IterVar(threadIdx.x_2: int32, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              kernel.shared_1: Buffer(kernel.shared, float32, [96], [], scope="shared")[threadIdx.x_2] = kernel[(((((blockIdx.x*36864) + (floordiv(threadIdx.x_2, 12)*4608)) + cse_var_1) + (floormod(threadIdx.x_2, 12)*3)) + rx.outer.outer)]
+              attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              kernel.shared_1[(threadIdx.x_2 + 28)] = kernel[(((((blockIdx.x*36864) + (floordiv((floordiv(threadIdx.x_2, 4) + 7), 3)*4608)) + cse_var_1) + (floormod((threadIdx.x_2 + 4), 12)*3)) + rx.outer.outer)]
+              attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              kernel.shared_1[(threadIdx.x_2 + 56)] = kernel[(((((blockIdx.x*36864) + (floordiv((floordiv(threadIdx.x_2, 4) + 14), 3)*4608)) + cse_var_1) + (floormod((threadIdx.x_2 + 8), 12)*3)) + rx.outer.outer)]
+              attr [IterVar(threadIdx.x_2, (nullptr), "ThreadIndex", "threadIdx.x")] "thread_extent" = 28;
+              if @tir.likely((threadIdx.x_2 < 12), dtype=bool) {
+                kernel.shared_1[(threadIdx.x_2 + 84)] = kernel[(((((blockIdx.x*36864) + cse_var_1) + (threadIdx.x_2*3)) + rx.outer.outer) + 32256)]
               }
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[floormod(threadIdx.x, 7)]*kernel.shared_1[(floordiv(threadIdx.x, 7)*24)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 7)]*kernel.shared_1[(floordiv(threadIdx.x, 7)*24)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 14)]*kernel.shared_1[(floordiv(threadIdx.x, 7)*24)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 21)]*kernel.shared_1[(floordiv(threadIdx.x, 7)*24)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 28)]*kernel.shared_1[(floordiv(threadIdx.x, 7)*24)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 35)]*kernel.shared_1[(floordiv(threadIdx.x, 7)*24)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 42)]*kernel.shared_1[(floordiv(threadIdx.x, 7)*24)]))
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 7)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 1)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 14)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 1)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 21)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 1)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 28)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 1)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 35)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 1)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 42)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 1)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 49)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 1)]))
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 14)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 2)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 21)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 2)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 28)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 2)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 35)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 2)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 42)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 2)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 49)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 2)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 56)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 2)]))
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 63)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 3)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 70)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 3)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 77)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 3)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 84)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 3)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 91)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 3)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 98)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 3)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 105)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 3)]))
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 70)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 4)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 77)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 4)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 84)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 4)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 91)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 4)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 98)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 4)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 105)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 4)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 112)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 4)]))
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 77)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 5)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 84)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 5)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 91)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 5)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 98)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 5)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 105)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 5)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 112)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 5)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 119)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 5)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[floormod(threadIdx.x, 7)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 12)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 7)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 12)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 14)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 12)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 21)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 12)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 28)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 12)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 35)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 12)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 42)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 12)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 7)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 13)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 14)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 13)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 21)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 13)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 28)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 13)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 35)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 13)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 42)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 13)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 49)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 13)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 14)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 14)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 21)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 14)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 28)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 14)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 35)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 14)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 42)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 14)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 49)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 14)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 56)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 14)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 63)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 15)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 70)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 15)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 77)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 15)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 84)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 15)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 91)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 15)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 98)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 15)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 105)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 15)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 70)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 16)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 77)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 16)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 84)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 16)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 91)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 16)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 98)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 16)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 105)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 16)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 112)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 16)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 77)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 17)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 84)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 17)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 91)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 17)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 98)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 17)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 105)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 17)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 112)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 17)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 119)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 17)]))
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 126)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 6)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 133)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 6)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 140)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 6)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 147)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 6)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 154)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 6)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 161)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 6)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 168)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 6)]))
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 133)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 7)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 140)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 7)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 147)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 7)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 154)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 7)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 161)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 7)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 168)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 7)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 175)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 7)]))
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 140)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 8)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 147)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 8)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 154)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 8)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 161)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 8)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 168)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 8)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 175)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 8)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 182)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 8)]))
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 189)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 9)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 196)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 9)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 203)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 9)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 210)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 9)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 217)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 9)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 224)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 9)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 231)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 9)]))
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 196)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 10)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 203)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 10)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 210)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 10)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 217)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 10)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 224)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 10)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 231)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 10)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 238)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 10)]))
+              conv2d_nchw_1[0] = (conv2d_nchw_1[0] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 203)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 11)]))
+              conv2d_nchw_1[2] = (conv2d_nchw_1[2] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 210)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 11)]))
+              conv2d_nchw_1[4] = (conv2d_nchw_1[4] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 217)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 11)]))
+              conv2d_nchw_1[6] = (conv2d_nchw_1[6] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 224)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 11)]))
+              conv2d_nchw_1[8] = (conv2d_nchw_1[8] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 231)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 11)]))
+              conv2d_nchw_1[10] = (conv2d_nchw_1[10] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 238)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 11)]))
+              conv2d_nchw_1[12] = (conv2d_nchw_1[12] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 245)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 11)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 126)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 18)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 133)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 18)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 140)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 18)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 147)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 18)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 154)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 18)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 161)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 18)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 168)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 18)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 133)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 19)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 140)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 19)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 147)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 19)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 154)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 19)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 161)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 19)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 168)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 19)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 175)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 19)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 140)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 20)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 147)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 20)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 154)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 20)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 161)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 20)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 168)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 20)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 175)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 20)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 182)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 20)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 189)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 21)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 196)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 21)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 203)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 21)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 210)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 21)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 217)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 21)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 224)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 21)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 231)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 21)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 196)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 22)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 203)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 22)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 210)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 22)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 217)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 22)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 224)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 22)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 231)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 22)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 238)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 22)]))
+              conv2d_nchw_1[1] = (conv2d_nchw_1[1] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 203)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 23)]))
+              conv2d_nchw_1[3] = (conv2d_nchw_1[3] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 210)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 23)]))
+              conv2d_nchw_1[5] = (conv2d_nchw_1[5] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 217)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 23)]))
+              conv2d_nchw_1[7] = (conv2d_nchw_1[7] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 224)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 23)]))
+              conv2d_nchw_1[9] = (conv2d_nchw_1[9] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 231)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 23)]))
+              conv2d_nchw_1[11] = (conv2d_nchw_1[11] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 238)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 23)]))
+              conv2d_nchw_1[13] = (conv2d_nchw_1[13] + (pad_temp.shared_1[(floormod(threadIdx.x, 7) + 245)]*kernel.shared_1[((floordiv(threadIdx.x, 7)*24) + 23)]))
             }
           }
         }
         for (i1.inner: int32, 0, 2) {
-          for (i3.inner: int32, 0, 7) {
-            compute[(((((blockIdx.x*784) + (floordiv(threadIdx.x, 7)*98)) + (i1.inner*49)) + (floormod(threadIdx.x, 7)*7)) + i3.inner)] = max((conv2d_nchw_1[((i1.inner*7) + i3.inner)] + bias[(((blockIdx.x*16) + (floordiv(threadIdx.x, 7)*2)) + i1.inner)]), 0f32)
-          }
+          compute[((((blockIdx.x*392) + (floordiv(threadIdx.x, 7)*98)) + (i1.inner*49)) + floormod(threadIdx.x, 7))] = max((conv2d_nchw_1[i1.inner] + bias[(((blockIdx.x*8) + (floordiv(threadIdx.x, 7)*2)) + i1.inner)]), 0f32)
+          compute[(((((blockIdx.x*392) + (floordiv(threadIdx.x, 7)*98)) + (i1.inner*49)) + floormod(threadIdx.x, 7)) + 7)] = max((conv2d_nchw_1[(i1.inner + 2)] + bias[(((blockIdx.x*8) + (floordiv(threadIdx.x, 7)*2)) + i1.inner)]), 0f32)
+          compute[(((((blockIdx.x*392) + (floordiv(threadIdx.x, 7)*98)) + (i1.inner*49)) + floormod(threadIdx.x, 7)) + 14)] = max((conv2d_nchw_1[(i1.inner + 4)] + bias[(((blockIdx.x*8) + (floordiv(threadIdx.x, 7)*2)) + i1.inner)]), 0f32)
+          compute[(((((blockIdx.x*392) + (floordiv(threadIdx.x, 7)*98)) + (i1.inner*49)) + floormod(threadIdx.x, 7)) + 21)] = max((conv2d_nchw_1[(i1.inner + 6)] + bias[(((blockIdx.x*8) + (floordiv(threadIdx.x, 7)*2)) + i1.inner)]), 0f32)
+          compute[(((((blockIdx.x*392) + (floordiv(threadIdx.x, 7)*98)) + (i1.inner*49)) + floormod(threadIdx.x, 7)) + 28)] = max((conv2d_nchw_1[(i1.inner + 8)] + bias[(((blockIdx.x*8) + (floordiv(threadIdx.x, 7)*2)) + i1.inner)]), 0f32)
+          compute[(((((blockIdx.x*392) + (floordiv(threadIdx.x, 7)*98)) + (i1.inner*49)) + floormod(threadIdx.x, 7)) + 35)] = max((conv2d_nchw_1[(i1.inner + 10)] + bias[(((blockIdx.x*8) + (floordiv(threadIdx.x, 7)*2)) + i1.inner)]), 0f32)
+          compute[(((((blockIdx.x*392) + (floordiv(threadIdx.x, 7)*98)) + (i1.inner*49)) + floormod(threadIdx.x, 7)) + 42)] = max((conv2d_nchw_1[(i1.inner + 12)] + bias[(((blockIdx.x*8) + (floordiv(threadIdx.x, 7)*2)) + i1.inner)]), 0f32)
         }
       }
     }
@@ -490,7 +505,7 @@ We build the binary and check its correctness and performance.
 
  .. code-block:: none
 
-    Execution time of this operator: 0.204 ms
+    Execution time of this operator: 0.217 ms
 
 
 
@@ -534,36 +549,36 @@ 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=2)
-    conv2d_nchw_ff_o_o_i, conv2d_nchw_ff_o_i = s[conv2d_nchw].split(conv2d_nchw_ff_o_i, factor=1)
-    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_i, conv2d_nchw_ff_i = s[conv2d_nchw].split(conv2d_nchw_ff, factor=1)
+    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=4)
     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=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=7)
+    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_o, conv2d_nchw_yy_o_o_o_i = s[conv2d_nchw].split(conv2d_nchw_yy_o_o_o_i, factor=7)
+    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=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_i, conv2d_nchw_xx_o_o_i = s[conv2d_nchw].split(conv2d_nchw_xx_o_o_i, factor=7)
     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=1)
-    conv2d_nchw_rc_o_o, conv2d_nchw_rc_o_i = s[conv2d_nchw].split(conv2d_nchw_rc_o_i, factor=32)
-    conv2d_nchw_ry_o_i, conv2d_nchw_ry_i = s[conv2d_nchw].split(conv2d_nchw_ry, 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=2)
+    conv2d_nchw_ry_o_i, conv2d_nchw_ry_i = s[conv2d_nchw].split(conv2d_nchw_ry, factor=3)
     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_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=8)
+    compute_i1_o_o_i, compute_i1_o_i = s[compute].split(compute_i1_o_i, factor=4)
     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=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_o_i, compute_i3_o_i = s[compute].split(compute_i3_o_i, factor=1)
+    compute_i2_o_o_i, compute_i2_o_i = s[compute].split(compute_i2_o_i, factor=1)
+    compute_i2_o_o_o, compute_i2_o_o_i = s[compute].split(compute_i2_o_o_i, 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=7)
     compute_i3_o_o_o, compute_i3_o_o_i = s[compute].split(compute_i3_o_o_i, factor=1)
     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)
@@ -581,14 +596,14 @@ They can be used for debugging and learning the behavior of the auto-scheduler.
     compute_i0_o_i_i1_o_i_fused_i2_o_i_fused_i3_o_i_fused = s[compute].fuse(compute_i0_o_i, compute_i1_o_i, compute_i2_o_i, compute_i3_o_i)
     s[compute].bind(compute_i0_o_i_i1_o_i_fused_i2_o_i_fused_i3_o_i_fused, te.thread_axis("threadIdx.x"))
     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=16)
+    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=56)
+    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=28)
     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=1)
     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=56)
+    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=28)
     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, "unroll_explicit", True)
@@ -608,178 +623,221 @@ 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__(56) default_function_kernel0(float* __restrict__ data, float* __restrict__ kernel, float* __restrict__ compute, float* __restrict__ bias) {
+    extern "C" __global__ void __launch_bounds__(28) default_function_kernel0(float* __restrict__ data, float* __restrict__ kernel, float* __restrict__ compute, float* __restrict__ bias) {
       float conv2d_nchw[14];
-      __shared__ float pad_temp_shared[2016];
-      __shared__ float kernel_shared[1536];
+      __shared__ float pad_temp_shared[252];
+      __shared__ float kernel_shared[96];
       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[9] = 0.000000e+00f;
       conv2d_nchw[10] = 0.000000e+00f;
-      conv2d_nchw[11] = 0.000000e+00f;
       conv2d_nchw[12] = 0.000000e+00f;
+      conv2d_nchw[1] = 0.000000e+00f;
+      conv2d_nchw[3] = 0.000000e+00f;
+      conv2d_nchw[5] = 0.000000e+00f;
+      conv2d_nchw[7] = 0.000000e+00f;
+      conv2d_nchw[9] = 0.000000e+00f;
+      conv2d_nchw[11] = 0.000000e+00f;
       conv2d_nchw[13] = 0.000000e+00f;
-      for (int rc_outer_outer = 0; rc_outer_outer < 16; ++rc_outer_outer) {
-        for (int ry_outer_outer = 0; ry_outer_outer < 3; ++ry_outer_outer) {
+      for (int rc_outer_outer = 0; rc_outer_outer < 128; ++rc_outer_outer) {
+        for (int rx_outer_outer = 0; rx_outer_outer < 3; ++rx_outer_outer) {
           __syncthreads();
-          pad_temp_shared[((int)threadIdx.x)] = (((((1 <= ((((int)threadIdx.x) / 9) + ry_outer_outer)) && (((((int)threadIdx.x) / 9) + ry_outer_outer) < 8)) && (1 <= (((int)threadIdx.x) % 9))) && ((((int)threadIdx.x) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + ((((int)threadIdx.x) / 9) * 7)) + (ry_outer_outer * 7)) + (((int)threadIdx.x) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 56)] = (((((1 <= ((((((int)threadIdx.x) + 56) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 56) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 2) % 9))) && (((((int)threadIdx.x) + 2) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 56) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 2) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 112)] = (((((1 <= ((((((int)threadIdx.x) + 49) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 49) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 4) % 9))) && (((((int)threadIdx.x) + 4) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 112) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 4) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 168)] = (((((1 <= ((((((int)threadIdx.x) + 42) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 42) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 6) % 9))) && (((((int)threadIdx.x) + 6) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 168) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 6) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 224)] = (((((1 <= ((((((int)threadIdx.x) + 35) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 35) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 8) % 9))) && (((((int)threadIdx.x) + 8) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 224) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 8) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 280)] = (((((1 <= ((((((int)threadIdx.x) + 28) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 28) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 1) % 9))) && (((((int)threadIdx.x) + 1) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 280) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 1) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 336)] = (((((1 <= ((((((int)threadIdx.x) + 21) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 21) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 3) % 9))) && (((((int)threadIdx.x) + 3) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 336) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 3) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 392)] = (((((1 <= ((((((int)threadIdx.x) + 14) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 14) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 5) % 9))) && (((((int)threadIdx.x) + 5) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 392) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 5) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 448)] = (((((1 <= ((((((int)threadIdx.x) + 7) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 7) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 7) % 9))) && (((((int)threadIdx.x) + 7) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 448) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 7) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 504)] = (((((1 <= ((((int)threadIdx.x) / 9) + ry_outer_outer)) && (((((int)threadIdx.x) / 9) + ry_outer_outer) < 8)) && (1 <= (((int)threadIdx.x) % 9))) && ((((int)threadIdx.x) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + ((((int)threadIdx.x) / 9) * 7)) + (ry_outer_outer * 7)) + (((int)threadIdx.x) % 9)) + 384)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 560)] = (((((1 <= ((((((int)threadIdx.x) + 56) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 56) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 2) % 9))) && (((((int)threadIdx.x) + 2) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 560) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 2) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 616)] = (((((1 <= ((((((int)threadIdx.x) + 49) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 49) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 4) % 9))) && (((((int)threadIdx.x) + 4) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 616) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 4) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 672)] = (((((1 <= ((((((int)threadIdx.x) + 42) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 42) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 6) % 9))) && (((((int)threadIdx.x) + 6) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 672) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 6) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 728)] = (((((1 <= ((((((int)threadIdx.x) + 35) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 35) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 8) % 9))) && (((((int)threadIdx.x) + 8) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 728) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 8) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 784)] = (((((1 <= ((((((int)threadIdx.x) + 28) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 28) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 1) % 9))) && (((((int)threadIdx.x) + 1) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 784) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 1) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 840)] = (((((1 <= ((((((int)threadIdx.x) + 21) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 21) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 3) % 9))) && (((((int)threadIdx.x) + 3) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 840) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 3) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 896)] = (((((1 <= ((((((int)threadIdx.x) + 14) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 14) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 5) % 9))) && (((((int)threadIdx.x) + 5) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 896) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 5) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 952)] = (((((1 <= ((((((int)threadIdx.x) + 7) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 7) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 7) % 9))) && (((((int)threadIdx.x) + 7) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 952) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 7) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1008)] = (((((1 <= ((((int)threadIdx.x) / 9) + ry_outer_outer)) && (((((int)threadIdx.x) / 9) + ry_outer_outer) < 8)) && (1 <= (((int)threadIdx.x) % 9))) && ((((int)threadIdx.x) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + ((((int)threadIdx.x) / 9) * 7)) + (ry_outer_outer * 7)) + (((int)threadIdx.x) % 9)) + 776)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1064)] = (((((1 <= ((((((int)threadIdx.x) + 56) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 56) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 2) % 9))) && (((((int)threadIdx.x) + 2) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1064) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 2) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1120)] = (((((1 <= ((((((int)threadIdx.x) + 49) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 49) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 4) % 9))) && (((((int)threadIdx.x) + 4) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1120) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 4) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1176)] = (((((1 <= ((((((int)threadIdx.x) + 42) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 42) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 6) % 9))) && (((((int)threadIdx.x) + 6) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1176) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 6) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1232)] = (((((1 <= ((((((int)threadIdx.x) + 35) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 35) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 8) % 9))) && (((((int)threadIdx.x) + 8) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1232) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 8) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1288)] = (((((1 <= ((((((int)threadIdx.x) + 28) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 28) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 1) % 9))) && (((((int)threadIdx.x) + 1) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1288) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 1) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1344)] = (((((1 <= ((((((int)threadIdx.x) + 21) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 21) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 3) % 9))) && (((((int)threadIdx.x) + 3) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1344) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 3) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1400)] = (((((1 <= ((((((int)threadIdx.x) + 14) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 14) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 5) % 9))) && (((((int)threadIdx.x) + 5) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1400) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 5) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1456)] = (((((1 <= ((((((int)threadIdx.x) + 7) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 7) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 7) % 9))) && (((((int)threadIdx.x) + 7) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1456) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 7) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1512)] = (((((1 <= ((((int)threadIdx.x) / 9) + ry_outer_outer)) && (((((int)threadIdx.x) / 9) + ry_outer_outer) < 8)) && (1 <= (((int)threadIdx.x) % 9))) && ((((int)threadIdx.x) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + ((((int)threadIdx.x) / 9) * 7)) + (ry_outer_outer * 7)) + (((int)threadIdx.x) % 9)) + 1168)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1568)] = (((((1 <= ((((((int)threadIdx.x) + 56) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 56) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 2) % 9))) && (((((int)threadIdx.x) + 2) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1568) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 2) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1624)] = (((((1 <= ((((((int)threadIdx.x) + 49) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 49) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 4) % 9))) && (((((int)threadIdx.x) + 4) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1624) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 4) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1680)] = (((((1 <= ((((((int)threadIdx.x) + 42) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 42) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 6) % 9))) && (((((int)threadIdx.x) + 6) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1680) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 6) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1736)] = (((((1 <= ((((((int)threadIdx.x) + 35) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 35) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 8) % 9))) && (((((int)threadIdx.x) + 8) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1736) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 8) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1792)] = (((((1 <= ((((((int)threadIdx.x) + 28) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 28) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 1) % 9))) && (((((int)threadIdx.x) + 1) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1792) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 1) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1848)] = (((((1 <= ((((((int)threadIdx.x) + 21) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 21) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 3) % 9))) && (((((int)threadIdx.x) + 3) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1848) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 3) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1904)] = (((((1 <= ((((((int)threadIdx.x) + 14) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 14) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 5) % 9))) && (((((int)threadIdx.x) + 5) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1904) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 5) % 9)) - 8)] : 0.000000e+00f);
-          pad_temp_shared[(((int)threadIdx.x) + 1960)] = (((((1 <= ((((((int)threadIdx.x) + 7) % 63) / 9) + ry_outer_outer)) && (((((((int)threadIdx.x) + 7) % 63) / 9) + ry_outer_outer) < 8)) && (1 <= ((((int)threadIdx.x) + 7) % 9))) && (((((int)threadIdx.x) + 7) % 9) < 8)) ? data[(((((rc_outer_outer * 1568) + (((((int)threadIdx.x) + 1960) / 9) * 7)) + (ry_outer_outer * 7)) + ((((int)threadIdx.x) + 7) % 9)) - 8)] : 0.000000e+00f);
-          kernel_shared[(((int)threadIdx.x) * 16)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + ((((((int)threadIdx.x) % 6) * 16) / 3) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) * 16) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 1)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) % 6) * 16) + 1) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 1) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 2)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) % 6) * 16) + 2) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 2) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 3)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) / 3) + 1) & 31) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) * 16) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 4)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) % 6) * 16) + 4) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 1) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 5)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) % 6) * 16) + 5) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 2) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 6)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) / 3) + 2) & 31) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) * 16) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 7)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) % 6) * 16) + 7) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 1) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 8)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) % 6) * 16) + 8) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 2) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 9)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) / 3) + 3) & 31) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) * 16) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 10)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) % 6) * 16) + 10) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 1) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 11)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) % 6) * 16) + 11) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 2) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 12)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) / 3) + 4) & 31) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) * 16) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 13)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) % 6) * 16) + 13) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 1) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 14)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) % 6) * 16) + 14) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 2) % 3))];
-          kernel_shared[((((int)threadIdx.x) * 16) + 15)] = kernel[((((((((int)blockIdx.x) * 73728) + ((((int)threadIdx.x) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) / 3) + 5) & 31) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) * 16) % 3))];
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 896)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) + 32) % 96) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 2) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 897)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) / 3) + 11) & 31) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) * 16) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 898)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) + 34) % 96) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 1) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 899)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + ((((((((int)threadIdx.x) * 16) + 896) / 3) + 1) & 31) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 2) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 900)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) / 3) + 12) & 31) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) * 16) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 901)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) + 37) % 96) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 1) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 902)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + ((((((((int)threadIdx.x) * 16) + 896) / 3) + 2) & 31) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 2) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 903)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) / 3) + 13) & 31) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) * 16) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 904)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) + 40) % 96) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 1) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 905)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + ((((((((int)threadIdx.x) * 16) + 896) / 3) + 3) & 31) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 2) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 906)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) / 3) + 14) & 31) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) * 16) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 907)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) + 43) % 96) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 1) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 908)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + ((((((((int)threadIdx.x) * 16) + 896) / 3) + 4) & 31) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 2) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 909)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) / 3) + 15) & 31) * 9)) + (ry_outer_outer * 3)) + ((((int)threadIdx.x) * 16) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 910)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + (((((((int)threadIdx.x) * 16) + 46) % 96) / 3) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 1) % 3))];
-          }
-          if (((int)threadIdx.x) < 40) {
-            kernel_shared[((((int)threadIdx.x) * 16) + 911)] = kernel[((((((((int)blockIdx.x) * 73728) + (((((int)threadIdx.x) + 56) / 6) * 4608)) + (rc_outer_outer * 288)) + ((((((((int)threadIdx.x) * 16) + 896) / 3) + 5) & 31) * 9)) + (ry_outer_outer * 3)) + (((((int)threadIdx.x) * 16) + 2) % 3))];
+          pad_temp_shared[((int)threadIdx.x)] = ((((7 <= ((int)threadIdx.x)) && (1 <= (rx_outer_outer + (((int)threadIdx.x) % 7)))) && ((rx_outer_outer + (((int)threadIdx.x) % 7)) < 8)) ? data[((((rc_outer_outer * 196) + ((int)threadIdx.x)) + rx_outer_outer) - 8)] : 0.000000e+00f);
+          pad_temp_shared[(((int)threadIdx.x) + 28)] = (((1 <= (rx_outer_outer + (((int)threadIdx.x) % 7))) && ((rx_outer_outer + (((int)threadIdx.x) % 7)) < 8)) ? data[((((rc_outer_outer * 196) + ((int)threadIdx.x)) + rx_outer_outer) + 20)] : 0.000000e+00f);
+          pad_temp_shared[(((int)threadIdx.x) + 56)] = (((((1 <= (((((int)threadIdx.x) / 7) + 8) % 9)) && ((((((int)threadIdx.x) / 7) + 8) % 9) < 8)) && (1 <= (rx_outer_outer + (((int)threadIdx.x) % 7)))) && ((rx_outer_outer + (((int)threadIdx.x) % 7)) < 8)) ? data[((((((rc_outer_outer * 196) + (((((int)threadIdx.x) + 56) / 63) * 49)) + ((((((int)threadIdx.x) / 7) + 8) % 9) * 7)) + rx_outer_outer) + (((int)threadIdx.x) % 7)) - 8)] : 0.000000e+00f);
+          pad_temp_shared[(((int)threadIdx.x) + 84)] = (((1 <= (rx_outer_outer + (((int)threadIdx.x) % 7))) && ((rx_outer_outer + (((int)threadIdx.x) % 7)) < 8)) ? data[((((((rc_outer_outer * 196) + (((((int)threadIdx.x) + 84) / 63) * 49)) + (((((int)threadIdx.x) / 7) + 3) * 7)) + rx_outer_outer) + (((int)threadIdx.x) % 7)) - 8)] : 0.000000e+00f);
+          pad_temp_shared[(((int)threadIdx.x) + 112)] = (((((1 <= (((((int)threadIdx.x) / 7) + 7) % 9)) && ((((((int)threadIdx.x) / 7) + 7) % 9) < 8)) && (1 <= (rx_outer_outer + (((int)threadIdx.x) % 7)))) && ((rx_outer_outer + (((int)threadIdx.x) % 7)) < 8)) ? data[((((((rc_outer_outer * 196) + (((((int)threadIdx.x) + 112) / 63) * 49)) + ((((((int)threadIdx.x) / 7) + 7) % 9) * 7)) + rx_outer_outer) + (((int)threadIdx.x) % 7)) - 8)] : 0.000000e+00f);
+          pad_temp_shared[(((int)threadIdx.x) + 140)] = (((1 <= (rx_outer_outer + (((int)threadIdx.x) % 7))) && ((rx_outer_outer + (((int)threadIdx.x) % 7)) < 8)) ? data[((((((rc_outer_outer * 196) + (((((int)threadIdx.x) + 140) / 63) * 49)) + (((((int)threadIdx.x) / 7) + 2) * 7)) + rx_outer_outer) + (((int)threadIdx.x) % 7)) - 8)] : 0.000000e+00f);
+          pad_temp_shared[(((int)threadIdx.x) + 168)] = (((((1 <= (((((int)threadIdx.x) / 7) + 6) % 9)) && ((((((int)threadIdx.x) / 7) + 6) % 9) < 8)) && (1 <= (rx_outer_outer + (((int)threadIdx.x) % 7)))) && ((rx_outer_outer + (((int)threadIdx.x) % 7)) < 8)) ? data[((((((rc_outer_outer * 196) + (((((int)threadIdx.x) + 168) / 63) * 49)) + ((((((int)threadIdx.x) / 7) + 6) % 9) * 7)) + rx_outer_outer) + (((int)threadIdx.x) % 7)) - 8)] : 0.000000e+00f);
+          pad_temp_shared[(((int)threadIdx.x) + 196)] = (((1 <= (rx_outer_outer + (((int)threadIdx.x) % 7))) && ((rx_outer_outer + (((int)threadIdx.x) % 7)) < 8)) ? data[((((((rc_outer_outer * 196) + (((((int)threadIdx.x) + 196) / 63) * 49)) + (((((int)threadIdx.x) / 7) + 1) * 7)) + rx_outer_outer) + (((int)threadIdx.x) % 7)) - 8)] : 0.000000e+00f);
+          pad_temp_shared[(((int)threadIdx.x) + 224)] = ((((((int)threadIdx.x) < 21) && (1 <= (rx_outer_outer + (((int)threadIdx.x) % 7)))) && ((rx_outer_outer + (((int)threadIdx.x) % 7)) < 8)) ? data[((((((rc_outer_outer * 196) + (((((int)threadIdx.x) + 224) / 63) * 49)) + (((((int)threadIdx.x) / 7) + 5) * 7)) + rx_outer_outer) + (((int)threadIdx.x) % 7)) - 8)] : 0.000000e+00f);
+          kernel_shared[((int)threadIdx.x)] = kernel[(((((((int)blockIdx.x) * 36864) + ((((int)threadIdx.x) / 12) * 4608)) + (rc_outer_outer * 36)) + ((((int)threadIdx.x) % 12) * 3)) + rx_outer_outer)];
+          kernel_shared[(((int)threadIdx.x) + 28)] = kernel[(((((((int)blockIdx.x) * 36864) + (((((int)threadIdx.x) + 28) / 12) * 4608)) + (rc_outer_outer * 36)) + (((((int)threadIdx.x) + 4) % 12) * 3)) + rx_outer_outer)];
+          kernel_shared[(((int)threadIdx.x) + 56)] = kernel[(((((((int)blockIdx.x) * 36864) + (((((int)threadIdx.x) + 56) / 12) * 4608)) + (rc_outer_outer * 36)) + (((((int)threadIdx.x) + 8) % 12) * 3)) + rx_outer_outer)];
+          if (((int)threadIdx.x) < 12) {
+            kernel_shared[(((int)threadIdx.x) + 84)] = kernel[(((((((int)blockIdx.x) * 36864) + (rc_outer_outer * 36)) + (((int)threadIdx.x) * 3)) + rx_outer_outer) + 32256)];
           }
           __syncthreads();
-          for (int rc_outer_inner = 0; rc_outer_inner < 32; ++rc_outer_inner) {
-            conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9))] * kernel_shared[(((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3))]));
-            conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[(((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3))]));
-            conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[(((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3))]));
-            conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[(((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3))]));
-            conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[(((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3))]));
-            conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[(((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3))]));
-            conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[(((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3))]));
-            conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9))] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 96)]));
-            conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 96)]));
-            conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 96)]));
-            conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 96)]));
-            conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 96)]));
-            conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 96)]));
-            conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 96)]));
-            conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 1)]));
-            conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 1)]));
-            conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 1)]));
-            conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 1)]));
-            conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 1)]));
-            conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 1)]));
-            conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 1)]));
-            conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 1)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 97)]));
-            conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 97)]));
-            conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 97)]));
-            conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 97)]));
-            conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 97)]));
-            conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 97)]));
-            conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 97)]));
-            conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 2)]));
-            conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 2)]));
-            conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 2)]));
-            conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 2)]));
-            conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 2)]));
-            conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 2)]));
-            conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 8)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 2)]));
-            conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 2)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 98)]));
-            conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 3)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 98)]));
-            conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 4)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 98)]));
-            conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 5)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 98)]));
-            conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 6)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 98)]));
-            conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 7)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 98)]));
-            conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[(((rc_outer_inner * 63) + ((((int)threadIdx.x) % 7) * 9)) + 8)] * kernel_shared[((((((int)threadIdx.x) / 7) * 192) + (rc_outer_inner * 3)) + 98)]));
-          }
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[(((int)threadIdx.x) % 7)] * kernel_shared[((((int)threadIdx.x) / 7) * 24)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 7)] * kernel_shared[((((int)threadIdx.x) / 7) * 24)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 14)] * kernel_shared[((((int)threadIdx.x) / 7) * 24)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 21)] * kernel_shared[((((int)threadIdx.x) / 7) * 24)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 28)] * kernel_shared[((((int)threadIdx.x) / 7) * 24)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 35)] * kernel_shared[((((int)threadIdx.x) / 7) * 24)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 42)] * kernel_shared[((((int)threadIdx.x) / 7) * 24)]));
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 7)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 1)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 14)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 1)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 21)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 1)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 28)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 1)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 35)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 1)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 42)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 1)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 49)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 1)]));
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 14)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 2)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 21)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 2)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 28)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 2)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 35)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 2)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 42)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 2)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 49)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 2)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 56)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 2)]));
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 63)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 3)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 70)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 3)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 77)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 3)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 84)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 3)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 91)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 3)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 98)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 3)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 105)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 3)]));
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 70)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 4)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 77)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 4)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 84)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 4)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 91)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 4)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 98)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 4)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 105)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 4)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 112)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 4)]));
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 77)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 5)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 84)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 5)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 91)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 5)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 98)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 5)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 105)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 5)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 112)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 5)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 119)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 5)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[(((int)threadIdx.x) % 7)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 12)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 7)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 12)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 14)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 12)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 21)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 12)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 28)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 12)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 35)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 12)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 42)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 12)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 7)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 13)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 14)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 13)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 21)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 13)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 28)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 13)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 35)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 13)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 42)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 13)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 49)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 13)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 14)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 14)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 21)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 14)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 28)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 14)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 35)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 14)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 42)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 14)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 49)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 14)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 56)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 14)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 63)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 15)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 70)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 15)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 77)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 15)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 84)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 15)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 91)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 15)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 98)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 15)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 105)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 15)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 70)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 16)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 77)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 16)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 84)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 16)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 91)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 16)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 98)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 16)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 105)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 16)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 112)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 16)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 77)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 17)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 84)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 17)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 91)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 17)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 98)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 17)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 105)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 17)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 112)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 17)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 119)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 17)]));
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 126)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 6)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 133)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 6)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 140)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 6)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 147)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 6)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 154)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 6)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 161)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 6)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 168)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 6)]));
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 133)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 7)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 140)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 7)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 147)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 7)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 154)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 7)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 161)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 7)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 168)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 7)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 175)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 7)]));
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 140)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 8)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 147)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 8)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 154)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 8)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 161)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 8)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 168)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 8)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 175)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 8)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 182)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 8)]));
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 189)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 9)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 196)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 9)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 203)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 9)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 210)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 9)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 217)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 9)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 224)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 9)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 231)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 9)]));
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 196)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 10)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 203)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 10)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 210)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 10)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 217)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 10)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 224)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 10)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 231)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 10)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 238)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 10)]));
+          conv2d_nchw[0] = (conv2d_nchw[0] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 203)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 11)]));
+          conv2d_nchw[2] = (conv2d_nchw[2] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 210)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 11)]));
+          conv2d_nchw[4] = (conv2d_nchw[4] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 217)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 11)]));
+          conv2d_nchw[6] = (conv2d_nchw[6] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 224)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 11)]));
+          conv2d_nchw[8] = (conv2d_nchw[8] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 231)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 11)]));
+          conv2d_nchw[10] = (conv2d_nchw[10] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 238)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 11)]));
+          conv2d_nchw[12] = (conv2d_nchw[12] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 245)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 11)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 126)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 18)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 133)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 18)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 140)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 18)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 147)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 18)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 154)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 18)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 161)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 18)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 168)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 18)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 133)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 19)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 140)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 19)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 147)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 19)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 154)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 19)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 161)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 19)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 168)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 19)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 175)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 19)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 140)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 20)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 147)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 20)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 154)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 20)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 161)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 20)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 168)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 20)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 175)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 20)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 182)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 20)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 189)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 21)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 196)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 21)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 203)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 21)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 210)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 21)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 217)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 21)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 224)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 21)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 231)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 21)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 196)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 22)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 203)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 22)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 210)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 22)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 217)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 22)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 224)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 22)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 231)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 22)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 238)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 22)]));
+          conv2d_nchw[1] = (conv2d_nchw[1] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 203)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 23)]));
+          conv2d_nchw[3] = (conv2d_nchw[3] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 210)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 23)]));
+          conv2d_nchw[5] = (conv2d_nchw[5] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 217)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 23)]));
+          conv2d_nchw[7] = (conv2d_nchw[7] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 224)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 23)]));
+          conv2d_nchw[9] = (conv2d_nchw[9] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 231)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 23)]));
+          conv2d_nchw[11] = (conv2d_nchw[11] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 238)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 23)]));
+          conv2d_nchw[13] = (conv2d_nchw[13] + (pad_temp_shared[((((int)threadIdx.x) % 7) + 245)] * kernel_shared[(((((int)threadIdx.x) / 7) * 24) + 23)]));
         }
       }
       for (int i1_inner = 0; i1_inner < 2; ++i1_inner) {
-        for (int i3_inner = 0; i3_inner < 7; ++i3_inner) {
-          compute[(((((((int)blockIdx.x) * 784) + ((((int)threadIdx.x) / 7) * 98)) + (i1_inner * 49)) + ((((int)threadIdx.x) % 7) * 7)) + i3_inner)] = max((conv2d_nchw[((i1_inner * 7) + i3_inner)] + bias[(((((int)blockIdx.x) * 16) + ((((int)threadIdx.x) / 7) * 2)) + i1_inner)]), 0.000000e+00f);
-        }
+        compute[((((((int)blockIdx.x) * 392) + ((((int)threadIdx.x) / 7) * 98)) + (i1_inner * 49)) + (((int)threadIdx.x) % 7))] = max((conv2d_nchw[i1_inner] + bias[(((((int)blockIdx.x) * 8) + ((((int)threadIdx.x) / 7) * 2)) + i1_inner)]), 0.000000e+00f);
+        compute[(((((((int)blockIdx.x) * 392) + ((((int)threadIdx.x) / 7) * 98)) + (i1_inner * 49)) + (((int)threadIdx.x) % 7)) + 7)] = max((conv2d_nchw[(i1_inner + 2)] + bias[(((((int)blockIdx.x) * 8) + ((((int)threadIdx.x) / 7) * 2)) + i1_inner)]), 0.000000e+00f);
+        compute[(((((((int)blockIdx.x) * 392) + ((((int)threadIdx.x) / 7) * 98)) + (i1_inner * 49)) + (((int)threadIdx.x) % 7)) + 14)] = max((conv2d_nchw[(i1_inner + 4)] + bias[(((((int)blockIdx.x) * 8) + ((((int)threadIdx.x) / 7) * 2)) + i1_inner)]), 0.000000e+00f);
+        compute[(((((((int)blockIdx.x) * 392) + ((((int)threadIdx.x) / 7) * 98)) + (i1_inner * 49)) + (((int)threadIdx.x) % 7)) + 21)] = max((conv2d_nchw[(i1_inner + 6)] + bias[(((((int)blockIdx.x) * 8) + ((((int)threadIdx.x) / 7) * 2)) + i1_inner)]), 0.000000e+00f);
+        compute[(((((((int)blockIdx.x) * 392) + ((((int)threadIdx.x) / 7) * 98)) + (i1_inner * 49)) + (((int)threadIdx.x) % 7)) + 28)] = max((conv2d_nchw[(i1_inner + 8)] + bias[(((((int)blockIdx.x) * 8) + ((((int)threadIdx.x) / 7) * 2)) + i1_inner)]), 0.000000e+00f);
+        compute[(((((((int)blockIdx.x) * 392) + ((((int)threadIdx.x) / 7) * 98)) + (i1_inner * 49)) + (((int)threadIdx.x) % 7)) + 35)] = max((conv2d_nchw[(i1_inner + 10)] + bias[(((((int)blockIdx.x) * 8) + ((((int)threadIdx.x) / 7) * 2)) + i1_inner)]), 0.000000e+00f);
+        compute[(((((((int)blockIdx.x) * 392) + ((((int)threadIdx.x) / 7) * 98)) + (i1_inner * 49)) + (((int)threadIdx.x) % 7)) + 42)] = max((conv2d_nchw[(i1_inner + 12)] + bias[(((((int)blockIdx.x) * 8) + ((((int)threadIdx.x) / 7) * 2)) + i1_inner)]), 0.000000e+00f);
       }
     }
 
@@ -838,7 +896,7 @@ In the example below we resume the status and do more 5 trials.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 2 minutes  32.364 seconds)
+   **Total running time of the script:** ( 2 minutes  17.970 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 269310f83..6aa12a243 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
@@ -614,7 +614,7 @@ 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)  
-       9.8119       9.8334       9.8462       9.7562       0.0397   
+       9.8472       9.8649       9.8758       9.8008       0.0331   
                
 
 
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 8c196be33..ab3ccab3f 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
@@ -633,7 +633,7 @@ 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)  
-      755.9184     757.1248     758.0160     752.6144      2.3644   
+      755.5663     755.6586     757.8834     753.1568      1.9307   
                
 
 
@@ -658,7 +658,7 @@ Other Tips
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 1 minutes  21.356 seconds)
+   **Total running time of the script:** ( 1 minutes  19.832 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 a4ea8338f..eee29abdc 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
@@ -362,78 +362,76 @@ 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], []), compute_1: compute_3: Buffer(compute_2, float32, [128, 512], []), placeholder_7: placeholder_17: Buffer(placeholder_12, int32, [4916], []), placeholder_6: placeholder_18: Buffer(placeholder_11, float32, [4916, 16, 1], []), placeholder_9: placeholder_19: Buffer(placeholder_14, float32, [128, 512], [])} {
-      for (i0.outer.i1.outer.fused: int32, 0, 64) "parallel" {
-        allocate(compute_4: Pointer(global float32), float32, [1024]), storage_scope = global {
+      preflattened_buffer_map = {placeholder_6: placeholder_15: Buffer(placeholder_11, float32, [4916, 16, 1], []), placeholder_7: placeholder_16: Buffer(placeholder_12, int32, [4916], []), placeholder_8: placeholder_17: Buffer(placeholder_13, int32, [33], []), placeholder_9: placeholder_18: Buffer(placeholder_14, float32, [128, 512], []), compute_1: compute_3: Buffer(compute_2, float32, [128, 512], []), placeholder_5: placeholder_19: Buffer(placeholder_10, float32, [128, 256], [])} {
+      for (i0.outer.i1.outer.fused: int32, 0, 256) "parallel" {
+        allocate(compute_4: Pointer(global float32), float32, [256]), storage_scope = global {
           for (i.outer.inner: int32, 0, 4) {
-            for (nb_j.inner: int32, 0, 2) {
-              for (i.inner.init: int32, 0, 8) {
-                let cse_var_1: int32 = (((i.outer.inner*256) + (i.inner.init*32)) + (nb_j.inner*16))
-                 {
-                  compute_5: Buffer(compute_4, float32, [1024], [])[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 (i.inner.init: int32, 0, 4) {
+              let cse_var_1: int32 = ((i.outer.inner*64) + (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, 16)*2) + nb_j.inner) in (placeholder_3[(cse_var_2 + 1)] - placeholder_3[cse_var_2])) {
-                for (i.inner: int32, 0, 8) {
-                  let cse_var_21: int32 = (elem_idx*16)
-                  let cse_var_20: int32 = ((floormod(i0.outer.i1.outer.fused, 16)*2) + nb_j.inner)
-                  let cse_var_19: int32 = (((i.outer.inner*256) + (i.inner*32)) + (nb_j.inner*16))
-                  let cse_var_18: int32 = (cse_var_19 + 1)
-                  let cse_var_17: int32 = (cse_var_19 + 11)
-                  let cse_var_16: int32 = (cse_var_19 + 12)
-                  let cse_var_15: int32 = (cse_var_19 + 13)
-                  let cse_var_14: int32 = (cse_var_19 + 14)
-                  let cse_var_13: int32 = (cse_var_19 + 15)
-                  let cse_var_12: int32 = (cse_var_19 + 2)
-                  let cse_var_11: int32 = (cse_var_19 + 3)
-                  let cse_var_10: int32 = (cse_var_19 + 4)
-                  let cse_var_9: int32 = (cse_var_19 + 5)
-                  let cse_var_8: int32 = (cse_var_19 + 6)
-                  let cse_var_7: int32 = (cse_var_19 + 7)
-                  let cse_var_6: int32 = (cse_var_19 + 8)
-                  let cse_var_5: int32 = (cse_var_19 + 9)
-                  let cse_var_4: int32 = (((floordiv(i0.outer.i1.outer.fused, 16)*8192) + (i.outer.inner*2048)) + (i.inner*256))
-                  let cse_var_3: int32 = (cse_var_19 + 10)
-                   {
-                    compute_5[cse_var_19] = (compute_5[cse_var_19] + (placeholder_1[((placeholder_3[cse_var_20]*16) + cse_var_21)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_18] = (compute_5[cse_var_18] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 1)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_12] = (compute_5[cse_var_12] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 2)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_11] = (compute_5[cse_var_11] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 3)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_10] = (compute_5[cse_var_10] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 4)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_9] = (compute_5[cse_var_9] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 5)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_8] = (compute_5[cse_var_8] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 6)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_7] = (compute_5[cse_var_7] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 7)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_6] = (compute_5[cse_var_6] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 8)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_5] = (compute_5[cse_var_5] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 9)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_3] = (compute_5[cse_var_3] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 10)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_17] = (compute_5[cse_var_17] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 11)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_16] = (compute_5[cse_var_16] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 12)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_15] = (compute_5[cse_var_15] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 13)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_14] = (compute_5[cse_var_14] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 14)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 0f32)))
-                    compute_5[cse_var_13] = (compute_5[cse_var_13] + (placeholder_1[(((placeholder_3[cse_var_20]*16) + cse_var_21) + 15)]*max(placeholder[(cse_var_4 + placeholder_2[(placeholder_3[cse_var_20] + elem_idx)])], 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, 4) {
+                let cse_var_21: int32 = floormod(i0.outer.i1.outer.fused, 32)
+                let cse_var_20: int32 = (elem_idx*16)
+                let cse_var_19: int32 = ((i.outer.inner*64) + (i.inner*16))
+                let cse_var_18: int32 = (cse_var_19 + 10)
+                let cse_var_17: int32 = (cse_var_19 + 11)
+                let cse_var_16: int32 = (cse_var_19 + 12)
+                let cse_var_15: int32 = (cse_var_19 + 13)
+                let cse_var_14: int32 = (cse_var_19 + 14)
+                let cse_var_13: int32 = (cse_var_19 + 15)
+                let cse_var_12: int32 = (cse_var_19 + 2)
+                let cse_var_11: int32 = (cse_var_19 + 3)
+                let cse_var_10: int32 = (cse_var_19 + 4)
+                let cse_var_9: int32 = (cse_var_19 + 5)
+                let cse_var_8: int32 = (cse_var_19 + 6)
+                let cse_var_7: int32 = (cse_var_19 + 7)
+                let cse_var_6: int32 = (cse_var_19 + 8)
+                let cse_var_5: int32 = (cse_var_19 + 9)
+                let cse_var_4: int32 = (cse_var_19 + 1)
+                let cse_var_3: int32 = (((floordiv(i0.outer.i1.outer.fused, 32)*4096) + (i.outer.inner*1024)) + (i.inner*256))
+                 {
+                  compute_5[cse_var_19] = (compute_5[cse_var_19] + (placeholder_1[((placeholder_3[cse_var_21]*16) + cse_var_20)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_4] = (compute_5[cse_var_4] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 1)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_12] = (compute_5[cse_var_12] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 2)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_11] = (compute_5[cse_var_11] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 3)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_10] = (compute_5[cse_var_10] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 4)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_9] = (compute_5[cse_var_9] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 5)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_8] = (compute_5[cse_var_8] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 6)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_7] = (compute_5[cse_var_7] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 7)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_6] = (compute_5[cse_var_6] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 8)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_5] = (compute_5[cse_var_5] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 9)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_18] = (compute_5[cse_var_18] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 10)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_17] = (compute_5[cse_var_17] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 11)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_16] = (compute_5[cse_var_16] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 12)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_15] = (compute_5[cse_var_15] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 13)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_14] = (compute_5[cse_var_14] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 14)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
+                  compute_5[cse_var_13] = (compute_5[cse_var_13] + (placeholder_1[(((placeholder_3[cse_var_21]*16) + cse_var_20) + 15)]*max(placeholder[(cse_var_3 + placeholder_2[(placeholder_3[cse_var_21] + elem_idx)])], 0f32)))
                 }
               }
             }
           }
-          for (i0.inner: int32, 0, 32) {
-            let cse_var_22: int32 = (((floordiv(i0.outer.i1.outer.fused, 16)*16384) + (i0.inner*512)) + (floormod(i0.outer.i1.outer.fused, 16)*32))
-            compute[ramp(cse_var_22, 1, 32)] = max((compute_5[ramp((i0.inner*32), 1, 32)] + placeholder_4[ramp(cse_var_22, 1, 32)]), broadcast(0f32, 32))
+          for (i0.inner: int32, 0, 16) {
+            let cse_var_22: int32 = (((floordiv(i0.outer.i1.outer.fused, 32)*8192) + (i0.inner*512)) + (floormod(i0.outer.i1.outer.fused, 32)*16))
+            compute[ramp(cse_var_22, 1, 16)] = max((compute_5[ramp((i0.inner*16), 1, 16)] + placeholder_4[ramp(cse_var_22, 1, 16)]), broadcast(0f32, 16))
           }
         }
       }
@@ -487,7 +485,7 @@ We build the binary and check its correctness and performance.
 
  .. code-block:: none
 
-    Execution time of this operator: 1.836 ms
+    Execution time of this operator: 2.114 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 6fdf1d719..640f6cd52 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
@@ -5,10 +5,10 @@
 
 Computation times
 =================
-**00:44.958** total execution time for **how_to_tune_with_autotvm** files:
+**00:44.499** total execution time for **how_to_tune_with_autotvm** files:
 
-- **00:44.090**: :ref:`sphx_glr_how_to_tune_with_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``)
-- **00:00.228**: :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``)
-- **00:00.216**: :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_mobile_gpu.py` (``tune_relay_mobile_gpu.py``)
-- **00:00.213**: :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_arm.py` (``tune_relay_arm.py``)
-- **00:00.211**: :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_cuda.py` (``tune_relay_cuda.py``)
+- **00:43.601**: :ref:`sphx_glr_how_to_tune_with_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``)
+- **00:00.243**: :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``)
+- **00:00.221**: :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_mobile_gpu.py` (``tune_relay_mobile_gpu.py``)
+- **00:00.219**: :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_cuda.py` (``tune_relay_cuda.py``)
+- **00:00.216**: :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_arm.py` (``tune_relay_arm.py``)
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 b0794a52a..f32e080de 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
@@ -859,8 +859,8 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 32]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 1, 128]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 0)],None,2885496
-    No: 6   GFLOPS: 42.34/42.34     result: MeasureResult(costs=(0.005467297105263158,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.6116833686828613, timestamp=1651651611.1036348)       [('tile_f', [-1, 1, 1, 1]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 4, 4]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,3754080
-    No: 7   GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 6   GFLOPS: 103.96/103.96   result: MeasureResult(costs=(0.0022269264791666666,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.5949070453643799, timestamp=1651650136.8941896)      [('tile_f', [-1, 1, 1, 1]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 4, 4]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,3754080
+    No: 7   GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 571, in __call__
         func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 523, in _build_func_common
@@ -983,7 +983,7 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 1, 16, 32]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 256, 1]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,6225319
-    No: 8   GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 8   GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 571, in __call__
         func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 523, in _build_func_common
@@ -1106,7 +1106,7 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 2, 1, 32]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 8, 64]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 0)],None,943546
-    No: 9   GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 9   GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 571, in __call__
         func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 523, in _build_func_common
@@ -1229,7 +1229,7 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 16, 4]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 1, 7]), ('tile_rc', [-1, 16, 32]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 0)],None,2868708
-    No: 10  GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 10  GFLOPS: 0.00/103.96     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
@@ -1247,7 +1247,7 @@ for this template
     TimeoutError
 
             [('tile_f', [-1, 32, 2, 4]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 1, 1, 7]), ('tile_rc', [-1, 4, 2]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,4691833
-    No: 11  GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 11  GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 571, in __call__
         func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 523, in _build_func_common
@@ -1370,7 +1370,7 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 1, 2, 64]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 4, 4]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 0)],None,1042124
-    No: 12  GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 12  GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 571, in __call__
         func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 523, in _build_func_common
@@ -1493,7 +1493,7 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 32, 1, 4]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 32, 16]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,10013405
-    No: 13  GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 13  GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 571, in __call__
         func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 523, in _build_func_common
@@ -1616,7 +1616,7 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 8, 8, 2]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 4, 32]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,6732082
-    No: 14  GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 14  GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 571, in __call__
         func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 523, in _build_func_common
@@ -1739,7 +1739,7 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 2, 4, 32]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 4, 128]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 1)],None,7536735
-    No: 15  GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 15  GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 571, in __call__
         func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 523, in _build_func_common
@@ -1862,7 +1862,7 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 2, 1, 4]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 1, 7]), ('tile_rc', [-1, 128, 4]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 0), ('unroll_explicit', 0)],None,482121
-    No: 16  GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 16  GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 571, in __call__
         func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 523, in _build_func_common
@@ -1985,7 +1985,7 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 2, 1, 16]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 32, 8]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 0)],None,2824525
-    No: 17  GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 17  GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 571, in __call__
         func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 523, in _build_func_common
@@ -2108,7 +2108,7 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 1]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 8, 8]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 0)],None,4559286
-    No: 18  GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 18  GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 571, in __call__
         func, arg_info = _build_func_common(measure_input, self.runtime, **kwargs)
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 523, in _build_func_common
@@ -2231,7 +2231,7 @@ for this template
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 854, 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, 1, 32, 16]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 1, 512]), ('tile_ry', [-1, 3, 1]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,9677544
-    No: 19  GFLOPS: 0.00/42.34      result: Traceback (most recent call last):
+    No: 19  GFLOPS: 0.00/103.96     result: Traceback (most recent call last):
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 721, in __call__
         yield remote, remote.load_module(os.path.split(build_result.filename)[1])
       File "/workspace/python/tvm/autotvm/measure/measure_methods.py", line 685, in run_through_rpc
@@ -2319,7 +2319,7 @@ for this template
       15: _PyEval_EvalFrameDefault
       14: 0x0000000000537c30
       13: _PyObject_FastCallKeywords
-      12: 0x00007f11adb18fa2
+      12: 0x00007f38fd076fa2
       11: _ctypes_callproc
       10: ffi_call
       9: ffi_call_unix64
@@ -2384,7 +2384,7 @@ for this template
       21: _PyFunction_FastCallKeywords
       20: _PyEval_EvalFrameDefault
       19: _PyFunction_FastCall      [('tile_f', [-1, 8, 2, 16]), ('tile_y', [-1, 7, 1, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 1, 1]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 0), ('unroll_explicit', 1)],None,6390073
-    No: 20  GFLOPS: 143.42/143.42   result: MeasureResult(costs=(0.0016141227419354837,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.3566863536834717, timestamp=1651651636.9078462)      [('tile_f', [-1, 1, 4, 1]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 4, 1]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,9881539
+    No: 20  GFLOPS: 144.55/144.55   result: MeasureResult(costs=(0.00160148995,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.4383623600006104, timestamp=1651650163.3591824)      [('tile_f', [-1, 1, 4, 1]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 4, 1]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,9881539
 
 
 
@@ -2437,7 +2437,7 @@ and measure running time.
 
     Best config:
     [('tile_f', [-1, 1, 4, 1]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 4, 1]), ('tile_ry', [-1, 1, 1]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,9881539
-    Time cost of this operator: 0.002041
+    Time cost of this operator: 0.002059
 
 
 
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 83e2b9c7f..7fd63516c 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
@@ -292,10 +292,10 @@ Timing the untuned program
     ########## Build without Autotuning ##########
     Node Name                                     Ops                                           Time(us)  Time(%)  Shape              Inputs  Outputs  
     ---------                                     ---                                           --------  -------  -----              ------  -------  
-    tvmgen_default_fused_nn_contrib_conv2d_NCHWc  tvmgen_default_fused_nn_contrib_conv2d_NCHWc  311.6     98.638   (1, 2, 10, 10, 3)  2       1        
-    tvmgen_default_fused_layout_transform_1       tvmgen_default_fused_layout_transform_1       3.2       1.013    (1, 6, 10, 10)     1       1        
-    tvmgen_default_fused_layout_transform         tvmgen_default_fused_layout_transform         1.101     0.349    (1, 1, 10, 10, 3)  1       1        
-    Total_time                                    -                                             315.901   -        -                  -       -        
+    tvmgen_default_fused_nn_contrib_conv2d_NCHWc  tvmgen_default_fused_nn_contrib_conv2d_NCHWc  312.2     98.726   (1, 2, 10, 10, 3)  2       1        
+    tvmgen_default_fused_layout_transform_1       tvmgen_default_fused_layout_transform_1       3.121     0.987    (1, 6, 10, 10)     1       1        
+    tvmgen_default_fused_layout_transform         tvmgen_default_fused_layout_transform         0.908     0.287    (1, 1, 10, 10, 3)  1       1        
+    Total_time                                    -                                             316.229   -        -                  -       -        
 
 
 
@@ -357,10 +357,10 @@ Timing the tuned program
     ########## Build with Autotuning ##########
     Node Name                                     Ops                                           Time(us)  Time(%)  Shape              Inputs  Outputs  
     ---------                                     ---                                           --------  -------  -----              ------  -------  
-    tvmgen_default_fused_nn_contrib_conv2d_NCHWc  tvmgen_default_fused_nn_contrib_conv2d_NCHWc  218.2     98.712   (1, 1, 10, 10, 6)  2       1        
-    tvmgen_default_fused_layout_transform_1       tvmgen_default_fused_layout_transform_1       1.946     0.88     (1, 6, 10, 10)     1       1        
-    tvmgen_default_fused_layout_transform         tvmgen_default_fused_layout_transform         0.901     0.408    (1, 3, 10, 10, 1)  1       1        
-    Total_time                                    -                                             221.047   -        -                  -       -        
+    tvmgen_default_fused_nn_contrib_conv2d_NCHWc  tvmgen_default_fused_nn_contrib_conv2d_NCHWc  216.8     98.684   (1, 1, 10, 10, 6)  2       1        
+    tvmgen_default_fused_layout_transform_1       tvmgen_default_fused_layout_transform_1       1.971     0.897    (1, 6, 10, 10)     1       1        
+    tvmgen_default_fused_layout_transform         tvmgen_default_fused_layout_transform         0.921     0.419    (1, 3, 10, 10, 1)  1       1        
+    Total_time                                    -                                             219.692   -        -                  -       -        
 
 
 
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 f9a1ec1df..3f924e2b0 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
@@ -5,10 +5,10 @@
 
 Computation times
 =================
-**00:44.530** total execution time for **how_to_work_with_microtvm** files:
+**00:44.192** total execution time for **how_to_work_with_microtvm** files:
 
-- **00:40.464**: :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``)
-- **00:03.475**: :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``)
-- **00:00.201**: :ref:`sphx_glr_how_to_work_with_microtvm_micro_ethosu.py` (``micro_ethosu.py``)
-- **00:00.197**: :ref:`sphx_glr_how_to_work_with_microtvm_micro_tvmc.py` (``micro_tvmc.py``)
-- **00:00.193**: :ref:`sphx_glr_how_to_work_with_microtvm_micro_reference_vm.py` (``micro_reference_vm.py``)
+- **00:40.187**: :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``)
+- **00:03.424**: :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``)
+- **00:00.197**: :ref:`sphx_glr_how_to_work_with_microtvm_micro_ethosu.py` (``micro_ethosu.py``)
+- **00:00.194**: :ref:`sphx_glr_how_to_work_with_microtvm_micro_tvmc.py` (``micro_tvmc.py``)
+- **00:00.188**: :ref:`sphx_glr_how_to_work_with_microtvm_micro_reference_vm.py` (``micro_reference_vm.py``)
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 f68e625fe..644ba0f31 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
@@ -5,8 +5,8 @@
 
 Computation times
 =================
-**00:08.802** total execution time for **how_to_work_with_relay** files:
+**00:08.908** total execution time for **how_to_work_with_relay** files:
 
-- **00:06.851**: :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``)
-- **00:01.734**: :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``)
-- **00:00.216**: :ref:`sphx_glr_how_to_work_with_relay_using_relay_viz.py` (``using_relay_viz.py``)
+- **00:07.022**: :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``)
+- **00:01.668**: :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``)
+- **00:00.218**: :ref:`sphx_glr_how_to_work_with_relay_using_relay_viz.py` (``using_relay_viz.py``)
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 1c0384c55..6deffce16 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
@@ -5,13 +5,13 @@
 
 Computation times
 =================
-**00:05.660** total execution time for **how_to_work_with_schedules** files:
+**00:05.622** total execution time for **how_to_work_with_schedules** files:
 
-- **00:02.102**: :ref:`sphx_glr_how_to_work_with_schedules_intrin_math.py` (``intrin_math.py``)
-- **00:01.109**: :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``)
-- **00:00.738**: :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``)
-- **00:00.711**: :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``)
-- **00:00.305**: :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``)
-- **00:00.240**: :ref:`sphx_glr_how_to_work_with_schedules_schedule_primitives.py` (``schedule_primitives.py``)
-- **00:00.237**: :ref:`sphx_glr_how_to_work_with_schedules_tedd.py` (``tedd.py``)
-- **00:00.218**: :ref:`sphx_glr_how_to_work_with_schedules_tuple_inputs.py` (``tuple_inputs.py``)
+- **00:02.081**: :ref:`sphx_glr_how_to_work_with_schedules_intrin_math.py` (``intrin_math.py``)
+- **00:01.101**: :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``)
+- **00:00.728**: :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``)
+- **00:00.714**: :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``)
+- **00:00.304**: :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``)
+- **00:00.238**: :ref:`sphx_glr_how_to_work_with_schedules_schedule_primitives.py` (``schedule_primitives.py``)
+- **00:00.236**: :ref:`sphx_glr_how_to_work_with_schedules_tedd.py` (``tedd.py``)
+- **00:00.220**: :ref:`sphx_glr_how_to_work_with_schedules_tuple_inputs.py` (``tuple_inputs.py``)
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 068952991..c9120366b 100644
--- a/docs/_sources/how_to/work_with_schedules/tensorize.rst.txt
+++ b/docs/_sources/how_to/work_with_schedules/tensorize.rst.txt
@@ -318,7 +318,7 @@ 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/tmp1jcx_q0l/input0.cc'\nsource_filename = \"/tmp/tmp1jcx_q0l/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/tmp358ay0p7/input0.cc'\nsource_filename = \"/tmp/tmp358ay0p7/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 4e2242422..cb5799152 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
@@ -5,7 +5,7 @@
 
 Computation times
 =================
-**00:21.359** total execution time for **topic_vta_tutorials_autotvm** files:
+**00:20.376** total execution time for **topic_vta_tutorials_autotvm** files:
 
-- **00:21.154**: :ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_relay_vta.py` (``tune_relay_vta.py``)
-- **00:00.205**: :ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_alu_vta.py` (``tune_alu_vta.py``)
+- **00:20.176**: :ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_relay_vta.py` (``tune_relay_vta.py``)
+- **00:00.201**: :ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_alu_vta.py` (``tune_alu_vta.py``)
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 06bc9d37b..881e78d18 100644
--- a/docs/_sources/topic/vta/tutorials/frontend/deploy_classification.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/frontend/deploy_classification.rst.txt
@@ -265,7 +265,7 @@ 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 22.87s!
+    resnet18_v1 inference graph built in 21.32s!
 
 
 
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 71a129662..bd7f651d7 100644
--- a/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt
@@ -301,7 +301,7 @@ The compilation steps are:
 
     /workspace/python/tvm/relay/build_module.py:439: DeprecationWarning: Please use input parameter mod (tvm.IRModule) instead of deprecated parameter mod (tvm.relay.function.Function)
       DeprecationWarning,
-    yolov3-tiny inference graph built in 15.68s!
+    yolov3-tiny inference graph built in 15.08s!
 
 
 
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 63516fd65..a848806c3 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
@@ -5,7 +5,7 @@
 
 Computation times
 =================
-**01:30.681** total execution time for **topic_vta_tutorials_frontend** files:
+**01:28.542** total execution time for **topic_vta_tutorials_frontend** files:
 
-- **00:47.753**: :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``)
-- **00:42.929**: :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_classification.py` (``deploy_classification.py``)
+- **00:47.150**: :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``)
+- **00:41.392**: :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_classification.py` (``deploy_classification.py``)
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 c3f39acde..1be22199a 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
@@ -5,7 +5,7 @@
 
 Computation times
 =================
-**00:03.843** total execution time for **topic_vta_tutorials_optimize** files:
+**00:03.478** total execution time for **topic_vta_tutorials_optimize** files:
 
-- **00:03.286**: :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``)
-- **00:00.557**: :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``)
+- **00:02.939**: :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``)
+- **00:00.538**: :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``)
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 5ed9799ea..c47464e00 100644
--- a/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt
@@ -5,7 +5,7 @@
 
 Computation times
 =================
-**00:01.002** total execution time for **topic_vta_tutorials** files:
+**00:01.014** total execution time for **topic_vta_tutorials** files:
 
-- **00:00.506**: :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``)
-- **00:00.495**: :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``)
+- **00:00.510**: :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``)
+- **00:00.504**: :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``)
diff --git a/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt b/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
index ebebf4453..c5efd802f 100644
--- a/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
+++ b/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
@@ -306,7 +306,7 @@ We build the binary and check its correctness and performance.
 
  .. code-block:: none
 
-    Execution time of this operator: 94.233 ms
+    Execution time of this operator: 93.699 ms
 
 
 
diff --git a/docs/_sources/tutorial/autotvm_relay_x86.rst.txt b/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
index c898ce84c..49888804b 100644
--- a/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
+++ b/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
@@ -268,7 +268,7 @@ standard deviation.
 
  .. code-block:: none
 
-    {'mean': 493.7532687299995, 'median': 493.45023005000144, 'std': 0.6770297200500106}
+    {'mean': 494.81908133000053, 'median': 494.46491210000545, 'std': 1.271678161028298}
 
 
 
@@ -482,31 +482,30 @@ the tuning data to.
 
  .. code-block:: none
 
-
    [Task  1/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  1/25]  Current/Best:   18.36/  19.14 GFLOPS | Progress: (4/10) | 4.80 s
    [Task  1/25]  Current/Best:   11.60/  23.14 GFLOPS | Progress: (8/10) | 8.47 s
    [Task  1/25]  Current/Best:    5.75/  23.14 GFLOPS | Progress: (10/10) | 10.89 s Done.
-
    [Task  2/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  2/25]  Current/Best:   13.20/  14.53 GFLOPS | Progress: (4/10) | 2.97 s
    [Task  2/25]  Current/Best:   20.91/  20.91 GFLOPS | Progress: (8/10) | 4.34 s
    [Task  2/25]  Current/Best:   14.94/  20.91 GFLOPS | Progress: (10/10) | 4.91 s Done.
-
    [Task  3/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  3/25]  Current/Best:   11.92/  11.92 GFLOPS | Progress: (4/10) | 3.13 s
    [Task  3/25]  Current/Best:    8.42/  19.65 GFLOPS | Progress: (8/10) | 5.32 s
    [Task  3/25]  Current/Best:    7.42/  19.65 GFLOPS | Progress: (10/10) | 6.86 s Done.
-
    [Task  4/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  4/25]  Current/Best:    3.51/  16.92 GFLOPS | Progress: (4/10) | 8.24 s
    [Task  4/25]  Current/Best:   16.60/  16.92 GFLOPS | Progress: (8/10) | 12.61 s
    [Task  4/25]  Current/Best:    6.76/  16.92 GFLOPS | Progress: (10/10) | 13.39 s Done.
-
    [Task  5/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  5/25]  Current/Best:   13.95/  16.20 GFLOPS | Progress: (4/10) | 2.66 s
    [Task  5/25]  Current/Best:   18.31/  18.31 GFLOPS | Progress: (8/10) | 4.71 s
    [Task  5/25]  Current/Best:   13.09/  23.74 GFLOPS | Progress: (10/10) | 6.01 s Done.
-
    [Task  6/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  6/25]  Current/Best:   11.95/  20.26 GFLOPS | Progress: (4/10) | 2.82 s
    [Task  6/25]  Current/Best:   13.40/  20.26 GFLOPS | Progress: (8/10) | 5.37 s
    [Task  6/25]  Current/Best:    9.73/  20.26 GFLOPS | Progress: (10/10) | 6.58 s Done.
-
    [Task  7/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  7/25]  Current/Best:   18.44/  18.44 GFLOPS | Progress: (4/10) | 3.41 s
    [Task  7/25]  Current/Best:    9.84/  18.44 GFLOPS | Progress: (8/10) | 6.55 s
    [Task  7/25]  Current/Best:   12.69/  18.44 GFLOPS | Progress: (10/10) | 8.25 s Done.
-
    [Task  8/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  8/25]  Current/Best:   15.82/  18.46 GFLOPS | Progress: (4/10) | 5.32 s
    [Task  8/25]  Current/Best:   10.41/  18.46 GFLOPS | Progress: (8/10) | 11.44 s
    [Task  8/25]  Current/Best:    7.05/  18.46 GFLOPS | Progress: (10/10) | 22.31 s
    [Task  9/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  9/25]  Current/Best:   14.56/  14.56 GFLOPS | Progress: (4/10) | 3.48 s
    [Task  9/25]  Current/Best:    4.78/  14.56 GFLOPS | Progress: (8/10) | 5.61 s
    [Task  9/25]  Current/Best:   12.28/  14.56 GFLOPS | Progress: (10/10) | 7.14 s Done.
-
    [Task 10/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 10/25]  Current/Best:    3.78/  13.34 GFLOPS | Progress: (4/10) | 2.72 s
    [Task 10/25]  Current/Best:   21.01/  21.01 GFLOPS | Progress: (8/10) | 4.59 s
    [Task 10/25]  Current/Best:   14.69/  21.01 GFLOPS | Progress: (10/10) | 5.48 s Done.
-
    [Task 11/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 11/25]  Current/Best:   12.93/  22.37 GFLOPS | Progress: (4/10) | 2.56 s
    [Task 11/25]  Current/Best:   10.82/  22.37 GFLOPS | Progress: (8/10) | 5.28 s
    [Task 11/25]  Current/Best:   20.02/  22.37 GFLOPS | Progress: (10/10) | 5.96 s Done.
-
    [Task 12/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 12/25]  Current/Best:    8.06/  20.28 GFLOPS | Progress: (4/10) | 3.49 s
    [Task 12/25]  Current/Best:   15.72/  20.28 GFLOPS | Progress: (8/10) | 7.05 s
    [Task 12/25]  Current/Best:    9.25/  20.28 GFLOPS | Progress: (10/10) | 7.95 s Done.
-
    [Task 13/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 13/25]  Current/Best:   12.26/  18.68 GFLOPS | Progress: (4/10) | 4.14 s
    [Task 13/25]  Current/Best:    1.57/  18.68 GFLOPS | Progress: (8/10) | 8.69 s
    [Task 13/25]  Current/Best:   19.72/  19.72 GFLOPS | Progress: (10/10) | 9.94 s Done.
-
    [Task 14/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 14/25]  Current/Best:   17.46/  18.07 GFLOPS | Progress: (4/10) | 3.27 s
    [Task 14/25]  Current/Best:    6.02/  18.07 GFLOPS | Progress: (8/10) | 5.57 s
    [Task 14/25]  Current/Best:   19.13/  19.13 GFLOPS | Progress: (10/10) | 6.85 s Done.
-
    [Task 15/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 15/25]  Current/Best:    6.72/  20.40 GFLOPS | Progress: (4/10) | 2.41 s
    [Task 15/25]  Current/Best:    5.19/  24.19 GFLOPS | Progress: (8/10) | 3.84 s
    [Task 15/25]  Current/Best:   15.81/  24.19 GFLOPS | Progress: (10/10) | 4.39 s
    [Task 16/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 16/25]  Current/Best:   13.97/  17.53 GFLOPS | Progress: (4/10) | 2.93 s Done.
+
    [Task  1/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  1/25]  Current/Best:   17.58/  17.58 GFLOPS | Progress: (4/10) | 6.69 s
    [Task  1/25]  Current/Best:   22.70/  22.70 GFLOPS | Progress: (8/10) | 10.30 s
    [Task  1/25]  Current/Best:   11.47/  22.70 GFLOPS | Progress: (10/10) | 12.81 s Done.
+
    [Task  2/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  2/25]  Current/Best:    7.12/  19.58 GFLOPS | Progress: (4/10) | 2.15 s
    [Task  2/25]  Current/Best:   16.61/  19.58 GFLOPS | Progress: (8/10) | 3.27 s
    [Task  2/25]  Current/Best:   17.25/  19.58 GFLOPS | Progress: (10/10) | 3.83 s Done.
+
    [Task  3/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  3/25]  Current/Best:   24.21/  24.21 GFLOPS | Progress: (4/10) | 2.73 s
    [Task  3/25]  Current/Best:   16.06/  24.21 GFLOPS | Progress: (8/10) | 4.46 s
    [Task  3/25]  Current/Best:   15.59/  24.21 GFLOPS | Progress: (10/10) | 5.39 s Done.
+
    [Task  4/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  4/25]  Current/Best:    6.47/  12.89 GFLOPS | Progress: (4/10) | 6.81 s
    [Task  4/25]  Current/Best:   17.45/  17.45 GFLOPS | Progress: (8/10) | 8.28 s
    [Task  4/25]  Current/Best:    6.34/  17.45 GFLOPS | Progress: (10/10) | 9.11 s Done.
+
    [Task  5/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  5/25]  Current/Best:    3.12/  17.05 GFLOPS | Progress: (4/10) | 3.01 s
    [Task  5/25]  Current/Best:   10.59/  17.05 GFLOPS | Progress: (8/10) | 5.03 s
    [Task  5/25]  Current/Best:   13.51/  17.05 GFLOPS | Progress: (10/10) | 6.59 s Done.
+
    [Task  6/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  6/25]  Current/Best:   20.68/  21.07 GFLOPS | Progress: (4/10) | 3.10 s
    [Task  6/25]  Current/Best:    7.93/  21.07 GFLOPS | Progress: (8/10) | 5.69 s
    [Task  6/25]  Current/Best:   18.71/  21.07 GFLOPS | Progress: (10/10) | 8.16 s Done.
+
    [Task  7/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  7/25]  Current/Best:   23.49/  23.49 GFLOPS | Progress: (4/10) | 2.50 s
    [Task  7/25]  Current/Best:   13.88/  23.49 GFLOPS | Progress: (8/10) | 4.55 s
    [Task  7/25]  Current/Best:   12.24/  23.49 GFLOPS | Progress: (10/10) | 6.07 s Done.
+
    [Task  8/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  8/25]  Current/Best:    2.61/  17.83 GFLOPS | Progress: (4/10) | 3.60 s
    [Task  8/25]  Current/Best:    6.98/  17.83 GFLOPS | Progress: (8/10) | 12.18 s
    [Task  8/25]  Current/Best:    9.59/  17.83 GFLOPS | Progress: (10/10) | 13.77 s Done.
+
    [Task  9/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task  9/25]  Current/Best:   20.15/  20.15 GFLOPS | Progress: (4/10) | 2.72 s
    [Task  9/25]  Current/Best:   13.86/  20.46 GFLOPS | Progress: (8/10) | 8.88 s
    [Task  9/25]  Current/Best:   19.72/  20.46 GFLOPS | Progress: (10/10) | 9.53 s Done.
+
    [Task 10/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 10/25]  Current/Best:    4.26/  22.12 GFLOPS | Progress: (4/10) | 2.58 s
    [Task 10/25]  Current/Best:   10.80/  22.12 GFLOPS | Progress: (8/10) | 4.46 s
    [Task 10/25]  Current/Best:   14.75/  22.12 GFLOPS | Progress: (10/10) | 5.09 s Done.
+
    [Task 11/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 11/25]  Current/Best:   10.88/  16.68 GFLOPS | Progress: (4/10) | 2.75 s
    [Task 11/25]  Current/Best:   14.38/  23.42 GFLOPS | Progress: (8/10) | 4.73 s
    [Task 11/25]  Current/Best:   12.21/  23.79 GFLOPS | Progress: (10/10) | 5.96 s Done.
+
    [Task 12/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 12/25]  Current/Best:   11.77/  11.77 GFLOPS | Progress: (4/10) | 7.75 s
    [Task 12/25]  Current/Best:   16.92/  19.20 GFLOPS | Progress: (8/10) | 11.91 s
    [Task 12/25]  Current/Best:   10.72/  19.20 GFLOPS | Progress: (10/10) | 13.27 s Done.
+
    [Task 13/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 13/25]  Current/Best:   14.58/  20.09 GFLOPS | Progress: (4/10) | 3.45 s
    [Task 13/25]  Current/Best:   23.01/  23.44 GFLOPS | Progress: (8/10) | 5.01 s
    [Task 13/25]  Current/Best:    6.24/  23.44 GFLOPS | Progress: (10/10) | 6.30 s Done.
+
    [Task 14/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 14/25]  Current/Best:    5.49/  16.02 GFLOPS | Progress: (4/10) | 4.16 s
    [Task 14/25]  Current/Best:   14.09/  19.04 GFLOPS | Progress: (8/10) | 11.40 s
    [Task 14/25]  Current/Best:   14.40/  19.04 GFLOPS | Progress: (10/10) | 13.61 s Done.
+
    [Task 15/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 15/25]  Current/Best:   12.52/  16.39 GFLOPS | Progress: (4/10) | 3.60 s
    [Task 15/25]  Current/Best:    6.75/  16.39 GFLOPS | Progress: (8/10) | 6.54 s
    [Task 15/25]  Current/Best:   18.62/  19.12 GFLOPS | Progress: (10/10) | 7.10 s
    [Task 16/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 16/25]  Current/Best:   15.26/  18.82 GFLOPS | Progress: (4/10) | 2.71 s
    [Task 16/25]  Current/Best:    5.87/  18.82 GFLOPS | Progress: (8/10) | 4.92 s
    [Task 16/25]  Current/Best:   10.71/  18.82 GFLOPS | Progress: (10/10) | 6.08 s Done.
+
    [Task 17/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 17/25]  Current/Best:    7.71/  19.95 GFLOPS | Progress: (4/10) | 2.94 s
    [Task 17/25]  Current/Best:   11.76/  19.95 GFLOPS | Progress: (8/10) | 5.13 s
    [Task 17/25]  Current/Best:    6.22/  19.95 GFLOPS | Progress: (10/10) | 6.70 s Done.
+
    [Task 18/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 18/25]  Current/Best:   19.74/  21.28 GFLOPS | Progress: (4/10) | 2.46 s
    [Task 18/25]  Current/Best:   16.02/  23.03 GFLOPS | Progress: (8/10) | 4.00 s
    [Task 18/25]  Current/Best:   16.99/  23.03 GFLOPS | Progress: (10/10) | 4.88 s Done.
+
    [Task 19/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 19/25]  Current/Best:    1.55/  22.07 GFLOPS | Progress: (4/10) | 5.29 s
    [Task 19/25]  Current/Best:   11.78/  22.77 GFLOPS | Progress: (8/10) | 7.85 s
    [Task 19/25]  Current/Best:   11.78/  22.77 GFLOPS | Progress: (10/10) | 8.94 s Done.
+
    [Task 20/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 20/25]  Current/Best:   21.77/  21.77 GFLOPS | Progress: (4/10) | 4.76 s
    [Task 20/25]  Current/Best:   15.50/  21.77 GFLOPS | Progress: (8/10) | 6.72 s
    [Task 20/25]  Current/Best:   15.66/  21.77 GFLOPS | Progress: (10/10) | 7.56 s Done.
+
    [Task 21/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 21/25]  Current/Best:   20.41/  20.41 GFLOPS | Progress: (4/10) | 2.24 s
    [Task 21/25]  Current/Best:    2.74/  20.41 GFLOPS | Progress: (8/10) | 4.35 s
    [Task 21/25]  Current/Best:    2.74/  20.41 GFLOPS | Progress: (10/10) | 5.55 s
    [Task 22/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s Done.
      Done.
-
    [Task 16/25]  Current/Best:   10.20/  21.95 GFLOPS | Progress: (8/10) | 6.11 s
    [Task 16/25]  Current/Best:    3.08/  21.95 GFLOPS | Progress: (10/10) | 7.10 s Done.
-
    [Task 17/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 17/25]  Current/Best:   12.28/  20.02 GFLOPS | Progress: (4/10) | 4.03 s
    [Task 17/25]  Current/Best:   15.74/  20.02 GFLOPS | Progress: (8/10) | 6.68 s
    [Task 17/25]  Current/Best:   10.92/  20.02 GFLOPS | Progress: (10/10) | 8.37 s Done.
-
    [Task 18/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 18/25]  Current/Best:    8.83/  18.47 GFLOPS | Progress: (4/10) | 3.18 s
    [Task 18/25]  Current/Best:   10.76/  18.47 GFLOPS | Progress: (8/10) | 6.71 s
    [Task 18/25]  Current/Best:    8.56/  18.47 GFLOPS | Progress: (10/10) | 13.65 s Done.
-
    [Task 19/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 19/25]  Current/Best:    8.65/  22.70 GFLOPS | Progress: (4/10) | 3.05 s
    [Task 19/25]  Current/Best:   11.77/  22.70 GFLOPS | Progress: (8/10) | 6.05 s
    [Task 19/25]  Current/Best:   22.08/  22.70 GFLOPS | Progress: (10/10) | 8.52 s Done.
-
    [Task 20/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 20/25]  Current/Best:   15.65/  18.04 GFLOPS | Progress: (4/10) | 2.47 s
    [Task 20/25]  Current/Best:    9.78/  21.00 GFLOPS | Progress: (8/10) | 5.40 s
    [Task 20/25]  Current/Best:   14.04/  21.00 GFLOPS | Progress: (10/10) | 6.38 s
    [Task 21/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 21/25]  Current/Best:   13.52/  13.52 GFLOPS | Progress: (4/10) | 2.99 s
    [Task 21/25]  Current/Best:   12.26/  14.54 GFLOPS | Progress: (8/10) | 4.87 s
    [Task 21/25]  Current/Best:   16.76/  16.76 GFLOPS | Progress: (10/10) | 5.98 s
    [Task 22/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 22/25]  Current/Best:   14.86/  15.92 GFLOPS | Progress: (4/10) | 3.62 s
    [Task 22/25]  Current/Best:    6.40/  16.61 GFLOPS | Progress: (8/10) | 5.46 s
    [Task 22/25]  Current/Best:    2.70/  19.68 GFLOPS | Progress: (10/10) | 6.41
  s Done.
-
    [Task 23/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 23/25]  Current/Best:    5.33/  10.48 GFLOPS | Progress: (4/10) | 6.59 s
    [Task 23/25]  Current/Best:   19.37/  19.64 GFLOPS | Progress: (8/10) | 8.97 s
    [Task 23/25]  Current/Best:   14.27/  19.64 GFLOPS | Progress: (10/10) | 10.84 s Done.
-
    [Task 24/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 24/25]  Current/Best:    3.21/   4.94 GFLOPS | Progress: (4/10) | 26.44 s
    [Task 24/25]  Current/Best:    6.04/   9.21 GFLOPS | Progress: (8/10) | 390.56 s
    [Task 24/25]  Current/Best:    2.43/   9.21 GFLOPS | Progress: (10/10) | 1811.42 s
    [Task 25/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s Done.
-     Done.
-     Done.
-
    [Task 25/25]  Current/Best:    8.14/   8.14 GFLOPS | Progress: (4/10) | 14.29 s
    [Task 25/25]  Current/Best:    5.20/   9.97 GFLOPS | Progress: (8/10) | 41.18 s
    [Task 25/25]  Current/Best:    3.98/   9.97 GFLOPS | Progress: (10/10) | 42.07 s
+
    [Task 22/25]  Current/Best:   20.97/  20.97 GFLOPS | Progress: (4/10) | 5.81 s
    [Task 22/25]  Current/Best:   16.98/  20.97 GFLOPS | Progress: (8/10) | 9.86 s
    [Task 22/25]  Current/Best:   17.29/  20.97 GFLOPS | Progress: (10/10) | 10.51 s Done.
+
    [Task 23/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 23/25]  Current/Best:   19.44/  19.44 GFLOPS | Progress: (4/10) | 3.40 s
    [Task 23/25]  Current/Best:   18.25/  20.68 GFLOPS | Progress: (8/10) | 5.25 s
    [Task 23/25]  Current/Best:   18.13/  20.68 GFLOPS | Progress: (10/10) | 6.46 s Done.
+
    [Task 24/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 24/25]  Current/Best:    6.19/   6.19 GFLOPS | Progress: (4/10) | 7.56 s
    [Task 24/25]  Current/Best:    3.66/   8.85 GFLOPS | Progress: (8/10) | 21.51 s
    [Task 24/25]  Current/Best:    5.91/   8.85 GFLOPS | Progress: (10/10) | 22.46 s
    [Task 25/25]  Current/Best:    0.00/   0.00 GFLOPS | Progress: (0/10) | 0.00 s
    [Task 25/25]  Current/Best:    8.34/   8.34 GFLOPS | Progress: (4/10) | 11.22 s
    [Task 25/25]  Current/Best:    7.89/   8.65 GFLOPS | Progress: (8/10) | 13.51 s
    [Task 25/25]  Current/Best:    8.86/   8.86 GFLOPS | Progress: (10/10) | 38.78 s
 
 
 The output from this tuning process will look something like this:
@@ -564,14 +563,6 @@ model using optimized operators to speed up our computations.
 
 
 
-.. rst-class:: sphx-glr-script-out
-
- Out:
-
- .. code-block:: none
-
-     Done.
-
 
 
 Verify that the optimized model runs and produces the same results:
@@ -603,7 +594,7 @@ 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=0.356379
+    class='n02123159 tiger cat' with probability=0.356378
     class='n02124075 Egyptian cat' with probability=0.019712
     class='n02129604 tiger, Panthera tigris' with probability=0.001215
     class='n04040759 radiator' with probability=0.000262
@@ -656,8 +647,8 @@ improvement in comparing the optimized model to the unoptimized model.
 
  .. code-block:: none
 
-    optimized: {'mean': 440.06395049000275, 'median': 439.62063920000674, 'std': 1.249499167278835}
-    unoptimized: {'mean': 493.7532687299995, 'median': 493.45023005000144, 'std': 0.6770297200500106}
+    optimized: {'mean': 428.74853812000083, 'median': 428.1781065500013, 'std': 1.1610721133414101}
+    unoptimized: {'mean': 494.81908133000053, 'median': 494.46491210000545, 'std': 1.271678161028298}
 
 
 
@@ -677,7 +668,7 @@ profiling/benchmarking.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 37 minutes  29.350 seconds)
+   **Total running time of the script:** ( 7 minutes  13.209 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 be9341d1f..f804c1ed7 100644
--- a/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt
+++ b/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt
@@ -235,7 +235,7 @@ device and returns the measured cost. Network overhead is excluded.
 
  .. code-block:: none
 
-    1.248e-07 secs/op
+    1.181e-07 secs/op
 
 
 
diff --git a/docs/_sources/tutorial/intro_topi.rst.txt b/docs/_sources/tutorial/intro_topi.rst.txt
index a23b52711..232b21639 100644
--- a/docs/_sources/tutorial/intro_topi.rst.txt
+++ b/docs/_sources/tutorial/intro_topi.rst.txt
@@ -233,7 +233,7 @@ As you can see, scheduled stages of computation have been accumulated and we can
 
  .. code-block:: none
 
-    [stage(a, placeholder(a, 0xc038ff0)), stage(b, placeholder(b, 0x22b9a0c0)), 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, 0x1fe78a60)), stage(b, placeholder(b, 0x3bffbd0)), 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 [...]
 
 
 
diff --git a/docs/_sources/tutorial/sg_execution_times.rst.txt b/docs/_sources/tutorial/sg_execution_times.rst.txt
index 7db42a726..4c7cf2fdc 100644
--- a/docs/_sources/tutorial/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorial/sg_execution_times.rst.txt
@@ -5,17 +5,17 @@
 
 Computation times
 =================
-**40:07.008** total execution time for **tutorial** files:
+**09:46.652** total execution time for **tutorial** files:
 
-- **37:29.350**: :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``)
-- **01:01.080**: :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``)
-- **00:44.624**: :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``)
-- **00:26.242**: :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``)
-- **00:23.323**: :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``)
-- **00:01.283**: :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``)
-- **00:00.720**: :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``)
-- **00:00.212**: :ref:`sphx_glr_tutorial_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``)
-- **00:00.050**: :ref:`sphx_glr_tutorial_tvmc_command_line_driver.py` (``tvmc_command_line_driver.py``)
-- **00:00.044**: :ref:`sphx_glr_tutorial_introduction.py` (``introduction.py``)
-- **00:00.042**: :ref:`sphx_glr_tutorial_install.py` (``install.py``)
-- **00:00.039**: :ref:`sphx_glr_tutorial_tvmc_python.py` (``tvmc_python.py``)
+- **07:13.209**: :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``)
+- **00:59.303**: :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``)
+- **00:36.795**: :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``)
+- **00:29.031**: :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``)
+- **00:25.985**: :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``)
+- **00:01.263**: :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``)
+- **00:00.699**: :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``)
+- **00:00.189**: :ref:`sphx_glr_tutorial_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``)
+- **00:00.052**: :ref:`sphx_glr_tutorial_tvmc_python.py` (``tvmc_python.py``)
+- **00:00.049**: :ref:`sphx_glr_tutorial_tvmc_command_line_driver.py` (``tvmc_command_line_driver.py``)
+- **00:00.039**: :ref:`sphx_glr_tutorial_introduction.py` (``introduction.py``)
+- **00:00.039**: :ref:`sphx_glr_tutorial_install.py` (``install.py``)
diff --git a/docs/_sources/tutorial/tensor_expr_get_started.rst.txt b/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
index 062c9b04c..510c2e1b4 100644
--- a/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
+++ b/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
@@ -335,7 +335,7 @@ compile and run this new schedule with the parallel operation applied:
 
  .. code-block:: none
 
-    parallel: 0.000006
+    parallel: 0.000008
 
 
 
@@ -438,10 +438,10 @@ We can now compare the different schedules
  .. code-block:: none
 
                 Operator                  Timing             Performance
-                   numpy    8.131170002343424e-06                    1.0
-                   naive               5.868e-06       0.721667361315632
-                parallel              6.0954e-06      0.7496338163195814
-                  vector    2.4727899999999997e-05    3.0411244621466964
+                   numpy    7.729390001713909e-06                    1.0
+                   naive              5.8371e-06      0.7551824915945096
+                parallel              7.7031e-06      0.9965986964420118
+                  vector              2.4538e-05        3.17463603137621
 
 
 
@@ -830,7 +830,7 @@ matrix multiplication.
 
  .. code-block:: none
 
-    Numpy running time: 0.018501
+    Numpy running time: 0.017793
 
 
 
@@ -886,7 +886,7 @@ optimizations.
 
  .. code-block:: none
 
-    none: 3.431038
+    none: 3.305652
 
 
 
@@ -985,7 +985,7 @@ schedule.
 
  .. code-block:: none
 
-    blocking: 0.295513
+    blocking: 0.291275
 
 
 
@@ -1077,7 +1077,7 @@ already cache friendly from our previous optimizations.
 
  .. code-block:: none
 
-    vectorization: 0.334770
+    vectorization: 0.331214
     @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], []),
@@ -1149,7 +1149,7 @@ more cache friendly.
 
  .. code-block:: none
 
-    loop permutation: 0.117690
+    loop permutation: 0.117891
     @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], []),
@@ -1246,7 +1246,7 @@ optimized schedule.
 
  .. code-block:: none
 
-    array packing: 0.110159
+    array packing: 0.110045
     @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], []),
@@ -1337,7 +1337,7 @@ to `C` when all the block results are ready.
 
  .. code-block:: none
 
-    block caching: 0.110532
+    block caching: 0.111021
     @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], []),
@@ -1421,7 +1421,7 @@ of thread-level parallelization.
 
  .. code-block:: none
 
-    parallelization: 0.144453
+    parallelization: 0.144811
     @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], []),
@@ -1500,13 +1500,13 @@ working, we can compare the results.
  .. code-block:: none
 
                 Operator                  Timing             Performance
-                    none            3.4310381961                     1.0
-                blocking     0.29551253590000004     0.08612918860416766
-           vectorization     0.33477000200000007     0.09757105076257303
-        loop permutation            0.1176902307     0.03430163815540625
-           array packing     0.11015862299999998     0.03210649858844922
-           block caching     0.11053163930000001     0.03221521678937861
-         parallelization            0.1444532432    0.042101904713330626
+                    none      3.3056521090000004                     1.0
+                blocking            0.2912748915     0.08811420013224386
+           vectorization            0.3312144428     0.10019640055232441
+        loop permutation            0.1178905123    0.035663314956534645
+           array packing            0.1100447278     0.03328986964490037
+           block caching            0.1110210738     0.03358522619416996
+         parallelization     0.14481118980000002     0.04380714758390203
 
 
 
@@ -1541,11 +1541,6 @@ 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  1.080 seconds)
-
-
 .. _sphx_glr_download_tutorial_tensor_expr_get_started.py:
 
 
diff --git a/docs/commit_hash b/docs/commit_hash
index dfba68eb1..1801091bd 100644
--- a/docs/commit_hash
+++ b/docs/commit_hash
@@ -1 +1 @@
-01e160616f71ad7089a91ff7cbe03b8189d2f8cf
+a0c61038b6fd25f0a1cf8673a76b9ff6d8fa5052
diff --git a/docs/how_to/compile_models/from_mxnet.html b/docs/how_to/compile_models/from_mxnet.html
index 40c2619d1..0857f3f38 100644
--- a/docs/how_to/compile_models/from_mxnet.html
+++ b/docs/how_to/compile_models/from_mxnet.html
@@ -401,7 +401,7 @@
 </div>
 <img alt="../../_images/sphx_glr_from_mxnet_001.png" class="sphx-glr-single-img" src="../../_images/sphx_glr_from_mxnet_001.png" />
 <p class="sphx-glr-script-out">Out:</p>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zip043cc264-4629-4bfd-9c1c-16a85ae75591 from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/resnet18_v1-a0666292.zip...
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zip3c9c1e6c-31ef-4005-a713-1d77ab7fb756 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 6fee4cc15..95caa62f0 100644
--- a/docs/how_to/compile_models/from_oneflow.html
+++ b/docs/how_to/compile_models/from_oneflow.html
@@ -406,3671 +406,97 @@ 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: &quot;https://oneflow-public.oss-cn-beijing.aliyuncs.com/model_zoo/flowvision/classification/ResNet/resnet18.zip&quot; to /workspace/.oneflow/flowvision_cache/resnet18.zip
 
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-  4%|4         | 1.80M/41.5M [00:41&lt;11:06, 62.5kB/s]
-  4%|4         | 1.81M/41.5M [00:41&lt;11:42, 59.2kB/s]
-  4%|4         | 1.83M/41.5M [00:42&lt;10:19, 67.2kB/s]
-  4%|4         | 1.84M/41.5M [00:42&lt;11:09, 62.1kB/s]
-  4%|4         | 1.85M/41.5M [00:42&lt;09:50, 70.4kB/s]
-  4%|4         | 1.86M/41.5M [00:42&lt;10:49, 64.0kB/s]
-  5%|4         | 1.88M/41.5M [00:42&lt;09:34, 72.3kB/s]
-  5%|4         | 1.88M/41.5M [00:43&lt;13:43, 50.4kB/s]
-  5%|4         | 1.90M/41.5M [00:43&lt;11:22, 60.8kB/s]
-  5%|4         | 1.91M/41.5M [00:43&lt;12:05, 57.2kB/s]
-  5%|4         | 1.91M/41.5M [00:43&lt;12:42, 54.4kB/s]
-  5%|4         | 1.92M/41.5M [00:43&lt;13:12, 52.3kB/s]
-  5%|4         | 1.93M/41.5M [00:44&lt;17:27, 39.6kB/s]
-  5%|4         | 1.95M/41.5M [00:44&lt;13:08, 52.6kB/s]
-  5%|4         | 1.95M/41.5M [00:44&lt;13:31, 51.1kB/s]
-  5%|4         | 1.96M/41.5M [00:44&lt;17:31, 39.4kB/s]
-  5%|4         | 1.98M/41.5M [00:44&lt;13:16, 52.0kB/s]
-  5%|4         | 1.98M/41.5M [00:45&lt;13:36, 50.7kB/s]
-  5%|4         | 1.99M/41.5M [00:45&lt;13:53, 49.7kB/s]
-  5%|4         | 2.00M/41.5M [00:45&lt;14:06, 48.9kB/s]
-  5%|4         | 2.01M/41.5M [00:45&lt;14:16, 48.3kB/s]
-  5%|4         | 2.02M/41.5M [00:45&lt;14:23, 47.9kB/s]
-  5%|4         | 2.03M/41.5M [00:46&lt;11:16, 61.2kB/s]
-  5%|4         | 2.04M/41.5M [00:46&lt;15:38, 44.1kB/s]
-  5%|4         | 2.05M/41.5M [00:46&lt;15:15, 45.2kB/s]
-  5%|4         | 2.06M/41.5M [00:46&lt;15:07, 45.6kB/s]
-  5%|4         | 2.07M/41.5M [00:47&lt;15:01, 45.9kB/s]
-  5%|5         | 2.08M/41.5M [00:47&lt;14:56, 46.1kB/s]
-  5%|5         | 2.09M/41.5M [00:47&lt;18:49, 36.6kB/s]
-  5%|5         | 2.09M/41.5M [00:47&lt;21:45, 31.6kB/s]
-  5%|5         | 2.11M/41.5M [00:48&lt;18:37, 37.0kB/s]
-  5%|5         | 2.12M/41.5M [00:48&lt;17:40, 38.9kB/s]
-  5%|5         | 2.12M/41.5M [00:48&lt;16:54, 40.7kB/s]
-  5%|5         | 2.13M/41.5M [00:48&lt;16:18, 42.2kB/s]
-  5%|5         | 2.14M/41.5M [00:48&lt;15:51, 43.4kB/s]
-  5%|5         | 2.15M/41.5M [00:49&lt;15:31, 44.3kB/s]
-  5%|5         | 2.16M/41.5M [00:49&lt;15:16, 45.0kB/s]
-  5%|5         | 2.16M/41.5M [00:49&lt;19:22, 35.5kB/s]
-  5%|5         | 2.18M/41.5M [00:49&lt;13:55, 49.4kB/s]
-  5%|5         | 2.19M/41.5M [00:50&lt;14:05, 48.7kB/s]
-  5%|5         | 2.20M/41.5M [00:50&lt;18:02, 38.1kB/s]
-  5%|5         | 2.21M/41.5M [00:50&lt;16:35, 41.4kB/s]
-  5%|5         | 2.22M/41.5M [00:51&lt;19:33, 35.1kB/s]
-  5%|5         | 2.23M/41.5M [00:51&lt;17:34, 39.0kB/s]
-  5%|5         | 2.24M/41.5M [00:51&lt;20:10, 34.0kB/s]
-  5%|5         | 2.25M/41.5M [00:51&lt;18:50, 36.4kB/s]
-  5%|5         | 2.26M/41.5M [00:52&lt;21:30, 31.9kB/s]
-  5%|5         | 2.27M/41.5M [00:52&lt;19:39, 34.9kB/s]
-  5%|5         | 2.27M/41.5M [00:52&lt;18:15, 37.5kB/s]
-  5%|5         | 2.28M/41.5M [00:52&lt;17:13, 39.8kB/s]
-  6%|5         | 2.29M/41.5M [00:53&lt;16:28, 41.6kB/s]
-  6%|5         | 2.30M/41.5M [00:53&lt;15:55, 43.0kB/s]
-  6%|5         | 2.30M/41.5M [00:53&lt;19:50, 34.5kB/s]
-  6%|5         | 2.32M/41.5M [00:53&lt;17:26, 39.2kB/s]
-  6%|5         | 2.33M/41.5M [00:54&lt;31:06, 22.0kB/s]
-  6%|5         | 2.34M/41.5M [00:54&lt;26:48, 25.5kB/s]
-  6%|5         | 2.34M/41.5M [00:55&lt;39:19, 17.4kB/s]
-  6%|5         | 2.35M/41.5M [00:55&lt;32:25, 21.1kB/s]
-  6%|5         | 2.36M/41.5M [00:56&lt;31:29, 21.7kB/s]
-  6%|5         | 2.37M/41.5M [00:56&lt;26:35, 25.7kB/s]
-  6%|5         | 2.38M/41.5M [00:56&lt;27:21, 25.0kB/s]
-  6%|5         | 2.38M/41.5M [00:57&lt;23:35, 29.0kB/s]
-  6%|5         | 2.39M/41.5M [00:57&lt;20:54, 32.7kB/s]
-  6%|5         | 2.40M/41.5M [00:57&lt;23:21, 29.2kB/s]
-  6%|5         | 2.41M/41.5M [00:57&lt;20:44, 32.9kB/s]
-  6%|5         | 2.41M/41.5M [00:58&lt;23:14, 29.4kB/s]
-  6%|5         | 2.42M/41.5M [00:58&lt;20:38, 33.1kB/s]
-  6%|5         | 2.43M/41.5M [00:58&lt;18:49, 36.3kB/s]
-  6%|5         | 2.45M/41.5M [00:58&lt;13:29, 50.5kB/s]
-  6%|5         | 2.45M/41.5M [00:58&lt;13:45, 49.6kB/s]
-  6%|5         | 2.46M/41.5M [00:58&lt;13:58, 48.8kB/s]
-  6%|5         | 2.48M/41.5M [00:59&lt;14:12, 48.0kB/s]
-  6%|6         | 2.49M/41.5M [00:59&lt;11:34, 58.9kB/s]
-  6%|6         | 2.50M/41.5M [00:59&lt;12:12, 55.8kB/s]
-  6%|6         | 2.51M/41.5M [00:59&lt;12:44, 53.4kB/s]
-  6%|6         | 2.52M/41.5M [01:00&lt;13:11, 51.6kB/s]
-  6%|6         | 2.52M/41.5M [01:00&lt;18:19, 37.2kB/s]
-  6%|6         | 2.53M/41.5M [01:00&lt;17:16, 39.4kB/s]
-  6%|6         | 2.54M/41.5M [01:00&lt;16:30, 41.2kB/s]
-  6%|6         | 2.55M/41.5M [01:00&lt;13:33, 50.2kB/s]
-  6%|6         | 2.56M/41.5M [01:01&lt;13:47, 49.4kB/s]
-  6%|6         | 2.57M/41.5M [01:01&lt;12:37, 53.9kB/s]
-  6%|6         | 2.58M/41.5M [01:01&lt;13:07, 51.8kB/s]
-  6%|6         | 2.59M/41.5M [01:01&lt;13:30, 50.3kB/s]
-  6%|6         | 2.59M/41.5M [01:01&lt;17:53, 38.0kB/s]
-  6%|6         | 2.61M/41.5M [01:02&lt;16:24, 41.4kB/s]
-  6%|6         | 2.62M/41.5M [01:02&lt;15:56, 42.6kB/s]
-  6%|6         | 2.62M/41.5M [01:02&lt;15:34, 43.6kB/s]
-  6%|6         | 2.63M/41.5M [01:03&lt;23:03, 29.4kB/s]
-  6%|6         | 2.64M/41.5M [01:03&lt;20:40, 32.8kB/s]
-  6%|6         | 2.65M/41.5M [01:03&lt;27:08, 25.0kB/s]
-  6%|6         | 2.66M/41.5M [01:04&lt;21:27, 31.6kB/s]
-  6%|6         | 2.67M/41.5M [01:04&lt;23:16, 29.1kB/s]
-  6%|6         | 2.68M/41.5M [01:04&lt;24:43, 27.4kB/s]
-  6%|6         | 2.69M/41.5M [01:05&lt;25:51, 26.2kB/s]
-  6%|6         | 2.70M/41.5M [01:05&lt;30:43, 22.1kB/s]
-  7%|6         | 2.70M/41.5M [01:06&lt;26:06, 26.0kB/s]
-  7%|6         | 2.71M/41.5M [01:06&lt;23:44, 28.5kB/s]
-  7%|6         | 2.72M/41.5M [01:06&lt;24:14, 28.0kB/s]
-  7%|6         | 2.73M/41.5M [01:06&lt;22:22, 30.3kB/s]
-  7%|6         | 2.73M/41.5M [01:06&lt;20:01, 33.8kB/s]
-  7%|6         | 2.74M/41.5M [01:07&lt;18:22, 36.9kB/s]
-  7%|6         | 2.75M/41.5M [01:07&lt;16:09, 41.9kB/s]
-  7%|6         | 2.76M/41.5M [01:07&lt;15:38, 43.3kB/s]
-  7%|6         | 2.77M/41.5M [01:07&lt;15:17, 44.3kB/s]
-  7%|6         | 2.78M/41.5M [01:07&lt;12:21, 54.7kB/s]
-  7%|6         | 2.79M/41.5M [01:07&lt;12:00, 56.3kB/s]
-  7%|6         | 2.80M/41.5M [01:08&lt;12:38, 53.5kB/s]
-  7%|6         | 2.81M/41.5M [01:08&lt;10:19, 65.5kB/s]
-  7%|6         | 2.82M/41.5M [01:08&lt;12:05, 55.9kB/s]
-  7%|6         | 2.84M/41.5M [01:08&lt;09:27, 71.4kB/s]
-  7%|6         | 2.85M/41.5M [01:08&lt;08:38, 78.2kB/s]
-  7%|6         | 2.87M/41.5M [01:09&lt;10:36, 63.6kB/s]
-  7%|6         | 2.88M/41.5M [01:09&lt;09:29, 71.1kB/s]
-  7%|6         | 2.89M/41.5M [01:09&lt;14:07, 47.8kB/s]
-  7%|7         | 2.91M/41.5M [01:10&lt;13:19, 50.6kB/s]
-  7%|7         | 2.92M/41.5M [01:10&lt;13:40, 49.3kB/s]
-  7%|7         | 2.93M/41.5M [01:10&lt;13:48, 48.8kB/s]
-  7%|7         | 2.94M/41.5M [01:10&lt;13:55, 48.4kB/s]
-  7%|7         | 2.95M/41.5M [01:11&lt;20:48, 32.4kB/s]
-  7%|7         | 2.96M/41.5M [01:11&lt;15:19, 43.9kB/s]
-  7%|7         | 2.97M/41.5M [01:11&lt;18:18, 36.8kB/s]
-  7%|7         | 2.98M/41.5M [01:11&lt;17:21, 38.8kB/s]
-  7%|7         | 2.98M/41.5M [01:12&lt;23:57, 28.1kB/s]
-  7%|7         | 2.99M/41.5M [01:12&lt;21:22, 31.5kB/s]
-  7%|7         | 3.00M/41.5M [01:12&lt;19:25, 34.6kB/s]
-  7%|7         | 3.01M/41.5M [01:12&lt;17:59, 37.4kB/s]
-  7%|7         | 3.02M/41.5M [01:13&lt;16:55, 39.7kB/s]
-  7%|7         | 3.02M/41.5M [01:13&lt;16:10, 41.6kB/s]
-  7%|7         | 3.03M/41.5M [01:13&lt;15:38, 43.0kB/s]
-  7%|7         | 3.04M/41.5M [01:14&lt;23:45, 28.3kB/s]
-  7%|7         | 3.05M/41.5M [01:14&lt;20:57, 32.1kB/s]
-  7%|7         | 3.05M/41.5M [01:14&lt;18:58, 35.4kB/s]
-  7%|7         | 3.06M/41.5M [01:14&lt;21:52, 30.7kB/s]
-  7%|7         | 3.07M/41.5M [01:14&lt;19:37, 34.2kB/s]
-  7%|7         | 3.08M/41.5M [01:15&lt;18:01, 37.2kB/s]
-  7%|7         | 3.09M/41.5M [01:15&lt;21:12, 31.6kB/s]
-  7%|7         | 3.09M/41.5M [01:15&lt;23:26, 28.6kB/s]
-  7%|7         | 3.10M/41.5M [01:16&lt;26:10, 25.6kB/s]
-  7%|7         | 3.11M/41.5M [01:16&lt;22:37, 29.6kB/s]
-  8%|7         | 3.12M/41.5M [01:16&lt;23:16, 28.8kB/s]
-  8%|7         | 3.12M/41.5M [01:16&lt;24:09, 27.7kB/s]
-  8%|7         | 3.13M/41.5M [01:17&lt;21:54, 30.6kB/s]
-  8%|7         | 3.14M/41.5M [01:17&lt;19:37, 34.2kB/s]
-  8%|7         | 3.15M/41.5M [01:17&lt;18:01, 37.2kB/s]
-  8%|7         | 3.16M/41.5M [01:17&lt;16:12, 41.4kB/s]
-  8%|7         | 3.16M/41.5M [01:17&lt;15:37, 42.9kB/s]
-  8%|7         | 3.17M/41.5M [01:18&lt;19:30, 34.3kB/s]
-  8%|7         | 3.18M/41.5M [01:18&lt;17:56, 37.3kB/s]
-  8%|7         | 3.19M/41.5M [01:18&lt;21:07, 31.7kB/s]
-  8%|7         | 3.20M/41.5M [01:19&lt;23:21, 28.7kB/s]
-  8%|7         | 3.20M/41.5M [01:19&lt;26:02, 25.7kB/s]
-  8%|7         | 3.21M/41.5M [01:19&lt;22:30, 29.7kB/s]
-  8%|7         | 3.22M/41.5M [01:20&lt;28:35, 23.4kB/s]
-  8%|7         | 3.23M/41.5M [01:20&lt;29:31, 22.6kB/s]
-  8%|7         | 3.23M/41.5M [01:21&lt;35:00, 19.1kB/s]
-  8%|7         | 3.24M/41.5M [01:21&lt;33:03, 20.2kB/s]
-  8%|7         | 3.25M/41.5M [01:21&lt;27:24, 24.4kB/s]
-  8%|7         | 3.26M/41.5M [01:22&lt;27:44, 24.1kB/s]
-  8%|7         | 3.27M/41.5M [01:22&lt;23:41, 28.2kB/s]
-  8%|7         | 3.27M/41.5M [01:22&lt;20:51, 32.0kB/s]
-  8%|7         | 3.28M/41.5M [01:22&lt;18:52, 35.4kB/s]
-  8%|7         | 3.30M/41.5M [01:22&lt;13:26, 49.7kB/s]
-  8%|7         | 3.30M/41.5M [01:22&lt;13:38, 48.9kB/s]
-  8%|7         | 3.31M/41.5M [01:23&lt;13:47, 48.4kB/s]
-  8%|8         | 3.33M/41.5M [01:23&lt;10:56, 61.0kB/s]
-  8%|8         | 3.34M/41.5M [01:23&lt;15:03, 44.3kB/s]
-  8%|8         | 3.36M/41.5M [01:23&lt;09:53, 67.4kB/s]
-  8%|8         | 3.37M/41.5M [01:23&lt;10:43, 62.2kB/s]
-  8%|8         | 3.38M/41.5M [01:24&lt;12:13, 54.5kB/s]
-  8%|8         | 3.39M/41.5M [01:24&lt;09:36, 69.4kB/s]
-  8%|8         | 3.40M/41.5M [01:24&lt;10:35, 62.9kB/s]
-  8%|8         | 3.41M/41.5M [01:24&lt;14:45, 45.1kB/s]
-  8%|8         | 3.42M/41.5M [01:25&lt;11:40, 56.9kB/s]
-  8%|8         | 3.43M/41.5M [01:25&lt;15:23, 43.2kB/s]
-  8%|8         | 3.45M/41.5M [01:25&lt;14:50, 44.8kB/s]
-  8%|8         | 3.45M/41.5M [01:25&lt;14:41, 45.2kB/s]
-  8%|8         | 3.46M/41.5M [01:26&lt;14:34, 45.6kB/s]
-  8%|8         | 3.47M/41.5M [01:26&lt;14:28, 45.9kB/s]
-  8%|8         | 3.48M/41.5M [01:26&lt;21:54, 30.3kB/s]
-  8%|8         | 3.48M/41.5M [01:26&lt;19:47, 33.6kB/s]
-  8%|8         | 3.49M/41.5M [01:27&lt;18:11, 36.5kB/s]
-  8%|8         | 3.50M/41.5M [01:27&lt;18:52, 35.2kB/s]
-  8%|8         | 3.51M/41.5M [01:27&lt;17:29, 37.9kB/s]
-  8%|8         | 3.52M/41.5M [01:27&lt;16:31, 40.2kB/s]
-  8%|8         | 3.52M/41.5M [01:27&lt;15:49, 41.9kB/s]
-  9%|8         | 3.53M/41.5M [01:28&lt;15:19, 43.3kB/s]
-  9%|8         | 3.54M/41.5M [01:28&lt;14:58, 44.3kB/s]
-  9%|8         | 3.55M/41.5M [01:28&lt;14:35, 45.4kB/s]
-  9%|8         | 3.57M/41.5M [01:28&lt;13:09, 50.4kB/s]
-  9%|8         | 3.58M/41.5M [01:29&lt;13:22, 49.5kB/s]
-  9%|8         | 3.59M/41.5M [01:29&lt;13:33, 48.9kB/s]
-  9%|8         | 3.60M/41.5M [01:29&lt;13:47, 48.0kB/s]
-  9%|8         | 3.61M/41.5M [01:29&lt;13:51, 47.8kB/s]
-  9%|8         | 3.62M/41.5M [01:29&lt;13:55, 47.5kB/s]
-  9%|8         | 3.62M/41.5M [01:30&lt;17:36, 37.6kB/s]
-  9%|8         | 3.63M/41.5M [01:30&lt;16:40, 39.7kB/s]
-  9%|8         | 3.64M/41.5M [01:30&lt;15:57, 41.5kB/s]
-  9%|8         | 3.65M/41.5M [01:30&lt;15:25, 42.9kB/s]
-  9%|8         | 3.66M/41.5M [01:30&lt;15:02, 43.9kB/s]
-  9%|8         | 3.66M/41.5M [01:31&lt;14:46, 44.8kB/s]
-  9%|8         | 3.67M/41.5M [01:31&lt;14:34, 45.4kB/s]
-  9%|8         | 3.68M/41.5M [01:31&lt;14:26, 45.8kB/s]
-  9%|8         | 3.69M/41.5M [01:31&lt;18:31, 35.7kB/s]
-  9%|8         | 3.70M/41.5M [01:31&lt;13:14, 49.9kB/s]
-  9%|8         | 3.71M/41.5M [01:32&lt;13:27, 49.1kB/s]
-  9%|8         | 3.72M/41.5M [01:32&lt;13:36, 48.5kB/s]
-  9%|8         | 3.73M/41.5M [01:32&lt;13:44, 48.0kB/s]
-  9%|9         | 3.74M/41.5M [01:32&lt;13:52, 47.5kB/s]
-  9%|9         | 3.75M/41.5M [01:33&lt;16:05, 41.0kB/s]
-  9%|9         | 3.77M/41.5M [01:33&lt;16:16, 40.5kB/s]
-  9%|9         | 3.78M/41.5M [01:33&lt;15:27, 42.6kB/s]
-  9%|9         | 3.79M/41.5M [01:34&lt;15:10, 43.4kB/s]
-  9%|9         | 3.80M/41.5M [01:34&lt;14:54, 44.2kB/s]
-  9%|9         | 3.80M/41.5M [01:34&lt;14:42, 44.8kB/s]
-  9%|9         | 3.81M/41.5M [01:34&lt;14:31, 45.3kB/s]
-  9%|9         | 3.82M/41.5M [01:34&lt;14:23, 45.7kB/s]
-  9%|9         | 3.83M/41.5M [01:34&lt;14:17, 46.0kB/s]
-  9%|9         | 3.84M/41.5M [01:35&lt;14:13, 46.3kB/s]
-  9%|9         | 3.85M/41.5M [01:35&lt;14:08, 46.5kB/s]
-  9%|9         | 3.87M/41.5M [01:35&lt;11:20, 57.9kB/s]
-  9%|9         | 3.88M/41.5M [01:36&lt;12:18, 53.4kB/s]
-  9%|9         | 3.90M/41.5M [01:36&lt;10:30, 62.5kB/s]
-  9%|9         | 3.91M/41.5M [01:36&lt;11:11, 58.7kB/s]
-  9%|9         | 3.91M/41.5M [01:36&lt;11:48, 55.6kB/s]
-  9%|9         | 3.92M/41.5M [01:36&lt;15:38, 42.0kB/s]
-  9%|9         | 3.94M/41.5M [01:37&lt;14:58, 43.8kB/s]
- 10%|9         | 3.95M/41.5M [01:37&lt;17:53, 36.7kB/s]
- 10%|9         | 3.95M/41.5M [01:37&lt;20:20, 32.3kB/s]
- 10%|9         | 3.96M/41.5M [01:38&lt;19:33, 33.5kB/s]
- 10%|9         | 3.97M/41.5M [01:38&lt;25:34, 25.6kB/s]
- 10%|9         | 3.98M/41.5M [01:39&lt;34:46, 18.9kB/s]
- 10%|9         | 3.98M/41.5M [01:39&lt;36:48, 17.8kB/s]
- 10%|9         | 3.99M/41.5M [01:40&lt;34:15, 19.1kB/s]
- 10%|9         | 4.00M/41.5M [01:40&lt;32:24, 20.2kB/s]
- 10%|9         | 4.01M/41.5M [01:40&lt;31:05, 21.1kB/s]
- 10%|9         | 4.02M/41.5M [01:41&lt;26:02, 25.1kB/s]
- 10%|9         | 4.02M/41.5M [01:41&lt;26:36, 24.6kB/s]
- 10%|9         | 4.03M/41.5M [01:41&lt;22:50, 28.7kB/s]
- 10%|9         | 4.04M/41.5M [01:41&lt;20:11, 32.4kB/s]
- 10%|9         | 4.05M/41.5M [01:42&lt;18:19, 35.7kB/s]
- 10%|9         | 4.05M/41.5M [01:42&lt;18:03, 36.2kB/s]
- 10%|9         | 4.06M/41.5M [01:42&lt;16:49, 38.9kB/s]
- 10%|9         | 4.07M/41.5M [01:42&lt;14:55, 43.8kB/s]
- 10%|9         | 4.08M/41.5M [01:42&lt;14:37, 44.7kB/s]
- 10%|9         | 4.09M/41.5M [01:43&lt;18:36, 35.1kB/s]
- 10%|9         | 4.09M/41.5M [01:43&lt;15:32, 42.1kB/s]
- 10%|9         | 4.11M/41.5M [01:43&lt;16:05, 40.6kB/s]
- 10%|9         | 4.12M/41.5M [01:43&lt;15:33, 42.0kB/s]
- 10%|9         | 4.12M/41.5M [01:44&lt;18:46, 34.8kB/s]
- 10%|9         | 4.13M/41.5M [01:44&lt;17:27, 37.4kB/s]
- 10%|9         | 4.14M/41.5M [01:44&lt;16:27, 39.6kB/s]
- 10%|9         | 4.15M/41.5M [01:44&lt;15:44, 41.5kB/s]
- 10%|#         | 4.16M/41.5M [01:44&lt;11:47, 55.3kB/s]
- 10%|#         | 4.17M/41.5M [01:45&lt;12:18, 53.0kB/s]
- 10%|#         | 4.19M/41.5M [01:45&lt;12:57, 50.3kB/s]
- 10%|#         | 4.20M/41.5M [01:45&lt;10:44, 60.7kB/s]
- 10%|#         | 4.21M/41.5M [01:46&lt;20:06, 32.4kB/s]
- 10%|#         | 4.23M/41.5M [01:46&lt;15:10, 42.9kB/s]
- 10%|#         | 4.23M/41.5M [01:46&lt;14:54, 43.7kB/s]
- 10%|#         | 4.24M/41.5M [01:46&lt;14:40, 44.4kB/s]
- 10%|#         | 4.25M/41.5M [01:47&lt;17:55, 36.3kB/s]
- 10%|#         | 4.26M/41.5M [01:47&lt;20:30, 31.7kB/s]
- 10%|#         | 4.27M/41.5M [01:47&lt;17:39, 36.8kB/s]
- 10%|#         | 4.29M/41.5M [01:48&lt;14:11, 45.8kB/s]
- 10%|#         | 4.30M/41.5M [01:48&lt;14:07, 46.0kB/s]
- 10%|#         | 4.30M/41.5M [01:48&lt;14:03, 46.2kB/s]
- 10%|#         | 4.31M/41.5M [01:48&lt;17:28, 37.2kB/s]
- 10%|#         | 4.32M/41.5M [01:48&lt;15:44, 41.2kB/s]
- 10%|#         | 4.33M/41.5M [01:49&lt;15:14, 42.6kB/s]
- 10%|#         | 4.34M/41.5M [01:49&lt;14:50, 43.7kB/s]
- 10%|#         | 4.34M/41.5M [01:49&lt;14:33, 44.6kB/s]
- 10%|#         | 4.35M/41.5M [01:49&lt;14:21, 45.2kB/s]
- 11%|#         | 4.36M/41.5M [01:49&lt;14:12, 45.7kB/s]
- 11%|#         | 4.37M/41.5M [01:50&lt;22:16, 29.1kB/s]
- 11%|#         | 4.38M/41.5M [01:50&lt;15:14, 42.5kB/s]
- 11%|#         | 4.39M/41.5M [01:50&lt;14:53, 43.5kB/s]
- 11%|#         | 4.40M/41.5M [01:50&lt;14:37, 44.3kB/s]
- 11%|#         | 4.41M/41.5M [01:50&lt;14:24, 45.0kB/s]
- 11%|#         | 4.41M/41.5M [01:51&lt;14:14, 45.5kB/s]
- 11%|#         | 4.42M/41.5M [01:51&lt;18:03, 35.9kB/s]
- 11%|#         | 4.44M/41.5M [01:52&lt;19:15, 33.6kB/s]
- 11%|#         | 4.45M/41.5M [01:52&lt;17:55, 36.1kB/s]
- 11%|#         | 4.45M/41.5M [01:52&lt;16:52, 38.4kB/s]
- 11%|#         | 4.46M/41.5M [01:52&lt;19:45, 32.8kB/s]
- 11%|#         | 4.47M/41.5M [01:52&lt;18:06, 35.7kB/s]
- 11%|#         | 4.48M/41.5M [01:53&lt;16:53, 38.3kB/s]
- 11%|#         | 4.49M/41.5M [01:53&lt;12:24, 52.1kB/s]
- 11%|#         | 4.50M/41.5M [01:53&lt;12:44, 50.7kB/s]
- 11%|#         | 4.51M/41.5M [01:53&lt;13:00, 49.7kB/s]
- 11%|#         | 4.52M/41.5M [01:53&lt;10:25, 62.0kB/s]
- 11%|#         | 4.53M/41.5M [01:53&lt;11:11, 57.7kB/s]
- 11%|#         | 4.55M/41.5M [01:54&lt;12:14, 52.7kB/s]
- 11%|#         | 4.56M/41.5M [01:54&lt;10:17, 62.7kB/s]
- 11%|#1        | 4.57M/41.5M [01:54&lt;13:50, 46.6kB/s]
- 11%|#1        | 4.59M/41.5M [01:54&lt;09:29, 67.9kB/s]
- 11%|#1        | 4.60M/41.5M [01:55&lt;10:16, 62.7kB/s]
- 11%|#1        | 4.61M/41.5M [01:55&lt;10:59, 58.6kB/s]
- 11%|#1        | 4.62M/41.5M [01:55&lt;11:37, 55.5kB/s]
- 11%|#1        | 4.62M/41.5M [01:55&lt;12:08, 53.1kB/s]
- 11%|#1        | 4.63M/41.5M [01:55&lt;12:33, 51.3kB/s]
- 11%|#1        | 4.64M/41.5M [01:56&lt;16:35, 38.8kB/s]
- 11%|#1        | 4.66M/41.5M [01:56&lt;15:20, 41.9kB/s]
- 11%|#1        | 4.66M/41.5M [01:56&lt;14:57, 43.0kB/s]
- 11%|#1        | 4.67M/41.5M [01:56&lt;14:38, 43.9kB/s]
- 11%|#1        | 4.68M/41.5M [01:57&lt;18:02, 35.6kB/s]
- 11%|#1        | 4.69M/41.5M [01:57&lt;20:39, 31.1kB/s]
- 11%|#1        | 4.70M/41.5M [01:57&lt;22:34, 28.5kB/s]
- 11%|#1        | 4.71M/41.5M [01:58&lt;18:36, 34.5kB/s]
- 11%|#1        | 4.72M/41.5M [01:58&lt;20:44, 31.0kB/s]
- 11%|#1        | 4.73M/41.5M [01:58&lt;18:55, 33.9kB/s]
- 11%|#1        | 4.73M/41.5M [01:59&lt;17:31, 36.7kB/s]
- 11%|#1        | 4.74M/41.5M [01:59&lt;16:27, 39.0kB/s]
- 11%|#1        | 4.76M/41.5M [01:59&lt;12:13, 52.5kB/s]
- 11%|#1        | 4.77M/41.5M [01:59&lt;12:34, 51.1kB/s]
- 12%|#1        | 4.77M/41.5M [01:59&lt;12:51, 49.9kB/s]
- 12%|#1        | 4.78M/41.5M [01:59&lt;13:04, 49.1kB/s]
- 12%|#1        | 4.79M/41.5M [02:00&lt;13:14, 48.5kB/s]
- 12%|#1        | 4.80M/41.5M [02:00&lt;10:25, 61.5kB/s]
- 12%|#1        | 4.81M/41.5M [02:00&lt;11:11, 57.3kB/s]
- 12%|#1        | 4.82M/41.5M [02:00&lt;15:18, 41.9kB/s]
- 12%|#1        | 4.84M/41.5M [02:01&lt;12:04, 53.1kB/s]
- 12%|#1        | 4.85M/41.5M [02:01&lt;13:03, 49.0kB/s]
- 12%|#1        | 4.86M/41.5M [02:01&lt;13:11, 48.5kB/s]
- 12%|#1        | 4.87M/41.5M [02:01&lt;13:18, 48.1kB/s]
- 12%|#1        | 4.88M/41.5M [02:01&lt;13:23, 47.8kB/s]
- 12%|#1        | 4.88M/41.5M [02:02&lt;13:27, 47.5kB/s]
- 12%|#1        | 4.89M/41.5M [02:02&lt;13:30, 47.3kB/s]
- 12%|#1        | 4.90M/41.5M [02:02&lt;13:32, 47.2kB/s]
- 12%|#1        | 4.91M/41.5M [02:02&lt;17:30, 36.5kB/s]
- 12%|#1        | 4.93M/41.5M [02:03&lt;15:21, 41.6kB/s]
- 12%|#1        | 4.94M/41.5M [02:03&lt;17:51, 35.8kB/s]
- 12%|#1        | 4.95M/41.5M [02:03&lt;17:39, 36.2kB/s]
- 12%|#1        | 4.95M/41.5M [02:03&lt;16:39, 38.3kB/s]
- 12%|#1        | 4.96M/41.5M [02:04&lt;19:24, 32.9kB/s]
- 12%|#1        | 4.97M/41.5M [02:04&lt;21:32, 29.6kB/s]
- 12%|#1        | 4.98M/41.5M [02:05&lt;26:56, 23.7kB/s]
- 12%|#2        | 4.99M/41.5M [02:05&lt;21:02, 30.3kB/s]
- 12%|#2        | 5.00M/41.5M [02:05&lt;19:15, 33.1kB/s]
- 12%|#2        | 5.01M/41.5M [02:06&lt;21:17, 30.0kB/s]
- 12%|#2        | 5.02M/41.5M [02:06&lt;19:13, 33.2kB/s]
- 12%|#2        | 5.02M/41.5M [02:06&lt;21:26, 29.7kB/s]
- 12%|#2        | 5.04M/41.5M [02:07&lt;30:25, 20.9kB/s]
- 12%|#2        | 5.05M/41.5M [02:07&lt;26:23, 24.1kB/s]
- 12%|#2        | 5.05M/41.5M [02:08&lt;26:35, 24.0kB/s]
- 12%|#2        | 5.06M/41.5M [02:08&lt;23:06, 27.5kB/s]
- 12%|#2        | 5.07M/41.5M [02:08&lt;20:28, 31.1kB/s]
- 12%|#2        | 5.08M/41.5M [02:09&lt;26:12, 24.3kB/s]
- 12%|#2        | 5.09M/41.5M [02:09&lt;20:32, 31.0kB/s]
- 12%|#2        | 5.10M/41.5M [02:09&lt;18:51, 33.7kB/s]
- 12%|#2        | 5.11M/41.5M [02:09&lt;17:29, 36.3kB/s]
- 12%|#2        | 5.12M/41.5M [02:09&lt;16:26, 38.7kB/s]
- 12%|#2        | 5.12M/41.5M [02:10&lt;15:38, 40.6kB/s]
- 12%|#2        | 5.13M/41.5M [02:10&lt;15:02, 42.2kB/s]
- 12%|#2        | 5.14M/41.5M [02:10&lt;14:36, 43.5kB/s]
- 12%|#2        | 5.15M/41.5M [02:10&lt;14:18, 44.4kB/s]
- 12%|#2        | 5.16M/41.5M [02:11&lt;18:04, 35.1kB/s]
- 12%|#2        | 5.17M/41.5M [02:11&lt;12:54, 49.2kB/s]
- 12%|#2        | 5.18M/41.5M [02:11&lt;13:03, 48.6kB/s]
- 13%|#2        | 5.19M/41.5M [02:11&lt;13:10, 48.1kB/s]
- 13%|#2        | 5.20M/41.5M [02:11&lt;10:26, 60.7kB/s]
- 13%|#2        | 5.21M/41.5M [02:11&lt;11:09, 56.8kB/s]
- 13%|#2        | 5.22M/41.5M [02:12&lt;11:45, 53.9kB/s]
- 13%|#2        | 5.23M/41.5M [02:12&lt;15:46, 40.2kB/s]
- 13%|#2        | 5.24M/41.5M [02:12&lt;11:55, 53.2kB/s]
- 13%|#2        | 5.25M/41.5M [02:12&lt;15:27, 41.0kB/s]
- 13%|#2        | 5.27M/41.5M [02:13&lt;14:40, 43.1kB/s]
- 13%|#2        | 5.27M/41.5M [02:13&lt;14:24, 43.9kB/s]
- 13%|#2        | 5.28M/41.5M [02:13&lt;17:27, 36.3kB/s]
- 13%|#2        | 5.29M/41.5M [02:13&lt;16:26, 38.5kB/s]
- 13%|#2        | 5.30M/41.5M [02:14&lt;15:38, 40.4kB/s]
- 13%|#2        | 5.30M/41.5M [02:14&lt;22:31, 28.1kB/s]
- 13%|#2        | 5.32M/41.5M [02:14&lt;15:32, 40.7kB/s]
- 13%|#2        | 5.33M/41.5M [02:15&lt;18:17, 34.6kB/s]
- 13%|#2        | 5.34M/41.5M [02:15&lt;17:03, 37.0kB/s]
- 13%|#2        | 5.34M/41.5M [02:15&lt;19:42, 32.1kB/s]
- 13%|#2        | 5.35M/41.5M [02:15&lt;17:58, 35.1kB/s]
- 13%|#2        | 5.36M/41.5M [02:16&lt;16:42, 37.8kB/s]
- 13%|#2        | 5.37M/41.5M [02:16&lt;15:46, 40.0kB/s]
- 13%|#2        | 5.38M/41.5M [02:16&lt;15:05, 41.8kB/s]
- 13%|#2        | 5.38M/41.5M [02:16&lt;14:36, 43.2kB/s]
- 13%|#2        | 5.39M/41.5M [02:16&lt;14:16, 44.2kB/s]
- 13%|#3        | 5.40M/41.5M [02:16&lt;14:01, 45.0kB/s]
- 13%|#3        | 5.41M/41.5M [02:17&lt;13:51, 45.5kB/s]
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- 13%|#3        | 5.49M/41.5M [02:18&lt;10:17, 61.1kB/s]
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- 13%|#3        | 5.52M/41.5M [02:18&lt;09:52, 63.7kB/s]
- 13%|#3        | 5.52M/41.5M [02:19&lt;13:55, 45.1kB/s]
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- 14%|#3        | 5.66M/41.5M [02:22&lt;16:28, 38.0kB/s]
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- 14%|#3        | 5.69M/41.5M [02:22&lt;14:38, 42.7kB/s]
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- 14%|#3        | 5.71M/41.5M [02:23&lt;13:49, 45.2kB/s]
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- 14%|#4        | 5.81M/41.5M [02:25&lt;13:15, 47.0kB/s]
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- 14%|#4        | 5.84M/41.5M [02:26&lt;13:16, 46.9kB/s]
- 14%|#4        | 5.84M/41.5M [02:26&lt;13:16, 46.9kB/s]
- 14%|#4        | 5.85M/41.5M [02:26&lt;17:07, 36.4kB/s]
- 14%|#4        | 5.87M/41.5M [02:27&lt;15:22, 40.5kB/s]
- 14%|#4        | 5.88M/41.5M [02:27&lt;18:06, 34.4kB/s]
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- 14%|#4        | 5.89M/41.5M [02:28&lt;19:12, 32.4kB/s]
- 14%|#4        | 5.90M/41.5M [02:28&lt;18:26, 33.7kB/s]
- 14%|#4        | 5.91M/41.5M [02:28&lt;16:58, 36.6kB/s]
- 14%|#4        | 5.91M/41.5M [02:28&lt;15:54, 39.1kB/s]
- 14%|#4        | 5.92M/41.5M [02:28&lt;15:07, 41.1kB/s]
- 14%|#4        | 5.93M/41.5M [02:29&lt;22:24, 27.7kB/s]
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- 14%|#4        | 5.95M/41.5M [02:29&lt;16:37, 37.3kB/s]
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- 16%|#6        | 6.64M/41.5M [02:45&lt;08:05, 75.2kB/s]
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