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Posted to commits@tvm.apache.org by tq...@apache.org on 2024/02/07 00:35:54 UTC
(tvm-site) branch asf-site updated: deploying docs (apache/tvm@6a2459f185d09e33abfbe67ad4b2512610f2868b)
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 5268c36cbe deploying docs (apache/tvm@6a2459f185d09e33abfbe67ad4b2512610f2868b)
5268c36cbe is described below
commit 5268c36cbe23be9e295f48e890810a357e40b8f4
Author: tvm-bot <95...@users.noreply.github.com>
AuthorDate: Wed Feb 7 00:35:49 2024 +0000
deploying docs (apache/tvm@6a2459f185d09e33abfbe67ad4b2512610f2868b)
---
.../how_to/compile_models/from_darknet.rst.txt | 2 +-
.../how_to/compile_models/from_mxnet.rst.txt | 2 +-
.../how_to/compile_models/from_oneflow.rst.txt | 2 +-
.../how_to/compile_models/from_pytorch.rst.txt | 2 +-
.../how_to/compile_models/from_tensorflow.rst.txt | 2 +-
.../compile_models/sg_execution_times.rst.txt | 22 +-
.../deploy_models/deploy_model_on_adreno.rst.txt | 4 +-
.../deploy_model_on_adreno_tvmc.rst.txt | 2 +-
.../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 | 2 +-
.../how_to/deploy_models/deploy_quantized.rst.txt | 2 +-
.../deploy_models/sg_execution_times.rst.txt | 20 +-
.../extend_tvm/bring_your_own_datatypes.rst.txt | 2 +-
.../how_to/extend_tvm/sg_execution_times.rst.txt | 8 +-
.../how_to/extend_tvm/use_pass_instrument.rst.txt | 16 +-
.../optimize_operators/opt_conv_cuda.rst.txt | 2 +-
.../optimize_operators/opt_conv_tensorcore.rst.txt | 2 +-
.../how_to/optimize_operators/opt_gemm.rst.txt | 16 +-
.../optimize_operators/sg_execution_times.rst.txt | 8 +-
.../sg_execution_times.rst.txt | 14 +-
.../tune_network_cuda.rst.txt | 4 +-
.../tune_network_x86.rst.txt | 4 +-
.../tune_with_autotvm/sg_execution_times.rst.txt | 10 +-
.../tune_with_autotvm/tune_conv2d_cuda.rst.txt | 2 +-
.../work_with_microtvm/micro_autotune.rst.txt | 18 +-
.../work_with_microtvm/micro_pytorch.rst.txt | 4 +-
.../how_to/work_with_microtvm/micro_train.rst.txt | 16 +-
.../work_with_microtvm/sg_execution_times.rst.txt | 14 +-
.../work_with_relay/sg_execution_times.rst.txt | 8 +-
.../how_to/work_with_schedules/intrin_math.rst.txt | 2 +-
.../work_with_schedules/sg_execution_times.rst.txt | 12 +-
.../tutorials/autotvm/sg_execution_times.rst.txt | 4 +-
.../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 | 11 +-
docs/_sources/tutorial/autotvm_matmul_x86.rst.txt | 20 +-
docs/_sources/tutorial/autotvm_relay_x86.rst.txt | 57 ++--
.../tutorial/cross_compilation_and_rpc.rst.txt | 2 +-
docs/_sources/tutorial/intro_topi.rst.txt | 2 +-
docs/_sources/tutorial/sg_execution_times.rst.txt | 18 +-
.../tutorial/tensor_expr_get_started.rst.txt | 42 +--
docs/commit_hash | 2 +-
docs/how_to/compile_models/from_darknet.html | 2 +-
docs/how_to/compile_models/from_mxnet.html | 2 +-
docs/how_to/compile_models/from_oneflow.html | 15 +-
docs/how_to/compile_models/from_pytorch.html | 12 +-
docs/how_to/compile_models/from_tensorflow.html | 2 +-
docs/how_to/compile_models/sg_execution_times.html | 22 +-
.../deploy_models/deploy_model_on_adreno.html | 4 +-
.../deploy_models/deploy_model_on_adreno_tvmc.html | 23 +-
.../deploy_models/deploy_model_on_android.html | 2 +-
.../deploy_object_detection_pytorch.html | 61 ++---
docs/how_to/deploy_models/deploy_prequantized.html | 9 +-
.../deploy_models/deploy_prequantized_tflite.html | 2 +-
docs/how_to/deploy_models/deploy_quantized.html | 2 +-
docs/how_to/deploy_models/sg_execution_times.html | 20 +-
.../extend_tvm/bring_your_own_datatypes.html | 2 +-
docs/how_to/extend_tvm/sg_execution_times.html | 8 +-
docs/how_to/extend_tvm/use_pass_instrument.html | 16 +-
docs/how_to/optimize_operators/opt_conv_cuda.html | 2 +-
.../optimize_operators/opt_conv_tensorcore.html | 2 +-
docs/how_to/optimize_operators/opt_gemm.html | 16 +-
.../optimize_operators/sg_execution_times.html | 8 +-
.../sg_execution_times.html | 14 +-
.../tune_with_autoscheduler/tune_network_cuda.html | 4 +-
.../tune_with_autoscheduler/tune_network_x86.html | 4 +-
.../tune_with_autotvm/sg_execution_times.html | 10 +-
.../how_to/tune_with_autotvm/tune_conv2d_cuda.html | 2 +-
docs/how_to/work_with_microtvm/micro_autotune.html | 18 +-
docs/how_to/work_with_microtvm/micro_pytorch.html | 6 +-
docs/how_to/work_with_microtvm/micro_train.html | 16 +-
.../work_with_microtvm/sg_execution_times.html | 14 +-
.../how_to/work_with_relay/sg_execution_times.html | 8 +-
docs/how_to/work_with_schedules/intrin_math.html | 2 +-
.../work_with_schedules/sg_execution_times.html | 12 +-
.../namespacetvm_1_1relax_1_1transform.html | 22 +-
.../reference/api/doxygen/relax_2transform_8h.html | 2 +-
.../api/doxygen/relax_2transform_8h_source.html | 296 ++++++++++-----------
docs/reference/api/python/auto_scheduler.html | 4 +-
.../api/typedoc/classes/ArtifactCache.html | 8 +-
docs/reference/api/typedoc/classes/DLDataType.html | 14 +-
docs/reference/api/typedoc/classes/DLDevice.html | 12 +-
docs/reference/api/typedoc/classes/Instance.html | 104 ++++----
docs/reference/api/typedoc/classes/Module.html | 12 +-
docs/reference/api/typedoc/classes/NDArray.html | 30 +--
docs/reference/api/typedoc/classes/RPCServer.html | 16 +-
docs/reference/api/typedoc/classes/Scalar.html | 8 +-
docs/reference/api/typedoc/classes/TVMArray.html | 16 +-
docs/reference/api/typedoc/classes/TVMObject.html | 12 +-
.../api/typedoc/classes/VirtualMachine.html | 10 +-
.../classes/_internal_.CachedCallStack.html | 36 +--
.../classes/_internal_.CanvasRenderManager.html | 10 +-
.../typedoc/classes/_internal_.Environment.html | 14 +-
.../api/typedoc/classes/_internal_.FFILibrary.html | 22 +-
.../api/typedoc/classes/_internal_.Memory.html | 36 +--
.../typedoc/classes/_internal_.PackedFuncCell.html | 8 +-
.../typedoc/classes/_internal_.RuntimeContext.html | 54 ++--
.../api/typedoc/classes/_internal_.TVMString.html | 14 +-
.../typedoc/classes/_internal_.WebGPUContext.html | 28 +-
.../typedoc/enums/_internal_.RPCServerState.html | 14 +-
docs/reference/api/typedoc/functions/assert.html | 2 +-
.../api/typedoc/functions/createPolyfillWASI.html | 2 +-
.../api/typedoc/functions/detectGPUDevice.html | 2 +-
.../api/typedoc/functions/hasNDArrayInCache.html | 2 +-
.../api/typedoc/functions/instantiate.html | 2 +-
docs/reference/api/typedoc/functions/wasmPath.html | 2 +-
.../api/typedoc/interfaces/Disposable.html | 4 +-
.../typedoc/interfaces/GPUDeviceDetectOutput.html | 8 +-
.../api/typedoc/interfaces/InitProgressReport.html | 10 +-
.../api/typedoc/interfaces/LibraryProvider.html | 6 +-
.../interfaces/_internal_.FunctionInfo.html | 8 +-
.../interfaces/_internal_.NDArrayCacheEntry.html | 14 +-
.../interfaces/_internal_.NDArrayShardEntry.html | 10 +-
.../api/typedoc/types/InitProgressCallback.html | 2 +-
docs/reference/api/typedoc/types/PackedFunc.html | 2 +-
.../types/_internal_.FObjectConstructor.html | 2 +-
.../types/_internal_.FTVMWasmAllocSpace.html | 2 +-
.../types/_internal_.FTVMWasmFreeSpace.html | 2 +-
.../types/_internal_.FTVMWasmPackedCFunc.html | 2 +-
.../api/typedoc/types/_internal_.Pointer.html | 2 +-
.../typedoc/types/_internal_.TVMObjectBase.html | 2 +-
docs/searchindex.js | 2 +-
.../vta/tutorials/autotvm/sg_execution_times.html | 4 +-
.../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 | 7 +-
docs/tutorial/autotvm_matmul_x86.html | 20 +-
docs/tutorial/autotvm_relay_x86.html | 262 +++++++++---------
docs/tutorial/cross_compilation_and_rpc.html | 2 +-
docs/tutorial/intro_topi.html | 2 +-
docs/tutorial/sg_execution_times.html | 18 +-
docs/tutorial/tensor_expr_get_started.html | 42 +--
140 files changed, 1021 insertions(+), 1008 deletions(-)
diff --git a/docs/_sources/how_to/compile_models/from_darknet.rst.txt b/docs/_sources/how_to/compile_models/from_darknet.rst.txt
index 18d4284add..f7f5b59381 100644
--- a/docs/_sources/how_to/compile_models/from_darknet.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_darknet.rst.txt
@@ -318,7 +318,7 @@ The process is no different from other examples.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 29.018 seconds)
+ **Total running time of the script:** ( 1 minutes 26.906 seconds)
.. _sphx_glr_download_how_to_compile_models_from_darknet.py:
diff --git a/docs/_sources/how_to/compile_models/from_mxnet.rst.txt b/docs/_sources/how_to/compile_models/from_mxnet.rst.txt
index 67cc6e4a66..03ba74887d 100644
--- a/docs/_sources/how_to/compile_models/from_mxnet.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_mxnet.rst.txt
@@ -116,7 +116,7 @@ In this section, we download a pretrained imagenet model and classify an image.
.. code-block:: none
- Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zipca0e531b-4fde-4406-85af-8019f3fedf5f from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/resnet18_v1-a0666292.zip...
+ Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zipda498906-fc40-4541-9237-9aaf4a2e31c1 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 f431d85e72..0683465cb4 100644
--- a/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
@@ -121,7 +121,7 @@ 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
- 0%| | 0.00/41.5M [00:00<?, ?B/s] 19%|#9 | 7.99M/41.5M [00:00<00:01, 32.4MB/s] 35%|###4 | 14.3M/41.5M [00:00<00:00, 39.1MB/s] 44%|####4 | 18.3M/41.5M [00:00<00:00, 37.6MB/s] 54%|#####3 | 22.3M/41.5M [00:00<00:00, 37.5MB/s] 66%|######5 | 27.3M/41.5M [00:00<00:00, 41.8MB/s] 81%|########1 | 33.6M/41.5M [00:00<00:00, 48.9MB/s] 93%|#########2| 38.5M/41.5M [00:01<00:00, 34.2MB/s] 100%|##########| 41.5M/41.5M [00:01<00:00, 37.9MB/s]
+ 0%| | 0.00/41.5M [00:00<?, ?B/s] 15%|#5 | 6.33M/41.5M [00:00<00:00, 64.2MB/s] 30%|### | 12.5M/41.5M [00:00<00:00, 54.7MB/s] 43%|####2 | 17.8M/41.5M [00:00<00:00, 39.9MB/s] 58%|#####7 | 24.0M/41.5M [00:00<00:00, 36.7MB/s] 77%|#######7 | 32.0M/41.5M [00:00<00:00, 47.5MB/s] 92%|#########2| 38.3M/41.5M [00:00<00:00, 50.2MB/s] 100%|##########| 41.5M/41.5M [00:00<00:00, 45.5MB/s]
diff --git a/docs/_sources/how_to/compile_models/from_pytorch.rst.txt b/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
index 7aa3f9811a..4e97e38ad8 100644
--- a/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
@@ -101,7 +101,7 @@ Load a pretrained PyTorch model
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet18_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet18_Weights.DEFAULT` to get the most up-to-date weights.
warnings.warn(msg)
Downloading: "https://download.pytorch.org/models/resnet18-f37072fd.pth" to /workspace/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth
- 0%| | 0.00/44.7M [00:00<?, ?B/s] 18%|#7 | 7.99M/44.7M [00:00<00:00, 45.1MB/s] 36%|###5 | 16.0M/44.7M [00:00<00:00, 44.6MB/s] 54%|#####3 | 24.0M/44.7M [00:00<00:00, 51.3MB/s] 72%|#######1 | 32.0M/44.7M [00:00<00:00, 59.5MB/s] 90%|########9 | 40.0M/44.7M [00:00<00:00, 61.4MB/s] 100%|##########| 44.7M/44.7M [00:00<00:00, 61.1MB/s]
+ 0%| | 0.00/44.7M [00:00<?, ?B/s] 18%|#7 | 7.99M/44.7M [00:00<00:00, 49.4MB/s] 36%|###5 | 16.0M/44.7M [00:00<00:00, 64.7MB/s] 55%|#####4 | 24.4M/44.7M [00:00<00:00, 74.1MB/s] 71%|#######1 | 31.9M/44.7M [00:00<00:00, 63.2MB/s] 90%|########9 | 40.0M/44.7M [00:00<00:00, 54.4MB/s] 100%|##########| 44.7M/44.7M [00:00<00:00, 51.2MB/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 59cc0666bc..6467d6d3e3 100644
--- a/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
@@ -430,7 +430,7 @@ Run the corresponding model on tensorflow
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 25.928 seconds)
+ **Total running time of the script:** ( 1 minutes 25.821 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 1bbd9d27e2..f895cc56cc 100644
--- a/docs/_sources/how_to/compile_models/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/compile_models/sg_execution_times.rst.txt
@@ -5,26 +5,26 @@
Computation times
=================
-**06:48.232** total execution time for **how_to_compile_models** files:
+**06:45.843** total execution time for **how_to_compile_models** files:
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``) | 01:29.018 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``) | 01:26.906 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``) | 01:25.928 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``) | 01:25.821 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``) | 00:57.955 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``) | 00:57.915 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``) | 00:40.521 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``) | 00:40.443 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``) | 00:35.517 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``) | 00:35.801 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_mxnet.py` (``from_mxnet.py``) | 00:32.634 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_mxnet.py` (``from_mxnet.py``) | 00:32.642 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``) | 00:27.034 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``) | 00:27.073 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``) | 00:25.541 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``) | 00:25.537 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``) | 00:11.374 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``) | 00:10.979 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``) | 00:02.709 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``) | 00:02.725 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/deploy_models/deploy_model_on_adreno.rst.txt b/docs/_sources/how_to/deploy_models/deploy_model_on_adreno.rst.txt
index c27ae8e87d..84f6197895 100644
--- a/docs/_sources/how_to/deploy_models/deploy_model_on_adreno.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_model_on_adreno.rst.txt
@@ -673,7 +673,7 @@ well as provides information about the model's performance
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 3991.6639 3989.8288 4005.6129 3988.9358 4.7853
+ 3990.5257 3991.3653 3994.4083 3985.5099 2.9796
@@ -681,7 +681,7 @@ well as provides information about the model's performance
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 16.117 seconds)
+ **Total running time of the script:** ( 1 minutes 16.079 seconds)
.. _sphx_glr_download_how_to_deploy_models_deploy_model_on_adreno.py:
diff --git a/docs/_sources/how_to/deploy_models/deploy_model_on_adreno_tvmc.rst.txt b/docs/_sources/how_to/deploy_models/deploy_model_on_adreno_tvmc.rst.txt
index 2b9f90b490..50f24b7e6c 100644
--- a/docs/_sources/how_to/deploy_models/deploy_model_on_adreno_tvmc.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_model_on_adreno_tvmc.rst.txt
@@ -127,7 +127,7 @@ Make a Keras Resnet50 Model
.. code-block:: none
Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/resnet/resnet50_weights_tf_dim_ordering_tf_kernels.h5
- 8192/102967424 [..............................] - ETA: 0s 6635520/102967424 [>.............................] - ETA: 1s 8380416/102967424 [=>............................] - ETA: 1s 16769024/102967424 [===>..........................] - ETA: 1s 25157632/102967424 [======>.......................] - ETA: 1s 33546240/102967424 [========>.....................] - ETA: 1s 40189952/102967424 [==========>...................] - ETA: 0s 41934848/102967424 [===========>..................] - ETA: 1s
49184768/102967424 [=============>................] - ETA: 0s 50323456/102967424 [=============>................] - ETA: 0s 56967168/102967424 [===============>..............] - ETA: 0s 58712064/102967424 [================>.............] - ETA: 0s 65355776/102967424 [==================>...........] - ETA: 0s 67100672/102967424 [==================>...........] - ETA: 0s 69296128/102967424 [===================>..........] - ETA: 0s 75489280/102967424 [====================>.........] -
ETA: 0s 83877888/102967424 [=======================>......] - ETA: 0s 86671360/102967424 [========================>.....] - ETA: 0s 90521600/102967424 [=========================>....] - ETA: 0s 92266496/102967424 [=========================>....] - ETA: 0s 98910208/102967424 [===========================>..] - ETA: 0s 100646912/102967424 [============================>.] - ETA: 0s 102850560/102967424 [============================>.] - ETA: 0s 102967424/102967424
[==============================] - 2s 0us/step
+ 8192/102967424 [..............................] - ETA: 0s 8380416/102967424 [=>............................] - ETA: 1s 15024128/102967424 [===>..........................] - ETA: 1s 16769024/102967424 [===>..........................] - ETA: 2s 22102016/102967424 [=====>........................] - ETA: 1s 23412736/102967424 [=====>........................] - ETA: 1s 26206208/102967424 [======>.......................] - ETA: 1s 33546240/102967424 [========>.....................] - ETA: 1s
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ETA: 0s 83877888/102967424 [=======================>......] - ETA: 0s 92266496/102967424 [=========================>....] - ETA: 0s 100646912/102967424 [============================>.] - ETA: 0s 100794368/102967424 [============================>.] - ETA: 0s 102967424/102967424 [==============================] - 2s 0us/step
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 26fa22abe7..dbbbb4907b 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
@@ -437,7 +437,7 @@ Execute on TVM
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 14.3470 14.2405 14.9508 13.9177 0.3702
+ 14.0373 14.0566 14.1889 13.8782 0.1140
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 c1a2bb7cab..2cbd705c86 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
@@ -130,7 +130,7 @@ Load pre-trained maskrcnn from torchvision and do tracing
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=MaskRCNN_ResNet50_FPN_Weights.COCO_V1`. You can also use `weights=MaskRCNN_ResNet50_FPN_Weights.DEFAULT` to get the most up-to-date weights.
warnings.warn(msg)
Downloading: "https://download.pytorch.org/models/maskrcnn_resnet50_fpn_coco-bf2d0c1e.pth" to /workspace/.cache/torch/hub/checkpoints/maskrcnn_resnet50_fpn_coco-bf2d0c1e.pth
- 0%| | 0.00/170M [00:00<?, ?B/s] 5%|4 | 7.99M/170M [00:00<00:04, 42.3MB/s] 8%|8 | 14.3M/170M [00:00<00:03, 48.1MB/s] 11%|#1 | 19.0M/170M [00:00<00:04, 38.5MB/s] 14%|#4 | 24.0M/170M [00:00<00:04, 33.5MB/s] 19%|#8 | 32.0M/170M [00:00<00:03, 40.3MB/s] 24%|##3 | 40.0M/170M [00:00<00:03, 44.5MB/s] 27%|##7 | 46.3M/170M [00:01<00:02, 44.1MB/s] 30%|##9 | 50.6M/170M [00:01<00:03, 40.7MB/s] 33%|###2 | 56.0M/170M [00:01<00:02, 41.6MB/s] 37%|###6 | 62.3M/170M [00:01<00:03, 32.9MB/s] 39%|###8 | 65.7M/170M [00:01<00:03, 31.0MB/s] 42%|####2 | 72.0M/170M [00:01<00:02, 34.7MB/s] 46%|####6 | 78.3M/170M [00:02<00:02, 38.4MB/s] 48%|####8 | 82.1M/170M [00:02<00:02, 36.0MB/s] 52%|#####1 | 87.7M/170M [00:02<00:02, 38.7MB/s] 54%|#####3 | 91.5M/170M [00:02<00:02, 35.0MB/s] 57%|#####6 | 96.0M/170M [00:02<00:02, 32.7MB/
s] 61%|######1 | 104M/170M [00:02<00:01, 39.4MB/s] 66%|######5 | 112M/170M [00:03<00:01, 44.0MB/s] 71%|####### | 120M/170M [00:03<00:01, 47.9MB/s] 75%|#######5 | 128M/170M [00:03<00:00, 52.0MB/s] 79%|#######9 | 134M/170M [00:03<00:00, 51.6MB/s] 82%|########1 | 139M/170M [00:03<00:00, 50.4MB/s] 85%|########4 | 144M/170M [00:03<00:00, 50.0MB/s] 89%|########9 | 152M/170M [00:03<00:00, 37.7MB/s] 93%|#########3| 158M/170M [00:04<00:00, 40.8MB/s] 96%|#########5| 163M/170M [00:04<00:00, 37.7MB/s] 99%|#########8| 168M/170M [00:04<00:00, 39.8MB/s] 100%|##########| 170M/170M [00:04<00:00, 40.7MB/s]
+ 0%| | 0.00/170M [00:00<?, ?B/s] 4%|3 | 6.30M/170M [00:00<00:04, 40.8MB/s] 6%|6 | 10.2M/170M [00:00<00:05, 30.7MB/s] 8%|8 | 14.3M/170M [00:00<00:05, 30.0MB/s] 10%|# | 17.2M/170M [00:00<00:05, 27.4MB/s] 14%|#4 | 24.0M/170M [00:00<00:04, 30.9MB/s] 19%|#8 | 32.0M/170M [00:01<00:04, 32.6MB/s] 24%|##3 | 40.0M/170M [00:01<00:03, 41.8MB/s] 28%|##8 | 48.0M/170M [00:01<00:02, 48.0MB/s] 33%|###2 | 56.0M/170M [00:01<00:02, 53.8MB/s] 38%|###7 | 64.0M/170M [00:01<00:02, 54.8MB/s] 42%|####2 | 72.0M/170M [00:01<00:01, 57.3MB/s] 46%|####6 | 78.3M/170M [00:01<00:02, 47.7MB/s] 49%|####8 | 83.2M/170M [00:02<00:01, 46.2MB/s] 52%|#####1 | 87.8M/170M [00:02<00:01, 44.9MB/s] 54%|#####4 | 92.2M/170M [00:02<00:01, 42.7MB/s] 57%|#####6 | 96.3M/170M [00:02<00:01, 40.7MB/s] 61%|######1 | 104M/170M [00:02<00:01, 44.4MB/s
] 66%|######5 | 112M/170M [00:02<00:01, 46.3MB/s] 71%|####### | 120M/170M [00:02<00:01, 46.7MB/s] 74%|#######4 | 126M/170M [00:03<00:01, 44.5MB/s] 77%|#######6 | 131M/170M [00:03<00:01, 41.0MB/s] 79%|#######9 | 134M/170M [00:03<00:00, 38.0MB/s] 81%|########1 | 138M/170M [00:03<00:00, 37.1MB/s] 85%|########4 | 144M/170M [00:03<00:00, 36.2MB/s] 88%|########8 | 150M/170M [00:03<00:00, 39.1MB/s] 91%|######### | 154M/170M [00:03<00:00, 36.4MB/s] 94%|#########4| 160M/170M [00:04<00:00, 33.4MB/s] 96%|#########6| 163M/170M [00:04<00:00, 32.9MB/s] 99%|#########8| 168M/170M [00:04<00:00, 35.3MB/s] 100%|##########| 170M/170M [00:04<00:00, 40.4MB/s]
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/nn/functional.py:3912: 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).
(torch.floor((input.size(i + 2).float() * torch.tensor(scale_factors[i], dtype=torch.float32)).float()))
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torchvision/ops/boxes.py:157: 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).
@@ -292,7 +292,7 @@ Get boxes with score larger than 0.9
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 3 minutes 18.327 seconds)
+ **Total running time of the script:** ( 3 minutes 18.058 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 01f32ccdf9..e464d80cbf 100644
--- a/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_prequantized.rst.txt
@@ -227,7 +227,7 @@ training. Other models require a full post training calibration.
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=MobileNet_V2_Weights.IMAGENET1K_V1`. You can also use `weights=MobileNet_V2_Weights.DEFAULT` to get the most up-to-date weights.
warnings.warn(msg)
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] 59%|#####8 | 7.99M/13.6M [00:00<00:00, 42.4MB/s] 100%|##########| 13.6M/13.6M [00:00<00:00, 59.9MB/s]
+ 0%| | 0.00/13.6M [00:00<?, ?B/s] 47%|####6 | 6.30M/13.6M [00:00<00:00, 54.0MB/s] 85%|########4 | 11.5M/13.6M [00:00<00:00, 45.4MB/s] 100%|##########| 13.6M/13.6M [00:00<00:00, 30.3MB/s]
@@ -409,7 +409,7 @@ 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)
- 85.8565 85.8181 86.5225 85.5201 0.1851
+ 85.8499 85.7669 90.2811 85.4211 0.5409
@@ -457,7 +457,7 @@ TODO
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 23.467 seconds)
+ **Total running time of the script:** ( 1 minutes 23.870 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 66ffe29129..97d7696546 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
@@ -423,7 +423,7 @@ 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)
- 105.3708 105.0166 107.6633 103.9523 1.0550
+ 103.0370 102.7011 108.8385 101.6848 1.1458
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 d2991fca88..fe64745527 100644
--- a/docs/_sources/how_to/deploy_models/deploy_quantized.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_quantized.rst.txt
@@ -257,7 +257,7 @@ We create a Relay VM to build and execute the model.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 48.710 seconds)
+ **Total running time of the script:** ( 1 minutes 52.663 seconds)
.. _sphx_glr_download_how_to_deploy_models_deploy_quantized.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 2c4d6f697a..e06e93dc1d 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
@@ -5,26 +5,26 @@
Computation times
=================
-**11:05.630** total execution time for **how_to_deploy_models** files:
+**11:09.525** total execution time for **how_to_deploy_models** files:
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_object_detection_pytorch.py` (``deploy_object_detection_pytorch.py``) | 03:18.327 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_object_detection_pytorch.py` (``deploy_object_detection_pytorch.py``) | 03:18.058 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_quantized.py` (``deploy_quantized.py``) | 01:48.710 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_quantized.py` (``deploy_quantized.py``) | 01:52.663 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``) | 01:23.467 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``) | 01:23.870 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno.py` (``deploy_model_on_adreno.py``) | 01:16.117 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno.py` (``deploy_model_on_adreno.py``) | 01:16.079 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``) | 00:48.784 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``) | 00:48.669 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``) | 00:48.134 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``) | 00:48.139 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno_tvmc.py` (``deploy_model_on_adreno_tvmc.py``) | 00:44.537 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno_tvmc.py` (``deploy_model_on_adreno_tvmc.py``) | 00:44.453 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_nano.py` (``deploy_model_on_nano.py``) | 00:28.875 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_nano.py` (``deploy_model_on_nano.py``) | 00:28.879 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``) | 00:28.673 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``) | 00:28.709 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_deploy_models_deploy_sparse.py` (``deploy_sparse.py``) | 00:00.006 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/extend_tvm/bring_your_own_datatypes.rst.txt b/docs/_sources/how_to/extend_tvm/bring_your_own_datatypes.rst.txt
index 0a1704aab7..901cbe54ca 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
@@ -463,7 +463,7 @@ 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.zipeeacc767-dc7c-42c4-9ec1-5a2ce7f3f0d7 from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/mobilenet0.25-9f83e440.zip...
+ Downloading /workspace/.mxnet/models/mobilenet0.25-9f83e440.zip401afa28-c8c8-4544-866f-2847f2c40fac 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 482cb215c1..d18bce596b 100644
--- a/docs/_sources/how_to/extend_tvm/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/extend_tvm/sg_execution_times.rst.txt
@@ -5,14 +5,14 @@
Computation times
=================
-**00:54.870** total execution time for **how_to_extend_tvm** files:
+**00:54.966** total execution time for **how_to_extend_tvm** files:
+-------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_bring_your_own_datatypes.py` (``bring_your_own_datatypes.py``) | 00:51.105 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_bring_your_own_datatypes.py` (``bring_your_own_datatypes.py``) | 00:51.206 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``) | 00:02.639 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``) | 00:02.622 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``) | 00:01.119 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``) | 00:01.131 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_extend_tvm_low_level_custom_pass.py` (``low_level_custom_pass.py``) | 00:00.007 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt b/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt
index dad01c3585..b072d1864a 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
@@ -220,10 +220,10 @@ profile the execution time of each passes.
.. code-block:: none
Printing results of timing profile...
- InferType: 24014us [24014us] (48.71%; 48.71%)
- FoldScaleAxis: 25281us [6us] (51.29%; 51.29%)
- FoldConstant: 25275us [1735us] (51.27%; 99.97%)
- InferType: 23540us [23540us] (47.75%; 93.14%)
+ InferType: 24393us [24393us] (48.66%; 48.66%)
+ FoldScaleAxis: 25734us [7us] (51.34%; 51.34%)
+ FoldConstant: 25727us [1732us] (51.32%; 99.97%)
+ InferType: 23995us [23995us] (47.87%; 93.27%)
@@ -262,10 +262,10 @@ Refer to following sections and :py:func:`tvm.instrument.pass_instrument` for th
.. code-block:: none
Printing results of timing profile...
- InferType: 23284us [23284us] (48.57%; 48.57%)
- FoldScaleAxis: 24655us [5us] (51.43%; 51.43%)
- FoldConstant: 24650us [1722us] (51.42%; 99.98%)
- InferType: 22928us [22928us] (47.83%; 93.02%)
+ InferType: 24358us [24358us] (49.27%; 49.27%)
+ FoldScaleAxis: 25084us [5us] (50.73%; 50.73%)
+ FoldConstant: 25079us [1662us] (50.72%; 99.98%)
+ InferType: 23417us [23417us] (47.36%; 93.37%)
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 1ada8492fe..bf11a98421 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
@@ -331,7 +331,7 @@ latency of convolution.
.. code-block:: none
- Convolution: 40.212448 ms
+ Convolution: 52.177440 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 2c0c466ef4..d288a026fb 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
@@ -598,7 +598,7 @@ be able to run on our build server
.. code-block:: none
- conv2d with tensor core: 12.278522 ms
+ conv2d with tensor core: 11.082339 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 f70a4920ce..e77221cfd6 100644
--- a/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/opt_gemm.rst.txt
@@ -134,8 +134,8 @@ Then we write a baseline implementation, the simplest way to write a matrix mult
.. code-block:: none
- Numpy running time: 0.013749
- Baseline: 3.344586
+ Numpy running time: 0.013446
+ Baseline: 3.343652
@@ -227,7 +227,7 @@ fill 32 * 32 * sizeof(float) which is 4KB in the cache whose total size is 32KB
.. code-block:: none
- Opt1: 0.274582
+ Opt1: 0.292726
@@ -318,7 +318,7 @@ In this tutorial, we chose to vectorize the inner loop row data since it is cach
.. code-block:: none
- Opt2: 0.258142
+ Opt2: 0.261771
@@ -406,7 +406,7 @@ the access pattern for A matrix is more cache friendly.
.. code-block:: none
- Opt3: 0.112236
+ Opt3: 0.108694
@@ -523,7 +523,7 @@ flattening.
.. code-block:: none
- Opt4: 0.106811
+ Opt4: 0.102877
@@ -635,7 +635,7 @@ write to C when all the block results are ready.
.. code-block:: none
- Opt5: 0.095438
+ Opt5: 0.093915
@@ -748,7 +748,7 @@ Furthermore, we can also utilize multi-core processors to do the thread-level pa
.. code-block:: none
- Opt6: 0.112650
+ Opt6: 0.111267
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 d1e14bbe45..dbb49b2fd4 100644
--- a/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt
@@ -5,12 +5,12 @@
Computation times
=================
-**00:31.324** total execution time for **how_to_optimize_operators** files:
+**00:31.349** total execution time for **how_to_optimize_operators** files:
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``) | 00:28.381 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``) | 00:28.392 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``) | 00:01.805 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``) | 00:01.792 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``) | 00:01.139 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``) | 00:01.165 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt b/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt
index a351c634aa..9a4837a136 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/sg_execution_times.rst.txt
@@ -5,18 +5,18 @@
Computation times
=================
-**03:24.975** total execution time for **how_to_tune_with_autoscheduler** files:
+**03:25.379** total execution time for **how_to_tune_with_autoscheduler** files:
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_x86.py` (``tune_network_x86.py``) | 01:28.429 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_x86.py` (``tune_network_x86.py``) | 01:28.810 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``) | 01:09.537 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``) | 01:09.320 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``) | 00:16.950 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``) | 00:16.862 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``) | 00:15.519 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``) | 00:15.606 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``) | 00:14.444 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``) | 00:14.683 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_sparse_x86.py` (``tune_sparse_x86.py``) | 00:00.097 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_sparse_x86.py` (``tune_sparse_x86.py``) | 00:00.098 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
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 750a6c35c7..2d260922b3 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/tune_network_cuda.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/tune_network_cuda.rst.txt
@@ -647,7 +647,7 @@ so we can read the log file and load the best schedules.
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 3.2307 3.2318 3.2370 3.2234 0.0056
+ 3.2352 3.2417 3.2419 3.2219 0.0094
@@ -674,7 +674,7 @@ Other Tips
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 9.537 seconds)
+ **Total running time of the script:** ( 1 minutes 9.320 seconds)
.. _sphx_glr_download_how_to_tune_with_autoscheduler_tune_network_cuda.py:
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 1a6407fc25..99052a127b 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/tune_network_x86.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/tune_network_x86.rst.txt
@@ -666,7 +666,7 @@ so we can read the log file and load the best schedules.
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 697.7315 697.6850 698.0533 697.4563 0.2459
+ 697.1748 697.1711 698.1338 696.2196 0.7815
@@ -693,7 +693,7 @@ Other Tips
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 28.429 seconds)
+ **Total running time of the script:** ( 1 minutes 28.810 seconds)
.. _sphx_glr_download_how_to_tune_with_autoscheduler_tune_network_x86.py:
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 01d4fefad4..c956dbc7ba 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
@@ -5,16 +5,16 @@
Computation times
=================
-**00:22.489** total execution time for **how_to_tune_with_autotvm** files:
+**00:22.552** total execution time for **how_to_tune_with_autotvm** files:
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``) | 00:22.453 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``) | 00:22.513 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``) | 00:00.020 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``) | 00:00.024 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_cuda.py` (``tune_relay_cuda.py``) | 00:00.006 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_mobile_gpu.py` (``tune_relay_mobile_gpu.py``) | 00:00.005 | 0.0 MB |
-+--------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_arm.py` (``tune_relay_arm.py``) | 00:00.005 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_mobile_gpu.py` (``tune_relay_mobile_gpu.py``) | 00:00.005 | 0.0 MB |
++--------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/tune_with_autotvm/tune_conv2d_cuda.rst.txt b/docs/_sources/how_to/tune_with_autotvm/tune_conv2d_cuda.rst.txt
index 657342df1e..05f62012ae 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
@@ -326,7 +326,7 @@ and measure running time.
Best config:
,None
- Time cost of this operator: 0.037352
+ Time cost of this operator: 0.037327
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 5523b6bf4f..66816bc766 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
@@ -360,10 +360,10 @@ Timing the untuned program
########## Build without Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
- tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 293.8 98.72 (1, 2, 10, 10, 3) 2 1 [293.8]
- tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.879 0.967 (1, 6, 10, 10) 1 1 [2.879]
- tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.931 0.313 (1, 1, 10, 10, 3) 1 1 [0.931]
- Total_time - 297.61 - - - - -
+ tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 295.0 98.727 (1, 2, 10, 10, 3) 2 1 [295.0]
+ tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.868 0.96 (1, 6, 10, 10) 1 1 [2.868]
+ tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.937 0.314 (1, 1, 10, 10, 3) 1 1 [0.937]
+ Total_time - 298.805 - - - - -
@@ -428,10 +428,10 @@ Timing the tuned program
########## Build with Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
- tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 100.7 97.524 (1, 6, 10, 10, 1) 2 1 [100.7]
- tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.738 1.683 (1, 6, 10, 10) 1 1 [1.738]
- tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.819 0.793 (1, 3, 10, 10, 1) 1 1 [0.819]
- Total_time - 103.257 - - - - -
+ tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 100.25 97.537 (1, 6, 10, 10, 1) 2 1 [100.25]
+ tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.717 1.671 (1, 6, 10, 10) 1 1 [1.717]
+ tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.814 0.792 (1, 3, 10, 10, 1) 1 1 [0.814]
+ Total_time - 102.782 - - - - -
@@ -439,7 +439,7 @@ Timing the tuned program
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 20.199 seconds)
+ **Total running time of the script:** ( 1 minutes 19.890 seconds)
.. _sphx_glr_download_how_to_work_with_microtvm_micro_autotune.py:
diff --git a/docs/_sources/how_to/work_with_microtvm/micro_pytorch.rst.txt b/docs/_sources/how_to/work_with_microtvm/micro_pytorch.rst.txt
index 17f6063133..c96974b429 100644
--- a/docs/_sources/how_to/work_with_microtvm/micro_pytorch.rst.txt
+++ b/docs/_sources/how_to/work_with_microtvm/micro_pytorch.rst.txt
@@ -118,7 +118,7 @@ download a cat image and preprocess it to use as the model input.
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/ao/quantization/utils.py:310: UserWarning: must run observer before calling calculate_qparams. Returning default values.
warnings.warn(
Downloading: "https://download.pytorch.org/models/quantized/mobilenet_v2_qnnpack_37f702c5.pth" to /workspace/.cache/torch/hub/checkpoints/mobilenet_v2_qnnpack_37f702c5.pth
- 0%| | 0.00/3.42M [00:00<?, ?B/s] 61%|###### | 2.09M/3.42M [00:00<00:00, 11.2MB/s] 100%|##########| 3.42M/3.42M [00:00<00:00, 17.7MB/s]
+ 0%| | 0.00/3.42M [00:00<?, ?B/s] 61%|###### | 2.09M/3.42M [00:00<00:00, 19.2MB/s] 100%|##########| 3.42M/3.42M [00:00<00:00, 30.4MB/s]
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/_utils.py:314: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly. To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
device=storage.device,
/workspace/python/tvm/relay/frontend/pytorch_utils.py:47: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
@@ -326,7 +326,7 @@ Look up prediction top 1 index in 1000 class synset.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 24.100 seconds)
+ **Total running time of the script:** ( 1 minutes 24.658 seconds)
.. _sphx_glr_download_how_to_work_with_microtvm_micro_pytorch.py:
diff --git a/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt b/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt
index ac721d57a7..e2ad115257 100644
--- a/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt
+++ b/docs/_sources/how_to/work_with_microtvm/micro_train.rst.txt
@@ -217,7 +217,7 @@ take about **2 minutes** to download the Stanford Cars, while COCO 2017 validati
.. code-block:: none
- '/tmp/tmprstsnazr/images/random'
+ '/tmp/tmpz_evsirq/images/random'
@@ -317,8 +317,8 @@ objects to other stuff? We can display some examples from our datasets using ``m
.. code-block:: none
- /tmp/tmprstsnazr/images/target contains 8144 images
- /tmp/tmprstsnazr/images/random contains 5000 images
+ /tmp/tmpz_evsirq/images/target contains 8144 images
+ /tmp/tmpz_evsirq/images/random contains 5000 images
@@ -493,13 +493,13 @@ the time on our validation set).
.. code-block:: none
Epoch 1/3
- 328/328 - 37s - loss: 0.2296 - accuracy: 0.9228 - val_loss: 0.1097 - val_accuracy: 0.9596 - 37s/epoch - 114ms/step
+ 328/328 - 39s - loss: 0.2144 - accuracy: 0.9275 - val_loss: 0.1085 - val_accuracy: 0.9619 - 39s/epoch - 117ms/step
Epoch 2/3
- 328/328 - 34s - loss: 0.1025 - accuracy: 0.9628 - val_loss: 0.1087 - val_accuracy: 0.9603 - 34s/epoch - 104ms/step
+ 328/328 - 34s - loss: 0.0996 - accuracy: 0.9637 - val_loss: 0.1078 - val_accuracy: 0.9645 - 34s/epoch - 104ms/step
Epoch 3/3
- 328/328 - 34s - loss: 0.0659 - accuracy: 0.9741 - val_loss: 0.0958 - val_accuracy: 0.9675 - 34s/epoch - 104ms/step
+ 328/328 - 34s - loss: 0.0679 - accuracy: 0.9755 - val_loss: 0.0922 - val_accuracy: 0.9679 - 34s/epoch - 104ms/step
- <keras.callbacks.History object at 0x7f97e8657580>
+ <keras.callbacks.History object at 0x7f80c8759a00>
@@ -860,7 +860,7 @@ Arduino tutorial for how to do that `on GitHub <https://github.com/guberti/tvm-a
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 4 minutes 35.028 seconds)
+ **Total running time of the script:** ( 4 minutes 26.554 seconds)
.. _sphx_glr_download_how_to_work_with_microtvm_micro_train.py:
diff --git a/docs/_sources/how_to/work_with_microtvm/sg_execution_times.rst.txt b/docs/_sources/how_to/work_with_microtvm/sg_execution_times.rst.txt
index 9b776529e4..c53db5a576 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
@@ -5,20 +5,20 @@
Computation times
=================
-**07:45.915** total execution time for **how_to_work_with_microtvm** files:
+**07:37.918** total execution time for **how_to_work_with_microtvm** files:
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_train.py` (``micro_train.py``) | 04:35.028 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_train.py` (``micro_train.py``) | 04:26.554 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_pytorch.py` (``micro_pytorch.py``) | 01:24.100 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_pytorch.py` (``micro_pytorch.py``) | 01:24.658 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``) | 01:20.199 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``) | 01:19.890 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_aot.py` (``micro_aot.py``) | 00:11.261 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_aot.py` (``micro_aot.py``) | 00:11.306 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_custom_ide.py` (``micro_custom_ide.py``) | 00:08.358 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_custom_ide.py` (``micro_custom_ide.py``) | 00:08.457 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``) | 00:06.969 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``) | 00:07.053 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_work_with_microtvm_micro_ethosu.py` (``micro_ethosu.py``) | 00:00.000 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt b/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt
index 8ecfd76b2d..ed2fec8774 100644
--- a/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt
@@ -5,14 +5,14 @@
Computation times
=================
-**00:36.295** total execution time for **how_to_work_with_relay** files:
+**00:36.239** total execution time for **how_to_work_with_relay** files:
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_using_pipeline_executor.py` (``using_pipeline_executor.py``) | 00:31.545 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_using_pipeline_executor.py` (``using_pipeline_executor.py``) | 00:31.560 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``) | 00:02.948 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``) | 00:02.946 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``) | 00:01.797 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``) | 00:01.728 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_work_with_relay_using_relay_viz.py` (``using_relay_viz.py``) | 00:00.006 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt b/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt
index c5d3328d2f..515e8be757 100644
--- a/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt
+++ b/docs/_sources/how_to/work_with_schedules/intrin_math.rst.txt
@@ -281,7 +281,7 @@ The following example customizes CUDA lowering rule for :code:`exp`.
.. code-block:: none
- <function my_cuda_math_rule at 0x7f99be26ce50>
+ <function my_cuda_math_rule at 0x7f80d43c51f0>
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 a13f1fbcfd..b90a1d093b 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
@@ -5,18 +5,18 @@
Computation times
=================
-**00:05.007** total execution time for **how_to_work_with_schedules** files:
+**00:05.082** total execution time for **how_to_work_with_schedules** files:
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_intrin_math.py` (``intrin_math.py``) | 00:02.391 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_intrin_math.py` (``intrin_math.py``) | 00:02.393 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``) | 00:00.996 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``) | 00:01.063 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``) | 00:00.680 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``) | 00:00.684 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``) | 00:00.670 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``) | 00:00.668 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``) | 00:00.109 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``) | 00:00.114 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_work_with_schedules_schedule_primitives.py` (``schedule_primitives.py``) | 00:00.067 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
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 81b9dc493c..525fe60410 100644
--- a/docs/_sources/topic/vta/tutorials/autotvm/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/autotvm/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**00:33.602** total execution time for **topic_vta_tutorials_autotvm** files:
+**00:33.505** total execution time for **topic_vta_tutorials_autotvm** files:
+---------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_relay_vta.py` (``tune_relay_vta.py``) | 00:33.594 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_relay_vta.py` (``tune_relay_vta.py``) | 00:33.498 | 0.0 MB |
+---------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_alu_vta.py` (``tune_alu_vta.py``) | 00:00.007 | 0.0 MB |
+---------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/topic/vta/tutorials/frontend/deploy_classification.rst.txt b/docs/_sources/topic/vta/tutorials/frontend/deploy_classification.rst.txt
index d0cc575887..b606a387c5 100644
--- a/docs/_sources/topic/vta/tutorials/frontend/deploy_classification.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/frontend/deploy_classification.rst.txt
@@ -293,7 +293,7 @@ The compilation steps are:
warnings.warn(
/workspace/vta/tutorials/frontend/deploy_classification.py:212: 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.
graph, lib, params = relay.build(
- resnet18_v1 inference graph built in 35.41s!
+ resnet18_v1 inference graph built in 35.50s!
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 b81ae9d159..37ebcc7f56 100644
--- a/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/frontend/deploy_detection.rst.txt
@@ -337,7 +337,7 @@ The compilation steps are:
/workspace/python/tvm/relay/build_module.py:345: DeprecationWarning: Please use input parameter mod (tvm.IRModule) instead of deprecated parameter mod (tvm.relay.function.Function)
warnings.warn(
- yolov3-tiny inference graph built in 24.22s!
+ yolov3-tiny inference graph built in 24.33s!
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 572672968a..861d1d26ef 100644
--- a/docs/_sources/topic/vta/tutorials/frontend/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/frontend/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**01:52.106** total execution time for **topic_vta_tutorials_frontend** files:
+**01:52.008** total execution time for **topic_vta_tutorials_frontend** files:
+------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``) | 00:56.579 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``) | 00:56.424 | 0.0 MB |
+------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_classification.py` (``deploy_classification.py``) | 00:55.527 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_classification.py` (``deploy_classification.py``) | 00:55.583 | 0.0 MB |
+------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt b/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt
index 8e3a294a48..75da8d826b 100644
--- a/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/optimize/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**00:03.143** total execution time for **topic_vta_tutorials_optimize** files:
+**00:03.141** total execution time for **topic_vta_tutorials_optimize** files:
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``) | 00:02.676 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``) | 00:02.686 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``) | 00:00.466 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``) | 00:00.455 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt b/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt
index 95106eab6b..7a0ecd1436 100644
--- a/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/topic/vta/tutorials/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**00:00.776** total execution time for **topic_vta_tutorials** files:
+**00:00.743** total execution time for **topic_vta_tutorials** files:
+---------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``) | 00:00.397 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``) | 00:00.382 | 0.0 MB |
+---------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``) | 00:00.379 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``) | 00:00.361 | 0.0 MB |
+---------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt b/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
index fbb9f8ee55..f82db95170 100644
--- a/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
+++ b/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
@@ -207,6 +207,13 @@ trials, we can load the best schedule from the log file and apply it.
+.. rst-class:: sphx-glr-script-out
+
+ .. code-block:: none
+
+ *E
+
+
@@ -318,7 +325,7 @@ We build the binary and check its correctness and performance.
.. code-block:: none
- Execution time of this operator: 91.959 ms
+ Execution time of this operator: 90.606 ms
@@ -434,7 +441,7 @@ operations.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 15.774 seconds)
+ **Total running time of the script:** ( 1 minutes 40.153 seconds)
.. _sphx_glr_download_tutorial_auto_scheduler_matmul_x86.py:
diff --git a/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt b/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt
index 2586d119a8..89b5a3cdf1 100644
--- a/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt
+++ b/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt
@@ -454,16 +454,16 @@ reduce variance, we take 5 measurements and average them.
waiting for device...
device available
Get devices for measurement successfully!
- No: 1 GFLOPS: 12.01/12.01 result: MeasureResult(costs=(0.022349273,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.659130334854126, timestamp=1707251980.6884065) [('tile_y', [-1, 128]), ('tile_x', [-1, 256])],None,87
- No: 2 GFLOPS: 10.84/12.01 result: MeasureResult(costs=(0.0247642228,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7075984477996826, timestamp=1707251981.3369434) [('tile_y', [-1, 8]), ('tile_x', [-1, 64])],None,63
- No: 3 GFLOPS: 9.23/12.01 result: MeasureResult(costs=(0.029086082599999997,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7245602607727051, timestamp=1707251982.0524547) [('tile_y', [-1, 128]), ('tile_x', [-1, 16])],None,47
- No: 4 GFLOPS: 3.79/12.01 result: MeasureResult(costs=(0.0709116536,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.40608811378479, timestamp=1707251983.439668) [('tile_y', [-1, 64]), ('tile_x', [-1, 8])],None,36
- No: 5 GFLOPS: 15.85/15.85 result: MeasureResult(costs=(0.016934177,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5429353713989258, timestamp=1707251984.1079264) [('tile_y', [-1, 16]), ('tile_x', [-1, 128])],None,74
- No: 6 GFLOPS: 7.40/15.85 result: MeasureResult(costs=(0.0362719508,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.8505444526672363, timestamp=1707251984.9404986) [('tile_y', [-1, 32]), ('tile_x', [-1, 16])],None,45
- No: 7 GFLOPS: 10.73/15.85 result: MeasureResult(costs=(0.025020942600000002,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6779451370239258, timestamp=1707251985.5953088) [('tile_y', [-1, 8]), ('tile_x', [-1, 32])],None,53
- No: 8 GFLOPS: 2.87/15.85 result: MeasureResult(costs=(0.0936806622,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7517869472503662, timestamp=1707251987.3460512) [('tile_y', [-1, 16]), ('tile_x', [-1, 2])],None,14
- No: 9 GFLOPS: 14.56/15.85 result: MeasureResult(costs=(0.0184411368,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5305037498474121, timestamp=1707251987.9853735) [('tile_y', [-1, 16]), ('tile_x', [-1, 32])],None,54
- No: 10 GFLOPS: 7.67/15.85 result: MeasureResult(costs=(0.034979457000000005,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7890536785125732, timestamp=1707251988.7997286) [('tile_y', [-1, 1]), ('tile_x', [-1, 8])],None,30
+ No: 1 GFLOPS: 13.71/13.71 result: MeasureResult(costs=(0.019573235,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6723062992095947, timestamp=1707263534.1188807) [('tile_y', [-1, 256]), ('tile_x', [-1, 128])],None,78
+ No: 2 GFLOPS: 13.23/13.71 result: MeasureResult(costs=(0.0202865412,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.573357343673706, timestamp=1707263534.7018228) [('tile_y', [-1, 4]), ('tile_x', [-1, 512])],None,92
+ No: 3 GFLOPS: 10.34/13.71 result: MeasureResult(costs=(0.025948416800000002,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7822606563568115, timestamp=1707263535.3726528) [('tile_y', [-1, 2]), ('tile_x', [-1, 128])],None,71
+ No: 4 GFLOPS: 2.09/13.71 result: MeasureResult(costs=(0.12827855019999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.3100664615631104, timestamp=1707263537.6767972) [('tile_y', [-1, 64]), ('tile_x', [-1, 4])],None,26
+ No: 5 GFLOPS: 11.78/13.71 result: MeasureResult(costs=(0.022783404,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6156320571899414, timestamp=1707263538.4118404) [('tile_y', [-1, 256]), ('tile_x', [-1, 512])],None,98
+ No: 6 GFLOPS: 8.98/13.71 result: MeasureResult(costs=(0.029894550199999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7261092662811279, timestamp=1707263539.1426377) [('tile_y', [-1, 8]), ('tile_x', [-1, 8])],None,33
+ No: 7 GFLOPS: 11.60/13.71 result: MeasureResult(costs=(0.023149937399999997,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6123092174530029, timestamp=1707263539.7727773) [('tile_y', [-1, 1]), ('tile_x', [-1, 512])],None,90
+ No: 8 GFLOPS: 7.78/13.71 result: MeasureResult(costs=(0.0345130466,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7957713603973389, timestamp=1707263540.5818377) [('tile_y', [-1, 1]), ('tile_x', [-1, 16])],None,40
+ No: 9 GFLOPS: 2.91/13.71 result: MeasureResult(costs=(0.0921871296,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.690399169921875, timestamp=1707263542.3806648) [('tile_y', [-1, 16]), ('tile_x', [-1, 2])],None,14
+ No: 10 GFLOPS: 8.32/13.71 result: MeasureResult(costs=(0.0322723588,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7275216579437256, timestamp=1707263543.1527183) [('tile_y', [-1, 1]), ('tile_x', [-1, 8])],None,30
diff --git a/docs/_sources/tutorial/autotvm_relay_x86.rst.txt b/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
index 3b4413c22a..a705980e14 100644
--- a/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
+++ b/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
@@ -311,7 +311,7 @@ standard deviation.
.. code-block:: none
- {'mean': 466.6729065099753, 'median': 467.2305023000263, 'std': 1.5609685869372476}
+ {'mean': 465.34984752004675, 'median': 464.9661258499691, 'std': 2.0017473112177266}
@@ -582,31 +582,30 @@ the tuning data to.
.. code-block:: none
- [Task 1/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 1/25] Current/Best: 23.92/ 23.92 GFLOPS | Progress: (4/20) | 8.17 s [Task 1/25] Current/Best: 21.22/ 23.92 GFLOPS | Progress: (8/20) | 10.42 s [Task 1/25] Current/Best: 14.28/ 24.41 GFLOPS | Progress: (12/20) | 13.87 s [Task 1/25] Current/Best: 13.02/ 24.41 GFLOPS | Progress: (16/20) | 17.22 s [Task 1/25] Current/Best: 10.48/ 24.41 GFLOPS | Progress: (20/20) | 21.10 s Done.
- [Task 2/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 2/25] Current/Best: 11.66/ 17.11 GFLOPS | Progress: (4/20) | 4.04 s [Task 2/25] Current/Best: 14.22/ 18.12 GFLOPS | Progress: (8/20) | 5.62 s [Task 2/25] Current/Best: 23.99/ 23.99 GFLOPS | Progress: (12/20) | 7.06 s [Task 2/25] Current/Best: 14.21/ 23.99 GFLOPS | Progress: (16/20) | 8.54 s [Task 2/25] Current/Best: 3.49/ 23.99 GFLOPS | Progress: (20/20) | 9.97 s Done.
- [Task 3/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 3/25] Current/Best: 13.43/ 15.87 GFLOPS | Progress: (4/20) | 5.40 s [Task 3/25] Current/Best: 10.51/ 21.14 GFLOPS | Progress: (8/20) | 8.32 s [Task 3/25] Current/Best: 14.25/ 21.57 GFLOPS | Progress: (12/20) | 10.24 s [Task 3/25] Current/Best: 19.60/ 21.57 GFLOPS | Progress: (16/20) | 12.59 s [Task 3/25] Current/Best: 6.63/ 21.57 GFLOPS | Progress: (20/20) | 15.12 s Done.
- [Task 4/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 4/25] Current/Best: 15.09/ 15.09 GFLOPS | Progress: (4/20) | 8.27 s [Task 4/25] Current/Best: 12.51/ 15.09 GFLOPS | Progress: (8/20) | 13.01 s [Task 4/25] Current/Best: 10.02/ 19.99 GFLOPS | Progress: (12/20) | 17.18 s [Task 4/25] Current/Best: 10.73/ 19.99 GFLOPS | Progress: (16/20) | 20.99 s [Task 4/25] Current/Best: 20.52/ 20.52 GFLOPS | Progress: (20/20) | 23.23 s Done.
- [Task 5/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 5/25] Current/Best: 14.90/ 18.04 GFLOPS | Progress: (4/20) | 4.19 s [Task 5/25] Current/Best: 9.56/ 21.93 GFLOPS | Progress: (8/20) | 6.15 s [Task 5/25] Current/Best: 6.94/ 21.93 GFLOPS | Progress: (12/20) | 8.43 s [Task 5/25] Current/Best: 2.77/ 21.93 GFLOPS | Progress: (16/20) | 10.95 s [Task 5/25] Current/Best: 18.34/ 21.93 GFLOPS | Progress: (20/20) | 12.68 s Done.
- [Task 6/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 6/25] Current/Best: 9.06/ 14.61 GFLOPS | Progress: (4/20) | 4.99 s [Task 6/25] Current/Best: 4.57/ 19.59 GFLOPS | Progress: (8/20) | 7.62 s [Task 6/25] Current/Best: 13.41/ 19.59 GFLOPS | Progress: (12/20) | 12.53 s [Task 6/25] Current/Best: 3.77/ 19.59 GFLOPS | Progress: (16/20) | 16.55 s [Task 6/25] Current/Best: 18.58/ 20.42 GFLOPS | Progress: (20/20) | 20.71 s Done.
- [Task 7/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 7/25] Current/Best: 20.44/ 20.44 GFLOPS | Progress: (4/20) | 5.88 s [Task 7/25] Current/Best: 20.12/ 22.51 GFLOPS | Progress: (8/20) | 8.39 s [Task 7/25] Current/Best: 8.67/ 22.58 GFLOPS | Progress: (12/20) | 10.47 s [Task 7/25] Current/Best: 19.20/ 24.03 GFLOPS | Progress: (16/20) | 12.35 s [Task 7/25] Current/Best: 20.27/ 24.03 GFLOPS | Progress: (20/20) | 14.32 s Done.
- [Task 8/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 8/25] Current/Best: 22.76/ 22.76 GFLOPS | Progress: (4/20) | 5.42 s [Task 8/25] Current/Best: 11.67/ 22.76 GFLOPS | Progress: (8/20) | 16.86 s [Task 8/25] Current/Best: 12.68/ 22.76 GFLOPS | Progress: (12/20) | 29.25 s [Task 8/25] Current/Best: 12.44/ 22.76 GFLOPS | Progress: (16/20) | 34.97 s [Task 8/25] Current/Best: 14.00/ 22.76 GFLOPS | Progress: (20/20) | 37.51 s [Task 9/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 9/25] Current/Best: 18.28/ 19.46 GFLOPS | Progress: (4/20) | 4.90 s [Task 9/25] Current/Best: 13.16/ 19.46 GFLOPS | Progress: (8/20) | 7.57 s [Task 9/25] Current/Best: 9.71/ 19.46 GFLOPS | Progress: (12/20) | 9.45 s [Task 9/25] Current/Best: 24.51/ 24.51 GFLOPS | Progress: (16/20) | 11.63 s [Task 9/25] Current/Best: 12.32/ 24.51 GFLOPS | Progress: (20/20
) | 15.82 s Done.
- [Task 10/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 10/25] Current/Best: 16.12/ 16.12 GFLOPS | Progress: (4/20) | 4.57 s [Task 10/25] Current/Best: 5.97/ 16.12 GFLOPS | Progress: (8/20) | 6.65 s [Task 10/25] Current/Best: 3.33/ 18.27 GFLOPS | Progress: (12/20) | 8.74 s [Task 10/25] Current/Best: 12.12/ 18.27 GFLOPS | Progress: (16/20) | 10.95 s [Task 10/25] Current/Best: 6.16/ 19.82 GFLOPS | Progress: (20/20) | 12.85 s Done.
- [Task 11/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 11/25] Current/Best: 20.79/ 22.33 GFLOPS | Progress: (4/20) | 4.53 s [Task 11/25] Current/Best: 6.44/ 23.39 GFLOPS | Progress: (8/20) | 6.62 s [Task 11/25] Current/Best: 16.27/ 23.39 GFLOPS | Progress: (12/20) | 8.94 s [Task 11/25] Current/Best: 12.22/ 23.39 GFLOPS | Progress: (16/20) | 11.21 s [Task 11/25] Current/Best: 6.41/ 23.39 GFLOPS | Progress: (20/20) | 13.50 s Done.
- [Task 12/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 12/25] Current/Best: 15.34/ 15.34 GFLOPS | Progress: (4/20) | 7.62 s [Task 12/25] Current/Best: 14.56/ 15.34 GFLOPS | Progress: (8/20) | 11.00 s [Task 12/25] Current/Best: 13.97/ 16.50 GFLOPS | Progress: (12/20) | 13.51 s [Task 12/25] Current/Best: 11.83/ 17.43 GFLOPS | Progress: (16/20) | 17.91 s [Task 12/25] Current/Best: 9.23/ 17.43 GFLOPS | Progress: (20/20) | 27.34 s Done.
- [Task 13/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 13/25] Current/Best: 19.24/ 19.24 GFLOPS | Progress: (4/20) | 4.83 s [Task 13/25] Current/Best: 20.58/ 20.58 GFLOPS | Progress: (8/20) | 7.32 s [Task 13/25] Current/Best: 5.54/ 20.58 GFLOPS | Progress: (12/20) | 10.12 s [Task 13/25] Current/Best: 18.41/ 20.58 GFLOPS | Progress: (16/20) | 13.65 s [Task 13/25] Current/Best: 6.58/ 20.58 GFLOPS | Progress: (20/20) | 17.57 s Done.
- [Task 14/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 14/25] Current/Best: 14.06/ 14.06 GFLOPS | Progress: (4/20) | 14.90 s [Task 14/25] Current/Best: 22.85/ 22.85 GFLOPS | Progress: (8/20) | 19.15 s [Task 14/25] Current/Best: 9.58/ 22.85 GFLOPS | Progress: (12/20) | 22.54 s [Task 14/25] Current/Best: 5.44/ 22.85 GFLOPS | Progress: (16/20) | 25.20 s [Task 14/25] Current/Best: 17.82/ 22.85 GFLOPS | Progress: (20/20) | 29.51 s [Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 15/25] Current/Best: 12.75/ 21.17 GFLOPS | Progress: (4/20) | 6.29 s [Task 15/25] Current/Best: 8.76/ 24.08 GFLOPS | Progress: (8/20) | 17.33 s Done.
- Done.
- [Task 15/25] Current/Best: 6.37/ 24.08 GFLOPS | Progress: (12/20) | 22.73 s [Task 15/25] Current/Best: 14.42/ 24.08 GFLOPS | Progress: (16/20) | 30.90 s [Task 15/25] Current/Best: 19.94/ 24.08 GFLOPS | Progress: (20/20) | 33.00 s Done.
- [Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 16/25] Current/Best: 19.30/ 19.30 GFLOPS | Progress: (4/20) | 5.60 s [Task 16/25] Current/Best: 5.11/ 20.88 GFLOPS | Progress: (8/20) | 7.39 s [Task 16/25] Current/Best: 19.39/ 22.37 GFLOPS | Progress: (12/20) | 8.85 s [Task 16/25] Current/Best: 19.26/ 22.49 GFLOPS | Progress: (16/20) | 10.28 s [Task 16/25] Current/Best: 11.42/ 22.49 GFLOPS | Progress: (20/20) | 13.05 s Done.
- [Task 17/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 17/25] Current/Best: 4.87/ 21.75 GFLOPS | Progress: (4/20) | 4.96 s [Task 17/25] Current/Best: 12.70/ 21.75 GFLOPS | Progress: (8/20) | 9.71 s [Task 17/25] Current/Best: 11.94/ 24.11 GFLOPS | Progress: (12/20) | 14.23 s [Task 17/25] Current/Best: 14.91/ 24.11 GFLOPS | Progress: (16/20) | 16.61 s [Task 17/25] Current/Best: 22.90/ 24.11 GFLOPS | Progress: (20/20) | 19.36 s Done.
- [Task 18/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 18/25] Current/Best: 11.39/ 16.59 GFLOPS | Progress: (4/20) | 7.81 s [Task 18/25] Current/Best: 11.07/ 16.59 GFLOPS | Progress: (8/20) | 12.31 s [Task 18/25] Current/Best: 16.57/ 18.65 GFLOPS | Progress: (12/20) | 16.86 s [Task 18/25] Current/Best: 8.14/ 19.55 GFLOPS | Progress: (16/20) | 19.15 s [Task 18/25] Current/Best: 9.01/ 19.55 GFLOPS | Progress: (20/20) | 29.80 s Done.
- [Task 19/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 19/25] Current/Best: 6.89/ 14.49 GFLOPS | Progress: (4/20) | 8.42 s [Task 19/25] Current/Best: 3.19/ 19.74 GFLOPS | Progress: (8/20) | 11.78 s [Task 19/25] Current/Best: 5.19/ 21.64 GFLOPS | Progress: (12/20) | 17.65 s [Task 19/25] Current/Best: 10.25/ 21.64 GFLOPS | Progress: (16/20) | 21.16 s [Task 19/25] Current/Best: 7.52/ 21.89 GFLOPS | Progress: (20/20) | 25.61 s Done.
- [Task 20/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 20/25] Current/Best: 8.87/ 18.85 GFLOPS | Progress: (4/20) | 9.10 s [Task 20/25] Current/Best: 7.79/ 19.16 GFLOPS | Progress: (8/20) | 15.61 s [Task 20/25] Current/Best: 9.95/ 21.35 GFLOPS | Progress: (12/20) | 27.28 s [Task 20/25] Current/Best: 18.64/ 21.35 GFLOPS | Progress: (16/20) | 38.94 s [Task 20/25] Current/Best: 6.81/ 21.35 GFLOPS | Progress: (20/20) | 49.24 s [Task 21/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 21/25] Current/Best: 13.57/ 15.22 GFLOPS | Progress: (4/20) | 8.40 s [Task 21/25] Current/Best: 5.78/ 19.98 GFLOPS | Progress: (8/20) | 19.02 s [Task 21/25] Current/Best: 7.16/ 19.98 GFLOPS | Progress: (12/20) | 25.64 s [Task 21/25] Current/Best: 5.53/ 19.98 GFLOPS | Progress: (16/20) | 27.95 s [Task 21/25] Current/Best: 18.80/ 19.98 GFLOPS | Progress: (20/
20) | 29.74 s Done.
- [Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 22/25] Current/Best: 1.61/ 17.75 GFLOPS | Progress: (4/20) | 4.84 s [Task 22/25] Current/Best: 10.55/ 21.71 GFLOPS | Progress: (8/20) | 7.79 s [Task 22/25] Current/Best: 11.01/ 21.71 GFLOPS | Progress: (12/20) | 9.62 s [Task 22/25] Current/Best: 19.43/ 21.71 GFLOPS | Progress: (16/20) | 11.25 s [Task 22/25] Current/Best: 12.53/ 21.71 GFLOPS | Progress: (20/20) | 12.85 s Done.
- [Task 23/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 23/25] Current/Best: 7.24/ 24.89 GFLOPS | Progress: (4/20) | 5.34 s [Task 23/25] Current/Best: 19.30/ 24.89 GFLOPS | Progress: (8/20) | 10.95 s [Task 23/25] Current/Best: 10.67/ 24.89 GFLOPS | Progress: (12/20) | 17.06 s [Task 23/25] Current/Best: 11.41/ 24.89 GFLOPS | Progress: (16/20) | 19.92 s [Task 23/25] Current/Best: 7.06/ 24.89 GFLOPS | Progress: (20/20) | 24.41 s Done.
- [Task 24/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 24/25] Current/Best: 2.75/ 4.53 GFLOPS | Progress: (4/20) | 13.32 s [Task 24/25] Current/Best: 3.68/ 10.67 GFLOPS | Progress: (8/20) | 24.29 s [Task 24/25] Current/Best: 3.89/ 10.67 GFLOPS | Progress: (12/20) | 35.28 s Done.
- [Task 24/25] Current/Best: 3.89/ 10.67 GFLOPS | Progress: (16/20) | 46.29 s [Task 24/25] Current/Best: 4.60/ 10.67 GFLOPS | Progress: (20/20) | 56.95 s [Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 25/25] Current/Best: 1.54/ 6.36 GFLOPS | Progress: (4/20) | 6.37 s [Task 25/25] Current/Best: 7.89/ 10.18 GFLOPS | Progress: (8/20) | 8.98 s [Task 25/25] Current/Best: 5.99/ 10.18 GFLOPS | Progress: (12/20) | 12.28 s [Task 25/25] Current/Best: 6.33/ 10.18 GFLOPS | Progress: (16/20) | 17.08 s [Task 25/25] Current/Best: 10.27/ 10.27 GFLOPS | Progress: (20/20) | 18.44 s Done.
-
+ [Task 1/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 1/25] Current/Best: 6.69/ 15.13 GFLOPS | Progress: (4/20) | 8.35 s [Task 1/25] Current/Best: 17.67/ 18.72 GFLOPS | Progress: (8/20) | 10.97 s [Task 1/25] Current/Best: 3.54/ 24.70 GFLOPS | Progress: (12/20) | 14.54 s [Task 1/25] Current/Best: 13.04/ 24.70 GFLOPS | Progress: (16/20) | 17.84 s [Task 1/25] Current/Best: 11.48/ 24.70 GFLOPS | Progress: (20/20) | 20.27 s Done.
+ [Task 2/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 2/25] Current/Best: 20.89/ 20.89 GFLOPS | Progress: (4/20) | 3.90 s [Task 2/25] Current/Best: 20.74/ 22.32 GFLOPS | Progress: (8/20) | 5.20 s [Task 2/25] Current/Best: 11.00/ 22.32 GFLOPS | Progress: (12/20) | 6.68 s [Task 2/25] Current/Best: 14.10/ 22.61 GFLOPS | Progress: (16/20) | 8.16 s [Task 2/25] Current/Best: 18.45/ 22.61 GFLOPS | Progress: (20/20) | 9.82 s Done.
+ [Task 3/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 3/25] Current/Best: 7.91/ 17.92 GFLOPS | Progress: (4/20) | 5.02 s [Task 3/25] Current/Best: 6.36/ 17.92 GFLOPS | Progress: (8/20) | 8.88 s [Task 3/25] Current/Best: 20.12/ 20.91 GFLOPS | Progress: (12/20) | 11.27 s [Task 3/25] Current/Best: 8.62/ 20.93 GFLOPS | Progress: (16/20) | 16.21 s [Task 3/25] Current/Best: 20.03/ 20.93 GFLOPS | Progress: (20/20) | 18.67 s Done.
+ [Task 4/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 4/25] Current/Best: 17.95/ 17.95 GFLOPS | Progress: (4/20) | 5.33 s [Task 4/25] Current/Best: 6.44/ 17.95 GFLOPS | Progress: (8/20) | 7.24 s [Task 4/25] Current/Best: 21.02/ 21.90 GFLOPS | Progress: (12/20) | 8.80 s [Task 4/25] Current/Best: 13.21/ 21.90 GFLOPS | Progress: (16/20) | 10.88 s [Task 4/25] Current/Best: 13.13/ 21.90 GFLOPS | Progress: (20/20) | 13.20 s Done.
+ [Task 5/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 5/25] Current/Best: 15.77/ 15.77 GFLOPS | Progress: (4/20) | 4.17 s [Task 5/25] Current/Best: 13.75/ 22.35 GFLOPS | Progress: (8/20) | 5.99 s [Task 5/25] Current/Best: 17.80/ 22.35 GFLOPS | Progress: (12/20) | 8.74 s [Task 5/25] Current/Best: 22.46/ 22.46 GFLOPS | Progress: (16/20) | 10.97 s [Task 5/25] Current/Best: 5.75/ 22.46 GFLOPS | Progress: (20/20) | 13.25 s Done.
+ [Task 6/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 6/25] Current/Best: 10.66/ 16.62 GFLOPS | Progress: (4/20) | 5.22 s [Task 6/25] Current/Best: 12.34/ 20.76 GFLOPS | Progress: (8/20) | 8.29 s [Task 6/25] Current/Best: 23.50/ 23.50 GFLOPS | Progress: (12/20) | 10.73 s [Task 6/25] Current/Best: 10.18/ 23.50 GFLOPS | Progress: (16/20) | 13.41 s [Task 6/25] Current/Best: 15.09/ 23.50 GFLOPS | Progress: (20/20) | 15.91 s Done.
+ [Task 7/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 7/25] Current/Best: 5.18/ 19.55 GFLOPS | Progress: (4/20) | 4.76 s [Task 7/25] Current/Best: 15.34/ 19.55 GFLOPS | Progress: (8/20) | 7.67 s [Task 7/25] Current/Best: 3.25/ 19.55 GFLOPS | Progress: (12/20) | 10.80 s [Task 7/25] Current/Best: 18.56/ 19.55 GFLOPS | Progress: (16/20) | 12.90 s [Task 7/25] Current/Best: 16.91/ 19.55 GFLOPS | Progress: (20/20) | 15.73 s Done.
+ [Task 8/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 8/25] Current/Best: 15.09/ 15.09 GFLOPS | Progress: (4/20) | 8.50 s [Task 8/25] Current/Best: 19.31/ 19.31 GFLOPS | Progress: (8/20) | 14.51 s [Task 8/25] Current/Best: 12.03/ 19.31 GFLOPS | Progress: (12/20) | 20.11 s [Task 8/25] Current/Best: 14.39/ 19.31 GFLOPS | Progress: (16/20) | 23.29 s [Task 8/25] Current/Best: 11.97/ 20.61 GFLOPS | Progress: (20/20) | 25.85 s Done.
+ [Task 9/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 9/25] Current/Best: 16.72/ 18.28 GFLOPS | Progress: (4/20) | 7.77 s [Task 9/25] Current/Best: 13.30/ 18.28 GFLOPS | Progress: (8/20) | 13.04 s [Task 9/25] Current/Best: 16.56/ 18.28 GFLOPS | Progress: (12/20) | 17.96 s [Task 9/25] Current/Best: 6.94/ 18.28 GFLOPS | Progress: (16/20) | 23.40 s [Task 9/25] Current/Best: 6.35/ 18.28 GFLOPS | Progress: (20/20) | 26.40 s Done.
+ [Task 10/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 10/25] Current/Best: 13.57/ 16.23 GFLOPS | Progress: (4/20) | 4.49 s [Task 10/25] Current/Best: 16.01/ 18.83 GFLOPS | Progress: (8/20) | 6.85 s [Task 10/25] Current/Best: 14.46/ 18.83 GFLOPS | Progress: (12/20) | 8.88 s [Task 10/25] Current/Best: 7.32/ 18.83 GFLOPS | Progress: (16/20) | 11.03 s [Task 10/25] Current/Best: 8.76/ 18.83 GFLOPS | Progress: (20/20) | 12.67 s Done.
+ [Task 11/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 11/25] Current/Best: 10.11/ 19.73 GFLOPS | Progress: (4/20) | 6.58 s [Task 11/25] Current/Best: 6.35/ 20.65 GFLOPS | Progress: (8/20) | 10.27 s [Task 11/25] Current/Best: 10.91/ 20.65 GFLOPS | Progress: (12/20) | 13.52 s [Task 11/25] Current/Best: 13.24/ 20.65 GFLOPS | Progress: (16/20) | 16.35 s [Task 11/25] Current/Best: 6.35/ 21.31 GFLOPS | Progress: (20/20) | 18.48 s Done.
+ [Task 12/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 12/25] Current/Best: 12.67/ 15.71 GFLOPS | Progress: (4/20) | 7.15 s [Task 12/25] Current/Best: 4.17/ 15.71 GFLOPS | Progress: (8/20) | 12.33 s [Task 12/25] Current/Best: 3.59/ 18.47 GFLOPS | Progress: (12/20) | 15.14 s [Task 12/25] Current/Best: 5.06/ 18.47 GFLOPS | Progress: (16/20) | 18.21 s [Task 12/25] Current/Best: 12.64/ 18.47 GFLOPS | Progress: (20/20) | 23.68 s Done.
+ [Task 13/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 13/25] Current/Best: 14.51/ 20.78 GFLOPS | Progress: (4/20) | 4.57 s [Task 13/25] Current/Best: 19.94/ 20.78 GFLOPS | Progress: (8/20) | 7.08 s [Task 13/25] Current/Best: 6.78/ 23.04 GFLOPS | Progress: (12/20) | 10.92 s [Task 13/25] Current/Best: 17.12/ 23.64 GFLOPS | Progress: (16/20) | 13.81 s [Task 13/25] Current/Best: 21.61/ 23.64 GFLOPS | Progress: (20/20) | 16.32 s Done.
+ [Task 14/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 14/25] Current/Best: 14.08/ 16.66 GFLOPS | Progress: (4/20) | 5.48 s [Task 14/25] Current/Best: 13.34/ 16.66 GFLOPS | Progress: (8/20) | 8.97 s [Task 14/25] Current/Best: 14.55/ 16.66 GFLOPS | Progress: (12/20) | 14.77 s [Task 14/25] Current/Best: 14.76/ 16.66 GFLOPS | Progress: (16/20) | 17.26 s [Task 14/25] Current/Best: 14.27/ 16.66 GFLOPS | Progress: (20/20) | 20.80 s Done.
+ [Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 15/25] Current/Best: 22.60/ 22.60 GFLOPS | Progress: (4/20) | 3.98 s [Task 15/25] Current/Best: 21.24/ 22.60 GFLOPS | Progress: (8/20) | 5.92 s [Task 15/25] Current/Best: 20.43/ 22.60 GFLOPS | Progress: (12/20) | 7.98 s [Task 15/25] Current/Best: 10.00/ 22.60 GFLOPS | Progress: (16/20) | 19.29 s [Task 15/25] Current/Best: 15.25/ 22.60 GFLOPS | Progress: (20/20) | 21.42 s Done.
+ [Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 16/25] Current/Best: 17.35/ 21.76 GFLOPS | Progress: (4/20) | 4.16 s [Task 16/25] Current/Best: 9.30/ 21.76 GFLOPS | Progress: (8/20) | 5.83 s [Task 16/25] Current/Best: 18.70/ 21.76 GFLOPS | Progress: (12/20) | 7.63 s [Task 16/25] Current/Best: 11.40/ 21.76 GFLOPS | Progress: (16/20) | 11.07 s [Task 16/25] Current/Best: 19.71/ 21.76 GFLOPS | Progress: (20/20) | 14.68 s Done.
+ [Task 17/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 17/25] Current/Best: 12.70/ 24.52 GFLOPS | Progress: (4/20) | 5.59 s [Task 17/25] Current/Best: 3.21/ 24.52 GFLOPS | Progress: (8/20) | 8.22 s [Task 17/25] Current/Best: 22.27/ 24.52 GFLOPS | Progress: (12/20) | 11.94 s [Task 17/25] Current/Best: 23.07/ 24.52 GFLOPS | Progress: (16/20) | 17.19 s [Task 17/25] Current/Best: 16.84/ 24.52 GFLOPS | Progress: (20/20) | 19.71 s Done.
+ [Task 18/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 18/25] Current/Best: 18.91/ 18.91 GFLOPS | Progress: (4/20) | 4.74 s [Task 18/25] Current/Best: 20.46/ 20.46 GFLOPS | Progress: (8/20) | 7.72 s [Task 18/25] Current/Best: 10.58/ 21.29 GFLOPS | Progress: (12/20) | 12.38 s [Task 18/25] Current/Best: 10.21/ 21.29 GFLOPS | Progress: (16/20) | 16.70 s [Task 18/25] Current/Best: 21.09/ 21.29 GFLOPS | Progress: (20/20) | 18.86 s Done.
+ [Task 19/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 19/25] Current/Best: 18.96/ 18.96 GFLOPS | Progress: (4/20) | 6.33 s [Task 19/25] Current/Best: 13.52/ 22.71 GFLOPS | Progress: (8/20) | 9.54 s [Task 19/25] Current/Best: 12.63/ 22.71 GFLOPS | Progress: (12/20) | 13.25 s [Task 19/25] Current/Best: 13.00/ 22.71 GFLOPS | Progress: (16/20) | 17.35 s [Task 19/25] Current/Best: 5.02/ 22.71 GFLOPS | Progress: (20/20) | 23.48 s Done.
+ [Task 20/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 20/25] Current/Best: 14.87/ 16.36 GFLOPS | Progress: (4/20) | 13.80 s [Task 20/25] Current/Best: 8.62/ 18.56 GFLOPS | Progress: (8/20) | 20.99 s [Task 20/25] Current/Best: 20.42/ 20.52 GFLOPS | Progress: (12/20) | 25.66 s [Task 20/25] Current/Best: 15.40/ 20.52 GFLOPS | Progress: (16/20) | 32.38 s [Task 20/25] Current/Best: 18.79/ 20.52 GFLOPS | Progress: (20/20) | 34.25 s [Task 21/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 21/25] Current/Best: 18.26/ 18.90 GFLOPS | Progress: (4/20) | 4.02 s [Task 21/25] Current/Best: 13.66/ 21.29 GFLOPS | Progress: (8/20) | 6.45 s [Task 21/25] Current/Best: 9.86/ 21.29 GFLOPS | Progress: (12/20) | 8.38 s [Task 21/25] Current/Best: 20.01/ 21.29 GFLOPS | Progress: (16/20) | 11.83 s [Task 21/25] Current/Best: 10.19/ 21.29 GFLOPS | Progress: (20/2
0) | 14.17 s Done.
+ [Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 22/25] Current/Best: 20.37/ 20.37 GFLOPS | Progress: (4/20) | 4.62 s [Task 22/25] Current/Best: 19.40/ 20.37 GFLOPS | Progress: (8/20) | 6.29 s [Task 22/25] Current/Best: 10.71/ 20.37 GFLOPS | Progress: (12/20) | 8.65 s [Task 22/25] Current/Best: 6.79/ 20.37 GFLOPS | Progress: (16/20) | 11.23 s [Task 22/25] Current/Best: 22.24/ 22.24 GFLOPS | Progress: (20/20) | 13.96 s Done.
+ [Task 23/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 23/25] Current/Best: 12.26/ 22.65 GFLOPS | Progress: (4/20) | 6.53 s [Task 23/25] Current/Best: 3.19/ 22.65 GFLOPS | Progress: (8/20) | 9.62 s [Task 23/25] Current/Best: 13.82/ 22.65 GFLOPS | Progress: (12/20) | 12.16 s [Task 23/25] Current/Best: 4.32/ 22.65 GFLOPS | Progress: (16/20) | 16.89 s [Task 23/25] Current/Best: 19.98/ 23.29 GFLOPS | Progress: (20/20) | 19.33 s Done.
+ [Task 24/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 24/25] Current/Best: 1.92/ 3.84 GFLOPS | Progress: (4/20) | 13.35 s [Task 24/25] Current/Best: 6.52/ 6.52 GFLOPS | Progress: (8/20) | 24.32 s Done.
+ [Task 24/25] Current/Best: 8.51/ 8.51 GFLOPS | Progress: (12/20) | 35.29 s [Task 24/25] Current/Best: 3.59/ 8.51 GFLOPS | Progress: (16/20) | 46.29 s [Task 24/25] Current/Best: 4.17/ 8.51 GFLOPS | Progress: (20/20) | 57.03 s [Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 25/25] Current/Best: 3.10/ 10.74 GFLOPS | Progress: (4/20) | 5.04 s [Task 25/25] Current/Best: 3.14/ 10.74 GFLOPS | Progress: (8/20) | 16.01 s [Task 25/25] Current/Best: 3.64/ 10.74 GFLOPS | Progress: (12/20) | 26.94 s [Task 25/25] Current/Best: 6.09/ 10.74 GFLOPS | Progress: (16/20) | 29.30 s [Task 25/25] Current/Best: 8.83/ 10.74 GFLOPS | Progress: (20/20) | 39.94 s
@@ -766,8 +765,8 @@ improvement in comparing the optimized model to the unoptimized model.
.. code-block:: none
- optimized: {'mean': 391.9160040799943, 'median': 391.30669009991834, 'std': 1.5949759088316464}
- unoptimized: {'mean': 466.6729065099753, 'median': 467.2305023000263, 'std': 1.5609685869372476}
+ optimized: {'mean': 391.6078571101025, 'median': 390.6896420499834, 'std': 3.0012592019791104}
+ unoptimized: {'mean': 465.34984752004675, 'median': 464.9661258499691, 'std': 2.0017473112177266}
@@ -790,7 +789,7 @@ profiling/benchmarking.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 13 minutes 41.218 seconds)
+ **Total running time of the script:** ( 12 minutes 47.965 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 8c27e9adb8..0cc9476c30 100644
--- a/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt
+++ b/docs/_sources/tutorial/cross_compilation_and_rpc.rst.txt
@@ -274,7 +274,7 @@ device and returns the measured cost. Network overhead is excluded.
.. code-block:: none
- 1.176e-07 secs/op
+ 1.164e-07 secs/op
diff --git a/docs/_sources/tutorial/intro_topi.rst.txt b/docs/_sources/tutorial/intro_topi.rst.txt
index 98c8165b6d..8fbd7d1f83 100644
--- a/docs/_sources/tutorial/intro_topi.rst.txt
+++ b/docs/_sources/tutorial/intro_topi.rst.txt
@@ -270,7 +270,7 @@ As you can see, scheduled stages of computation have been accumulated and we can
.. code-block:: none
- [stage(a, placeholder(a, 0x15a921f0)), stage(b, placeholder(b, 0x15274610)), stage(T_add, compute(T_add, body=[a[ax0, ax1, ax2] + b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attrs={})), stage(T_multiply, compute(T_multiply, body=[a[ax0, ax1, ax2] * b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T [...]
+ [stage(a, placeholder(a, 0x2c6467a0)), stage(b, placeholder(b, 0x2d8b13e0)), stage(T_add, compute(T_add, body=[a[ax0, ax1, ax2] + b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attrs={})), stage(T_multiply, compute(T_multiply, body=[a[ax0, ax1, ax2] * b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T [...]
diff --git a/docs/_sources/tutorial/sg_execution_times.rst.txt b/docs/_sources/tutorial/sg_execution_times.rst.txt
index 8f6bca89ac..9d017b2610 100644
--- a/docs/_sources/tutorial/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorial/sg_execution_times.rst.txt
@@ -5,24 +5,24 @@
Computation times
=================
-**16:51.432** total execution time for **tutorial** files:
+**16:24.068** total execution time for **tutorial** files:
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``) | 13:41.218 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``) | 12:47.965 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``) | 01:15.774 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``) | 01:40.153 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``) | 00:58.175 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``) | 00:58.430 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``) | 00:40.195 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``) | 00:40.392 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``) | 00:14.176 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``) | 00:15.216 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``) | 00:00.912 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``) | 00:00.921 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``) | 00:00.817 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``) | 00:00.823 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``) | 00:00.166 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``) | 00:00.168 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_tutorial_uma.py` (``uma.py``) | 00:00.000 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/tutorial/tensor_expr_get_started.rst.txt b/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
index b89ad4daf5..e5389714e4 100644
--- a/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
+++ b/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
@@ -285,7 +285,7 @@ helper function to run a profile of the TVM generated code.
.. code-block:: none
- Numpy running time: 0.000005
+ Numpy running time: 0.000006
naive: 0.000006
@@ -444,7 +444,7 @@ factor to be the number of threads on your CPU.
.. code-block:: none
- vector: 0.000038
+ vector: 0.000039
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -498,10 +498,10 @@ We can now compare the different schedules
.. code-block:: none
Operator Timing Performance
- numpy 5.198489998292644e-06 1.0
- naive 5.647e-06 1.0862769769403542
- parallel 5.903e-06 1.1355220461977884
- vector 3.8e-05 7.309814967900382
+ numpy 5.5548399905092084e-06 1.0
+ naive 5.8237e-06 1.0484010358444447
+ parallel 5.9953e-06 1.0792930147841062
+ vector 3.9092500000000006e-05 7.037556449293227
@@ -922,7 +922,7 @@ matrix multiplication.
.. code-block:: none
- Numpy running time: 0.013491
+ Numpy running time: 0.013467
@@ -980,7 +980,7 @@ optimizations.
.. code-block:: none
- none: 3.361882
+ none: 3.400829
@@ -1080,7 +1080,7 @@ schedule.
.. code-block:: none
- blocking: 0.291260
+ blocking: 0.281165
@@ -1164,7 +1164,7 @@ already cache friendly from our previous optimizations.
.. code-block:: none
- vectorization: 0.270041
+ vectorization: 0.254525
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1230,7 +1230,7 @@ more cache friendly.
.. code-block:: none
- loop permutation: 0.111016
+ loop permutation: 0.110632
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1321,7 +1321,7 @@ optimized schedule.
.. code-block:: none
- array packing: 0.102224
+ array packing: 0.103902
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1404,7 +1404,7 @@ to `C` when all the block results are ready.
.. code-block:: none
- block caching: 0.094474
+ block caching: 0.094454
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1478,7 +1478,7 @@ of thread-level parallelization.
.. code-block:: none
- parallelization: 0.111062
+ parallelization: 0.112159
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1548,13 +1548,13 @@ working, we can compare the results.
.. code-block:: none
Operator Timing Performance
- none 3.3618818679999998 1.0
- blocking 0.29125969129999996 0.08663590891528612
- vectorization 0.2700409541 0.08032434353817694
- loop permutation 0.1110157052 0.033021893558099286
- array packing 0.10222408860000001 0.030406805656384837
- block caching 0.09447449649999999 0.02810167049569869
- parallelization 0.1110623712 0.033035774474155316
+ none 3.4008288097999992 1.0
+ blocking 0.2811649766 0.08267542776330901
+ vectorization 0.254525412 0.0748421711985463
+ loop permutation 0.11063195639999998 0.032530880731543255
+ array packing 0.1039015684 0.030551837275840533
+ block caching 0.0944541394 0.027773858868701713
+ parallelization 0.1121585275 0.03297976280864193
diff --git a/docs/commit_hash b/docs/commit_hash
index 222e4b263f..11a3ebcedf 100644
--- a/docs/commit_hash
+++ b/docs/commit_hash
@@ -1 +1 @@
-8da3de1522e2caa080c61a0dbe3faa9ab93bacf9
+6a2459f185d09e33abfbe67ad4b2512610f2868b
diff --git a/docs/how_to/compile_models/from_darknet.html b/docs/how_to/compile_models/from_darknet.html
index 03d1dc98cf..4b07d8f703 100644
--- a/docs/how_to/compile_models/from_darknet.html
+++ b/docs/how_to/compile_models/from_darknet.html
@@ -605,7 +605,7 @@ class:['truck 0.9266'] left:471 top:83 right:689 bottom:169
class:['bicycle 0.9984'] left:111 top:113 right:577 bottom:447
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 29.018 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 26.906 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-compile-models-from-darknet-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7716f96385bd5abb6e822041e285be54/from_darknet.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">from_darknet.py</span></code></a></p>
diff --git a/docs/how_to/compile_models/from_mxnet.html b/docs/how_to/compile_models/from_mxnet.html
index 22697f3bef..6acb6381bb 100644
--- a/docs/how_to/compile_models/from_mxnet.html
+++ b/docs/how_to/compile_models/from_mxnet.html
@@ -459,7 +459,7 @@
<span class="nb">print</span><span class="p">(</span><span class="s2">"x"</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#tuple" title="builtins.tuple" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">x</span><span class="o">.</span><span class="n">shape</span></a><span class="p">)</span>
</pre></div>
</div>
-<img src="../../_images/sphx_glr_from_mxnet_001.png" srcset="../../_images/sphx_glr_from_mxnet_001.png" alt="from mxnet" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zipca0e531b-4fde-4406-85af-8019f3fedf5f from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/resnet18_v1-a0666292.zip...
+<img src="../../_images/sphx_glr_from_mxnet_001.png" srcset="../../_images/sphx_glr_from_mxnet_001.png" alt="from mxnet" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading /workspace/.mxnet/models/resnet18_v1-a0666292.zipda498906-fc40-4541-9237-9aaf4a2e31c1 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 aa66575bfd..7d42f66a37 100644
--- a/docs/how_to/compile_models/from_oneflow.html
+++ b/docs/how_to/compile_models/from_oneflow.html
@@ -469,14 +469,13 @@ Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdo
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading: "https://oneflow-public.oss-cn-beijing.aliyuncs.com/model_zoo/flowvision/classification/ResNet/resnet18.zip" to /workspace/.oneflow/flowvision_cache/resnet18.zip
0%| | 0.00/41.5M [00:00<?, ?B/s]
- 19%|#9 | 7.99M/41.5M [00:00<00:01, 32.4MB/s]
- 35%|###4 | 14.3M/41.5M [00:00<00:00, 39.1MB/s]
- 44%|####4 | 18.3M/41.5M [00:00<00:00, 37.6MB/s]
- 54%|#####3 | 22.3M/41.5M [00:00<00:00, 37.5MB/s]
- 66%|######5 | 27.3M/41.5M [00:00<00:00, 41.8MB/s]
- 81%|########1 | 33.6M/41.5M [00:00<00:00, 48.9MB/s]
- 93%|#########2| 38.5M/41.5M [00:01<00:00, 34.2MB/s]
-100%|##########| 41.5M/41.5M [00:01<00:00, 37.9MB/s]
+ 15%|#5 | 6.33M/41.5M [00:00<00:00, 64.2MB/s]
+ 30%|### | 12.5M/41.5M [00:00<00:00, 54.7MB/s]
+ 43%|####2 | 17.8M/41.5M [00:00<00:00, 39.9MB/s]
+ 58%|#####7 | 24.0M/41.5M [00:00<00:00, 36.7MB/s]
+ 77%|#######7 | 32.0M/41.5M [00:00<00:00, 47.5MB/s]
+ 92%|#########2| 38.3M/41.5M [00:00<00:00, 50.2MB/s]
+100%|##########| 41.5M/41.5M [00:00<00:00, 45.5MB/s]
</pre></div>
</div>
</div>
diff --git a/docs/how_to/compile_models/from_pytorch.html b/docs/how_to/compile_models/from_pytorch.html
index 0cc2bbd3a0..d05115ae95 100644
--- a/docs/how_to/compile_models/from_pytorch.html
+++ b/docs/how_to/compile_models/from_pytorch.html
@@ -452,12 +452,12 @@ be unstable.</p>
Downloading: "https://download.pytorch.org/models/resnet18-f37072fd.pth" to /workspace/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth
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- 54%|#####3 | 24.0M/44.7M [00:00<00:00, 51.3MB/s]
- 72%|#######1 | 32.0M/44.7M [00:00<00:00, 59.5MB/s]
- 90%|########9 | 40.0M/44.7M [00:00<00:00, 61.4MB/s]
-100%|##########| 44.7M/44.7M [00:00<00:00, 61.1MB/s]
+ 18%|#7 | 7.99M/44.7M [00:00<00:00, 49.4MB/s]
+ 36%|###5 | 16.0M/44.7M [00:00<00:00, 64.7MB/s]
+ 55%|#####4 | 24.4M/44.7M [00:00<00:00, 74.1MB/s]
+ 71%|#######1 | 31.9M/44.7M [00:00<00:00, 63.2MB/s]
+ 90%|########9 | 40.0M/44.7M [00:00<00:00, 54.4MB/s]
+100%|##########| 44.7M/44.7M [00:00<00:00, 51.2MB/s]
</pre></div>
</div>
</div>
diff --git a/docs/how_to/compile_models/from_tensorflow.html b/docs/how_to/compile_models/from_tensorflow.html
index 448996f178..4c427097b1 100644
--- a/docs/how_to/compile_models/from_tensorflow.html
+++ b/docs/how_to/compile_models/from_tensorflow.html
@@ -672,7 +672,7 @@ banana (score = 0.00022)
desk (score = 0.00019)
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 25.928 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 25.821 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-compile-models-from-tensorflow-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7f1d3d1b878694c201c614c807cdebc8/from_tensorflow.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">from_tensorflow.py</span></code></a></p>
diff --git a/docs/how_to/compile_models/sg_execution_times.html b/docs/how_to/compile_models/sg_execution_times.html
index 8a4cdce647..f4248916d0 100644
--- a/docs/how_to/compile_models/sg_execution_times.html
+++ b/docs/how_to/compile_models/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-compile-models-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>06:48.232</strong> total execution time for <strong>how_to_compile_models</strong> files:</p>
+<p><strong>06:45.843</strong> total execution time for <strong>how_to_compile_models</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 81%" />
@@ -369,43 +369,43 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="from_darknet.html#sphx-glr-how-to-compile-models-from-darknet-py"><span class="std std-ref">Compile YOLO-V2 and YOLO-V3 in DarkNet Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_darknet.py</span></code>)</p></td>
-<td><p>01:29.018</p></td>
+<td><p>01:26.906</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_tensorflow.html#sphx-glr-how-to-compile-models-from-tensorflow-py"><span class="std std-ref">Compile Tensorflow Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_tensorflow.py</span></code>)</p></td>
-<td><p>01:25.928</p></td>
+<td><p>01:25.821</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_paddle.html#sphx-glr-how-to-compile-models-from-paddle-py"><span class="std std-ref">Compile PaddlePaddle Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_paddle.py</span></code>)</p></td>
-<td><p>00:57.955</p></td>
+<td><p>00:57.915</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_oneflow.html#sphx-glr-how-to-compile-models-from-oneflow-py"><span class="std std-ref">Compile OneFlow Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_oneflow.py</span></code>)</p></td>
-<td><p>00:40.521</p></td>
+<td><p>00:40.443</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_coreml.html#sphx-glr-how-to-compile-models-from-coreml-py"><span class="std std-ref">Compile CoreML Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_coreml.py</span></code>)</p></td>
-<td><p>00:35.517</p></td>
+<td><p>00:35.801</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_mxnet.html#sphx-glr-how-to-compile-models-from-mxnet-py"><span class="std std-ref">Compile MXNet Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_mxnet.py</span></code>)</p></td>
-<td><p>00:32.634</p></td>
+<td><p>00:32.642</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_pytorch.html#sphx-glr-how-to-compile-models-from-pytorch-py"><span class="std std-ref">Compile PyTorch Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_pytorch.py</span></code>)</p></td>
-<td><p>00:27.034</p></td>
+<td><p>00:27.073</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_keras.html#sphx-glr-how-to-compile-models-from-keras-py"><span class="std std-ref">Compile Keras Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_keras.py</span></code>)</p></td>
-<td><p>00:25.541</p></td>
+<td><p>00:25.537</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_tflite.html#sphx-glr-how-to-compile-models-from-tflite-py"><span class="std std-ref">Compile TFLite Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_tflite.py</span></code>)</p></td>
-<td><p>00:11.374</p></td>
+<td><p>00:10.979</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_onnx.html#sphx-glr-how-to-compile-models-from-onnx-py"><span class="std std-ref">Compile ONNX Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_onnx.py</span></code>)</p></td>
-<td><p>00:02.709</p></td>
+<td><p>00:02.725</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/deploy_models/deploy_model_on_adreno.html b/docs/how_to/deploy_models/deploy_model_on_adreno.html
index 5cf2c8df62..5106be29bd 100644
--- a/docs/how_to/deploy_models/deploy_model_on_adreno.html
+++ b/docs/how_to/deploy_models/deploy_model_on_adreno.html
@@ -850,10 +850,10 @@ Top5 predictions:
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 3991.6639 3989.8288 4005.6129 3988.9358 4.7853
+ 3990.5257 3991.3653 3994.4083 3985.5099 2.9796
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 16.117 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 16.079 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-model-on-adreno-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/2387d8448da213eb625e6b3d916327d4/deploy_model_on_adreno.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_model_on_adreno.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/deploy_model_on_adreno_tvmc.html b/docs/how_to/deploy_models/deploy_model_on_adreno_tvmc.html
index 1a39a2b55d..0e631db78a 100644
--- a/docs/how_to/deploy_models/deploy_model_on_adreno_tvmc.html
+++ b/docs/how_to/deploy_models/deploy_model_on_adreno_tvmc.html
@@ -458,28 +458,25 @@ to run this tutorial with a real device over rpc.</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/resnet/resnet50_weights_tf_dim_ordering_tf_kernels.h5
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</pre></div>
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diff --git a/docs/how_to/deploy_models/deploy_model_on_android.html b/docs/how_to/deploy_models/deploy_model_on_android.html
index 0d61e24f3e..72f656f2d6 100644
--- a/docs/how_to/deploy_models/deploy_model_on_android.html
+++ b/docs/how_to/deploy_models/deploy_model_on_android.html
@@ -682,7 +682,7 @@ to the remote android device.</p>
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 14.3470 14.2405 14.9508 13.9177 0.3702
+ 14.0373 14.0566 14.1889 13.8782 0.1140
</pre></div>
</div>
</div>
diff --git a/docs/how_to/deploy_models/deploy_object_detection_pytorch.html b/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
index d373a3518d..aaddc4a289 100644
--- a/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
+++ b/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
@@ -474,35 +474,36 @@ be unstable.</p>
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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/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/nn/functional.py:3912: 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).
(torch.floor((input.size(i + 2).float() * torch.tensor(scale_factors[i], dtype=torch.float32)).float()))
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torchvision/ops/boxes.py:157: 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).
@@ -593,7 +594,7 @@ torchvision rcnn models.</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Get 9 valid boxes
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 3 minutes 18.327 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 3 minutes 18.058 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-object-detection-pytorch-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7795da4b258c8feff986668b95ef57ad/deploy_object_detection_pytorch.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_object_detection_pytorch.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/deploy_prequantized.html b/docs/how_to/deploy_models/deploy_prequantized.html
index b73c287a30..9f502c6a7a 100644
--- a/docs/how_to/deploy_models/deploy_prequantized.html
+++ b/docs/how_to/deploy_models/deploy_prequantized.html
@@ -515,8 +515,9 @@ training. Other models require a full post training calibration.</p>
Downloading: "https://download.pytorch.org/models/mobilenet_v2-b0353104.pth" to /workspace/.cache/torch/hub/checkpoints/mobilenet_v2-b0353104.pth
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</pre></div>
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@@ -607,7 +608,7 @@ output values are identical out of 1000 outputs from mobilenet v2.</p>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 85.8565 85.8181 86.5225 85.5201 0.1851
+ 85.8499 85.7669 90.2811 85.4211 0.5409
</pre></div>
</div>
<div class="admonition note">
@@ -646,7 +647,7 @@ This includes support for the VNNI 8 bit dot product instruction (CascadeLake or
<div class="section" id="deploy-a-quantized-tflite-model">
<h2>Deploy a quantized TFLite Model<a class="headerlink" href="#deploy-a-quantized-tflite-model" title="Permalink to this headline">¶</a></h2>
<p>TODO</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 23.467 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 23.870 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-prequantized-py">
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<p><a class="reference download internal" download="" href="../../_downloads/fb8217c13f4351224c6cf3aacf1a87fc/deploy_prequantized.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_prequantized.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/deploy_prequantized_tflite.html b/docs/how_to/deploy_models/deploy_prequantized_tflite.html
index 20e86ad435..341fa28764 100644
--- a/docs/how_to/deploy_models/deploy_prequantized_tflite.html
+++ b/docs/how_to/deploy_models/deploy_prequantized_tflite.html
@@ -600,7 +600,7 @@ TFLite Top-5 labels: [387 102 386 341 349]
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 105.3708 105.0166 107.6633 103.9523 1.0550
+ 103.0370 102.7011 108.8385 101.6848 1.1458
</pre></div>
</div>
<div class="admonition note">
diff --git a/docs/how_to/deploy_models/deploy_quantized.html b/docs/how_to/deploy_models/deploy_quantized.html
index f9a5b52fd6..dce04feac0 100644
--- a/docs/how_to/deploy_models/deploy_quantized.html
+++ b/docs/how_to/deploy_models/deploy_quantized.html
@@ -541,7 +541,7 @@ for calibration. But the accuracy might be impacted.</p>
warnings.warn(
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 48.710 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 52.663 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-quantized-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7810ecf51bfc05f7d5e8a400ac3e815d/deploy_quantized.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_quantized.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/sg_execution_times.html b/docs/how_to/deploy_models/sg_execution_times.html
index 36169789d3..64a107010b 100644
--- a/docs/how_to/deploy_models/sg_execution_times.html
+++ b/docs/how_to/deploy_models/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-deploy-models-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>11:05.630</strong> total execution time for <strong>how_to_deploy_models</strong> files:</p>
+<p><strong>11:09.525</strong> total execution time for <strong>how_to_deploy_models</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 86%" />
@@ -369,39 +369,39 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_object_detection_pytorch.html#sphx-glr-how-to-deploy-models-deploy-object-detection-pytorch-py"><span class="std std-ref">Compile PyTorch Object Detection Models</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_object_detection_pytorch.py</span></code>)</p></td>
-<td><p>03:18.327</p></td>
+<td><p>03:18.058</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_quantized.html#sphx-glr-how-to-deploy-models-deploy-quantized-py"><span class="std std-ref">Deploy a Quantized Model on Cuda</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_quantized.py</span></code>)</p></td>
-<td><p>01:48.710</p></td>
+<td><p>01:52.663</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_prequantized.html#sphx-glr-how-to-deploy-models-deploy-prequantized-py"><span class="std std-ref">Deploy a Framework-prequantized Model with TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_prequantized.py</span></code>)</p></td>
-<td><p>01:23.467</p></td>
+<td><p>01:23.870</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_model_on_adreno.html#sphx-glr-how-to-deploy-models-deploy-model-on-adreno-py"><span class="std std-ref">Deploy the Pretrained Model on Adreno™</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_adreno.py</span></code>)</p></td>
-<td><p>01:16.117</p></td>
+<td><p>01:16.079</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_prequantized_tflite.html#sphx-glr-how-to-deploy-models-deploy-prequantized-tflite-py"><span class="std std-ref">Deploy a Framework-prequantized Model with TVM - Part 3 (TFLite)</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_prequantized_tflite.py</span></code>)</p></td>
-<td><p>00:48.784</p></td>
+<td><p>00:48.669</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_model_on_android.html#sphx-glr-how-to-deploy-models-deploy-model-on-android-py"><span class="std std-ref">Deploy the Pretrained Model on Android</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_android.py</span></code>)</p></td>
-<td><p>00:48.134</p></td>
+<td><p>00:48.139</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_model_on_adreno_tvmc.html#sphx-glr-how-to-deploy-models-deploy-model-on-adreno-tvmc-py"><span class="std std-ref">Deploy the Pretrained Model on Adreno™ with tvmc Interface</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_adreno_tvmc.py</span></code>)</p></td>
-<td><p>00:44.537</p></td>
+<td><p>00:44.453</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_model_on_nano.html#sphx-glr-how-to-deploy-models-deploy-model-on-nano-py"><span class="std std-ref">Deploy the Pretrained Model on Jetson Nano</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_nano.py</span></code>)</p></td>
-<td><p>00:28.875</p></td>
+<td><p>00:28.879</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_model_on_rasp.html#sphx-glr-how-to-deploy-models-deploy-model-on-rasp-py"><span class="std std-ref">Deploy the Pretrained Model on Raspberry Pi</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_rasp.py</span></code>)</p></td>
-<td><p>00:28.673</p></td>
+<td><p>00:28.709</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_sparse.html#sphx-glr-how-to-deploy-models-deploy-sparse-py"><span class="std std-ref">Deploy a Hugging Face Pruned Model on CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_sparse.py</span></code>)</p></td>
diff --git a/docs/how_to/extend_tvm/bring_your_own_datatypes.html b/docs/how_to/extend_tvm/bring_your_own_datatypes.html
index 4ee126b1b0..1728310cf8 100644
--- a/docs/how_to/extend_tvm/bring_your_own_datatypes.html
+++ b/docs/how_to/extend_tvm/bring_your_own_datatypes.html
@@ -639,7 +639,7 @@ In this alpha state of the Bring Your Own Datatypes framework, we have not imple
<span class="n">module</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">params</span></a> <span class="o">=</span> <span class="n">get_mobilenet</span><span class="p">()</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading /workspace/.mxnet/models/mobilenet0.25-9f83e440.zipeeacc767-dc7c-42c4-9ec1-5a2ce7f3f0d7 from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/mobilenet0.25-9f83e440.zip...
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading /workspace/.mxnet/models/mobilenet0.25-9f83e440.zip401afa28-c8c8-4544-866f-2847f2c40fac from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/models/mobilenet0.25-9f83e440.zip...
</pre></div>
</div>
<p>It’s easy to execute MobileNet with native TVM:</p>
diff --git a/docs/how_to/extend_tvm/sg_execution_times.html b/docs/how_to/extend_tvm/sg_execution_times.html
index ba8b7c1c18..6802077df2 100644
--- a/docs/how_to/extend_tvm/sg_execution_times.html
+++ b/docs/how_to/extend_tvm/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-extend-tvm-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:54.870</strong> total execution time for <strong>how_to_extend_tvm</strong> files:</p>
+<p><strong>00:54.966</strong> total execution time for <strong>how_to_extend_tvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -369,15 +369,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="bring_your_own_datatypes.html#sphx-glr-how-to-extend-tvm-bring-your-own-datatypes-py"><span class="std std-ref">Bring Your Own Datatypes to TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">bring_your_own_datatypes.py</span></code>)</p></td>
-<td><p>00:51.105</p></td>
+<td><p>00:51.206</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="use_pass_instrument.html#sphx-glr-how-to-extend-tvm-use-pass-instrument-py"><span class="std std-ref">How to Use TVM Pass Instrument</span></a> (<code class="docutils literal notranslate"><span class="pre">use_pass_instrument.py</span></code>)</p></td>
-<td><p>00:02.639</p></td>
+<td><p>00:02.622</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="use_pass_infra.html#sphx-glr-how-to-extend-tvm-use-pass-infra-py"><span class="std std-ref">How to Use TVM Pass Infra</span></a> (<code class="docutils literal notranslate"><span class="pre">use_pass_infra.py</span></code>)</p></td>
-<td><p>00:01.119</p></td>
+<td><p>00:01.131</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="low_level_custom_pass.html#sphx-glr-how-to-extend-tvm-low-level-custom-pass-py"><span class="std std-ref">Writing a Customized Pass</span></a> (<code class="docutils literal notranslate"><span class="pre">low_level_custom_pass.py</span></code>)</p></td>
diff --git a/docs/how_to/extend_tvm/use_pass_instrument.html b/docs/how_to/extend_tvm/use_pass_instrument.html
index 8d58d378bd..d8e3a6ac6c 100644
--- a/docs/how_to/extend_tvm/use_pass_instrument.html
+++ b/docs/how_to/extend_tvm/use_pass_instrument.html
@@ -546,10 +546,10 @@ profile the execution time of each passes.</p>
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Printing results of timing profile...
-InferType: 24014us [24014us] (48.71%; 48.71%)
-FoldScaleAxis: 25281us [6us] (51.29%; 51.29%)
- FoldConstant: 25275us [1735us] (51.27%; 99.97%)
- InferType: 23540us [23540us] (47.75%; 93.14%)
+InferType: 24393us [24393us] (48.66%; 48.66%)
+FoldScaleAxis: 25734us [7us] (51.34%; 51.34%)
+ FoldConstant: 25727us [1732us] (51.32%; 99.97%)
+ InferType: 23995us [23995us] (47.87%; 93.27%)
</pre></div>
</div>
</div>
@@ -571,10 +571,10 @@ Refer to following sections and <a class="reference internal" href="../../refere
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Printing results of timing profile...
-InferType: 23284us [23284us] (48.57%; 48.57%)
-FoldScaleAxis: 24655us [5us] (51.43%; 51.43%)
- FoldConstant: 24650us [1722us] (51.42%; 99.98%)
- InferType: 22928us [22928us] (47.83%; 93.02%)
+InferType: 24358us [24358us] (49.27%; 49.27%)
+FoldScaleAxis: 25084us [5us] (50.73%; 50.73%)
+ FoldConstant: 25079us [1662us] (50.72%; 99.98%)
+ InferType: 23417us [23417us] (47.36%; 93.37%)
</pre></div>
</div>
<p>Register empty list to clear existing instruments.</p>
diff --git a/docs/how_to/optimize_operators/opt_conv_cuda.html b/docs/how_to/optimize_operators/opt_conv_cuda.html
index cba41cfd73..e5f7bc9cae 100644
--- a/docs/how_to/optimize_operators/opt_conv_cuda.html
+++ b/docs/how_to/optimize_operators/opt_conv_cuda.html
@@ -595,7 +595,7 @@ latency of convolution.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Convolution: </span><span class="si">%f</span><span class="s2"> ms"</span> <span class="o">%</span> <span class="p">(</span><span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">w</span><span class="p">,</span> <span class="n">b</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span> <span class="o">*</span> <span cl [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Convolution: 40.212448 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Convolution: 52.177440 ms
</pre></div>
</div>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-optimize-operators-opt-conv-cuda-py">
diff --git a/docs/how_to/optimize_operators/opt_conv_tensorcore.html b/docs/how_to/optimize_operators/opt_conv_tensorcore.html
index 81c6bb9588..95e7bd4360 100644
--- a/docs/how_to/optimize_operators/opt_conv_tensorcore.html
+++ b/docs/how_to/optimize_operators/opt_conv_tensorcore.html
@@ -877,7 +877,7 @@ be able to run on our build server</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"conv2d with tensor core: </span><span class="si">%f</span><span class="s2"> ms"</span> <span class="o">%</span> <span class="p">(</span><span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">w</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span> <span class="o">* [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>conv2d with tensor core: 12.278522 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>conv2d with tensor core: 11.082339 ms
</pre></div>
</div>
</div>
diff --git a/docs/how_to/optimize_operators/opt_gemm.html b/docs/how_to/optimize_operators/opt_gemm.html
index a0eef90c69..22992a956b 100644
--- a/docs/how_to/optimize_operators/opt_gemm.html
+++ b/docs/how_to/optimize_operators/opt_gemm.html
@@ -492,8 +492,8 @@ Then we write a baseline implementation, the simplest way to write a matrix mult
<span class="nb">print</span><span class="p">(</span><span class="s2">"Baseline: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.013749
-Baseline: 3.344586
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.013446
+Baseline: 3.343652
</pre></div>
</div>
<p>In TVM, we can always inspect lower level IR to debug or optimize our schedule.
@@ -552,7 +552,7 @@ fill 32 * 32 * sizeof(float) which is 4KB in the cache whose total size is 32KB
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt1: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt1: 0.274582
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt1: 0.292726
</pre></div>
</div>
<p>Here is the generated IR after blocking.</p>
@@ -609,7 +609,7 @@ vastly.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt2: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt2: 0.258142
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt2: 0.261771
</pre></div>
</div>
<p>Here is the generated IR after vectorization.</p>
@@ -664,7 +664,7 @@ the access pattern for A matrix is more cache friendly.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt3: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt3: 0.112236
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt3: 0.108694
</pre></div>
</div>
<p>Here is the generated IR after loop permutation.</p>
@@ -741,7 +741,7 @@ flattening.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt4: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt4: 0.106811
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt4: 0.102877
</pre></div>
</div>
<p>Here is the generated IR after array packing.</p>
@@ -819,7 +819,7 @@ write to C when all the block results are ready.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt5: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">evaluator</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt5: 0.095438
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt5: 0.093915
</pre></div>
</div>
<p>Here is the generated IR after blocking.</p>
@@ -899,7 +899,7 @@ class Module:
<span class="nb">print</span><span class="p">(</span><span class="s2">"Opt6: </span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="n">opt6_time</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt6: 0.112650
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt6: 0.111267
</pre></div>
</div>
<p>Here is the generated IR after parallelization.</p>
diff --git a/docs/how_to/optimize_operators/sg_execution_times.html b/docs/how_to/optimize_operators/sg_execution_times.html
index 5ed23c4893..3490c75006 100644
--- a/docs/how_to/optimize_operators/sg_execution_times.html
+++ b/docs/how_to/optimize_operators/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-optimize-operators-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:31.324</strong> total execution time for <strong>how_to_optimize_operators</strong> files:</p>
+<p><strong>00:31.349</strong> total execution time for <strong>how_to_optimize_operators</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -369,15 +369,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="opt_gemm.html#sphx-glr-how-to-optimize-operators-opt-gemm-py"><span class="std std-ref">How to optimize GEMM on CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">opt_gemm.py</span></code>)</p></td>
-<td><p>00:28.381</p></td>
+<td><p>00:28.392</p></td>
<td><p>0.0 MB</p></td>
</tr>
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+++ b/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
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<table class="docutils align-default">
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<tr class="row-odd"><td><p><a class="reference internal" href="tune_network_arm.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-arm-py"><span class="std std-ref">Auto-scheduling a Neural Network for ARM CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_arm.py</span></code>)</p></td>
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diff --git a/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html b/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html
index a5d0149941..6d0c62d915 100644
--- a/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html
+++ b/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html
@@ -936,7 +936,7 @@ so we can read the log file and load the best schedules.</p>
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
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To use the RPC Tracker in auto-scheduler, replace the runner in <code class="code docutils literal notranslate"><span class="pre">TuningOptions</span></code>
with <a class="reference internal" href="../../reference/api/python/auto_scheduler.html#tvm.auto_scheduler.RPCRunner" title="tvm.auto_scheduler.RPCRunner"><code class="xref any py py-class docutils literal notranslate"><span class="pre">auto_scheduler.RPCRunner</span></code></a>.</p></li>
</ol>
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<p><a class="reference download internal" download="" href="../../_downloads/eafe360d52540634c9eea0fa89e804bd/tune_network_cuda.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">tune_network_cuda.py</span></code></a></p>
diff --git a/docs/how_to/tune_with_autoscheduler/tune_network_x86.html b/docs/how_to/tune_with_autoscheduler/tune_network_x86.html
index 8e1532fc3f..4adc1b03f0 100644
--- a/docs/how_to/tune_with_autoscheduler/tune_network_x86.html
+++ b/docs/how_to/tune_with_autoscheduler/tune_network_x86.html
@@ -955,7 +955,7 @@ so we can read the log file and load the best schedules.</p>
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
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</pre></div>
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To use the RPC Tracker in auto-scheduler, replace the runner in <code class="code docutils literal notranslate"><span class="pre">TuningOptions</span></code>
with <a class="reference internal" href="../../reference/api/python/auto_scheduler.html#tvm.auto_scheduler.RPCRunner" title="tvm.auto_scheduler.RPCRunner"><code class="xref any py py-class docutils literal notranslate"><span class="pre">auto_scheduler.RPCRunner</span></code></a>.</p></li>
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@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-tune-with-autotvm-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
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<table class="docutils align-default">
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index 3794bf2203..5fa501c11e 100644
--- a/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html
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@@ -630,7 +630,7 @@ and measure running time.</p>
Best config:
,None
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<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>########## Build without Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
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</pre></div>
</div>
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@@ -719,13 +719,13 @@ Total_time -
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>########## Build with Autotuning ##########
Node Name Ops Time(us) Time(%) Shape Inputs Outputs Measurements(us)
--------- --- -------- ------- ----- ------ ------- ----------------
-tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 100.7 97.524 (1, 6, 10, 10, 1) 2 1 [100.7]
-tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.738 1.683 (1, 6, 10, 10) 1 1 [1.738]
-tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.819 0.793 (1, 3, 10, 10, 1) 1 1 [0.819]
-Total_time - 103.257 - - - - -
+tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 100.25 97.537 (1, 6, 10, 10, 1) 2 1 [100.25]
+tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.717 1.671 (1, 6, 10, 10) 1 1 [1.717]
+tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.814 0.792 (1, 3, 10, 10, 1) 1 1 [0.814]
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</pre></div>
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index 7174c001ab..13fcb0854f 100644
--- a/docs/how_to/work_with_microtvm/micro_pytorch.html
+++ b/docs/how_to/work_with_microtvm/micro_pytorch.html
@@ -475,8 +475,8 @@ download a cat image and preprocess it to use as the model input.</p>
Downloading: "https://download.pytorch.org/models/quantized/mobilenet_v2_qnnpack_37f702c5.pth" to /workspace/.cache/torch/hub/checkpoints/mobilenet_v2_qnnpack_37f702c5.pth
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/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/_utils.py:314: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly. To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
device=storage.device,
/workspace/python/tvm/relay/frontend/pytorch_utils.py:47: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
@@ -604,7 +604,7 @@ via the host <cite>main.cc`</cite> or if a Zephyr emulated board is selected as
Torch top-1 id: 282, class name: tiger cat
</pre></div>
</div>
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index dd721d97a6..808042651a 100644
--- a/docs/how_to/work_with_microtvm/micro_train.html
+++ b/docs/how_to/work_with_microtvm/micro_train.html
@@ -543,7 +543,7 @@ take about <strong>2 minutes</strong> to download the Stanford Cars, while COCO
<a href="https://docs.python.org/3/library/shutil.html#shutil.move" title="shutil.move" class="sphx-glr-backref-module-shutil sphx-glr-backref-type-py-function"><span class="n">shutil</span><span class="o">.</span><span class="n">move</span></a><span class="p">(</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-typ [...]
</pre></div>
</div>
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</pre></div>
</div>
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@@ -603,8 +603,8 @@ objects to other stuff? We can display some examples from our datasets using <co
<span class="n">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s2">"off"</span><span class="p">)</span>
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-/tmp/tmprstsnazr/images/random contains 5000 images
+<img src="../../_images/sphx_glr_micro_train_001.png" srcset="../../_images/sphx_glr_micro_train_001.png" alt="[1.0, 0.0], [1.0, 0.0], [1.0, 0.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [1.0, 0.0], [0.0, 1.0]" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/tmp/tmpz_evsirq/images/target contains 8144 images
+/tmp/tmpz_evsirq/images/random contains 5000 images
</pre></div>
</div>
</div>
@@ -716,13 +716,13 @@ the time on our validation set).</p>
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Epoch 1/3
-328/328 - 37s - loss: 0.2296 - accuracy: 0.9228 - val_loss: 0.1097 - val_accuracy: 0.9596 - 37s/epoch - 114ms/step
+328/328 - 39s - loss: 0.2144 - accuracy: 0.9275 - val_loss: 0.1085 - val_accuracy: 0.9619 - 39s/epoch - 117ms/step
Epoch 2/3
-328/328 - 34s - loss: 0.1025 - accuracy: 0.9628 - val_loss: 0.1087 - val_accuracy: 0.9603 - 34s/epoch - 104ms/step
+328/328 - 34s - loss: 0.0996 - accuracy: 0.9637 - val_loss: 0.1078 - val_accuracy: 0.9645 - 34s/epoch - 104ms/step
Epoch 3/3
-328/328 - 34s - loss: 0.0659 - accuracy: 0.9741 - val_loss: 0.0958 - val_accuracy: 0.9675 - 34s/epoch - 104ms/step
+328/328 - 34s - loss: 0.0679 - accuracy: 0.9755 - val_loss: 0.0922 - val_accuracy: 0.9679 - 34s/epoch - 104ms/step
-<keras.callbacks.History object at 0x7f97e8657580>
+<keras.callbacks.History object at 0x7f80c8759a00>
</pre></div>
</div>
</div>
@@ -986,7 +986,7 @@ as intended.</p>
<p>From here, we could modify the model to read live images from the camera - we have another
Arduino tutorial for how to do that <a class="reference external" href="https://github.com/guberti/tvm-arduino-demos/tree/master/examples/person_detection">on GitHub</a>. Alternatively, we could also
<a class="reference external" href="https://tvm.apache.org/docs/how_to/work_with_microtvm/micro_autotune.html">use TVM’s autotuning capabilities</a> to dramatically improve the model’s performance.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 4 minutes 35.028 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 4 minutes 26.554 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-work-with-microtvm-micro-train-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/b52cec46baf4f78d6bcd94cbe269c8a6/micro_train.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">micro_train.py</span></code></a></p>
diff --git a/docs/how_to/work_with_microtvm/sg_execution_times.html b/docs/how_to/work_with_microtvm/sg_execution_times.html
index 37ae406836..0e94dce1a0 100644
--- a/docs/how_to/work_with_microtvm/sg_execution_times.html
+++ b/docs/how_to/work_with_microtvm/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-work-with-microtvm-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>07:45.915</strong> total execution time for <strong>how_to_work_with_microtvm</strong> files:</p>
+<p><strong>07:37.918</strong> total execution time for <strong>how_to_work_with_microtvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 82%" />
@@ -369,27 +369,27 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_train.html#sphx-glr-how-to-work-with-microtvm-micro-train-py"><span class="std std-ref">5. Training Vision Models for microTVM on Arduino</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_train.py</span></code>)</p></td>
-<td><p>04:35.028</p></td>
+<td><p>04:26.554</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="micro_pytorch.html#sphx-glr-how-to-work-with-microtvm-micro-pytorch-py"><span class="std std-ref">4. microTVM PyTorch Tutorial</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_pytorch.py</span></code>)</p></td>
-<td><p>01:24.100</p></td>
+<td><p>01:24.658</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_autotune.html#sphx-glr-how-to-work-with-microtvm-micro-autotune-py"><span class="std std-ref">6. Model Tuning with microTVM</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_autotune.py</span></code>)</p></td>
-<td><p>01:20.199</p></td>
+<td><p>01:19.890</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="micro_aot.html#sphx-glr-how-to-work-with-microtvm-micro-aot-py"><span class="std std-ref">3. microTVM Ahead-of-Time (AOT) Compilation</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_aot.py</span></code>)</p></td>
-<td><p>00:11.261</p></td>
+<td><p>00:11.306</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_custom_ide.html#sphx-glr-how-to-work-with-microtvm-micro-custom-ide-py"><span class="std std-ref">9. Bring microTVM to your own development environment</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_custom_ide.py</span></code>)</p></td>
-<td><p>00:08.358</p></td>
+<td><p>00:08.457</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="micro_tflite.html#sphx-glr-how-to-work-with-microtvm-micro-tflite-py"><span class="std std-ref">2. microTVM TFLite Tutorial</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_tflite.py</span></code>)</p></td>
-<td><p>00:06.969</p></td>
+<td><p>00:07.053</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_ethosu.html#sphx-glr-how-to-work-with-microtvm-micro-ethosu-py"><span class="std std-ref">7. Running TVM on bare metal Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU with CMSIS-NN</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_ethosu.py</span></code>)</p></td>
diff --git a/docs/how_to/work_with_relay/sg_execution_times.html b/docs/how_to/work_with_relay/sg_execution_times.html
index 78103aa556..e52e2df526 100644
--- a/docs/how_to/work_with_relay/sg_execution_times.html
+++ b/docs/how_to/work_with_relay/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-work-with-relay-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:36.295</strong> total execution time for <strong>how_to_work_with_relay</strong> files:</p>
+<p><strong>00:36.239</strong> total execution time for <strong>how_to_work_with_relay</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -369,15 +369,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="using_pipeline_executor.html#sphx-glr-how-to-work-with-relay-using-pipeline-executor-py"><span class="std std-ref">Using Pipeline Executor in Relay</span></a> (<code class="docutils literal notranslate"><span class="pre">using_pipeline_executor.py</span></code>)</p></td>
-<td><p>00:31.545</p></td>
+<td><p>00:31.560</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="using_external_lib.html#sphx-glr-how-to-work-with-relay-using-external-lib-py"><span class="std std-ref">Using External Libraries in Relay</span></a> (<code class="docutils literal notranslate"><span class="pre">using_external_lib.py</span></code>)</p></td>
-<td><p>00:02.948</p></td>
+<td><p>00:02.946</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="build_gcn.html#sphx-glr-how-to-work-with-relay-build-gcn-py"><span class="std std-ref">Building a Graph Convolutional Network</span></a> (<code class="docutils literal notranslate"><span class="pre">build_gcn.py</span></code>)</p></td>
-<td><p>00:01.797</p></td>
+<td><p>00:01.728</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="using_relay_viz.html#sphx-glr-how-to-work-with-relay-using-relay-viz-py"><span class="std std-ref">Use Relay Visualizer to Visualize Relay</span></a> (<code class="docutils literal notranslate"><span class="pre">using_relay_viz.py</span></code>)</p></td>
diff --git a/docs/how_to/work_with_schedules/intrin_math.html b/docs/how_to/work_with_schedules/intrin_math.html
index 75674e4d4e..48f34139dd 100644
--- a/docs/how_to/work_with_schedules/intrin_math.html
+++ b/docs/how_to/work_with_schedules/intrin_math.html
@@ -572,7 +572,7 @@ The following example customizes CUDA lowering rule for <code class="code docuti
<a href="../../reference/api/python/ir.html#tvm.ir.register_intrin_lowering" title="tvm.ir.register_intrin_lowering" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-function"><span class="n">register_intrin_lowering</span></a><span class="p">(</span><span class="s2">"tir.exp"</span><span class="p">,</span> <span class="n">target</span><span class="o">=</span><span class="s2">"cuda"</span><span class="p">,</span> <span class="n">f</span><span class="o">= [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span><function my_cuda_math_rule at 0x7f99be26ce50>
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span><function my_cuda_math_rule at 0x7f80d43c51f0>
</pre></div>
</div>
<p>Register the rule to TVM with override option to override existing rule.
diff --git a/docs/how_to/work_with_schedules/sg_execution_times.html b/docs/how_to/work_with_schedules/sg_execution_times.html
index 4cec9c5719..41f6d406e9 100644
--- a/docs/how_to/work_with_schedules/sg_execution_times.html
+++ b/docs/how_to/work_with_schedules/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-work-with-schedules-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:05.007</strong> total execution time for <strong>how_to_work_with_schedules</strong> files:</p>
+<p><strong>00:05.082</strong> total execution time for <strong>how_to_work_with_schedules</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -369,23 +369,23 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="intrin_math.html#sphx-glr-how-to-work-with-schedules-intrin-math-py"><span class="std std-ref">Intrinsics and Math Functions</span></a> (<code class="docutils literal notranslate"><span class="pre">intrin_math.py</span></code>)</p></td>
-<td><p>00:02.391</p></td>
+<td><p>00:02.393</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tensorize.html#sphx-glr-how-to-work-with-schedules-tensorize-py"><span class="std std-ref">Use Tensorize to Leverage Hardware Intrinsics</span></a> (<code class="docutils literal notranslate"><span class="pre">tensorize.py</span></code>)</p></td>
-<td><p>00:00.996</p></td>
+<td><p>00:01.063</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="reduction.html#sphx-glr-how-to-work-with-schedules-reduction-py"><span class="std std-ref">Reduction</span></a> (<code class="docutils literal notranslate"><span class="pre">reduction.py</span></code>)</p></td>
-<td><p>00:00.680</p></td>
+<td><p>00:00.684</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="scan.html#sphx-glr-how-to-work-with-schedules-scan-py"><span class="std std-ref">Scan and Recurrent Kernel</span></a> (<code class="docutils literal notranslate"><span class="pre">scan.py</span></code>)</p></td>
-<td><p>00:00.670</p></td>
+<td><p>00:00.668</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="extern_op.html#sphx-glr-how-to-work-with-schedules-extern-op-py"><span class="std std-ref">External Tensor Functions</span></a> (<code class="docutils literal notranslate"><span class="pre">extern_op.py</span></code>)</p></td>
-<td><p>00:00.109</p></td>
+<td><p>00:00.114</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="schedule_primitives.html#sphx-glr-how-to-work-with-schedules-schedule-primitives-py"><span class="std std-ref">Schedule Primitives in TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">schedule_primitives.py</span></code>)</p></td>
diff --git a/docs/reference/api/doxygen/namespacetvm_1_1relax_1_1transform.html b/docs/reference/api/doxygen/namespacetvm_1_1relax_1_1transform.html
index 010358c9ba..871cd0daa9 100644
--- a/docs/reference/api/doxygen/namespacetvm_1_1relax_1_1transform.html
+++ b/docs/reference/api/doxygen/namespacetvm_1_1relax_1_1transform.html
@@ -153,7 +153,7 @@ Functions</h2></td></tr>
<tr class="memdesc:acab35cd92b3621c89e3bfe0928d463e6"><td class="mdescLeft"> </td><td class="mdescRight">Bind symbolic vars to constant shape values. <a href="namespacetvm_1_1relax_1_1transform.html#acab35cd92b3621c89e3bfe0928d463e6">More...</a><br /></td></tr>
<tr class="separator:acab35cd92b3621c89e3bfe0928d463e6"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:aa26d9a1b7b6b9b7bc575ad8edccb7ca7"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacetvm_1_1relax_1_1transform.html#aa3d28b2e48b6d5708052909943dd3282">Pass</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7">FoldConstant</a> ()</td></tr>
-<tr class="memdesc:aa26d9a1b7b6b9b7bc575ad8edccb7ca7"><td class="mdescLeft"> </td><td class="mdescRight">Fold constant expressions. <a href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7">More...</a><br /></td></tr>
+<tr class="memdesc:aa26d9a1b7b6b9b7bc575ad8edccb7ca7"><td class="mdescLeft"> </td><td class="mdescRight">Fold constant expressions within dataflow blocks. <a href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7">More...</a><br /></td></tr>
<tr class="separator:aa26d9a1b7b6b9b7bc575ad8edccb7ca7"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a2e0e68203b9c10f651e75a7f1bcd42c9"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacetvm_1_1relax_1_1transform.html#aa3d28b2e48b6d5708052909943dd3282">Pass</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1relax_1_1transform.html#a2e0e68203b9c10f651e75a7f1bcd42c9">LegalizeOps</a> (<a class="el" href="classtvm_1_1runtime_1_1Optional.html">Optional</a>< <a class="el" href="classtvm_1_1runtime_1_1Ma [...]
<tr class="memdesc:a2e0e68203b9c10f651e75a7f1bcd42c9"><td class="mdescLeft"> </td><td class="mdescRight">Legalize high-level operator calls in Relax functions to call_tir with corresponding low-level TIR PrimFuncs. <a href="namespacetvm_1_1relax_1_1transform.html#a2e0e68203b9c10f651e75a7f1bcd42c9">More...</a><br /></td></tr>
@@ -527,6 +527,7 @@ Functions</h2></td></tr>
</dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>The Pass. </dd></dl>
+<dl class="section note"><dt>Note</dt><dd>Operates only on dataflow blocks. ConvertToDataflow may need to be called first. </dd></dl>
</div>
</div>
@@ -691,6 +692,7 @@ Functions</h2></td></tr>
</div><div class="memdoc">
<p>Pass that changes calls to operators that can be done in-place (generally, these are elementwise operations) in dataflow blocks into in-place implementations. Supported operators will be replaced by calls to <code>call_tir_inplace</code> that invoke in-place PrimFunc implementations of those operators (which are based on the legalizations of those operators). </p>
+<dl class="section note"><dt>Note</dt><dd>ConvertToDataflow may need to be called first to provide dataflow blocks. </dd></dl>
<dl class="section return"><dt>Returns</dt><dd>The pass. </dd></dl>
</div>
@@ -713,11 +715,11 @@ Functions</h2></td></tr>
<p>Dead code elimination. </p>
<dl class="section see"><dt>See also</dt><dd><a class="el" href="namespacetvm_1_1relax.html#a32fc012aed7e73dbbe354553614acd14" title="Remove unused statements inside DataflowBlocks.">RemoveAllUnused</a> Currently it removes:<ol type="1">
-<li>Unused local VarBindings in a <a class="el" href="classtvm_1_1relax_1_1DataflowBlock.html">DataflowBlock</a>.</li>
-<li>Unused DataflowBlocks in a function.</li>
-<li>Unused Relax functions in the module. We detect the call chain from the entry function, and remove <a class="el" href="namespacetvm.html#adeeaff4fb29f75a9da8ff4d67723c693" title="logical And of source expression over axis">all</a> unused functions. </li>
+<li>Unused local VarBindings (those where the bound var is unused and no impure operation is used).</li>
+<li>Unused Relax functions in the module. We detect the call chain from the entry function, and remove <a class="el" href="namespacetvm.html#adeeaff4fb29f75a9da8ff4d67723c693" title="logical And of source expression over axis">all</a> unused functions.</li>
</ol>
</dd></dl>
+<p>Any binding blocks that are left empty will be removed by the normalizer.</p>
<dl class="section return"><dt>Returns</dt><dd>The Pass. </dd></dl>
</div>
@@ -873,7 +875,8 @@ Functions</h2></td></tr>
</table>
</div><div class="memdoc">
-<p>Fold constant expressions. </p>
+<p>Fold constant expressions within dataflow blocks. </p>
+<dl class="section note"><dt>Note</dt><dd>ConvertToDataflow may need to be called first to provide dataflow blocks.</dd></dl>
<dl class="section return"><dt>Returns</dt><dd>The Pass. </dd></dl>
</div>
@@ -946,7 +949,8 @@ Functions</h2></td></tr>
</table>
</dd>
</dl>
-<dl class="section return"><dt>Returns</dt><dd>The Pass. </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd>The Pass.</dd></dl>
+<dl class="section note"><dt>Note</dt><dd>Only operates within dataflow blocks. ConvertToDataflow may need to be called first. </dd></dl>
</div>
</div>
@@ -1014,7 +1018,8 @@ Functions</h2></td></tr>
</table>
</dd>
</dl>
-<dl class="section return"><dt>Returns</dt><dd>The Pass. </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd>The Pass.</dd></dl>
+<dl class="section note"><dt>Note</dt><dd>ConvertToDataflow may need to be called first to provide dataflow blocks. </dd></dl>
</div>
</div>
@@ -1381,7 +1386,8 @@ Functions</h2></td></tr>
</table>
</dd>
</dl>
-<dl class="section return"><dt>Returns</dt><dd>The Pass. </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd>The Pass.</dd></dl>
+<dl class="section note"><dt>Note</dt><dd>Mainly operates within dataflow blocks. ConvertToDataflow may need to be called first. </dd></dl>
</div>
</div>
diff --git a/docs/reference/api/doxygen/relax_2transform_8h.html b/docs/reference/api/doxygen/relax_2transform_8h.html
index b1097fe92e..7420737ce7 100644
--- a/docs/reference/api/doxygen/relax_2transform_8h.html
+++ b/docs/reference/api/doxygen/relax_2transform_8h.html
@@ -180,7 +180,7 @@ Functions</h2></td></tr>
<tr class="memdesc:acab35cd92b3621c89e3bfe0928d463e6"><td class="mdescLeft"> </td><td class="mdescRight">Bind symbolic vars to constant shape values. <a href="namespacetvm_1_1relax_1_1transform.html#acab35cd92b3621c89e3bfe0928d463e6">More...</a><br /></td></tr>
<tr class="separator:acab35cd92b3621c89e3bfe0928d463e6"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:aa26d9a1b7b6b9b7bc575ad8edccb7ca7"><td class="memItemLeft" align="right" valign="top">Pass </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7">tvm::relax::transform::FoldConstant</a> ()</td></tr>
-<tr class="memdesc:aa26d9a1b7b6b9b7bc575ad8edccb7ca7"><td class="mdescLeft"> </td><td class="mdescRight">Fold constant expressions. <a href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7">More...</a><br /></td></tr>
+<tr class="memdesc:aa26d9a1b7b6b9b7bc575ad8edccb7ca7"><td class="mdescLeft"> </td><td class="mdescRight">Fold constant expressions within dataflow blocks. <a href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7">More...</a><br /></td></tr>
<tr class="separator:aa26d9a1b7b6b9b7bc575ad8edccb7ca7"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a2e0e68203b9c10f651e75a7f1bcd42c9"><td class="memItemLeft" align="right" valign="top">Pass </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1relax_1_1transform.html#a2e0e68203b9c10f651e75a7f1bcd42c9">tvm::relax::transform::LegalizeOps</a> (Optional< Map< String, PackedFunc >> cmap, bool enable_warning=false)</td></tr>
<tr class="memdesc:a2e0e68203b9c10f651e75a7f1bcd42c9"><td class="mdescLeft"> </td><td class="mdescRight">Legalize high-level operator calls in Relax functions to call_tir with corresponding low-level TIR PrimFuncs. <a href="namespacetvm_1_1relax_1_1transform.html#a2e0e68203b9c10f651e75a7f1bcd42c9">More...</a><br /></td></tr>
diff --git a/docs/reference/api/doxygen/relax_2transform_8h_source.html b/docs/reference/api/doxygen/relax_2transform_8h_source.html
index 739d8b61d5..dc21c1ed5d 100644
--- a/docs/reference/api/doxygen/relax_2transform_8h_source.html
+++ b/docs/reference/api/doxygen/relax_2transform_8h_source.html
@@ -141,136 +141,136 @@ $(function() {
<div class="line"><a name="l00213"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#acab35cd92b3621c89e3bfe0928d463e6"> 213</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#acab35cd92b3621c89e3bfe0928d463e6">BindSymbolicVars</a>(<a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<ObjectRef, PrimExpr></a> binding_map,</div>
<div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  <a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<String></a> func_name = <a class="code" href="namespacetvm.html#aae7034e3e41c18e7fb78ff32bfc6a318">NullOpt</a>);</div>
<div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  </div>
-<div class="line"><a name="l00221"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7"> 221</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7">FoldConstant</a>();</div>
-<div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  </div>
-<div class="line"><a name="l00246"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a2e0e68203b9c10f651e75a7f1bcd42c9"> 246</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a2e0e68203b9c10f651e75a7f1bcd42c9">LegalizeOps</a>(<a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional</a><<a class="code" href="classtvm_1_1runtime_1_1Map. [...]
-<div class="line"><a name="l00247"></a><span class="lineno"> 247</span>  </div>
-<div class="line"><a name="l00252"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a032567f2efa23079fc71029d4cb13ca0"> 252</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a032567f2efa23079fc71029d4cb13ca0">RealizeVDevice</a>();</div>
-<div class="line"><a name="l00253"></a><span class="lineno"> 253</span>  </div>
-<div class="line"><a name="l00268"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a15c2df17ab1ae1b82f05fe9d93c85603"> 268</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a15c2df17ab1ae1b82f05fe9d93c85603">LiftTransformParams</a>();</div>
-<div class="line"><a name="l00269"></a><span class="lineno"> 269</span>  </div>
-<div class="line"><a name="l00276"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#aeb38ac5d686a9e6feaec6290b92d374e"> 276</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#aeb38ac5d686a9e6feaec6290b92d374e">UpdateVDevice</a>(<a class="code" href="classtvm_1_1VDevice.html">VDevice</a> new_vdevice, int64_t index);</div>
-<div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  </div>
-<div class="line"><a name="l00282"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a9578408fcfdc920ca97d54ae699c431f"> 282</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a9578408fcfdc920ca97d54ae699c431f">ExpandTupleArguments</a>();</div>
-<div class="line"><a name="l00283"></a><span class="lineno"> 283</span>  </div>
-<div class="line"><a name="l00288"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a33a5f8f0e642926291c0554eff604a79"> 288</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a33a5f8f0e642926291c0554eff604a79">RemoveUnusedParameters</a>();</div>
-<div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  </div>
-<div class="line"><a name="l00294"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a93a3eef153bbae5089e940ba27e598cf"> 294</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a93a3eef153bbae5089e940ba27e598cf">RemoveUnusedOutputs</a>();</div>
-<div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  </div>
-<div class="line"><a name="l00303"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a739adf2cff75a2e14b305f6fbefa982b"> 303</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a739adf2cff75a2e14b305f6fbefa982b">AnnotateTIROpPattern</a>();</div>
-<div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  </div>
-<div class="line"><a name="l00316"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a7155cec2bad0e8e64bd78d1459843b88"> 316</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a7155cec2bad0e8e64bd78d1459843b88">FuseOps</a>(<span class="keywordtype">int</span> fuse_opt_level = -1);</div>
-<div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  </div>
-<div class="line"><a name="l00323"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html"> 323</a></span> <span class="keyword">class </span><a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html">FusionPatternNode</a> : <span class="keyword">public</span> <a class="code" href="classtvm_1_1runtime_1_1Object.html">Object</a> {</div>
-<div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  <span class="keyword">public</span>:</div>
-<div class="line"><a name="l00329"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a5f1e64ee604ff5056f562e547b4f0a4d"> 329</a></span>  <a class="code" href="classtvm_1_1runtime_1_1String.html">String</a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a5f1e64ee604ff5056f562e547b4f0a4d">name</a>;</div>
-<div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  </div>
-<div class="line"><a name="l00335"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ac1f028235aed2b8bbcba533f024c9400"> 335</a></span>  <a class="code" href="classtvm_1_1relax_1_1DFPattern.html">DFPattern</a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ac1f028235aed2b8bbcba533f024c9400">pattern</a>;</div>
-<div class="line"><a name="l00336"></a><span class="lineno"> 336</span>  </div>
-<div class="line"><a name="l00341"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a209ad934d83f9b55ad070204ced1ec3f"> 341</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<String, DFPattern></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a209ad934d83f9b55ad070204ced1ec3f">annotation_patterns</a>;</div>
-<div class="line"><a name="l00342"></a><span class="lineno"> 342</span>  </div>
-<div class="line"><a name="l00350"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a9a8209c575729f5430a45115fde32d4b"> 350</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<PackedFunc></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a9a8209c575729f5430a45115fde32d4b">check</a>;</div>
-<div class="line"><a name="l00351"></a><span class="lineno"> 351</span>  </div>
-<div class="line"><a name="l00358"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a8af92ff4bb3371768190ae70e9dfc4bd"> 358</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<PackedFunc></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a8af92ff4bb3371768190ae70e9dfc4bd">attrs_getter</a>;</div>
-<div class="line"><a name="l00359"></a><span class="lineno"> 359</span>  </div>
-<div class="line"><a name="l00360"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a661935320e71fd70f56017c9f6e75243"> 360</a></span>  <span class="keywordtype">void</span> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a661935320e71fd70f56017c9f6e75243">VisitAttrs</a>(<a class="code" href="classtvm_1_1AttrVisitor.html">tvm::AttrVisitor</a>* v) {</div>
-<div class="line"><a name="l00361"></a><span class="lineno"> 361</span>  v->Visit(<span class="stringliteral">"name"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a5f1e64ee604ff5056f562e547b4f0a4d">name</a>);</div>
-<div class="line"><a name="l00362"></a><span class="lineno"> 362</span>  v->Visit(<span class="stringliteral">"pattern"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ac1f028235aed2b8bbcba533f024c9400">pattern</a>);</div>
-<div class="line"><a name="l00363"></a><span class="lineno"> 363</span>  v->Visit(<span class="stringliteral">"annotation_patterns"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a209ad934d83f9b55ad070204ced1ec3f">annotation_patterns</a>);</div>
-<div class="line"><a name="l00364"></a><span class="lineno"> 364</span>  v->Visit(<span class="stringliteral">"check"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a9a8209c575729f5430a45115fde32d4b">check</a>);</div>
-<div class="line"><a name="l00365"></a><span class="lineno"> 365</span>  v->Visit(<span class="stringliteral">"attrs_getter"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a8af92ff4bb3371768190ae70e9dfc4bd">attrs_getter</a>);</div>
-<div class="line"><a name="l00366"></a><span class="lineno"> 366</span>  }</div>
-<div class="line"><a name="l00367"></a><span class="lineno"> 367</span>  </div>
-<div class="line"><a name="l00368"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ab4f1194ba8603e058d0334b8a0e529ae"> 368</a></span>  <span class="keyword">static</span> constexpr <span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ab4f1194ba8603e058d0334b8a0e529ae">_type_key</a> = <span class="stringliteral">"relax.tran [...]
-<div class="line"><a name="l00369"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a38a7582f505c3d32eef0b854be2141bb"> 369</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a38a7582f505c3d32eef0b854be2141bb">TVM_DECLARE_FINAL_OBJECT_INFO</a>(<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html">FusionPatternNode</a>, <a class="code" href="classtvm_1_1runtime_1 [...]
-<div class="line"><a name="l00370"></a><span class="lineno"> 370</span> };</div>
-<div class="line"><a name="l00371"></a><span class="lineno"> 371</span>  </div>
-<div class="line"><a name="l00372"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html"> 372</a></span> <span class="keyword">class </span><a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html">FusionPattern</a> : <span class="keyword">public</span> <a class="code" href="classtvm_1_1runtime_1_1ObjectRef.html">ObjectRef</a> {</div>
-<div class="line"><a name="l00373"></a><span class="lineno"> 373</span>  <span class="keyword">public</span>:</div>
-<div class="line"><a name="l00374"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a2d1f4efc91c1bc7b3df9cab078f0d0d8"> 374</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a2d1f4efc91c1bc7b3df9cab078f0d0d8">FusionPattern</a>(<a class="code" href="classtvm_1_1runtime_1_1String.html">String</a> name, <a class="code" href="classtvm_1_1relax_1_1DFPattern.html">DFPattern</a> pattern, <a class="cod [...]
-<div class="line"><a name="l00375"></a><span class="lineno"> 375</span>  <a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<PackedFunc></a> check, <a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<PackedFunc></a> attrs_getter);</div>
-<div class="line"><a name="l00376"></a><span class="lineno"> 376</span>  </div>
-<div class="line"><a name="l00377"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a700c1e65ee7144382d1c241981583212"> 377</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a700c1e65ee7144382d1c241981583212">FusionPattern</a>(<a class="code" href="classtvm_1_1runtime_1_1String.html">String</a> name, <a class="code" href="classtvm_1_1relax_1_1DFPattern.html">DFPattern</a> pattern)</div>
-<div class="line"><a name="l00378"></a><span class="lineno"> 378</span>  : <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html">FusionPattern</a>(name, pattern, {}, <a class="code" href="namespacetvm.html#aae7034e3e41c18e7fb78ff32bfc6a318">NullOpt</a>, <a class="code" href="namespacetvm.html#aae7034e3e41c18e7fb78ff32bfc6a318">NullOpt</a>) {}</div>
-<div class="line"><a name="l00379"></a><span class="lineno"> 379</span>  </div>
-<div class="line"><a name="l00380"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a5da8d38db669c1543e016ba07e30c9ee"> 380</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a5da8d38db669c1543e016ba07e30c9ee">TVM_DEFINE_NOTNULLABLE_OBJECT_REF_METHODS</a>(<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html">FusionPattern</a>, <a class="code" href="classtvm_1_1runtime_1_1Ob [...]
-<div class="line"><a name="l00381"></a><span class="lineno"> 381</span> };</div>
-<div class="line"><a name="l00382"></a><span class="lineno"> 382</span>  </div>
-<div class="line"><a name="l00386"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html"> 386</a></span> <span class="keyword">class </span><a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html">PatternCheckContextNode</a> : <span class="keyword">public</span> <a class="code" href="classtvm_1_1runtime_1_1Object.html">Object</a> {</div>
-<div class="line"><a name="l00387"></a><span class="lineno"> 387</span>  <span class="keyword">public</span>:</div>
-<div class="line"><a name="l00391"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#aecf49329b2d1df52bef769046a6c8471"> 391</a></span>  <a class="code" href="classtvm_1_1RelayExpr.html">Expr</a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#aecf49329b2d1df52bef769046a6c8471">matched_expr</a>;</div>
-<div class="line"><a name="l00392"></a><span class="lineno"> 392</span>  </div>
-<div class="line"><a name="l00397"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a82fc58d4a0c9c258cc081fe1af14eff1"> 397</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<String, Expr></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a82fc58d4a0c9c258cc081fe1af14eff1">annotated_expr</a>;</div>
-<div class="line"><a name="l00398"></a><span class="lineno"> 398</span>  </div>
-<div class="line"><a name="l00403"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a57ce045f116f2bd96d5d7f3f32b4dc11"> 403</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<Var, Expr></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a57ce045f116f2bd96d5d7f3f32b4dc11">matched_bindings</a>;</div>
-<div class="line"><a name="l00404"></a><span class="lineno"> 404</span>  </div>
-<div class="line"><a name="l00409"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#ae44b578d189dff880745f07fb1ddca31"> 409</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<Var, Array<Var></a>> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#ae44b578d189dff880745f07fb1ddca31">var_usages</a>;</div>
-<div class="line"><a name="l00410"></a><span class="lineno"> 410</span>  </div>
-<div class="line"><a name="l00415"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a47df379025eabd9ebc3c28068d5ab799"> 415</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<Expr, Var></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a47df379025eabd9ebc3c28068d5ab799">value_to_bound_var</a>;</div>
-<div class="line"><a name="l00416"></a><span class="lineno"> 416</span>  </div>
-<div class="line"><a name="l00417"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a396aa8792f8fd5fbe09c996ba68a3dfb"> 417</a></span>  <span class="keywordtype">void</span> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a396aa8792f8fd5fbe09c996ba68a3dfb">VisitAttrs</a>(<a class="code" href="classtvm_1_1AttrVisitor.html">tvm::AttrVisitor</a>* v) {</div>
-<div class="line"><a name="l00418"></a><span class="lineno"> 418</span>  v->Visit(<span class="stringliteral">"matched_expr"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#aecf49329b2d1df52bef769046a6c8471">matched_expr</a>);</div>
-<div class="line"><a name="l00419"></a><span class="lineno"> 419</span>  v->Visit(<span class="stringliteral">"annotated_expr"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a82fc58d4a0c9c258cc081fe1af14eff1">annotated_expr</a>);</div>
-<div class="line"><a name="l00420"></a><span class="lineno"> 420</span>  v->Visit(<span class="stringliteral">"matched_bindings"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a57ce045f116f2bd96d5d7f3f32b4dc11">matched_bindings</a>);</div>
-<div class="line"><a name="l00421"></a><span class="lineno"> 421</span>  v->Visit(<span class="stringliteral">"var_usages"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#ae44b578d189dff880745f07fb1ddca31">var_usages</a>);</div>
-<div class="line"><a name="l00422"></a><span class="lineno"> 422</span>  v->Visit(<span class="stringliteral">"value_to_bound_var"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a47df379025eabd9ebc3c28068d5ab799">value_to_bound_var</a>);</div>
-<div class="line"><a name="l00423"></a><span class="lineno"> 423</span>  }</div>
-<div class="line"><a name="l00424"></a><span class="lineno"> 424</span>  </div>
-<div class="line"><a name="l00425"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a93ff171c5adf1c2305ce45372f785424"> 425</a></span>  <span class="keyword">static</span> constexpr <span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a93ff171c5adf1c2305ce45372f785424">_type_key</a> = <span class="stringliteral">&quo [...]
-<div class="line"><a name="l00426"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a8c108121e14c1d34a0ad9f403346e50b"> 426</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a8c108121e14c1d34a0ad9f403346e50b">TVM_DECLARE_FINAL_OBJECT_INFO</a>(<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html">PatternCheckContextNode</a>, <a class="code" hre [...]
-<div class="line"><a name="l00427"></a><span class="lineno"> 427</span> };</div>
-<div class="line"><a name="l00428"></a><span class="lineno"> 428</span>  </div>
-<div class="line"><a name="l00429"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html"> 429</a></span> <span class="keyword">class </span><a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html">PatternCheckContext</a> : <span class="keyword">public</span> <a class="code" href="classtvm_1_1runtime_1_1ObjectRef.html">ObjectRef</a> {</div>
-<div class="line"><a name="l00430"></a><span class="lineno"> 430</span>  <span class="keyword">public</span>:</div>
-<div class="line"><a name="l00431"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html#a8b722f0ce7c600df653b5b7fa6e1813b"> 431</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html#a8b722f0ce7c600df653b5b7fa6e1813b">PatternCheckContext</a>(<a class="code" href="classtvm_1_1RelayExpr.html">Expr</a> matched_expr, <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<String, Expr>< [...]
-<div class="line"><a name="l00432"></a><span class="lineno"> 432</span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<Var, Expr></a> matched_bindings, <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map</a><<a class="code" href="classtvm_1_1relax_1_1Var.html">Var</a>, <a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<Var></a>> var_usages,</div>
-<div class="line"><a name="l00433"></a><span class="lineno"> 433</span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<Expr, Var></a> value_to_bound_var);</div>
-<div class="line"><a name="l00434"></a><span class="lineno"> 434</span>  </div>
-<div class="line"><a name="l00435"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html#af88d0ee0cc9abfdadfe22466ffbc94ef"> 435</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html#af88d0ee0cc9abfdadfe22466ffbc94ef">TVM_DEFINE_NOTNULLABLE_OBJECT_REF_METHODS</a>(<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html">PatternCheckContext</a>, <a class="code" href="c [...]
-<div class="line"><a name="l00436"></a><span class="lineno"> 436</span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html">PatternCheckContextNode</a>);</div>
-<div class="line"><a name="l00437"></a><span class="lineno"> 437</span> };</div>
-<div class="line"><a name="l00438"></a><span class="lineno"> 438</span>  </div>
-<div class="line"><a name="l00462"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a2beef24f928f8a5e89aa0e9ae2c3ff1a"> 462</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a2beef24f928f8a5e89aa0e9ae2c3ff1a">Gradient</a>(<a class="code" href="classtvm_1_1runtime_1_1String.html">String</a> func_name, <a class="code" href="classtvm_1_1runtime_1_1Opt [...]
-<div class="line"><a name="l00463"></a><span class="lineno"> 463</span>  <span class="keywordtype">int</span> target_index = 0);</div>
-<div class="line"><a name="l00464"></a><span class="lineno"> 464</span>  </div>
-<div class="line"><a name="l00481"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a0ed6bf6bce3d55eb2cfdae7a1ac15d39"> 481</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a0ed6bf6bce3d55eb2cfdae7a1ac15d39">FuseOpsByPattern</a>(<span class="keyword">const</span> <a class="code" href="classtvm_1_1runtime_1_1Array.html">tvm::Array<FusionPattern& [...]
-<div class="line"><a name="l00482"></a><span class="lineno"> 482</span>  <span class="keywordtype">bool</span> annotate_codegen = <span class="keyword">false</span>);</div>
-<div class="line"><a name="l00483"></a><span class="lineno"> 483</span>  </div>
-<div class="line"><a name="l00491"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a07a27562367f610b894144546ae0cda8"> 491</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a07a27562367f610b894144546ae0cda8">MergeCompositeFunctions</a>();</div>
-<div class="line"><a name="l00492"></a><span class="lineno"> 492</span>  </div>
-<div class="line"><a name="l00499"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a3feb81c5b5d9b4b907f3e2c72b0ac2d3"> 499</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a3feb81c5b5d9b4b907f3e2c72b0ac2d3">FuseTIR</a>();</div>
-<div class="line"><a name="l00500"></a><span class="lineno"> 500</span>  </div>
-<div class="line"><a name="l00507"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#abd2a4cad2b34af2121197ec3d9840128"> 507</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#abd2a4cad2b34af2121197ec3d9840128">RunCodegen</a>(<a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional</a><<a class="code" href="classtvm_1_1runtime_1_1Map.h [...]
-<div class="line"><a name="l00508"></a><span class="lineno"> 508</span>  <a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<runtime::String></a> entry_functions);</div>
-<div class="line"><a name="l00509"></a><span class="lineno"> 509</span>  </div>
-<div class="line"><a name="l00518"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a9a4dfbde47ed73e61446a4f13ffa1d57"> 518</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a9a4dfbde47ed73e61446a4f13ffa1d57">DecomposeOpsForInference</a>(<a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<String></a> func_name);</div>
-<div class="line"><a name="l00519"></a><span class="lineno"> 519</span>  </div>
-<div class="line"><a name="l00528"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a32ebc2bcef84b022e7c35a2a2678b99c"> 528</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a32ebc2bcef84b022e7c35a2a2678b99c">DecomposeOpsForTraining</a>(<a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<String></a> func_name);</div>
-<div class="line"><a name="l00529"></a><span class="lineno"> 529</span>  </div>
-<div class="line"><a name="l00543"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a9994428123b73cedf8b1feddfe830883"> 543</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a9994428123b73cedf8b1feddfe830883">AlterOpImpl</a>(<span class="keyword">const</span> <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<String, tir::PrimFunc></a [...]
-<div class="line"><a name="l00544"></a><span class="lineno"> 544</span>  <span class="keyword">const</span> <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map</a><<a class="code" href="classtvm_1_1runtime_1_1String.html">String</a>, <a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<tir::IndexMap></a>>& op_buffer_transforms,</div>
-<div class="line"><a name="l00545"></a><span class="lineno"> 545</span>  <span class="keyword">const</span> <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map</a><<a class="code" href="classtvm_1_1runtime_1_1String.html">String</a>, <a class="code" href="classtvm_1_1runtime_1_1Array.html">Array</a><<a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<IntImm></a>>>& <a class="code" href="namespacetvm_1_1tir_1_1attr.html [...]
-<div class="line"><a name="l00546"></a><span class="lineno"> 546</span>  </div>
-<div class="line"><a name="l00552"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a844f4c41bfb8380a8f6e6e3d017aed94"> 552</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a844f4c41bfb8380a8f6e6e3d017aed94">ConvertLayout</a>(<a class="code" href="classtvm_1_1runtime_1_1Map.html">Map</a><<a class="code" href="classtvm_1_1runtime_1_1String.html" [...]
-<div class="line"><a name="l00553"></a><span class="lineno"> 553</span>  </div>
-<div class="line"><a name="l00561"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#adf34717bb1990ef17ddb03db00360ddc"> 561</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#adf34717bb1990ef17ddb03db00360ddc">ConvertToDataflow</a>(<span class="keywordtype">int</span> min_size = 2);</div>
-<div class="line"><a name="l00562"></a><span class="lineno"> 562</span>  </div>
-<div class="line"><a name="l00573"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a4de7728f784c7f70d53dcd75ad525f63"> 573</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a4de7728f784c7f70d53dcd75ad525f63">DeadCodeElimination</a>(<a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<runtime::String></a> entry_functions);</div>
-<div class="line"><a name="l00574"></a><span class="lineno"> 574</span>  </div>
-<div class="line"><a name="l00583"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a11f82e9471203ddc307c67bc858a28d8"> 583</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a11f82e9471203ddc307c67bc858a28d8">DataflowUseInplaceCalls</a>();</div>
+<div class="line"><a name="l00223"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7"> 223</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7">FoldConstant</a>();</div>
+<div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  </div>
+<div class="line"><a name="l00248"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a2e0e68203b9c10f651e75a7f1bcd42c9"> 248</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a2e0e68203b9c10f651e75a7f1bcd42c9">LegalizeOps</a>(<a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional</a><<a class="code" href="classtvm_1_1runtime_1_1Map. [...]
+<div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  </div>
+<div class="line"><a name="l00254"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a032567f2efa23079fc71029d4cb13ca0"> 254</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a032567f2efa23079fc71029d4cb13ca0">RealizeVDevice</a>();</div>
+<div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  </div>
+<div class="line"><a name="l00270"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a15c2df17ab1ae1b82f05fe9d93c85603"> 270</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a15c2df17ab1ae1b82f05fe9d93c85603">LiftTransformParams</a>();</div>
+<div class="line"><a name="l00271"></a><span class="lineno"> 271</span>  </div>
+<div class="line"><a name="l00278"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#aeb38ac5d686a9e6feaec6290b92d374e"> 278</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#aeb38ac5d686a9e6feaec6290b92d374e">UpdateVDevice</a>(<a class="code" href="classtvm_1_1VDevice.html">VDevice</a> new_vdevice, int64_t index);</div>
+<div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  </div>
+<div class="line"><a name="l00284"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a9578408fcfdc920ca97d54ae699c431f"> 284</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a9578408fcfdc920ca97d54ae699c431f">ExpandTupleArguments</a>();</div>
+<div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  </div>
+<div class="line"><a name="l00290"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a33a5f8f0e642926291c0554eff604a79"> 290</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a33a5f8f0e642926291c0554eff604a79">RemoveUnusedParameters</a>();</div>
+<div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  </div>
+<div class="line"><a name="l00296"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a93a3eef153bbae5089e940ba27e598cf"> 296</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a93a3eef153bbae5089e940ba27e598cf">RemoveUnusedOutputs</a>();</div>
+<div class="line"><a name="l00297"></a><span class="lineno"> 297</span>  </div>
+<div class="line"><a name="l00305"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a739adf2cff75a2e14b305f6fbefa982b"> 305</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a739adf2cff75a2e14b305f6fbefa982b">AnnotateTIROpPattern</a>();</div>
+<div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  </div>
+<div class="line"><a name="l00318"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a7155cec2bad0e8e64bd78d1459843b88"> 318</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a7155cec2bad0e8e64bd78d1459843b88">FuseOps</a>(<span class="keywordtype">int</span> fuse_opt_level = -1);</div>
+<div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  </div>
+<div class="line"><a name="l00325"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html"> 325</a></span> <span class="keyword">class </span><a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html">FusionPatternNode</a> : <span class="keyword">public</span> <a class="code" href="classtvm_1_1runtime_1_1Object.html">Object</a> {</div>
+<div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  <span class="keyword">public</span>:</div>
+<div class="line"><a name="l00331"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a5f1e64ee604ff5056f562e547b4f0a4d"> 331</a></span>  <a class="code" href="classtvm_1_1runtime_1_1String.html">String</a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a5f1e64ee604ff5056f562e547b4f0a4d">name</a>;</div>
+<div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  </div>
+<div class="line"><a name="l00337"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ac1f028235aed2b8bbcba533f024c9400"> 337</a></span>  <a class="code" href="classtvm_1_1relax_1_1DFPattern.html">DFPattern</a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ac1f028235aed2b8bbcba533f024c9400">pattern</a>;</div>
+<div class="line"><a name="l00338"></a><span class="lineno"> 338</span>  </div>
+<div class="line"><a name="l00343"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a209ad934d83f9b55ad070204ced1ec3f"> 343</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<String, DFPattern></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a209ad934d83f9b55ad070204ced1ec3f">annotation_patterns</a>;</div>
+<div class="line"><a name="l00344"></a><span class="lineno"> 344</span>  </div>
+<div class="line"><a name="l00352"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a9a8209c575729f5430a45115fde32d4b"> 352</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<PackedFunc></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a9a8209c575729f5430a45115fde32d4b">check</a>;</div>
+<div class="line"><a name="l00353"></a><span class="lineno"> 353</span>  </div>
+<div class="line"><a name="l00360"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a8af92ff4bb3371768190ae70e9dfc4bd"> 360</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<PackedFunc></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a8af92ff4bb3371768190ae70e9dfc4bd">attrs_getter</a>;</div>
+<div class="line"><a name="l00361"></a><span class="lineno"> 361</span>  </div>
+<div class="line"><a name="l00362"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a661935320e71fd70f56017c9f6e75243"> 362</a></span>  <span class="keywordtype">void</span> <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a661935320e71fd70f56017c9f6e75243">VisitAttrs</a>(<a class="code" href="classtvm_1_1AttrVisitor.html">tvm::AttrVisitor</a>* v) {</div>
+<div class="line"><a name="l00363"></a><span class="lineno"> 363</span>  v->Visit(<span class="stringliteral">"name"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a5f1e64ee604ff5056f562e547b4f0a4d">name</a>);</div>
+<div class="line"><a name="l00364"></a><span class="lineno"> 364</span>  v->Visit(<span class="stringliteral">"pattern"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ac1f028235aed2b8bbcba533f024c9400">pattern</a>);</div>
+<div class="line"><a name="l00365"></a><span class="lineno"> 365</span>  v->Visit(<span class="stringliteral">"annotation_patterns"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a209ad934d83f9b55ad070204ced1ec3f">annotation_patterns</a>);</div>
+<div class="line"><a name="l00366"></a><span class="lineno"> 366</span>  v->Visit(<span class="stringliteral">"check"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a9a8209c575729f5430a45115fde32d4b">check</a>);</div>
+<div class="line"><a name="l00367"></a><span class="lineno"> 367</span>  v->Visit(<span class="stringliteral">"attrs_getter"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a8af92ff4bb3371768190ae70e9dfc4bd">attrs_getter</a>);</div>
+<div class="line"><a name="l00368"></a><span class="lineno"> 368</span>  }</div>
+<div class="line"><a name="l00369"></a><span class="lineno"> 369</span>  </div>
+<div class="line"><a name="l00370"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ab4f1194ba8603e058d0334b8a0e529ae"> 370</a></span>  <span class="keyword">static</span> constexpr <span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ab4f1194ba8603e058d0334b8a0e529ae">_type_key</a> = <span class="stringliteral">"relax.tran [...]
+<div class="line"><a name="l00371"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a38a7582f505c3d32eef0b854be2141bb"> 371</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a38a7582f505c3d32eef0b854be2141bb">TVM_DECLARE_FINAL_OBJECT_INFO</a>(<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html">FusionPatternNode</a>, <a class="code" href="classtvm_1_1runtime_1 [...]
+<div class="line"><a name="l00372"></a><span class="lineno"> 372</span> };</div>
+<div class="line"><a name="l00373"></a><span class="lineno"> 373</span>  </div>
+<div class="line"><a name="l00374"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html"> 374</a></span> <span class="keyword">class </span><a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html">FusionPattern</a> : <span class="keyword">public</span> <a class="code" href="classtvm_1_1runtime_1_1ObjectRef.html">ObjectRef</a> {</div>
+<div class="line"><a name="l00375"></a><span class="lineno"> 375</span>  <span class="keyword">public</span>:</div>
+<div class="line"><a name="l00376"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a2d1f4efc91c1bc7b3df9cab078f0d0d8"> 376</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a2d1f4efc91c1bc7b3df9cab078f0d0d8">FusionPattern</a>(<a class="code" href="classtvm_1_1runtime_1_1String.html">String</a> name, <a class="code" href="classtvm_1_1relax_1_1DFPattern.html">DFPattern</a> pattern, <a class="cod [...]
+<div class="line"><a name="l00377"></a><span class="lineno"> 377</span>  <a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<PackedFunc></a> check, <a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<PackedFunc></a> attrs_getter);</div>
+<div class="line"><a name="l00378"></a><span class="lineno"> 378</span>  </div>
+<div class="line"><a name="l00379"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a700c1e65ee7144382d1c241981583212"> 379</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a700c1e65ee7144382d1c241981583212">FusionPattern</a>(<a class="code" href="classtvm_1_1runtime_1_1String.html">String</a> name, <a class="code" href="classtvm_1_1relax_1_1DFPattern.html">DFPattern</a> pattern)</div>
+<div class="line"><a name="l00380"></a><span class="lineno"> 380</span>  : <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html">FusionPattern</a>(name, pattern, {}, <a class="code" href="namespacetvm.html#aae7034e3e41c18e7fb78ff32bfc6a318">NullOpt</a>, <a class="code" href="namespacetvm.html#aae7034e3e41c18e7fb78ff32bfc6a318">NullOpt</a>) {}</div>
+<div class="line"><a name="l00381"></a><span class="lineno"> 381</span>  </div>
+<div class="line"><a name="l00382"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a5da8d38db669c1543e016ba07e30c9ee"> 382</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a5da8d38db669c1543e016ba07e30c9ee">TVM_DEFINE_NOTNULLABLE_OBJECT_REF_METHODS</a>(<a class="code" href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html">FusionPattern</a>, <a class="code" href="classtvm_1_1runtime_1_1Ob [...]
+<div class="line"><a name="l00383"></a><span class="lineno"> 383</span> };</div>
+<div class="line"><a name="l00384"></a><span class="lineno"> 384</span>  </div>
+<div class="line"><a name="l00388"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html"> 388</a></span> <span class="keyword">class </span><a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html">PatternCheckContextNode</a> : <span class="keyword">public</span> <a class="code" href="classtvm_1_1runtime_1_1Object.html">Object</a> {</div>
+<div class="line"><a name="l00389"></a><span class="lineno"> 389</span>  <span class="keyword">public</span>:</div>
+<div class="line"><a name="l00393"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#aecf49329b2d1df52bef769046a6c8471"> 393</a></span>  <a class="code" href="classtvm_1_1RelayExpr.html">Expr</a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#aecf49329b2d1df52bef769046a6c8471">matched_expr</a>;</div>
+<div class="line"><a name="l00394"></a><span class="lineno"> 394</span>  </div>
+<div class="line"><a name="l00399"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a82fc58d4a0c9c258cc081fe1af14eff1"> 399</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<String, Expr></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a82fc58d4a0c9c258cc081fe1af14eff1">annotated_expr</a>;</div>
+<div class="line"><a name="l00400"></a><span class="lineno"> 400</span>  </div>
+<div class="line"><a name="l00405"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a57ce045f116f2bd96d5d7f3f32b4dc11"> 405</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<Var, Expr></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a57ce045f116f2bd96d5d7f3f32b4dc11">matched_bindings</a>;</div>
+<div class="line"><a name="l00406"></a><span class="lineno"> 406</span>  </div>
+<div class="line"><a name="l00411"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#ae44b578d189dff880745f07fb1ddca31"> 411</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<Var, Array<Var></a>> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#ae44b578d189dff880745f07fb1ddca31">var_usages</a>;</div>
+<div class="line"><a name="l00412"></a><span class="lineno"> 412</span>  </div>
+<div class="line"><a name="l00417"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a47df379025eabd9ebc3c28068d5ab799"> 417</a></span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<Expr, Var></a> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a47df379025eabd9ebc3c28068d5ab799">value_to_bound_var</a>;</div>
+<div class="line"><a name="l00418"></a><span class="lineno"> 418</span>  </div>
+<div class="line"><a name="l00419"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a396aa8792f8fd5fbe09c996ba68a3dfb"> 419</a></span>  <span class="keywordtype">void</span> <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a396aa8792f8fd5fbe09c996ba68a3dfb">VisitAttrs</a>(<a class="code" href="classtvm_1_1AttrVisitor.html">tvm::AttrVisitor</a>* v) {</div>
+<div class="line"><a name="l00420"></a><span class="lineno"> 420</span>  v->Visit(<span class="stringliteral">"matched_expr"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#aecf49329b2d1df52bef769046a6c8471">matched_expr</a>);</div>
+<div class="line"><a name="l00421"></a><span class="lineno"> 421</span>  v->Visit(<span class="stringliteral">"annotated_expr"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a82fc58d4a0c9c258cc081fe1af14eff1">annotated_expr</a>);</div>
+<div class="line"><a name="l00422"></a><span class="lineno"> 422</span>  v->Visit(<span class="stringliteral">"matched_bindings"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a57ce045f116f2bd96d5d7f3f32b4dc11">matched_bindings</a>);</div>
+<div class="line"><a name="l00423"></a><span class="lineno"> 423</span>  v->Visit(<span class="stringliteral">"var_usages"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#ae44b578d189dff880745f07fb1ddca31">var_usages</a>);</div>
+<div class="line"><a name="l00424"></a><span class="lineno"> 424</span>  v->Visit(<span class="stringliteral">"value_to_bound_var"</span>, &<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a47df379025eabd9ebc3c28068d5ab799">value_to_bound_var</a>);</div>
+<div class="line"><a name="l00425"></a><span class="lineno"> 425</span>  }</div>
+<div class="line"><a name="l00426"></a><span class="lineno"> 426</span>  </div>
+<div class="line"><a name="l00427"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a93ff171c5adf1c2305ce45372f785424"> 427</a></span>  <span class="keyword">static</span> constexpr <span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a93ff171c5adf1c2305ce45372f785424">_type_key</a> = <span class="stringliteral">&quo [...]
+<div class="line"><a name="l00428"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a8c108121e14c1d34a0ad9f403346e50b"> 428</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a8c108121e14c1d34a0ad9f403346e50b">TVM_DECLARE_FINAL_OBJECT_INFO</a>(<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html">PatternCheckContextNode</a>, <a class="code" hre [...]
+<div class="line"><a name="l00429"></a><span class="lineno"> 429</span> };</div>
+<div class="line"><a name="l00430"></a><span class="lineno"> 430</span>  </div>
+<div class="line"><a name="l00431"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html"> 431</a></span> <span class="keyword">class </span><a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html">PatternCheckContext</a> : <span class="keyword">public</span> <a class="code" href="classtvm_1_1runtime_1_1ObjectRef.html">ObjectRef</a> {</div>
+<div class="line"><a name="l00432"></a><span class="lineno"> 432</span>  <span class="keyword">public</span>:</div>
+<div class="line"><a name="l00433"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html#a8b722f0ce7c600df653b5b7fa6e1813b"> 433</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html#a8b722f0ce7c600df653b5b7fa6e1813b">PatternCheckContext</a>(<a class="code" href="classtvm_1_1RelayExpr.html">Expr</a> matched_expr, <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<String, Expr>< [...]
+<div class="line"><a name="l00434"></a><span class="lineno"> 434</span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<Var, Expr></a> matched_bindings, <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map</a><<a class="code" href="classtvm_1_1relax_1_1Var.html">Var</a>, <a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<Var></a>> var_usages,</div>
+<div class="line"><a name="l00435"></a><span class="lineno"> 435</span>  <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<Expr, Var></a> value_to_bound_var);</div>
+<div class="line"><a name="l00436"></a><span class="lineno"> 436</span>  </div>
+<div class="line"><a name="l00437"></a><span class="lineno"><a class="line" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html#af88d0ee0cc9abfdadfe22466ffbc94ef"> 437</a></span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html#af88d0ee0cc9abfdadfe22466ffbc94ef">TVM_DEFINE_NOTNULLABLE_OBJECT_REF_METHODS</a>(<a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html">PatternCheckContext</a>, <a class="code" href="c [...]
+<div class="line"><a name="l00438"></a><span class="lineno"> 438</span>  <a class="code" href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html">PatternCheckContextNode</a>);</div>
+<div class="line"><a name="l00439"></a><span class="lineno"> 439</span> };</div>
+<div class="line"><a name="l00440"></a><span class="lineno"> 440</span>  </div>
+<div class="line"><a name="l00466"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a2beef24f928f8a5e89aa0e9ae2c3ff1a"> 466</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a2beef24f928f8a5e89aa0e9ae2c3ff1a">Gradient</a>(<a class="code" href="classtvm_1_1runtime_1_1String.html">String</a> func_name, <a class="code" href="classtvm_1_1runtime_1_1Opt [...]
+<div class="line"><a name="l00467"></a><span class="lineno"> 467</span>  <span class="keywordtype">int</span> target_index = 0);</div>
+<div class="line"><a name="l00468"></a><span class="lineno"> 468</span>  </div>
+<div class="line"><a name="l00487"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a0ed6bf6bce3d55eb2cfdae7a1ac15d39"> 487</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a0ed6bf6bce3d55eb2cfdae7a1ac15d39">FuseOpsByPattern</a>(<span class="keyword">const</span> <a class="code" href="classtvm_1_1runtime_1_1Array.html">tvm::Array<FusionPattern& [...]
+<div class="line"><a name="l00488"></a><span class="lineno"> 488</span>  <span class="keywordtype">bool</span> annotate_codegen = <span class="keyword">false</span>);</div>
+<div class="line"><a name="l00489"></a><span class="lineno"> 489</span>  </div>
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+<div class="line"><a name="l00498"></a><span class="lineno"> 498</span>  </div>
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+<div class="line"><a name="l00514"></a><span class="lineno"> 514</span>  <a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<runtime::String></a> entry_functions);</div>
+<div class="line"><a name="l00515"></a><span class="lineno"> 515</span>  </div>
+<div class="line"><a name="l00524"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a9a4dfbde47ed73e61446a4f13ffa1d57"> 524</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a9a4dfbde47ed73e61446a4f13ffa1d57">DecomposeOpsForInference</a>(<a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<String></a> func_name);</div>
+<div class="line"><a name="l00525"></a><span class="lineno"> 525</span>  </div>
+<div class="line"><a name="l00534"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a32ebc2bcef84b022e7c35a2a2678b99c"> 534</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a32ebc2bcef84b022e7c35a2a2678b99c">DecomposeOpsForTraining</a>(<a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional<String></a> func_name);</div>
+<div class="line"><a name="l00535"></a><span class="lineno"> 535</span>  </div>
+<div class="line"><a name="l00549"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a9994428123b73cedf8b1feddfe830883"> 549</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a9994428123b73cedf8b1feddfe830883">AlterOpImpl</a>(<span class="keyword">const</span> <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map<String, tir::PrimFunc></a [...]
+<div class="line"><a name="l00550"></a><span class="lineno"> 550</span>  <span class="keyword">const</span> <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map</a><<a class="code" href="classtvm_1_1runtime_1_1String.html">String</a>, <a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<tir::IndexMap></a>>& op_buffer_transforms,</div>
+<div class="line"><a name="l00551"></a><span class="lineno"> 551</span>  <span class="keyword">const</span> <a class="code" href="classtvm_1_1runtime_1_1Map.html">Map</a><<a class="code" href="classtvm_1_1runtime_1_1String.html">String</a>, <a class="code" href="classtvm_1_1runtime_1_1Array.html">Array</a><<a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<IntImm></a>>>& <a class="code" href="namespacetvm_1_1tir_1_1attr.html [...]
+<div class="line"><a name="l00552"></a><span class="lineno"> 552</span>  </div>
+<div class="line"><a name="l00559"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a844f4c41bfb8380a8f6e6e3d017aed94"> 559</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a844f4c41bfb8380a8f6e6e3d017aed94">ConvertLayout</a>(<a class="code" href="classtvm_1_1runtime_1_1Map.html">Map</a><<a class="code" href="classtvm_1_1runtime_1_1String.html" [...]
+<div class="line"><a name="l00560"></a><span class="lineno"> 560</span>  </div>
+<div class="line"><a name="l00568"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#adf34717bb1990ef17ddb03db00360ddc"> 568</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#adf34717bb1990ef17ddb03db00360ddc">ConvertToDataflow</a>(<span class="keywordtype">int</span> min_size = 2);</div>
+<div class="line"><a name="l00569"></a><span class="lineno"> 569</span>  </div>
+<div class="line"><a name="l00583"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a4de7728f784c7f70d53dcd75ad525f63"> 583</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a4de7728f784c7f70d53dcd75ad525f63">DeadCodeElimination</a>(<a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<runtime::String></a> entry_functions);</div>
<div class="line"><a name="l00584"></a><span class="lineno"> 584</span>  </div>
-<div class="line"><a name="l00593"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a3876e2a757378b1f9d195af8cbba1e52"> 593</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a3876e2a757378b1f9d195af8cbba1e52">ToMixedPrecision</a>(<span class="keyword">const</span> <a class="code" href="classtvm_1_1runtime_1_1DataType.html">DataType</a>& out_dty [...]
-<div class="line"><a name="l00594"></a><span class="lineno"> 594</span>  <a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional</a><<a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<String></a>> fp16_input_names = <a class="code" href="namespacetvm.html#aae7034e3e41c18e7fb78ff32bfc6a318">NullOpt</a>);</div>
+<div class="line"><a name="l00594"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a11f82e9471203ddc307c67bc858a28d8"> 594</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a11f82e9471203ddc307c67bc858a28d8">DataflowUseInplaceCalls</a>();</div>
<div class="line"><a name="l00595"></a><span class="lineno"> 595</span>  </div>
-<div class="line"><a name="l00601"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#ad769f00c33bd5eac4fa5e608ce92b87b"> 601</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#ad769f00c33bd5eac4fa5e608ce92b87b">RewriteCUDAGraph</a>();</div>
-<div class="line"><a name="l00602"></a><span class="lineno"> 602</span>  </div>
-<div class="line"><a name="l00613"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a47edcc1f5a163d830f6a428663d82875"> 613</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a47edcc1f5a163d830f6a428663d82875">FewShotTuning</a>(<span class="keywordtype">int</span> valid_count, <span class="keywordtype">bool</span> benchmark);</div>
-<div class="line"><a name="l00614"></a><span class="lineno"> 614</span>  </div>
-<div class="line"><a name="l00615"></a><span class="lineno"> 615</span> } <span class="comment">// namespace transform</span></div>
-<div class="line"><a name="l00616"></a><span class="lineno"> 616</span> } <span class="comment">// namespace relax</span></div>
-<div class="line"><a name="l00617"></a><span class="lineno"> 617</span> } <span class="comment">// namespace tvm</span></div>
-<div class="line"><a name="l00618"></a><span class="lineno"> 618</span>  </div>
-<div class="line"><a name="l00619"></a><span class="lineno"> 619</span> <span class="preprocessor">#endif </span><span class="comment">// TVM_RELAX_TRANSFORM_H_</span></div>
+<div class="line"><a name="l00606"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a3876e2a757378b1f9d195af8cbba1e52"> 606</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a3876e2a757378b1f9d195af8cbba1e52">ToMixedPrecision</a>(<span class="keyword">const</span> <a class="code" href="classtvm_1_1runtime_1_1DataType.html">DataType</a>& out_dty [...]
+<div class="line"><a name="l00607"></a><span class="lineno"> 607</span>  <a class="code" href="classtvm_1_1runtime_1_1Optional.html">Optional</a><<a class="code" href="classtvm_1_1runtime_1_1Array.html">Array<String></a>> fp16_input_names = <a class="code" href="namespacetvm.html#aae7034e3e41c18e7fb78ff32bfc6a318">NullOpt</a>);</div>
+<div class="line"><a name="l00608"></a><span class="lineno"> 608</span>  </div>
+<div class="line"><a name="l00614"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#ad769f00c33bd5eac4fa5e608ce92b87b"> 614</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#ad769f00c33bd5eac4fa5e608ce92b87b">RewriteCUDAGraph</a>();</div>
+<div class="line"><a name="l00615"></a><span class="lineno"> 615</span>  </div>
+<div class="line"><a name="l00626"></a><span class="lineno"><a class="line" href="namespacetvm_1_1relax_1_1transform.html#a47edcc1f5a163d830f6a428663d82875"> 626</a></span> TVM_DLL <a class="code" href="classtvm_1_1transform_1_1Pass.html">Pass</a> <a class="code" href="namespacetvm_1_1relax_1_1transform.html#a47edcc1f5a163d830f6a428663d82875">FewShotTuning</a>(<span class="keywordtype">int</span> valid_count, <span class="keywordtype">bool</span> benchmark);</div>
+<div class="line"><a name="l00627"></a><span class="lineno"> 627</span>  </div>
+<div class="line"><a name="l00628"></a><span class="lineno"> 628</span> } <span class="comment">// namespace transform</span></div>
+<div class="line"><a name="l00629"></a><span class="lineno"> 629</span> } <span class="comment">// namespace relax</span></div>
+<div class="line"><a name="l00630"></a><span class="lineno"> 630</span> } <span class="comment">// namespace tvm</span></div>
+<div class="line"><a name="l00631"></a><span class="lineno"> 631</span>  </div>
+<div class="line"><a name="l00632"></a><span class="lineno"> 632</span> <span class="preprocessor">#endif </span><span class="comment">// TVM_RELAX_TRANSFORM_H_</span></div>
<div class="ttc" id="aclasstvm_1_1AttrVisitor_html"><div class="ttname"><a href="classtvm_1_1AttrVisitor.html">tvm::AttrVisitor</a></div><div class="ttdoc">Visitor class to get the attributes of an AST/IR node. The content is going to be called for each fie...</div><div class="ttdef"><b>Definition:</b> reflection.h:52</div></div>
<div class="ttc" id="aclasstvm_1_1IRModule_html"><div class="ttname"><a href="classtvm_1_1IRModule.html">tvm::IRModule</a></div><div class="ttdoc">Managed reference class to IRModuleNode.</div><div class="ttdef"><b>Definition:</b> module.h:365</div></div>
<div class="ttc" id="aclasstvm_1_1RelayExpr_html"><div class="ttname"><a href="classtvm_1_1RelayExpr.html">tvm::RelayExpr</a></div><div class="ttdoc">Managed reference to RelayExprNode.</div><div class="ttdef"><b>Definition:</b> expr.h:441</div></div>
@@ -279,29 +279,29 @@ $(function() {
<div class="ttc" id="aclasstvm_1_1relax_1_1DataflowBlock_html"><div class="ttname"><a href="classtvm_1_1relax_1_1DataflowBlock.html">tvm::relax::DataflowBlock</a></div><div class="ttdef"><b>Definition:</b> expr.h:873</div></div>
<div class="ttc" id="aclasstvm_1_1relax_1_1Function_html"><div class="ttname"><a href="classtvm_1_1relax_1_1Function.html">tvm::relax::Function</a></div><div class="ttdef"><b>Definition:</b> expr.h:967</div></div>
<div class="ttc" id="aclasstvm_1_1relax_1_1Var_html"><div class="ttname"><a href="classtvm_1_1relax_1_1Var.html">tvm::relax::Var</a></div><div class="ttdef"><b>Definition:</b> expr.h:476</div></div>
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html">tvm::relax::transform::FusionPatternNode</a></div><div class="ttdoc">The pattern object used as the input of FuseOpsByPattern. For bindings to be fused,...</div><div class="ttdef"><b>Definition:</b> transform.h:323</div></div>
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_a209ad934d83f9b55ad070204ced1ec3f"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a209ad934d83f9b55ad070204ced1ec3f">tvm::relax::transform::FusionPatternNode::annotation_patterns</a></div><div class="ttdeci">Map< String, DFPattern > annotation_patterns</div><div class="ttdoc">The map which is used to extract important expressions from the pattern match result....</d [...]
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html">tvm::relax::transform::FusionPatternNode</a></div><div class="ttdoc">The pattern object used as the input of FuseOpsByPattern. For bindings to be fused,...</div><div class="ttdef"><b>Definition:</b> transform.h:325</div></div>
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_a209ad934d83f9b55ad070204ced1ec3f"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a209ad934d83f9b55ad070204ced1ec3f">tvm::relax::transform::FusionPatternNode::annotation_patterns</a></div><div class="ttdeci">Map< String, DFPattern > annotation_patterns</div><div class="ttdoc">The map which is used to extract important expressions from the pattern match result....</d [...]
<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_a38a7582f505c3d32eef0b854be2141bb"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a38a7582f505c3d32eef0b854be2141bb">tvm::relax::transform::FusionPatternNode::TVM_DECLARE_FINAL_OBJECT_INFO</a></div><div class="ttdeci">TVM_DECLARE_FINAL_OBJECT_INFO(FusionPatternNode, Object)</div></div>
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_a5f1e64ee604ff5056f562e547b4f0a4d"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a5f1e64ee604ff5056f562e547b4f0a4d">tvm::relax::transform::FusionPatternNode::name</a></div><div class="ttdeci">String name</div><div class="ttdoc">The name of pattern. It becomes the value of the kComposite attribute of a fused function after succe...</div><div class="ttdef"><b>Definition:</ [...]
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_a661935320e71fd70f56017c9f6e75243"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a661935320e71fd70f56017c9f6e75243">tvm::relax::transform::FusionPatternNode::VisitAttrs</a></div><div class="ttdeci">void VisitAttrs(tvm::AttrVisitor *v)</div><div class="ttdef"><b>Definition:</b> transform.h:360</div></div>
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_a8af92ff4bb3371768190ae70e9dfc4bd"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a8af92ff4bb3371768190ae70e9dfc4bd">tvm::relax::transform::FusionPatternNode::attrs_getter</a></div><div class="ttdeci">Optional< PackedFunc > attrs_getter</div><div class="ttdoc">The function to get attributes for fused function.</div><div class="ttdef"><b>Definition:</b> transform.h:3 [...]
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_a9a8209c575729f5430a45115fde32d4b"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a9a8209c575729f5430a45115fde32d4b">tvm::relax::transform::FusionPatternNode::check</a></div><div class="ttdeci">Optional< PackedFunc > check</div><div class="ttdoc">The function to determine whether the match result is accepted. This can be NullOpt if check function...</div><div class= [...]
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_ab4f1194ba8603e058d0334b8a0e529ae"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ab4f1194ba8603e058d0334b8a0e529ae">tvm::relax::transform::FusionPatternNode::_type_key</a></div><div class="ttdeci">static constexpr const char * _type_key</div><div class="ttdef"><b>Definition:</b> transform.h:368</div></div>
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_ac1f028235aed2b8bbcba533f024c9400"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ac1f028235aed2b8bbcba533f024c9400">tvm::relax::transform::FusionPatternNode::pattern</a></div><div class="ttdeci">DFPattern pattern</div><div class="ttdoc">The dataflow pattern that will be used to match expression in the DataflowBlock. All the call nodes c...</div><div class="ttdef"><b>Defi [...]
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPattern_html"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html">tvm::relax::transform::FusionPattern</a></div><div class="ttdef"><b>Definition:</b> transform.h:372</div></div>
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_a5f1e64ee604ff5056f562e547b4f0a4d"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a5f1e64ee604ff5056f562e547b4f0a4d">tvm::relax::transform::FusionPatternNode::name</a></div><div class="ttdeci">String name</div><div class="ttdoc">The name of pattern. It becomes the value of the kComposite attribute of a fused function after succe...</div><div class="ttdef"><b>Definition:</ [...]
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_a661935320e71fd70f56017c9f6e75243"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a661935320e71fd70f56017c9f6e75243">tvm::relax::transform::FusionPatternNode::VisitAttrs</a></div><div class="ttdeci">void VisitAttrs(tvm::AttrVisitor *v)</div><div class="ttdef"><b>Definition:</b> transform.h:362</div></div>
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_a8af92ff4bb3371768190ae70e9dfc4bd"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a8af92ff4bb3371768190ae70e9dfc4bd">tvm::relax::transform::FusionPatternNode::attrs_getter</a></div><div class="ttdeci">Optional< PackedFunc > attrs_getter</div><div class="ttdoc">The function to get attributes for fused function.</div><div class="ttdef"><b>Definition:</b> transform.h:3 [...]
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_a9a8209c575729f5430a45115fde32d4b"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#a9a8209c575729f5430a45115fde32d4b">tvm::relax::transform::FusionPatternNode::check</a></div><div class="ttdeci">Optional< PackedFunc > check</div><div class="ttdoc">The function to determine whether the match result is accepted. This can be NullOpt if check function...</div><div class= [...]
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_ab4f1194ba8603e058d0334b8a0e529ae"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ab4f1194ba8603e058d0334b8a0e529ae">tvm::relax::transform::FusionPatternNode::_type_key</a></div><div class="ttdeci">static constexpr const char * _type_key</div><div class="ttdef"><b>Definition:</b> transform.h:370</div></div>
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPatternNode_html_ac1f028235aed2b8bbcba533f024c9400"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPatternNode.html#ac1f028235aed2b8bbcba533f024c9400">tvm::relax::transform::FusionPatternNode::pattern</a></div><div class="ttdeci">DFPattern pattern</div><div class="ttdoc">The dataflow pattern that will be used to match expression in the DataflowBlock. All the call nodes c...</div><div class="ttdef"><b>Defi [...]
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPattern_html"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html">tvm::relax::transform::FusionPattern</a></div><div class="ttdef"><b>Definition:</b> transform.h:374</div></div>
<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPattern_html_a2d1f4efc91c1bc7b3df9cab078f0d0d8"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a2d1f4efc91c1bc7b3df9cab078f0d0d8">tvm::relax::transform::FusionPattern::FusionPattern</a></div><div class="ttdeci">FusionPattern(String name, DFPattern pattern, Map< String, DFPattern > annotation_patterns, Optional< PackedFunc > check, Optional< PackedFunc > attrs_getter)</div></div>
<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPattern_html_a5da8d38db669c1543e016ba07e30c9ee"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a5da8d38db669c1543e016ba07e30c9ee">tvm::relax::transform::FusionPattern::TVM_DEFINE_NOTNULLABLE_OBJECT_REF_METHODS</a></div><div class="ttdeci">TVM_DEFINE_NOTNULLABLE_OBJECT_REF_METHODS(FusionPattern, ObjectRef, FusionPatternNode)</div></div>
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPattern_html_a700c1e65ee7144382d1c241981583212"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a700c1e65ee7144382d1c241981583212">tvm::relax::transform::FusionPattern::FusionPattern</a></div><div class="ttdeci">FusionPattern(String name, DFPattern pattern)</div><div class="ttdef"><b>Definition:</b> transform.h:377</div></div>
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html">tvm::relax::transform::PatternCheckContextNode</a></div><div class="ttdoc">The input of FusionPattern::check.</div><div class="ttdef"><b>Definition:</b> transform.h:386</div></div>
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_a396aa8792f8fd5fbe09c996ba68a3dfb"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a396aa8792f8fd5fbe09c996ba68a3dfb">tvm::relax::transform::PatternCheckContextNode::VisitAttrs</a></div><div class="ttdeci">void VisitAttrs(tvm::AttrVisitor *v)</div><div class="ttdef"><b>Definition:</b> transform.h:417</div></div>
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_a47df379025eabd9ebc3c28068d5ab799"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a47df379025eabd9ebc3c28068d5ab799">tvm::relax::transform::PatternCheckContextNode::value_to_bound_var</a></div><div class="ttdeci">Map< Expr, Var > value_to_bound_var</div><div class="ttdoc">Map from value to its bound variable. It doesn't have variables after the matched e [...]
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_a57ce045f116f2bd96d5d7f3f32b4dc11"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a57ce045f116f2bd96d5d7f3f32b4dc11">tvm::relax::transform::PatternCheckContextNode::matched_bindings</a></div><div class="ttdeci">Map< Var, Expr > matched_bindings</div><div class="ttdoc">Map from variable to its value. It contains variables from bindings that is being fused [...]
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_a82fc58d4a0c9c258cc081fe1af14eff1"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a82fc58d4a0c9c258cc081fe1af14eff1">tvm::relax::transform::PatternCheckContextNode::annotated_expr</a></div><div class="ttdeci">Map< String, Expr > annotated_expr</div><div class="ttdoc">A map which contains all expressions matched by the sub patterns in FusionPattern::annot [...]
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1FusionPattern_html_a700c1e65ee7144382d1c241981583212"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1FusionPattern.html#a700c1e65ee7144382d1c241981583212">tvm::relax::transform::FusionPattern::FusionPattern</a></div><div class="ttdeci">FusionPattern(String name, DFPattern pattern)</div><div class="ttdef"><b>Definition:</b> transform.h:379</div></div>
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html">tvm::relax::transform::PatternCheckContextNode</a></div><div class="ttdoc">The input of FusionPattern::check.</div><div class="ttdef"><b>Definition:</b> transform.h:388</div></div>
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_a396aa8792f8fd5fbe09c996ba68a3dfb"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a396aa8792f8fd5fbe09c996ba68a3dfb">tvm::relax::transform::PatternCheckContextNode::VisitAttrs</a></div><div class="ttdeci">void VisitAttrs(tvm::AttrVisitor *v)</div><div class="ttdef"><b>Definition:</b> transform.h:419</div></div>
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_a47df379025eabd9ebc3c28068d5ab799"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a47df379025eabd9ebc3c28068d5ab799">tvm::relax::transform::PatternCheckContextNode::value_to_bound_var</a></div><div class="ttdeci">Map< Expr, Var > value_to_bound_var</div><div class="ttdoc">Map from value to its bound variable. It doesn't have variables after the matched e [...]
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_a57ce045f116f2bd96d5d7f3f32b4dc11"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a57ce045f116f2bd96d5d7f3f32b4dc11">tvm::relax::transform::PatternCheckContextNode::matched_bindings</a></div><div class="ttdeci">Map< Var, Expr > matched_bindings</div><div class="ttdoc">Map from variable to its value. It contains variables from bindings that is being fused [...]
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_a82fc58d4a0c9c258cc081fe1af14eff1"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a82fc58d4a0c9c258cc081fe1af14eff1">tvm::relax::transform::PatternCheckContextNode::annotated_expr</a></div><div class="ttdeci">Map< String, Expr > annotated_expr</div><div class="ttdoc">A map which contains all expressions matched by the sub patterns in FusionPattern::annot [...]
<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_a8c108121e14c1d34a0ad9f403346e50b"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a8c108121e14c1d34a0ad9f403346e50b">tvm::relax::transform::PatternCheckContextNode::TVM_DECLARE_FINAL_OBJECT_INFO</a></div><div class="ttdeci">TVM_DECLARE_FINAL_OBJECT_INFO(PatternCheckContextNode, Object)</div></div>
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_a93ff171c5adf1c2305ce45372f785424"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a93ff171c5adf1c2305ce45372f785424">tvm::relax::transform::PatternCheckContextNode::_type_key</a></div><div class="ttdeci">static constexpr const char * _type_key</div><div class="ttdef"><b>Definition:</b> transform.h:425</div></div>
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_ae44b578d189dff880745f07fb1ddca31"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#ae44b578d189dff880745f07fb1ddca31">tvm::relax::transform::PatternCheckContextNode::var_usages</a></div><div class="ttdeci">Map< Var, Array< Var > > var_usages</div><div class="ttdoc">A map mapping variable definitions to a set of uses. It has all variables used in the [...]
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_aecf49329b2d1df52bef769046a6c8471"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#aecf49329b2d1df52bef769046a6c8471">tvm::relax::transform::PatternCheckContextNode::matched_expr</a></div><div class="ttdeci">Expr matched_expr</div><div class="ttdoc">The expression that's matched with the FusionPattern::pattern.</div><div class="ttdef"><b>Definition:</b> transfo [...]
-<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContext_html"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html">tvm::relax::transform::PatternCheckContext</a></div><div class="ttdef"><b>Definition:</b> transform.h:429</div></div>
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_a93ff171c5adf1c2305ce45372f785424"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#a93ff171c5adf1c2305ce45372f785424">tvm::relax::transform::PatternCheckContextNode::_type_key</a></div><div class="ttdeci">static constexpr const char * _type_key</div><div class="ttdef"><b>Definition:</b> transform.h:427</div></div>
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_ae44b578d189dff880745f07fb1ddca31"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#ae44b578d189dff880745f07fb1ddca31">tvm::relax::transform::PatternCheckContextNode::var_usages</a></div><div class="ttdeci">Map< Var, Array< Var > > var_usages</div><div class="ttdoc">A map mapping variable definitions to a set of uses. It has all variables used in the [...]
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContextNode_html_aecf49329b2d1df52bef769046a6c8471"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContextNode.html#aecf49329b2d1df52bef769046a6c8471">tvm::relax::transform::PatternCheckContextNode::matched_expr</a></div><div class="ttdeci">Expr matched_expr</div><div class="ttdoc">The expression that's matched with the FusionPattern::pattern.</div><div class="ttdef"><b>Definition:</b> transfo [...]
+<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContext_html"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html">tvm::relax::transform::PatternCheckContext</a></div><div class="ttdef"><b>Definition:</b> transform.h:431</div></div>
<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContext_html_a8b722f0ce7c600df653b5b7fa6e1813b"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html#a8b722f0ce7c600df653b5b7fa6e1813b">tvm::relax::transform::PatternCheckContext::PatternCheckContext</a></div><div class="ttdeci">PatternCheckContext(Expr matched_expr, Map< String, Expr > annotated_expr, Map< Var, Expr > matched_bindings, Map< Var, Array< Var >> va [...]
<div class="ttc" id="aclasstvm_1_1relax_1_1transform_1_1PatternCheckContext_html_af88d0ee0cc9abfdadfe22466ffbc94ef"><div class="ttname"><a href="classtvm_1_1relax_1_1transform_1_1PatternCheckContext.html#af88d0ee0cc9abfdadfe22466ffbc94ef">tvm::relax::transform::PatternCheckContext::TVM_DEFINE_NOTNULLABLE_OBJECT_REF_METHODS</a></div><div class="ttdeci">TVM_DEFINE_NOTNULLABLE_OBJECT_REF_METHODS(PatternCheckContext, ObjectRef, PatternCheckContextNode)</div></div>
<div class="ttc" id="aclasstvm_1_1runtime_1_1Array_html"><div class="ttname"><a href="classtvm_1_1runtime_1_1Array.html">tvm::runtime::Array</a></div><div class="ttdoc">Array, container representing a contiguous sequence of ObjectRefs.</div><div class="ttdef"><b>Definition:</b> array.h:289</div></div>
@@ -346,7 +346,7 @@ $(function() {
<div class="ttc" id="anamespacetvm_1_1relax_1_1transform_html_a9578408fcfdc920ca97d54ae699c431f"><div class="ttname"><a href="namespacetvm_1_1relax_1_1transform.html#a9578408fcfdc920ca97d54ae699c431f">tvm::relax::transform::ExpandTupleArguments</a></div><div class="ttdeci">Pass ExpandTupleArguments()</div><div class="ttdoc">Expand tuple arguments to internal functions.</div></div>
<div class="ttc" id="anamespacetvm_1_1relax_1_1transform_html_a9994428123b73cedf8b1feddfe830883"><div class="ttname"><a href="namespacetvm_1_1relax_1_1transform.html#a9994428123b73cedf8b1feddfe830883">tvm::relax::transform::AlterOpImpl</a></div><div class="ttdeci">Pass AlterOpImpl(const Map< String, tir::PrimFunc > &op_impl_map, const Map< String, Array< tir::IndexMap >> &op_buffer_transforms, const Map< String, Array< Array< IntImm >>> &ax [...]
<div class="ttc" id="anamespacetvm_1_1relax_1_1transform_html_a9a4dfbde47ed73e61446a4f13ffa1d57"><div class="ttname"><a href="namespacetvm_1_1relax_1_1transform.html#a9a4dfbde47ed73e61446a4f13ffa1d57">tvm::relax::transform::DecomposeOpsForInference</a></div><div class="ttdeci">Pass DecomposeOpsForInference(Optional< String > func_name)</div><div class="ttdoc">Decompose composite operators during inference. For example, The result of batch norm (a triple) will...</div></div>
-<div class="ttc" id="anamespacetvm_1_1relax_1_1transform_html_aa26d9a1b7b6b9b7bc575ad8edccb7ca7"><div class="ttname"><a href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7">tvm::relax::transform::FoldConstant</a></div><div class="ttdeci">Pass FoldConstant()</div><div class="ttdoc">Fold constant expressions.</div></div>
+<div class="ttc" id="anamespacetvm_1_1relax_1_1transform_html_aa26d9a1b7b6b9b7bc575ad8edccb7ca7"><div class="ttname"><a href="namespacetvm_1_1relax_1_1transform.html#aa26d9a1b7b6b9b7bc575ad8edccb7ca7">tvm::relax::transform::FoldConstant</a></div><div class="ttdeci">Pass FoldConstant()</div><div class="ttdoc">Fold constant expressions within dataflow blocks.</div></div>
<div class="ttc" id="anamespacetvm_1_1relax_1_1transform_html_aa697394f51af1181825cc5223746f18c"><div class="ttname"><a href="namespacetvm_1_1relax_1_1transform.html#aa697394f51af1181825cc5223746f18c">tvm::relax::transform::CanonicalizeBindings</a></div><div class="ttdeci">Pass CanonicalizeBindings()</div><div class="ttdoc">Simplify a Relax module by folding var bindings and match shape nodes, as well as tuple indices....</div></div>
<div class="ttc" id="anamespacetvm_1_1relax_1_1transform_html_ab39386a8c6dad83320670e691e7a60c0"><div class="ttname"><a href="namespacetvm_1_1relax_1_1transform.html#ab39386a8c6dad83320670e691e7a60c0">tvm::relax::transform::RewriteDataflowReshape</a></div><div class="ttdeci">Pass RewriteDataflowReshape()</div><div class="ttdoc">Convert all reshape-like call_tir whose corresponding binding vars are DataflowVars to relax....</div></div>
<div class="ttc" id="anamespacetvm_1_1relax_1_1transform_html_abd2a4cad2b34af2121197ec3d9840128"><div class="ttname"><a href="namespacetvm_1_1relax_1_1transform.html#abd2a4cad2b34af2121197ec3d9840128">tvm::relax::transform::RunCodegen</a></div><div class="ttdeci">Pass RunCodegen(Optional< Map< String, Map< String, ObjectRef >>> target_options, Array< runtime::String > entry_functions)</div><div class="ttdoc">Run codegen.</div></div>
diff --git a/docs/reference/api/python/auto_scheduler.html b/docs/reference/api/python/auto_scheduler.html
index 731ac8dac0..1ec60a5351 100644
--- a/docs/reference/api/python/auto_scheduler.html
+++ b/docs/reference/api/python/auto_scheduler.html
@@ -1637,7 +1637,7 @@ history states as starting point to perform Evolutionary Search).</p></li>
<dl class="py class">
<dt class="sig sig-object py" id="tvm.auto_scheduler.SketchPolicy">
-<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">SketchPolicy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">program_cost_model</span></span><span class="o"><span class="pre">=</span></span><span class="defau [...]
+<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">SketchPolicy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">program_cost_model</span></span><span class="o"><span class="pre">=</span></span><span class="defau [...]
<dd><p>The search policy that searches in a hierarchical search space defined by sketches.
The policy randomly samples programs from the space defined by sketches and use evolutionary
search to fine-tune them.</p>
@@ -1921,7 +1921,7 @@ Candidates:
<dl class="py function">
<dt class="sig sig-object py" id="tvm.auto_scheduler.auto_schedule">
-<span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">auto_schedule</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">search_policy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em clas [...]
+<span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">auto_schedule</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">search_policy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em clas [...]
<dd><p>THIS API IS DEPRECATED.</p>
<p>Run auto scheduling search for a task.</p>
<dl class="field-list simple">
diff --git a/docs/reference/api/typedoc/classes/ArtifactCache.html b/docs/reference/api/typedoc/classes/ArtifactCache.html
index 06bcbe4efe..a6cf186779 100644
--- a/docs/reference/api/typedoc/classes/ArtifactCache.html
+++ b/docs/reference/api/typedoc/classes/ArtifactCache.html
@@ -23,7 +23,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">ArtifactCache</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L991">runtime.ts:991</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L991">runtime.ts:991</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -52,7 +52,7 @@
<h5><span class="tsd-kind-parameter">scope</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="ArtifactCache.html" class="tsd-signature-type tsd-kind-class">ArtifactCache</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L995">runtime.ts:995</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L995">runtime.ts:995</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="fetchWithCache" class="tsd-anchor"></a>
@@ -67,7 +67,7 @@
<h5><span class="tsd-kind-parameter">url</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type ">Response</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L999">runtime.ts:999</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L999">runtime.ts:999</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="hasAllKeys" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>has<wbr/>All<wbr/>Keys</span><a href="#hasAllKeys" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -80,7 +80,7 @@
<h5><span class="tsd-kind-parameter">keys</span>: <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1015">runtime.ts:1015</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1015">runtime.ts:1015</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/DLDataType.html b/docs/reference/api/typedoc/classes/DLDataType.html
index ca3c481d51..60981110ec 100644
--- a/docs/reference/api/typedoc/classes/DLDataType.html
+++ b/docs/reference/api/typedoc/classes/DLDataType.html
@@ -23,7 +23,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">DLDataType</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L401">runtime.ts:401</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L401">runtime.ts:401</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -62,7 +62,7 @@
<h5><span class="tsd-kind-parameter">lanes</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="DLDataType.html" class="tsd-signature-type tsd-kind-class">DLDataType</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L409">runtime.ts:409</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L409">runtime.ts:409</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="bits" class="tsd-anchor"></a>
@@ -71,21 +71,21 @@
<div class="tsd-comment tsd-typography"><p>Number of bits in the data type.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L405">runtime.ts:405</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L405">runtime.ts:405</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="code" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>code</span><a href="#code" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">code</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<div class="tsd-comment tsd-typography"><p>The type code</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L403">runtime.ts:403</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L403">runtime.ts:403</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="lanes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>lanes</span><a href="#lanes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">lanes</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<div class="tsd-comment tsd-typography"><p>Number of vector lanes.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L407">runtime.ts:407</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L407">runtime.ts:407</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="numStorageBytes" class="tsd-anchor"></a>
@@ -95,7 +95,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L424">runtime.ts:424</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L424">runtime.ts:424</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>String</span><a href="#toString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -103,7 +103,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L415">runtime.ts:415</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L415">runtime.ts:415</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/DLDevice.html b/docs/reference/api/typedoc/classes/DLDevice.html
index a44ee3f219..39c05cf45d 100644
--- a/docs/reference/api/typedoc/classes/DLDevice.html
+++ b/docs/reference/api/typedoc/classes/DLDevice.html
@@ -23,7 +23,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">DLDevice</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L341">runtime.ts:341</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L341">runtime.ts:341</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -61,7 +61,7 @@
<h5><span class="tsd-kind-parameter">lib</span>: <a href="_internal_.FFILibrary.html" class="tsd-signature-type tsd-kind-class">FFILibrary</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="DLDevice.html" class="tsd-signature-type tsd-kind-class">DLDevice</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L349">runtime.ts:349</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L349">runtime.ts:349</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="deviceId" class="tsd-anchor"></a>
@@ -70,14 +70,14 @@
<div class="tsd-comment tsd-typography"><p>The device index.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L345">runtime.ts:345</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L345">runtime.ts:345</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="deviceType" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>device<wbr/>Type</span><a href="#deviceType" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">device<wbr/>Type</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<div class="tsd-comment tsd-typography"><p>The device type code of the device.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L343">runtime.ts:343</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L343">runtime.ts:343</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="sync" class="tsd-anchor"></a>
@@ -89,7 +89,7 @@
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L368">runtime.ts:368</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L368">runtime.ts:368</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>String</span><a href="#toString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -97,7 +97,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L375">runtime.ts:375</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L375">runtime.ts:375</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/Instance.html b/docs/reference/api/typedoc/classes/Instance.html
index 1c5d6471c1..bd4a68c690 100644
--- a/docs/reference/api/typedoc/classes/Instance.html
+++ b/docs/reference/api/typedoc/classes/Instance.html
@@ -40,7 +40,7 @@ are not tracked through JS native garbage collection mechanism.</p>
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1043">runtime.ts:1043</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1043">runtime.ts:1043</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -140,24 +140,24 @@ a WASI object, or an object containing wasmLibraryProvider field.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="Instance.html" class="tsd-signature-type tsd-kind-class">Instance</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1072">runtime.ts:1072</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1072">runtime.ts:1072</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="cacheMetadata" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>cache<wbr/>Metadata</span><a href="#cacheMetadata" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">cache<wbr/>Metadata</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol"> = {}</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1046">runtime.ts:1046</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1046">runtime.ts:1046</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="exports" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>exports</span><a href="#exports" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">exports</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type ">Function</span><span class="tsd-signature-symbol">></span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1045">runtime.ts:1045</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1045">runtime.ts:1045</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="memory" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>memory</span><a href="#memory" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">memory</span><span class="tsd-signature-symbol">:</span> <a href="_internal_.Memory.html" class="tsd-signature-type tsd-kind-class">Memory</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1044">runtime.ts:1044</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1044">runtime.ts:1044</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="applyPresenceAndFrequencyPenalty" class="tsd-anchor"></a>
@@ -193,7 +193,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1772">runtime.ts:1772</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1772">runtime.ts:1772</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="applyRepetitionPenalty" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>apply<wbr/>Repetition<wbr/>Penalty</span><a href="#applyRepetitionPenalty" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -218,7 +218,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1759">runtime.ts:1759</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1759">runtime.ts:1759</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="applySoftmaxWithTemperature" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>apply<wbr/>Softmax<wbr/>With<wbr/>Temperature</span><a href="#applySoftmaxWithTemperature" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -239,7 +239,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1789">runtime.ts:1789</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1789">runtime.ts:1789</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="asyncLoadWebGPUPipelines" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>async<wbr/>Load<wbr/>WebGPUPipelines</span><a href="#asyncLoadWebGPUPipelines" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -256,7 +256,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1947">runtime.ts:1947</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1947">runtime.ts:1947</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="attachToCurrentScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>attach<wbr/>To<wbr/>Current<wbr/>Scope</span><a href="#attachToCurrentScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -283,7 +283,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1195">runtime.ts:1195</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1195">runtime.ts:1195</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="beginScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>begin<wbr/>Scope</span><a href="#beginScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -293,7 +293,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1154">runtime.ts:1154</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1154">runtime.ts:1154</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="benchmark" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>benchmark</span><a href="#benchmark" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -328,7 +328,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
<h5><span class="tsd-kind-parameter">repeat</span>: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> = 1</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1113">runtime.ts:1113</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1113">runtime.ts:1113</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="bindCanvas" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>bind<wbr/>Canvas</span><a href="#bindCanvas" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -345,7 +345,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1797">runtime.ts:1797</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1797">runtime.ts:1797</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="clearCanvas" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>clear<wbr/>Canvas</span><a href="#clearCanvas" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -355,7 +355,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1828">runtime.ts:1828</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1828">runtime.ts:1828</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="cpu" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>cpu</span><a href="#cpu" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -372,7 +372,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="DLDevice.html" class="tsd-signature-type tsd-kind-class">DLDevice</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1657">runtime.ts:1657</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1657">runtime.ts:1657</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="createVirtualMachine" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>create<wbr/>Virtual<wbr/>Machine</span><a href="#createVirtualMachine" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -390,7 +390,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
<h4 class="tsd-returns-title">Returns <a href="VirtualMachine.html" class="tsd-signature-type tsd-kind-class">VirtualMachine</a></h4><p>The created virtual machime.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1373">runtime.ts:1373</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1373">runtime.ts:1373</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="detachFromCurrentScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>detach<wbr/>From<wbr/>Current<wbr/>Scope</span><a href="#detachFromCurrentScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -416,7 +416,7 @@ so it won't be released via auto-release during endscope.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1222">runtime.ts:1222</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1222">runtime.ts:1222</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="device" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>device</span><a href="#device" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -438,7 +438,7 @@ so it won't be released via auto-release during endscope.</p>
<h4 class="tsd-returns-title">Returns <a href="DLDevice.html" class="tsd-signature-type tsd-kind-class">DLDevice</a></h4><p>The created device.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1649">runtime.ts:1649</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1649">runtime.ts:1649</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -451,7 +451,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1134">runtime.ts:1134</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1134">runtime.ts:1134</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="empty" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>empty</span><a href="#empty" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -477,7 +477,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>The created ndarray.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1677">runtime.ts:1677</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1677">runtime.ts:1677</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="endScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>end<wbr/>Scope</span><a href="#endScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -490,7 +490,7 @@ a value to parent scope.</p>
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1165">runtime.ts:1165</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1165">runtime.ts:1165</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="fetchNDArrayCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>fetchNDArray<wbr/>Cache</span><a href="#fetchNDArrayCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -516,7 +516,7 @@ a value to parent scope.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">></span></h4><p>The meta data</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1464">runtime.ts:1464</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1464">runtime.ts:1464</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getGlobalFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Global<wbr/>Func</span><a href="#getGlobalFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -534,7 +534,7 @@ a value to parent scope.</p>
<h4 class="tsd-returns-title">Returns <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></h4><p>The result function.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1310">runtime.ts:1310</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1310">runtime.ts:1310</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getParamsFromCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Params<wbr/>From<wbr/>Cache</span><a href="#getParamsFromCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -555,7 +555,7 @@ a value to parent scope.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="TVMObject.html" class="tsd-signature-type tsd-kind-class">TVMObject</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1401">runtime.ts:1401</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1401">runtime.ts:1401</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getParamsFromCacheByName" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Params<wbr/>From<wbr/>Cache<wbr/>By<wbr/>Name</span><a href="#getParamsFromCacheByName" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -573,7 +573,7 @@ a value to parent scope.</p>
<h4 class="tsd-returns-title">Returns <a href="TVMObject.html" class="tsd-signature-type tsd-kind-class">TVMObject</a></h4><p>Parameters read.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1412">runtime.ts:1412</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1412">runtime.ts:1412</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="initWebGPU" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>init<wbr/>WebGPU</span><a href="#initWebGPU" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -590,7 +590,7 @@ a value to parent scope.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L2012">runtime.ts:2012</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L2012">runtime.ts:2012</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="isPackedFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>is<wbr/>Packed<wbr/>Func</span><a href="#isPackedFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -608,7 +608,7 @@ a value to parent scope.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4><p>The check result.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1345">runtime.ts:1345</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1345">runtime.ts:1345</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="listGlobalFuncNames" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>list<wbr/>Global<wbr/>Func<wbr/>Names</span><a href="#listGlobalFuncNames" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -619,7 +619,7 @@ a value to parent scope.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h4><p>The name list.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1238">runtime.ts:1238</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1238">runtime.ts:1238</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="makeShapeTuple" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>make<wbr/>Shape<wbr/>Tuple</span><a href="#makeShapeTuple" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -637,7 +637,7 @@ a value to parent scope.</p>
<h4 class="tsd-returns-title">Returns <a href="TVMObject.html" class="tsd-signature-type tsd-kind-class">TVMObject</a></h4><p>The created shape tuple.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1862">runtime.ts:1862</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1862">runtime.ts:1862</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="makeString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>make<wbr/>String</span><a href="#makeString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -655,7 +655,7 @@ a value to parent scope.</p>
<h4 class="tsd-returns-title">Returns <a href="_internal_.TVMString.html" class="tsd-signature-type tsd-kind-class">TVMString</a></h4><p>The result TVMString.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1853">runtime.ts:1853</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1853">runtime.ts:1853</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="makeTVMArray" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>makeTVMArray</span><a href="#makeTVMArray" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -675,7 +675,7 @@ and needs to b explicitly disposed.</p>
<h4 class="tsd-returns-title">Returns <a href="TVMArray.html" class="tsd-signature-type tsd-kind-class">TVMArray</a></h4><p>The result array.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1841">runtime.ts:1841</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1841">runtime.ts:1841</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="moveToParentScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>move<wbr/>To<wbr/>Parent<wbr/>Scope</span><a href="#moveToParentScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -700,7 +700,7 @@ alive when exit the current scope.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><p>The input obj.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1208">runtime.ts:1208</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1208">runtime.ts:1208</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="ndarrayCacheClear" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndarray<wbr/>Cache<wbr/>Clear</span><a href="#ndarrayCacheClear" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -710,7 +710,7 @@ alive when exit the current scope.</p>
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1452">runtime.ts:1452</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1452">runtime.ts:1452</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="ndarrayCacheGet" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndarray<wbr/>Cache<wbr/>Get</span><a href="#ndarrayCacheGet" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -728,7 +728,7 @@ alive when exit the current scope.</p>
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>The result.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1425">runtime.ts:1425</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1425">runtime.ts:1425</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="ndarrayCacheRemove" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndarray<wbr/>Cache<wbr/>Remove</span><a href="#ndarrayCacheRemove" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -746,7 +746,7 @@ alive when exit the current scope.</p>
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>The result.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1434">runtime.ts:1434</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1434">runtime.ts:1434</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="ndarrayCacheUpdate" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndarray<wbr/>Cache<wbr/>Update</span><a href="#ndarrayCacheUpdate" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -769,7 +769,7 @@ alive when exit the current scope.</p>
<h5><span class="tsd-kind-parameter">override</span>: <span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> = false</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1443">runtime.ts:1443</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1443">runtime.ts:1443</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerAsyncServerFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Async<wbr/>Server<wbr/>Func</span><a href="#registerAsyncServerFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -796,7 +796,7 @@ alive when exit the current scope.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1920">runtime.ts:1920</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1920">runtime.ts:1920</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Func</span><a href="#registerFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -819,7 +819,7 @@ alive when exit the current scope.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1277">runtime.ts:1277</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1277">runtime.ts:1277</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerInitProgressCallback" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Init<wbr/>Progress<wbr/>Callback</span><a href="#registerInitProgressCallback" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -836,7 +836,7 @@ alive when exit the current scope.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1390">runtime.ts:1390</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1390">runtime.ts:1390</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerObjectConstructor" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Object<wbr/>Constructor</span><a href="#registerObjectConstructor" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -861,7 +861,7 @@ alive when exit the current scope.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1899">runtime.ts:1899</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1899">runtime.ts:1899</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="runtimeStatsText" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>runtime<wbr/>Stats<wbr/>Text</span><a href="#runtimeStatsText" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -871,7 +871,7 @@ alive when exit the current scope.</p>
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1143">runtime.ts:1143</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1143">runtime.ts:1143</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="sampleTopPFromLogits" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sample<wbr/>TopPFrom<wbr/>Logits</span><a href="#sampleTopPFromLogits" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -897,7 +897,7 @@ alive when exit the current scope.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The sampled index.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1749">runtime.ts:1749</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1749">runtime.ts:1749</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="scalar" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>scalar</span><a href="#scalar" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -919,7 +919,7 @@ alive when exit the current scope.</p>
<h4 class="tsd-returns-title">Returns <a href="Scalar.html" class="tsd-signature-type tsd-kind-class">Scalar</a></h4><p>The created scalar.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1639">runtime.ts:1639</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1639">runtime.ts:1639</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="setPackedArguments" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>set<wbr/>Packed<wbr/>Arguments</span><a href="#setPackedArguments" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -949,7 +949,7 @@ Allocate new temporary space from the stack if necessary.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L2145">runtime.ts:2145</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L2145">runtime.ts:2145</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="showImage" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>show<wbr/>Image</span><a href="#showImage" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -966,7 +966,7 @@ Allocate new temporary space from the stack if necessary.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1806">runtime.ts:1806</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1806">runtime.ts:1806</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="systemLib" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>system<wbr/>Lib</span><a href="#systemLib" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -978,7 +978,7 @@ System lib is a global module that contains self register functions in startup.<
<h4 class="tsd-returns-title">Returns <a href="Module.html" class="tsd-signature-type tsd-kind-class">Module</a></h4><p>The system library module.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1231">runtime.ts:1231</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1231">runtime.ts:1231</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toDLDataType" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>toDLData<wbr/>Type</span><a href="#toDLDataType" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -996,7 +996,7 @@ System lib is a global module that contains self register functions in startup.<
<h4 class="tsd-returns-title">Returns <a href="DLDataType.html" class="tsd-signature-type tsd-kind-class">DLDataType</a></h4><p>The converted result.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1593">runtime.ts:1593</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1593">runtime.ts:1593</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toPackedFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>Packed<wbr/>Func</span><a href="#toPackedFunc" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
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@@ -1014,7 +1014,7 @@ System lib is a global module that contains self register functions in startup.<
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<ul>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1356">runtime.ts:1356</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="typeKey2Index" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Key2<wbr/>Index</span><a href="#typeKey2Index" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
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@@ -1032,7 +1032,7 @@ System lib is a global module that contains self register functions in startup.<
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The corresponding type index.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1871">runtime.ts:1871</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1871">runtime.ts:1871</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="uniform" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>uniform</span><a href="#uniform" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
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@@ -1062,7 +1062,7 @@ System lib is a global module that contains self register functions in startup.<
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<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1723">runtime.ts:1723</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1723">runtime.ts:1723</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="webgpu" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>webgpu</span><a href="#webgpu" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1079,7 +1079,7 @@ System lib is a global module that contains self register functions in startup.<
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<h4 class="tsd-returns-title">Returns <a href="DLDevice.html" class="tsd-signature-type tsd-kind-class">DLDevice</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1665">runtime.ts:1665</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1665">runtime.ts:1665</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="withNewScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>with<wbr/>New<wbr/>Scope</span><a href="#withNewScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -1112,7 +1112,7 @@ System lib is a global module that contains self register functions in startup.<
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<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L1179">runtime.ts:1179</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L1179">runtime.ts:1179</a></li></ul></aside></li></ul></section></section></div>
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<div class="page-menu">
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diff --git a/docs/reference/api/typedoc/classes/Module.html b/docs/reference/api/typedoc/classes/Module.html
index 50fb13fbad..17f0cc2723 100644
--- a/docs/reference/api/typedoc/classes/Module.html
+++ b/docs/reference/api/typedoc/classes/Module.html
@@ -27,7 +27,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L689">runtime.ts:689</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L689">runtime.ts:689</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -73,7 +73,7 @@
<h4 class="tsd-returns-title">Returns <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></h4></li></ul></li></ul></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="Module.html" class="tsd-signature-type tsd-kind-class">Module</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L694">runtime.ts:694</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L694">runtime.ts:694</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
@@ -88,7 +88,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L704">runtime.ts:704</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L704">runtime.ts:704</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getFunction" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Function</span><a href="#getFunction" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -110,7 +110,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></h4><p>The result function.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L732">runtime.ts:732</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L732">runtime.ts:732</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -128,7 +128,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The handle.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L719">runtime.ts:719</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L719">runtime.ts:719</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="importModule" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>import<wbr/>Module</span><a href="#importModule" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -145,7 +145,7 @@ only the first call will take effect.</p>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L766">runtime.ts:766</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L766">runtime.ts:766</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
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<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/NDArray.html b/docs/reference/api/typedoc/classes/NDArray.html
index ca465a14e6..07ad47e5c4 100644
--- a/docs/reference/api/typedoc/classes/NDArray.html
+++ b/docs/reference/api/typedoc/classes/NDArray.html
@@ -27,7 +27,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L432">runtime.ts:432</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L432">runtime.ts:432</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -76,7 +76,7 @@
<h5><span class="tsd-kind-parameter">ctx</span>: <a href="_internal_.RuntimeContext.html" class="tsd-signature-type tsd-kind-class">RuntimeContext</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L452">runtime.ts:452</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L452">runtime.ts:452</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="device" class="tsd-anchor"></a>
@@ -85,35 +85,35 @@
<div class="tsd-comment tsd-typography"><p>Device of the array.</p>
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L442">runtime.ts:442</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L442">runtime.ts:442</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="dtype" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dtype</span><a href="#dtype" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">dtype</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
<div class="tsd-comment tsd-typography"><p>Data type of the array.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L438">runtime.ts:438</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L438">runtime.ts:438</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="isView" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>is<wbr/>View</span><a href="#isView" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">is<wbr/>View</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
<div class="tsd-comment tsd-typography"><p>Whether it is a temporary view that can become invalid after the call.</p>
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L444">runtime.ts:444</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L444">runtime.ts:444</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="ndim" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndim</span><a href="#ndim" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">ndim</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<div class="tsd-comment tsd-typography"><p>Number of dimensions.</p>
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L436">runtime.ts:436</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L436">runtime.ts:436</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="shape" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>shape</span><a href="#shape" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">shape</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></div>
<div class="tsd-comment tsd-typography"><p>Shape of the array.</p>
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L440">runtime.ts:440</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L440">runtime.ts:440</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="copyFrom" class="tsd-anchor"></a>
@@ -134,7 +134,7 @@ The number of elements must match.</p>
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>this</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L552">runtime.ts:552</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L552">runtime.ts:552</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="copyFromRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>copy<wbr/>From<wbr/>Raw<wbr/>Bytes</span><a href="#copyFromRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -152,7 +152,7 @@ The number of elements must match.</p>
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>this</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L596">runtime.ts:596</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L596">runtime.ts:596</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -165,7 +165,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L537">runtime.ts:537</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L537">runtime.ts:537</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getDataPtr" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Data<wbr/>Ptr</span><a href="#getDataPtr" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -176,7 +176,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The handle.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L530">runtime.ts:530</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L530">runtime.ts:530</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -194,7 +194,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The handle.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L518">runtime.ts:518</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L518">runtime.ts:518</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toArray" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>Array</span><a href="#toArray" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -206,7 +206,7 @@ the dtype of the NDArray.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Uint8Array</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type ">Int32Array</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type ">Float32Array</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type ">Float64Array</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type ">Int8Array</span></h4><p>The resu [...]
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L662">runtime.ts:662</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L662">runtime.ts:662</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>Raw<wbr/>Bytes</span><a href="#toRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -217,7 +217,7 @@ the dtype of the NDArray.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Uint8Array</span></h4><p>The result array.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L631">runtime.ts:631</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L631">runtime.ts:631</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="view" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>view</span><a href="#view" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -235,7 +235,7 @@ the dtype of the NDArray.</p>
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>The new sliced ndarray.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L507">runtime.ts:507</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L507">runtime.ts:507</a></li></ul></aside></li></ul></section></section></div>
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diff --git a/docs/reference/api/typedoc/classes/RPCServer.html b/docs/reference/api/typedoc/classes/RPCServer.html
index 0a5e6913ee..7917b3aa21 100644
--- a/docs/reference/api/typedoc/classes/RPCServer.html
+++ b/docs/reference/api/typedoc/classes/RPCServer.html
@@ -23,7 +23,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">RPCServer</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L77">rpc_server.ts:77</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L77">rpc_server.ts:77</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -98,7 +98,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4></li></ul></li></ul></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="RPCServer.html" class="tsd-signature-type tsd-kind-class">RPCServer</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L100">rpc_server.ts:100</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L100">rpc_server.ts:100</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="getImports" class="tsd-anchor"></a>
@@ -113,12 +113,12 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">unknown</span><span class="tsd-signature-symbol">></span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L83">rpc_server.ts:83</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L83">rpc_server.ts:83</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="key" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>key</span><a href="#key" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">key</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L79">rpc_server.ts:79</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L79">rpc_server.ts:79</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="logger" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>logger</span><a href="#logger" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">logger</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">msg</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">)</span></div>
@@ -136,22 +136,22 @@
<h5><span class="tsd-kind-parameter">msg</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L82">rpc_server.ts:82</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L82">rpc_server.ts:82</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="socket" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>socket</span><a href="#socket" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">socket</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">WebSocket</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L80">rpc_server.ts:80</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L80">rpc_server.ts:80</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="state" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>state</span><a href="#state" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">state</span><span class="tsd-signature-symbol">:</span> <a href="../enums/_internal_.RPCServerState.html" class="tsd-signature-type tsd-kind-enum">RPCServerState</a><span class="tsd-signature-symbol"> = RPCServerState.InitHeader</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L81">rpc_server.ts:81</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L81">rpc_server.ts:81</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="url" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>url</span><a href="#url" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">url</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L78">rpc_server.ts:78</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L78">rpc_server.ts:78</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
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<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/Scalar.html b/docs/reference/api/typedoc/classes/Scalar.html
index 61c70a326f..2843ccda98 100644
--- a/docs/reference/api/typedoc/classes/Scalar.html
+++ b/docs/reference/api/typedoc/classes/Scalar.html
@@ -24,7 +24,7 @@ argument to PackedFunc calls.</p>
<ul class="tsd-hierarchy">
<li><span class="target">Scalar</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L279">runtime.ts:279</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L279">runtime.ts:279</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -55,7 +55,7 @@ argument to PackedFunc calls.</p>
<h5><span class="tsd-kind-parameter">dtype</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="Scalar.html" class="tsd-signature-type tsd-kind-class">Scalar</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L285">runtime.ts:285</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L285">runtime.ts:285</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="dtype" class="tsd-anchor"></a>
@@ -64,14 +64,14 @@ argument to PackedFunc calls.</p>
<div class="tsd-comment tsd-typography"><p>The data type of the scalar.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L283">runtime.ts:283</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L283">runtime.ts:283</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="value" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>value</span><a href="#value" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">value</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<div class="tsd-comment tsd-typography"><p>The value.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L281">runtime.ts:281</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L281">runtime.ts:281</a></li></ul></aside></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/TVMArray.html b/docs/reference/api/typedoc/classes/TVMArray.html
index 85fd927556..7cda370899 100644
--- a/docs/reference/api/typedoc/classes/TVMArray.html
+++ b/docs/reference/api/typedoc/classes/TVMArray.html
@@ -25,7 +25,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">TVMArray</span></li></ul></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L863">runtime.ts:863</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L863">runtime.ts:863</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -63,7 +63,7 @@
<h4 class="tsd-returns-title">Returns <a href="TVMArray.html" class="tsd-signature-type tsd-kind-class">TVMArray</a></h4><aside class="tsd-sources">
<p>Overrides <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#constructor">constructor</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L864">runtime.ts:864</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L864">runtime.ts:864</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="dispose" class="tsd-anchor"></a>
@@ -78,7 +78,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L794">runtime.ts:794</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L794">runtime.ts:794</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="get" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get</span><a href="#get" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -96,7 +96,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <a href="../types/_internal_.TVMObjectBase.html" class="tsd-signature-type tsd-kind-type-alias">TVMObjectBase</a></h4><p>The element.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L883">runtime.ts:883</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L883">runtime.ts:883</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-is-inherited">
@@ -115,7 +115,7 @@ only the first call will take effect.</p>
<aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#getHandle">getHandle</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L809">runtime.ts:809</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L809">runtime.ts:809</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="size" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>size</span><a href="#size" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -125,7 +125,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>the size of the array.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L875">runtime.ts:875</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L875">runtime.ts:875</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="typeIndex" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Index</span><a href="#typeIndex" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-is-inherited">
@@ -136,7 +136,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#typeIndex">typeIndex</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L817">runtime.ts:817</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L817">runtime.ts:817</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="typeKey" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Key</span><a href="#typeKey" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-is-inherited">
@@ -147,7 +147,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#typeKey">typeKey</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L837">runtime.ts:837</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L837">runtime.ts:837</a></li></ul></aside></li></ul></section></section></div>
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diff --git a/docs/reference/api/typedoc/classes/TVMObject.html b/docs/reference/api/typedoc/classes/TVMObject.html
index 2d25bee806..8ca2c2a6d9 100644
--- a/docs/reference/api/typedoc/classes/TVMObject.html
+++ b/docs/reference/api/typedoc/classes/TVMObject.html
@@ -30,7 +30,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L779">runtime.ts:779</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L779">runtime.ts:779</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -65,7 +65,7 @@
<h5><span class="tsd-kind-parameter">ctx</span>: <a href="_internal_.RuntimeContext.html" class="tsd-signature-type tsd-kind-class">RuntimeContext</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="TVMObject.html" class="tsd-signature-type tsd-kind-class">TVMObject</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L784">runtime.ts:784</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L784">runtime.ts:784</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
@@ -80,7 +80,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L794">runtime.ts:794</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L794">runtime.ts:794</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -98,7 +98,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The handle.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L809">runtime.ts:809</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L809">runtime.ts:809</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="typeIndex" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Index</span><a href="#typeIndex" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -108,7 +108,7 @@ only the first call will take effect.</p>
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L817">runtime.ts:817</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L817">runtime.ts:817</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="typeKey" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Key</span><a href="#typeKey" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -118,7 +118,7 @@ only the first call will take effect.</p>
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L837">runtime.ts:837</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L837">runtime.ts:837</a></li></ul></aside></li></ul></section></section></div>
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<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/VirtualMachine.html b/docs/reference/api/typedoc/classes/VirtualMachine.html
index e3a2fefb72..fbc9644cf1 100644
--- a/docs/reference/api/typedoc/classes/VirtualMachine.html
+++ b/docs/reference/api/typedoc/classes/VirtualMachine.html
@@ -30,7 +30,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L918">runtime.ts:918</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L918">runtime.ts:918</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -68,7 +68,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="VirtualMachine.html" class="tsd-signature-type tsd-kind-class">VirtualMachine</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L925">runtime.ts:925</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L925">runtime.ts:925</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
@@ -83,7 +83,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L938">runtime.ts:938</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L938">runtime.ts:938</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getFunction" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Function</span><a href="#getFunction" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -101,7 +101,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></h4><p>The result function.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L946">runtime.ts:946</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L946">runtime.ts:946</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getInternalModule" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Internal<wbr/>Module</span><a href="#getInternalModule" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -111,7 +111,7 @@ only the first call will take effect.</p>
</div>
<h4 class="tsd-returns-title">Returns <a href="Module.html" class="tsd-signature-type tsd-kind-class">Module</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L953">runtime.ts:953</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L953">runtime.ts:953</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.CachedCallStack.html b/docs/reference/api/typedoc/classes/_internal_.CachedCallStack.html
index c632f4693a..f6181cee10 100644
--- a/docs/reference/api/typedoc/classes/_internal_.CachedCallStack.html
+++ b/docs/reference/api/typedoc/classes/_internal_.CachedCallStack.html
@@ -36,7 +36,7 @@ can still call into storeXX</li>
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L206">memory.ts:206</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L206">memory.ts:206</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -86,7 +86,7 @@ can still call into storeXX</li>
<h5><span class="tsd-kind-parameter">freeSpace</span>: <a href="../types/_internal_.FTVMWasmFreeSpace.html" class="tsd-signature-type tsd-kind-type-alias">FTVMWasmFreeSpace</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.CachedCallStack.html" class="tsd-signature-type tsd-kind-class">CachedCallStack</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L225">memory.ts:225</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L225">memory.ts:225</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="tempArgs" class="tsd-anchor"></a>
@@ -95,7 +95,7 @@ can still call into storeXX</li>
<div class="tsd-comment tsd-typography"><p>List of temporay arguments that can be disposed during reset.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L208">memory.ts:208</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L208">memory.ts:208</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="allocPtrArray" class="tsd-anchor"></a>
@@ -115,7 +115,7 @@ can still call into storeXX</li>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The allocated pointer array.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L312">memory.ts:312</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L312">memory.ts:312</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="allocRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>alloc<wbr/>Raw<wbr/>Bytes</span><a href="#allocRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -134,7 +134,7 @@ can still call into storeXX</li>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L284">memory.ts:284</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L284">memory.ts:284</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="allocThenSetArgBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>alloc<wbr/>Then<wbr/>Set<wbr/>Arg<wbr/>Bytes</span><a href="#allocThenSetArgBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -156,7 +156,7 @@ Allocate new temporary space for bytes.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L389">memory.ts:389</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L389">memory.ts:389</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="allocThenSetArgString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>alloc<wbr/>Then<wbr/>Set<wbr/>Arg<wbr/>String</span><a href="#allocThenSetArgString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -180,7 +180,7 @@ and will be filled when we commit the data.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L377">memory.ts:377</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L377">memory.ts:377</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="commitToWasmMemory" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>commit<wbr/>To<wbr/>Wasm<wbr/>Memory</span><a href="#commitToWasmMemory" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -199,7 +199,7 @@ No further store function should be called.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L267">memory.ts:267</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L267">memory.ts:267</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -212,7 +212,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L243">memory.ts:243</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L243">memory.ts:243</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="ptrFromOffset" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ptr<wbr/>From<wbr/>Offset</span><a href="#ptrFromOffset" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -230,7 +230,7 @@ Note that the returned value becomes obsolete if alloc is called on the stack.</
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L321">memory.ts:321</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L321">memory.ts:321</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="reset" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>reset</span><a href="#reset" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -240,7 +240,7 @@ Note that the returned value becomes obsolete if alloc is called on the stack.</
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L252">memory.ts:252</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L252">memory.ts:252</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeF64" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>F64</span><a href="#storeF64" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -255,7 +255,7 @@ Note that the returned value becomes obsolete if alloc is called on the stack.</
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L360">memory.ts:360</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L360">memory.ts:360</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeI32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>I32</span><a href="#storeI32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -270,7 +270,7 @@ Note that the returned value becomes obsolete if alloc is called on the stack.</
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L342">memory.ts:342</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L342">memory.ts:342</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeI64" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>I64</span><a href="#storeI64" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -285,7 +285,7 @@ Note that the returned value becomes obsolete if alloc is called on the stack.</
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L350">memory.ts:350</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L350">memory.ts:350</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storePtr" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>Ptr</span><a href="#storePtr" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -300,7 +300,7 @@ Note that the returned value becomes obsolete if alloc is called on the stack.</
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L326">memory.ts:326</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L326">memory.ts:326</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>Raw<wbr/>Bytes</span><a href="#storeRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -315,7 +315,7 @@ Note that the returned value becomes obsolete if alloc is called on the stack.</
<h5><span class="tsd-kind-parameter">bytes</span>: <span class="tsd-signature-type ">Uint8Array</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L364">memory.ts:364</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L364">memory.ts:364</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeU32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>U32</span><a href="#storeU32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -330,7 +330,7 @@ Note that the returned value becomes obsolete if alloc is called on the stack.</
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L346">memory.ts:346</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L346">memory.ts:346</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeUSize" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>storeUSize</span><a href="#storeUSize" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -345,7 +345,7 @@ Note that the returned value becomes obsolete if alloc is called on the stack.</
<h5><span class="tsd-kind-parameter">value</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L334">memory.ts:334</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L334">memory.ts:334</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.CanvasRenderManager.html b/docs/reference/api/typedoc/classes/_internal_.CanvasRenderManager.html
index cac7269d18..4bf8b2c187 100644
--- a/docs/reference/api/typedoc/classes/_internal_.CanvasRenderManager.html
+++ b/docs/reference/api/typedoc/classes/_internal_.CanvasRenderManager.html
@@ -29,7 +29,7 @@ which needs to be explicitly disposed.</p>
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L158">webgpu.ts:158</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L158">webgpu.ts:158</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -61,7 +61,7 @@ which needs to be explicitly disposed.</p>
<h5><span class="tsd-kind-parameter">canvas</span>: <span class="tsd-signature-type ">HTMLCanvasElement</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.CanvasRenderManager.html" class="tsd-signature-type tsd-kind-class">CanvasRenderManager</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L167">webgpu.ts:167</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L167">webgpu.ts:167</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="clear" class="tsd-anchor"></a>
@@ -71,7 +71,7 @@ which needs to be explicitly disposed.</p>
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L241">webgpu.ts:241</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L241">webgpu.ts:241</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -84,7 +84,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L317">webgpu.ts:317</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L317">webgpu.ts:317</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="draw" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>draw</span><a href="#draw" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -101,7 +101,7 @@ only the first call will take effect.</p>
<h5><span class="tsd-kind-parameter">width</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L267">webgpu.ts:267</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L267">webgpu.ts:267</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.Environment.html b/docs/reference/api/typedoc/classes/_internal_.Environment.html
index ed2d5b6655..5a799a5ca6 100644
--- a/docs/reference/api/typedoc/classes/_internal_.Environment.html
+++ b/docs/reference/api/typedoc/classes/_internal_.Environment.html
@@ -28,7 +28,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/LibraryProvider.html" class="tsd-signature-type tsd-kind-interface">LibraryProvider</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/environment.ts#L68">environment.ts:68</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/environment.ts#L68">environment.ts:68</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -76,7 +76,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.Environment.html" class="tsd-signature-type tsd-kind-class">Environment</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/environment.ts#L88">environment.ts:88</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/environment.ts#L88">environment.ts:88</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="imports" class="tsd-anchor"></a>
@@ -86,7 +86,7 @@
</div><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/LibraryProvider.html">LibraryProvider</a>.<a href="../interfaces/LibraryProvider.html#imports">imports</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/environment.ts#L70">environment.ts:70</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/environment.ts#L70">environment.ts:70</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="logger" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>logger</span><a href="#logger" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">logger</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">msg</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">)</span></div>
@@ -104,7 +104,7 @@
<h5><span class="tsd-kind-parameter">msg</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/environment.ts#L69">environment.ts:69</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/environment.ts#L69">environment.ts:69</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="packedCFuncTable" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>packedCFunc<wbr/>Table</span><a href="#packedCFuncTable" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">packedCFunc<wbr/>Table</span><span class="tsd-signature-symbol">:</span> <a href="../types/_internal_.FTVMWasmPackedCFunc.html" class="tsd-signature-type tsd-kind-type-alias">FTVMWasmPackedCFunc</a><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> = ...</span></div>
@@ -114,14 +114,14 @@ can call via TVMWasmPackedCFunc.</p>
of functions that do not maps to the address space.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/environment.ts#L78">environment.ts:78</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/environment.ts#L78">environment.ts:78</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="packedCFuncTableFreeId" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>packedCFunc<wbr/>Table<wbr/>Free<wbr/>Id</span><a href="#packedCFuncTableFreeId" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">packedCFunc<wbr/>Table<wbr/>Free<wbr/>Id</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> = []</span></div>
<div class="tsd-comment tsd-typography"><p>Free table index that can be recycled.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/environment.ts#L84">environment.ts:84</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/environment.ts#L84">environment.ts:84</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="start" class="tsd-anchor"></a>
@@ -139,7 +139,7 @@ of functions that do not maps to the address space.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/LibraryProvider.html">LibraryProvider</a>.<a href="../interfaces/LibraryProvider.html#start">start</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/environment.ts#L105">environment.ts:105</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/environment.ts#L105">environment.ts:105</a></li></ul></aside></li></ul></section></section></div>
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<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.FFILibrary.html b/docs/reference/api/typedoc/classes/_internal_.FFILibrary.html
index 63e896b3ee..40babdb4a5 100644
--- a/docs/reference/api/typedoc/classes/_internal_.FFILibrary.html
+++ b/docs/reference/api/typedoc/classes/_internal_.FFILibrary.html
@@ -28,7 +28,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L43">runtime.ts:43</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L43">runtime.ts:43</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -69,29 +69,29 @@
<h5><span class="tsd-kind-parameter">imports</span>: <span class="tsd-signature-type ">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">></span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.FFILibrary.html" class="tsd-signature-type tsd-kind-class">FFILibrary</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L51">runtime.ts:51</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L51">runtime.ts:51</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="exports" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>exports</span><a href="#exports" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">exports</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">Record</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type ">Function</span><span class="tsd-signature-symbol">></span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L46">runtime.ts:46</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L46">runtime.ts:46</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="memory" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>memory</span><a href="#memory" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">memory</span><span class="tsd-signature-symbol">:</span> <a href="_internal_.Memory.html" class="tsd-signature-type tsd-kind-class">Memory</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L45">runtime.ts:45</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L45">runtime.ts:45</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="wasm32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>wasm32</span><a href="#wasm32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">wasm32</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L44">runtime.ts:44</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L44">runtime.ts:44</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="webGPUContext" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagOptional">Optional</code> <span>webGPUContext</span><a href="#webGPUContext" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">webGPUContext</span><span class="tsd-signature-symbol">?:</span> <a href="_internal_.WebGPUContext.html" class="tsd-signature-type tsd-kind-class">WebGPUContext</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L47">runtime.ts:47</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L47">runtime.ts:47</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="checkCall" class="tsd-anchor"></a>
@@ -106,7 +106,7 @@
<h5><span class="tsd-kind-parameter">code</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L77">runtime.ts:77</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L77">runtime.ts:77</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -119,7 +119,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L66">runtime.ts:66</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L66">runtime.ts:66</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getOrAllocCallStack" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Or<wbr/>Alloc<wbr/>Call<wbr/>Stack</span><a href="#getOrAllocCallStack" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -127,7 +127,7 @@ only the first call will take effect.</p>
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <a href="_internal_.CachedCallStack.html" class="tsd-signature-type tsd-kind-class">CachedCallStack</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L86">runtime.ts:86</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L86">runtime.ts:86</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="recycleCallStack" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>recycle<wbr/>Call<wbr/>Stack</span><a href="#recycleCallStack" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -140,7 +140,7 @@ only the first call will take effect.</p>
<h5><span class="tsd-kind-parameter">callstack</span>: <a href="_internal_.CachedCallStack.html" class="tsd-signature-type tsd-kind-class">CachedCallStack</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L97">runtime.ts:97</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L97">runtime.ts:97</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="sizeofPtr" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sizeof<wbr/>Ptr</span><a href="#sizeofPtr" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -148,7 +148,7 @@ only the first call will take effect.</p>
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L73">runtime.ts:73</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L73">runtime.ts:73</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.Memory.html b/docs/reference/api/typedoc/classes/_internal_.Memory.html
index 5a2c06c248..326ad20725 100644
--- a/docs/reference/api/typedoc/classes/_internal_.Memory.html
+++ b/docs/reference/api/typedoc/classes/_internal_.Memory.html
@@ -24,7 +24,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">Memory</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L31">memory.ts:31</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L31">memory.ts:31</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -70,19 +70,19 @@
<h5><span class="tsd-kind-parameter">memory</span>: <span class="tsd-signature-type ">Memory</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.Memory.html" class="tsd-signature-type tsd-kind-class">Memory</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L42">memory.ts:42</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L42">memory.ts:42</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="memory" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>memory</span><a href="#memory" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">memory</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">Memory</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L32">memory.ts:32</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L32">memory.ts:32</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="wasm32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>wasm32</span><a href="#wasm32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">wasm32</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> = true</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L33">memory.ts:33</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L33">memory.ts:33</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="loadCString" class="tsd-anchor"></a>
@@ -101,7 +101,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L154">memory.ts:154</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L154">memory.ts:154</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadF32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>F32</span><a href="#loadF32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -114,7 +114,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L90">memory.ts:90</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L90">memory.ts:90</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadF64" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>F64</span><a href="#loadF64" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -127,7 +127,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L97">memory.ts:97</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L97">memory.ts:97</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadI32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>I32</span><a href="#loadI32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -140,7 +140,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L74">memory.ts:74</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L74">memory.ts:74</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadI64" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>I64</span><a href="#loadI64" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -153,7 +153,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L81">memory.ts:81</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L81">memory.ts:81</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadPointer" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>Pointer</span><a href="#loadPointer" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -166,7 +166,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L104">memory.ts:104</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L104">memory.ts:104</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>Raw<wbr/>Bytes</span><a href="#loadRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -187,7 +187,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Uint8Array</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L132">memory.ts:132</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L132">memory.ts:132</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadTVMBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>loadTVMBytes</span><a href="#loadTVMBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -204,7 +204,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Uint8Array</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L145">memory.ts:145</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L145">memory.ts:145</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadU16" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>U16</span><a href="#loadU16" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -217,7 +217,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L60">memory.ts:60</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L60">memory.ts:60</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadU32" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>U32</span><a href="#loadU32" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -230,7 +230,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L67">memory.ts:67</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L67">memory.ts:67</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadU8" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>load<wbr/>U8</span><a href="#loadU8" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -243,7 +243,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L53">memory.ts:53</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L53">memory.ts:53</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="loadUSize" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>loadUSize</span><a href="#loadUSize" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -256,7 +256,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L114">memory.ts:114</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L114">memory.ts:114</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="sizeofPtr" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sizeof<wbr/>Ptr</span><a href="#sizeofPtr" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -264,7 +264,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L124">memory.ts:124</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L124">memory.ts:124</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="storeRawBytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>store<wbr/>Raw<wbr/>Bytes</span><a href="#storeRawBytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -285,7 +285,7 @@
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/memory.ts#L175">memory.ts:175</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/memory.ts#L175">memory.ts:175</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.PackedFuncCell.html b/docs/reference/api/typedoc/classes/_internal_.PackedFuncCell.html
index e81f0ef208..a4c7c6dc46 100644
--- a/docs/reference/api/typedoc/classes/_internal_.PackedFuncCell.html
+++ b/docs/reference/api/typedoc/classes/_internal_.PackedFuncCell.html
@@ -28,7 +28,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L294">runtime.ts:294</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L294">runtime.ts:294</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -59,7 +59,7 @@
<h5><span class="tsd-kind-parameter">lib</span>: <a href="_internal_.FFILibrary.html" class="tsd-signature-type tsd-kind-class">FFILibrary</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.PackedFuncCell.html" class="tsd-signature-type tsd-kind-class">PackedFuncCell</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L298">runtime.ts:298</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L298">runtime.ts:298</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
@@ -74,7 +74,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L303">runtime.ts:303</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L303">runtime.ts:303</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -87,7 +87,7 @@ only the first call will take effect.</p>
<h5><span class="tsd-kind-parameter">requireNotNull</span>: <span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> = true</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L312">runtime.ts:312</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L312">runtime.ts:312</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.RuntimeContext.html b/docs/reference/api/typedoc/classes/_internal_.RuntimeContext.html
index 3c4ea097de..bc1fd2646c 100644
--- a/docs/reference/api/typedoc/classes/_internal_.RuntimeContext.html
+++ b/docs/reference/api/typedoc/classes/_internal_.RuntimeContext.html
@@ -28,7 +28,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/Disposable.html" class="tsd-signature-type tsd-kind-interface">Disposable</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L143">runtime.ts:143</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L143">runtime.ts:143</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -94,104 +94,104 @@
<h4 class="tsd-returns-title">Returns <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></h4></li></ul></li></ul></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.RuntimeContext.html" class="tsd-signature-type tsd-kind-class">RuntimeContext</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L166">runtime.ts:166</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L166">runtime.ts:166</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="applyPresenceAndFrequencyPenalty" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>apply<wbr/>Presence<wbr/>And<wbr/>Frequency<wbr/>Penalty</span><a href="#applyPresenceAndFrequencyPenalty" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">apply<wbr/>Presence<wbr/>And<wbr/>Frequency<wbr/>Penalty</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L161">runtime.ts:161</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L161">runtime.ts:161</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="applyRepetitionPenalty" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>apply<wbr/>Repetition<wbr/>Penalty</span><a href="#applyRepetitionPenalty" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">apply<wbr/>Repetition<wbr/>Penalty</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L160">runtime.ts:160</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L160">runtime.ts:160</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="applySoftmaxWithTemperature" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>apply<wbr/>Softmax<wbr/>With<wbr/>Temperature</span><a href="#applySoftmaxWithTemperature" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">apply<wbr/>Softmax<wbr/>With<wbr/>Temperature</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L162">runtime.ts:162</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L162">runtime.ts:162</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayCacheClear" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Cache<wbr/>Clear</span><a href="#arrayCacheClear" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Cache<wbr/>Clear</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L153">runtime.ts:153</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L153">runtime.ts:153</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayCacheGet" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Cache<wbr/>Get</span><a href="#arrayCacheGet" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Cache<wbr/>Get</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L150">runtime.ts:150</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L150">runtime.ts:150</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayCacheRemove" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Cache<wbr/>Remove</span><a href="#arrayCacheRemove" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Cache<wbr/>Remove</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L152">runtime.ts:152</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L152">runtime.ts:152</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayCacheUpdate" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Cache<wbr/>Update</span><a href="#arrayCacheUpdate" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Cache<wbr/>Update</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L151">runtime.ts:151</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L151">runtime.ts:151</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayDecodeStorage" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Decode<wbr/>Storage</span><a href="#arrayDecodeStorage" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Decode<wbr/>Storage</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L154">runtime.ts:154</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L154">runtime.ts:154</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayGetItem" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Get<wbr/>Item</span><a href="#arrayGetItem" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Get<wbr/>Item</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L144">runtime.ts:144</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L144">runtime.ts:144</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayGetSize" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Get<wbr/>Size</span><a href="#arrayGetSize" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Get<wbr/>Size</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L145">runtime.ts:145</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L145">runtime.ts:145</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayMake" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Make</span><a href="#arrayMake" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">array<wbr/>Make</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L146">runtime.ts:146</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L146">runtime.ts:146</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="getFFIString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>getFFIString</span><a href="#getFFIString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">getFFIString</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L148">runtime.ts:148</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L148">runtime.ts:148</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="getSysLib" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Sys<wbr/>Lib</span><a href="#getSysLib" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">get<wbr/>Sys<wbr/>Lib</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L149">runtime.ts:149</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L149">runtime.ts:149</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="makeShapeTuple" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>make<wbr/>Shape<wbr/>Tuple</span><a href="#makeShapeTuple" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">make<wbr/>Shape<wbr/>Tuple</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L157">runtime.ts:157</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L157">runtime.ts:157</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="ndarrayCreateView" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndarray<wbr/>Create<wbr/>View</span><a href="#ndarrayCreateView" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">ndarray<wbr/>Create<wbr/>View</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L158">runtime.ts:158</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L158">runtime.ts:158</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="paramModuleFromCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>param<wbr/>Module<wbr/>From<wbr/>Cache</span><a href="#paramModuleFromCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">param<wbr/>Module<wbr/>From<wbr/>Cache</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L155">runtime.ts:155</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L155">runtime.ts:155</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="paramModuleFromCacheByName" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>param<wbr/>Module<wbr/>From<wbr/>Cache<wbr/>By<wbr/>Name</span><a href="#paramModuleFromCacheByName" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">param<wbr/>Module<wbr/>From<wbr/>Cache<wbr/>By<wbr/>Name</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L156">runtime.ts:156</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L156">runtime.ts:156</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="sampleTopPFromLogits" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sample<wbr/>TopPFrom<wbr/>Logits</span><a href="#sampleTopPFromLogits" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">sample<wbr/>TopPFrom<wbr/>Logits</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L159">runtime.ts:159</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L159">runtime.ts:159</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="stringMake" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>string<wbr/>Make</span><a href="#stringMake" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">string<wbr/>Make</span><span class="tsd-signature-symbol">:</span> <a href="../types/PackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">PackedFunc</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L147">runtime.ts:147</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L147">runtime.ts:147</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="attachToCurrentScope" class="tsd-anchor"></a>
@@ -219,7 +219,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><p>the same object.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L237">runtime.ts:237</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L237">runtime.ts:237</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="beginScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>begin<wbr/>Scope</span><a href="#beginScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -227,7 +227,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L211">runtime.ts:211</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L211">runtime.ts:211</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="detachFromCurrentScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>detach<wbr/>From<wbr/>Current<wbr/>Scope</span><a href="#detachFromCurrentScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -245,7 +245,7 @@
<h5><span class="tsd-kind-parameter">obj</span>: <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L256">runtime.ts:256</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L256">runtime.ts:256</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -258,7 +258,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/Disposable.html">Disposable</a>.<a href="../interfaces/Disposable.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L188">runtime.ts:188</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L188">runtime.ts:188</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="endScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>end<wbr/>Scope</span><a href="#endScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -266,7 +266,7 @@ only the first call will take effect.</p>
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L215">runtime.ts:215</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L215">runtime.ts:215</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="moveToParentScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>move<wbr/>To<wbr/>Parent<wbr/>Scope</span><a href="#moveToParentScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -284,7 +284,7 @@ only the first call will take effect.</p>
<h5><span class="tsd-kind-parameter">obj</span>: <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L246">runtime.ts:246</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L246">runtime.ts:246</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.TVMString.html b/docs/reference/api/typedoc/classes/_internal_.TVMString.html
index bf6fe18d62..0362438034 100644
--- a/docs/reference/api/typedoc/classes/_internal_.TVMString.html
+++ b/docs/reference/api/typedoc/classes/_internal_.TVMString.html
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<ul class="tsd-hierarchy">
<li><span class="target">TVMString</span></li></ul></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L889">runtime.ts:889</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L889">runtime.ts:889</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -63,7 +63,7 @@
<h4 class="tsd-returns-title">Returns <a href="_internal_.TVMString.html" class="tsd-signature-type tsd-kind-class">TVMString</a></h4><aside class="tsd-sources">
<p>Overrides <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#constructor">constructor</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L890">runtime.ts:890</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L890">runtime.ts:890</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="dispose" class="tsd-anchor"></a>
@@ -78,7 +78,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#dispose">dispose</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L794">runtime.ts:794</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L794">runtime.ts:794</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="getHandle" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Handle</span><a href="#getHandle" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-is-inherited">
@@ -97,7 +97,7 @@ only the first call will take effect.</p>
<aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#getHandle">getHandle</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L809">runtime.ts:809</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L809">runtime.ts:809</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>String</span><a href="#toString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -107,7 +107,7 @@ only the first call will take effect.</p>
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L901">runtime.ts:901</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L901">runtime.ts:901</a></li></ul></aside></li></ul></section>
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<h3 class="tsd-anchor-link"><span>type<wbr/>Index</span><a href="#typeIndex" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
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@@ -118,7 +118,7 @@ only the first call will take effect.</p>
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<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#typeIndex">typeIndex</a></p>
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L817">runtime.ts:817</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L817">runtime.ts:817</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member tsd-is-inherited"><a id="typeKey" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>type<wbr/>Key</span><a href="#typeKey" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures tsd-is-inherited">
@@ -129,7 +129,7 @@ only the first call will take effect.</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<p>Inherited from <a href="TVMObject.html">TVMObject</a>.<a href="TVMObject.html#typeKey">typeKey</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L837">runtime.ts:837</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L837">runtime.ts:837</a></li></ul></aside></li></ul></section></section></div>
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<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/classes/_internal_.WebGPUContext.html b/docs/reference/api/typedoc/classes/_internal_.WebGPUContext.html
index 412055c1dd..b799cfe3d8 100644
--- a/docs/reference/api/typedoc/classes/_internal_.WebGPUContext.html
+++ b/docs/reference/api/typedoc/classes/_internal_.WebGPUContext.html
@@ -25,7 +25,7 @@ Manages all the webgpu resources here.</p>
<ul class="tsd-hierarchy">
<li><span class="target">WebGPUContext</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L335">webgpu.ts:335</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L335">webgpu.ts:335</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -69,19 +69,19 @@ Manages all the webgpu resources here.</p>
<h5><span class="tsd-kind-parameter">device</span>: <span class="tsd-signature-type ">GPUDevice</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.WebGPUContext.html" class="tsd-signature-type tsd-kind-class">WebGPUContext</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L360">webgpu.ts:360</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L360">webgpu.ts:360</a></li></ul></aside></li></ul></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Properties</h2>
<section class="tsd-panel tsd-member"><a id="device" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>device</span><a href="#device" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">device</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type ">GPUDevice</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L336">webgpu.ts:336</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L336">webgpu.ts:336</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="memory" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>memory</span><a href="#memory" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">memory</span><span class="tsd-signature-symbol">:</span> <a href="_internal_.Memory.html" class="tsd-signature-type tsd-kind-class">Memory</a></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L337">webgpu.ts:337</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L337">webgpu.ts:337</a></li></ul></aside></section></section>
<section class="tsd-panel-group tsd-member-group">
<h2>Methods</h2>
<section class="tsd-panel tsd-member"><a id="bindCanvas" class="tsd-anchor"></a>
@@ -100,7 +100,7 @@ Manages all the webgpu resources here.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L444">webgpu.ts:444</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L444">webgpu.ts:444</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="clearCanvas" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>clear<wbr/>Canvas</span><a href="#clearCanvas" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -110,7 +110,7 @@ Manages all the webgpu resources here.</p>
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L436">webgpu.ts:436</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L436">webgpu.ts:436</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="copyRawBytesToBuffer" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>copy<wbr/>Raw<wbr/>Bytes<wbr/>To<wbr/>Buffer</span><a href="#copyRawBytesToBuffer" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -139,7 +139,7 @@ Manages all the webgpu resources here.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L418">webgpu.ts:418</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L418">webgpu.ts:418</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="createShader" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>create<wbr/>Shader</span><a href="#createShader" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -160,7 +160,7 @@ via createComputePipeline</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Function</span></h4><p>The shader</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L456">webgpu.ts:456</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L456">webgpu.ts:456</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="createShaderAsync" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>create<wbr/>Shader<wbr/>Async</span><a href="#createShaderAsync" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -181,7 +181,7 @@ via createComputePipelineAsync</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type ">Function</span><span class="tsd-signature-symbol">></span></h4><p>The shader</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L468">webgpu.ts:468</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L468">webgpu.ts:468</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dispose</span><a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -191,7 +191,7 @@ via createComputePipelineAsync</p>
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L368">webgpu.ts:368</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L368">webgpu.ts:368</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="drawImageFromBuffer" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>draw<wbr/>Image<wbr/>From<wbr/>Buffer</span><a href="#drawImageFromBuffer" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -216,7 +216,7 @@ via createComputePipelineAsync</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L403">webgpu.ts:403</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L403">webgpu.ts:403</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getDeviceAPI" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>DeviceAPI</span><a href="#getDeviceAPI" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -232,7 +232,7 @@ via createComputePipelineAsync</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Function</span></h4><p>The corresponding device api.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L724">webgpu.ts:724</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L724">webgpu.ts:724</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="runtimeStatsText" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>runtime<wbr/>Stats<wbr/>Text</span><a href="#runtimeStatsText" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -242,7 +242,7 @@ via createComputePipelineAsync</p>
</div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L390">webgpu.ts:390</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L390">webgpu.ts:390</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="sync" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sync</span><a href="#sync" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -252,7 +252,7 @@ via createComputePipelineAsync</p>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type ">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L383">webgpu.ts:383</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L383">webgpu.ts:383</a></li></ul></aside></li></ul></section></section></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html b/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html
index 507cfcaf66..4bafef6f89 100644
--- a/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html
+++ b/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html
@@ -17,7 +17,7 @@
<li><a href="_internal_.RPCServerState.html">RPCServerState</a></li></ul>
<h1>Enumeration RPCServerState</h1></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L27">rpc_server.ts:27</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L27">rpc_server.ts:27</a></li></ul></aside>
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<section class="tsd-panel tsd-index-panel">
<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
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<div class="tsd-signature"><span class="tsd-kind-enum-member">Init<wbr/>Header</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">0</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L28">rpc_server.ts:28</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L28">rpc_server.ts:28</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="InitHeaderKey" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>Init<wbr/>Header<wbr/>Key</span><a href="#InitHeaderKey" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-enum-member">Init<wbr/>Header<wbr/>Key</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">1</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L29">rpc_server.ts:29</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L29">rpc_server.ts:29</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="InitServer" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>Init<wbr/>Server</span><a href="#InitServer" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-enum-member">Init<wbr/>Server</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">2</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/rpc_server.ts#L30">rpc_server.ts:30</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L30">rpc_server.ts:30</a></li></ul></aside></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L33">rpc_server.ts:33</a></li></ul></aside></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L32">rpc_server.ts:32</a></li></ul></aside></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/rpc_server.ts#L31">rpc_server.ts:31</a></li></ul></aside></section></section></div>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/compact.ts#L55">compact.ts:55</a></li></ul></aside></li></ul></section></div>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L36">webgpu.ts:36</a></li></ul></aside></li></ul></section></div>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L2441">runtime.ts:2441</a></li></ul></aside></li></ul></section></div>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L2427">runtime.ts:2427</a></li></ul></aside></li></ul></section></div>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/support.ts#L62">support.ts:62</a></li></ul></aside></li></ul></section></div>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/types.ts#L52">types.ts:52</a></li></ul></aside></section></section></div>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L28">webgpu.ts:28</a></li></ul></aside></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L29">webgpu.ts:29</a></li></ul></aside></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L30">webgpu.ts:30</a></li></ul></aside></section></section></div>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L982">runtime.ts:982</a></li></ul></aside></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L980">runtime.ts:980</a></li></ul></aside></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L983">runtime.ts:983</a></li></ul></aside></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L981">runtime.ts:981</a></li></ul></aside></section></section></div>
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/types.ts#L34">types.ts:34</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/types.ts#L34">types.ts:34</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="start" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>start</span><a href="#start" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/types.ts#L39">types.ts:39</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/types.ts#L39">types.ts:39</a></li></ul></aside></section></section></div>
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diff --git a/docs/reference/api/typedoc/interfaces/_internal_.FunctionInfo.html b/docs/reference/api/typedoc/interfaces/_internal_.FunctionInfo.html
index 4422fd7000..004978a36d 100644
--- a/docs/reference/api/typedoc/interfaces/_internal_.FunctionInfo.html
+++ b/docs/reference/api/typedoc/interfaces/_internal_.FunctionInfo.html
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<ul class="tsd-hierarchy">
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L325">webgpu.ts:325</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L325">webgpu.ts:325</a></li></ul></aside>
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<h3 class="tsd-anchor-link"><span>arg_<wbr/>types</span><a href="#arg_types" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none" id="icon-anchor-a"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5" id="icon-anchor-b"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0 [...]
<div class="tsd-signature"><span class="tsd-kind-property">arg_<wbr/>types</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L327">webgpu.ts:327</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L327">webgpu.ts:327</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="launch_param_tags" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>launch_<wbr/>param_<wbr/>tags</span><a href="#launch_param_tags" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">launch_<wbr/>param_<wbr/>tags</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/webgpu.ts#L328">webgpu.ts:328</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L328">webgpu.ts:328</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="name" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>name</span><a href="#name" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">name</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/webgpu.ts#L326">webgpu.ts:326</a></li></ul></aside></section></section></div>
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diff --git a/docs/reference/api/typedoc/interfaces/_internal_.NDArrayCacheEntry.html b/docs/reference/api/typedoc/interfaces/_internal_.NDArrayCacheEntry.html
index 120cd57797..930e9d5965 100644
--- a/docs/reference/api/typedoc/interfaces/_internal_.NDArrayCacheEntry.html
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<ul class="tsd-hierarchy">
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L963">runtime.ts:963</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L963">runtime.ts:963</a></li></ul></aside>
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<details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -42,32 +42,32 @@
<h3 class="tsd-anchor-link"><span>byte<wbr/>Offset</span><a href="#byteOffset" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none" id="icon-anchor-a"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5" id="icon-anchor-b"></path><path d="M14 10a3.5 3.5 0 0 0 -5 [...]
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L968">runtime.ts:968</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L968">runtime.ts:968</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="dtype" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>dtype</span><a href="#dtype" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">dtype</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L966">runtime.ts:966</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L966">runtime.ts:966</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="format" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>format</span><a href="#format" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">format</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">"f32-to-bf16"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"raw"</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L967">runtime.ts:967</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L967">runtime.ts:967</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="name" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>name</span><a href="#name" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">name</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L964">runtime.ts:964</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L964">runtime.ts:964</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="nbytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>nbytes</span><a href="#nbytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">nbytes</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L969">runtime.ts:969</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L969">runtime.ts:969</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="shape" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>shape</span><a href="#shape" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">shape</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L965">runtime.ts:965</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L965">runtime.ts:965</a></li></ul></aside></section></section></div>
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<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/interfaces/_internal_.NDArrayShardEntry.html b/docs/reference/api/typedoc/interfaces/_internal_.NDArrayShardEntry.html
index 974c48017a..0bc6de2672 100644
--- a/docs/reference/api/typedoc/interfaces/_internal_.NDArrayShardEntry.html
+++ b/docs/reference/api/typedoc/interfaces/_internal_.NDArrayShardEntry.html
@@ -21,7 +21,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">NDArrayShardEntry</span></li></ul></section><aside class="tsd-sources">
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L972">runtime.ts:972</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L972">runtime.ts:972</a></li></ul></aside>
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<div class="tsd-signature"><span class="tsd-kind-property">data<wbr/>Path</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L973">runtime.ts:973</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L973">runtime.ts:973</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="format" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>format</span><a href="#format" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">format</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">"raw-shard"</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L974">runtime.ts:974</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L974">runtime.ts:974</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="nbytes" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>nbytes</span><a href="#nbytes" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<div class="tsd-signature"><span class="tsd-kind-property">nbytes</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L975">runtime.ts:975</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L975">runtime.ts:975</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="records" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>records</span><a href="#records" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L976">runtime.ts:976</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L976">runtime.ts:976</a></li></ul></aside></section></section></div>
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diff --git a/docs/reference/api/typedoc/types/InitProgressCallback.html b/docs/reference/api/typedoc/types/InitProgressCallback.html
index a63a914d48..1221581dd2 100644
--- a/docs/reference/api/typedoc/types/InitProgressCallback.html
+++ b/docs/reference/api/typedoc/types/InitProgressCallback.html
@@ -30,7 +30,7 @@
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L986">runtime.ts:986</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L986">runtime.ts:986</a></li></ul></aside></div>
<div class="col-sidebar">
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<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/PackedFunc.html b/docs/reference/api/typedoc/types/PackedFunc.html
index e956c97280..72f012f262 100644
--- a/docs/reference/api/typedoc/types/PackedFunc.html
+++ b/docs/reference/api/typedoc/types/PackedFunc.html
@@ -19,7 +19,7 @@
<div class="tsd-comment tsd-typography"><p>Type for PackedFunc inthe TVMRuntime.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L36">runtime.ts:36</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L36">runtime.ts:36</a></li></ul></aside></div>
<div class="col-sidebar">
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diff --git a/docs/reference/api/typedoc/types/_internal_.FObjectConstructor.html b/docs/reference/api/typedoc/types/_internal_.FObjectConstructor.html
index 9cca2f93f9..2386e01dd7 100644
--- a/docs/reference/api/typedoc/types/_internal_.FObjectConstructor.html
+++ b/docs/reference/api/typedoc/types/_internal_.FObjectConstructor.html
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L857">runtime.ts:857</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L857">runtime.ts:857</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.FTVMWasmAllocSpace.html b/docs/reference/api/typedoc/types/_internal_.FTVMWasmAllocSpace.html
index 06081a2e4d..bd8d439840 100644
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+++ b/docs/reference/api/typedoc/types/_internal_.FTVMWasmAllocSpace.html
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/ctypes.ts#L194">ctypes.ts:194</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/ctypes.ts#L194">ctypes.ts:194</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.FTVMWasmFreeSpace.html b/docs/reference/api/typedoc/types/_internal_.FTVMWasmFreeSpace.html
index 9d63d9960f..c1f152dcb4 100644
--- a/docs/reference/api/typedoc/types/_internal_.FTVMWasmFreeSpace.html
+++ b/docs/reference/api/typedoc/types/_internal_.FTVMWasmFreeSpace.html
@@ -33,7 +33,7 @@
<h5><span class="tsd-kind-parameter">ptr</span>: <a href="_internal_.Pointer.html" class="tsd-signature-type tsd-kind-type-alias">Pointer</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/ctypes.ts#L197">ctypes.ts:197</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/ctypes.ts#L197">ctypes.ts:197</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.FTVMWasmPackedCFunc.html b/docs/reference/api/typedoc/types/_internal_.FTVMWasmPackedCFunc.html
index da9fdec891..b4822b17e7 100644
--- a/docs/reference/api/typedoc/types/_internal_.FTVMWasmPackedCFunc.html
+++ b/docs/reference/api/typedoc/types/_internal_.FTVMWasmPackedCFunc.html
@@ -45,7 +45,7 @@
<h5><span class="tsd-kind-parameter">resourceHandle</span>: <a href="_internal_.Pointer.html" class="tsd-signature-type tsd-kind-type-alias">Pointer</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/ctypes.ts#L206">ctypes.ts:206</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/ctypes.ts#L206">ctypes.ts:206</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.Pointer.html b/docs/reference/api/typedoc/types/_internal_.Pointer.html
index 440d3e77da..d4d2346289 100644
--- a/docs/reference/api/typedoc/types/_internal_.Pointer.html
+++ b/docs/reference/api/typedoc/types/_internal_.Pointer.html
@@ -20,7 +20,7 @@
<div class="tsd-comment tsd-typography"><p>A pointer to points to the raw address space.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/ctypes.ts#L25">ctypes.ts:25</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/ctypes.ts#L25">ctypes.ts:25</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/_internal_.TVMObjectBase.html b/docs/reference/api/typedoc/types/_internal_.TVMObjectBase.html
index 94375aa325..d5d544a0f4 100644
--- a/docs/reference/api/typedoc/types/_internal_.TVMObjectBase.html
+++ b/docs/reference/api/typedoc/types/_internal_.TVMObjectBase.html
@@ -20,7 +20,7 @@
<div class="tsd-comment tsd-typography"><p>All possible object types.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/8da3de152/web/src/runtime.ts#L860">runtime.ts:860</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/6a2459f18/web/src/runtime.ts#L860">runtime.ts:860</a></li></ul></aside></div>
<div class="col-sidebar">
<div class="page-menu">
<div class="tsd-navigation settings">
diff --git a/docs/searchindex.js b/docs/searchindex.js
index 563e584d39..7a7c75fdff 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["arch/benchmark","arch/convert_layout","arch/debugger","arch/device_target_interactions","arch/frontend/tensorflow","arch/hybrid_script","arch/index","arch/inferbound","arch/introduction_to_module_serialization","arch/microtvm_design","arch/microtvm_project_api","arch/model_library_format","arch/pass_infra","arch/relay_intro","arch/relay_op_strategy","arch/runtime","arch/runtimes/vulkan","arch/security","arch/virtual_machine","contribute/ci","contribute/code_gu [...]
\ No newline at end of file
+Search.setIndex({docnames:["arch/benchmark","arch/convert_layout","arch/debugger","arch/device_target_interactions","arch/frontend/tensorflow","arch/hybrid_script","arch/index","arch/inferbound","arch/introduction_to_module_serialization","arch/microtvm_design","arch/microtvm_project_api","arch/model_library_format","arch/pass_infra","arch/relay_intro","arch/relay_op_strategy","arch/runtime","arch/runtimes/vulkan","arch/security","arch/virtual_machine","contribute/ci","contribute/code_gu [...]
\ No newline at end of file
diff --git a/docs/topic/vta/tutorials/autotvm/sg_execution_times.html b/docs/topic/vta/tutorials/autotvm/sg_execution_times.html
index a23a6cb09c..b113ebdf23 100644
--- a/docs/topic/vta/tutorials/autotvm/sg_execution_times.html
+++ b/docs/topic/vta/tutorials/autotvm/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-topic-vta-tutorials-autotvm-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:33.602</strong> total execution time for <strong>topic_vta_tutorials_autotvm</strong> files:</p>
+<p><strong>00:33.505</strong> total execution time for <strong>topic_vta_tutorials_autotvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 82%" />
@@ -369,7 +369,7 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_relay_vta.html#sphx-glr-topic-vta-tutorials-autotvm-tune-relay-vta-py"><span class="std std-ref">Auto-tuning a convolutional network on VTA</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_relay_vta.py</span></code>)</p></td>
-<td><p>00:33.594</p></td>
+<td><p>00:33.498</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_alu_vta.html#sphx-glr-topic-vta-tutorials-autotvm-tune-alu-vta-py"><span class="std std-ref">Auto-tuning a ALU fused op on VTA</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_alu_vta.py</span></code>)</p></td>
diff --git a/docs/topic/vta/tutorials/frontend/deploy_classification.html b/docs/topic/vta/tutorials/frontend/deploy_classification.html
index 63338edac0..1c671c8fc3 100644
--- a/docs/topic/vta/tutorials/frontend/deploy_classification.html
+++ b/docs/topic/vta/tutorials/frontend/deploy_classification.html
@@ -603,7 +603,7 @@ and dense layer which will both be executed in fp32 on the CPU.</p></li>
warnings.warn(
/workspace/vta/tutorials/frontend/deploy_classification.py:212: 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.
graph, lib, params = relay.build(
-resnet18_v1 inference graph built in 35.41s!
+resnet18_v1 inference graph built in 35.50s!
</pre></div>
</div>
</div>
diff --git a/docs/topic/vta/tutorials/frontend/deploy_detection.html b/docs/topic/vta/tutorials/frontend/deploy_detection.html
index 6a7e64e862..9fcc5aa3e6 100644
--- a/docs/topic/vta/tutorials/frontend/deploy_detection.html
+++ b/docs/topic/vta/tutorials/frontend/deploy_detection.html
@@ -621,7 +621,7 @@ and dense layer which will both be executed in fp32 on the CPU.</p></li>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/workspace/python/tvm/relay/build_module.py:345: DeprecationWarning: Please use input parameter mod (tvm.IRModule) instead of deprecated parameter mod (tvm.relay.function.Function)
warnings.warn(
-yolov3-tiny inference graph built in 24.22s!
+yolov3-tiny inference graph built in 24.33s!
</pre></div>
</div>
</div>
diff --git a/docs/topic/vta/tutorials/frontend/sg_execution_times.html b/docs/topic/vta/tutorials/frontend/sg_execution_times.html
index 2d1dcf30c7..e8e74354e3 100644
--- a/docs/topic/vta/tutorials/frontend/sg_execution_times.html
+++ b/docs/topic/vta/tutorials/frontend/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-topic-vta-tutorials-frontend-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>01:52.106</strong> total execution time for <strong>topic_vta_tutorials_frontend</strong> files:</p>
+<p><strong>01:52.008</strong> total execution time for <strong>topic_vta_tutorials_frontend</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -369,11 +369,11 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_detection.html#sphx-glr-topic-vta-tutorials-frontend-deploy-detection-py"><span class="std std-ref">Deploy Pretrained Vision Detection Model from Darknet on VTA</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_detection.py</span></code>)</p></td>
-<td><p>00:56.579</p></td>
+<td><p>00:56.424</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_classification.html#sphx-glr-topic-vta-tutorials-frontend-deploy-classification-py"><span class="std std-ref">Deploy Pretrained Vision Model from MxNet on VTA</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_classification.py</span></code>)</p></td>
-<td><p>00:55.527</p></td>
+<td><p>00:55.583</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/topic/vta/tutorials/optimize/sg_execution_times.html b/docs/topic/vta/tutorials/optimize/sg_execution_times.html
index ce695e3604..f477b671a6 100644
--- a/docs/topic/vta/tutorials/optimize/sg_execution_times.html
+++ b/docs/topic/vta/tutorials/optimize/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-topic-vta-tutorials-optimize-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:03.143</strong> total execution time for <strong>topic_vta_tutorials_optimize</strong> files:</p>
+<p><strong>00:03.141</strong> total execution time for <strong>topic_vta_tutorials_optimize</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -369,11 +369,11 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="convolution_opt.html#sphx-glr-topic-vta-tutorials-optimize-convolution-opt-py"><span class="std std-ref">2D Convolution Optimization</span></a> (<code class="docutils literal notranslate"><span class="pre">convolution_opt.py</span></code>)</p></td>
-<td><p>00:02.676</p></td>
+<td><p>00:02.686</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="matrix_multiply_opt.html#sphx-glr-topic-vta-tutorials-optimize-matrix-multiply-opt-py"><span class="std std-ref">Matrix Multiply Blocking</span></a> (<code class="docutils literal notranslate"><span class="pre">matrix_multiply_opt.py</span></code>)</p></td>
-<td><p>00:00.466</p></td>
+<td><p>00:00.455</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/topic/vta/tutorials/sg_execution_times.html b/docs/topic/vta/tutorials/sg_execution_times.html
index 8a35eea036..916136cd2b 100644
--- a/docs/topic/vta/tutorials/sg_execution_times.html
+++ b/docs/topic/vta/tutorials/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-topic-vta-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:00.776</strong> total execution time for <strong>topic_vta_tutorials</strong> files:</p>
+<p><strong>00:00.743</strong> total execution time for <strong>topic_vta_tutorials</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 81%" />
@@ -369,11 +369,11 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="matrix_multiply.html#sphx-glr-topic-vta-tutorials-matrix-multiply-py"><span class="std std-ref">Simple Matrix Multiply</span></a> (<code class="docutils literal notranslate"><span class="pre">matrix_multiply.py</span></code>)</p></td>
-<td><p>00:00.397</p></td>
+<td><p>00:00.382</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="vta_get_started.html#sphx-glr-topic-vta-tutorials-vta-get-started-py"><span class="std std-ref">Get Started with VTA</span></a> (<code class="docutils literal notranslate"><span class="pre">vta_get_started.py</span></code>)</p></td>
-<td><p>00:00.379</p></td>
+<td><p>00:00.361</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/tutorial/auto_scheduler_matmul_x86.html b/docs/tutorial/auto_scheduler_matmul_x86.html
index 07151bda2f..3e780ddb97 100644
--- a/docs/tutorial/auto_scheduler_matmul_x86.html
+++ b/docs/tutorial/auto_scheduler_matmul_x86.html
@@ -512,6 +512,9 @@ trials, we can load the best schedule from the log file and apply it.</p>
<a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">sch</span></a><span class="p">,</span> <a href="../reference/api/python/ir.html#tvm.ir.Array" title="tvm.ir.Array" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">args</span></a> <span class="o">=</span> <a href="../reference/api/pyth [...]
</pre></div>
</div>
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>*E
+</pre></div>
+</div>
</div>
<div class="section" id="inspecting-the-optimized-schedule">
<h2>Inspecting the Optimized Schedule<a class="headerlink" href="#inspecting-the-optimized-schedule" title="Permalink to this headline">¶</a></h2>
@@ -589,7 +592,7 @@ class Module:
<span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time of this operator: 91.959 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time of this operator: 90.606 ms
</pre></div>
</div>
</div>
@@ -661,7 +664,7 @@ automatically optimize a matrix multiplication, without the need to specify a
search template. It ends a series of examples that starts from the Tensor
Expression (TE) language that demonstrates how TVM can optimize computational
operations.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 15.774 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 40.153 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-tutorial-auto-scheduler-matmul-x86-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../_downloads/eac4389b114db015e95cb3cdf8b86b83/auto_scheduler_matmul_x86.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">auto_scheduler_matmul_x86.py</span></code></a></p>
diff --git a/docs/tutorial/autotvm_matmul_x86.html b/docs/tutorial/autotvm_matmul_x86.html
index cfc69779e8..1457a3995b 100644
--- a/docs/tutorial/autotvm_matmul_x86.html
+++ b/docs/tutorial/autotvm_matmul_x86.html
@@ -700,16 +700,16 @@ reduce variance, we take 5 measurements and average them.</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>waiting for device...
device available
Get devices for measurement successfully!
-No: 1 GFLOPS: 12.01/12.01 result: MeasureResult(costs=(0.022349273,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.659130334854126, timestamp=1707251980.6884065) [('tile_y', [-1, 128]), ('tile_x', [-1, 256])],None,87
-No: 2 GFLOPS: 10.84/12.01 result: MeasureResult(costs=(0.0247642228,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7075984477996826, timestamp=1707251981.3369434) [('tile_y', [-1, 8]), ('tile_x', [-1, 64])],None,63
-No: 3 GFLOPS: 9.23/12.01 result: MeasureResult(costs=(0.029086082599999997,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7245602607727051, timestamp=1707251982.0524547) [('tile_y', [-1, 128]), ('tile_x', [-1, 16])],None,47
-No: 4 GFLOPS: 3.79/12.01 result: MeasureResult(costs=(0.0709116536,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.40608811378479, timestamp=1707251983.439668) [('tile_y', [-1, 64]), ('tile_x', [-1, 8])],None,36
-No: 5 GFLOPS: 15.85/15.85 result: MeasureResult(costs=(0.016934177,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5429353713989258, timestamp=1707251984.1079264) [('tile_y', [-1, 16]), ('tile_x', [-1, 128])],None,74
-No: 6 GFLOPS: 7.40/15.85 result: MeasureResult(costs=(0.0362719508,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.8505444526672363, timestamp=1707251984.9404986) [('tile_y', [-1, 32]), ('tile_x', [-1, 16])],None,45
-No: 7 GFLOPS: 10.73/15.85 result: MeasureResult(costs=(0.025020942600000002,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6779451370239258, timestamp=1707251985.5953088) [('tile_y', [-1, 8]), ('tile_x', [-1, 32])],None,53
-No: 8 GFLOPS: 2.87/15.85 result: MeasureResult(costs=(0.0936806622,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7517869472503662, timestamp=1707251987.3460512) [('tile_y', [-1, 16]), ('tile_x', [-1, 2])],None,14
-No: 9 GFLOPS: 14.56/15.85 result: MeasureResult(costs=(0.0184411368,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5305037498474121, timestamp=1707251987.9853735) [('tile_y', [-1, 16]), ('tile_x', [-1, 32])],None,54
-No: 10 GFLOPS: 7.67/15.85 result: MeasureResult(costs=(0.034979457000000005,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7890536785125732, timestamp=1707251988.7997286) [('tile_y', [-1, 1]), ('tile_x', [-1, 8])],None,30
+No: 1 GFLOPS: 13.71/13.71 result: MeasureResult(costs=(0.019573235,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6723062992095947, timestamp=1707263534.1188807) [('tile_y', [-1, 256]), ('tile_x', [-1, 128])],None,78
+No: 2 GFLOPS: 13.23/13.71 result: MeasureResult(costs=(0.0202865412,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.573357343673706, timestamp=1707263534.7018228) [('tile_y', [-1, 4]), ('tile_x', [-1, 512])],None,92
+No: 3 GFLOPS: 10.34/13.71 result: MeasureResult(costs=(0.025948416800000002,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7822606563568115, timestamp=1707263535.3726528) [('tile_y', [-1, 2]), ('tile_x', [-1, 128])],None,71
+No: 4 GFLOPS: 2.09/13.71 result: MeasureResult(costs=(0.12827855019999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.3100664615631104, timestamp=1707263537.6767972) [('tile_y', [-1, 64]), ('tile_x', [-1, 4])],None,26
+No: 5 GFLOPS: 11.78/13.71 result: MeasureResult(costs=(0.022783404,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6156320571899414, timestamp=1707263538.4118404) [('tile_y', [-1, 256]), ('tile_x', [-1, 512])],None,98
+No: 6 GFLOPS: 8.98/13.71 result: MeasureResult(costs=(0.029894550199999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7261092662811279, timestamp=1707263539.1426377) [('tile_y', [-1, 8]), ('tile_x', [-1, 8])],None,33
+No: 7 GFLOPS: 11.60/13.71 result: MeasureResult(costs=(0.023149937399999997,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6123092174530029, timestamp=1707263539.7727773) [('tile_y', [-1, 1]), ('tile_x', [-1, 512])],None,90
+No: 8 GFLOPS: 7.78/13.71 result: MeasureResult(costs=(0.0345130466,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7957713603973389, timestamp=1707263540.5818377) [('tile_y', [-1, 1]), ('tile_x', [-1, 16])],None,40
+No: 9 GFLOPS: 2.91/13.71 result: MeasureResult(costs=(0.0921871296,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.690399169921875, timestamp=1707263542.3806648) [('tile_y', [-1, 16]), ('tile_x', [-1, 2])],None,14
+No: 10 GFLOPS: 8.32/13.71 result: MeasureResult(costs=(0.0322723588,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7275216579437256, timestamp=1707263543.1527183) [('tile_y', [-1, 1]), ('tile_x', [-1, 8])],None,30
</pre></div>
</div>
<p>With tuning completed, we can choose the configuration from the log file that
diff --git a/docs/tutorial/autotvm_relay_x86.html b/docs/tutorial/autotvm_relay_x86.html
index a39baab8ff..ea42606f1e 100644
--- a/docs/tutorial/autotvm_relay_x86.html
+++ b/docs/tutorial/autotvm_relay_x86.html
@@ -578,7 +578,7 @@ standard deviation.</p>
<span class="nb">print</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">unoptimized</span></a><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{'mean': 466.6729065099753, 'median': 467.2305023000263, 'std': 1.5609685869372476}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{'mean': 465.34984752004675, 'median': 464.9661258499691, 'std': 2.0017473112177266}
</pre></div>
</div>
</div>
@@ -767,178 +767,178 @@ depending on the specifics of the model and the target platform.</p>
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[Task 1/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 1/25] Current/Best: 23.92/ 23.92 GFLOPS | Progress: (4/20) | 8.17 s
-[Task 1/25] Current/Best: 21.22/ 23.92 GFLOPS | Progress: (8/20) | 10.42 s
-[Task 1/25] Current/Best: 14.28/ 24.41 GFLOPS | Progress: (12/20) | 13.87 s
-[Task 1/25] Current/Best: 13.02/ 24.41 GFLOPS | Progress: (16/20) | 17.22 s
-[Task 1/25] Current/Best: 10.48/ 24.41 GFLOPS | Progress: (20/20) | 21.10 s Done.
+[Task 1/25] Current/Best: 6.69/ 15.13 GFLOPS | Progress: (4/20) | 8.35 s
+[Task 1/25] Current/Best: 17.67/ 18.72 GFLOPS | Progress: (8/20) | 10.97 s
+[Task 1/25] Current/Best: 3.54/ 24.70 GFLOPS | Progress: (12/20) | 14.54 s
+[Task 1/25] Current/Best: 13.04/ 24.70 GFLOPS | Progress: (16/20) | 17.84 s
+[Task 1/25] Current/Best: 11.48/ 24.70 GFLOPS | Progress: (20/20) | 20.27 s Done.
[Task 2/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 2/25] Current/Best: 11.66/ 17.11 GFLOPS | Progress: (4/20) | 4.04 s
-[Task 2/25] Current/Best: 14.22/ 18.12 GFLOPS | Progress: (8/20) | 5.62 s
-[Task 2/25] Current/Best: 23.99/ 23.99 GFLOPS | Progress: (12/20) | 7.06 s
-[Task 2/25] Current/Best: 14.21/ 23.99 GFLOPS | Progress: (16/20) | 8.54 s
-[Task 2/25] Current/Best: 3.49/ 23.99 GFLOPS | Progress: (20/20) | 9.97 s Done.
+[Task 2/25] Current/Best: 20.89/ 20.89 GFLOPS | Progress: (4/20) | 3.90 s
+[Task 2/25] Current/Best: 20.74/ 22.32 GFLOPS | Progress: (8/20) | 5.20 s
+[Task 2/25] Current/Best: 11.00/ 22.32 GFLOPS | Progress: (12/20) | 6.68 s
+[Task 2/25] Current/Best: 14.10/ 22.61 GFLOPS | Progress: (16/20) | 8.16 s
+[Task 2/25] Current/Best: 18.45/ 22.61 GFLOPS | Progress: (20/20) | 9.82 s Done.
[Task 3/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 3/25] Current/Best: 13.43/ 15.87 GFLOPS | Progress: (4/20) | 5.40 s
-[Task 3/25] Current/Best: 10.51/ 21.14 GFLOPS | Progress: (8/20) | 8.32 s
-[Task 3/25] Current/Best: 14.25/ 21.57 GFLOPS | Progress: (12/20) | 10.24 s
-[Task 3/25] Current/Best: 19.60/ 21.57 GFLOPS | Progress: (16/20) | 12.59 s
-[Task 3/25] Current/Best: 6.63/ 21.57 GFLOPS | Progress: (20/20) | 15.12 s Done.
+[Task 3/25] Current/Best: 7.91/ 17.92 GFLOPS | Progress: (4/20) | 5.02 s
+[Task 3/25] Current/Best: 6.36/ 17.92 GFLOPS | Progress: (8/20) | 8.88 s
+[Task 3/25] Current/Best: 20.12/ 20.91 GFLOPS | Progress: (12/20) | 11.27 s
+[Task 3/25] Current/Best: 8.62/ 20.93 GFLOPS | Progress: (16/20) | 16.21 s
+[Task 3/25] Current/Best: 20.03/ 20.93 GFLOPS | Progress: (20/20) | 18.67 s Done.
[Task 4/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 4/25] Current/Best: 15.09/ 15.09 GFLOPS | Progress: (4/20) | 8.27 s
-[Task 4/25] Current/Best: 12.51/ 15.09 GFLOPS | Progress: (8/20) | 13.01 s
-[Task 4/25] Current/Best: 10.02/ 19.99 GFLOPS | Progress: (12/20) | 17.18 s
-[Task 4/25] Current/Best: 10.73/ 19.99 GFLOPS | Progress: (16/20) | 20.99 s
-[Task 4/25] Current/Best: 20.52/ 20.52 GFLOPS | Progress: (20/20) | 23.23 s Done.
+[Task 4/25] Current/Best: 17.95/ 17.95 GFLOPS | Progress: (4/20) | 5.33 s
+[Task 4/25] Current/Best: 6.44/ 17.95 GFLOPS | Progress: (8/20) | 7.24 s
+[Task 4/25] Current/Best: 21.02/ 21.90 GFLOPS | Progress: (12/20) | 8.80 s
+[Task 4/25] Current/Best: 13.21/ 21.90 GFLOPS | Progress: (16/20) | 10.88 s
+[Task 4/25] Current/Best: 13.13/ 21.90 GFLOPS | Progress: (20/20) | 13.20 s Done.
[Task 5/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 5/25] Current/Best: 14.90/ 18.04 GFLOPS | Progress: (4/20) | 4.19 s
-[Task 5/25] Current/Best: 9.56/ 21.93 GFLOPS | Progress: (8/20) | 6.15 s
-[Task 5/25] Current/Best: 6.94/ 21.93 GFLOPS | Progress: (12/20) | 8.43 s
-[Task 5/25] Current/Best: 2.77/ 21.93 GFLOPS | Progress: (16/20) | 10.95 s
-[Task 5/25] Current/Best: 18.34/ 21.93 GFLOPS | Progress: (20/20) | 12.68 s Done.
+[Task 5/25] Current/Best: 15.77/ 15.77 GFLOPS | Progress: (4/20) | 4.17 s
+[Task 5/25] Current/Best: 13.75/ 22.35 GFLOPS | Progress: (8/20) | 5.99 s
+[Task 5/25] Current/Best: 17.80/ 22.35 GFLOPS | Progress: (12/20) | 8.74 s
+[Task 5/25] Current/Best: 22.46/ 22.46 GFLOPS | Progress: (16/20) | 10.97 s
+[Task 5/25] Current/Best: 5.75/ 22.46 GFLOPS | Progress: (20/20) | 13.25 s Done.
[Task 6/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 6/25] Current/Best: 9.06/ 14.61 GFLOPS | Progress: (4/20) | 4.99 s
-[Task 6/25] Current/Best: 4.57/ 19.59 GFLOPS | Progress: (8/20) | 7.62 s
-[Task 6/25] Current/Best: 13.41/ 19.59 GFLOPS | Progress: (12/20) | 12.53 s
-[Task 6/25] Current/Best: 3.77/ 19.59 GFLOPS | Progress: (16/20) | 16.55 s
-[Task 6/25] Current/Best: 18.58/ 20.42 GFLOPS | Progress: (20/20) | 20.71 s Done.
+[Task 6/25] Current/Best: 10.66/ 16.62 GFLOPS | Progress: (4/20) | 5.22 s
+[Task 6/25] Current/Best: 12.34/ 20.76 GFLOPS | Progress: (8/20) | 8.29 s
+[Task 6/25] Current/Best: 23.50/ 23.50 GFLOPS | Progress: (12/20) | 10.73 s
+[Task 6/25] Current/Best: 10.18/ 23.50 GFLOPS | Progress: (16/20) | 13.41 s
+[Task 6/25] Current/Best: 15.09/ 23.50 GFLOPS | Progress: (20/20) | 15.91 s Done.
[Task 7/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 7/25] Current/Best: 20.44/ 20.44 GFLOPS | Progress: (4/20) | 5.88 s
-[Task 7/25] Current/Best: 20.12/ 22.51 GFLOPS | Progress: (8/20) | 8.39 s
-[Task 7/25] Current/Best: 8.67/ 22.58 GFLOPS | Progress: (12/20) | 10.47 s
-[Task 7/25] Current/Best: 19.20/ 24.03 GFLOPS | Progress: (16/20) | 12.35 s
-[Task 7/25] Current/Best: 20.27/ 24.03 GFLOPS | Progress: (20/20) | 14.32 s Done.
+[Task 7/25] Current/Best: 5.18/ 19.55 GFLOPS | Progress: (4/20) | 4.76 s
+[Task 7/25] Current/Best: 15.34/ 19.55 GFLOPS | Progress: (8/20) | 7.67 s
+[Task 7/25] Current/Best: 3.25/ 19.55 GFLOPS | Progress: (12/20) | 10.80 s
+[Task 7/25] Current/Best: 18.56/ 19.55 GFLOPS | Progress: (16/20) | 12.90 s
+[Task 7/25] Current/Best: 16.91/ 19.55 GFLOPS | Progress: (20/20) | 15.73 s Done.
[Task 8/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 8/25] Current/Best: 22.76/ 22.76 GFLOPS | Progress: (4/20) | 5.42 s
-[Task 8/25] Current/Best: 11.67/ 22.76 GFLOPS | Progress: (8/20) | 16.86 s
-[Task 8/25] Current/Best: 12.68/ 22.76 GFLOPS | Progress: (12/20) | 29.25 s
-[Task 8/25] Current/Best: 12.44/ 22.76 GFLOPS | Progress: (16/20) | 34.97 s
-[Task 8/25] Current/Best: 14.00/ 22.76 GFLOPS | Progress: (20/20) | 37.51 s
+[Task 8/25] Current/Best: 15.09/ 15.09 GFLOPS | Progress: (4/20) | 8.50 s
+[Task 8/25] Current/Best: 19.31/ 19.31 GFLOPS | Progress: (8/20) | 14.51 s
+[Task 8/25] Current/Best: 12.03/ 19.31 GFLOPS | Progress: (12/20) | 20.11 s
+[Task 8/25] Current/Best: 14.39/ 19.31 GFLOPS | Progress: (16/20) | 23.29 s
+[Task 8/25] Current/Best: 11.97/ 20.61 GFLOPS | Progress: (20/20) | 25.85 s Done.
+
[Task 9/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 9/25] Current/Best: 18.28/ 19.46 GFLOPS | Progress: (4/20) | 4.90 s
-[Task 9/25] Current/Best: 13.16/ 19.46 GFLOPS | Progress: (8/20) | 7.57 s
-[Task 9/25] Current/Best: 9.71/ 19.46 GFLOPS | Progress: (12/20) | 9.45 s
-[Task 9/25] Current/Best: 24.51/ 24.51 GFLOPS | Progress: (16/20) | 11.63 s
-[Task 9/25] Current/Best: 12.32/ 24.51 GFLOPS | Progress: (20/20) | 15.82 s Done.
+[Task 9/25] Current/Best: 16.72/ 18.28 GFLOPS | Progress: (4/20) | 7.77 s
+[Task 9/25] Current/Best: 13.30/ 18.28 GFLOPS | Progress: (8/20) | 13.04 s
+[Task 9/25] Current/Best: 16.56/ 18.28 GFLOPS | Progress: (12/20) | 17.96 s
+[Task 9/25] Current/Best: 6.94/ 18.28 GFLOPS | Progress: (16/20) | 23.40 s
+[Task 9/25] Current/Best: 6.35/ 18.28 GFLOPS | Progress: (20/20) | 26.40 s Done.
[Task 10/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 10/25] Current/Best: 16.12/ 16.12 GFLOPS | Progress: (4/20) | 4.57 s
-[Task 10/25] Current/Best: 5.97/ 16.12 GFLOPS | Progress: (8/20) | 6.65 s
-[Task 10/25] Current/Best: 3.33/ 18.27 GFLOPS | Progress: (12/20) | 8.74 s
-[Task 10/25] Current/Best: 12.12/ 18.27 GFLOPS | Progress: (16/20) | 10.95 s
-[Task 10/25] Current/Best: 6.16/ 19.82 GFLOPS | Progress: (20/20) | 12.85 s Done.
+[Task 10/25] Current/Best: 13.57/ 16.23 GFLOPS | Progress: (4/20) | 4.49 s
+[Task 10/25] Current/Best: 16.01/ 18.83 GFLOPS | Progress: (8/20) | 6.85 s
+[Task 10/25] Current/Best: 14.46/ 18.83 GFLOPS | Progress: (12/20) | 8.88 s
+[Task 10/25] Current/Best: 7.32/ 18.83 GFLOPS | Progress: (16/20) | 11.03 s
+[Task 10/25] Current/Best: 8.76/ 18.83 GFLOPS | Progress: (20/20) | 12.67 s Done.
[Task 11/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 11/25] Current/Best: 20.79/ 22.33 GFLOPS | Progress: (4/20) | 4.53 s
-[Task 11/25] Current/Best: 6.44/ 23.39 GFLOPS | Progress: (8/20) | 6.62 s
-[Task 11/25] Current/Best: 16.27/ 23.39 GFLOPS | Progress: (12/20) | 8.94 s
-[Task 11/25] Current/Best: 12.22/ 23.39 GFLOPS | Progress: (16/20) | 11.21 s
-[Task 11/25] Current/Best: 6.41/ 23.39 GFLOPS | Progress: (20/20) | 13.50 s Done.
+[Task 11/25] Current/Best: 10.11/ 19.73 GFLOPS | Progress: (4/20) | 6.58 s
+[Task 11/25] Current/Best: 6.35/ 20.65 GFLOPS | Progress: (8/20) | 10.27 s
+[Task 11/25] Current/Best: 10.91/ 20.65 GFLOPS | Progress: (12/20) | 13.52 s
+[Task 11/25] Current/Best: 13.24/ 20.65 GFLOPS | Progress: (16/20) | 16.35 s
+[Task 11/25] Current/Best: 6.35/ 21.31 GFLOPS | Progress: (20/20) | 18.48 s Done.
[Task 12/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 12/25] Current/Best: 15.34/ 15.34 GFLOPS | Progress: (4/20) | 7.62 s
-[Task 12/25] Current/Best: 14.56/ 15.34 GFLOPS | Progress: (8/20) | 11.00 s
-[Task 12/25] Current/Best: 13.97/ 16.50 GFLOPS | Progress: (12/20) | 13.51 s
-[Task 12/25] Current/Best: 11.83/ 17.43 GFLOPS | Progress: (16/20) | 17.91 s
-[Task 12/25] Current/Best: 9.23/ 17.43 GFLOPS | Progress: (20/20) | 27.34 s Done.
+[Task 12/25] Current/Best: 12.67/ 15.71 GFLOPS | Progress: (4/20) | 7.15 s
+[Task 12/25] Current/Best: 4.17/ 15.71 GFLOPS | Progress: (8/20) | 12.33 s
+[Task 12/25] Current/Best: 3.59/ 18.47 GFLOPS | Progress: (12/20) | 15.14 s
+[Task 12/25] Current/Best: 5.06/ 18.47 GFLOPS | Progress: (16/20) | 18.21 s
+[Task 12/25] Current/Best: 12.64/ 18.47 GFLOPS | Progress: (20/20) | 23.68 s Done.
[Task 13/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 13/25] Current/Best: 19.24/ 19.24 GFLOPS | Progress: (4/20) | 4.83 s
-[Task 13/25] Current/Best: 20.58/ 20.58 GFLOPS | Progress: (8/20) | 7.32 s
-[Task 13/25] Current/Best: 5.54/ 20.58 GFLOPS | Progress: (12/20) | 10.12 s
-[Task 13/25] Current/Best: 18.41/ 20.58 GFLOPS | Progress: (16/20) | 13.65 s
-[Task 13/25] Current/Best: 6.58/ 20.58 GFLOPS | Progress: (20/20) | 17.57 s Done.
+[Task 13/25] Current/Best: 14.51/ 20.78 GFLOPS | Progress: (4/20) | 4.57 s
+[Task 13/25] Current/Best: 19.94/ 20.78 GFLOPS | Progress: (8/20) | 7.08 s
+[Task 13/25] Current/Best: 6.78/ 23.04 GFLOPS | Progress: (12/20) | 10.92 s
+[Task 13/25] Current/Best: 17.12/ 23.64 GFLOPS | Progress: (16/20) | 13.81 s
+[Task 13/25] Current/Best: 21.61/ 23.64 GFLOPS | Progress: (20/20) | 16.32 s Done.
[Task 14/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 14/25] Current/Best: 14.06/ 14.06 GFLOPS | Progress: (4/20) | 14.90 s
-[Task 14/25] Current/Best: 22.85/ 22.85 GFLOPS | Progress: (8/20) | 19.15 s
-[Task 14/25] Current/Best: 9.58/ 22.85 GFLOPS | Progress: (12/20) | 22.54 s
-[Task 14/25] Current/Best: 5.44/ 22.85 GFLOPS | Progress: (16/20) | 25.20 s
-[Task 14/25] Current/Best: 17.82/ 22.85 GFLOPS | Progress: (20/20) | 29.51 s
-[Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 15/25] Current/Best: 12.75/ 21.17 GFLOPS | Progress: (4/20) | 6.29 s
-[Task 15/25] Current/Best: 8.76/ 24.08 GFLOPS | Progress: (8/20) | 17.33 s Done.
- Done.
+[Task 14/25] Current/Best: 14.08/ 16.66 GFLOPS | Progress: (4/20) | 5.48 s
+[Task 14/25] Current/Best: 13.34/ 16.66 GFLOPS | Progress: (8/20) | 8.97 s
+[Task 14/25] Current/Best: 14.55/ 16.66 GFLOPS | Progress: (12/20) | 14.77 s
+[Task 14/25] Current/Best: 14.76/ 16.66 GFLOPS | Progress: (16/20) | 17.26 s
+[Task 14/25] Current/Best: 14.27/ 16.66 GFLOPS | Progress: (20/20) | 20.80 s Done.
-[Task 15/25] Current/Best: 6.37/ 24.08 GFLOPS | Progress: (12/20) | 22.73 s
-[Task 15/25] Current/Best: 14.42/ 24.08 GFLOPS | Progress: (16/20) | 30.90 s
-[Task 15/25] Current/Best: 19.94/ 24.08 GFLOPS | Progress: (20/20) | 33.00 s Done.
+[Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
+[Task 15/25] Current/Best: 22.60/ 22.60 GFLOPS | Progress: (4/20) | 3.98 s
+[Task 15/25] Current/Best: 21.24/ 22.60 GFLOPS | Progress: (8/20) | 5.92 s
+[Task 15/25] Current/Best: 20.43/ 22.60 GFLOPS | Progress: (12/20) | 7.98 s
+[Task 15/25] Current/Best: 10.00/ 22.60 GFLOPS | Progress: (16/20) | 19.29 s
+[Task 15/25] Current/Best: 15.25/ 22.60 GFLOPS | Progress: (20/20) | 21.42 s Done.
[Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 16/25] Current/Best: 19.30/ 19.30 GFLOPS | Progress: (4/20) | 5.60 s
-[Task 16/25] Current/Best: 5.11/ 20.88 GFLOPS | Progress: (8/20) | 7.39 s
-[Task 16/25] Current/Best: 19.39/ 22.37 GFLOPS | Progress: (12/20) | 8.85 s
-[Task 16/25] Current/Best: 19.26/ 22.49 GFLOPS | Progress: (16/20) | 10.28 s
-[Task 16/25] Current/Best: 11.42/ 22.49 GFLOPS | Progress: (20/20) | 13.05 s Done.
+[Task 16/25] Current/Best: 17.35/ 21.76 GFLOPS | Progress: (4/20) | 4.16 s
+[Task 16/25] Current/Best: 9.30/ 21.76 GFLOPS | Progress: (8/20) | 5.83 s
+[Task 16/25] Current/Best: 18.70/ 21.76 GFLOPS | Progress: (12/20) | 7.63 s
+[Task 16/25] Current/Best: 11.40/ 21.76 GFLOPS | Progress: (16/20) | 11.07 s
+[Task 16/25] Current/Best: 19.71/ 21.76 GFLOPS | Progress: (20/20) | 14.68 s Done.
[Task 17/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 17/25] Current/Best: 4.87/ 21.75 GFLOPS | Progress: (4/20) | 4.96 s
-[Task 17/25] Current/Best: 12.70/ 21.75 GFLOPS | Progress: (8/20) | 9.71 s
-[Task 17/25] Current/Best: 11.94/ 24.11 GFLOPS | Progress: (12/20) | 14.23 s
-[Task 17/25] Current/Best: 14.91/ 24.11 GFLOPS | Progress: (16/20) | 16.61 s
-[Task 17/25] Current/Best: 22.90/ 24.11 GFLOPS | Progress: (20/20) | 19.36 s Done.
+[Task 17/25] Current/Best: 12.70/ 24.52 GFLOPS | Progress: (4/20) | 5.59 s
+[Task 17/25] Current/Best: 3.21/ 24.52 GFLOPS | Progress: (8/20) | 8.22 s
+[Task 17/25] Current/Best: 22.27/ 24.52 GFLOPS | Progress: (12/20) | 11.94 s
+[Task 17/25] Current/Best: 23.07/ 24.52 GFLOPS | Progress: (16/20) | 17.19 s
+[Task 17/25] Current/Best: 16.84/ 24.52 GFLOPS | Progress: (20/20) | 19.71 s Done.
[Task 18/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 18/25] Current/Best: 11.39/ 16.59 GFLOPS | Progress: (4/20) | 7.81 s
-[Task 18/25] Current/Best: 11.07/ 16.59 GFLOPS | Progress: (8/20) | 12.31 s
-[Task 18/25] Current/Best: 16.57/ 18.65 GFLOPS | Progress: (12/20) | 16.86 s
-[Task 18/25] Current/Best: 8.14/ 19.55 GFLOPS | Progress: (16/20) | 19.15 s
-[Task 18/25] Current/Best: 9.01/ 19.55 GFLOPS | Progress: (20/20) | 29.80 s Done.
+[Task 18/25] Current/Best: 18.91/ 18.91 GFLOPS | Progress: (4/20) | 4.74 s
+[Task 18/25] Current/Best: 20.46/ 20.46 GFLOPS | Progress: (8/20) | 7.72 s
+[Task 18/25] Current/Best: 10.58/ 21.29 GFLOPS | Progress: (12/20) | 12.38 s
+[Task 18/25] Current/Best: 10.21/ 21.29 GFLOPS | Progress: (16/20) | 16.70 s
+[Task 18/25] Current/Best: 21.09/ 21.29 GFLOPS | Progress: (20/20) | 18.86 s Done.
[Task 19/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 19/25] Current/Best: 6.89/ 14.49 GFLOPS | Progress: (4/20) | 8.42 s
-[Task 19/25] Current/Best: 3.19/ 19.74 GFLOPS | Progress: (8/20) | 11.78 s
-[Task 19/25] Current/Best: 5.19/ 21.64 GFLOPS | Progress: (12/20) | 17.65 s
-[Task 19/25] Current/Best: 10.25/ 21.64 GFLOPS | Progress: (16/20) | 21.16 s
-[Task 19/25] Current/Best: 7.52/ 21.89 GFLOPS | Progress: (20/20) | 25.61 s Done.
+[Task 19/25] Current/Best: 18.96/ 18.96 GFLOPS | Progress: (4/20) | 6.33 s
+[Task 19/25] Current/Best: 13.52/ 22.71 GFLOPS | Progress: (8/20) | 9.54 s
+[Task 19/25] Current/Best: 12.63/ 22.71 GFLOPS | Progress: (12/20) | 13.25 s
+[Task 19/25] Current/Best: 13.00/ 22.71 GFLOPS | Progress: (16/20) | 17.35 s
+[Task 19/25] Current/Best: 5.02/ 22.71 GFLOPS | Progress: (20/20) | 23.48 s Done.
[Task 20/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 20/25] Current/Best: 8.87/ 18.85 GFLOPS | Progress: (4/20) | 9.10 s
-[Task 20/25] Current/Best: 7.79/ 19.16 GFLOPS | Progress: (8/20) | 15.61 s
-[Task 20/25] Current/Best: 9.95/ 21.35 GFLOPS | Progress: (12/20) | 27.28 s
-[Task 20/25] Current/Best: 18.64/ 21.35 GFLOPS | Progress: (16/20) | 38.94 s
-[Task 20/25] Current/Best: 6.81/ 21.35 GFLOPS | Progress: (20/20) | 49.24 s
+[Task 20/25] Current/Best: 14.87/ 16.36 GFLOPS | Progress: (4/20) | 13.80 s
+[Task 20/25] Current/Best: 8.62/ 18.56 GFLOPS | Progress: (8/20) | 20.99 s
+[Task 20/25] Current/Best: 20.42/ 20.52 GFLOPS | Progress: (12/20) | 25.66 s
+[Task 20/25] Current/Best: 15.40/ 20.52 GFLOPS | Progress: (16/20) | 32.38 s
+[Task 20/25] Current/Best: 18.79/ 20.52 GFLOPS | Progress: (20/20) | 34.25 s
[Task 21/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 21/25] Current/Best: 13.57/ 15.22 GFLOPS | Progress: (4/20) | 8.40 s
-[Task 21/25] Current/Best: 5.78/ 19.98 GFLOPS | Progress: (8/20) | 19.02 s
-[Task 21/25] Current/Best: 7.16/ 19.98 GFLOPS | Progress: (12/20) | 25.64 s
-[Task 21/25] Current/Best: 5.53/ 19.98 GFLOPS | Progress: (16/20) | 27.95 s
-[Task 21/25] Current/Best: 18.80/ 19.98 GFLOPS | Progress: (20/20) | 29.74 s Done.
+[Task 21/25] Current/Best: 18.26/ 18.90 GFLOPS | Progress: (4/20) | 4.02 s
+[Task 21/25] Current/Best: 13.66/ 21.29 GFLOPS | Progress: (8/20) | 6.45 s
+[Task 21/25] Current/Best: 9.86/ 21.29 GFLOPS | Progress: (12/20) | 8.38 s
+[Task 21/25] Current/Best: 20.01/ 21.29 GFLOPS | Progress: (16/20) | 11.83 s
+[Task 21/25] Current/Best: 10.19/ 21.29 GFLOPS | Progress: (20/20) | 14.17 s Done.
[Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 22/25] Current/Best: 1.61/ 17.75 GFLOPS | Progress: (4/20) | 4.84 s
-[Task 22/25] Current/Best: 10.55/ 21.71 GFLOPS | Progress: (8/20) | 7.79 s
-[Task 22/25] Current/Best: 11.01/ 21.71 GFLOPS | Progress: (12/20) | 9.62 s
-[Task 22/25] Current/Best: 19.43/ 21.71 GFLOPS | Progress: (16/20) | 11.25 s
-[Task 22/25] Current/Best: 12.53/ 21.71 GFLOPS | Progress: (20/20) | 12.85 s Done.
+[Task 22/25] Current/Best: 20.37/ 20.37 GFLOPS | Progress: (4/20) | 4.62 s
+[Task 22/25] Current/Best: 19.40/ 20.37 GFLOPS | Progress: (8/20) | 6.29 s
+[Task 22/25] Current/Best: 10.71/ 20.37 GFLOPS | Progress: (12/20) | 8.65 s
+[Task 22/25] Current/Best: 6.79/ 20.37 GFLOPS | Progress: (16/20) | 11.23 s
+[Task 22/25] Current/Best: 22.24/ 22.24 GFLOPS | Progress: (20/20) | 13.96 s Done.
[Task 23/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 23/25] Current/Best: 7.24/ 24.89 GFLOPS | Progress: (4/20) | 5.34 s
-[Task 23/25] Current/Best: 19.30/ 24.89 GFLOPS | Progress: (8/20) | 10.95 s
-[Task 23/25] Current/Best: 10.67/ 24.89 GFLOPS | Progress: (12/20) | 17.06 s
-[Task 23/25] Current/Best: 11.41/ 24.89 GFLOPS | Progress: (16/20) | 19.92 s
-[Task 23/25] Current/Best: 7.06/ 24.89 GFLOPS | Progress: (20/20) | 24.41 s Done.
+[Task 23/25] Current/Best: 12.26/ 22.65 GFLOPS | Progress: (4/20) | 6.53 s
+[Task 23/25] Current/Best: 3.19/ 22.65 GFLOPS | Progress: (8/20) | 9.62 s
+[Task 23/25] Current/Best: 13.82/ 22.65 GFLOPS | Progress: (12/20) | 12.16 s
+[Task 23/25] Current/Best: 4.32/ 22.65 GFLOPS | Progress: (16/20) | 16.89 s
+[Task 23/25] Current/Best: 19.98/ 23.29 GFLOPS | Progress: (20/20) | 19.33 s Done.
[Task 24/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 24/25] Current/Best: 2.75/ 4.53 GFLOPS | Progress: (4/20) | 13.32 s
-[Task 24/25] Current/Best: 3.68/ 10.67 GFLOPS | Progress: (8/20) | 24.29 s
-[Task 24/25] Current/Best: 3.89/ 10.67 GFLOPS | Progress: (12/20) | 35.28 s Done.
+[Task 24/25] Current/Best: 1.92/ 3.84 GFLOPS | Progress: (4/20) | 13.35 s
+[Task 24/25] Current/Best: 6.52/ 6.52 GFLOPS | Progress: (8/20) | 24.32 s Done.
-[Task 24/25] Current/Best: 3.89/ 10.67 GFLOPS | Progress: (16/20) | 46.29 s
-[Task 24/25] Current/Best: 4.60/ 10.67 GFLOPS | Progress: (20/20) | 56.95 s
+[Task 24/25] Current/Best: 8.51/ 8.51 GFLOPS | Progress: (12/20) | 35.29 s
+[Task 24/25] Current/Best: 3.59/ 8.51 GFLOPS | Progress: (16/20) | 46.29 s
+[Task 24/25] Current/Best: 4.17/ 8.51 GFLOPS | Progress: (20/20) | 57.03 s
[Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 25/25] Current/Best: 1.54/ 6.36 GFLOPS | Progress: (4/20) | 6.37 s
-[Task 25/25] Current/Best: 7.89/ 10.18 GFLOPS | Progress: (8/20) | 8.98 s
-[Task 25/25] Current/Best: 5.99/ 10.18 GFLOPS | Progress: (12/20) | 12.28 s
-[Task 25/25] Current/Best: 6.33/ 10.18 GFLOPS | Progress: (16/20) | 17.08 s
-[Task 25/25] Current/Best: 10.27/ 10.27 GFLOPS | Progress: (20/20) | 18.44 s Done.
+[Task 25/25] Current/Best: 3.10/ 10.74 GFLOPS | Progress: (4/20) | 5.04 s
+[Task 25/25] Current/Best: 3.14/ 10.74 GFLOPS | Progress: (8/20) | 16.01 s
+[Task 25/25] Current/Best: 3.64/ 10.74 GFLOPS | Progress: (12/20) | 26.94 s
+[Task 25/25] Current/Best: 6.09/ 10.74 GFLOPS | Progress: (16/20) | 29.30 s
+[Task 25/25] Current/Best: 8.83/ 10.74 GFLOPS | Progress: (20/20) | 39.94 s
</pre></div>
</div>
<p>The output from this tuning process will look something like this:</p>
@@ -1040,8 +1040,8 @@ improvement in comparing the optimized model to the unoptimized model.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"unoptimized: </span><span class="si">%s</span><span class="s2">"</span> <span class="o">%</span> <span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">unoptimized</span></a><span class="p">))</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>optimized: {'mean': 391.9160040799943, 'median': 391.30669009991834, 'std': 1.5949759088316464}
-unoptimized: {'mean': 466.6729065099753, 'median': 467.2305023000263, 'std': 1.5609685869372476}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>optimized: {'mean': 391.6078571101025, 'median': 390.6896420499834, 'std': 3.0012592019791104}
+unoptimized: {'mean': 465.34984752004675, 'median': 464.9661258499691, 'std': 2.0017473112177266}
</pre></div>
</div>
</div>
@@ -1055,7 +1055,7 @@ models.</p>
<p>Here we presented a simple example using ResNet-50 v2 locally. However, TVM
supports many more features including cross-compilation, remote execution and
profiling/benchmarking.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 13 minutes 41.218 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 12 minutes 47.965 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-tutorial-autotvm-relay-x86-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../_downloads/57a45d9bef1af358191e7d50043e652c/autotvm_relay_x86.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">autotvm_relay_x86.py</span></code></a></p>
diff --git a/docs/tutorial/cross_compilation_and_rpc.html b/docs/tutorial/cross_compilation_and_rpc.html
index c131cde0d2..538b7a31fa 100644
--- a/docs/tutorial/cross_compilation_and_rpc.html
+++ b/docs/tutorial/cross_compilation_and_rpc.html
@@ -558,7 +558,7 @@ device and returns the measured cost. Network overhead is excluded.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"</span><span class="si">%g</span><span class="s2"> secs/op"</span> <span class="o">%</span> <span class="n">cost</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>1.176e-07 secs/op
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>1.164e-07 secs/op
</pre></div>
</div>
</div>
diff --git a/docs/tutorial/intro_topi.html b/docs/tutorial/intro_topi.html
index 8636f47ec3..771a807e24 100644
--- a/docs/tutorial/intro_topi.html
+++ b/docs/tutorial/intro_topi.html
@@ -528,7 +528,7 @@ class Module:
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/ir.html#tvm.ir.Array" title="tvm.ir.Array" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">sg</span><span class="o">.</span><span class="n">stages</span></a><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[stage(a, placeholder(a, 0x15a921f0)), stage(b, placeholder(b, 0x15274610)), stage(T_add, compute(T_add, body=[a[ax0, ax1, ax2] + b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attr [...]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[stage(a, placeholder(a, 0x2c6467a0)), stage(b, placeholder(b, 0x2d8b13e0)), stage(T_add, compute(T_add, body=[a[ax0, ax1, ax2] + b[ax1, ax2]], axis=[T.iter_var(ax0, T.Range(0, 100), "DataPar", ""), T.iter_var(ax1, T.Range(0, 10), "DataPar", ""), T.iter_var(ax2, T.Range(0, 10), "DataPar", "")], reduce_axis=[], tag=broadcast, attr [...]
</pre></div>
</div>
<p>We can test the correctness by comparing with <code class="code docutils literal notranslate"><span class="pre">numpy</span></code> result as follows</p>
diff --git a/docs/tutorial/sg_execution_times.html b/docs/tutorial/sg_execution_times.html
index c142c3ca27..d79d50506a 100644
--- a/docs/tutorial/sg_execution_times.html
+++ b/docs/tutorial/sg_execution_times.html
@@ -360,7 +360,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-tutorial-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>16:51.432</strong> total execution time for <strong>tutorial</strong> files:</p>
+<p><strong>16:24.068</strong> total execution time for <strong>tutorial</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -369,35 +369,35 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="autotvm_relay_x86.html#sphx-glr-tutorial-autotvm-relay-x86-py"><span class="std std-ref">Compiling and Optimizing a Model with the Python Interface (AutoTVM)</span></a> (<code class="docutils literal notranslate"><span class="pre">autotvm_relay_x86.py</span></code>)</p></td>
-<td><p>13:41.218</p></td>
+<td><p>12:47.965</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="auto_scheduler_matmul_x86.html#sphx-glr-tutorial-auto-scheduler-matmul-x86-py"><span class="std std-ref">Optimizing Operators with Auto-scheduling</span></a> (<code class="docutils literal notranslate"><span class="pre">auto_scheduler_matmul_x86.py</span></code>)</p></td>
-<td><p>01:15.774</p></td>
+<td><p>01:40.153</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tensor_expr_get_started.html#sphx-glr-tutorial-tensor-expr-get-started-py"><span class="std std-ref">Working with Operators Using Tensor Expression</span></a> (<code class="docutils literal notranslate"><span class="pre">tensor_expr_get_started.py</span></code>)</p></td>
-<td><p>00:58.175</p></td>
+<td><p>00:58.430</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="relay_quick_start.html#sphx-glr-tutorial-relay-quick-start-py"><span class="std std-ref">Quick Start Tutorial for Compiling Deep Learning Models</span></a> (<code class="docutils literal notranslate"><span class="pre">relay_quick_start.py</span></code>)</p></td>
-<td><p>00:40.195</p></td>
+<td><p>00:40.392</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="autotvm_matmul_x86.html#sphx-glr-tutorial-autotvm-matmul-x86-py"><span class="std std-ref">Optimizing Operators with Schedule Templates and AutoTVM</span></a> (<code class="docutils literal notranslate"><span class="pre">autotvm_matmul_x86.py</span></code>)</p></td>
-<td><p>00:14.176</p></td>
+<td><p>00:15.216</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="intro_topi.html#sphx-glr-tutorial-intro-topi-py"><span class="std std-ref">Introduction to TOPI</span></a> (<code class="docutils literal notranslate"><span class="pre">intro_topi.py</span></code>)</p></td>
-<td><p>00:00.912</p></td>
+<td><p>00:00.921</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tensor_ir_blitz_course.html#sphx-glr-tutorial-tensor-ir-blitz-course-py"><span class="std std-ref">Blitz Course to TensorIR</span></a> (<code class="docutils literal notranslate"><span class="pre">tensor_ir_blitz_course.py</span></code>)</p></td>
-<td><p>00:00.817</p></td>
+<td><p>00:00.823</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="cross_compilation_and_rpc.html#sphx-glr-tutorial-cross-compilation-and-rpc-py"><span class="std std-ref">Cross Compilation and RPC</span></a> (<code class="docutils literal notranslate"><span class="pre">cross_compilation_and_rpc.py</span></code>)</p></td>
-<td><p>00:00.166</p></td>
+<td><p>00:00.168</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="uma.html#sphx-glr-tutorial-uma-py"><span class="std std-ref">Making your Hardware Accelerator TVM-ready with UMA</span></a> (<code class="docutils literal notranslate"><span class="pre">uma.py</span></code>)</p></td>
diff --git a/docs/tutorial/tensor_expr_get_started.html b/docs/tutorial/tensor_expr_get_started.html
index 61b0bfe2f2..2425fcefae 100644
--- a/docs/tutorial/tensor_expr_get_started.html
+++ b/docs/tutorial/tensor_expr_get_started.html
@@ -569,7 +569,7 @@ helper function to run a profile of the TVM generated code.</p>
<span class="n">evaluate_addition</span><span class="p">(</span><span class="n">fadd</span><span class="p">,</span> <a href="../reference/api/python/target.html#tvm.target.Target" title="tvm.target.Target" class="sphx-glr-backref-module-tvm-target sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">tgt</span></a><span class="p">,</span> <span class="s2">"naive"</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#list" ti [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.000005
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.000006
naive: 0.000006
</pre></div>
</div>
@@ -664,7 +664,7 @@ factor to be the number of threads on your CPU.</p>
<span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/driver.html#tvm.lower" title="tvm.lower" class="sphx-glr-backref-module-tvm sphx-glr-backref-type-py-function"><span class="n">tvm</span><span class="o">.</span><span class="n">lower</span></a><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>vector: 0.000038
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>vector: 0.000039
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -701,10 +701,10 @@ class Module:
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Operator Timing Performance
- numpy 5.198489998292644e-06 1.0
- naive 5.647e-06 1.0862769769403542
-parallel 5.903e-06 1.1355220461977884
- vector 3.8e-05 7.309814967900382
+ numpy 5.5548399905092084e-06 1.0
+ naive 5.8237e-06 1.0484010358444447
+parallel 5.9953e-06 1.0792930147841062
+ vector 3.9092500000000006e-05 7.037556449293227
</pre></div>
</div>
<div class="admonition-code-specialization admonition">
@@ -1020,7 +1020,7 @@ matrix multiplication.</p>
<span class="n">answer</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">a</span><span class="o">.</span><span class="n">numpy</span><span class="p">(),</span> <span class="n">b</span><span class="o">.</span><span class="n">numpy</span><span class="p">())</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.013491
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.013467
</pre></div>
</div>
<p>Now we write a basic matrix multiplication using TVM TE and verify that it
@@ -1061,7 +1061,7 @@ optimizations.</p>
<span class="n">evaluate_operation</span><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">s</span></a><span class="p">,</span> <span class="p">[</span><a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>none: 3.361882
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>none: 3.400829
</pre></div>
</div>
<p>Let’s take a look at the intermediate representation of the operator and
@@ -1125,7 +1125,7 @@ schedule.</p>
<span class="n">evaluate_operation</span><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">s</span></a><span class="p">,</span> <span class="p">[</span><a href="../reference/api/python/te.html#tvm.te.Tensor" title="tvm.te.Tensor" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>blocking: 0.291260
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>blocking: 0.281165
</pre></div>
</div>
<p>By reordering the computation to take advantage of caching, you should see a
@@ -1174,7 +1174,7 @@ already cache friendly from our previous optimizations.</p>
<span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/driver.html#tvm.lower" title="tvm.lower" class="sphx-glr-backref-module-tvm sphx-glr-backref-type-py-function"><span class="n">tvm</span><span class="o">.</span><span class="n">lower</span></a><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>vectorization: 0.270041
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>vectorization: 0.254525
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1223,7 +1223,7 @@ more cache friendly.</p>
<span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/driver.html#tvm.lower" title="tvm.lower" class="sphx-glr-backref-module-tvm sphx-glr-backref-type-py-function"><span class="n">tvm</span><span class="o">.</span><span class="n">lower</span></a><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>loop permutation: 0.111016
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>loop permutation: 0.110632
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1293,7 +1293,7 @@ optimized schedule.</p>
<span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/driver.html#tvm.lower" title="tvm.lower" class="sphx-glr-backref-module-tvm sphx-glr-backref-type-py-function"><span class="n">tvm</span><span class="o">.</span><span class="n">lower</span></a><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>array packing: 0.102224
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>array packing: 0.103902
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1359,7 +1359,7 @@ to `C</cite> when all the block results are ready.</p>
<span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/driver.html#tvm.lower" title="tvm.lower" class="sphx-glr-backref-module-tvm sphx-glr-backref-type-py-function"><span class="n">tvm</span><span class="o">.</span><span class="n">lower</span></a><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>block caching: 0.094474
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>block caching: 0.094454
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1416,7 +1416,7 @@ of thread-level parallelization.</p>
<span class="nb">print</span><span class="p">(</span><a href="../reference/api/python/driver.html#tvm.lower" title="tvm.lower" class="sphx-glr-backref-module-tvm sphx-glr-backref-type-py-function"><span class="n">tvm</span><span class="o">.</span><span class="n">lower</span></a><span class="p">(</span><a href="../reference/api/python/te.html#tvm.te.Schedule" title="tvm.te.Schedule" class="sphx-glr-backref-module-tvm-te sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>parallelization: 0.111062
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>parallelization: 0.112159
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1469,13 +1469,13 @@ working, we can compare the results.</p>
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span> Operator Timing Performance
- none 3.3618818679999998 1.0
- blocking 0.29125969129999996 0.08663590891528612
- vectorization 0.2700409541 0.08032434353817694
-loop permutation 0.1110157052 0.033021893558099286
- array packing 0.10222408860000001 0.030406805656384837
- block caching 0.09447449649999999 0.02810167049569869
- parallelization 0.1110623712 0.033035774474155316
+ none 3.4008288097999992 1.0
+ blocking 0.2811649766 0.08267542776330901
+ vectorization 0.254525412 0.0748421711985463
+loop permutation 0.11063195639999998 0.032530880731543255
+ array packing 0.1039015684 0.030551837275840533
+ block caching 0.0944541394 0.027773858868701713
+ parallelization 0.1121585275 0.03297976280864193
</pre></div>
</div>
<p>Note that the outputs on the web page reflect the running times on a