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Posted to commits@tvm.apache.org by tq...@apache.org on 2024/09/07 09:32:43 UTC
(tvm-site) branch asf-site updated: deploying docs (apache/tvm@dcd32ac6368f0d34b5c7823d90aa5a701e3728e8)
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new c6140c6fae deploying docs (apache/tvm@dcd32ac6368f0d34b5c7823d90aa5a701e3728e8)
c6140c6fae is described below
commit c6140c6faed62bf0320b58e108ca24c908341cbb
Author: tvm-bot <95...@users.noreply.github.com>
AuthorDate: Sat Sep 7 09:32:35 2024 +0000
deploying docs (apache/tvm@dcd32ac6368f0d34b5c7823d90aa5a701e3728e8)
---
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338 files changed, 1213 insertions(+), 1181 deletions(-)
diff --git a/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst.txt b/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst.txt
index 6cf38c47be..689147e640 100644
--- a/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**00:00.555** total execution time for **deep_dive_tensor_ir_tutorials** files:
+**00:00.528** total execution time for **deep_dive_tensor_ir_tutorials** files:
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_transformation.py` (``transformation.py``) | 00:00.331 | 0.0 MB |
+| :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_transformation.py` (``transformation.py``) | 00:00.314 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_creation.py` (``creation.py``) | 00:00.224 | 0.0 MB |
+| :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_creation.py` (``creation.py``) | 00:00.215 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/deep_dive/tensor_ir/tutorials/transformation.rst.txt b/docs/_sources/deep_dive/tensor_ir/tutorials/transformation.rst.txt
index af600e1a60..dcbb2b8a18 100644
--- a/docs/_sources/deep_dive/tensor_ir/tutorials/transformation.rst.txt
+++ b/docs/_sources/deep_dive/tensor_ir/tutorials/transformation.rst.txt
@@ -123,7 +123,7 @@ original implementation.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 2.3287 2.3287 2.3287 2.3287 0.0000
+ 2.2502 2.2502 2.2502 2.2502 0.0000
@@ -295,7 +295,7 @@ action involves reordering these two loops.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.9427 0.9427 0.9427 0.9427 0.0000
+ 0.8371 0.8371 0.8371 0.8371 0.0000
@@ -423,7 +423,7 @@ from the reduction update via the **decompose_reduction** primitive.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.3361 0.3361 0.3361 0.3361 0.0000
+ 0.3287 0.3287 0.3287 0.3287 0.0000
diff --git a/docs/_sources/get_started/tutorials/ir_module.rst.txt b/docs/_sources/get_started/tutorials/ir_module.rst.txt
index c9bbed3592..5b7d9cd674 100644
--- a/docs/_sources/get_started/tutorials/ir_module.rst.txt
+++ b/docs/_sources/get_started/tutorials/ir_module.rst.txt
@@ -695,8 +695,8 @@ We can deploy the IRModule on CPU by specifying the target as ``llvm``.
.. code-block:: none
- [[-0.07388768 0.02418255 0.18856913 0.12836725 0.25908172 0.08807367
- 0.06382412 0.12632367 -0.15316893 -0.191899 ]]
+ [[ 0.08180428 -0.12133965 0.04999818 0.09342185 -0.30655017 0.14450783
+ -0.13322237 0.00804237 0.25339162 0.09977813]]
@@ -762,8 +762,8 @@ Now we can compile the IRModule on GPU, the similar way as we did on CPU.
.. code-block:: none
- [[-0.07388763 0.02418253 0.18856913 0.12836727 0.2590816 0.08807366
- 0.06382413 0.12632364 -0.15316892 -0.191899 ]]
+ [[ 0.08180432 -0.12133963 0.0499982 0.09342176 -0.30655023 0.14450783
+ -0.13322243 0.00804237 0.25339165 0.09977809]]
diff --git a/docs/_sources/get_started/tutorials/sg_execution_times.rst.txt b/docs/_sources/get_started/tutorials/sg_execution_times.rst.txt
index c2485e785e..78915df4b8 100644
--- a/docs/_sources/get_started/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/get_started/tutorials/sg_execution_times.rst.txt
@@ -5,10 +5,10 @@
Computation times
=================
-**00:02.429** total execution time for **get_started_tutorials** files:
+**00:02.272** total execution time for **get_started_tutorials** files:
+---------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_get_started_tutorials_ir_module.py` (``ir_module.py``) | 00:02.208 | 0.0 MB |
+| :ref:`sphx_glr_get_started_tutorials_ir_module.py` (``ir_module.py``) | 00:02.069 | 0.0 MB |
+---------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``quick_start.py``) | 00:00.221 | 0.0 MB |
+| :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``quick_start.py``) | 00:00.203 | 0.0 MB |
+---------------------------------------------------------------------------+-----------+--------+
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 5fea400d35..9c37dc128e 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 41.478 seconds)
+ **Total running time of the script:** ( 1 minutes 37.857 seconds)
.. _sphx_glr_download_how_to_compile_models_from_darknet.py:
diff --git a/docs/_sources/how_to/compile_models/from_keras.rst.txt b/docs/_sources/how_to/compile_models/from_keras.rst.txt
index 09f833e8f2..0f737892ac 100644
--- a/docs/_sources/how_to/compile_models/from_keras.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_keras.rst.txt
@@ -232,7 +232,7 @@ Look up prediction top 1 index in 1000 class synset.
.. code-block:: none
Relay top-1 id: 285, class name: Egyptian cat
- 1/1 [==============================] - ETA: 0s 1/1 [==============================] - 1s 984ms/step
+ 1/1 [==============================] - ETA: 0s 1/1 [==============================] - 1s 894ms/step
Keras top-1 id: 285, class name: Egyptian cat
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 c6e77090f5..e73bc56dbf 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] 15%|#5 | 6.33M/41.5M [00:00<00:00, 48.3MB/s] 26%|##6 | 10.9M/41.5M [00:00<00:00, 33.6MB/s] 35%|###4 | 14.3M/41.5M [00:00<00:02, 13.6MB/s] 40%|###9 | 16.4M/41.5M [00:00<00:01, 14.9MB/s] 54%|#####3 | 22.3M/41.5M [00:01<00:00, 22.0MB/s] 61%|###### | 25.2M/41.5M [00:01<00:00, 23.0MB/s] 77%|#######7 | 32.0M/41.5M [00:01<00:00, 31.6MB/s] 92%|#########2| 38.3M/41.5M [00:01<00:00, 29.8MB/s] 100%|##########| 41.5M/41.5M [00:01<00:00, 24.8MB/s]
+ 0%| | 0.00/41.5M [00:00<?, ?B/s] 16%|#5 | 6.62M/41.5M [00:00<00:00, 69.4MB/s] 32%|###1 | 13.2M/41.5M [00:00<00:00, 30.8MB/s] 41%|####1 | 17.2M/41.5M [00:00<00:01, 18.9MB/s] 54%|#####3 | 22.3M/41.5M [00:01<00:00, 20.7MB/s] 60%|#####9 | 24.9M/41.5M [00:01<00:00, 21.4MB/s] 77%|#######7 | 32.0M/41.5M [00:01<00:00, 27.0MB/s] 92%|#########2| 38.3M/41.5M [00:01<00:00, 26.8MB/s] 100%|##########| 41.5M/41.5M [00:01<00:00, 26.3MB/s]
diff --git a/docs/_sources/how_to/compile_models/from_paddle.rst.txt b/docs/_sources/how_to/compile_models/from_paddle.rst.txt
index 0294ba174c..9d552e597d 100644
--- a/docs/_sources/how_to/compile_models/from_paddle.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_paddle.rst.txt
@@ -209,7 +209,7 @@ Look up prediction top 1 index in 1000 class synset.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 7.225 seconds)
+ **Total running time of the script:** ( 1 minutes 1.233 seconds)
.. _sphx_glr_download_how_to_compile_models_from_paddle.py:
diff --git a/docs/_sources/how_to/compile_models/from_pytorch.rst.txt b/docs/_sources/how_to/compile_models/from_pytorch.rst.txt
index 3e079237fa..2d8a6e42fe 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] 9%|8 | 3.98M/44.7M [00:00<00:01, 40.5MB/s] 20%|#9 | 8.73M/44.7M [00:00<00:00, 45.0MB/s] 31%|###1 | 14.0M/44.7M [00:00<00:00, 48.7MB/s] 42%|####1 | 18.6M/44.7M [00:00<00:00, 44.0MB/s] 51%|#####1 | 22.9M/44.7M [00:00<00:00, 41.9MB/s] 63%|######2 | 28.0M/44.7M [00:00<00:00, 44.4MB/s] 76%|#######5 | 33.7M/44.7M [00:00<00:00, 49.0MB/s] 86%|########6 | 38.5M/44.7M [00:00<00:00, 49.1MB/s] 97%|#########6| 43.2M/44.7M [00:00<00:00, 48.6MB/s] 100%|##########| 44.7M/44.7M [00:01<00:00, 46.8MB/s]
+ 0%| | 0.00/44.7M [00:00<?, ?B/s] 2%|2 | 992k/44.7M [00:00<00:04, 10.1MB/s] 18%|#8 | 8.05M/44.7M [00:00<00:00, 47.7MB/s] 35%|###5 | 15.7M/44.7M [00:00<00:00, 62.3MB/s] 52%|#####2 | 23.3M/44.7M [00:00<00:00, 69.3MB/s] 69%|######9 | 31.0M/44.7M [00:00<00:00, 73.3MB/s] 87%|########6 | 38.6M/44.7M [00:00<00:00, 75.4MB/s] 100%|##########| 44.7M/44.7M [00:00<00:00, 68.9MB/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 3782dd5b43..f5707cbf6d 100644
--- a/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_tensorflow.rst.txt
@@ -424,7 +424,7 @@ Run the corresponding model on tensorflow
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 33.538 seconds)
+ **Total running time of the script:** ( 1 minutes 29.797 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 71ef63b996..576fb048ca 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
@@ -5,24 +5,24 @@
Computation times
=================
-**07:14.320** total execution time for **how_to_compile_models** files:
+**06:40.943** total execution time for **how_to_compile_models** files:
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``) | 01:41.478 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``) | 01:37.857 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``) | 01:33.538 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``) | 01:29.797 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``) | 01:07.225 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``) | 01:01.233 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``) | 00:45.184 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``) | 00:43.240 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``) | 00:45.152 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``) | 00:38.758 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``) | 00:32.454 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``) | 00:27.486 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``) | 00:31.713 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``) | 00:27.151 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``) | 00:14.609 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``) | 00:12.596 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``) | 00:02.966 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``) | 00:02.825 | 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 8d8dd87e91..a346c92f2b 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
@@ -664,7 +664,7 @@ 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)
- 4119.8341 4119.3188 4125.6388 4117.1247 2.6449
+ 3987.6335 3987.4748 3990.9432 3985.2047 1.6115
@@ -672,7 +672,7 @@ well as provides information about the model's performance
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 24.136 seconds)
+ **Total running time of the script:** ( 1 minutes 18.065 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 38c9e85fa7..2222c06ebf 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: 0s 8380416/102967424 [=>............................] - ETA: 1s 15024128/102967424 [===>..........................] - ETA: 1s 16769024/102967424 [===>..........................] - ETA: 1s 17588224/102967424 [====>.........................] - ETA: 2s 23412736/102967424 [=====>........................] - ETA: 1s 25157632/102967424 [======>.......................] - ETA: 2s
33546240/102967424 [========>.....................] - ETA: 1s 40189952/102967424 [==========>...................] - ETA: 1s 41934848/102967424 [===========>..................] - ETA: 1s 48578560/102967424 [=============>................] - ETA: 1s 50323456/102967424 [=============>................] - ETA: 1s 56967168/102967424 [===============>..............] - ETA: 1s 58712064/102967424 [================>.............] - ETA: 1s 65355776/102967424 [==================>...........] -
ETA: 1s 67100672/102967424 [==================>...........] - ETA: 1s 69296128/102967424 [===================>..........] - ETA: 1s 75489280/102967424 [====================>.........] - ETA: 0s 82214912/102967424 [======================>.......] - ETA: 0s 83877888/102967424 [=======================>......] - ETA: 0s 90521600/102967424 [=========================>....] - ETA: 0s 92266496/102967424 [=========================>....] - ETA: 0s 98910208/102967424
[===========================>..] - ETA: 0s 100646912/102967424 [============================>.] - ETA: 0s 102850560/102967424 [============================>.] - ETA: 0s 102967424/102967424 [==============================] - 3s 0us/step
+ 8192/102967424 [..............................] - ETA: 0s 8380416/102967424 [=>............................] - ETA: 0s 16769024/102967424 [===>..........................] - ETA: 1s 23412736/102967424 [=====>........................] - ETA: 1s 25157632/102967424 [======>.......................] - ETA: 2s 30605312/102967424 [=======>......................] - ETA: 1s 33546240/102967424 [========>.....................] - ETA: 1s 41934848/102967424 [===========>..................] - ETA: 1s
48578560/102967424 [=============>................] - ETA: 1s 50323456/102967424 [=============>................] - ETA: 1s 58712064/102967424 [================>.............] - ETA: 1s 65355776/102967424 [==================>...........] - ETA: 0s 67100672/102967424 [==================>...........] - ETA: 0s 73744384/102967424 [====================>.........] - ETA: 0s 78938112/102967424 [=====================>........] - ETA: 0s 83877888/102967424 [=======================>......] -
ETA: 0s 92266496/102967424 [=========================>....] - ETA: 0s 98910208/102967424 [===========================>..] - ETA: 0s 102850560/102967424 [============================>.] - 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 cdfdad5b08..eca8534b02 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)
- 14.6651 14.6381 14.9874 14.5196 0.1347
+ 14.0418 14.0836 14.4954 13.6174 0.3346
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 06ea4c805d..24acfe617f 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] 7%|6 | 11.2M/170M [00:00<00:01, 117MB/s] 15%|#5 | 25.5M/170M [00:00<00:01, 137MB/s] 31%|###1 | 52.7M/170M [00:00<00:00, 204MB/s] 47%|####7 | 80.0M/170M [00:00<00:00, 237MB/s] 63%|######3 | 107M/170M [00:00<00:00, 255MB/s] 80%|#######9 | 135M/170M [00:00<00:00, 268MB/s] 96%|#########5| 163M/170M [00:00<00:00, 274MB/s] 100%|##########| 170M/170M [00:00<00:00, 245MB/s]
+ 0%| | 0.00/170M [00:00<?, ?B/s] 10%|9 | 16.2M/170M [00:00<00:00, 170MB/s] 24%|##3 | 39.9M/170M [00:00<00:00, 216MB/s] 38%|###7 | 64.3M/170M [00:00<00:00, 234MB/s] 53%|#####2 | 89.9M/170M [00:00<00:00, 247MB/s] 69%|######8 | 117M/170M [00:00<00:00, 260MB/s] 85%|########5 | 145M/170M [00:00<00:00, 272MB/s] 100%|##########| 170M/170M [00:00<00:00, 260MB/s]
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torchvision/models/detection/generalized_rcnn.py:75: TracerWarning: Iterating over a tensor might cause the trace to be incorrect. Passing a tensor of different shape won't change the number of iterations executed (and might lead to errors or silently give incorrect results).
for img in images:
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torchvision/models/detection/transform.py:110: TracerWarning: Iterating over a tensor might cause the trace to be incorrect. Passing a tensor of different shape won't change the number of iterations executed (and might lead to errors or silently give incorrect results).
@@ -330,7 +330,7 @@ Get boxes with score larger than 0.9
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 3 minutes 37.256 seconds)
+ **Total running time of the script:** ( 3 minutes 29.276 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 a20dd927a6..9ff0af72a0 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] 100%|##########| 13.6M/13.6M [00:00<00:00, 160MB/s]
+ 0%| | 0.00/13.6M [00:00<?, ?B/s] 100%|##########| 13.6M/13.6M [00:00<00:00, 156MB/s]
@@ -404,7 +404,7 @@ 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)
- 88.9055 88.7606 98.2321 88.4289 0.9680
+ 86.1419 86.1096 86.9028 85.7263 0.2216
@@ -452,7 +452,7 @@ TODO
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 34.130 seconds)
+ **Total running time of the script:** ( 1 minutes 30.253 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 7e30853c3a..ad2ee76f52 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)
- 111.1343 111.1269 113.7973 110.1924 0.4834
+ 103.7567 103.5612 105.9353 102.7266 0.6652
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 2af1bb473e..2a48ddc65c 100644
--- a/docs/_sources/how_to/deploy_models/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/deploy_models/sg_execution_times.rst.txt
@@ -5,24 +5,24 @@
Computation times
=================
-**10:27.820** total execution time for **how_to_deploy_models** files:
+**09:46.681** 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``) | 03:37.256 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_object_detection_pytorch.py` (``deploy_object_detection_pytorch.py``) | 03:29.276 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``) | 01:34.130 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``) | 01:30.253 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno.py` (``deploy_model_on_adreno.py``) | 01:24.136 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno.py` (``deploy_model_on_adreno.py``) | 01:18.065 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``) | 00:59.558 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``) | 00:51.510 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``) | 00:53.444 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``) | 00:50.487 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno_tvmc.py` (``deploy_model_on_adreno_tvmc.py``) | 00:51.089 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno_tvmc.py` (``deploy_model_on_adreno_tvmc.py``) | 00:47.597 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``) | 00:34.104 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_nano.py` (``deploy_model_on_nano.py``) | 00:29.787 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_nano.py` (``deploy_model_on_nano.py``) | 00:34.097 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``) | 00:29.698 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_sparse.py` (``deploy_sparse.py``) | 00:00.008 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_sparse.py` (``deploy_sparse.py``) | 00:00.007 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/dev/index.rst.txt b/docs/_sources/how_to/dev/index.rst.txt
index c70832358a..c815871b41 100644
--- a/docs/_sources/how_to/dev/index.rst.txt
+++ b/docs/_sources/how_to/dev/index.rst.txt
@@ -15,8 +15,8 @@
specific language governing permissions and limitations
under the License.
-Develope Apache TVM
-===================
+Development Guides
+==================
This section contains a collection of tips about how to work on
various areas of the TVM stack.
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 aa64a9f412..3e1bdb86c5 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
@@ -5,12 +5,12 @@
Computation times
=================
-**00:04.493** total execution time for **how_to_extend_tvm** files:
+**00:03.944** total execution time for **how_to_extend_tvm** files:
+-------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``) | 00:03.131 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``) | 00:02.742 | 0.0 MB |
+-------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``) | 00:01.354 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``) | 00:01.195 | 0.0 MB |
+-------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_low_level_custom_pass.py` (``low_level_custom_pass.py``) | 00:00.008 | 0.0 MB |
+| :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 3f87b94cec..8b95392694 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: 32634us [32634us] (48.89%; 48.89%)
- FoldScaleAxis: 34114us [11us] (51.11%; 51.11%)
- FoldConstant: 34103us [1862us] (51.09%; 99.97%)
- InferType: 32242us [32242us] (48.30%; 94.54%)
+ InferType: 24414us [24414us] (48.69%; 48.69%)
+ FoldScaleAxis: 25723us [9us] (51.31%; 51.31%)
+ FoldConstant: 25715us [1754us] (51.29%; 99.97%)
+ InferType: 23961us [23961us] (47.79%; 93.18%)
@@ -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: 32711us [32711us] (49.41%; 49.41%)
- FoldScaleAxis: 33490us [9us] (50.59%; 50.59%)
- FoldConstant: 33481us [1811us] (50.58%; 99.97%)
- InferType: 31670us [31670us] (47.84%; 94.59%)
+ InferType: 23667us [23667us] (48.44%; 48.44%)
+ FoldScaleAxis: 25188us [7us] (51.56%; 51.56%)
+ FoldConstant: 25181us [1683us] (51.54%; 99.97%)
+ InferType: 23498us [23498us] (48.10%; 93.32%)
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 0ef55eeb6f..249aa663eb 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: 53.408576 ms
+ Convolution: 53.413406 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 e3a0767fdc..53f1522816 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: 12.215491 ms
+ conv2d with tensor core: 11.302695 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 25e8ffc6d2..4ff538c28d 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: 0.018517
- Baseline: 3.532917
+ Numpy running time: 0.016925
+ Baseline: 3.354403
@@ -227,7 +227,7 @@ fill 32 * 32 * sizeof(float) which is 4KB in the cache whose total size is 32KB
.. code-block:: none
- Opt1: 0.289222
+ Opt1: 0.284042
@@ -318,7 +318,7 @@ In this tutorial, we chose to vectorize the inner loop row data since it is cach
.. code-block:: none
- Opt2: 0.267579
+ Opt2: 0.259146
@@ -406,7 +406,7 @@ the access pattern for A matrix is more cache friendly.
.. code-block:: none
- Opt3: 0.115898
+ Opt3: 0.109748
@@ -523,7 +523,7 @@ flattening.
.. code-block:: none
- Opt4: 0.108820
+ Opt4: 0.103734
@@ -635,7 +635,7 @@ write to C when all the block results are ready.
.. code-block:: none
- Opt5: 0.112657
+ Opt5: 0.107192
@@ -748,7 +748,7 @@ Furthermore, we can also utilize multi-core processors to do the thread-level pa
.. code-block:: none
- Opt6: 0.135460
+ Opt6: 0.128941
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 5f7b21502b..2a541e311a 100644
--- a/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/optimize_operators/sg_execution_times.rst.txt
@@ -5,12 +5,12 @@
Computation times
=================
-**00:34.706** total execution time for **how_to_optimize_operators** files:
+**00:32.919** total execution time for **how_to_optimize_operators** files:
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``) | 00:31.305 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``) | 00:29.819 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``) | 00:02.145 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``) | 00:01.932 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``) | 00:01.256 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``) | 00:01.168 | 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 9fdabd7cda..868c984413 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
=================
-**03:59.007** total execution time for **how_to_tune_with_autoscheduler** files:
+**03:38.581** 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``) | 01:43.896 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_x86.py` (``tune_network_x86.py``) | 01:34.709 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``) | 01:19.862 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``) | 01:11.520 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``) | 00:20.751 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``) | 00:19.920 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``) | 00:17.387 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``) | 00:16.539 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``) | 00:17.003 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``) | 00:15.795 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_sparse_x86.py` (``tune_sparse_x86.py``) | 00:00.108 | 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_conv2d_layer_cuda.rst.txt b/docs/_sources/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst.txt
index 321f497687..64ccdf657b 100644
--- a/docs/_sources/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst.txt
+++ b/docs/_sources/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.rst.txt
@@ -766,7 +766,7 @@ We build the binary and check its correctness and performance.
.. code-block:: none
- Execution time of this operator: 0.364 ms
+ Execution time of this operator: 0.336 ms
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 d4c560996b..ef4f2335ee 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
@@ -633,7 +633,7 @@ so we can read the log file and load the best schedules.
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 3.3198 3.3234 3.3253 3.3107 0.0065
+ 3.1891 3.1892 3.1895 3.1886 0.0004
@@ -660,7 +660,7 @@ Other Tips
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 19.862 seconds)
+ **Total running time of the script:** ( 1 minutes 11.520 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 c3e5e4a114..4839f01ee3 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
@@ -655,7 +655,7 @@ 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)
- 761.2812 763.1840 764.9640 755.6957 4.0159
+ 736.1836 736.1441 736.3634 736.0434 0.1336
@@ -682,7 +682,7 @@ Other Tips
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 43.896 seconds)
+ **Total running time of the script:** ( 1 minutes 34.709 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 cc94212ef7..293f57ee99 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
=================
-**00:23.831** total execution time for **how_to_tune_with_autotvm** files:
+**00:23.857** 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``) | 00:23.792 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``) | 00:23.821 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``) | 00:00.022 | 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_mobile_gpu.py` (``tune_relay_mobile_gpu.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``) | 00:00.006 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_arm.py` (``tune_relay_arm.py``) | 00:00.005 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_cuda.py` (``tune_relay_cuda.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 3d7715800c..459f3de375 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: 0.037186
+ Time cost of this operator: 0.037124
diff --git a/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst.txt b/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst.txt
index 8ca5dbf042..693d5308af 100644
--- a/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst.txt
+++ b/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst.txt
@@ -274,7 +274,7 @@ device and returns the measured cost. Network overhead is excluded.
.. code-block:: none
- 1.23e-07 secs/op
+ 1.166e-07 secs/op
diff --git a/docs/_sources/how_to/tutorials/optimize_llm.rst.txt b/docs/_sources/how_to/tutorials/optimize_llm.rst.txt
index 0e9ea38029..5cda029bbb 100644
--- a/docs/_sources/how_to/tutorials/optimize_llm.rst.txt
+++ b/docs/_sources/how_to/tutorials/optimize_llm.rst.txt
@@ -858,7 +858,7 @@ IRModule to generate the token.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 8.211 seconds)
+ **Total running time of the script:** ( 1 minutes 4.170 seconds)
.. _sphx_glr_download_how_to_tutorials_optimize_llm.py:
diff --git a/docs/_sources/how_to/tutorials/sg_execution_times.rst.txt b/docs/_sources/how_to/tutorials/sg_execution_times.rst.txt
index 80cdcdac23..f0d1483d5e 100644
--- a/docs/_sources/how_to/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/tutorials/sg_execution_times.rst.txt
@@ -5,14 +5,14 @@
Computation times
=================
-**01:10.560** total execution time for **how_to_tutorials** files:
+**01:06.460** total execution time for **how_to_tutorials** files:
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` (``optimize_llm.py``) | 01:08.211 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` (``optimize_llm.py``) | 01:04.170 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``customize_opt.py``) | 00:00.863 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``customize_opt.py``) | 00:00.816 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``) | 00:00.806 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``) | 00:00.778 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``e2e_opt_model.py``) | 00:00.681 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``e2e_opt_model.py``) | 00:00.695 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
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 79633adab6..f4b089dd0a 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 306.5 98.391 (1, 2, 10, 10, 3) 2 1 [306.5]
- tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 4.055 1.302 (1, 6, 10, 10) 1 1 [4.055]
- tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.957 0.307 (1, 1, 10, 10, 3) 1 1 [0.957]
- Total_time - 311.512 - - - - -
+ tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 296.5 98.753 (1, 2, 10, 10, 3) 2 1 [296.5]
+ tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.804 0.934 (1, 6, 10, 10) 1 1 [2.804]
+ tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.94 0.313 (1, 1, 10, 10, 3) 1 1 [0.94]
+ Total_time - 300.244 - - - - -
@@ -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 139.6 98.159 (1, 6, 10, 10, 1) 2 1 [139.6]
- tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.776 1.249 (1, 6, 10, 10) 1 1 [1.776]
- tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.842 0.592 (1, 3, 10, 10, 1) 1 1 [0.842]
- Total_time - 142.218 - - - - -
+ tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 100.8 97.533 (1, 6, 10, 10, 1) 2 1 [100.8]
+ tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.733 1.677 (1, 6, 10, 10) 1 1 [1.733]
+ tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.817 0.79 (1, 3, 10, 10, 1) 1 1 [0.817]
+ Total_time - 103.35 - - - - -
@@ -439,7 +439,7 @@ Timing the tuned program
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 24.563 seconds)
+ **Total running time of the script:** ( 1 minutes 23.684 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 049a501c13..74e4fd96f5 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] 100%|##########| 3.42M/3.42M [00:00<00:00, 81.7MB/s]
+ 0%| | 0.00/3.42M [00:00<?, ?B/s] 21%|##1 | 752k/3.42M [00:00<00:00, 7.65MB/s] 100%|##########| 3.42M/3.42M [00:00<00:00, 23.7MB/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,
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/ao/nn/quantized/modules/__init__.py:97: TracerWarning: Converting a tensor to a Python float might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
@@ -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 32.088 seconds)
+ **Total running time of the script:** ( 1 minutes 28.205 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 768fbeed6c..e39d4c6bda 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
@@ -218,7 +218,7 @@ take about **2 minutes** to download the Stanford Cars, while COCO 2017 validati
.. code-block:: none
- '/tmp/tmpivydmdyf/images/random'
+ '/tmp/tmpv2063kvl/images/random'
@@ -318,8 +318,8 @@ objects to other stuff? We can display some examples from our datasets using ``m
.. code-block:: none
- /tmp/tmpivydmdyf/images/target contains 8144 images
- /tmp/tmpivydmdyf/images/random contains 5000 images
+ /tmp/tmpv2063kvl/images/target contains 8144 images
+ /tmp/tmpv2063kvl/images/random contains 5000 images
@@ -494,13 +494,13 @@ the time on our validation set).
.. code-block:: none
Epoch 1/3
- 328/328 - 48s - loss: 0.2241 - accuracy: 0.9226 - val_loss: 0.1751 - val_accuracy: 0.9373 - 48s/epoch - 145ms/step
+ 328/328 - 47s - loss: 0.2373 - accuracy: 0.9168 - val_loss: 0.1218 - val_accuracy: 0.9600 - 47s/epoch - 144ms/step
Epoch 2/3
- 328/328 - 44s - loss: 0.1054 - accuracy: 0.9616 - val_loss: 0.0873 - val_accuracy: 0.9698 - 44s/epoch - 134ms/step
+ 328/328 - 44s - loss: 0.1060 - accuracy: 0.9621 - val_loss: 0.1243 - val_accuracy: 0.9535 - 44s/epoch - 133ms/step
Epoch 3/3
- 328/328 - 44s - loss: 0.0656 - accuracy: 0.9737 - val_loss: 0.0922 - val_accuracy: 0.9698 - 44s/epoch - 134ms/step
+ 328/328 - 44s - loss: 0.0655 - accuracy: 0.9757 - val_loss: 0.0900 - val_accuracy: 0.9721 - 44s/epoch - 133ms/step
- <keras.callbacks.History object at 0x7f5997dfe940>
+ <keras.callbacks.History object at 0x7fb2a8014e80>
@@ -861,7 +861,7 @@ 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:** ( 5 minutes 23.256 seconds)
+ **Total running time of the script:** ( 5 minutes 34.472 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 7927f07b0a..481b4fb0dc 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
=================
-**08:53.788** total execution time for **how_to_work_with_microtvm** files:
+**08:56.648** total execution time for **how_to_work_with_microtvm** files:
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_train.py` (``micro_train.py``) | 05:23.256 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_train.py` (``micro_train.py``) | 05:34.472 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_pytorch.py` (``micro_pytorch.py``) | 01:32.088 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_pytorch.py` (``micro_pytorch.py``) | 01:28.205 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``) | 01:24.563 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``) | 01:23.684 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_aot.py` (``micro_aot.py``) | 00:13.243 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_aot.py` (``micro_aot.py``) | 00:11.694 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_custom_ide.py` (``micro_custom_ide.py``) | 00:12.352 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_custom_ide.py` (``micro_custom_ide.py``) | 00:10.157 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``) | 00:08.287 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``) | 00:08.436 | 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 97b03b0ad1..20b8b8c94e 100644
--- a/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/work_with_relay/sg_execution_times.rst.txt
@@ -5,14 +5,14 @@
Computation times
=================
-**00:41.134** total execution time for **how_to_work_with_relay** files:
+**00:39.225** 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``) | 00:35.312 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_using_pipeline_executor.py` (``using_pipeline_executor.py``) | 00:33.414 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``) | 00:03.885 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``) | 00:03.771 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``) | 00:01.931 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``) | 00:02.034 | 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/sg_execution_times.rst.txt b/docs/_sources/how_to/work_with_schedules/sg_execution_times.rst.txt
index 0e266933ae..fefa62dfe5 100644
--- a/docs/_sources/how_to/work_with_schedules/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/work_with_schedules/sg_execution_times.rst.txt
@@ -5,20 +5,20 @@
Computation times
=================
-**00:03.185** total execution time for **how_to_work_with_schedules** files:
+**00:03.110** total execution time for **how_to_work_with_schedules** files:
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``) | 00:01.418 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``) | 00:01.487 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``) | 00:00.734 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``) | 00:00.673 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``) | 00:00.715 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``) | 00:00.662 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``) | 00:00.131 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``) | 00:00.125 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_tedd.py` (``tedd.py``) | 00:00.078 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_schedule_primitives.py` (``schedule_primitives.py``) | 00:00.068 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_schedule_primitives.py` (``schedule_primitives.py``) | 00:00.071 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_tedd.py` (``tedd.py``) | 00:00.064 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_tuple_inputs.py` (``tuple_inputs.py``) | 00:00.038 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_tuple_inputs.py` (``tuple_inputs.py``) | 00:00.032 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
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 d09d082821..4f5d2d33b0 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 31.58s!
+ yolov3-tiny inference graph built in 27.11s!
@@ -447,7 +447,7 @@ Download test image
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 8.574 seconds)
+ **Total running time of the script:** ( 1 minutes 3.378 seconds)
.. _sphx_glr_download_topic_vta_tutorials_frontend_deploy_detection.py:
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 89caff74cc..1a2f2c03ea 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
@@ -5,8 +5,8 @@
Computation times
=================
-**01:08.574** total execution time for **topic_vta_tutorials_frontend** files:
+**01:03.378** total execution time for **topic_vta_tutorials_frontend** files:
+--------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``) | 01:08.574 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``) | 01:03.378 | 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 a0d0adc5e2..8923758dd1 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
=================
-**00:03.340** total execution time for **topic_vta_tutorials_optimize** files:
+**00:03.256** total execution time for **topic_vta_tutorials_optimize** files:
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``) | 00:02.848 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``) | 00:02.774 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``) | 00:00.492 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``) | 00:00.482 | 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 c3144ca586..7eb5b317aa 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
=================
-**00:00.858** total execution time for **topic_vta_tutorials** files:
+**00:00.813** total execution time for **topic_vta_tutorials** files:
+---------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``) | 00:00.470 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``) | 00:00.444 | 0.0 MB |
+---------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``) | 00:00.388 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``) | 00:00.369 | 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 56618a19a0..12eb671b9c 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: 95.000 ms
+ Execution time of this operator: 89.482 ms
@@ -434,7 +441,7 @@ operations.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 48.842 seconds)
+ **Total running time of the script:** ( 1 minutes 45.611 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 704fac4de8..3225f9739c 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: 11.65/11.65 result: MeasureResult(costs=(0.023041712,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.777299165725708, timestamp=1725663568.3777757) [('tile_y', [-1, 128]), ('tile_x', [-1, 512])],None,97
- No: 2 GFLOPS: 6.27/11.65 result: MeasureResult(costs=(0.042800298800000004,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.0495128631591797, timestamp=1725663569.3223407) [('tile_y', [-1, 2]), ('tile_x', [-1, 4])],None,21
- No: 3 GFLOPS: 9.56/11.65 result: MeasureResult(costs=(0.0280821706,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.904273509979248, timestamp=1725663570.038587) [('tile_y', [-1, 512]), ('tile_x', [-1, 128])],None,79
- No: 4 GFLOPS: 1.34/11.65 result: MeasureResult(costs=(0.2006064348,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.570726156234741, timestamp=1725663573.500691) [('tile_y', [-1, 2]), ('tile_x', [-1, 1])],None,1
- No: 5 GFLOPS: 8.37/11.65 result: MeasureResult(costs=(0.03206486,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.8186891078948975, timestamp=1725663574.4627044) [('tile_y', [-1, 2]), ('tile_x', [-1, 16])],None,41
- No: 6 GFLOPS: 11.56/11.65 result: MeasureResult(costs=(0.023222786,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.678607702255249, timestamp=1725663575.0955198) [('tile_y', [-1, 16]), ('tile_x', [-1, 16])],None,44
- No: 7 GFLOPS: 11.48/11.65 result: MeasureResult(costs=(0.0233797834,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6936631202697754, timestamp=1725663575.7312243) [('tile_y', [-1, 128]), ('tile_x', [-1, 32])],None,57
- No: 8 GFLOPS: 9.31/11.65 result: MeasureResult(costs=(0.028818813999999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7964403629302979, timestamp=1725663576.4549034) [('tile_y', [-1, 1]), ('tile_x', [-1, 128])],None,70
- No: 9 GFLOPS: 12.82/12.82 result: MeasureResult(costs=(0.0209385228,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5827445983886719, timestamp=1725663577.1490111) [('tile_y', [-1, 256]), ('tile_x', [-1, 64])],None,68
- No: 10 GFLOPS: 9.60/12.82 result: MeasureResult(costs=(0.027967166999999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6719539165496826, timestamp=1725663577.858443) [('tile_y', [-1, 1]), ('tile_x', [-1, 512])],None,90
+ No: 1 GFLOPS: 14.27/14.27 result: MeasureResult(costs=(0.018814651199999997,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7348248958587646, timestamp=1725695908.2907557) [('tile_y', [-1, 128]), ('tile_x', [-1, 64])],None,67
+ No: 2 GFLOPS: 10.88/14.27 result: MeasureResult(costs=(0.0246683924,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7778539657592773, timestamp=1725695908.9375796) [('tile_y', [-1, 8]), ('tile_x', [-1, 32])],None,53
+ No: 3 GFLOPS: 10.22/14.27 result: MeasureResult(costs=(0.026271124400000002,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.776991605758667, timestamp=1725695909.610498) [('tile_y', [-1, 2]), ('tile_x', [-1, 64])],None,61
+ No: 4 GFLOPS: 3.90/14.27 result: MeasureResult(costs=(0.0687835504,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.4595913887023926, timestamp=1725695910.9625206) [('tile_y', [-1, 32]), ('tile_x', [-1, 8])],None,35
+ No: 5 GFLOPS: 1.06/14.27 result: MeasureResult(costs=(0.2536702224,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.343624114990234, timestamp=1725695915.4213743) [('tile_y', [-1, 32]), ('tile_x', [-1, 2])],None,15
+ No: 6 GFLOPS: 10.88/14.27 result: MeasureResult(costs=(0.0246795766,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6583719253540039, timestamp=1725695916.077882) [('tile_y', [-1, 1]), ('tile_x', [-1, 256])],None,80
+ No: 7 GFLOPS: 12.21/14.27 result: MeasureResult(costs=(0.0219881378,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6216640472412109, timestamp=1725695916.68805) [('tile_y', [-1, 128]), ('tile_x', [-1, 512])],None,97
+ No: 8 GFLOPS: 11.55/14.27 result: MeasureResult(costs=(0.0232353666,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6335327625274658, timestamp=1725695917.31581) [('tile_y', [-1, 256]), ('tile_x', [-1, 512])],None,98
+ No: 9 GFLOPS: 8.64/14.27 result: MeasureResult(costs=(0.0310579404,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7474734783172607, timestamp=1725695918.1870515) [('tile_y', [-1, 4]), ('tile_x', [-1, 4])],None,22
+ No: 10 GFLOPS: 9.76/14.27 result: MeasureResult(costs=(0.027494071800000002,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6988370418548584, timestamp=1725695918.8767173) [('tile_y', [-1, 4]), ('tile_x', [-1, 8])],None,32
diff --git a/docs/_sources/tutorial/autotvm_relay_x86.rst.txt b/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
index d2e932a29c..a027093bdd 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': 496.4135941800487, 'median': 496.2835919001009, 'std': 2.895604221392733}
+ {'mean': 463.8709566599209, 'median': 463.63977614983014, 'std': 0.6034464341266964}
@@ -582,32 +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: 10.94/ 19.81 GFLOPS | Progress: (4/20) | 10.60 s [Task 1/25] Current/Best: 17.26/ 19.81 GFLOPS | Progress: (8/20) | 14.45 s [Task 1/25] Current/Best: 17.96/ 20.09 GFLOPS | Progress: (12/20) | 17.74 s [Task 1/25] Current/Best: 6.45/ 20.09 GFLOPS | Progress: (16/20) | 20.73 s [Task 1/25] Current/Best: 18.15/ 20.09 GFLOPS | Progress: (20/20) | 23.98 s Done.
- [Task 2/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 2/25] Current/Best: 15.84/ 15.84 GFLOPS | Progress: (4/20) | 4.25 s [Task 2/25] Current/Best: 15.49/ 21.72 GFLOPS | Progress: (8/20) | 6.88 s [Task 2/25] Current/Best: 6.42/ 21.72 GFLOPS | Progress: (12/20) | 8.44 s [Task 2/25] Current/Best: 16.56/ 21.72 GFLOPS | Progress: (16/20) | 10.98 s [Task 2/25] Current/Best: 6.73/ 21.72 GFLOPS | Progress: (20/20) | 12.74 s Done.
- [Task 3/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 3/25] Current/Best: 13.03/ 19.80 GFLOPS | Progress: (4/20) | 6.44 s [Task 3/25] Current/Best: 20.56/ 20.81 GFLOPS | Progress: (8/20) | 8.56 s [Task 3/25] Current/Best: 20.44/ 23.86 GFLOPS | Progress: (12/20) | 10.61 s [Task 3/25] Current/Best: 7.64/ 24.36 GFLOPS | Progress: (16/20) | 14.34 s [Task 3/25] Current/Best: 14.77/ 24.36 GFLOPS | Progress: (20/20) | 17.00 s Done.
- [Task 4/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 4/25] Current/Best: 5.24/ 17.36 GFLOPS | Progress: (4/20) | 4.57 s [Task 4/25] Current/Best: 12.48/ 17.36 GFLOPS | Progress: (8/20) | 7.77 s [Task 4/25] Current/Best: 6.44/ 17.36 GFLOPS | Progress: (12/20) | 13.03 s [Task 4/25] Current/Best: 14.82/ 17.36 GFLOPS | Progress: (16/20) | 17.51 s [Task 4/25] Current/Best: 11.26/ 18.34 GFLOPS | Progress: (20/20) | 23.09 s Done.
- [Task 5/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 5/25] Current/Best: 12.18/ 15.74 GFLOPS | Progress: (4/20) | 4.72 s [Task 5/25] Current/Best: 18.19/ 18.19 GFLOPS | Progress: (8/20) | 6.58 s [Task 5/25] Current/Best: 10.52/ 18.19 GFLOPS | Progress: (12/20) | 9.01 s [Task 5/25] Current/Best: 13.90/ 18.19 GFLOPS | Progress: (16/20) | 11.35 s [Task 5/25] Current/Best: 14.23/ 18.19 GFLOPS | Progress: (20/20) | 13.55 s Done.
- [Task 6/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 6/25] Current/Best: 5.94/ 12.63 GFLOPS | Progress: (4/20) | 5.35 s [Task 6/25] Current/Best: 14.11/ 18.89 GFLOPS | Progress: (8/20) | 8.17 s [Task 6/25] Current/Best: 18.49/ 18.89 GFLOPS | Progress: (12/20) | 10.99 s [Task 6/25] Current/Best: 7.09/ 18.89 GFLOPS | Progress: (16/20) | 13.89 s [Task 6/25] Current/Best: 14.12/ 19.66 GFLOPS | Progress: (20/20) | 16.20 s Done.
- [Task 7/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 7/25] Current/Best: 9.28/ 14.71 GFLOPS | Progress: (4/20) | 5.17 s [Task 7/25] Current/Best: 7.37/ 21.75 GFLOPS | Progress: (8/20) | 7.37 s [Task 7/25] Current/Best: 11.63/ 21.75 GFLOPS | Progress: (12/20) | 9.94 s [Task 7/25] Current/Best: 15.77/ 23.36 GFLOPS | Progress: (16/20) | 13.50 s [Task 7/25] Current/Best: 19.00/ 23.36 GFLOPS | Progress: (20/20) | 15.48 s Done.
- [Task 8/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 8/25] Current/Best: 7.71/ 13.62 GFLOPS | Progress: (4/20) | 7.74 s [Task 8/25] Current/Best: 8.13/ 13.62 GFLOPS | Progress: (8/20) | 15.69 s [Task 8/25] Current/Best: 6.97/ 13.62 GFLOPS | Progress: (12/20) | 19.63 s [Task 8/25] Current/Best: 10.77/ 17.87 GFLOPS | Progress: (16/20) | 24.00 s [Task 8/25] Current/Best: 14.17/ 17.87 GFLOPS | Progress: (20/20) | 32.31 s Done.
- [Task 9/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 9/25] Current/Best: 16.86/ 16.86 GFLOPS | Progress: (4/20) | 4.90 s [Task 9/25] Current/Best: 13.95/ 17.12 GFLOPS | Progress: (8/20) | 8.01 s [Task 9/25] Current/Best: 20.33/ 20.33 GFLOPS | Progress: (12/20) | 19.24 s [Task 9/25] Current/Best: 18.35/ 22.34 GFLOPS | Progress: (16/20) | 24.88 s [Task 9/25] Current/Best: 16.58/ 22.34 GFLOPS | Progress: (20/20) | 30.71 s [Task 10/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 10/25] Current/Best: 6.24/ 11.50 GFLOPS | Progress: (4/20) | 4.62 s [Task 10/25] Current/Best: 3.09/ 17.47 GFLOPS | Progress: (8/20) | 7.20 s [Task 10/25] Current/Best: 9.74/ 17.47 GFLOPS | Progress: (12/20) | 9.49 s [Task 10/25] Current/Best: 7.90/ 17.67 GFLOPS | Progress: (16/20) | 11.21 s [Task 10/25] Current/Best: 13.13/ 17.67 GFLOPS | Progress: (20/20)
| 13.48 s Done.
- [Task 11/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 11/25] Current/Best: 6.40/ 22.12 GFLOPS | Progress: (4/20) | 4.85 s [Task 11/25] Current/Best: 6.16/ 22.12 GFLOPS | Progress: (8/20) | 7.27 s [Task 11/25] Current/Best: 19.16/ 22.12 GFLOPS | Progress: (12/20) | 10.67 s [Task 11/25] Current/Best: 7.04/ 22.12 GFLOPS | Progress: (16/20) | 13.66 s [Task 11/25] Current/Best: 13.15/ 22.12 GFLOPS | Progress: (20/20) | 16.52 s Done.
- [Task 12/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 12/25] Current/Best: 8.79/ 13.60 GFLOPS | Progress: (4/20) | 5.19 s [Task 12/25] Current/Best: 12.23/ 17.44 GFLOPS | Progress: (8/20) | 8.57 s [Task 12/25] Current/Best: 15.28/ 18.72 GFLOPS | Progress: (12/20) | 11.25 s [Task 12/25] Current/Best: 15.42/ 18.72 GFLOPS | Progress: (16/20) | 13.49 s [Task 12/25] Current/Best: 13.42/ 18.72 GFLOPS | Progress: (20/20) | 15.88 s Done.
- [Task 13/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 13/25] Current/Best: 16.82/ 18.48 GFLOPS | Progress: (4/20) | 5.89 s [Task 13/25] Current/Best: 12.35/ 18.48 GFLOPS | Progress: (8/20) | 8.56 s [Task 13/25] Current/Best: 20.27/ 20.27 GFLOPS | Progress: (12/20) | 10.89 s [Task 13/25] Current/Best: 17.97/ 20.27 GFLOPS | Progress: (16/20) | 13.42 s [Task 13/25] Current/Best: 7.93/ 20.27 GFLOPS | Progress: (20/20) | 16.05 s Done.
- [Task 14/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 14/25] Current/Best: 8.20/ 16.63 GFLOPS | Progress: (4/20) | 6.26 s [Task 14/25] Current/Best: 13.89/ 16.63 GFLOPS | Progress: (8/20) | 16.38 s [Task 14/25] Current/Best: 14.05/ 16.63 GFLOPS | Progress: (12/20) | 24.85 s [Task 14/25] Current/Best: 13.24/ 16.63 GFLOPS | Progress: (16/20) | 28.67 s [Task 14/25] Current/Best: 7.77/ 16.63 GFLOPS | Progress: (20/20) | 36.27 s Done.
- [Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 15/25] Current/Best: 9.84/ 22.63 GFLOPS | Progress: (4/20) | 5.25 s [Task 15/25] Current/Best: 19.31/ 22.63 GFLOPS | Progress: (8/20) | 13.05 s [Task 15/25] Current/Best: 13.98/ 22.63 GFLOPS | Progress: (12/20) | 16.77 s [Task 15/25] Current/Best: 18.40/ 22.63 GFLOPS | Progress: (16/20) | 27.89 s [Task 15/25] Current/Best: 7.93/ 22.63 GFLOPS | Progress: (20/20) | 38.91 s [Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 16/25] Current/Best: 17.90/ 19.42 GFLOPS | Progress: (4/20) | 5.28 s [Task 16/25] Current/Best: 16.59/ 19.42 GFLOPS | Progress: (8/20) | 7.65 s [Task 16/25] Current/Best: 6.74/ 19.42 GFLOPS | Progress: (12/20) | 9.28 s [Task 16/25] Current/Best: 11.03/ 19.42 GFLOPS | Progress: (16/20) | 12.55 s Done.
- Done.
- [Task 16/25] Current/Best: 14.44/ 19.42 GFLOPS | Progress: (20/20) | 15.31 s Done.
- [Task 17/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 17/25] Current/Best: 18.43/ 20.09 GFLOPS | Progress: (4/20) | 6.27 s [Task 17/25] Current/Best: 20.93/ 23.53 GFLOPS | Progress: (8/20) | 9.59 s [Task 17/25] Current/Best: 12.77/ 23.53 GFLOPS | Progress: (12/20) | 12.57 s [Task 17/25] Current/Best: 16.32/ 23.53 GFLOPS | Progress: (16/20) | 14.93 s [Task 17/25] Current/Best: 11.74/ 23.53 GFLOPS | Progress: (20/20) | 18.45 s Done.
- [Task 18/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 18/25] Current/Best: 13.28/ 15.18 GFLOPS | Progress: (4/20) | 4.81 s [Task 18/25] Current/Best: 13.21/ 15.70 GFLOPS | Progress: (8/20) | 10.31 s [Task 18/25] Current/Best: 9.77/ 15.70 GFLOPS | Progress: (12/20) | 14.86 s [Task 18/25] Current/Best: 19.95/ 19.95 GFLOPS | Progress: (16/20) | 16.99 s [Task 18/25] Current/Best: 13.44/ 19.95 GFLOPS | Progress: (20/20) | 19.60 s Done.
- [Task 19/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 19/25] Current/Best: 13.71/ 19.05 GFLOPS | Progress: (4/20) | 5.57 s [Task 19/25] Current/Best: 9.81/ 19.05 GFLOPS | Progress: (8/20) | 10.31 s [Task 19/25] Current/Best: 18.51/ 19.05 GFLOPS | Progress: (12/20) | 13.77 s [Task 19/25] Current/Best: 18.02/ 19.05 GFLOPS | Progress: (16/20) | 17.53 s [Task 19/25] Current/Best: 9.03/ 19.05 GFLOPS | Progress: (20/20) | 22.78 s Done.
- [Task 20/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 20/25] Current/Best: 17.48/ 17.97 GFLOPS | Progress: (4/20) | 6.22 s [Task 20/25] Current/Best: 2.54/ 17.97 GFLOPS | Progress: (8/20) | 9.77 s [Task 20/25] Current/Best: 13.69/ 17.97 GFLOPS | Progress: (12/20) | 12.36 s [Task 20/25] Current/Best: 11.76/ 17.97 GFLOPS | Progress: (16/20) | 16.16 s [Task 20/25] Current/Best: 7.92/ 18.73 GFLOPS | Progress: (20/20) | 19.84 s Done.
- [Task 21/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 21/25] Current/Best: 17.24/ 19.11 GFLOPS | Progress: (4/20) | 13.61 s [Task 21/25] Current/Best: 7.33/ 19.11 GFLOPS | Progress: (8/20) | 19.11 s [Task 21/25] Current/Best: 12.40/ 20.50 GFLOPS | Progress: (12/20) | 21.04 s [Task 21/25] Current/Best: 21.33/ 22.14 GFLOPS | Progress: (16/20) | 32.18 s [Task 21/25] Current/Best: 1.62/ 22.14 GFLOPS | Progress: (20/20) | 43.98 s [Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 22/25] Current/Best: 6.20/ 12.71 GFLOPS | Progress: (4/20) | 6.15 s [Task 22/25] Current/Best: 20.41/ 20.41 GFLOPS | Progress: (8/20) | 7.81 s [Task 22/25] Current/Best: 11.95/ 20.41 GFLOPS | Progress: (12/20) | 9.95 s [Task 22/25] Current/Best: 4.58/ 20.41 GFLOPS | Progress: (16/20) | 12.53 s [Task 22/25] Current/Best: 18.31/ 20.41 GFLOPS | Progress: (20/2
0) | 14.42 s Done.
- [Task 23/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 23/25] Current/Best: 20.15/ 20.15 GFLOPS | Progress: (4/20) | 5.29 s [Task 23/25] Current/Best: 1.55/ 20.15 GFLOPS | Progress: (8/20) | 9.71 s [Task 23/25] Current/Best: 6.13/ 21.94 GFLOPS | Progress: (12/20) | 13.64 s [Task 23/25] Current/Best: 11.38/ 21.94 GFLOPS | Progress: (16/20) | 17.11 s [Task 23/25] Current/Best: 21.97/ 21.97 GFLOPS | Progress: (20/20) | 23.15 s Done.
- [Task 24/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 24/25] Current/Best: 2.54/ 5.67 GFLOPS | Progress: (4/20) | 7.66 s [Task 24/25] Current/Best: 9.38/ 9.38 GFLOPS | Progress: (8/20) | 11.77 s [Task 24/25] Current/Best: 0.57/ 9.38 GFLOPS | Progress: (12/20) | 22.85 s [Task 24/25] Current/Best: 9.29/ 9.47 GFLOPS | Progress: (16/20) | 26.00 s [Task 24/25] Current/Best: 1.25/ 9.47 GFLOPS | Progress: (20/20) | 28.53 s [Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 25/25] Current/Best: 4.00/ 9.40 GFLOPS | Progress: (4/20) | 13.51 s Done.
- Done.
- [Task 25/25] Current/Best: 5.79/ 9.40 GFLOPS | Progress: (8/20) | 22.70 s [Task 25/25] Current/Best: 8.67/ 9.40 GFLOPS | Progress: (12/20) | 24.76 s [Task 25/25] Current/Best: 5.92/ 9.40 GFLOPS | Progress: (16/20) | 27.02 s [Task 25/25] Current/Best: 8.10/ 9.49 GFLOPS | Progress: (20/20) | 34.10 s Done.
-
+ [Task 1/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 1/25] Current/Best: 18.60/ 21.76 GFLOPS | Progress: (4/20) | 9.62 s [Task 1/25] Current/Best: 9.76/ 21.76 GFLOPS | Progress: (8/20) | 12.48 s [Task 1/25] Current/Best: 11.12/ 21.76 GFLOPS | Progress: (12/20) | 19.90 s [Task 1/25] Current/Best: 11.91/ 21.76 GFLOPS | Progress: (16/20) | 23.23 s [Task 1/25] Current/Best: 16.22/ 21.76 GFLOPS | Progress: (20/20) | 26.30 s Done.
+ [Task 2/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 2/25] Current/Best: 7.00/ 19.59 GFLOPS | Progress: (4/20) | 3.81 s [Task 2/25] Current/Best: 6.19/ 19.59 GFLOPS | Progress: (8/20) | 5.23 s [Task 2/25] Current/Best: 17.42/ 19.59 GFLOPS | Progress: (12/20) | 6.87 s [Task 2/25] Current/Best: 13.11/ 21.76 GFLOPS | Progress: (16/20) | 8.41 s [Task 2/25] Current/Best: 20.30/ 21.76 GFLOPS | Progress: (20/20) | 9.83 s Done.
+ [Task 3/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 3/25] Current/Best: 6.03/ 23.52 GFLOPS | Progress: (4/20) | 4.97 s [Task 3/25] Current/Best: 12.23/ 23.52 GFLOPS | Progress: (8/20) | 7.23 s [Task 3/25] Current/Best: 14.71/ 23.54 GFLOPS | Progress: (12/20) | 9.58 s [Task 3/25] Current/Best: 8.00/ 23.54 GFLOPS | Progress: (16/20) | 11.78 s [Task 3/25] Current/Best: 6.59/ 24.02 GFLOPS | Progress: (20/20) | 13.90 s Done.
+ [Task 4/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 4/25] Current/Best: 8.17/ 17.38 GFLOPS | Progress: (4/20) | 4.29 s [Task 4/25] Current/Best: 19.94/ 19.94 GFLOPS | Progress: (8/20) | 8.37 s [Task 4/25] Current/Best: 13.72/ 19.94 GFLOPS | Progress: (12/20) | 11.71 s [Task 4/25] Current/Best: 14.92/ 19.94 GFLOPS | Progress: (16/20) | 13.60 s [Task 4/25] Current/Best: 4.84/ 19.94 GFLOPS | Progress: (20/20) | 15.59 s Done.
+ [Task 5/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 5/25] Current/Best: 3.73/ 15.20 GFLOPS | Progress: (4/20) | 4.75 s [Task 5/25] Current/Best: 16.15/ 18.32 GFLOPS | Progress: (8/20) | 6.58 s [Task 5/25] Current/Best: 17.65/ 18.32 GFLOPS | Progress: (12/20) | 8.35 s [Task 5/25] Current/Best: 15.91/ 18.52 GFLOPS | Progress: (16/20) | 10.24 s [Task 5/25] Current/Best: 3.30/ 24.19 GFLOPS | Progress: (20/20) | 12.43 s Done.
+ [Task 6/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 6/25] Current/Best: 16.56/ 23.60 GFLOPS | Progress: (4/20) | 4.88 s [Task 6/25] Current/Best: 12.68/ 23.60 GFLOPS | Progress: (8/20) | 8.04 s [Task 6/25] Current/Best: 16.39/ 23.60 GFLOPS | Progress: (12/20) | 12.27 s [Task 6/25] Current/Best: 6.51/ 23.60 GFLOPS | Progress: (16/20) | 15.22 s [Task 6/25] Current/Best: 14.85/ 23.60 GFLOPS | Progress: (20/20) | 18.73 s Done.
+ [Task 7/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 7/25] Current/Best: 12.91/ 19.50 GFLOPS | Progress: (4/20) | 5.18 s [Task 7/25] Current/Best: 14.75/ 19.50 GFLOPS | Progress: (8/20) | 7.66 s [Task 7/25] Current/Best: 14.34/ 20.03 GFLOPS | Progress: (12/20) | 10.46 s [Task 7/25] Current/Best: 20.01/ 20.03 GFLOPS | Progress: (16/20) | 12.62 s [Task 7/25] Current/Best: 23.73/ 23.73 GFLOPS | Progress: (20/20) | 14.59 s Done.
+ [Task 8/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 8/25] Current/Best: 13.33/ 14.41 GFLOPS | Progress: (4/20) | 5.80 s [Task 8/25] Current/Best: 20.17/ 20.29 GFLOPS | Progress: (8/20) | 7.93 s [Task 8/25] Current/Best: 14.34/ 20.29 GFLOPS | Progress: (12/20) | 10.79 s [Task 8/25] Current/Best: 4.71/ 20.29 GFLOPS | Progress: (16/20) | 14.48 s [Task 8/25] Current/Best: 12.44/ 20.29 GFLOPS | Progress: (20/20) | 17.34 s Done.
+ [Task 9/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 9/25] Current/Best: 7.80/ 19.47 GFLOPS | Progress: (4/20) | 5.57 s [Task 9/25] Current/Best: 13.92/ 19.47 GFLOPS | Progress: (8/20) | 11.41 s [Task 9/25] Current/Best: 18.97/ 22.87 GFLOPS | Progress: (12/20) | 13.39 s [Task 9/25] Current/Best: 20.60/ 23.49 GFLOPS | Progress: (16/20) | 16.10 s [Task 9/25] Current/Best: 1.99/ 23.49 GFLOPS | Progress: (20/20) | 27.12 s Done.
+ [Task 10/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 10/25] Current/Best: 7.61/ 22.69 GFLOPS | Progress: (4/20) | 4.27 s [Task 10/25] Current/Best: 16.96/ 22.69 GFLOPS | Progress: (8/20) | 5.88 s [Task 10/25] Current/Best: 22.33/ 22.69 GFLOPS | Progress: (12/20) | 7.98 s [Task 10/25] Current/Best: 8.82/ 22.69 GFLOPS | Progress: (16/20) | 9.84 s [Task 10/25] Current/Best: 16.81/ 22.69 GFLOPS | Progress: (20/20) | 11.58 s Done.
+ [Task 11/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 11/25] Current/Best: 17.68/ 22.31 GFLOPS | Progress: (4/20) | 5.96 s [Task 11/25] Current/Best: 19.28/ 24.16 GFLOPS | Progress: (8/20) | 7.95 s [Task 11/25] Current/Best: 15.24/ 24.16 GFLOPS | Progress: (12/20) | 10.72 s [Task 11/25] Current/Best: 22.77/ 24.16 GFLOPS | Progress: (16/20) | 12.87 s [Task 11/25] Current/Best: 8.89/ 24.16 GFLOPS | Progress: (20/20) | 14.97 s Done.
+ [Task 12/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 12/25] Current/Best: 16.53/ 16.53 GFLOPS | Progress: (4/20) | 4.60 s [Task 12/25] Current/Best: 9.89/ 16.53 GFLOPS | Progress: (8/20) | 9.89 s [Task 12/25] Current/Best: 4.41/ 18.23 GFLOPS | Progress: (12/20) | 13.08 s [Task 12/25] Current/Best: 15.99/ 21.78 GFLOPS | Progress: (16/20) | 15.29 s [Task 12/25] Current/Best: 12.48/ 21.78 GFLOPS | Progress: (20/20) | 19.38 s Done.
+ [Task 13/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 13/25] Current/Best: 19.97/ 21.87 GFLOPS | Progress: (4/20) | 5.79 s [Task 13/25] Current/Best: 21.07/ 21.87 GFLOPS | Progress: (8/20) | 8.72 s [Task 13/25] Current/Best: 12.64/ 21.87 GFLOPS | Progress: (12/20) | 11.54 s [Task 13/25] Current/Best: 19.39/ 21.87 GFLOPS | Progress: (16/20) | 13.86 s [Task 13/25] Current/Best: 16.63/ 23.12 GFLOPS | Progress: (20/20) | 16.27 s Done.
+ [Task 14/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 14/25] Current/Best: 8.95/ 17.28 GFLOPS | Progress: (4/20) | 8.56 s [Task 14/25] Current/Best: 13.16/ 17.81 GFLOPS | Progress: (8/20) | 15.79 s [Task 14/25] Current/Best: 21.84/ 21.84 GFLOPS | Progress: (12/20) | 18.02 s [Task 14/25] Current/Best: 15.17/ 21.84 GFLOPS | Progress: (16/20) | 20.69 s [Task 14/25] Current/Best: 18.01/ 21.84 GFLOPS | Progress: (20/20) | 25.65 s Done.
+ [Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 15/25] Current/Best: 16.57/ 18.83 GFLOPS | Progress: (4/20) | 5.11 s [Task 15/25] Current/Best: 6.34/ 18.83 GFLOPS | Progress: (8/20) | 13.91 s [Task 15/25] Current/Best: 11.37/ 19.21 GFLOPS | Progress: (12/20) | 16.13 s [Task 15/25] Current/Best: 17.98/ 22.03 GFLOPS | Progress: (16/20) | 17.91 s [Task 15/25] Current/Best: 13.08/ 22.03 GFLOPS | Progress: (20/20) | 24.40 s Done.
+ [Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 16/25] Current/Best: 15.81/ 15.81 GFLOPS | Progress: (4/20) | 4.44 s [Task 16/25] Current/Best: 14.68/ 18.84 GFLOPS | Progress: (8/20) | 6.07 s [Task 16/25] Current/Best: 17.11/ 19.33 GFLOPS | Progress: (12/20) | 8.84 s [Task 16/25] Current/Best: 9.02/ 19.33 GFLOPS | Progress: (16/20) | 10.61 s [Task 16/25] Current/Best: 9.52/ 19.33 GFLOPS | Progress: (20/20) | 13.41 s Done.
+ [Task 17/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 17/25] Current/Best: 21.44/ 24.07 GFLOPS | Progress: (4/20) | 4.70 s [Task 17/25] Current/Best: 3.21/ 24.07 GFLOPS | Progress: (8/20) | 8.10 s [Task 17/25] Current/Best: 15.95/ 24.07 GFLOPS | Progress: (12/20) | 11.42 s [Task 17/25] Current/Best: 8.76/ 24.07 GFLOPS | Progress: (16/20) | 14.37 s [Task 17/25] Current/Best: 20.91/ 24.07 GFLOPS | Progress: (20/20) | 16.28 s Done.
+ [Task 18/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 18/25] Current/Best: 6.22/ 18.05 GFLOPS | Progress: (4/20) | 4.48 s [Task 18/25] Current/Best: 12.27/ 21.82 GFLOPS | Progress: (8/20) | 7.57 s [Task 18/25] Current/Best: 7.52/ 21.82 GFLOPS | Progress: (12/20) | 11.64 s [Task 18/25] Current/Best: 19.24/ 21.82 GFLOPS | Progress: (16/20) | 14.33 s [Task 18/25] Current/Best: 12.54/ 21.82 GFLOPS | Progress: (20/20) | 17.62 s Done.
+ [Task 19/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 19/25] Current/Best: 19.07/ 22.34 GFLOPS | Progress: (4/20) | 5.77 s [Task 19/25] Current/Best: 20.97/ 22.34 GFLOPS | Progress: (8/20) | 9.32 s [Task 19/25] Current/Best: 7.51/ 22.84 GFLOPS | Progress: (12/20) | 12.02 s [Task 19/25] Current/Best: 14.10/ 22.84 GFLOPS | Progress: (16/20) | 15.89 s [Task 19/25] Current/Best: 12.57/ 22.84 GFLOPS | Progress: (20/20) | 18.90 s Done.
+ [Task 20/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 20/25] Current/Best: 7.89/ 14.68 GFLOPS | Progress: (4/20) | 12.20 s [Task 20/25] Current/Best: 10.94/ 14.68 GFLOPS | Progress: (8/20) | 15.95 s [Task 20/25] Current/Best: 17.13/ 21.87 GFLOPS | Progress: (12/20) | 20.29 s [Task 20/25] Current/Best: 16.45/ 21.87 GFLOPS | Progress: (16/20) | 27.97 s [Task 20/25] Current/Best: 15.96/ 21.87 GFLOPS | Progress: (20/20) | 34.21 s Done.
+ [Task 21/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 21/25] Current/Best: 18.59/ 21.43 GFLOPS | Progress: (4/20) | 5.66 s [Task 21/25] Current/Best: 13.08/ 21.43 GFLOPS | Progress: (8/20) | 16.72 s [Task 21/25] Current/Best: 10.04/ 21.43 GFLOPS | Progress: (12/20) | 21.19 s [Task 21/25] Current/Best: 5.54/ 21.43 GFLOPS | Progress: (16/20) | 23.36 s [Task 21/25] Current/Best: 10.68/ 21.43 GFLOPS | Progress: (20/20) | 28.98 s [Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 22/25] Current/Best: 3.82/ 22.92 GFLOPS | Progress: (4/20) | 4.21 s [Task 22/25] Current/Best: 3.20/ 22.92 GFLOPS | Progress: (8/20) | 8.05 s [Task 22/25] Current/Best: 9.42/ 22.92 GFLOPS | Progress: (12/20) | 10.12 s [Task 22/25] Current/Best: 12.61/ 22.92 GFLOPS | Progress: (16/20) | 12.06 s [Task 22/25] Current/Best: 18.35/ 22.92 GFLOPS | Progress: (20/2
0) | 13.70 s Done.
+ [Task 23/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 23/25] Current/Best: 15.87/ 23.81 GFLOPS | Progress: (4/20) | 4.93 s [Task 23/25] Current/Best: 20.25/ 23.81 GFLOPS | Progress: (8/20) | 10.40 s [Task 23/25] Current/Best: 23.64/ 23.81 GFLOPS | Progress: (12/20) | 13.05 s [Task 23/25] Current/Best: 10.02/ 23.81 GFLOPS | Progress: (16/20) | 16.98 s [Task 23/25] Current/Best: 2.79/ 23.81 GFLOPS | Progress: (20/20) | 25.07 s Done.
+ [Task 24/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 24/25] Current/Best: 3.85/ 6.15 GFLOPS | Progress: (4/20) | 13.45 s [Task 24/25] Current/Best: 4.32/ 10.56 GFLOPS | Progress: (8/20) | 17.07 s [Task 24/25] Current/Best: 4.59/ 10.56 GFLOPS | Progress: (12/20) | 19.72 s [Task 24/25] Current/Best: 1.22/ 10.56 GFLOPS | Progress: (16/20) | 24.37 s Done.
+ [Task 24/25] Current/Best: 6.94/ 10.56 GFLOPS | Progress: (20/20) | 35.39 s [Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 25/25] Current/Best: 6.18/ 7.80 GFLOPS | Progress: (4/20) | 5.78 s [Task 25/25] Current/Best: 6.00/ 8.06 GFLOPS | Progress: (8/20) | 7.46 s [Task 25/25] Current/Best: 8.03/ 9.74 GFLOPS | Progress: (12/20) | 9.15 s [Task 25/25] Current/Best: 4.39/ 9.74 GFLOPS | Progress: (16/20) | 10.60 s [Task 25/25] Current/Best: 4.66/ 9.74 GFLOPS | Progress: (20/20) | 21.57 s
@@ -671,6 +669,12 @@ model using optimized operators to speed up our computations.
+.. rst-class:: sphx-glr-script-out
+
+ .. code-block:: none
+
+ Done.
+
@@ -703,7 +707,7 @@ Verify that the optimized model runs and produces the same results:
.. code-block:: none
- class='n02123045 tabby, tabby cat' with probability=0.621104
+ class='n02123045 tabby, tabby cat' with probability=0.621103
class='n02123159 tiger cat' with probability=0.356378
class='n02124075 Egyptian cat' with probability=0.019712
class='n02129604 tiger, Panthera tigris' with probability=0.001215
@@ -761,8 +765,8 @@ improvement in comparing the optimized model to the unoptimized model.
.. code-block:: none
- optimized: {'mean': 422.02647151003475, 'median': 421.83507605004706, 'std': 1.3958852617220123}
- unoptimized: {'mean': 496.4135941800487, 'median': 496.2835919001009, 'std': 2.895604221392733}
+ optimized: {'mean': 371.13290854002116, 'median': 370.35887470010493, 'std': 1.3996769840360157}
+ unoptimized: {'mean': 463.8709566599209, 'median': 463.63977614983014, 'std': 0.6034464341266964}
@@ -785,7 +789,7 @@ profiling/benchmarking.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 13 minutes 53.578 seconds)
+ **Total running time of the script:** ( 12 minutes 19.864 seconds)
.. _sphx_glr_download_tutorial_autotvm_relay_x86.py:
diff --git a/docs/_sources/tutorial/intro_topi.rst.txt b/docs/_sources/tutorial/intro_topi.rst.txt
index d7a4c7e989..b57efaedf6 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, 0x27a48870)), stage(b, placeholder(b, 0x2aa8ef40)), 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, 0x138196a0)), stage(b, placeholder(b, 0xa5bfda0)), 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 3a628ca75e..e9c983c5ee 100644
--- a/docs/_sources/tutorial/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorial/sg_execution_times.rst.txt
@@ -5,28 +5,28 @@
Computation times
=================
-**17:47.567** total execution time for **tutorial** files:
+**16:03.654** total execution time for **tutorial** files:
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``) | 13:53.578 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``) | 12:19.864 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``) | 01:48.842 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``) | 01:45.611 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``) | 01:00.828 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``) | 00:55.674 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``) | 00:45.173 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``) | 00:42.664 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``) | 00:17.214 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``) | 00:18.043 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``) | 00:00.984 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``) | 00:00.942 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``) | 00:00.948 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``) | 00:00.856 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_tutorial_uma.py` (``uma.py``) | 00:00.000 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tvmc_python.py` (``tvmc_python.py``) | 00:00.000 | 0.0 MB |
-+------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_tutorial_tvmc_command_line_driver.py` (``tvmc_command_line_driver.py``) | 00:00.000 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
+| :ref:`sphx_glr_tutorial_tvmc_python.py` (``tvmc_python.py``) | 00:00.000 | 0.0 MB |
++------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_tutorial_introduction.py` (``introduction.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 a38929fb24..886ff41d14 100644
--- a/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
+++ b/docs/_sources/tutorial/tensor_expr_get_started.rst.txt
@@ -285,8 +285,8 @@ helper function to run a profile of the TVM generated code.
.. code-block:: none
- Numpy running time: 0.000014
- naive: 0.000011
+ 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: 0.000040
+ 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 1.4105289992585312e-05 1.0
- naive 1.07474e-05 0.7619410877514433
- parallel 6.374100000000001e-06 0.45189428954318955
- vector 3.99734e-05 2.8339296831906826
+ numpy 5.659519993059803e-06 1.0
+ naive 5.5992000000000005e-06 0.989341853525781
+ parallel 5.8451e-06 1.0327907679746289
+ vector 3.87747e-05 6.851234742089244
@@ -922,7 +922,7 @@ matrix multiplication.
.. code-block:: none
- Numpy running time: 0.017974
+ Numpy running time: 0.013606
@@ -980,7 +980,7 @@ optimizations.
.. code-block:: none
- none: 3.455158
+ none: 3.123613
@@ -1080,7 +1080,7 @@ schedule.
.. code-block:: none
- blocking: 0.302852
+ blocking: 0.287726
@@ -1164,7 +1164,7 @@ already cache friendly from our previous optimizations.
.. code-block:: none
- vectorization: 0.275529
+ vectorization: 0.266090
# 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: 0.118688
+ loop permutation: 0.105406
# 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: 0.108241
+ array packing: 0.100197
# 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: 0.112350
+ block caching: 0.093085
# 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: 0.135145
+ parallelization: 0.112382
# 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 3.4551583299 1.0
- blocking 0.30285161650000003 0.08765202273921995
- vectorization 0.27552945009999996 0.07974437747632086
- loop permutation 0.1186879078 0.0343509316991083
- array packing 0.10824114300000001 0.03132740461220275
- block caching 0.1123501531 0.032516643919832076
- parallelization 0.1351445287 0.03911384538604092
+ none 3.123612959 1.0
+ blocking 0.28772589979999996 0.09211317265507604
+ vectorization 0.2660895059 0.08518645216057322
+ loop permutation 0.1054056776 0.033744794564351144
+ array packing 0.100197069 0.03207729968954838
+ block caching 0.0930854774 0.0298005798483435
+ parallelization 0.1123823589 0.03597832393933285
@@ -1594,11 +1594,6 @@ operations with tunable parameters that allows you to automatically optimize
the computation for specific platforms.
-.. rst-class:: sphx-glr-timing
-
- **Total running time of the script:** ( 1 minutes 0.828 seconds)
-
-
.. _sphx_glr_download_tutorial_tensor_expr_get_started.py:
.. only:: html
diff --git a/docs/arch/benchmark.html b/docs/arch/benchmark.html
index 33f1db9515..7cbb19788d 100644
--- a/docs/arch/benchmark.html
+++ b/docs/arch/benchmark.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/convert_layout.html b/docs/arch/convert_layout.html
index fc65703493..64fc347f2f 100644
--- a/docs/arch/convert_layout.html
+++ b/docs/arch/convert_layout.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/debugger.html b/docs/arch/debugger.html
index 5689950797..890d97f0ce 100644
--- a/docs/arch/debugger.html
+++ b/docs/arch/debugger.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/device_target_interactions.html b/docs/arch/device_target_interactions.html
index f46f667264..f6effc3828 100644
--- a/docs/arch/device_target_interactions.html
+++ b/docs/arch/device_target_interactions.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/frontend/tensorflow.html b/docs/arch/frontend/tensorflow.html
index e5f66e2a4c..44f0d3bcb0 100644
--- a/docs/arch/frontend/tensorflow.html
+++ b/docs/arch/frontend/tensorflow.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/hybrid_script.html b/docs/arch/hybrid_script.html
index f40676205e..cc40600db5 100644
--- a/docs/arch/hybrid_script.html
+++ b/docs/arch/hybrid_script.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/index.html b/docs/arch/index.html
index 28ed146d60..23c6e3baae 100644
--- a/docs/arch/index.html
+++ b/docs/arch/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/inferbound.html b/docs/arch/inferbound.html
index a72caf6657..119da90d9e 100644
--- a/docs/arch/inferbound.html
+++ b/docs/arch/inferbound.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/introduction_to_module_serialization.html b/docs/arch/introduction_to_module_serialization.html
index 7cbf18234d..b77c17224a 100644
--- a/docs/arch/introduction_to_module_serialization.html
+++ b/docs/arch/introduction_to_module_serialization.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/microtvm_design.html b/docs/arch/microtvm_design.html
index 97e6b120ff..44293cdb7e 100644
--- a/docs/arch/microtvm_design.html
+++ b/docs/arch/microtvm_design.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/microtvm_project_api.html b/docs/arch/microtvm_project_api.html
index 1ae6a253c7..9eebdffcef 100644
--- a/docs/arch/microtvm_project_api.html
+++ b/docs/arch/microtvm_project_api.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/model_library_format.html b/docs/arch/model_library_format.html
index 672e36d568..dfe34644d4 100644
--- a/docs/arch/model_library_format.html
+++ b/docs/arch/model_library_format.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/pass_infra.html b/docs/arch/pass_infra.html
index 8603f94504..e3713b56b5 100644
--- a/docs/arch/pass_infra.html
+++ b/docs/arch/pass_infra.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/relay_intro.html b/docs/arch/relay_intro.html
index 6386a353fd..ec734ca040 100644
--- a/docs/arch/relay_intro.html
+++ b/docs/arch/relay_intro.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/relay_op_strategy.html b/docs/arch/relay_op_strategy.html
index c4ad546ea8..9129895842 100644
--- a/docs/arch/relay_op_strategy.html
+++ b/docs/arch/relay_op_strategy.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/runtime.html b/docs/arch/runtime.html
index fa14447b5d..ce0837578e 100644
--- a/docs/arch/runtime.html
+++ b/docs/arch/runtime.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/runtimes/vulkan.html b/docs/arch/runtimes/vulkan.html
index 7abc0e52a5..d08cfa82f3 100644
--- a/docs/arch/runtimes/vulkan.html
+++ b/docs/arch/runtimes/vulkan.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/arch/virtual_machine.html b/docs/arch/virtual_machine.html
index 6740ceadda..bbefc98214 100644
--- a/docs/arch/virtual_machine.html
+++ b/docs/arch/virtual_machine.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/commit_hash b/docs/commit_hash
index 2cf60f9f82..12f1938b20 100644
--- a/docs/commit_hash
+++ b/docs/commit_hash
@@ -1 +1 @@
-ff884b609a2eb94fef1f061bff0ec867b79d4ba0
+dcd32ac6368f0d34b5c7823d90aa5a701e3728e8
diff --git a/docs/contribute/ci.html b/docs/contribute/ci.html
index f147c4396f..87c4bfe5dd 100644
--- a/docs/contribute/ci.html
+++ b/docs/contribute/ci.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/contribute/code_guide.html b/docs/contribute/code_guide.html
index 5bf47c9c0d..a4e7f7847a 100644
--- a/docs/contribute/code_guide.html
+++ b/docs/contribute/code_guide.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/contribute/code_review.html b/docs/contribute/code_review.html
index 161baf35e0..00dcd6e263 100644
--- a/docs/contribute/code_review.html
+++ b/docs/contribute/code_review.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/contribute/committer_guide.html b/docs/contribute/committer_guide.html
index d8b4d2b2ae..e5dd0ee295 100644
--- a/docs/contribute/committer_guide.html
+++ b/docs/contribute/committer_guide.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/contribute/community.html b/docs/contribute/community.html
index 66f6c9174c..0a97730004 100644
--- a/docs/contribute/community.html
+++ b/docs/contribute/community.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/contribute/document.html b/docs/contribute/document.html
index cb5bf53112..4b8b26378e 100644
--- a/docs/contribute/document.html
+++ b/docs/contribute/document.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/contribute/error_handling.html b/docs/contribute/error_handling.html
index bccf3d2a46..b45a927bc7 100644
--- a/docs/contribute/error_handling.html
+++ b/docs/contribute/error_handling.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/contribute/git_howto.html b/docs/contribute/git_howto.html
index 743af19898..de7e6c6730 100644
--- a/docs/contribute/git_howto.html
+++ b/docs/contribute/git_howto.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/contribute/index.html b/docs/contribute/index.html
index 3c7f0e63b7..5512b2f9dd 100644
--- a/docs/contribute/index.html
+++ b/docs/contribute/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/contribute/pull_request.html b/docs/contribute/pull_request.html
index bc2825d67f..991c8806cf 100644
--- a/docs/contribute/pull_request.html
+++ b/docs/contribute/pull_request.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/contribute/release_process.html b/docs/contribute/release_process.html
index 29b5397da0..bf88bebb13 100644
--- a/docs/contribute/release_process.html
+++ b/docs/contribute/release_process.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/deep_dive/tensor_ir/abstraction.html b/docs/deep_dive/tensor_ir/abstraction.html
index 44e5030345..69d89ad042 100644
--- a/docs/deep_dive/tensor_ir/abstraction.html
+++ b/docs/deep_dive/tensor_ir/abstraction.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul class="current">
diff --git a/docs/deep_dive/tensor_ir/index.html b/docs/deep_dive/tensor_ir/index.html
index 45febf47e5..fd0fd5adf1 100644
--- a/docs/deep_dive/tensor_ir/index.html
+++ b/docs/deep_dive/tensor_ir/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul class="current">
diff --git a/docs/deep_dive/tensor_ir/learning.html b/docs/deep_dive/tensor_ir/learning.html
index 1a7eeca3f5..4bb50e4c58 100644
--- a/docs/deep_dive/tensor_ir/learning.html
+++ b/docs/deep_dive/tensor_ir/learning.html
@@ -270,7 +270,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul class="current">
diff --git a/docs/deep_dive/tensor_ir/tutorials/creation.html b/docs/deep_dive/tensor_ir/tutorials/creation.html
index c4da54ea54..ffaae5e685 100644
--- a/docs/deep_dive/tensor_ir/tutorials/creation.html
+++ b/docs/deep_dive/tensor_ir/tutorials/creation.html
@@ -270,11 +270,31 @@
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="../index.html">TensorIR</a></li>
+<ul class="current">
+<li class="toctree-l1 current"><a class="reference internal" href="../index.html">TensorIR</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="../abstraction.html">Tensor Program Abstraction</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../learning.html">Understand TensorIR Abstraction</a></li>
+<li class="toctree-l2 current"><a class="current reference internal" href="#">TensorIR Creation</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#create-tensorir-using-tvmscript">Create TensorIR using TVMScript</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="#standard-format">Standard Format</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#concise-with-syntactic-sugar">Concise with Syntactic Sugar</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#interactive-with-python-variables">Interactive with Python Variables</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#tensorir-function-with-dynamic-shapes">TensorIR Function with Dynamic Shapes</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal" href="#create-tensorir-using-tensor-expression">Create TensorIR using Tensor Expression</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="#create-static-shape-functions">Create Static-Shape Functions</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#create-dynamic-shape-functions">Create Dynamic-Shape Functions</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="transformation.html">Transformation</a></li>
+</ul>
+</li>
</ul>
<p class="caption" role="heading"><span class="caption-text">API Reference</span></p>
<ul>
diff --git a/docs/deep_dive/tensor_ir/tutorials/index.html b/docs/deep_dive/tensor_ir/tutorials/index.html
index 737571b2c6..69d125c04a 100644
--- a/docs/deep_dive/tensor_ir/tutorials/index.html
+++ b/docs/deep_dive/tensor_ir/tutorials/index.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html b/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
index 8396cb171c..4b4a03233e 100644
--- a/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
@@ -267,7 +267,7 @@
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-deep-dive-tensor-ir-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:00.555</strong> total execution time for <strong>deep_dive_tensor_ir_tutorials</strong> files:</p>
+<p><strong>00:00.528</strong> total execution time for <strong>deep_dive_tensor_ir_tutorials</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 82%" />
@@ -392,11 +392,11 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="transformation.html#sphx-glr-deep-dive-tensor-ir-tutorials-transformation-py"><span class="std std-ref">Transformation</span></a> (<code class="docutils literal notranslate"><span class="pre">transformation.py</span></code>)</p></td>
-<td><p>00:00.331</p></td>
+<td><p>00:00.314</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="creation.html#sphx-glr-deep-dive-tensor-ir-tutorials-creation-py"><span class="std std-ref">TensorIR Creation</span></a> (<code class="docutils literal notranslate"><span class="pre">creation.py</span></code>)</p></td>
-<td><p>00:00.224</p></td>
+<td><p>00:00.215</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/deep_dive/tensor_ir/tutorials/transformation.html b/docs/deep_dive/tensor_ir/tutorials/transformation.html
index 45d2b9c270..53dc159678 100644
--- a/docs/deep_dive/tensor_ir/tutorials/transformation.html
+++ b/docs/deep_dive/tensor_ir/tutorials/transformation.html
@@ -269,11 +269,24 @@
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="../index.html">TensorIR</a></li>
+<ul class="current">
+<li class="toctree-l1 current"><a class="reference internal" href="../index.html">TensorIR</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="../abstraction.html">Tensor Program Abstraction</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../learning.html">Understand TensorIR Abstraction</a></li>
+<li class="toctree-l2"><a class="reference internal" href="creation.html">TensorIR Creation</a></li>
+<li class="toctree-l2 current"><a class="current reference internal" href="#">Transformation</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#initialization-schedule">Initialization Schedule</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#loop-tiling">Loop Tiling</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#leverage-localities">Leverage Localities</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#rewrite-reduction">Rewrite Reduction</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#trace-the-transformation">Trace the Transformation</a></li>
+</ul>
+</li>
+</ul>
+</li>
</ul>
<p class="caption" role="heading"><span class="caption-text">API Reference</span></p>
<ul>
@@ -459,7 +472,7 @@ original implementation.</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)
- 2.3287 2.3287 2.3287 2.3287 0.0000
+ 2.2502 2.2502 2.2502 2.2502 0.0000
</pre></div>
</div>
<div class="section" id="initialization-schedule">
@@ -555,7 +568,7 @@ class Module:
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.9427 0.9427 0.9427 0.9427 0.0000
+ 0.8371 0.8371 0.8371 0.8371 0.0000
</pre></div>
</div>
</div>
@@ -649,7 +662,7 @@ class Module:
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.3361 0.3361 0.3361 0.3361 0.0000
+ 0.3287 0.3287 0.3287 0.3287 0.0000
</pre></div>
</div>
</div>
diff --git a/docs/dev/how_to/debugging_tvm.html b/docs/dev/how_to/debugging_tvm.html
index 35f8290c7e..d6de28aa09 100644
--- a/docs/dev/how_to/debugging_tvm.html
+++ b/docs/dev/how_to/debugging_tvm.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/dev/how_to/how_to.html b/docs/dev/how_to/how_to.html
index 8c47c52937..22e0c88e3e 100644
--- a/docs/dev/how_to/how_to.html
+++ b/docs/dev/how_to/how_to.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/dev/how_to/relay_add_op.html b/docs/dev/how_to/relay_add_op.html
index 12c4683a59..7c3414dcba 100644
--- a/docs/dev/how_to/relay_add_op.html
+++ b/docs/dev/how_to/relay_add_op.html
@@ -270,7 +270,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/dev/how_to/relay_add_pass.html b/docs/dev/how_to/relay_add_pass.html
index 1df5033e31..0dcd9a946e 100644
--- a/docs/dev/how_to/relay_add_pass.html
+++ b/docs/dev/how_to/relay_add_pass.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/dev/how_to/relay_bring_your_own_codegen.html b/docs/dev/how_to/relay_bring_your_own_codegen.html
index 8e5807e9f7..d7e33a802f 100644
--- a/docs/dev/how_to/relay_bring_your_own_codegen.html
+++ b/docs/dev/how_to/relay_bring_your_own_codegen.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/dev/tutorial/codebase_walkthrough.html b/docs/dev/tutorial/codebase_walkthrough.html
index a85158a8ef..d69c452c6d 100644
--- a/docs/dev/tutorial/codebase_walkthrough.html
+++ b/docs/dev/tutorial/codebase_walkthrough.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/dev/tutorial/index.html b/docs/dev/tutorial/index.html
index 7f7329f7f5..01f0861e19 100644
--- a/docs/dev/tutorial/index.html
+++ b/docs/dev/tutorial/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/errors.html b/docs/errors.html
index 9261edb26d..6b4e2f8668 100644
--- a/docs/errors.html
+++ b/docs/errors.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="how_to/dev/index.html">Develope Apache TVM</a><ul class="current">
+<li class="toctree-l1 current"><a class="reference internal" href="how_to/dev/index.html">Development Guides</a><ul class="current">
<li class="toctree-l2"><a class="reference internal" href="how_to/dev/pytest_target_parametrization.html">Python Target Parametrization</a></li>
<li class="toctree-l2"><a class="reference internal" href="how_to/dev/setup_rpc_system.html">Setup RPC System</a></li>
<li class="toctree-l2 current"><a class="current reference internal" href="#">Handle TVM Errors</a><ul>
@@ -365,7 +365,7 @@
<li><a href="index.html">Docs</a> <span class="br-arrow">></span></li>
- <li><a href="how_to/dev/index.html">Develope Apache TVM</a> <span class="br-arrow">></span></li>
+ <li><a href="how_to/dev/index.html">Development Guides</a> <span class="br-arrow">></span></li>
<li>Handle TVM Errors</li>
diff --git a/docs/faq.html b/docs/faq.html
index adfb786a53..9b08b44276 100644
--- a/docs/faq.html
+++ b/docs/faq.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/genindex.html b/docs/genindex.html
index 8408442998..fdba583ba4 100644
--- a/docs/genindex.html
+++ b/docs/genindex.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/get_started/overview.html b/docs/get_started/overview.html
index 7053b998d5..a8c1a50536 100644
--- a/docs/get_started/overview.html
+++ b/docs/get_started/overview.html
@@ -274,7 +274,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/get_started/tutorials/index.html b/docs/get_started/tutorials/index.html
index 82b8080312..342136f7dd 100644
--- a/docs/get_started/tutorials/index.html
+++ b/docs/get_started/tutorials/index.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/get_started/tutorials/ir_module.html b/docs/get_started/tutorials/ir_module.html
index e26fb58f75..a64125b8ca 100644
--- a/docs/get_started/tutorials/ir_module.html
+++ b/docs/get_started/tutorials/ir_module.html
@@ -285,7 +285,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -899,8 +899,8 @@ backends.</p>
<span class="nb">print</span><span class="p">(</span><span class="n">cpu_out</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[-0.07388768 0.02418255 0.18856913 0.12836725 0.25908172 0.08807367
- 0.06382412 0.12632367 -0.15316893 -0.191899 ]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[ 0.08180428 -0.12133965 0.04999818 0.09342185 -0.30655017 0.14450783
+ -0.13322237 0.00804237 0.25339162 0.09977813]]
</pre></div>
</div>
</div>
@@ -934,8 +934,8 @@ the details of <code class="docutils literal notranslate"><span class="pre">DLig
<span class="k">assert</span> <span class="n">np</span><span class="o">.</span><span class="n">allclose</span><span class="p">(</span><span class="n">cpu_out</span><span class="p">,</span> <span class="n">gpu_out</span><span class="p">,</span> <span class="n">atol</span><span class="o">=</span><span class="mf">1e-3</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[-0.07388763 0.02418253 0.18856913 0.12836727 0.2590816 0.08807366
- 0.06382413 0.12632364 -0.15316892 -0.191899 ]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[ 0.08180432 -0.12133963 0.0499982 0.09342176 -0.30655023 0.14450783
+ -0.13322243 0.00804237 0.25339165 0.09977809]]
</pre></div>
</div>
</div>
diff --git a/docs/get_started/tutorials/quick_start.html b/docs/get_started/tutorials/quick_start.html
index e82ca23f7c..38ee4c8304 100644
--- a/docs/get_started/tutorials/quick_start.html
+++ b/docs/get_started/tutorials/quick_start.html
@@ -279,7 +279,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/get_started/tutorials/sg_execution_times.html b/docs/get_started/tutorials/sg_execution_times.html
index 69ce94ad47..c45b4f53bc 100644
--- a/docs/get_started/tutorials/sg_execution_times.html
+++ b/docs/get_started/tutorials/sg_execution_times.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-get-started-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:02.429</strong> total execution time for <strong>get_started_tutorials</strong> files:</p>
+<p><strong>00:02.272</strong> total execution time for <strong>get_started_tutorials</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 80%" />
@@ -392,11 +392,11 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="ir_module.html#sphx-glr-get-started-tutorials-ir-module-py"><span class="std std-ref">IRModule</span></a> (<code class="docutils literal notranslate"><span class="pre">ir_module.py</span></code>)</p></td>
-<td><p>00:02.208</p></td>
+<td><p>00:02.069</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="quick_start.html#sphx-glr-get-started-tutorials-quick-start-py"><span class="std std-ref">Quick Start</span></a> (<code class="docutils literal notranslate"><span class="pre">quick_start.py</span></code>)</p></td>
-<td><p>00:00.221</p></td>
+<td><p>00:00.203</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/compile_models/from_coreml.html b/docs/how_to/compile_models/from_coreml.html
index 309a91495c..21b7647f2b 100644
--- a/docs/how_to/compile_models/from_coreml.html
+++ b/docs/how_to/compile_models/from_coreml.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/compile_models/from_darknet.html b/docs/how_to/compile_models/from_darknet.html
index 108ce0bb7e..c432dc8ce8 100644
--- a/docs/how_to/compile_models/from_darknet.html
+++ b/docs/how_to/compile_models/from_darknet.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -626,7 +626,7 @@ 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 41.478 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 37.857 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_keras.html b/docs/how_to/compile_models/from_keras.html
index 14720211e8..a91237d95e 100644
--- a/docs/how_to/compile_models/from_keras.html
+++ b/docs/how_to/compile_models/from_keras.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -547,7 +547,7 @@ Tensorflow is also required since it’s used as the default backend of keras.</
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Relay top-1 id: 285, class name: Egyptian cat
1/1 [==============================] - ETA: 0s
-1/1 [==============================] - 1s 984ms/step
+1/1 [==============================] - 1s 894ms/step
Keras top-1 id: 285, class name: Egyptian cat
</pre></div>
</div>
diff --git a/docs/how_to/compile_models/from_oneflow.html b/docs/how_to/compile_models/from_oneflow.html
index dbf51c8b19..cbf4d64254 100644
--- a/docs/how_to/compile_models/from_oneflow.html
+++ b/docs/how_to/compile_models/from_oneflow.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -490,15 +490,14 @@ 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
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@@ -269,7 +269,7 @@
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-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
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diff --git a/docs/how_to/compile_models/from_paddle.html b/docs/how_to/compile_models/from_paddle.html
index 328c5bea4d..195d3838a9 100644
--- a/docs/how_to/compile_models/from_paddle.html
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@@ -269,7 +269,7 @@
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-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
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<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -525,7 +525,7 @@ To begin, we’ll install PaddlePaddle>=2.1.3:</p>
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@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
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-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
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<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -473,16 +473,13 @@ 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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</pre></div>
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diff --git a/docs/how_to/compile_models/from_tensorflow.html b/docs/how_to/compile_models/from_tensorflow.html
index c4eceec1d1..c4c4a6cf58 100644
--- a/docs/how_to/compile_models/from_tensorflow.html
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@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
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-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -690,7 +690,7 @@ banana (score = 0.00022)
desk (score = 0.00019)
</pre></div>
</div>
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diff --git a/docs/how_to/compile_models/from_tflite.html b/docs/how_to/compile_models/from_tflite.html
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<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
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-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
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diff --git a/docs/how_to/compile_models/index.html b/docs/how_to/compile_models/index.html
index 35b79ad333..718ca1ca6f 100644
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<ul>
diff --git a/docs/how_to/compile_models/sg_execution_times.html b/docs/how_to/compile_models/sg_execution_times.html
index 4218efc6cf..88ef685e96 100644
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@@ -267,7 +267,7 @@
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<ul>
@@ -383,7 +383,7 @@
<div class="section" id="computation-times">
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<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>
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<tr class="row-even"><td><p><a class="reference internal" href="from_tflite.html#sphx-glr-how-to-compile-models-from-tflite-py"><span class="std std-ref">Compile TFLite Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_tflite.py</span></code>)</p></td>
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<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy/android.html b/docs/how_to/deploy/android.html
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<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy/arm_compute_lib.html b/docs/how_to/deploy/arm_compute_lib.html
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-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy/bnns.html b/docs/how_to/deploy/bnns.html
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<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
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<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy/cpp_deploy.html b/docs/how_to/deploy/cpp_deploy.html
index 37a1948463..2787e6dfa4 100644
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<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
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<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy/hls.html b/docs/how_to/deploy/hls.html
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@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy/index.html b/docs/how_to/deploy/index.html
index 316b7b7fd3..f3e6eb8e33 100644
--- a/docs/how_to/deploy/index.html
+++ b/docs/how_to/deploy/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy/integrate.html b/docs/how_to/deploy/integrate.html
index c9a1db386d..bd17013b98 100644
--- a/docs/how_to/deploy/integrate.html
+++ b/docs/how_to/deploy/integrate.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy/mrvl.html b/docs/how_to/deploy/mrvl.html
index 98f1d034b0..74bfeb607c 100644
--- a/docs/how_to/deploy/mrvl.html
+++ b/docs/how_to/deploy/mrvl.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy/tensorrt.html b/docs/how_to/deploy/tensorrt.html
index 9427ef3e77..76554cc4c2 100644
--- a/docs/how_to/deploy/tensorrt.html
+++ b/docs/how_to/deploy/tensorrt.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy/vitis_ai.html b/docs/how_to/deploy/vitis_ai.html
index 42cd749e72..b8311b0c35 100644
--- a/docs/how_to/deploy/vitis_ai.html
+++ b/docs/how_to/deploy/vitis_ai.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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 8d15f600cf..69dff21836 100644
--- a/docs/how_to/deploy_models/deploy_model_on_adreno.html
+++ b/docs/how_to/deploy_models/deploy_model_on_adreno.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -866,10 +866,10 @@ Top5 predictions:
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 4119.8341 4119.3188 4125.6388 4117.1247 2.6449
+ 3987.6335 3987.4748 3990.9432 3985.2047 1.6115
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 24.136 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 18.065 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 fa1d9e20de..ab48592918 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
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -480,32 +480,25 @@ 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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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 0badd3eb73..989e244225 100644
--- a/docs/how_to/deploy_models/deploy_model_on_android.html
+++ b/docs/how_to/deploy_models/deploy_model_on_android.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -704,7 +704,7 @@ to the remote android device.</p>
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 14.6651 14.6381 14.9874 14.5196 0.1347
+ 14.0418 14.0836 14.4954 13.6174 0.3346
</pre></div>
</div>
</div>
diff --git a/docs/how_to/deploy_models/deploy_model_on_nano.html b/docs/how_to/deploy_models/deploy_model_on_nano.html
index 9c1f973ee9..8d8f248928 100644
--- a/docs/how_to/deploy_models/deploy_model_on_nano.html
+++ b/docs/how_to/deploy_models/deploy_model_on_nano.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy_models/deploy_model_on_rasp.html b/docs/how_to/deploy_models/deploy_model_on_rasp.html
index d8e94681e5..3575b81b31 100644
--- a/docs/how_to/deploy_models/deploy_model_on_rasp.html
+++ b/docs/how_to/deploy_models/deploy_model_on_rasp.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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 7163260d73..1c876748a0 100644
--- a/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
+++ b/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -496,14 +496,13 @@ 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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+100%|##########| 170M/170M [00:00<00:00, 260MB/s]
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torchvision/models/detection/generalized_rcnn.py:75: TracerWarning: Iterating over a tensor might cause the trace to be incorrect. Passing a tensor of different shape won't change the number of iterations executed (and might lead to errors or silently give incorrect results).
for img in images:
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torchvision/models/detection/transform.py:110: TracerWarning: Iterating over a tensor might cause the trace to be incorrect. Passing a tensor of different shape won't change the number of iterations executed (and might lead to errors or silently give incorrect results).
@@ -632,7 +631,7 @@ 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 37.256 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 3 minutes 29.276 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 1a59a948a7..264dac11b3 100644
--- a/docs/how_to/deploy_models/deploy_prequantized.html
+++ b/docs/how_to/deploy_models/deploy_prequantized.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -537,7 +537,7 @@ 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>
</div>
</div>
@@ -626,7 +626,7 @@ 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)
- 88.9055 88.7606 98.2321 88.4289 0.9680
+ 86.1419 86.1096 86.9028 85.7263 0.2216
</pre></div>
</div>
<div class="admonition note">
@@ -665,7 +665,7 @@ 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 34.130 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 30.253 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 b17e62ffa9..adb137bf97 100644
--- a/docs/how_to/deploy_models/deploy_prequantized_tflite.html
+++ b/docs/how_to/deploy_models/deploy_prequantized_tflite.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -622,7 +622,7 @@ 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)
- 111.1343 111.1269 113.7973 110.1924 0.4834
+ 103.7567 103.5612 105.9353 102.7266 0.6652
</pre></div>
</div>
<div class="admonition note">
diff --git a/docs/how_to/deploy_models/deploy_sparse.html b/docs/how_to/deploy_models/deploy_sparse.html
index d4fded2313..7eec74b7e9 100644
--- a/docs/how_to/deploy_models/deploy_sparse.html
+++ b/docs/how_to/deploy_models/deploy_sparse.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy_models/index.html b/docs/how_to/deploy_models/index.html
index f1e62fa831..8d2cb058f4 100644
--- a/docs/how_to/deploy_models/index.html
+++ b/docs/how_to/deploy_models/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/deploy_models/sg_execution_times.html b/docs/how_to/deploy_models/sg_execution_times.html
index 86d649a947..5490f494e2 100644
--- a/docs/how_to/deploy_models/sg_execution_times.html
+++ b/docs/how_to/deploy_models/sg_execution_times.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<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>10:27.820</strong> total execution time for <strong>how_to_deploy_models</strong> files:</p>
+<p><strong>09:46.681</strong> total execution time for <strong>how_to_deploy_models</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 86%" />
@@ -392,39 +392,39 @@
</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>03:37.256</p></td>
+<td><p>03:29.276</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><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>01:34.130</p></td>
+<td><p>01:30.253</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.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>01:24.136</p></td>
+<td><p>01:18.065</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>00:59.558</p></td>
+<td><p>00:51.510</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>00:53.444</p></td>
+<td><p>00:50.487</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_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>00:51.089</p></td>
+<td><p>00:47.597</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>00:34.104</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="deploy_model_on_nano.html#sphx-glr-how-to-deploy-models-deploy-model-on-nano-py"><span class="std std-ref">Deploy the Pretrained Model on Jetson Nano</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_nano.py</span></code>)</p></td>
+<td><p>00:29.787</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>00:34.097</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="deploy_model_on_rasp.html#sphx-glr-how-to-deploy-models-deploy-model-on-rasp-py"><span class="std std-ref">Deploy the Pretrained Model on Raspberry Pi</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_rasp.py</span></code>)</p></td>
+<td><p>00:29.698</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_sparse.html#sphx-glr-how-to-deploy-models-deploy-sparse-py"><span class="std std-ref">Deploy a Hugging Face Pruned Model on CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_sparse.py</span></code>)</p></td>
-<td><p>00:00.008</p></td>
+<td><p>00:00.007</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/dev/index.html b/docs/how_to/dev/index.html
index bc60f5e1e0..c1b43ee1a2 100644
--- a/docs/how_to/dev/index.html
+++ b/docs/how_to/dev/index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Develope Apache TVM — tvm 0.18.dev0 documentation</title>
+ <title>Development Guides — tvm 0.18.dev0 documentation</title>
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1 current"><a class="current reference internal" href="#">Develope Apache TVM</a><ul>
+<li class="toctree-l1 current"><a class="current reference internal" href="#">Development Guides</a><ul>
<li class="toctree-l2"><a class="reference internal" href="pytest_target_parametrization.html">Python Target Parametrization</a></li>
<li class="toctree-l2"><a class="reference internal" href="setup_rpc_system.html">Setup RPC System</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../errors.html">Handle TVM Errors</a></li>
@@ -361,7 +361,7 @@
<li><a href="../../index.html">Docs</a> <span class="br-arrow">></span></li>
- <li>Develope Apache TVM</li>
+ <li>Development Guides</li>
@@ -388,8 +388,8 @@
<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
<div itemprop="articleBody">
- <div class="section" id="develope-apache-tvm">
-<h1>Develope Apache TVM<a class="headerlink" href="#develope-apache-tvm" title="Permalink to this headline">¶</a></h1>
+ <div class="section" id="development-guides">
+<h1>Development Guides<a class="headerlink" href="#development-guides" title="Permalink to this headline">¶</a></h1>
<p>This section contains a collection of tips about how to work on
various areas of the TVM stack.</p>
<div class="toctree-wrapper compound">
diff --git a/docs/how_to/dev/pytest_target_parametrization.html b/docs/how_to/dev/pytest_target_parametrization.html
index 39283c2631..939a2fcd9e 100644
--- a/docs/how_to/dev/pytest_target_parametrization.html
+++ b/docs/how_to/dev/pytest_target_parametrization.html
@@ -49,7 +49,7 @@
<link rel="index" title="Index" href="../../genindex.html" />
<link rel="search" title="Search" href="../../search.html" />
<link rel="next" title="Setup RPC System" href="setup_rpc_system.html" />
- <link rel="prev" title="Develope Apache TVM" href="index.html" />
+ <link rel="prev" title="Development Guides" href="index.html" />
</head>
<body class="wy-body-for-nav">
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="index.html">Develope Apache TVM</a><ul class="current">
+<li class="toctree-l1 current"><a class="reference internal" href="index.html">Development Guides</a><ul class="current">
<li class="toctree-l2 current"><a class="current reference internal" href="#">Python Target Parametrization</a><ul>
<li class="toctree-l3"><a class="reference internal" href="#summary">Summary</a></li>
<li class="toctree-l3"><a class="reference internal" href="#unit-test-file-contents">Unit-Test File Contents</a></li>
@@ -368,7 +368,7 @@
<li><a href="../../index.html">Docs</a> <span class="br-arrow">></span></li>
- <li><a href="index.html">Develope Apache TVM</a> <span class="br-arrow">></span></li>
+ <li><a href="index.html">Development Guides</a> <span class="br-arrow">></span></li>
<li>Python Target Parametrization</li>
@@ -650,7 +650,7 @@ restricts the tests to only run tests that include the
<a href="setup_rpc_system.html" class="btn btn-neutral float-right" title="Setup RPC System" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
- <a href="index.html" class="btn btn-neutral float-left" title="Develope Apache TVM" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+ <a href="index.html" class="btn btn-neutral float-left" title="Development Guides" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
</div>
diff --git a/docs/how_to/dev/setup_rpc_system.html b/docs/how_to/dev/setup_rpc_system.html
index 0a60abcb06..6b65b22c21 100644
--- a/docs/how_to/dev/setup_rpc_system.html
+++ b/docs/how_to/dev/setup_rpc_system.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="index.html">Develope Apache TVM</a><ul class="current">
+<li class="toctree-l1 current"><a class="reference internal" href="index.html">Development Guides</a><ul class="current">
<li class="toctree-l2"><a class="reference internal" href="pytest_target_parametrization.html">Python Target Parametrization</a></li>
<li class="toctree-l2 current"><a class="current reference internal" href="#">Setup RPC System</a><ul>
<li class="toctree-l3"><a class="reference internal" href="#suggested-architecture">Suggested Architecture</a></li>
@@ -377,7 +377,7 @@
<li><a href="../../index.html">Docs</a> <span class="br-arrow">></span></li>
- <li><a href="index.html">Develope Apache TVM</a> <span class="br-arrow">></span></li>
+ <li><a href="index.html">Development Guides</a> <span class="br-arrow">></span></li>
<li>Setup RPC System</li>
diff --git a/docs/how_to/extend_tvm/index.html b/docs/how_to/extend_tvm/index.html
index efd1e5bc41..a4c39e22be 100644
--- a/docs/how_to/extend_tvm/index.html
+++ b/docs/how_to/extend_tvm/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/extend_tvm/low_level_custom_pass.html b/docs/how_to/extend_tvm/low_level_custom_pass.html
index 77e3566ef6..83e9e742ff 100644
--- a/docs/how_to/extend_tvm/low_level_custom_pass.html
+++ b/docs/how_to/extend_tvm/low_level_custom_pass.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/extend_tvm/sg_execution_times.html b/docs/how_to/extend_tvm/sg_execution_times.html
index d942722831..bd5e933760 100644
--- a/docs/how_to/extend_tvm/sg_execution_times.html
+++ b/docs/how_to/extend_tvm/sg_execution_times.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<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>00:04.493</strong> total execution time for <strong>how_to_extend_tvm</strong> files:</p>
+<p><strong>00:03.944</strong> total execution time for <strong>how_to_extend_tvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -392,15 +392,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><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>00:03.131</p></td>
+<td><p>00:02.742</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><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>00:01.354</p></td>
+<td><p>00:01.195</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><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>
-<td><p>00:00.008</p></td>
+<td><p>00:00.007</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/extend_tvm/use_pass_infra.html b/docs/how_to/extend_tvm/use_pass_infra.html
index 747461a13e..9202ed931a 100644
--- a/docs/how_to/extend_tvm/use_pass_infra.html
+++ b/docs/how_to/extend_tvm/use_pass_infra.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/extend_tvm/use_pass_instrument.html b/docs/how_to/extend_tvm/use_pass_instrument.html
index 75580ab796..804e54f264 100644
--- a/docs/how_to/extend_tvm/use_pass_instrument.html
+++ b/docs/how_to/extend_tvm/use_pass_instrument.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -567,10 +567,10 @@ 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: 32634us [32634us] (48.89%; 48.89%)
-FoldScaleAxis: 34114us [11us] (51.11%; 51.11%)
- FoldConstant: 34103us [1862us] (51.09%; 99.97%)
- InferType: 32242us [32242us] (48.30%; 94.54%)
+InferType: 24414us [24414us] (48.69%; 48.69%)
+FoldScaleAxis: 25723us [9us] (51.31%; 51.31%)
+ FoldConstant: 25715us [1754us] (51.29%; 99.97%)
+ InferType: 23961us [23961us] (47.79%; 93.18%)
</pre></div>
</div>
</div>
@@ -592,10 +592,10 @@ 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: 32711us [32711us] (49.41%; 49.41%)
-FoldScaleAxis: 33490us [9us] (50.59%; 50.59%)
- FoldConstant: 33481us [1811us] (50.58%; 99.97%)
- InferType: 31670us [31670us] (47.84%; 94.59%)
+InferType: 23667us [23667us] (48.44%; 48.44%)
+FoldScaleAxis: 25188us [7us] (51.56%; 51.56%)
+ FoldConstant: 25181us [1683us] (51.54%; 99.97%)
+ InferType: 23498us [23498us] (48.10%; 93.32%)
</pre></div>
</div>
<p>Register empty list to clear existing instruments.</p>
diff --git a/docs/how_to/legacy_index.html b/docs/how_to/legacy_index.html
index b9379dc870..57accf7391 100644
--- a/docs/how_to/legacy_index.html
+++ b/docs/how_to/legacy_index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/optimize_operators/index.html b/docs/how_to/optimize_operators/index.html
index fe0d35cdd8..a4fd941a4e 100644
--- a/docs/how_to/optimize_operators/index.html
+++ b/docs/how_to/optimize_operators/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/optimize_operators/opt_conv_cuda.html b/docs/how_to/optimize_operators/opt_conv_cuda.html
index 674aaa3f15..74659fdb98 100644
--- a/docs/how_to/optimize_operators/opt_conv_cuda.html
+++ b/docs/how_to/optimize_operators/opt_conv_cuda.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -617,7 +617,7 @@ 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: 53.408576 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Convolution: 53.413406 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 a0fcb7b9d5..d7bec7659d 100644
--- a/docs/how_to/optimize_operators/opt_conv_tensorcore.html
+++ b/docs/how_to/optimize_operators/opt_conv_tensorcore.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -899,7 +899,7 @@ 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: 12.215491 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>conv2d with tensor core: 11.302695 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 38f806c170..044ad2e898 100644
--- a/docs/how_to/optimize_operators/opt_gemm.html
+++ b/docs/how_to/optimize_operators/opt_gemm.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -514,8 +514,8 @@ 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: 0.018517
-Baseline: 3.532917
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.016925
+Baseline: 3.354403
</pre></div>
</div>
<p>In TVM, we can always inspect lower level IR to debug or optimize our schedule.
@@ -574,7 +574,7 @@ 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: 0.289222
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt1: 0.284042
</pre></div>
</div>
<p>Here is the generated IR after blocking.</p>
@@ -631,7 +631,7 @@ 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: 0.267579
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt2: 0.259146
</pre></div>
</div>
<p>Here is the generated IR after vectorization.</p>
@@ -686,7 +686,7 @@ 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: 0.115898
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt3: 0.109748
</pre></div>
</div>
<p>Here is the generated IR after loop permutation.</p>
@@ -763,7 +763,7 @@ 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: 0.108820
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt4: 0.103734
</pre></div>
</div>
<p>Here is the generated IR after array packing.</p>
@@ -841,7 +841,7 @@ 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: 0.112657
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt5: 0.107192
</pre></div>
</div>
<p>Here is the generated IR after blocking.</p>
@@ -921,7 +921,7 @@ 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: 0.135460
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt6: 0.128941
</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 e8d1613a33..7be007dc5d 100644
--- a/docs/how_to/optimize_operators/sg_execution_times.html
+++ b/docs/how_to/optimize_operators/sg_execution_times.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-optimize-operators-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:34.706</strong> total execution time for <strong>how_to_optimize_operators</strong> files:</p>
+<p><strong>00:32.919</strong> total execution time for <strong>how_to_optimize_operators</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -392,15 +392,15 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="opt_gemm.html#sphx-glr-how-to-optimize-operators-opt-gemm-py"><span class="std std-ref">How to optimize GEMM on CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">opt_gemm.py</span></code>)</p></td>
-<td><p>00:31.305</p></td>
+<td><p>00:29.819</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="opt_conv_tensorcore.html#sphx-glr-how-to-optimize-operators-opt-conv-tensorcore-py"><span class="std std-ref">How to optimize convolution using TensorCores</span></a> (<code class="docutils literal notranslate"><span class="pre">opt_conv_tensorcore.py</span></code>)</p></td>
-<td><p>00:02.145</p></td>
+<td><p>00:01.932</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="opt_conv_cuda.html#sphx-glr-how-to-optimize-operators-opt-conv-cuda-py"><span class="std std-ref">How to optimize convolution on GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">opt_conv_cuda.py</span></code>)</p></td>
-<td><p>00:01.256</p></td>
+<td><p>00:01.168</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/profile/index.html b/docs/how_to/profile/index.html
index aa67b73af0..172d175066 100644
--- a/docs/how_to/profile/index.html
+++ b/docs/how_to/profile/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/profile/papi.html b/docs/how_to/profile/papi.html
index 1cf0e8b076..984aadd1e7 100644
--- a/docs/how_to/profile/papi.html
+++ b/docs/how_to/profile/papi.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/tune_with_autoscheduler/index.html b/docs/how_to/tune_with_autoscheduler/index.html
index 21ca1f5851..c431d3dbf9 100644
--- a/docs/how_to/tune_with_autoscheduler/index.html
+++ b/docs/how_to/tune_with_autoscheduler/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/tune_with_autoscheduler/sg_execution_times.html b/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
index cb27cb3592..48930e33c6 100644
--- a/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
+++ b/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-tune-with-autoscheduler-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>03:59.007</strong> total execution time for <strong>how_to_tune_with_autoscheduler</strong> files:</p>
+<p><strong>03:38.581</strong> total execution time for <strong>how_to_tune_with_autoscheduler</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 85%" />
@@ -392,27 +392,27 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_network_x86.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-x86-py"><span class="std std-ref">Auto-scheduling a Neural Network for x86 CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_x86.py</span></code>)</p></td>
-<td><p>01:43.896</p></td>
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@@ -1054,7 +1054,7 @@ class Module:
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</pre></div>
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</pre></div>
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--- a/docs/how_to/tune_with_autoscheduler/tune_network_arm.html
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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 af6f757104..c0eb55d4a8 100644
--- a/docs/how_to/tune_with_autoscheduler/tune_network_cuda.html
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<ul>
@@ -945,7 +945,7 @@ 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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+ 3.1891 3.1892 3.1895 3.1886 0.0004
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</div>
</div>
@@ -967,7 +967,7 @@ to learn how to use the RPC Tracker and RPC Server.
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diff --git a/docs/how_to/tune_with_autoscheduler/tune_network_mali.html b/docs/how_to/tune_with_autoscheduler/tune_network_mali.html
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diff --git a/docs/how_to/tune_with_autoscheduler/tune_network_x86.html b/docs/how_to/tune_with_autoscheduler/tune_network_x86.html
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<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -967,7 +967,7 @@ 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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</div>
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@@ -989,7 +989,7 @@ to learn how to use the RPC Tracker and RPC Server.
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diff --git a/docs/how_to/tune_with_autotvm/index.html b/docs/how_to/tune_with_autotvm/index.html
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<ul>
diff --git a/docs/how_to/tune_with_autotvm/sg_execution_times.html b/docs/how_to/tune_with_autotvm/sg_execution_times.html
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+++ b/docs/how_to/tune_with_autotvm/sg_execution_times.html
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<ul>
@@ -383,7 +383,7 @@
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<ul>
@@ -652,7 +652,7 @@ and measure running time.</p>
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<ul>
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<ul>
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<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/tune_with_autotvm/tune_relay_x86.html b/docs/how_to/tune_with_autotvm/tune_relay_x86.html
index 6454b62138..b011672a95 100644
--- a/docs/how_to/tune_with_autotvm/tune_relay_x86.html
+++ b/docs/how_to/tune_with_autotvm/tune_relay_x86.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/tutorials/cross_compilation_and_rpc.html b/docs/how_to/tutorials/cross_compilation_and_rpc.html
index e058e5b400..998aa147a0 100644
--- a/docs/how_to/tutorials/cross_compilation_and_rpc.html
+++ b/docs/how_to/tutorials/cross_compilation_and_rpc.html
@@ -48,7 +48,7 @@
<script type="text/javascript" src="../../_static/js/tlcpack_theme.js"></script>
<link rel="index" title="Index" href="../../genindex.html" />
<link rel="search" title="Search" href="../../search.html" />
- <link rel="next" title="Develope Apache TVM" href="../dev/index.html" />
+ <link rel="next" title="Development Guides" href="../dev/index.html" />
<link rel="prev" title="Optimize Large Language Model" href="optimize_llm.html" />
</head>
@@ -277,7 +277,7 @@
<li class="toctree-l2"><a class="reference internal" href="#summary">Summary</a></li>
</ul>
</li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -563,7 +563,7 @@ 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>1.23e-07 secs/op
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>1.166e-07 secs/op
</pre></div>
</div>
</div>
@@ -649,7 +649,7 @@ local machine.</p></li>
<div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
- <a href="../dev/index.html" class="btn btn-neutral float-right" title="Develope Apache TVM" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+ <a href="../dev/index.html" class="btn btn-neutral float-right" title="Development Guides" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
<a href="optimize_llm.html" class="btn btn-neutral float-left" title="Optimize Large Language Model" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
diff --git a/docs/how_to/tutorials/customize_opt.html b/docs/how_to/tutorials/customize_opt.html
index 60183bdd34..c1e117993d 100644
--- a/docs/how_to/tutorials/customize_opt.html
+++ b/docs/how_to/tutorials/customize_opt.html
@@ -281,7 +281,7 @@
</li>
<li class="toctree-l1"><a class="reference internal" href="optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/tutorials/e2e_opt_model.html b/docs/how_to/tutorials/e2e_opt_model.html
index 3e18aa7c75..3a2b1e811c 100644
--- a/docs/how_to/tutorials/e2e_opt_model.html
+++ b/docs/how_to/tutorials/e2e_opt_model.html
@@ -278,7 +278,7 @@
<li class="toctree-l1"><a class="reference internal" href="customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/tutorials/index.html b/docs/how_to/tutorials/index.html
index 8575ea9fbe..5702e213cb 100644
--- a/docs/how_to/tutorials/index.html
+++ b/docs/how_to/tutorials/index.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/tutorials/optimize_llm.html b/docs/how_to/tutorials/optimize_llm.html
index 6caf4643f9..4b4c599d05 100644
--- a/docs/how_to/tutorials/optimize_llm.html
+++ b/docs/how_to/tutorials/optimize_llm.html
@@ -284,7 +284,7 @@
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -987,7 +987,7 @@ IRModule to generate the token.</p>
<span class="nb">print</span><span class="p">(</span><span class="n">tokenizer</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="n">output_tokens</span><span class="p">))</span>
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 8.211 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 4.170 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-tutorials-optimize-llm-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/fb98884d1e98b239c77e2b86f43d4ac2/optimize_llm.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">optimize_llm.py</span></code></a></p>
diff --git a/docs/how_to/tutorials/sg_execution_times.html b/docs/how_to/tutorials/sg_execution_times.html
index 12b27aad81..3cadf5f27e 100644
--- a/docs/how_to/tutorials/sg_execution_times.html
+++ b/docs/how_to/tutorials/sg_execution_times.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>01:10.560</strong> total execution time for <strong>how_to_tutorials</strong> files:</p>
+<p><strong>01:06.460</strong> total execution time for <strong>how_to_tutorials</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -392,19 +392,19 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="optimize_llm.html#sphx-glr-how-to-tutorials-optimize-llm-py"><span class="std std-ref">Optimize Large Language Model</span></a> (<code class="docutils literal notranslate"><span class="pre">optimize_llm.py</span></code>)</p></td>
-<td><p>01:08.211</p></td>
+<td><p>01:04.170</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="customize_opt.html#sphx-glr-how-to-tutorials-customize-opt-py"><span class="std std-ref">Customize Optimization</span></a> (<code class="docutils literal notranslate"><span class="pre">customize_opt.py</span></code>)</p></td>
-<td><p>00:00.863</p></td>
+<td><p>00:00.816</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="cross_compilation_and_rpc.html#sphx-glr-how-to-tutorials-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>00:00.806</p></td>
+<td><p>00:00.778</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="e2e_opt_model.html#sphx-glr-how-to-tutorials-e2e-opt-model-py"><span class="std std-ref">End-to-End Optimize Model</span></a> (<code class="docutils literal notranslate"><span class="pre">e2e_opt_model.py</span></code>)</p></td>
-<td><p>00:00.681</p></td>
+<td><p>00:00.695</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/work_with_microtvm/index.html b/docs/how_to/work_with_microtvm/index.html
index a53a0d8433..45991bd056 100644
--- a/docs/how_to/work_with_microtvm/index.html
+++ b/docs/how_to/work_with_microtvm/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_microtvm/micro_aot.html b/docs/how_to/work_with_microtvm/micro_aot.html
index 3f18640d80..7ec132ef22 100644
--- a/docs/how_to/work_with_microtvm/micro_aot.html
+++ b/docs/how_to/work_with_microtvm/micro_aot.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_microtvm/micro_autotune.html b/docs/how_to/work_with_microtvm/micro_autotune.html
index ba683f3923..3ccac4a283 100644
--- a/docs/how_to/work_with_microtvm/micro_autotune.html
+++ b/docs/how_to/work_with_microtvm/micro_autotune.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -686,10 +686,10 @@ the tuned operator.</p>
<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)
--------- --- -------- ------- ----- ------ ------- ----------------
-tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 306.5 98.391 (1, 2, 10, 10, 3) 2 1 [306.5]
-tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 4.055 1.302 (1, 6, 10, 10) 1 1 [4.055]
-tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.957 0.307 (1, 1, 10, 10, 3) 1 1 [0.957]
-Total_time - 311.512 - - - - -
+tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 296.5 98.753 (1, 2, 10, 10, 3) 2 1 [296.5]
+tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.804 0.934 (1, 6, 10, 10) 1 1 [2.804]
+tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.94 0.313 (1, 1, 10, 10, 3) 1 1 [0.94]
+Total_time - 300.244 - - - - -
</pre></div>
</div>
</div>
@@ -741,13 +741,13 @@ 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 139.6 98.159 (1, 6, 10, 10, 1) 2 1 [139.6]
-tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.776 1.249 (1, 6, 10, 10) 1 1 [1.776]
-tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.842 0.592 (1, 3, 10, 10, 1) 1 1 [0.842]
-Total_time - 142.218 - - - - -
+tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 100.8 97.533 (1, 6, 10, 10, 1) 2 1 [100.8]
+tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.733 1.677 (1, 6, 10, 10) 1 1 [1.733]
+tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.817 0.79 (1, 3, 10, 10, 1) 1 1 [0.817]
+Total_time - 103.35 - - - - -
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 24.563 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 23.684 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-work-with-microtvm-micro-autotune-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/9ccca8fd489a1486ac71b55a55c320c5/micro_autotune.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_autotune.py</span></code></a></p>
diff --git a/docs/how_to/work_with_microtvm/micro_custom_ide.html b/docs/how_to/work_with_microtvm/micro_custom_ide.html
index cc89a891da..6cf213f526 100644
--- a/docs/how_to/work_with_microtvm/micro_custom_ide.html
+++ b/docs/how_to/work_with_microtvm/micro_custom_ide.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_microtvm/micro_ethosu.html b/docs/how_to/work_with_microtvm/micro_ethosu.html
index ce0497aab5..599ab6d65a 100644
--- a/docs/how_to/work_with_microtvm/micro_ethosu.html
+++ b/docs/how_to/work_with_microtvm/micro_ethosu.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_microtvm/micro_mlperftiny.html b/docs/how_to/work_with_microtvm/micro_mlperftiny.html
index e99d42e61e..8652b376e1 100644
--- a/docs/how_to/work_with_microtvm/micro_mlperftiny.html
+++ b/docs/how_to/work_with_microtvm/micro_mlperftiny.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_microtvm/micro_pytorch.html b/docs/how_to/work_with_microtvm/micro_pytorch.html
index 7cffaa9e64..f584f8d215 100644
--- a/docs/how_to/work_with_microtvm/micro_pytorch.html
+++ b/docs/how_to/work_with_microtvm/micro_pytorch.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -497,7 +497,8 @@ 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
0%| | 0.00/3.42M [00:00<?, ?B/s]
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+ 21%|##1 | 752k/3.42M [00:00<00:00, 7.65MB/s]
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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,
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/ao/nn/quantized/modules/__init__.py:97: TracerWarning: Converting a tensor to a Python float might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
@@ -625,7 +626,7 @@ 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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<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
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index 0f34a24afe..48549690df 100644
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<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
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<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -566,7 +566,7 @@ take about <strong>2 minutes</strong> to download the Stanford Cars, while COCO
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</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>'/tmp/tmpivydmdyf/images/random'
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@@ -626,8 +626,8 @@ 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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</div>
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@@ -739,13 +739,13 @@ the time on our validation set).</p>
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Epoch 2/3
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Epoch 3/3
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</pre></div>
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</div>
@@ -1009,7 +1009,7 @@ 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
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-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
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<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
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<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>
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<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>
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<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>
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index c91c8efd98..1a5f8b30ab 100644
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<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
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<ul>
diff --git a/docs/how_to/work_with_relay/sg_execution_times.html b/docs/how_to/work_with_relay/sg_execution_times.html
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<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
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</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
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<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>
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diff --git a/docs/how_to/work_with_relay/using_external_lib.html b/docs/how_to/work_with_relay/using_external_lib.html
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<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
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<ul>
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+++ b/docs/how_to/work_with_relay/using_pipeline_executor.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_relay/using_relay_viz.html b/docs/how_to/work_with_relay/using_relay_viz.html
index fc3b6f696f..8c1c49bcc5 100644
--- a/docs/how_to/work_with_relay/using_relay_viz.html
+++ b/docs/how_to/work_with_relay/using_relay_viz.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_schedules/extern_op.html b/docs/how_to/work_with_schedules/extern_op.html
index f371eb24f8..7830f79b7c 100644
--- a/docs/how_to/work_with_schedules/extern_op.html
+++ b/docs/how_to/work_with_schedules/extern_op.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_schedules/index.html b/docs/how_to/work_with_schedules/index.html
index 1b66d80c0e..9156d0dd09 100644
--- a/docs/how_to/work_with_schedules/index.html
+++ b/docs/how_to/work_with_schedules/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_schedules/reduction.html b/docs/how_to/work_with_schedules/reduction.html
index acf1860a7f..168d635dd6 100644
--- a/docs/how_to/work_with_schedules/reduction.html
+++ b/docs/how_to/work_with_schedules/reduction.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_schedules/scan.html b/docs/how_to/work_with_schedules/scan.html
index 92a13a6451..82f34c95b9 100644
--- a/docs/how_to/work_with_schedules/scan.html
+++ b/docs/how_to/work_with_schedules/scan.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_schedules/schedule_primitives.html b/docs/how_to/work_with_schedules/schedule_primitives.html
index 22b0602ea2..872e4f6ae6 100644
--- a/docs/how_to/work_with_schedules/schedule_primitives.html
+++ b/docs/how_to/work_with_schedules/schedule_primitives.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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 477a012d19..388c90c541 100644
--- a/docs/how_to/work_with_schedules/sg_execution_times.html
+++ b/docs/how_to/work_with_schedules/sg_execution_times.html
@@ -267,7 +267,7 @@
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<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<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>00:03.185</strong> total execution time for <strong>how_to_work_with_schedules</strong> files:</p>
+<p><strong>00:03.110</strong> total execution time for <strong>how_to_work_with_schedules</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -392,31 +392,31 @@
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<tbody>
<tr class="row-odd"><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>
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<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><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>
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<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><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>
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<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><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>
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<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="tedd.html#sphx-glr-how-to-work-with-schedules-tedd-py"><span class="std std-ref">Use Tensor Expression Debug Display (TEDD) for Visualization</span></a> (<code class="docutils literal notranslate"><span class="pre">tedd.py</span></code>)</p></td>
-<td><p>00:00.078</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="schedule_primitives.html#sphx-glr-how-to-work-with-schedules-schedule-primitives-py"><span class="std std-ref">Schedule Primitives in TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">schedule_primitives.py</span></code>)</p></td>
+<td><p>00:00.068</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="schedule_primitives.html#sphx-glr-how-to-work-with-schedules-schedule-primitives-py"><span class="std std-ref">Schedule Primitives in TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">schedule_primitives.py</span></code>)</p></td>
-<td><p>00:00.071</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="tedd.html#sphx-glr-how-to-work-with-schedules-tedd-py"><span class="std std-ref">Use Tensor Expression Debug Display (TEDD) for Visualization</span></a> (<code class="docutils literal notranslate"><span class="pre">tedd.py</span></code>)</p></td>
+<td><p>00:00.064</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tuple_inputs.html#sphx-glr-how-to-work-with-schedules-tuple-inputs-py"><span class="std std-ref">Compute and Reduce with Tuple Inputs</span></a> (<code class="docutils literal notranslate"><span class="pre">tuple_inputs.py</span></code>)</p></td>
-<td><p>00:00.038</p></td>
+<td><p>00:00.032</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/work_with_schedules/tedd.html b/docs/how_to/work_with_schedules/tedd.html
index 36d969fe4e..69927cd6df 100644
--- a/docs/how_to/work_with_schedules/tedd.html
+++ b/docs/how_to/work_with_schedules/tedd.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_schedules/tensorize.html b/docs/how_to/work_with_schedules/tensorize.html
index 80104fb09a..9580615842 100644
--- a/docs/how_to/work_with_schedules/tensorize.html
+++ b/docs/how_to/work_with_schedules/tensorize.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/how_to/work_with_schedules/tuple_inputs.html b/docs/how_to/work_with_schedules/tuple_inputs.html
index 19c48a827e..64d42b15e3 100644
--- a/docs/how_to/work_with_schedules/tuple_inputs.html
+++ b/docs/how_to/work_with_schedules/tuple_inputs.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/index.html b/docs/index.html
index 6e21cc2dcf..240d8d6f4c 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -268,7 +268,7 @@
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -409,7 +409,7 @@ driving its costs down.</p>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="how_to/dev/index.html">Development Guides</a></li>
</ul>
</div>
<div class="toctree-wrapper compound">
diff --git a/docs/install/docker.html b/docs/install/docker.html
index 847d407c23..62e83e5be4 100644
--- a/docs/install/docker.html
+++ b/docs/install/docker.html
@@ -276,7 +276,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/install/from_source.html b/docs/install/from_source.html
index 46a04aa794..360a90db6d 100644
--- a/docs/install/from_source.html
+++ b/docs/install/from_source.html
@@ -287,7 +287,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/install/index.html b/docs/install/index.html
index bfc39af442..e85017ea1f 100644
--- a/docs/install/index.html
+++ b/docs/install/index.html
@@ -273,7 +273,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/objects.inv b/docs/objects.inv
index 1eb733ca0b..11e95ddf27 100644
Binary files a/docs/objects.inv and b/docs/objects.inv differ
diff --git a/docs/py-modindex.html b/docs/py-modindex.html
index ee6c16c464..7b1f6824fc 100644
--- a/docs/py-modindex.html
+++ b/docs/py-modindex.html
@@ -270,7 +270,7 @@
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/reference/api/links.html b/docs/reference/api/links.html
index 650081ff07..2f9699dd02 100644
--- a/docs/reference/api/links.html
+++ b/docs/reference/api/links.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/reference/api/python/auto_scheduler.html b/docs/reference/api/python/auto_scheduler.html
index 00ed661838..37b0ef8d95 100644
--- a/docs/reference/api/python/auto_scheduler.html
+++ b/docs/reference/api/python/auto_scheduler.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -1670,7 +1670,7 @@ 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>
@@ -1954,7 +1954,7 @@ 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">
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/reference/api/python/driver.html b/docs/reference/api/python/driver.html
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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index be087394f3..9f047634ec 100644
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/reference/api/python/index.html b/docs/reference/api/python/index.html
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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index ac8951271b..075e3c5506 100644
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<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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index 6cf8c0d2fc..d1fbf87c48 100644
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<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
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index edb770381c..c6c5f2485f 100644
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<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/reference/api/typedoc/classes/ArtifactCache.html b/docs/reference/api/typedoc/classes/ArtifactCache.html
index 7ece1876e9..d61880d455 100644
--- a/docs/reference/api/typedoc/classes/ArtifactCache.html
+++ b/docs/reference/api/typedoc/classes/ArtifactCache.html
@@ -27,7 +27,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/ArtifactCacheTemplate.html" class="tsd-signature-type tsd-kind-interface">ArtifactCacheTemplate</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L90">artifact_cache.ts:90</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L90">artifact_cache.ts:90</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">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/ff884b609/web/src/artifact_cache.ts#L94">artifact_cache.ts:94</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L94">artifact_cache.ts:94</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="addToCache" class="tsd-anchor"></a>
@@ -83,7 +83,7 @@
<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><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#addToCache">addToCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L132">artifact_cache.ts:132</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L132">artifact_cache.ts:132</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="deleteInCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>delete<wbr/>In<wbr/>Cache</span><a href="#deleteInCache" 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 @@
<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">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#deleteInCache">deleteInCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L162">artifact_cache.ts:162</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L162">artifact_cache.ts:162</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="fetchWithCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>fetch<wbr/>With<wbr/>Cache</span><a href="#fetchWithCache" 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 @@
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#fetchWithCache">fetchWithCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L121">artifact_cache.ts:121</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L121">artifact_cache.ts:121</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">
@@ -147,7 +147,7 @@
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#hasAllKeys">hasAllKeys</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L148">artifact_cache.ts:148</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L148">artifact_cache.ts:148</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="responseTostoretype" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>response<wbr/>Tostoretype</span><a href="#responseTostoretype" 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">
@@ -164,7 +164,7 @@
<h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">storetype</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">any</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L101">artifact_cache.ts:101</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L101">artifact_cache.ts:101</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/ArtifactIndexedDBCache.html b/docs/reference/api/typedoc/classes/ArtifactIndexedDBCache.html
index 23c32cfb78..54dff9f334 100644
--- a/docs/reference/api/typedoc/classes/ArtifactIndexedDBCache.html
+++ b/docs/reference/api/typedoc/classes/ArtifactIndexedDBCache.html
@@ -27,7 +27,7 @@
<ul class="tsd-hierarchy">
<li><a href="../interfaces/ArtifactCacheTemplate.html" class="tsd-signature-type tsd-kind-interface">ArtifactCacheTemplate</a></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L173">artifact_cache.ts:173</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L173">artifact_cache.ts:173</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">
@@ -60,7 +60,7 @@
<h5><span class="tsd-kind-parameter">dbName</span>: <span class="tsd-signature-type">string</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="ArtifactIndexedDBCache.html" class="tsd-signature-type tsd-kind-class">ArtifactIndexedDBCache</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L178">artifact_cache.ts:178</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L178">artifact_cache.ts:178</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="addToCache" class="tsd-anchor"></a>
@@ -84,7 +84,7 @@
<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><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#addToCache">addToCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L288">artifact_cache.ts:288</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L288">artifact_cache.ts:288</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="addToIndexedDB" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>add<wbr/>To<wbr/>IndexedDB</span><a href="#addToIndexedDB" 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 @@
<h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">storetype</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">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/ff884b609/web/src/artifact_cache.ts#L263">artifact_cache.ts:263</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L263">artifact_cache.ts:263</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="asyncGetHelper" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>async<wbr/>Get<wbr/>Helper</span><a href="#asyncGetHelper" 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">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">any</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L230">artifact_cache.ts:230</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L230">artifact_cache.ts:230</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="deleteInCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>delete<wbr/>In<wbr/>Cache</span><a href="#deleteInCache" 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">
@@ -132,7 +132,7 @@
<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><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#deleteInCache">deleteInCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L339">artifact_cache.ts:339</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L339">artifact_cache.ts:339</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="fetchWithCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>fetch<wbr/>With<wbr/>Cache</span><a href="#fetchWithCache" 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 @@ cache, fetch the data and then add to cache.</p>
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#fetchWithCache">fetchWithCache</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L247">artifact_cache.ts:247</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L247">artifact_cache.ts:247</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">
@@ -174,7 +174,7 @@ cache, fetch the data and then add to cache.</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">boolean</span><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/ArtifactCacheTemplate.html">ArtifactCacheTemplate</a>.<a href="../interfaces/ArtifactCacheTemplate.html#hasAllKeys">hasAllKeys</a></p>
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L307">artifact_cache.ts:307</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L307">artifact_cache.ts:307</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 3c94fe453a..da5a88339c 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/ff884b609/web/src/runtime.ts#L418">runtime.ts:418</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L418">runtime.ts:418</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/ff884b609/web/src/runtime.ts#L426">runtime.ts:426</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L426">runtime.ts:426</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/ff884b609/web/src/runtime.ts#L422">runtime.ts:422</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L422">runtime.ts:422</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/ff884b609/web/src/runtime.ts#L420">runtime.ts:420</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L420">runtime.ts:420</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/ff884b609/web/src/runtime.ts#L424">runtime.ts:424</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L424">runtime.ts:424</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/ff884b609/web/src/runtime.ts#L441">runtime.ts:441</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L441">runtime.ts:441</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>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L432">runtime.ts:432</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 a8bdd51d9e..4319ddd293 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/ff884b609/web/src/runtime.ts#L358">runtime.ts:358</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L358">runtime.ts:358</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/ff884b609/web/src/runtime.ts#L366">runtime.ts:366</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L366">runtime.ts:366</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/ff884b609/web/src/runtime.ts#L362">runtime.ts:362</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L362">runtime.ts:362</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/ff884b609/web/src/runtime.ts#L360">runtime.ts:360</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L360">runtime.ts:360</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/ff884b609/web/src/runtime.ts#L385">runtime.ts:385</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L385">runtime.ts:385</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/ff884b609/web/src/runtime.ts#L392">runtime.ts:392</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L392">runtime.ts:392</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 1209d07a41..da506be228 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/ff884b609/web/src/runtime.ts#L1015">runtime.ts:1015</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1015">runtime.ts:1015</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">
@@ -145,24 +145,24 @@ 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/ff884b609/web/src/runtime.ts#L1047">runtime.ts:1047</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1047">runtime.ts:1047</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/ff884b609/web/src/runtime.ts#L1018">runtime.ts:1018</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1018">runtime.ts:1018</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/ff884b609/web/src/runtime.ts#L1017">runtime.ts:1017</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1017">runtime.ts:1017</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/ff884b609/web/src/runtime.ts#L1016">runtime.ts:1016</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1016">runtime.ts:1016</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>
@@ -198,7 +198,7 @@ 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/ff884b609/web/src/runtime.ts#L1821">runtime.ts:1821</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1821">runtime.ts:1821</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">
@@ -223,7 +223,7 @@ 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/ff884b609/web/src/runtime.ts#L1808">runtime.ts:1808</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1808">runtime.ts:1808</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">
@@ -244,7 +244,7 @@ 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/ff884b609/web/src/runtime.ts#L1838">runtime.ts:1838</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1838">runtime.ts:1838</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">
@@ -261,7 +261,7 @@ 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/ff884b609/web/src/runtime.ts#L2051">runtime.ts:2051</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L2051">runtime.ts:2051</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="asyncifyEnabled" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>asyncify<wbr/>Enabled</span><a href="#asyncifyEnabled" 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">
@@ -272,7 +272,7 @@ token_freqs[i] is the frequency of token_ids[i], for all i. And all token_freqs
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4><p>The asynctify mode toggle</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L1115">runtime.ts:1115</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1115">runtime.ts:1115</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">
@@ -299,7 +299,7 @@ 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/ff884b609/web/src/runtime.ts#L1183">runtime.ts:1183</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1183">runtime.ts:1183</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">
@@ -309,7 +309,7 @@ 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/ff884b609/web/src/runtime.ts#L1142">runtime.ts:1142</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1142">runtime.ts:1142</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">
@@ -344,7 +344,7 @@ 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/ff884b609/web/src/runtime.ts#L1090">runtime.ts:1090</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1090">runtime.ts:1090</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">
@@ -361,7 +361,7 @@ 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/ff884b609/web/src/runtime.ts#L1846">runtime.ts:1846</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1846">runtime.ts:1846</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">
@@ -371,7 +371,7 @@ 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/ff884b609/web/src/runtime.ts#L1877">runtime.ts:1877</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1877">runtime.ts:1877</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">
@@ -388,7 +388,7 @@ 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/ff884b609/web/src/runtime.ts#L1688">runtime.ts:1688</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1688">runtime.ts:1688</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">
@@ -406,7 +406,7 @@ 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/ff884b609/web/src/runtime.ts#L1361">runtime.ts:1361</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1361">runtime.ts:1361</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">
@@ -432,7 +432,7 @@ 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/ff884b609/web/src/runtime.ts#L1210">runtime.ts:1210</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1210">runtime.ts:1210</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">
@@ -454,7 +454,7 @@ 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/ff884b609/web/src/runtime.ts#L1680">runtime.ts:1680</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1680">runtime.ts:1680</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">
@@ -467,7 +467,7 @@ 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/ff884b609/web/src/runtime.ts#L1119">runtime.ts:1119</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1119">runtime.ts:1119</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">
@@ -493,7 +493,7 @@ 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/ff884b609/web/src/runtime.ts#L1708">runtime.ts:1708</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1708">runtime.ts:1708</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">
@@ -506,7 +506,7 @@ 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/ff884b609/web/src/runtime.ts#L1153">runtime.ts:1153</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1153">runtime.ts:1153</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">
@@ -540,7 +540,7 @@ 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/ff884b609/web/src/runtime.ts#L1450">runtime.ts:1450</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1450">runtime.ts:1450</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">
@@ -558,7 +558,7 @@ 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/ff884b609/web/src/runtime.ts#L1298">runtime.ts:1298</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1298">runtime.ts:1298</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">
@@ -579,7 +579,7 @@ 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/ff884b609/web/src/runtime.ts#L1389">runtime.ts:1389</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1389">runtime.ts:1389</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">
@@ -597,7 +597,7 @@ 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/ff884b609/web/src/runtime.ts#L1400">runtime.ts:1400</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1400">runtime.ts:1400</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">
@@ -614,7 +614,7 @@ 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/ff884b609/web/src/runtime.ts#L2114">runtime.ts:2114</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L2114">runtime.ts:2114</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">
@@ -632,7 +632,7 @@ 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/ff884b609/web/src/runtime.ts#L1333">runtime.ts:1333</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1333">runtime.ts:1333</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">
@@ -643,7 +643,7 @@ 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/ff884b609/web/src/runtime.ts#L1226">runtime.ts:1226</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1226">runtime.ts:1226</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">
@@ -661,7 +661,7 @@ 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/ff884b609/web/src/runtime.ts#L1924">runtime.ts:1924</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1924">runtime.ts:1924</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">
@@ -679,7 +679,7 @@ 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/ff884b609/web/src/runtime.ts#L1915">runtime.ts:1915</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1915">runtime.ts:1915</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">
@@ -699,7 +699,7 @@ 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/ff884b609/web/src/runtime.ts#L1890">runtime.ts:1890</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1890">runtime.ts:1890</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">
@@ -724,7 +724,7 @@ 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/ff884b609/web/src/runtime.ts#L1196">runtime.ts:1196</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1196">runtime.ts:1196</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">
@@ -734,7 +734,7 @@ 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/ff884b609/web/src/runtime.ts#L1436">runtime.ts:1436</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1436">runtime.ts:1436</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">
@@ -752,7 +752,7 @@ 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>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1409">runtime.ts:1409</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">
@@ -770,7 +770,7 @@ alive when exit the current scope.</p>
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<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L1418">runtime.ts:1418</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1418">runtime.ts:1418</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">
@@ -793,7 +793,7 @@ alive when exit the current scope.</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/ff884b609/web/src/runtime.ts#L1427">runtime.ts:1427</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1427">runtime.ts:1427</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">
@@ -821,7 +821,7 @@ These functions contains explicit continuation</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/ff884b609/web/src/runtime.ts#L2024">runtime.ts:2024</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L2024">runtime.ts:2024</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerAsyncifyFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Asyncify<wbr/>Func</span><a href="#registerAsyncifyFunc" 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">
@@ -860,7 +860,7 @@ The wasm needs to be compiled with Asynctify</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/ff884b609/web/src/runtime.ts#L2005">runtime.ts:2005</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L2005">runtime.ts:2005</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">
@@ -883,7 +883,7 @@ The wasm needs to be compiled with Asynctify</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/ff884b609/web/src/runtime.ts#L1265">runtime.ts:1265</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1265">runtime.ts:1265</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">
@@ -900,7 +900,7 @@ The wasm needs to be compiled with Asynctify</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/ff884b609/web/src/runtime.ts#L1378">runtime.ts:1378</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1378">runtime.ts:1378</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">
@@ -925,7 +925,7 @@ The wasm needs to be compiled with Asynctify</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/ff884b609/web/src/runtime.ts#L1961">runtime.ts:1961</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1961">runtime.ts:1961</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">
@@ -935,7 +935,7 @@ The wasm needs to be compiled with Asynctify</p>
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<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/ff884b609/web/src/runtime.ts#L1131">runtime.ts:1131</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1131">runtime.ts:1131</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">
@@ -961,7 +961,7 @@ The wasm needs to be compiled with Asynctify</p>
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L1787">runtime.ts:1787</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1787">runtime.ts:1787</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="sampleTopPFromProb" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sample<wbr/>TopPFrom<wbr/>Prob</span><a href="#sampleTopPFromProb" 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">
@@ -983,7 +983,7 @@ The wasm needs to be compiled with Asynctify</p>
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<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L1798">runtime.ts:1798</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1798">runtime.ts:1798</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">
@@ -1005,7 +1005,7 @@ The wasm needs to be compiled with Asynctify</p>
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L1670">runtime.ts:1670</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1670">runtime.ts:1670</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">
@@ -1035,7 +1035,7 @@ Allocate new temporary space from the stack if necessary.</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/ff884b609/web/src/runtime.ts#L2264">runtime.ts:2264</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L2264">runtime.ts:2264</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="setSeed" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>set<wbr/>Seed</span><a href="#setSeed" 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">
@@ -1050,7 +1050,7 @@ Allocate new temporary space from the stack if necessary.</p>
<h5><span class="tsd-kind-parameter">seed</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/ff884b609/web/src/runtime.ts#L1775">runtime.ts:1775</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1775">runtime.ts:1775</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">
@@ -1067,7 +1067,7 @@ Allocate new temporary space from the stack if necessary.</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/ff884b609/web/src/runtime.ts#L1855">runtime.ts:1855</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1855">runtime.ts:1855</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">
@@ -1079,7 +1079,7 @@ 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/ff884b609/web/src/runtime.ts#L1219">runtime.ts:1219</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1219">runtime.ts:1219</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">
@@ -1097,7 +1097,7 @@ 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/ff884b609/web/src/runtime.ts#L1624">runtime.ts:1624</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1624">runtime.ts:1624</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>
<ul class="tsd-signatures">
@@ -1115,7 +1115,7 @@ 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/ff884b609/web/src/runtime.ts#L1344">runtime.ts:1344</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1344">runtime.ts:1344</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>
<ul class="tsd-signatures">
@@ -1133,7 +1133,7 @@ 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/ff884b609/web/src/runtime.ts#L1933">runtime.ts:1933</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1933">runtime.ts:1933</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>
<ul class="tsd-signatures">
@@ -1163,7 +1163,7 @@ 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/ff884b609/web/src/runtime.ts#L1754">runtime.ts:1754</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1754">runtime.ts:1754</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">
@@ -1180,7 +1180,7 @@ 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/ff884b609/web/src/runtime.ts#L1696">runtime.ts:1696</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1696">runtime.ts:1696</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">
@@ -1213,7 +1213,7 @@ System lib is a global module that contains self register functions in startup.<
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type tsd-kind-type-parameter">T</span></h4><p>The result value.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L1167">runtime.ts:1167</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1167">runtime.ts:1167</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="wrapAsyncifyPackedFunc" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>wrap<wbr/>Asyncify<wbr/>Packed<wbr/>Func</span><a href="#wrapAsyncifyPackedFunc" 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">
@@ -1236,7 +1236,7 @@ to make sure you use await when calling the funciton.</p>
<h4 class="tsd-returns-title">Returns <a href="../types/_internal_.AsyncPackedFunc.html" class="tsd-signature-type tsd-kind-type-alias">AsyncPackedFunc</a></h4><p>The wrapped AsyncPackedFunc</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L1988">runtime.ts:1988</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L1988">runtime.ts:1988</a></li></ul></aside></li></ul></section></section></div>
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diff --git a/docs/reference/api/typedoc/classes/LinearCongruentialGenerator.html b/docs/reference/api/typedoc/classes/LinearCongruentialGenerator.html
index 0876fc4a1f..f0e9a048bc 100644
--- a/docs/reference/api/typedoc/classes/LinearCongruentialGenerator.html
+++ b/docs/reference/api/typedoc/classes/LinearCongruentialGenerator.html
@@ -26,7 +26,7 @@ sepcification in <a href="https://en.cppreference.com/w/cpp/numeric/random/linea
<ul class="tsd-hierarchy">
<li><span class="target">LinearCongruentialGenerator</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/support.ts#L88">support.ts:88</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/support.ts#L88">support.ts:88</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
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@@ -59,24 +59,24 @@ sepcification in <a href="https://en.cppreference.com/w/cpp/numeric/random/linea
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<h4 class="tsd-returns-title">Returns <a href="LinearCongruentialGenerator.html" class="tsd-signature-type tsd-kind-class">LinearCongruentialGenerator</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/support.ts#L98">support.ts:98</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/support.ts#L98">support.ts:98</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="increment" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>increment</span><a href="#increment" 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">increment</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/ff884b609/web/src/support.ts#L91">support.ts:91</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/support.ts#L91">support.ts:91</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="modulus" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>modulus</span><a href="#modulus" 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">modulus</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/ff884b609/web/src/support.ts#L89">support.ts:89</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/support.ts#L89">support.ts:89</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="multiplier" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>multiplier</span><a href="#multiplier" 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">multiplier</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/ff884b609/web/src/support.ts#L90">support.ts:90</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/support.ts#L90">support.ts:90</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="nextInt" class="tsd-anchor"></a>
@@ -89,7 +89,7 @@ sepcification in <a href="https://en.cppreference.com/w/cpp/numeric/random/linea
</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/ff884b609/web/src/support.ts#L127">support.ts:127</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/support.ts#L127">support.ts:127</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="randomFloat" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>random<wbr/>Float</span><a href="#randomFloat" 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">
@@ -100,7 +100,7 @@ sepcification in <a href="https://en.cppreference.com/w/cpp/numeric/random/linea
</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/ff884b609/web/src/support.ts#L141">support.ts:141</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/support.ts#L141">support.ts:141</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="setSeed" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>set<wbr/>Seed</span><a href="#setSeed" 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 @@ sepcification in <a href="https://en.cppreference.com/w/cpp/numeric/random/linea
</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/ff884b609/web/src/support.ts#L111">support.ts:111</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/support.ts#L111">support.ts:111</a></li></ul></aside></li></ul></section></section></div>
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diff --git a/docs/reference/api/typedoc/classes/Module.html b/docs/reference/api/typedoc/classes/Module.html
index 28ef4b101a..2eb159835a 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/ff884b609/web/src/runtime.ts#L715">runtime.ts:715</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L715">runtime.ts:715</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/ff884b609/web/src/runtime.ts#L720">runtime.ts:720</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L720">runtime.ts:720</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/ff884b609/web/src/runtime.ts#L730">runtime.ts:730</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L730">runtime.ts:730</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/ff884b609/web/src/runtime.ts#L758">runtime.ts:758</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L758">runtime.ts:758</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/ff884b609/web/src/runtime.ts#L745">runtime.ts:745</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L745">runtime.ts:745</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>
</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/ff884b609/web/src/runtime.ts#L792">runtime.ts:792</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L792">runtime.ts:792</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/NDArray.html b/docs/reference/api/typedoc/classes/NDArray.html
index 503426f17d..8b4640dc59 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/ff884b609/web/src/runtime.ts#L449">runtime.ts:449</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L449">runtime.ts:449</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/ff884b609/web/src/runtime.ts#L469">runtime.ts:469</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L469">runtime.ts:469</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>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L459">runtime.ts:459</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L459">runtime.ts:459</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/ff884b609/web/src/runtime.ts#L455">runtime.ts:455</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L455">runtime.ts:455</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>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L461">runtime.ts:461</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L461">runtime.ts:461</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/ff884b609/web/src/runtime.ts#L453">runtime.ts:453</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L453">runtime.ts:453</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>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L457">runtime.ts:457</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L457">runtime.ts:457</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/ff884b609/web/src/runtime.ts#L578">runtime.ts:578</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L578">runtime.ts:578</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/ff884b609/web/src/runtime.ts#L622">runtime.ts:622</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L622">runtime.ts:622</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/ff884b609/web/src/runtime.ts#L563">runtime.ts:563</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L563">runtime.ts:563</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/ff884b609/web/src/runtime.ts#L556">runtime.ts:556</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L556">runtime.ts:556</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/ff884b609/web/src/runtime.ts#L544">runtime.ts:544</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L544">runtime.ts:544</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/ff884b609/web/src/runtime.ts#L688">runtime.ts:688</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L688">runtime.ts:688</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/ff884b609/web/src/runtime.ts#L657">runtime.ts:657</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L657">runtime.ts:657</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">
@@ -239,7 +239,7 @@ 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/ff884b609/web/src/runtime.ts#L525">runtime.ts:525</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L525">runtime.ts:525</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 69eb7433e5..d838868a73 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/ff884b609/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/dcd32ac63/web/src/rpc_server.ts#L77">rpc_server.ts:77</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
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@@ -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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/web/src/rpc_server.ts#L78">rpc_server.ts:78</a></li></ul></aside></section></section></div>
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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 d23ceff2e1..f792f04247 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/ff884b609/web/src/runtime.ts#L296">runtime.ts:296</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L296">runtime.ts:296</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/ff884b609/web/src/runtime.ts#L302">runtime.ts:302</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L302">runtime.ts:302</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/ff884b609/web/src/runtime.ts#L300">runtime.ts:300</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L300">runtime.ts:300</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/ff884b609/web/src/runtime.ts#L298">runtime.ts:298</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L298">runtime.ts:298</a></li></ul></aside></section></section></div>
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diff --git a/docs/reference/api/typedoc/classes/TVMArray.html b/docs/reference/api/typedoc/classes/TVMArray.html
index f2ccd3b287..f0567ca021 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/ff884b609/web/src/runtime.ts#L889">runtime.ts:889</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/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">
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@@ -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/ff884b609/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/dcd32ac63/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/ff884b609/web/src/runtime.ts#L820">runtime.ts:820</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L820">runtime.ts:820</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/ff884b609/web/src/runtime.ts#L909">runtime.ts:909</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L909">runtime.ts:909</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/ff884b609/web/src/runtime.ts#L835">runtime.ts:835</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L835">runtime.ts:835</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/ff884b609/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/dcd32ac63/web/src/runtime.ts#L901">runtime.ts:901</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/ff884b609/web/src/runtime.ts#L843">runtime.ts:843</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L843">runtime.ts:843</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/ff884b609/web/src/runtime.ts#L863">runtime.ts:863</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L863">runtime.ts:863</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 fa854bbcbe..d418b47834 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/ff884b609/web/src/runtime.ts#L805">runtime.ts:805</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L805">runtime.ts:805</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/ff884b609/web/src/runtime.ts#L810">runtime.ts:810</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L810">runtime.ts:810</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/ff884b609/web/src/runtime.ts#L820">runtime.ts:820</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L820">runtime.ts:820</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/ff884b609/web/src/runtime.ts#L835">runtime.ts:835</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L835">runtime.ts:835</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/ff884b609/web/src/runtime.ts#L843">runtime.ts:843</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L843">runtime.ts:843</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/ff884b609/web/src/runtime.ts#L863">runtime.ts:863</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L863">runtime.ts:863</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 40f57f6c72..225fe940d3 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/ff884b609/web/src/runtime.ts#L944">runtime.ts:944</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L944">runtime.ts:944</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/ff884b609/web/src/runtime.ts#L951">runtime.ts:951</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L951">runtime.ts:951</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/ff884b609/web/src/runtime.ts#L964">runtime.ts:964</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L964">runtime.ts:964</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/ff884b609/web/src/runtime.ts#L972">runtime.ts:972</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L972">runtime.ts:972</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>
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<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/ff884b609/web/src/runtime.ts#L979">runtime.ts:979</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L979">runtime.ts:979</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/_internal_.AsyncifyHandler.html b/docs/reference/api/typedoc/classes/_internal_.AsyncifyHandler.html
index 34821555ca..090a811178 100644
--- a/docs/reference/api/typedoc/classes/_internal_.AsyncifyHandler.html
+++ b/docs/reference/api/typedoc/classes/_internal_.AsyncifyHandler.html
@@ -24,7 +24,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">AsyncifyHandler</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/asyncify.ts#L44">asyncify.ts:44</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/asyncify.ts#L44">asyncify.ts:44</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">
@@ -57,7 +57,7 @@
<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_.AsyncifyHandler.html" class="tsd-signature-type tsd-kind-class">AsyncifyHandler</a></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/asyncify.ts#L58">asyncify.ts:58</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/asyncify.ts#L58">asyncify.ts:58</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="enabled" class="tsd-anchor"></a>
@@ -70,7 +70,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4><p>Whether the wasm enables asynctify</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/asyncify.ts#L69">asyncify.ts:69</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/asyncify.ts#L69">asyncify.ts:69</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getState" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>State</span><a href="#getState" 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">
@@ -81,7 +81,7 @@
<h4 class="tsd-returns-title">Returns <a href="../enums/_internal_.AsyncifyStateKind.html" class="tsd-signature-type tsd-kind-enum">AsyncifyStateKind</a></h4><p>The current asynctify state</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/asyncify.ts#L78">asyncify.ts:78</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/asyncify.ts#L78">asyncify.ts:78</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="wrapExport" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>wrap<wbr/>Export</span><a href="#wrapExport" 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">
@@ -124,7 +124,7 @@
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</li></ul></li></ul><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/asyncify.ts#L140">asyncify.ts:140</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/asyncify.ts#L140">asyncify.ts:140</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="wrapImport" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>wrap<wbr/>Import</span><a href="#wrapImport" 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">
@@ -167,7 +167,7 @@
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4><p>The wrapped function that can be registered to the system</p>
</li></ul></li></ul><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/asyncify.ts#L88">asyncify.ts:88</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/asyncify.ts#L88">asyncify.ts:88</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 3b13c2836d..3e7ec7ee39 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/ff884b609/web/src/memory.ts#L206">memory.ts:206</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/web/src/memory.ts#L390">memory.ts:390</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/memory.ts#L390">memory.ts:390</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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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 cdba0d6b2d..885780dc53 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/ff884b609/web/src/webgpu.ts#L207">webgpu.ts:207</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L207">webgpu.ts:207</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/ff884b609/web/src/webgpu.ts#L216">webgpu.ts:216</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L216">webgpu.ts:216</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/ff884b609/web/src/webgpu.ts#L290">webgpu.ts:290</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L290">webgpu.ts:290</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/ff884b609/web/src/webgpu.ts#L366">webgpu.ts:366</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L366">webgpu.ts:366</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/ff884b609/web/src/webgpu.ts#L316">webgpu.ts:316</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L316">webgpu.ts:316</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 62f13a8e42..6cc2b0c444 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/ff884b609/web/src/environment.ts#L68">environment.ts:68</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/web/src/environment.ts#L70">environment.ts:70</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/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/ff884b609/web/src/environment.ts#L69">environment.ts:69</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/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/ff884b609/web/src/environment.ts#L78">environment.ts:78</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/web/src/environment.ts#L105">environment.ts:105</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_.FFILibrary.html b/docs/reference/api/typedoc/classes/_internal_.FFILibrary.html
index d422d72ea5..73cc8092af 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/ff884b609/web/src/runtime.ts#L56">runtime.ts:56</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L56">runtime.ts:56</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/ff884b609/web/src/runtime.ts#L64">runtime.ts:64</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L64">runtime.ts:64</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/ff884b609/web/src/runtime.ts#L59">runtime.ts:59</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L59">runtime.ts:59</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/ff884b609/web/src/runtime.ts#L58">runtime.ts:58</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L58">runtime.ts:58</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/ff884b609/web/src/runtime.ts#L57">runtime.ts:57</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L57">runtime.ts:57</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/ff884b609/web/src/runtime.ts#L60">runtime.ts:60</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L60">runtime.ts:60</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/ff884b609/web/src/runtime.ts#L90">runtime.ts:90</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L90">runtime.ts:90</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/ff884b609/web/src/runtime.ts#L79">runtime.ts:79</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L79">runtime.ts:79</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/ff884b609/web/src/runtime.ts#L98">runtime.ts:98</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L98">runtime.ts:98</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/ff884b609/web/src/runtime.ts#L109">runtime.ts:109</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L109">runtime.ts:109</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/ff884b609/web/src/runtime.ts#L86">runtime.ts:86</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L86">runtime.ts:86</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 0cad36574c..57ac7576b9 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/ff884b609/web/src/memory.ts#L31">memory.ts:31</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/web/src/memory.ts#L32">memory.ts:32</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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/ff884b609/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/dcd32ac63/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 0ca7e40ace..e82a1413ca 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/ff884b609/web/src/runtime.ts#L311">runtime.ts:311</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L311">runtime.ts:311</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/ff884b609/web/src/runtime.ts#L315">runtime.ts:315</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L315">runtime.ts:315</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/ff884b609/web/src/runtime.ts#L320">runtime.ts:320</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L320">runtime.ts:320</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/ff884b609/web/src/runtime.ts#L329">runtime.ts:329</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L329">runtime.ts:329</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 e40059b694..e6f6fdc200 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/ff884b609/web/src/runtime.ts#L155">runtime.ts:155</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L155">runtime.ts:155</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">
@@ -96,114 +96,114 @@
<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/ff884b609/web/src/runtime.ts#L180">runtime.ts:180</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L180">runtime.ts:180</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/ff884b609/web/src/runtime.ts#L175">runtime.ts:175</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L175">runtime.ts:175</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/ff884b609/web/src/runtime.ts#L174">runtime.ts:174</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L174">runtime.ts:174</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/ff884b609/web/src/runtime.ts#L176">runtime.ts:176</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L176">runtime.ts:176</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/ff884b609/web/src/runtime.ts#L166">runtime.ts:166</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L166">runtime.ts:166</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/ff884b609/web/src/runtime.ts#L163">runtime.ts:163</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L163">runtime.ts:163</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/ff884b609/web/src/runtime.ts#L165">runtime.ts:165</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L165">runtime.ts:165</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/ff884b609/web/src/runtime.ts#L164">runtime.ts:164</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L164">runtime.ts:164</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="arrayConcat" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>array<wbr/>Concat</span><a href="#arrayConcat" 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/>Concat</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/ff884b609/web/src/runtime.ts#L159">runtime.ts:159</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L159">runtime.ts:159</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/ff884b609/web/src/runtime.ts#L167">runtime.ts:167</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L167">runtime.ts:167</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/ff884b609/web/src/runtime.ts#L156">runtime.ts:156</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L156">runtime.ts:156</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/ff884b609/web/src/runtime.ts#L157">runtime.ts:157</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L157">runtime.ts:157</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/ff884b609/web/src/runtime.ts#L158">runtime.ts:158</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L158">runtime.ts:158</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/ff884b609/web/src/runtime.ts#L161">runtime.ts:161</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L161">runtime.ts:161</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/ff884b609/web/src/runtime.ts#L162">runtime.ts:162</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L162">runtime.ts:162</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/ff884b609/web/src/runtime.ts#L170">runtime.ts:170</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L170">runtime.ts:170</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/ff884b609/web/src/runtime.ts#L171">runtime.ts:171</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L171">runtime.ts:171</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/ff884b609/web/src/runtime.ts#L168">runtime.ts:168</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L168">runtime.ts:168</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/ff884b609/web/src/runtime.ts#L169">runtime.ts:169</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L169">runtime.ts:169</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/ff884b609/web/src/runtime.ts#L172">runtime.ts:172</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L172">runtime.ts:172</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="sampleTopPFromProb" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sample<wbr/>TopPFrom<wbr/>Prob</span><a href="#sampleTopPFromProb" 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/>Prob</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/ff884b609/web/src/runtime.ts#L173">runtime.ts:173</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L173">runtime.ts:173</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/ff884b609/web/src/runtime.ts#L160">runtime.ts:160</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L160">runtime.ts:160</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>
@@ -231,7 +231,7 @@
<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/ff884b609/web/src/runtime.ts#L254">runtime.ts:254</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L254">runtime.ts:254</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">
@@ -239,7 +239,7 @@
<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/ff884b609/web/src/runtime.ts#L228">runtime.ts:228</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L228">runtime.ts:228</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">
@@ -257,7 +257,7 @@
<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/ff884b609/web/src/runtime.ts#L273">runtime.ts:273</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L273">runtime.ts:273</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">
@@ -270,7 +270,7 @@ 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/ff884b609/web/src/runtime.ts#L204">runtime.ts:204</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L204">runtime.ts:204</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">
@@ -278,7 +278,7 @@ 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/ff884b609/web/src/runtime.ts#L232">runtime.ts:232</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L232">runtime.ts:232</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">
@@ -296,7 +296,7 @@ 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/ff884b609/web/src/runtime.ts#L263">runtime.ts:263</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L263">runtime.ts:263</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 16905770fa..5a2915da38 100644
--- a/docs/reference/api/typedoc/classes/_internal_.TVMString.html
+++ b/docs/reference/api/typedoc/classes/_internal_.TVMString.html
@@ -26,7 +26,7 @@
<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/ff884b609/web/src/runtime.ts#L915">runtime.ts:915</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L915">runtime.ts:915</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/ff884b609/web/src/runtime.ts#L916">runtime.ts:916</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L916">runtime.ts:916</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/ff884b609/web/src/runtime.ts#L820">runtime.ts:820</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L820">runtime.ts:820</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/ff884b609/web/src/runtime.ts#L835">runtime.ts:835</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L835">runtime.ts:835</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>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</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/ff884b609/web/src/runtime.ts#L927">runtime.ts:927</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L927">runtime.ts:927</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">
@@ -118,7 +118,7 @@ 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/ff884b609/web/src/runtime.ts#L843">runtime.ts:843</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L843">runtime.ts:843</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/ff884b609/web/src/runtime.ts#L863">runtime.ts:863</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L863">runtime.ts:863</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_.WebGPUContext.html b/docs/reference/api/typedoc/classes/_internal_.WebGPUContext.html
index a02bcdc480..6df91a853e 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/ff884b609/web/src/webgpu.ts#L384">webgpu.ts:384</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L384">webgpu.ts:384</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/ff884b609/web/src/webgpu.ts#L409">webgpu.ts:409</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L409">webgpu.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="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/ff884b609/web/src/webgpu.ts#L385">webgpu.ts:385</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L385">webgpu.ts:385</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/ff884b609/web/src/webgpu.ts#L386">webgpu.ts:386</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L386">webgpu.ts:386</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/ff884b609/web/src/webgpu.ts#L493">webgpu.ts:493</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L493">webgpu.ts:493</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/ff884b609/web/src/webgpu.ts#L485">webgpu.ts:485</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L485">webgpu.ts:485</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/ff884b609/web/src/webgpu.ts#L467">webgpu.ts:467</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L467">webgpu.ts:467</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/ff884b609/web/src/webgpu.ts#L505">webgpu.ts:505</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L505">webgpu.ts:505</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="createShaderAsync" class="tsd-anchor"></a>
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<ul>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L517">webgpu.ts:517</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="dispose" class="tsd-anchor"></a>
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<ul class="tsd-signatures">
@@ -191,7 +191,7 @@ via createComputePipelineAsync</p>
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<ul>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L417">webgpu.ts:417</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>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L452">webgpu.ts:452</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getDeviceAPI" class="tsd-anchor"></a>
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/webgpu.ts#L773">webgpu.ts:773</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L773">webgpu.ts:773</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="runtimeStatsText" class="tsd-anchor"></a>
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<ul class="tsd-signatures">
@@ -242,7 +242,7 @@ via createComputePipelineAsync</p>
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<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/ff884b609/web/src/webgpu.ts#L439">webgpu.ts:439</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L439">webgpu.ts:439</a></li></ul></aside></li></ul></section>
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<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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<ul>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L432">webgpu.ts:432</a></li></ul></aside></li></ul></section></section></div>
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diff --git a/docs/reference/api/typedoc/enums/_internal_.AsyncifyStateKind.html b/docs/reference/api/typedoc/enums/_internal_.AsyncifyStateKind.html
index 7766462967..ebde785017 100644
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+++ b/docs/reference/api/typedoc/enums/_internal_.AsyncifyStateKind.html
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<div class="tsd-comment tsd-typography"><p>enums to check the current state of asynctify</p>
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/asyncify.ts#L30">asyncify.ts:30</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/asyncify.ts#L30">asyncify.ts:30</a></li></ul></aside>
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/asyncify.ts#L31">asyncify.ts:31</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/asyncify.ts#L31">asyncify.ts:31</a></li></ul></aside></section>
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/asyncify.ts#L33">asyncify.ts:33</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/asyncify.ts#L33">asyncify.ts:33</a></li></ul></aside></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/asyncify.ts#L32">asyncify.ts:32</a></li></ul></aside></section></section></div>
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diff --git a/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html b/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html
index 8f0f602a47..7b24c7c8d5 100644
--- a/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html
+++ b/docs/reference/api/typedoc/enums/_internal_.RPCServerState.html
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/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/dcd32ac63/web/src/rpc_server.ts#L27">rpc_server.ts:27</a></li></ul></aside>
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/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/dcd32ac63/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>
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/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/dcd32ac63/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>
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<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/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/dcd32ac63/web/src/rpc_server.ts#L30">rpc_server.ts:30</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="ReceivePacketBody" class="tsd-anchor"></a>
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<div class="tsd-signature"><span class="tsd-kind-enum-member">Receive<wbr/>Packet<wbr/>Body</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">5</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/rpc_server.ts#L33">rpc_server.ts:33</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/rpc_server.ts#L33">rpc_server.ts:33</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="ReceivePacketHeader" class="tsd-anchor"></a>
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<div class="tsd-signature"><span class="tsd-kind-enum-member">Receive<wbr/>Packet<wbr/>Header</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">4</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/rpc_server.ts#L32">rpc_server.ts:32</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/rpc_server.ts#L32">rpc_server.ts:32</a></li></ul></aside></section>
<section class="tsd-panel tsd-member"><a id="WaitForCallback" class="tsd-anchor"></a>
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<ul>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/rpc_server.ts#L31">rpc_server.ts:31</a></li></ul></aside></section></section></div>
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diff --git a/docs/reference/api/typedoc/functions/assert.html b/docs/reference/api/typedoc/functions/assert.html
index 42625ad006..de3dc23b11 100644
--- a/docs/reference/api/typedoc/functions/assert.html
+++ b/docs/reference/api/typedoc/functions/assert.html
@@ -34,7 +34,7 @@
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">asserts </span><span class="tsd-kind-parameter">condition</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/support.ts#L65">support.ts:65</a></li></ul></aside></li></ul></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/support.ts#L65">support.ts:65</a></li></ul></aside></li></ul></section></div>
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diff --git a/docs/reference/api/typedoc/functions/createPolyfillWASI.html b/docs/reference/api/typedoc/functions/createPolyfillWASI.html
index 68da02364c..77b3bab8d9 100644
--- a/docs/reference/api/typedoc/functions/createPolyfillWASI.html
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/compact.ts#L55">compact.ts:55</a></li></ul></aside></li></ul></section></div>
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diff --git a/docs/reference/api/typedoc/functions/deleteNDArrayCache.html b/docs/reference/api/typedoc/functions/deleteNDArrayCache.html
index 6df0049229..12e433b6cf 100644
--- a/docs/reference/api/typedoc/functions/deleteNDArrayCache.html
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L397">artifact_cache.ts:397</a></li></ul></aside></li></ul></section></div>
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diff --git a/docs/reference/api/typedoc/functions/detectGPUDevice.html b/docs/reference/api/typedoc/functions/detectGPUDevice.html
index f10184b215..95aad9eb55 100644
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L36">webgpu.ts:36</a></li></ul></aside></li></ul></section></div>
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index 8df337d659..f26587d3bf 100644
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<ul>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L365">artifact_cache.ts:365</a></li></ul></aside></li></ul></section></div>
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diff --git a/docs/reference/api/typedoc/functions/instantiate.html b/docs/reference/api/typedoc/functions/instantiate.html
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L2556">runtime.ts:2556</a></li></ul></aside></li></ul></section></div>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/support.ts#L75">support.ts:75</a></li></ul></aside></li></ul></section></div>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L39">artifact_cache.ts:39</a></li></ul></aside>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L69">artifact_cache.ts:69</a></li></ul></aside></li></ul></section>
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<ul>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L83">artifact_cache.ts:83</a></li></ul></aside></li></ul></section>
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<ul>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L55">artifact_cache.ts:55</a></li></ul></aside></li></ul></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L76">artifact_cache.ts:76</a></li></ul></aside></li></ul></section></section></div>
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diff --git a/docs/reference/api/typedoc/interfaces/Disposable.html b/docs/reference/api/typedoc/interfaces/Disposable.html
index ee3c5025a8..7c3cbd3808 100644
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/types.ts#L46">types.ts:46</a></li></ul></aside>
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/types.ts#L52">types.ts:52</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/types.ts#L52">types.ts:52</a></li></ul></aside></section></section></div>
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diff --git a/docs/reference/api/typedoc/interfaces/GPUDeviceDetectOutput.html b/docs/reference/api/typedoc/interfaces/GPUDeviceDetectOutput.html
index 711ce6d0d7..66c153d9f7 100644
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L27">webgpu.ts:27</a></li></ul></aside>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/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/dcd32ac63/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/dcd32ac63/web/src/webgpu.ts#L30">webgpu.ts:30</a></li></ul></aside></section></section></div>
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diff --git a/docs/reference/api/typedoc/interfaces/InitProgressReport.html b/docs/reference/api/typedoc/interfaces/InitProgressReport.html
index 1dfbf09946..6437643ef7 100644
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L990">runtime.ts:990</a></li></ul></aside>
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-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L993">runtime.ts:993</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L993">runtime.ts:993</a></li></ul></aside></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L992">runtime.ts:992</a></li></ul></aside></section></section></div>
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diff --git a/docs/reference/api/typedoc/interfaces/LibraryProvider.html b/docs/reference/api/typedoc/interfaces/LibraryProvider.html
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/types.ts#L32">types.ts:32</a></li></ul></aside>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/types.ts#L34">types.ts:34</a></li></ul></aside></section>
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+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/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 08b080fa12..4da5b8e453 100644
--- a/docs/reference/api/typedoc/interfaces/_internal_.FunctionInfo.html
+++ b/docs/reference/api/typedoc/interfaces/_internal_.FunctionInfo.html
@@ -24,7 +24,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">FunctionInfo</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/webgpu.ts#L374">webgpu.ts:374</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L374">webgpu.ts:374</a></li></ul></aside>
<section class="tsd-panel-group tsd-index-group">
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@@ -42,17 +42,17 @@
<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">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/webgpu.ts#L376">webgpu.ts:376</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L376">webgpu.ts:376</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/ff884b609/web/src/webgpu.ts#L377">webgpu.ts:377</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L377">webgpu.ts:377</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/ff884b609/web/src/webgpu.ts#L375">webgpu.ts:375</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/webgpu.ts#L375">webgpu.ts:375</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 95c233fa54..9d5f9e591a 100644
--- a/docs/reference/api/typedoc/interfaces/_internal_.NDArrayCacheEntry.html
+++ b/docs/reference/api/typedoc/interfaces/_internal_.NDArrayCacheEntry.html
@@ -21,7 +21,7 @@
<ul class="tsd-hierarchy">
<li><span class="target">NDArrayCacheEntry</span></li></ul></section><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L20">artifact_cache.ts:20</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L20">artifact_cache.ts:20</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">
@@ -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 [...]
<div class="tsd-signature"><span class="tsd-kind-property">byte<wbr/>Offset</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/ff884b609/web/src/artifact_cache.ts#L25">artifact_cache.ts:25</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L25">artifact_cache.ts:25</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/ff884b609/web/src/artifact_cache.ts#L23">artifact_cache.ts:23</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L23">artifact_cache.ts:23</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/ff884b609/web/src/artifact_cache.ts#L24">artifact_cache.ts:24</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L24">artifact_cache.ts:24</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/ff884b609/web/src/artifact_cache.ts#L21">artifact_cache.ts:21</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L21">artifact_cache.ts:21</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/ff884b609/web/src/artifact_cache.ts#L26">artifact_cache.ts:26</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L26">artifact_cache.ts:26</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/ff884b609/web/src/artifact_cache.ts#L22">artifact_cache.ts:22</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L22">artifact_cache.ts:22</a></li></ul></aside></section></section></div>
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diff --git a/docs/reference/api/typedoc/interfaces/_internal_.NDArrayShardEntry.html b/docs/reference/api/typedoc/interfaces/_internal_.NDArrayShardEntry.html
index 6453e2c7db..451e16b290 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">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L29">artifact_cache.ts:29</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L29">artifact_cache.ts:29</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">
@@ -40,22 +40,22 @@
<h3 class="tsd-anchor-link"><span>data<wbr/>Path</span><a href="#dataPath" 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 0l- [...]
<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/ff884b609/web/src/artifact_cache.ts#L30">artifact_cache.ts:30</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L30">artifact_cache.ts:30</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/ff884b609/web/src/artifact_cache.ts#L31">artifact_cache.ts:31</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L31">artifact_cache.ts:31</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/ff884b609/web/src/artifact_cache.ts#L32">artifact_cache.ts:32</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L32">artifact_cache.ts:32</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>
<div class="tsd-signature"><span class="tsd-kind-property">records</span><span class="tsd-signature-symbol">:</span> <a href="_internal_.NDArrayCacheEntry.html" class="tsd-signature-type tsd-kind-interface">NDArrayCacheEntry</a><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/artifact_cache.ts#L33">artifact_cache.ts:33</a></li></ul></aside></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/artifact_cache.ts#L33">artifact_cache.ts:33</a></li></ul></aside></section></section></div>
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<div class="tsd-navigation settings">
diff --git a/docs/reference/api/typedoc/types/InitProgressCallback.html b/docs/reference/api/typedoc/types/InitProgressCallback.html
index 75d03bdf89..3f731b6d7f 100644
--- a/docs/reference/api/typedoc/types/InitProgressCallback.html
+++ b/docs/reference/api/typedoc/types/InitProgressCallback.html
@@ -30,7 +30,7 @@
<h5><span class="tsd-kind-parameter">report</span>: <a href="../interfaces/InitProgressReport.html" class="tsd-signature-type tsd-kind-interface">InitProgressReport</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/ff884b609/web/src/runtime.ts#L996">runtime.ts:996</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L996">runtime.ts:996</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 1d1b13a9c1..01cba917b2 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 in the TVMRuntime.</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L42">runtime.ts:42</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L42">runtime.ts:42</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_.AsyncPackedFunc.html b/docs/reference/api/typedoc/types/_internal_.AsyncPackedFunc.html
index 12e65d9045..70ddaeab2f 100644
--- a/docs/reference/api/typedoc/types/_internal_.AsyncPackedFunc.html
+++ b/docs/reference/api/typedoc/types/_internal_.AsyncPackedFunc.html
@@ -21,7 +21,7 @@
possibly may contain stack unwinding through Asynctify</p>
</div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L49">runtime.ts:49</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L49">runtime.ts:49</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_.FObjectConstructor.html b/docs/reference/api/typedoc/types/_internal_.FObjectConstructor.html
index 64379c9ace..2daa624529 100644
--- a/docs/reference/api/typedoc/types/_internal_.FObjectConstructor.html
+++ b/docs/reference/api/typedoc/types/_internal_.FObjectConstructor.html
@@ -37,7 +37,7 @@
<h5><span class="tsd-kind-parameter">ctx</span>: <a href="../classes/_internal_.RuntimeContext.html" class="tsd-signature-type tsd-kind-class">RuntimeContext</a></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="../classes/TVMObject.html" class="tsd-signature-type tsd-kind-class">TVMObject</a></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/runtime.ts#L883">runtime.ts:883</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/runtime.ts#L883">runtime.ts:883</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/_internal_.FTVMWasmAllocSpace.html b/docs/reference/api/typedoc/types/_internal_.FTVMWasmAllocSpace.html
index 4143d65c18..661d395b2f 100644
--- a/docs/reference/api/typedoc/types/_internal_.FTVMWasmAllocSpace.html
+++ b/docs/reference/api/typedoc/types/_internal_.FTVMWasmAllocSpace.html
@@ -33,7 +33,7 @@
<h5><span class="tsd-kind-parameter">size</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <a href="_internal_.Pointer.html" class="tsd-signature-type tsd-kind-type-alias">Pointer</a></h4></li></ul></li></ul></div><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/ff884b609/web/src/ctypes.ts#L194">ctypes.ts:194</a></li></ul></aside></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/dcd32ac63/web/src/ctypes.ts#L194">ctypes.ts:194</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/_internal_.FTVMWasmFreeSpace.html b/docs/reference/api/typedoc/types/_internal_.FTVMWasmFreeSpace.html
index 2292784a6d..8e230dd80e 100644
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-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Development Guides</a></li>
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+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
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-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
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-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
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-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
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<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../how_to/dev/index.html">Develope Apache TVM</a></li>
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<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
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@@ -642,7 +642,7 @@ 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 31.58s!
+yolov3-tiny inference graph built in 27.11s!
</pre></div>
</div>
</div>
@@ -727,7 +727,7 @@ Download test image</p>
alu_counter : 849056
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 8.574 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 3.378 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-topic-vta-tutorials-frontend-deploy-detection-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../../../_downloads/65b9451c8de050d7cd9da2fe5a49acc6/deploy_detection.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_detection.py</span></code></a></p>
diff --git a/docs/topic/vta/tutorials/frontend/index.html b/docs/topic/vta/tutorials/frontend/index.html
index 2a11da7d64..cee2517dcd 100644
--- a/docs/topic/vta/tutorials/frontend/index.html
+++ b/docs/topic/vta/tutorials/frontend/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/topic/vta/tutorials/frontend/sg_execution_times.html b/docs/topic/vta/tutorials/frontend/sg_execution_times.html
index bb4ab95f7a..937d721ed2 100644
--- a/docs/topic/vta/tutorials/frontend/sg_execution_times.html
+++ b/docs/topic/vta/tutorials/frontend/sg_execution_times.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<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>01:08.574</strong> total execution time for <strong>topic_vta_tutorials_frontend</strong> files:</p>
+<p><strong>01:03.378</strong> total execution time for <strong>topic_vta_tutorials_frontend</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -392,7 +392,7 @@
</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>01:08.574</p></td>
+<td><p>01:03.378</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/topic/vta/tutorials/index.html b/docs/topic/vta/tutorials/index.html
index 21da762cc6..b986b739f1 100644
--- a/docs/topic/vta/tutorials/index.html
+++ b/docs/topic/vta/tutorials/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/topic/vta/tutorials/matrix_multiply.html b/docs/topic/vta/tutorials/matrix_multiply.html
index 7a5e2b4b39..7f448582de 100644
--- a/docs/topic/vta/tutorials/matrix_multiply.html
+++ b/docs/topic/vta/tutorials/matrix_multiply.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/topic/vta/tutorials/optimize/convolution_opt.html b/docs/topic/vta/tutorials/optimize/convolution_opt.html
index 5439ddfe9b..4a8bf7ee14 100644
--- a/docs/topic/vta/tutorials/optimize/convolution_opt.html
+++ b/docs/topic/vta/tutorials/optimize/convolution_opt.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/topic/vta/tutorials/optimize/index.html b/docs/topic/vta/tutorials/optimize/index.html
index 1e6e0110da..4ba469dae0 100644
--- a/docs/topic/vta/tutorials/optimize/index.html
+++ b/docs/topic/vta/tutorials/optimize/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/topic/vta/tutorials/optimize/matrix_multiply_opt.html b/docs/topic/vta/tutorials/optimize/matrix_multiply_opt.html
index d31a0f9aba..71f0a0bcda 100644
--- a/docs/topic/vta/tutorials/optimize/matrix_multiply_opt.html
+++ b/docs/topic/vta/tutorials/optimize/matrix_multiply_opt.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/topic/vta/tutorials/optimize/sg_execution_times.html b/docs/topic/vta/tutorials/optimize/sg_execution_times.html
index b6fccf6de5..e259286de4 100644
--- a/docs/topic/vta/tutorials/optimize/sg_execution_times.html
+++ b/docs/topic/vta/tutorials/optimize/sg_execution_times.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<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>00:03.340</strong> total execution time for <strong>topic_vta_tutorials_optimize</strong> files:</p>
+<p><strong>00:03.256</strong> total execution time for <strong>topic_vta_tutorials_optimize</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -392,11 +392,11 @@
</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>00:02.848</p></td>
+<td><p>00:02.774</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>00:00.492</p></td>
+<td><p>00:00.482</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 bbfdf0fcdc..04b28efa9b 100644
--- a/docs/topic/vta/tutorials/sg_execution_times.html
+++ b/docs/topic/vta/tutorials/sg_execution_times.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<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>00:00.858</strong> total execution time for <strong>topic_vta_tutorials</strong> files:</p>
+<p><strong>00:00.813</strong> total execution time for <strong>topic_vta_tutorials</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 81%" />
@@ -392,11 +392,11 @@
</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>00:00.470</p></td>
+<td><p>00:00.444</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>00:00.388</p></td>
+<td><p>00:00.369</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/topic/vta/tutorials/vta_get_started.html b/docs/topic/vta/tutorials/vta_get_started.html
index 9fdc48de16..4dc6a48294 100644
--- a/docs/topic/vta/tutorials/vta_get_started.html
+++ b/docs/topic/vta/tutorials/vta_get_started.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/tutorial/auto_scheduler_matmul_x86.html b/docs/tutorial/auto_scheduler_matmul_x86.html
index 6d32a87309..b8207be639 100644
--- a/docs/tutorial/auto_scheduler_matmul_x86.html
+++ b/docs/tutorial/auto_scheduler_matmul_x86.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -533,6 +533,9 @@ 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>
@@ -610,7 +613,7 @@ 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: 95.000 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Execution time of this operator: 89.482 ms
</pre></div>
</div>
</div>
@@ -682,7 +685,7 @@ 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 48.842 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 45.611 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 d99187d520..c225109bf6 100644
--- a/docs/tutorial/autotvm_matmul_x86.html
+++ b/docs/tutorial/autotvm_matmul_x86.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -721,16 +721,16 @@ 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: 11.65/11.65 result: MeasureResult(costs=(0.023041712,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.777299165725708, timestamp=1725663568.3777757) [('tile_y', [-1, 128]), ('tile_x', [-1, 512])],None,97
-No: 2 GFLOPS: 6.27/11.65 result: MeasureResult(costs=(0.042800298800000004,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.0495128631591797, timestamp=1725663569.3223407) [('tile_y', [-1, 2]), ('tile_x', [-1, 4])],None,21
-No: 3 GFLOPS: 9.56/11.65 result: MeasureResult(costs=(0.0280821706,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.904273509979248, timestamp=1725663570.038587) [('tile_y', [-1, 512]), ('tile_x', [-1, 128])],None,79
-No: 4 GFLOPS: 1.34/11.65 result: MeasureResult(costs=(0.2006064348,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.570726156234741, timestamp=1725663573.500691) [('tile_y', [-1, 2]), ('tile_x', [-1, 1])],None,1
-No: 5 GFLOPS: 8.37/11.65 result: MeasureResult(costs=(0.03206486,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.8186891078948975, timestamp=1725663574.4627044) [('tile_y', [-1, 2]), ('tile_x', [-1, 16])],None,41
-No: 6 GFLOPS: 11.56/11.65 result: MeasureResult(costs=(0.023222786,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.678607702255249, timestamp=1725663575.0955198) [('tile_y', [-1, 16]), ('tile_x', [-1, 16])],None,44
-No: 7 GFLOPS: 11.48/11.65 result: MeasureResult(costs=(0.0233797834,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6936631202697754, timestamp=1725663575.7312243) [('tile_y', [-1, 128]), ('tile_x', [-1, 32])],None,57
-No: 8 GFLOPS: 9.31/11.65 result: MeasureResult(costs=(0.028818813999999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7964403629302979, timestamp=1725663576.4549034) [('tile_y', [-1, 1]), ('tile_x', [-1, 128])],None,70
-No: 9 GFLOPS: 12.82/12.82 result: MeasureResult(costs=(0.0209385228,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.5827445983886719, timestamp=1725663577.1490111) [('tile_y', [-1, 256]), ('tile_x', [-1, 64])],None,68
-No: 10 GFLOPS: 9.60/12.82 result: MeasureResult(costs=(0.027967166999999998,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6719539165496826, timestamp=1725663577.858443) [('tile_y', [-1, 1]), ('tile_x', [-1, 512])],None,90
+No: 1 GFLOPS: 14.27/14.27 result: MeasureResult(costs=(0.018814651199999997,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7348248958587646, timestamp=1725695908.2907557) [('tile_y', [-1, 128]), ('tile_x', [-1, 64])],None,67
+No: 2 GFLOPS: 10.88/14.27 result: MeasureResult(costs=(0.0246683924,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7778539657592773, timestamp=1725695908.9375796) [('tile_y', [-1, 8]), ('tile_x', [-1, 32])],None,53
+No: 3 GFLOPS: 10.22/14.27 result: MeasureResult(costs=(0.026271124400000002,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.776991605758667, timestamp=1725695909.610498) [('tile_y', [-1, 2]), ('tile_x', [-1, 64])],None,61
+No: 4 GFLOPS: 3.90/14.27 result: MeasureResult(costs=(0.0687835504,), error_no=MeasureErrorNo.NO_ERROR, all_cost=2.4595913887023926, timestamp=1725695910.9625206) [('tile_y', [-1, 32]), ('tile_x', [-1, 8])],None,35
+No: 5 GFLOPS: 1.06/14.27 result: MeasureResult(costs=(0.2536702224,), error_no=MeasureErrorNo.NO_ERROR, all_cost=4.343624114990234, timestamp=1725695915.4213743) [('tile_y', [-1, 32]), ('tile_x', [-1, 2])],None,15
+No: 6 GFLOPS: 10.88/14.27 result: MeasureResult(costs=(0.0246795766,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6583719253540039, timestamp=1725695916.077882) [('tile_y', [-1, 1]), ('tile_x', [-1, 256])],None,80
+No: 7 GFLOPS: 12.21/14.27 result: MeasureResult(costs=(0.0219881378,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6216640472412109, timestamp=1725695916.68805) [('tile_y', [-1, 128]), ('tile_x', [-1, 512])],None,97
+No: 8 GFLOPS: 11.55/14.27 result: MeasureResult(costs=(0.0232353666,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6335327625274658, timestamp=1725695917.31581) [('tile_y', [-1, 256]), ('tile_x', [-1, 512])],None,98
+No: 9 GFLOPS: 8.64/14.27 result: MeasureResult(costs=(0.0310579404,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7474734783172607, timestamp=1725695918.1870515) [('tile_y', [-1, 4]), ('tile_x', [-1, 4])],None,22
+No: 10 GFLOPS: 9.76/14.27 result: MeasureResult(costs=(0.027494071800000002,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6988370418548584, timestamp=1725695918.8767173) [('tile_y', [-1, 4]), ('tile_x', [-1, 8])],None,32
</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 fb838b6634..051f39d42e 100644
--- a/docs/tutorial/autotvm_relay_x86.html
+++ b/docs/tutorial/autotvm_relay_x86.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -599,7 +599,7 @@ 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': 496.4135941800487, 'median': 496.2835919001009, 'std': 2.895604221392733}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{'mean': 463.8709566599209, 'median': 463.63977614983014, 'std': 0.6034464341266964}
</pre></div>
</div>
</div>
@@ -788,179 +788,178 @@ 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: 10.94/ 19.81 GFLOPS | Progress: (4/20) | 10.60 s
-[Task 1/25] Current/Best: 17.26/ 19.81 GFLOPS | Progress: (8/20) | 14.45 s
-[Task 1/25] Current/Best: 17.96/ 20.09 GFLOPS | Progress: (12/20) | 17.74 s
-[Task 1/25] Current/Best: 6.45/ 20.09 GFLOPS | Progress: (16/20) | 20.73 s
-[Task 1/25] Current/Best: 18.15/ 20.09 GFLOPS | Progress: (20/20) | 23.98 s Done.
+[Task 1/25] Current/Best: 18.60/ 21.76 GFLOPS | Progress: (4/20) | 9.62 s
+[Task 1/25] Current/Best: 9.76/ 21.76 GFLOPS | Progress: (8/20) | 12.48 s
+[Task 1/25] Current/Best: 11.12/ 21.76 GFLOPS | Progress: (12/20) | 19.90 s
+[Task 1/25] Current/Best: 11.91/ 21.76 GFLOPS | Progress: (16/20) | 23.23 s
+[Task 1/25] Current/Best: 16.22/ 21.76 GFLOPS | Progress: (20/20) | 26.30 s Done.
[Task 2/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 2/25] Current/Best: 15.84/ 15.84 GFLOPS | Progress: (4/20) | 4.25 s
-[Task 2/25] Current/Best: 15.49/ 21.72 GFLOPS | Progress: (8/20) | 6.88 s
-[Task 2/25] Current/Best: 6.42/ 21.72 GFLOPS | Progress: (12/20) | 8.44 s
-[Task 2/25] Current/Best: 16.56/ 21.72 GFLOPS | Progress: (16/20) | 10.98 s
-[Task 2/25] Current/Best: 6.73/ 21.72 GFLOPS | Progress: (20/20) | 12.74 s Done.
+[Task 2/25] Current/Best: 7.00/ 19.59 GFLOPS | Progress: (4/20) | 3.81 s
+[Task 2/25] Current/Best: 6.19/ 19.59 GFLOPS | Progress: (8/20) | 5.23 s
+[Task 2/25] Current/Best: 17.42/ 19.59 GFLOPS | Progress: (12/20) | 6.87 s
+[Task 2/25] Current/Best: 13.11/ 21.76 GFLOPS | Progress: (16/20) | 8.41 s
+[Task 2/25] Current/Best: 20.30/ 21.76 GFLOPS | Progress: (20/20) | 9.83 s Done.
[Task 3/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 3/25] Current/Best: 13.03/ 19.80 GFLOPS | Progress: (4/20) | 6.44 s
-[Task 3/25] Current/Best: 20.56/ 20.81 GFLOPS | Progress: (8/20) | 8.56 s
-[Task 3/25] Current/Best: 20.44/ 23.86 GFLOPS | Progress: (12/20) | 10.61 s
-[Task 3/25] Current/Best: 7.64/ 24.36 GFLOPS | Progress: (16/20) | 14.34 s
-[Task 3/25] Current/Best: 14.77/ 24.36 GFLOPS | Progress: (20/20) | 17.00 s Done.
+[Task 3/25] Current/Best: 6.03/ 23.52 GFLOPS | Progress: (4/20) | 4.97 s
+[Task 3/25] Current/Best: 12.23/ 23.52 GFLOPS | Progress: (8/20) | 7.23 s
+[Task 3/25] Current/Best: 14.71/ 23.54 GFLOPS | Progress: (12/20) | 9.58 s
+[Task 3/25] Current/Best: 8.00/ 23.54 GFLOPS | Progress: (16/20) | 11.78 s
+[Task 3/25] Current/Best: 6.59/ 24.02 GFLOPS | Progress: (20/20) | 13.90 s Done.
[Task 4/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 4/25] Current/Best: 5.24/ 17.36 GFLOPS | Progress: (4/20) | 4.57 s
-[Task 4/25] Current/Best: 12.48/ 17.36 GFLOPS | Progress: (8/20) | 7.77 s
-[Task 4/25] Current/Best: 6.44/ 17.36 GFLOPS | Progress: (12/20) | 13.03 s
-[Task 4/25] Current/Best: 14.82/ 17.36 GFLOPS | Progress: (16/20) | 17.51 s
-[Task 4/25] Current/Best: 11.26/ 18.34 GFLOPS | Progress: (20/20) | 23.09 s Done.
+[Task 4/25] Current/Best: 8.17/ 17.38 GFLOPS | Progress: (4/20) | 4.29 s
+[Task 4/25] Current/Best: 19.94/ 19.94 GFLOPS | Progress: (8/20) | 8.37 s
+[Task 4/25] Current/Best: 13.72/ 19.94 GFLOPS | Progress: (12/20) | 11.71 s
+[Task 4/25] Current/Best: 14.92/ 19.94 GFLOPS | Progress: (16/20) | 13.60 s
+[Task 4/25] Current/Best: 4.84/ 19.94 GFLOPS | Progress: (20/20) | 15.59 s Done.
[Task 5/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 5/25] Current/Best: 12.18/ 15.74 GFLOPS | Progress: (4/20) | 4.72 s
-[Task 5/25] Current/Best: 18.19/ 18.19 GFLOPS | Progress: (8/20) | 6.58 s
-[Task 5/25] Current/Best: 10.52/ 18.19 GFLOPS | Progress: (12/20) | 9.01 s
-[Task 5/25] Current/Best: 13.90/ 18.19 GFLOPS | Progress: (16/20) | 11.35 s
-[Task 5/25] Current/Best: 14.23/ 18.19 GFLOPS | Progress: (20/20) | 13.55 s Done.
+[Task 5/25] Current/Best: 3.73/ 15.20 GFLOPS | Progress: (4/20) | 4.75 s
+[Task 5/25] Current/Best: 16.15/ 18.32 GFLOPS | Progress: (8/20) | 6.58 s
+[Task 5/25] Current/Best: 17.65/ 18.32 GFLOPS | Progress: (12/20) | 8.35 s
+[Task 5/25] Current/Best: 15.91/ 18.52 GFLOPS | Progress: (16/20) | 10.24 s
+[Task 5/25] Current/Best: 3.30/ 24.19 GFLOPS | Progress: (20/20) | 12.43 s Done.
[Task 6/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 6/25] Current/Best: 5.94/ 12.63 GFLOPS | Progress: (4/20) | 5.35 s
-[Task 6/25] Current/Best: 14.11/ 18.89 GFLOPS | Progress: (8/20) | 8.17 s
-[Task 6/25] Current/Best: 18.49/ 18.89 GFLOPS | Progress: (12/20) | 10.99 s
-[Task 6/25] Current/Best: 7.09/ 18.89 GFLOPS | Progress: (16/20) | 13.89 s
-[Task 6/25] Current/Best: 14.12/ 19.66 GFLOPS | Progress: (20/20) | 16.20 s Done.
+[Task 6/25] Current/Best: 16.56/ 23.60 GFLOPS | Progress: (4/20) | 4.88 s
+[Task 6/25] Current/Best: 12.68/ 23.60 GFLOPS | Progress: (8/20) | 8.04 s
+[Task 6/25] Current/Best: 16.39/ 23.60 GFLOPS | Progress: (12/20) | 12.27 s
+[Task 6/25] Current/Best: 6.51/ 23.60 GFLOPS | Progress: (16/20) | 15.22 s
+[Task 6/25] Current/Best: 14.85/ 23.60 GFLOPS | Progress: (20/20) | 18.73 s Done.
[Task 7/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 7/25] Current/Best: 9.28/ 14.71 GFLOPS | Progress: (4/20) | 5.17 s
-[Task 7/25] Current/Best: 7.37/ 21.75 GFLOPS | Progress: (8/20) | 7.37 s
-[Task 7/25] Current/Best: 11.63/ 21.75 GFLOPS | Progress: (12/20) | 9.94 s
-[Task 7/25] Current/Best: 15.77/ 23.36 GFLOPS | Progress: (16/20) | 13.50 s
-[Task 7/25] Current/Best: 19.00/ 23.36 GFLOPS | Progress: (20/20) | 15.48 s Done.
+[Task 7/25] Current/Best: 12.91/ 19.50 GFLOPS | Progress: (4/20) | 5.18 s
+[Task 7/25] Current/Best: 14.75/ 19.50 GFLOPS | Progress: (8/20) | 7.66 s
+[Task 7/25] Current/Best: 14.34/ 20.03 GFLOPS | Progress: (12/20) | 10.46 s
+[Task 7/25] Current/Best: 20.01/ 20.03 GFLOPS | Progress: (16/20) | 12.62 s
+[Task 7/25] Current/Best: 23.73/ 23.73 GFLOPS | Progress: (20/20) | 14.59 s Done.
[Task 8/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 8/25] Current/Best: 7.71/ 13.62 GFLOPS | Progress: (4/20) | 7.74 s
-[Task 8/25] Current/Best: 8.13/ 13.62 GFLOPS | Progress: (8/20) | 15.69 s
-[Task 8/25] Current/Best: 6.97/ 13.62 GFLOPS | Progress: (12/20) | 19.63 s
-[Task 8/25] Current/Best: 10.77/ 17.87 GFLOPS | Progress: (16/20) | 24.00 s
-[Task 8/25] Current/Best: 14.17/ 17.87 GFLOPS | Progress: (20/20) | 32.31 s Done.
+[Task 8/25] Current/Best: 13.33/ 14.41 GFLOPS | Progress: (4/20) | 5.80 s
+[Task 8/25] Current/Best: 20.17/ 20.29 GFLOPS | Progress: (8/20) | 7.93 s
+[Task 8/25] Current/Best: 14.34/ 20.29 GFLOPS | Progress: (12/20) | 10.79 s
+[Task 8/25] Current/Best: 4.71/ 20.29 GFLOPS | Progress: (16/20) | 14.48 s
+[Task 8/25] Current/Best: 12.44/ 20.29 GFLOPS | Progress: (20/20) | 17.34 s Done.
[Task 9/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 9/25] Current/Best: 16.86/ 16.86 GFLOPS | Progress: (4/20) | 4.90 s
-[Task 9/25] Current/Best: 13.95/ 17.12 GFLOPS | Progress: (8/20) | 8.01 s
-[Task 9/25] Current/Best: 20.33/ 20.33 GFLOPS | Progress: (12/20) | 19.24 s
-[Task 9/25] Current/Best: 18.35/ 22.34 GFLOPS | Progress: (16/20) | 24.88 s
-[Task 9/25] Current/Best: 16.58/ 22.34 GFLOPS | Progress: (20/20) | 30.71 s
+[Task 9/25] Current/Best: 7.80/ 19.47 GFLOPS | Progress: (4/20) | 5.57 s
+[Task 9/25] Current/Best: 13.92/ 19.47 GFLOPS | Progress: (8/20) | 11.41 s
+[Task 9/25] Current/Best: 18.97/ 22.87 GFLOPS | Progress: (12/20) | 13.39 s
+[Task 9/25] Current/Best: 20.60/ 23.49 GFLOPS | Progress: (16/20) | 16.10 s
+[Task 9/25] Current/Best: 1.99/ 23.49 GFLOPS | Progress: (20/20) | 27.12 s Done.
+
[Task 10/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 10/25] Current/Best: 6.24/ 11.50 GFLOPS | Progress: (4/20) | 4.62 s
-[Task 10/25] Current/Best: 3.09/ 17.47 GFLOPS | Progress: (8/20) | 7.20 s
-[Task 10/25] Current/Best: 9.74/ 17.47 GFLOPS | Progress: (12/20) | 9.49 s
-[Task 10/25] Current/Best: 7.90/ 17.67 GFLOPS | Progress: (16/20) | 11.21 s
-[Task 10/25] Current/Best: 13.13/ 17.67 GFLOPS | Progress: (20/20) | 13.48 s Done.
+[Task 10/25] Current/Best: 7.61/ 22.69 GFLOPS | Progress: (4/20) | 4.27 s
+[Task 10/25] Current/Best: 16.96/ 22.69 GFLOPS | Progress: (8/20) | 5.88 s
+[Task 10/25] Current/Best: 22.33/ 22.69 GFLOPS | Progress: (12/20) | 7.98 s
+[Task 10/25] Current/Best: 8.82/ 22.69 GFLOPS | Progress: (16/20) | 9.84 s
+[Task 10/25] Current/Best: 16.81/ 22.69 GFLOPS | Progress: (20/20) | 11.58 s Done.
[Task 11/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 11/25] Current/Best: 6.40/ 22.12 GFLOPS | Progress: (4/20) | 4.85 s
-[Task 11/25] Current/Best: 6.16/ 22.12 GFLOPS | Progress: (8/20) | 7.27 s
-[Task 11/25] Current/Best: 19.16/ 22.12 GFLOPS | Progress: (12/20) | 10.67 s
-[Task 11/25] Current/Best: 7.04/ 22.12 GFLOPS | Progress: (16/20) | 13.66 s
-[Task 11/25] Current/Best: 13.15/ 22.12 GFLOPS | Progress: (20/20) | 16.52 s Done.
+[Task 11/25] Current/Best: 17.68/ 22.31 GFLOPS | Progress: (4/20) | 5.96 s
+[Task 11/25] Current/Best: 19.28/ 24.16 GFLOPS | Progress: (8/20) | 7.95 s
+[Task 11/25] Current/Best: 15.24/ 24.16 GFLOPS | Progress: (12/20) | 10.72 s
+[Task 11/25] Current/Best: 22.77/ 24.16 GFLOPS | Progress: (16/20) | 12.87 s
+[Task 11/25] Current/Best: 8.89/ 24.16 GFLOPS | Progress: (20/20) | 14.97 s Done.
[Task 12/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 12/25] Current/Best: 8.79/ 13.60 GFLOPS | Progress: (4/20) | 5.19 s
-[Task 12/25] Current/Best: 12.23/ 17.44 GFLOPS | Progress: (8/20) | 8.57 s
-[Task 12/25] Current/Best: 15.28/ 18.72 GFLOPS | Progress: (12/20) | 11.25 s
-[Task 12/25] Current/Best: 15.42/ 18.72 GFLOPS | Progress: (16/20) | 13.49 s
-[Task 12/25] Current/Best: 13.42/ 18.72 GFLOPS | Progress: (20/20) | 15.88 s Done.
+[Task 12/25] Current/Best: 16.53/ 16.53 GFLOPS | Progress: (4/20) | 4.60 s
+[Task 12/25] Current/Best: 9.89/ 16.53 GFLOPS | Progress: (8/20) | 9.89 s
+[Task 12/25] Current/Best: 4.41/ 18.23 GFLOPS | Progress: (12/20) | 13.08 s
+[Task 12/25] Current/Best: 15.99/ 21.78 GFLOPS | Progress: (16/20) | 15.29 s
+[Task 12/25] Current/Best: 12.48/ 21.78 GFLOPS | Progress: (20/20) | 19.38 s Done.
[Task 13/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 13/25] Current/Best: 16.82/ 18.48 GFLOPS | Progress: (4/20) | 5.89 s
-[Task 13/25] Current/Best: 12.35/ 18.48 GFLOPS | Progress: (8/20) | 8.56 s
-[Task 13/25] Current/Best: 20.27/ 20.27 GFLOPS | Progress: (12/20) | 10.89 s
-[Task 13/25] Current/Best: 17.97/ 20.27 GFLOPS | Progress: (16/20) | 13.42 s
-[Task 13/25] Current/Best: 7.93/ 20.27 GFLOPS | Progress: (20/20) | 16.05 s Done.
+[Task 13/25] Current/Best: 19.97/ 21.87 GFLOPS | Progress: (4/20) | 5.79 s
+[Task 13/25] Current/Best: 21.07/ 21.87 GFLOPS | Progress: (8/20) | 8.72 s
+[Task 13/25] Current/Best: 12.64/ 21.87 GFLOPS | Progress: (12/20) | 11.54 s
+[Task 13/25] Current/Best: 19.39/ 21.87 GFLOPS | Progress: (16/20) | 13.86 s
+[Task 13/25] Current/Best: 16.63/ 23.12 GFLOPS | Progress: (20/20) | 16.27 s Done.
[Task 14/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 14/25] Current/Best: 8.20/ 16.63 GFLOPS | Progress: (4/20) | 6.26 s
-[Task 14/25] Current/Best: 13.89/ 16.63 GFLOPS | Progress: (8/20) | 16.38 s
-[Task 14/25] Current/Best: 14.05/ 16.63 GFLOPS | Progress: (12/20) | 24.85 s
-[Task 14/25] Current/Best: 13.24/ 16.63 GFLOPS | Progress: (16/20) | 28.67 s
-[Task 14/25] Current/Best: 7.77/ 16.63 GFLOPS | Progress: (20/20) | 36.27 s Done.
+[Task 14/25] Current/Best: 8.95/ 17.28 GFLOPS | Progress: (4/20) | 8.56 s
+[Task 14/25] Current/Best: 13.16/ 17.81 GFLOPS | Progress: (8/20) | 15.79 s
+[Task 14/25] Current/Best: 21.84/ 21.84 GFLOPS | Progress: (12/20) | 18.02 s
+[Task 14/25] Current/Best: 15.17/ 21.84 GFLOPS | Progress: (16/20) | 20.69 s
+[Task 14/25] Current/Best: 18.01/ 21.84 GFLOPS | Progress: (20/20) | 25.65 s Done.
[Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 15/25] Current/Best: 9.84/ 22.63 GFLOPS | Progress: (4/20) | 5.25 s
-[Task 15/25] Current/Best: 19.31/ 22.63 GFLOPS | Progress: (8/20) | 13.05 s
-[Task 15/25] Current/Best: 13.98/ 22.63 GFLOPS | Progress: (12/20) | 16.77 s
-[Task 15/25] Current/Best: 18.40/ 22.63 GFLOPS | Progress: (16/20) | 27.89 s
-[Task 15/25] Current/Best: 7.93/ 22.63 GFLOPS | Progress: (20/20) | 38.91 s
-[Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 16/25] Current/Best: 17.90/ 19.42 GFLOPS | Progress: (4/20) | 5.28 s
-[Task 16/25] Current/Best: 16.59/ 19.42 GFLOPS | Progress: (8/20) | 7.65 s
-[Task 16/25] Current/Best: 6.74/ 19.42 GFLOPS | Progress: (12/20) | 9.28 s
-[Task 16/25] Current/Best: 11.03/ 19.42 GFLOPS | Progress: (16/20) | 12.55 s Done.
- Done.
+[Task 15/25] Current/Best: 16.57/ 18.83 GFLOPS | Progress: (4/20) | 5.11 s
+[Task 15/25] Current/Best: 6.34/ 18.83 GFLOPS | Progress: (8/20) | 13.91 s
+[Task 15/25] Current/Best: 11.37/ 19.21 GFLOPS | Progress: (12/20) | 16.13 s
+[Task 15/25] Current/Best: 17.98/ 22.03 GFLOPS | Progress: (16/20) | 17.91 s
+[Task 15/25] Current/Best: 13.08/ 22.03 GFLOPS | Progress: (20/20) | 24.40 s Done.
-[Task 16/25] Current/Best: 14.44/ 19.42 GFLOPS | Progress: (20/20) | 15.31 s Done.
+[Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
+[Task 16/25] Current/Best: 15.81/ 15.81 GFLOPS | Progress: (4/20) | 4.44 s
+[Task 16/25] Current/Best: 14.68/ 18.84 GFLOPS | Progress: (8/20) | 6.07 s
+[Task 16/25] Current/Best: 17.11/ 19.33 GFLOPS | Progress: (12/20) | 8.84 s
+[Task 16/25] Current/Best: 9.02/ 19.33 GFLOPS | Progress: (16/20) | 10.61 s
+[Task 16/25] Current/Best: 9.52/ 19.33 GFLOPS | Progress: (20/20) | 13.41 s Done.
[Task 17/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 17/25] Current/Best: 18.43/ 20.09 GFLOPS | Progress: (4/20) | 6.27 s
-[Task 17/25] Current/Best: 20.93/ 23.53 GFLOPS | Progress: (8/20) | 9.59 s
-[Task 17/25] Current/Best: 12.77/ 23.53 GFLOPS | Progress: (12/20) | 12.57 s
-[Task 17/25] Current/Best: 16.32/ 23.53 GFLOPS | Progress: (16/20) | 14.93 s
-[Task 17/25] Current/Best: 11.74/ 23.53 GFLOPS | Progress: (20/20) | 18.45 s Done.
+[Task 17/25] Current/Best: 21.44/ 24.07 GFLOPS | Progress: (4/20) | 4.70 s
+[Task 17/25] Current/Best: 3.21/ 24.07 GFLOPS | Progress: (8/20) | 8.10 s
+[Task 17/25] Current/Best: 15.95/ 24.07 GFLOPS | Progress: (12/20) | 11.42 s
+[Task 17/25] Current/Best: 8.76/ 24.07 GFLOPS | Progress: (16/20) | 14.37 s
+[Task 17/25] Current/Best: 20.91/ 24.07 GFLOPS | Progress: (20/20) | 16.28 s Done.
[Task 18/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 18/25] Current/Best: 13.28/ 15.18 GFLOPS | Progress: (4/20) | 4.81 s
-[Task 18/25] Current/Best: 13.21/ 15.70 GFLOPS | Progress: (8/20) | 10.31 s
-[Task 18/25] Current/Best: 9.77/ 15.70 GFLOPS | Progress: (12/20) | 14.86 s
-[Task 18/25] Current/Best: 19.95/ 19.95 GFLOPS | Progress: (16/20) | 16.99 s
-[Task 18/25] Current/Best: 13.44/ 19.95 GFLOPS | Progress: (20/20) | 19.60 s Done.
+[Task 18/25] Current/Best: 6.22/ 18.05 GFLOPS | Progress: (4/20) | 4.48 s
+[Task 18/25] Current/Best: 12.27/ 21.82 GFLOPS | Progress: (8/20) | 7.57 s
+[Task 18/25] Current/Best: 7.52/ 21.82 GFLOPS | Progress: (12/20) | 11.64 s
+[Task 18/25] Current/Best: 19.24/ 21.82 GFLOPS | Progress: (16/20) | 14.33 s
+[Task 18/25] Current/Best: 12.54/ 21.82 GFLOPS | Progress: (20/20) | 17.62 s Done.
[Task 19/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 19/25] Current/Best: 13.71/ 19.05 GFLOPS | Progress: (4/20) | 5.57 s
-[Task 19/25] Current/Best: 9.81/ 19.05 GFLOPS | Progress: (8/20) | 10.31 s
-[Task 19/25] Current/Best: 18.51/ 19.05 GFLOPS | Progress: (12/20) | 13.77 s
-[Task 19/25] Current/Best: 18.02/ 19.05 GFLOPS | Progress: (16/20) | 17.53 s
-[Task 19/25] Current/Best: 9.03/ 19.05 GFLOPS | Progress: (20/20) | 22.78 s Done.
+[Task 19/25] Current/Best: 19.07/ 22.34 GFLOPS | Progress: (4/20) | 5.77 s
+[Task 19/25] Current/Best: 20.97/ 22.34 GFLOPS | Progress: (8/20) | 9.32 s
+[Task 19/25] Current/Best: 7.51/ 22.84 GFLOPS | Progress: (12/20) | 12.02 s
+[Task 19/25] Current/Best: 14.10/ 22.84 GFLOPS | Progress: (16/20) | 15.89 s
+[Task 19/25] Current/Best: 12.57/ 22.84 GFLOPS | Progress: (20/20) | 18.90 s Done.
[Task 20/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 20/25] Current/Best: 17.48/ 17.97 GFLOPS | Progress: (4/20) | 6.22 s
-[Task 20/25] Current/Best: 2.54/ 17.97 GFLOPS | Progress: (8/20) | 9.77 s
-[Task 20/25] Current/Best: 13.69/ 17.97 GFLOPS | Progress: (12/20) | 12.36 s
-[Task 20/25] Current/Best: 11.76/ 17.97 GFLOPS | Progress: (16/20) | 16.16 s
-[Task 20/25] Current/Best: 7.92/ 18.73 GFLOPS | Progress: (20/20) | 19.84 s Done.
+[Task 20/25] Current/Best: 7.89/ 14.68 GFLOPS | Progress: (4/20) | 12.20 s
+[Task 20/25] Current/Best: 10.94/ 14.68 GFLOPS | Progress: (8/20) | 15.95 s
+[Task 20/25] Current/Best: 17.13/ 21.87 GFLOPS | Progress: (12/20) | 20.29 s
+[Task 20/25] Current/Best: 16.45/ 21.87 GFLOPS | Progress: (16/20) | 27.97 s
+[Task 20/25] Current/Best: 15.96/ 21.87 GFLOPS | Progress: (20/20) | 34.21 s Done.
[Task 21/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 21/25] Current/Best: 17.24/ 19.11 GFLOPS | Progress: (4/20) | 13.61 s
-[Task 21/25] Current/Best: 7.33/ 19.11 GFLOPS | Progress: (8/20) | 19.11 s
-[Task 21/25] Current/Best: 12.40/ 20.50 GFLOPS | Progress: (12/20) | 21.04 s
-[Task 21/25] Current/Best: 21.33/ 22.14 GFLOPS | Progress: (16/20) | 32.18 s
-[Task 21/25] Current/Best: 1.62/ 22.14 GFLOPS | Progress: (20/20) | 43.98 s
+[Task 21/25] Current/Best: 18.59/ 21.43 GFLOPS | Progress: (4/20) | 5.66 s
+[Task 21/25] Current/Best: 13.08/ 21.43 GFLOPS | Progress: (8/20) | 16.72 s
+[Task 21/25] Current/Best: 10.04/ 21.43 GFLOPS | Progress: (12/20) | 21.19 s
+[Task 21/25] Current/Best: 5.54/ 21.43 GFLOPS | Progress: (16/20) | 23.36 s
+[Task 21/25] Current/Best: 10.68/ 21.43 GFLOPS | Progress: (20/20) | 28.98 s
[Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 22/25] Current/Best: 6.20/ 12.71 GFLOPS | Progress: (4/20) | 6.15 s
-[Task 22/25] Current/Best: 20.41/ 20.41 GFLOPS | Progress: (8/20) | 7.81 s
-[Task 22/25] Current/Best: 11.95/ 20.41 GFLOPS | Progress: (12/20) | 9.95 s
-[Task 22/25] Current/Best: 4.58/ 20.41 GFLOPS | Progress: (16/20) | 12.53 s
-[Task 22/25] Current/Best: 18.31/ 20.41 GFLOPS | Progress: (20/20) | 14.42 s Done.
+[Task 22/25] Current/Best: 3.82/ 22.92 GFLOPS | Progress: (4/20) | 4.21 s
+[Task 22/25] Current/Best: 3.20/ 22.92 GFLOPS | Progress: (8/20) | 8.05 s
+[Task 22/25] Current/Best: 9.42/ 22.92 GFLOPS | Progress: (12/20) | 10.12 s
+[Task 22/25] Current/Best: 12.61/ 22.92 GFLOPS | Progress: (16/20) | 12.06 s
+[Task 22/25] Current/Best: 18.35/ 22.92 GFLOPS | Progress: (20/20) | 13.70 s Done.
[Task 23/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 23/25] Current/Best: 20.15/ 20.15 GFLOPS | Progress: (4/20) | 5.29 s
-[Task 23/25] Current/Best: 1.55/ 20.15 GFLOPS | Progress: (8/20) | 9.71 s
-[Task 23/25] Current/Best: 6.13/ 21.94 GFLOPS | Progress: (12/20) | 13.64 s
-[Task 23/25] Current/Best: 11.38/ 21.94 GFLOPS | Progress: (16/20) | 17.11 s
-[Task 23/25] Current/Best: 21.97/ 21.97 GFLOPS | Progress: (20/20) | 23.15 s Done.
+[Task 23/25] Current/Best: 15.87/ 23.81 GFLOPS | Progress: (4/20) | 4.93 s
+[Task 23/25] Current/Best: 20.25/ 23.81 GFLOPS | Progress: (8/20) | 10.40 s
+[Task 23/25] Current/Best: 23.64/ 23.81 GFLOPS | Progress: (12/20) | 13.05 s
+[Task 23/25] Current/Best: 10.02/ 23.81 GFLOPS | Progress: (16/20) | 16.98 s
+[Task 23/25] Current/Best: 2.79/ 23.81 GFLOPS | Progress: (20/20) | 25.07 s Done.
[Task 24/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 24/25] Current/Best: 2.54/ 5.67 GFLOPS | Progress: (4/20) | 7.66 s
-[Task 24/25] Current/Best: 9.38/ 9.38 GFLOPS | Progress: (8/20) | 11.77 s
-[Task 24/25] Current/Best: 0.57/ 9.38 GFLOPS | Progress: (12/20) | 22.85 s
-[Task 24/25] Current/Best: 9.29/ 9.47 GFLOPS | Progress: (16/20) | 26.00 s
-[Task 24/25] Current/Best: 1.25/ 9.47 GFLOPS | Progress: (20/20) | 28.53 s
-[Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
-[Task 25/25] Current/Best: 4.00/ 9.40 GFLOPS | Progress: (4/20) | 13.51 s Done.
- Done.
+[Task 24/25] Current/Best: 3.85/ 6.15 GFLOPS | Progress: (4/20) | 13.45 s
+[Task 24/25] Current/Best: 4.32/ 10.56 GFLOPS | Progress: (8/20) | 17.07 s
+[Task 24/25] Current/Best: 4.59/ 10.56 GFLOPS | Progress: (12/20) | 19.72 s
+[Task 24/25] Current/Best: 1.22/ 10.56 GFLOPS | Progress: (16/20) | 24.37 s Done.
-[Task 25/25] Current/Best: 5.79/ 9.40 GFLOPS | Progress: (8/20) | 22.70 s
-[Task 25/25] Current/Best: 8.67/ 9.40 GFLOPS | Progress: (12/20) | 24.76 s
-[Task 25/25] Current/Best: 5.92/ 9.40 GFLOPS | Progress: (16/20) | 27.02 s
-[Task 25/25] Current/Best: 8.10/ 9.49 GFLOPS | Progress: (20/20) | 34.10 s Done.
+[Task 24/25] Current/Best: 6.94/ 10.56 GFLOPS | Progress: (20/20) | 35.39 s
+[Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s
+[Task 25/25] Current/Best: 6.18/ 7.80 GFLOPS | Progress: (4/20) | 5.78 s
+[Task 25/25] Current/Best: 6.00/ 8.06 GFLOPS | Progress: (8/20) | 7.46 s
+[Task 25/25] Current/Best: 8.03/ 9.74 GFLOPS | Progress: (12/20) | 9.15 s
+[Task 25/25] Current/Best: 4.39/ 9.74 GFLOPS | Progress: (16/20) | 10.60 s
+[Task 25/25] Current/Best: 4.66/ 9.74 GFLOPS | Progress: (20/20) | 21.57 s
</pre></div>
</div>
<p>The output from this tuning process will look something like this:</p>
@@ -1007,6 +1006,9 @@ model using optimized operators to speed up our computations.</p>
<a href="../reference/api/python/graph_executor.html#tvm.contrib.graph_executor.GraphModule" title="tvm.contrib.graph_executor.GraphModule" class="sphx-glr-backref-module-tvm-contrib-graph_executor sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">module</span></a> <span class="o">=</span> <a href="../reference/api/python/graph_executor.html#tvm.contrib.graph_executor.GraphModule" title="tvm.contrib.graph_executor.GraphModule" class="sphx-glr-backref-module-tvm-co [...]
</pre></div>
</div>
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Done.
+</pre></div>
+</div>
<p>Verify that the optimized model runs and produces the same results:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">dtype</span></a> <span class="o">=</span> <span class="s2">"float32"</span>
<a href="../reference/api/python/graph_executor.html#tvm.contrib.graph_executor.GraphModule.set_input" title="tvm.contrib.graph_executor.GraphModule.set_input" class="sphx-glr-backref-module-tvm-contrib-graph_executor sphx-glr-backref-type-py-method"><span class="n">module</span><span class="o">.</span><span class="n">set_input</span></a><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx- [...]
@@ -1021,7 +1023,7 @@ model using optimized operators to speed up our computations.</p>
<span class="nb">print</span><span class="p">(</span><span class="s2">"class='</span><span class="si">%s</span><span class="s2">' with probability=</span><span class="si">%f</span><span class="s2">"</span> <span class="o">%</span> <span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">labels</span></a [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>class='n02123045 tabby, tabby cat' with probability=0.621104
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>class='n02123045 tabby, tabby cat' with probability=0.621103
class='n02123159 tiger cat' with probability=0.356378
class='n02124075 Egyptian cat' with probability=0.019712
class='n02129604 tiger, Panthera tigris' with probability=0.001215
@@ -1059,8 +1061,8 @@ 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': 422.02647151003475, 'median': 421.83507605004706, 'std': 1.3958852617220123}
-unoptimized: {'mean': 496.4135941800487, 'median': 496.2835919001009, 'std': 2.895604221392733}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>optimized: {'mean': 371.13290854002116, 'median': 370.35887470010493, 'std': 1.3996769840360157}
+unoptimized: {'mean': 463.8709566599209, 'median': 463.63977614983014, 'std': 0.6034464341266964}
</pre></div>
</div>
</div>
@@ -1074,7 +1076,7 @@ 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 53.578 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 12 minutes 19.864 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/index.html b/docs/tutorial/index.html
index 3b918cc750..fd9937be39 100644
--- a/docs/tutorial/index.html
+++ b/docs/tutorial/index.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/tutorial/intro_topi.html b/docs/tutorial/intro_topi.html
index 2bf9635434..e83e0a23f2 100644
--- a/docs/tutorial/intro_topi.html
+++ b/docs/tutorial/intro_topi.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -549,7 +549,7 @@ 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, 0x27a48870)), stage(b, placeholder(b, 0x2aa8ef40)), 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, 0x138196a0)), stage(b, placeholder(b, 0xa5bfda0)), 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 [...]
</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/introduction.html b/docs/tutorial/introduction.html
index 6a4892f279..336b8720dc 100644
--- a/docs/tutorial/introduction.html
+++ b/docs/tutorial/introduction.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/tutorial/relay_quick_start.html b/docs/tutorial/relay_quick_start.html
index a0efe698cf..0fe18f90a6 100644
--- a/docs/tutorial/relay_quick_start.html
+++ b/docs/tutorial/relay_quick_start.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/tutorial/sg_execution_times.html b/docs/tutorial/sg_execution_times.html
index 325b79c729..8777236b40 100644
--- a/docs/tutorial/sg_execution_times.html
+++ b/docs/tutorial/sg_execution_times.html
@@ -267,7 +267,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -383,7 +383,7 @@
<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>17:47.567</strong> total execution time for <strong>tutorial</strong> files:</p>
+<p><strong>16:03.654</strong> total execution time for <strong>tutorial</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -392,42 +392,42 @@
</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>13:53.578</p></td>
+<td><p>12:19.864</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>01:48.842</p></td>
+<td><p>01:45.611</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>01:00.828</p></td>
+<td><p>00:55.674</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>00:45.173</p></td>
+<td><p>00:42.664</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>00:17.214</p></td>
+<td><p>00:18.043</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><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>00:00.984</p></td>
+<td><p>00:00.942</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><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>00:00.948</p></td>
+<td><p>00:00.856</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><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>
<td><p>00:00.000</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="tvmc_python.html#sphx-glr-tutorial-tvmc-python-py"><span class="std std-ref">Getting Starting using TVMC Python: a high-level API for TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">tvmc_python.py</span></code>)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="tvmc_command_line_driver.html#sphx-glr-tutorial-tvmc-command-line-driver-py"><span class="std std-ref">Compiling and Optimizing a Model with TVMC</span></a> (<code class="docutils literal notranslate"><span class="pre">tvmc_command_line_driver.py</span></code>)</p></td>
<td><p>00:00.000</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="tvmc_command_line_driver.html#sphx-glr-tutorial-tvmc-command-line-driver-py"><span class="std std-ref">Compiling and Optimizing a Model with TVMC</span></a> (<code class="docutils literal notranslate"><span class="pre">tvmc_command_line_driver.py</span></code>)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="tvmc_python.html#sphx-glr-tutorial-tvmc-python-py"><span class="std std-ref">Getting Starting using TVMC Python: a high-level API for TVM</span></a> (<code class="docutils literal notranslate"><span class="pre">tvmc_python.py</span></code>)</p></td>
<td><p>00:00.000</p></td>
<td><p>0.0 MB</p></td>
</tr>
diff --git a/docs/tutorial/tensor_expr_get_started.html b/docs/tutorial/tensor_expr_get_started.html
index 635f048189..10eb959f6c 100644
--- a/docs/tutorial/tensor_expr_get_started.html
+++ b/docs/tutorial/tensor_expr_get_started.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
@@ -590,8 +590,8 @@ 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: 0.000014
-naive: 0.000011
+<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>
</div>
@@ -685,7 +685,7 @@ 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: 0.000040
+<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
@@ -722,10 +722,10 @@ class Module:
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Operator Timing Performance
- numpy 1.4105289992585312e-05 1.0
- naive 1.07474e-05 0.7619410877514433
-parallel 6.374100000000001e-06 0.45189428954318955
- vector 3.99734e-05 2.8339296831906826
+ numpy 5.659519993059803e-06 1.0
+ naive 5.5992000000000005e-06 0.989341853525781
+parallel 5.8451e-06 1.0327907679746289
+ vector 3.87747e-05 6.851234742089244
</pre></div>
</div>
<div class="admonition-code-specialization admonition">
@@ -1041,7 +1041,7 @@ 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: 0.017974
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.013606
</pre></div>
</div>
<p>Now we write a basic matrix multiplication using TVM TE and verify that it
@@ -1082,7 +1082,7 @@ 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: 3.455158
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>none: 3.123613
</pre></div>
</div>
<p>Let’s take a look at the intermediate representation of the operator and
@@ -1146,7 +1146,7 @@ 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: 0.302852
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>blocking: 0.287726
</pre></div>
</div>
<p>By reordering the computation to take advantage of caching, you should see a
@@ -1195,7 +1195,7 @@ 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: 0.275529
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>vectorization: 0.266090
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1244,7 +1244,7 @@ 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: 0.118688
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>loop permutation: 0.105406
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1314,7 +1314,7 @@ 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: 0.108241
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>array packing: 0.100197
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1380,7 +1380,7 @@ 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: 0.112350
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>block caching: 0.093085
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1437,7 +1437,7 @@ 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: 0.135145
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>parallelization: 0.112382
# from tvm.script import ir as I
# from tvm.script import tir as T
@@ -1490,13 +1490,13 @@ 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 3.4551583299 1.0
- blocking 0.30285161650000003 0.08765202273921995
- vectorization 0.27552945009999996 0.07974437747632086
-loop permutation 0.1186879078 0.0343509316991083
- array packing 0.10824114300000001 0.03132740461220275
- block caching 0.1123501531 0.032516643919832076
- parallelization 0.1351445287 0.03911384538604092
+ none 3.123612959 1.0
+ blocking 0.28772589979999996 0.09211317265507604
+ vectorization 0.2660895059 0.08518645216057322
+loop permutation 0.1054056776 0.033744794564351144
+ array packing 0.100197069 0.03207729968954838
+ block caching 0.0930854774 0.0298005798483435
+ parallelization 0.1123823589 0.03597832393933285
</pre></div>
</div>
<p>Note that the outputs on the web page reflect the running times on a
@@ -1528,7 +1528,6 @@ is</p>
you can build generic templates of the matrix multiplication and other
operations with tunable parameters that allows you to automatically optimize
the computation for specific platforms.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 0.828 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-tutorial-tensor-expr-get-started-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../_downloads/40a01cffb015a67aaec0fad7e27cf80d/tensor_expr_get_started.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">tensor_expr_get_started.py</span></code></a></p>
diff --git a/docs/tutorial/tensor_ir_blitz_course.html b/docs/tutorial/tensor_ir_blitz_course.html
index 89ab1bdb00..1a1921d4d9 100644
--- a/docs/tutorial/tensor_ir_blitz_course.html
+++ b/docs/tutorial/tensor_ir_blitz_course.html
@@ -269,7 +269,7 @@
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/customize_opt.html">Customize Optimization</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/optimize_llm.html">Optimize Large Language Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="../how_to/tutorials/cross_compilation_and_rpc.html">Cross Compilation and RPC</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Develope Apache TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../how_to/dev/index.html">Development Guides</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Deep Dive</span></p>
<ul>
diff --git a/docs/tutorial/tvmc_command_line_driver.html b/docs/tutorial/tvmc_command_line_driver.html
index 51abdf22d0..96e0301802 100644
... 37 lines suppressed ...