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Posted to commits@tvm.apache.org by tq...@apache.org on 2024/10/12 08:22:41 UTC
(tvm-site) branch asf-site updated: deploying docs (apache/tvm@ab648358178a1c8a8a5116fc975f4618b3ede8aa)
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tqchen pushed a commit to branch asf-site
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new 8e9efc9534 deploying docs (apache/tvm@ab648358178a1c8a8a5116fc975f4618b3ede8aa)
8e9efc9534 is described below
commit 8e9efc953482cd47e03d4eccfafc3fe1dd6ff1e1
Author: tvm-bot <95...@users.noreply.github.com>
AuthorDate: Sat Oct 12 08:22:32 2024 +0000
deploying docs (apache/tvm@ab648358178a1c8a8a5116fc975f4618b3ede8aa)
---
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336 files changed, 1610 insertions(+), 1721 deletions(-)
diff --git a/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst.txt b/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst.txt
index 5ad7f9c253..39328a4831 100644
--- a/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst.txt
@@ -10,5 +10,5 @@ Computation times
+-------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_deep_dive_relax_tutorials_relax_creation.py` (``relax_creation.py``) | 00:00.160 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` (``relax_transformation.py``) | 00:00.082 | 0.0 MB |
+| :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` (``relax_transformation.py``) | 00:00.083 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
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 918729d2f8..af4bb106c9 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
=================
-**00:00.550** total execution time for **deep_dive_tensor_ir_tutorials** files:
+**00:00.545** total execution time for **deep_dive_tensor_ir_tutorials** files:
+-------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_transformation.py` (``tir_transformation.py``) | 00:00.322 | 0.0 MB |
+| :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_transformation.py` (``tir_transformation.py``) | 00:00.328 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` (``tir_creation.py``) | 00:00.228 | 0.0 MB |
+| :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` (``tir_creation.py``) | 00:00.217 | 0.0 MB |
+-------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst.txt b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst.txt
index 1b5107c1c6..907d5a0b63 100644
--- a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst.txt
+++ b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst.txt
@@ -123,7 +123,7 @@ original implementation.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 2.2423 2.2423 2.2423 2.2423 0.0000
+ 2.3247 2.3247 2.3247 2.3247 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)
- 0.9023 0.9023 0.9023 0.9023 0.0000
+ 0.9902 0.9902 0.9902 0.9902 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)
- 0.3212 0.3212 0.3212 0.3212 0.0000
+ 0.3305 0.3305 0.3305 0.3305 0.0000
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 5529586146..c42967689c 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
=================
-**00:02.622** total execution time for **get_started_tutorials** files:
+**00:02.620** total execution time for **get_started_tutorials** files:
+---------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_get_started_tutorials_ir_module.py` (``ir_module.py``) | 00:02.425 | 0.0 MB |
+| :ref:`sphx_glr_get_started_tutorials_ir_module.py` (``ir_module.py``) | 00:02.416 | 0.0 MB |
+---------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``quick_start.py``) | 00:00.197 | 0.0 MB |
+| :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``quick_start.py``) | 00:00.204 | 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 7f1da08685..f7c3f633ca 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 44.913 seconds)
+ **Total running time of the script:** ( 1 minutes 41.072 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 d3d85bf950..a45508a1f4 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 985ms/step
+ 1/1 [==============================] - ETA: 0s 1/1 [==============================] - 1s 944ms/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 7794973520..f3515a50bb 100644
--- a/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
+++ b/docs/_sources/how_to/compile_models/from_oneflow.rst.txt
@@ -121,7 +121,7 @@ Load a pretrained OneFlow model and save model
.. code-block:: none
Downloading: "https://oneflow-public.oss-cn-beijing.aliyuncs.com/model_zoo/flowvision/classification/ResNet/resnet18.zip" to /workspace/.oneflow/flowvision_cache/resnet18.zip
- 0%| | 0.00/41.5M [00:00<?, ?B/s] 19%|#9 | 7.99M/41.5M [00:00<00:00, 54.8MB/s] 32%|###1 | 13.2M/41.5M [00:00<00:00, 37.5MB/s] 41%|#### | 17.0M/41.5M [00:00<00:01, 17.3MB/s] 54%|#####3 | 22.3M/41.5M [00:01<00:00, 20.9MB/s] 60%|###### | 24.9M/41.5M [00:01<00:00, 19.8MB/s] 77%|#######7 | 32.0M/41.5M [00:01<00:00, 27.5MB/s] 90%|########9 | 37.2M/41.5M [00:01<00:00, 32.7MB/s] 99%|#########8| 41.0M/41.5M [00:01<00:00, 22.7MB/s] 100%|##########| 41.5M/41.5M [00:01<00:00, 24.8MB/s]
+ 0%| | 0.00/41.5M [00:00<?, ?B/s] 19%|#9 | 7.99M/41.5M [00:00<00:01, 34.1MB/s] 35%|###4 | 14.3M/41.5M [00:00<00:00, 33.0MB/s] 42%|####2 | 17.5M/41.5M [00:00<00:00, 30.1MB/s] 54%|#####3 | 22.3M/41.5M [00:00<00:00, 34.4MB/s] 62%|######1 | 25.7M/41.5M [00:00<00:00, 34.2MB/s] 77%|#######7 | 32.0M/41.5M [00:00<00:00, 39.6MB/s] 92%|#########2| 38.3M/41.5M [00:01<00:00, 32.9MB/s] 100%|##########| 41.5M/41.5M [00:01<00:00, 32.3MB/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 239feee74a..65b6ed022a 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 10.878 seconds)
+ **Total running time of the script:** ( 1 minutes 8.296 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 a96dbd3dd4..f730a5a37a 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] 3%|2 | 1.12M/44.7M [00:00<00:04, 10.9MB/s] 8%|8 | 3.75M/44.7M [00:00<00:02, 20.2MB/s] 13%|#3 | 5.88M/44.7M [00:00<00:02, 18.6MB/s] 19%|#9 | 8.62M/44.7M [00:00<00:01, 21.9MB/s] 24%|##4 | 10.9M/44.7M [00:00<00:01, 22.1MB/s] 31%|###1 | 13.9M/44.7M [00:00<00:01, 24.4MB/s] 36%|###6 | 16.2M/44.7M [00:00<00:01, 24.2MB/s] 42%|####1 | 18.6M/44.7M [00:00<00:01, 23.6MB/s] 47%|####7 | 21.0M/44.7M [00:00<00:01, 22.6MB/s] 52%|#####2 | 23.2M/44.7M [00:01<00:01, 19.5MB/s] 58%|#####7 | 25.8M/44.7M [00:01<00:00, 20.9MB/s] 62%|######2 | 27.9M/44.7M [00:01<00:00, 19.5MB/s] 67%|######6 | 29.9M/44.7M [00:01<00:00, 19.8MB/s] 73%|#######3 | 32.8M/44.7M [00:01<00:00, 22.2MB/s] 80%|######## | 35.8M/44.7M [00:01<00:00, 24.5MB/s] 86%|########5 | 38.2M/44.7M [00:01<00:00, 21.9MB/s] 91%|######### | 40.5M/44.7M [00
:01<00:00, 22.0MB/s] 97%|#########7| 43.4M/44.7M [00:02<00:00, 24.2MB/s] 100%|##########| 44.7M/44.7M [00:02<00:00, 22.0MB/s]
+ 0%| | 0.00/44.7M [00:00<?, ?B/s] 29%|##8 | 12.9M/44.7M [00:00<00:00, 135MB/s] 67%|######6 | 29.8M/44.7M [00:00<00:00, 159MB/s] 100%|##########| 44.7M/44.7M [00:00<00:00, 163MB/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 bdff740913..fb4d5dfec3 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 39.104 seconds)
+ **Total running time of the script:** ( 1 minutes 35.521 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 173b471e8e..930338eaea 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
=================
-**07:26.144** total execution time for **how_to_compile_models** files:
+**07:07.757** total execution time for **how_to_compile_models** files:
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``) | 01:44.913 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_darknet.py` (``from_darknet.py``) | 01:41.072 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``) | 01:39.104 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py` (``from_tensorflow.py``) | 01:35.521 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``) | 01:10.878 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_paddle.py` (``from_paddle.py``) | 01:08.296 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``) | 00:48.592 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_oneflow.py` (``from_oneflow.py``) | 00:46.666 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``) | 00:43.539 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_coreml.py` (``from_coreml.py``) | 00:42.319 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``) | 00:32.420 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_pytorch.py` (``from_pytorch.py``) | 00:29.758 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``) | 00:29.970 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_keras.py` (``from_keras.py``) | 00:28.117 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``) | 00:13.704 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_tflite.py` (``from_tflite.py``) | 00:13.046 | 0.0 MB |
+-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``) | 00:03.025 | 0.0 MB |
+| :ref:`sphx_glr_how_to_compile_models_from_onnx.py` (``from_onnx.py``) | 00:02.962 | 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 30a32e3b0b..c46d822759 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)
- 4124.3341 4124.5181 4128.5005 4120.7589 2.1028
+ 4120.0115 4119.0977 4124.2094 4118.1336 1.8847
@@ -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 23.193 seconds)
+ **Total running time of the script:** ( 1 minutes 21.663 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 f868e54000..bf2f4ca2c6 100644
--- a/docs/_sources/how_to/deploy_models/deploy_model_on_adreno_tvmc.rst.txt
+++ b/docs/_sources/how_to/deploy_models/deploy_model_on_adreno_tvmc.rst.txt
@@ -127,7 +127,7 @@ Make a Keras Resnet50 Model
.. code-block:: none
Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/resnet/resnet50_weights_tf_dim_ordering_tf_kernels.h5
- 8192/102967424 [..............................] - ETA: 0s 6635520/102967424 [>.............................] - ETA: 1s 8380416/102967424 [=>............................] - ETA: 2s 11173888/102967424 [==>...........................] - ETA: 2s 15024128/102967424 [===>..........................] - ETA: 2s 16769024/102967424 [===>..........................] - ETA: 3s 23412736/102967424 [=====>........................] - ETA: 2s 25157632/102967424 [======>.......................] - ETA: 2s
25296896/102967424 [======>.......................] - ETA: 2s 30236672/102967424 [=======>......................] - ETA: 2s 33546240/102967424 [========>.....................] - ETA: 2s 40189952/102967424 [==========>...................] - ETA: 2s 41934848/102967424 [===========>..................] - ETA: 2s 48578560/102967424 [=============>................] - ETA: 1s 50323456/102967424 [=============>................] - ETA: 1s 58712064/102967424 [================>.............] -
ETA: 1s 65355776/102967424 [==================>...........] - ETA: 1s 67100672/102967424 [==================>...........] - ETA: 1s 69296128/102967424 [===================>..........] - ETA: 1s 73072640/102967424 [====================>.........] - ETA: 1s 75489280/102967424 [====================>.........] - ETA: 1s 82124800/102967424 [======================>.......] - 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 [==============================] - 4s 0us/step
+ 8192/102967424 [..............................] - ETA: 0s 6635520/102967424 [>.............................] - ETA: 3s 8380416/102967424 [=>............................] - ETA: 3s 16769024/102967424 [===>..........................] - ETA: 2s 25157632/102967424 [======>.......................] - ETA: 1s 27951104/102967424 [=======>......................] - ETA: 1s 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: 0s 67100672/102967424 [==================>...........] - ETA: 0s 69296128/102967424 [===================>..........] -
ETA: 0s 75489280/102967424 [====================>.........] - ETA: 0s 82124800/102967424 [======================>.......] - 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
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 218e4fa516..0b9d2eba82 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)
- 15.4909 15.2883 16.2086 15.1786 0.3777
+ 15.6574 15.6655 15.9928 15.1721 0.2428
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 b0407c7d76..5c5792cbe1 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] 1%|1 | 2.50M/170M [00:00<00:06, 25.7MB/s] 3%|3 | 5.12M/170M [00:00<00:06, 26.1MB/s] 5%|4 | 7.75M/170M [00:00<00:06, 26.5MB/s] 6%|6 | 10.4M/170M [00:00<00:06, 26.6MB/s] 8%|7 | 13.1M/170M [00:00<00:06, 27.0MB/s] 9%|9 | 15.8M/170M [00:00<00:06, 26.9MB/s] 11%|# | 18.4M/170M [00:00<00:05, 26.9MB/s] 12%|#2 | 21.0M/170M [00:00<00:05, 26.9MB/s] 14%|#3 | 23.6M/170M [00:00<00:05, 25.6MB/s] 15%|#5 | 26.1M/170M [00:01<00:05, 25.7MB/s] 17%|#6 | 28.8M/170M [00:01<00:05, 25.9MB/s] 19%|#8 | 31.5M/170M [00:01<00:05, 26.4MB/s] 20%|## | 34.1M/170M [00:01<00:05, 26.0MB/s] 22%|##1 | 36.8M/170M [00:01<00:05, 26.2MB/s] 23%|##3 | 39.4M/170M [00:01<00:05, 26.3MB/s] 25%|##4 | 42.0M/170M [00:01<00:05, 26.5MB/s] 26%|##6 | 44.6M/170M [00:01<00:04, 26.7MB/
s] 28%|##7 | 47.2M/170M [00:01<00:04, 26.6MB/s] 29%|##9 | 49.9M/170M [00:01<00:04, 26.8MB/s] 31%|### | 52.6M/170M [00:02<00:04, 27.0MB/s] 33%|###2 | 55.2M/170M [00:02<00:04, 26.5MB/s] 34%|###4 | 57.9M/170M [00:02<00:04, 26.7MB/s] 36%|###5 | 60.5M/170M [00:02<00:04, 26.2MB/s] 37%|###7 | 63.1M/170M [00:02<00:04, 26.5MB/s] 39%|###8 | 65.9M/170M [00:02<00:04, 26.9MB/s] 40%|#### | 68.5M/170M [00:02<00:03, 26.9MB/s] 42%|####1 | 71.1M/170M [00:02<00:03, 26.7MB/s] 43%|####3 | 73.9M/170M [00:02<00:03, 27.2MB/s] 45%|####5 | 76.5M/170M [00:03<00:03, 26.9MB/s] 47%|####6 | 79.1M/170M [00:03<00:03, 26.7MB/s] 48%|####8 | 81.8M/170M [00:03<00:03, 26.7MB/s] 50%|####9 | 84.4M/170M [00:03<00:03, 26.8MB/s] 51%|#####1 | 87.0M/170M [00:03<00:03, 26.5MB/s] 53%|#####2 | 89.6M/170M [00:03<00:03, 26.4MB/s] 54%|#####4 | 92.2M/170M [00:03<00:
03, 26.5MB/s] 56%|#####6 | 95.8M/170M [00:03<00:02, 29.3MB/s] 58%|#####8 | 98.9M/170M [00:03<00:02, 30.2MB/s] 60%|#####9 | 102M/170M [00:03<00:02, 29.3MB/s] 62%|######1 | 105M/170M [00:04<00:02, 28.7MB/s] 63%|######3 | 108M/170M [00:04<00:02, 28.0MB/s] 65%|######4 | 110M/170M [00:04<00:02, 27.8MB/s] 67%|######6 | 113M/170M [00:04<00:02, 27.7MB/s] 68%|######8 | 116M/170M [00:04<00:02, 27.8MB/s] 70%|####### | 119M/170M [00:04<00:01, 29.6MB/s] 72%|#######1 | 122M/170M [00:04<00:01, 28.8MB/s] 74%|#######3 | 125M/170M [00:04<00:01, 28.1MB/s] 75%|#######5 | 128M/170M [00:04<00:01, 27.7MB/s] 77%|#######6 | 130M/170M [00:05<00:01, 26.3MB/s] 78%|#######8 | 133M/170M [00:05<00:01, 26.5MB/s] 80%|#######9 | 136M/170M [00:05<00:01, 26.1MB/s] 82%|########1 | 139M/170M [00:05<00:01, 29.3MB/s] 84%|########3 | 142M/170M [00:05<00:01, 28.4MB/s] 85%|########5 | 145M/170M [00:05<00:00,
27.7MB/s] 87%|########6 | 148M/170M [00:05<00:00, 26.9MB/s] 88%|########8 | 150M/170M [00:05<00:00, 26.7MB/s] 90%|######### | 153M/170M [00:05<00:00, 26.7MB/s] 92%|#########1| 156M/170M [00:06<00:00, 26.6MB/s] 94%|#########3| 159M/170M [00:06<00:00, 29.2MB/s] 96%|#########5| 163M/170M [00:06<00:00, 32.1MB/s] 98%|#########7| 166M/170M [00:06<00:00, 28.3MB/s] 99%|#########9| 169M/170M [00:06<00:00, 25.2MB/s] 100%|##########| 170M/170M [00:06<00:00, 27.1MB/s]
+ 0%| | 0.00/170M [00:00<?, ?B/s] 8%|8 | 13.8M/170M [00:00<00:01, 143MB/s] 20%|#9 | 33.2M/170M [00:00<00:00, 179MB/s] 31%|###1 | 52.9M/170M [00:00<00:00, 191MB/s] 42%|####2 | 72.1M/170M [00:00<00:00, 195MB/s] 54%|#####3 | 91.5M/170M [00:00<00:00, 198MB/s] 65%|######5 | 111M/170M [00:00<00:00, 199MB/s] 77%|#######6 | 130M/170M [00:00<00:00, 200MB/s] 88%|########7 | 149M/170M [00:00<00:00, 201MB/s] 99%|#########9| 169M/170M [00:00<00:00, 202MB/s] 100%|##########| 170M/170M [00:00<00:00, 196MB/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:122: 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 54.251 seconds)
+ **Total running time of the script:** ( 3 minutes 43.051 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 5de6334991..dbeb054523 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, 157MB/s]
+ 0%| | 0.00/13.6M [00:00<?, ?B/s] 52%|#####1 | 7.00M/13.6M [00:00<00:00, 71.6MB/s] 100%|##########| 13.6M/13.6M [00:00<00:00, 66.2MB/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)
- 86.5789 86.4467 87.8662 85.9354 0.4578
+ 87.7140 87.6552 89.1167 87.1900 0.3772
@@ -452,7 +452,7 @@ TODO
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 36.049 seconds)
+ **Total running time of the script:** ( 1 minutes 33.548 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 29b2dae789..71cbbb6941 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)
- 109.7250 109.6275 114.4563 109.2367 0.5834
+ 109.6491 109.9245 110.8241 107.5000 0.7987
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 39b43dd7f9..b38067fb69 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
=================
-**10:44.775** total execution time for **how_to_deploy_models** files:
+**10:20.940** 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``) | 03:54.251 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_object_detection_pytorch.py` (``deploy_object_detection_pytorch.py``) | 03:43.051 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``) | 01:36.049 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized.py` (``deploy_prequantized.py``) | 01:33.548 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno.py` (``deploy_model_on_adreno.py``) | 01:23.193 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno.py` (``deploy_model_on_adreno.py``) | 01:21.663 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``) | 00:57.235 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_android.py` (``deploy_model_on_android.py``) | 00:54.922 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno_tvmc.py` (``deploy_model_on_adreno_tvmc.py``) | 00:54.651 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``) | 00:53.603 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``) | 00:54.110 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_adreno_tvmc.py` (``deploy_model_on_adreno_tvmc.py``) | 00:51.019 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_nano.py` (``deploy_model_on_nano.py``) | 00:32.996 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_nano.py` (``deploy_model_on_nano.py``) | 00:31.733 | 0.0 MB |
+------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``) | 00:32.281 | 0.0 MB |
+| :ref:`sphx_glr_how_to_deploy_models_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``) | 00:31.393 | 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/extend_tvm/sg_execution_times.rst.txt b/docs/_sources/how_to/extend_tvm/sg_execution_times.rst.txt
index a71d8cdb28..640b2a692a 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
=================
-**00:04.125** total execution time for **how_to_extend_tvm** files:
+**00:04.186** total execution time for **how_to_extend_tvm** files:
+-------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``) | 00:02.862 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py` (``use_pass_instrument.py``) | 00:02.905 | 0.0 MB |
+-------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``) | 00:01.255 | 0.0 MB |
+| :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py` (``use_pass_infra.py``) | 00:01.274 | 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 |
+| :ref:`sphx_glr_how_to_extend_tvm_low_level_custom_pass.py` (``low_level_custom_pass.py``) | 00:00.008 | 0.0 MB |
+-------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt b/docs/_sources/how_to/extend_tvm/use_pass_instrument.rst.txt
index 2ff21540ce..f6a838cccb 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: 24968us [24968us] (48.44%; 48.44%)
- FoldScaleAxis: 26577us [10us] (51.56%; 51.56%)
- FoldConstant: 26567us [1793us] (51.54%; 99.96%)
- InferType: 24774us [24774us] (48.06%; 93.25%)
+ InferType: 25462us [25462us] (48.54%; 48.54%)
+ FoldScaleAxis: 26997us [9us] (51.46%; 51.46%)
+ FoldConstant: 26989us [1859us] (51.45%; 99.97%)
+ InferType: 25129us [25129us] (47.90%; 93.11%)
@@ -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: 24881us [24881us] (48.86%; 48.86%)
- FoldScaleAxis: 26037us [8us] (51.14%; 51.14%)
- FoldConstant: 26029us [1756us] (51.12%; 99.97%)
- InferType: 24273us [24273us] (47.67%; 93.25%)
+ InferType: 25350us [25350us] (48.17%; 48.17%)
+ FoldScaleAxis: 27274us [9us] (51.83%; 51.83%)
+ FoldConstant: 27265us [1880us] (51.81%; 99.97%)
+ InferType: 25384us [25384us] (48.24%; 93.10%)
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 24dd2db890..1489c057df 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: 53.529312 ms
+ Convolution: 53.504863 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 9e3e9c1b67..2dba319540 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: 12.224678 ms
+ conv2d with tensor core: 12.204771 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 168616f7d2..770b205623 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: 0.018656
- Baseline: 3.351838
+ Numpy running time: 0.018438
+ Baseline: 3.293206
@@ -227,7 +227,7 @@ fill 32 * 32 * sizeof(float) which is 4KB in the cache whose total size is 32KB
.. code-block:: none
- Opt1: 0.318783
+ Opt1: 0.318558
@@ -318,7 +318,7 @@ In this tutorial, we chose to vectorize the inner loop row data since it is cach
.. code-block:: none
- Opt2: 0.325782
+ Opt2: 0.280962
@@ -406,7 +406,7 @@ the access pattern for A matrix is more cache friendly.
.. code-block:: none
- Opt3: 0.133044
+ Opt3: 0.114908
@@ -523,7 +523,7 @@ flattening.
.. code-block:: none
- Opt4: 0.109059
+ Opt4: 0.106528
@@ -635,7 +635,7 @@ write to C when all the block results are ready.
.. code-block:: none
- Opt5: 0.112177
+ Opt5: 0.112409
@@ -748,7 +748,7 @@ Furthermore, we can also utilize multi-core processors to do the thread-level pa
.. code-block:: none
- Opt6: 0.134076
+ Opt6: 0.135082
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 f3d8450519..ef78cb2048 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
=================
-**00:35.086** total execution time for **how_to_optimize_operators** files:
+**00:34.183** total execution time for **how_to_optimize_operators** files:
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``) | 00:31.889 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_gemm.py` (``opt_gemm.py``) | 00:30.960 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``) | 00:02.027 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``) | 00:02.024 | 0.0 MB |
+-----------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``) | 00:01.170 | 0.0 MB |
+| :ref:`sphx_glr_how_to_optimize_operators_opt_conv_cuda.py` (``opt_conv_cuda.py``) | 00:01.200 | 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 b9b897e685..c59c35c7f8 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
=================
-**03:50.585** total execution time for **how_to_tune_with_autoscheduler** files:
+**03:50.005** 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``) | 01:41.417 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_x86.py` (``tune_network_x86.py``) | 01:40.225 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``) | 01:14.998 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_cuda.py` (``tune_network_cuda.py``) | 01:14.934 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``) | 00:20.772 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_arm.py` (``tune_network_arm.py``) | 00:20.832 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``) | 00:17.564 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_network_mali.py` (``tune_network_mali.py``) | 00:17.727 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``) | 00:15.734 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_conv2d_layer_cuda.py` (``tune_conv2d_layer_cuda.py``) | 00:16.185 | 0.0 MB |
+----------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_sparse_x86.py` (``tune_sparse_x86.py``) | 00:00.100 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autoscheduler_tune_sparse_x86.py` (``tune_sparse_x86.py``) | 00:00.103 | 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 e184c37c59..b00318fd5e 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: 0.344 ms
+ Execution time of this operator: 0.342 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 a9aff9e3e8..0c12678bdd 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
@@ -632,7 +632,7 @@ 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)
- 3.2380 3.2426 3.2528 3.2184 0.0144
+ 3.2260 3.2202 3.2424 3.2152 0.0118
@@ -659,7 +659,7 @@ Other Tips
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 14.998 seconds)
+ **Total running time of the script:** ( 1 minutes 14.934 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 22590386e9..03d5594e65 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
@@ -654,7 +654,7 @@ 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)
- 734.3559 733.7810 739.3546 729.9320 3.8682
+ 752.0335 752.2534 753.4783 750.3688 1.2789
@@ -681,7 +681,7 @@ Other Tips
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 41.417 seconds)
+ **Total running time of the script:** ( 1 minutes 40.225 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 93d22dcc0c..111ee5fee4 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
@@ -5,12 +5,12 @@
Computation times
=================
-**00:23.894** total execution time for **how_to_tune_with_autotvm** files:
+**00:24.272** 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``) | 00:23.856 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``) | 00:24.234 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``) | 00:00.020 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``) | 00:00.021 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_how_to_tune_with_autotvm_tune_relay_mobile_gpu.py` (``tune_relay_mobile_gpu.py``) | 00:00.006 | 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 915370d13f..9f99be4af5 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: 0.037035
+ Time cost of this operator: 0.037194
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 9c11151e6d..3a5efc269a 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
- 1.134e-07 secs/op
+ 1.367e-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 a4cc3addd2..7c43e739a3 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 11.034 seconds)
+ **Total running time of the script:** ( 1 minutes 11.301 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 081ff29db2..f866d4cbb7 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
=================
-**01:15.167** total execution time for **how_to_tutorials** files:
+**01:15.444** total execution time for **how_to_tutorials** files:
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` (``optimize_llm.py``) | 01:11.034 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` (``optimize_llm.py``) | 01:11.301 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``e2e_opt_model.py``) | 00:02.534 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``e2e_opt_model.py``) | 00:02.556 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``customize_opt.py``) | 00:00.818 | 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``) | 00:00.780 | 0.0 MB |
+| :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``) | 00:00.771 | 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 86cd111114..6e8a23b1b7 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 294.1 98.627 (1, 2, 10, 10, 3) 2 1 [294.1]
- tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.948 0.989 (1, 6, 10, 10) 1 1 [2.948]
- tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 1.146 0.384 (1, 1, 10, 10, 3) 1 1 [1.146]
- Total_time - 298.194 - - - - -
+ tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 302.8 98.738 (1, 2, 10, 10, 3) 2 1 [302.8]
+ tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.913 0.95 (1, 6, 10, 10) 1 1 [2.913]
+ tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.956 0.312 (1, 1, 10, 10, 3) 1 1 [0.956]
+ Total_time - 306.669 - - - - -
@@ -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 98.0 97.357 (1, 6, 10, 10, 1) 2 1 [98.0]
- tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.717 1.706 (1, 6, 10, 10) 1 1 [1.717]
- tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.943 0.937 (1, 1, 10, 10, 3) 1 1 [0.943]
- Total_time - 100.66 - - - - -
+ tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 102.9 97.412 (1, 6, 10, 10, 1) 2 1 [102.9]
+ tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.777 1.682 (1, 6, 10, 10) 1 1 [1.777]
+ tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.957 0.906 (1, 1, 10, 10, 3) 1 1 [0.957]
+ Total_time - 105.634 - - - - -
@@ -439,7 +439,7 @@ Timing the tuned program
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 24.688 seconds)
+ **Total running time of the script:** ( 1 minutes 26.190 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 06cf0dda49..309c895469 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:376: 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, 85.4MB/s]
+ 0%| | 0.00/3.42M [00:00<?, ?B/s] 100%|##########| 3.42M/3.42M [00:00<00:00, 80.2MB/s]
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/ao/nn/quantized/modules/__init__.py:98: 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!
return torch.quantize_per_tensor(X, float(self.scale),
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/ao/nn/quantized/modules/__init__.py:99: TracerWarning: Converting a tensor to a Python integer 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!
@@ -324,7 +324,7 @@ Look up prediction top 1 index in 1000 class synset.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 35.180 seconds)
+ **Total running time of the script:** ( 1 minutes 33.641 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 99c2dba3e7..3b1bcae176 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/tmpbhykvc71/images/random'
+ '/tmp/tmppv29eife/images/random'
@@ -318,8 +318,8 @@ objects to other stuff? We can display some examples from our datasets using ``m
.. code-block:: none
- /tmp/tmpbhykvc71/images/target contains 8144 images
- /tmp/tmpbhykvc71/images/random contains 5000 images
+ /tmp/tmppv29eife/images/target contains 8144 images
+ /tmp/tmppv29eife/images/random contains 5000 images
@@ -494,13 +494,13 @@ the time on our validation set).
.. code-block:: none
Epoch 1/3
- 328/328 - 46s - loss: 0.2126 - accuracy: 0.9255 - val_loss: 0.1078 - val_accuracy: 0.9626 - 46s/epoch - 139ms/step
+ 328/328 - 47s - loss: 0.2252 - accuracy: 0.9210 - val_loss: 0.1560 - val_accuracy: 0.9430 - 47s/epoch - 144ms/step
Epoch 2/3
- 328/328 - 42s - loss: 0.1027 - accuracy: 0.9625 - val_loss: 0.1224 - val_accuracy: 0.9588 - 42s/epoch - 127ms/step
+ 328/328 - 44s - loss: 0.0965 - accuracy: 0.9664 - val_loss: 0.1298 - val_accuracy: 0.9464 - 44s/epoch - 134ms/step
Epoch 3/3
- 328/328 - 43s - loss: 0.0689 - accuracy: 0.9737 - val_loss: 0.1313 - val_accuracy: 0.9622 - 43s/epoch - 130ms/step
+ 328/328 - 44s - loss: 0.0670 - accuracy: 0.9748 - val_loss: 0.1038 - val_accuracy: 0.9660 - 44s/epoch - 133ms/step
- <keras.callbacks.History object at 0x7f0f80293c40>
+ <keras.callbacks.History object at 0x7f9984eb4ee0>
@@ -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 23.516 seconds)
+ **Total running time of the script:** ( 4 minutes 57.156 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 0208080dc3..eb8e491141 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
=================
-**08:54.771** total execution time for **how_to_work_with_microtvm** files:
+**08:28.299** total execution time for **how_to_work_with_microtvm** files:
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_train.py` (``micro_train.py``) | 05:23.516 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_train.py` (``micro_train.py``) | 04:57.156 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_pytorch.py` (``micro_pytorch.py``) | 01:35.180 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_pytorch.py` (``micro_pytorch.py``) | 01:33.641 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``) | 01:24.688 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_autotune.py` (``micro_autotune.py``) | 01:26.190 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_aot.py` (``micro_aot.py``) | 00:12.391 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_aot.py` (``micro_aot.py``) | 00:12.379 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_custom_ide.py` (``micro_custom_ide.py``) | 00:10.722 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_custom_ide.py` (``micro_custom_ide.py``) | 00:10.845 | 0.0 MB |
+-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``) | 00:08.274 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_microtvm_micro_tflite.py` (``micro_tflite.py``) | 00:08.087 | 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 224f895395..98d4437d51 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
=================
-**00:41.478** total execution time for **how_to_work_with_relay** files:
+**00:40.128** 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``) | 00:35.507 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_using_pipeline_executor.py` (``using_pipeline_executor.py``) | 00:34.449 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``) | 00:03.957 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_using_external_lib.py` (``using_external_lib.py``) | 00:03.806 | 0.0 MB |
+----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``) | 00:02.008 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_relay_build_gcn.py` (``build_gcn.py``) | 00:01.867 | 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 7fdf0582d8..55ebbaac4b 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
=================
-**00:03.106** total execution time for **how_to_work_with_schedules** files:
+**00:03.045** total execution time for **how_to_work_with_schedules** files:
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``) | 00:01.395 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py` (``tensorize.py``) | 00:01.351 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``) | 00:00.706 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_reduction.py` (``reduction.py``) | 00:00.698 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``) | 00:00.696 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_scan.py` (``scan.py``) | 00:00.695 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``) | 00:00.135 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py` (``extern_op.py``) | 00:00.132 | 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_schedule_primitives.py` (``schedule_primitives.py``) | 00:00.072 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_tedd.py` (``tedd.py``) | 00:00.067 | 0.0 MB |
+| :ref:`sphx_glr_how_to_work_with_schedules_tedd.py` (``tedd.py``) | 00:00.065 | 0.0 MB |
+------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_how_to_work_with_schedules_tuple_inputs.py` (``tuple_inputs.py``) | 00:00.034 | 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 47c8e95306..52df0aac43 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 27.98s!
+ yolov3-tiny inference graph built in 29.02s!
@@ -447,7 +447,7 @@ Download test image
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 4.013 seconds)
+ **Total running time of the script:** ( 1 minutes 5.979 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 352a4990de..5204dea13a 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
=================
-**01:04.013** total execution time for **topic_vta_tutorials_frontend** files:
+**01:05.979** total execution time for **topic_vta_tutorials_frontend** files:
+--------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``) | 01:04.013 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``) | 01:05.979 | 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 494ec846e3..8651a14821 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
=================
-**00:03.194** total execution time for **topic_vta_tutorials_optimize** files:
+**00:03.316** total execution time for **topic_vta_tutorials_optimize** files:
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``) | 00:02.710 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``) | 00:02.839 | 0.0 MB |
+--------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``) | 00:00.484 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``) | 00:00.477 | 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 39ba668d43..01f9af6b47 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
=================
-**00:00.825** total execution time for **topic_vta_tutorials** files:
+**00:00.814** total execution time for **topic_vta_tutorials** files:
+---------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``) | 00:00.447 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``) | 00:00.443 | 0.0 MB |
+---------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``) | 00:00.378 | 0.0 MB |
+| :ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py` (``vta_get_started.py``) | 00:00.371 | 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 91a3bbb083..dbbd1a9685 100644
--- a/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
+++ b/docs/_sources/tutorial/auto_scheduler_matmul_x86.rst.txt
@@ -318,7 +318,7 @@ We build the binary and check its correctness and performance.
.. code-block:: none
- Execution time of this operator: 92.750 ms
+ Execution time of this operator: 93.057 ms
@@ -434,7 +434,7 @@ operations.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 1 minutes 32.327 seconds)
+ **Total running time of the script:** ( 1 minutes 36.753 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 3c89854f59..d9b5fb3402 100644
--- a/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt
+++ b/docs/_sources/tutorial/autotvm_matmul_x86.rst.txt
@@ -454,16 +454,16 @@ reduce variance, we take 5 measurements and average them.
waiting for device...
device available
Get devices for measurement successfully!
- No: 1 GFLOPS: 12.02/12.02 result: MeasureResult(costs=(0.0223357424,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.6960492134094238, timestamp=1728576745.3502471) [('tile_y', [-1, 32]), ('tile_x', [-1, 32])],None,55
- No: 2 GFLOPS: 9.03/12.02 result: MeasureResult(costs=(0.0297150218,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7893438339233398, timestamp=1728576746.0951476) [('tile_y', [-1, 4]), ('tile_x', [-1, 32])],None,52
- No: 3 GFLOPS: 1.64/12.02 result: MeasureResult(costs=(0.1637243944,), error_no=MeasureErrorNo.NO_ERROR, all_cost=3.9087796211242676, timestamp=1728576748.9792075) [('tile_y', [-1, 16]), ('tile_x', [-1, 1])],None,4
- No: 4 GFLOPS: 7.44/12.02 result: MeasureResult(costs=(0.036093856,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.8525874614715576, timestamp=1728576749.8190608) [('tile_y', [-1, 512]), ('tile_x', [-1, 32])],None,59
- No: 5 GFLOPS: 12.64/12.64 result: MeasureResult(costs=(0.0212303126,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6840033531188965, timestamp=1728576750.6723309) [('tile_y', [-1, 128]), ('tile_x', [-1, 128])],None,77
- No: 6 GFLOPS: 0.52/12.64 result: MeasureResult(costs=(0.5172320256,), error_no=MeasureErrorNo.NO_ERROR, all_cost=8.597273349761963, timestamp=1728576759.2135737) [('tile_y', [-1, 64]), ('tile_x', [-1, 1])],None,6
- No: 7 GFLOPS: 11.95/12.64 result: MeasureResult(costs=(0.0224578566,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6677708625793457, timestamp=1728576759.8378847) [('tile_y', [-1, 256]), ('tile_x', [-1, 64])],None,68
- No: 8 GFLOPS: 13.01/13.01 result: MeasureResult(costs=(0.0206311688,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7293047904968262, timestamp=1728576760.4396224) [('tile_y', [-1, 64]), ('tile_x', [-1, 128])],None,76
- No: 9 GFLOPS: 11.36/13.01 result: MeasureResult(costs=(0.0236375894,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6414597034454346, timestamp=1728576761.1911576) [('tile_y', [-1, 64]), ('tile_x', [-1, 256])],None,86
- No: 10 GFLOPS: 10.19/13.01 result: MeasureResult(costs=(0.0263397078,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6562387943267822, timestamp=1728576761.880346) [('tile_y', [-1, 256]), ('tile_x', [-1, 512])],None,98
+ No: 1 GFLOPS: 8.35/8.35 result: MeasureResult(costs=(0.032134393,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.849947214126587, timestamp=1728713916.7934268) [('tile_y', [-1, 16]), ('tile_x', [-1, 8])],None,34
+ No: 2 GFLOPS: 9.70/9.70 result: MeasureResult(costs=(0.027669194399999996,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7409610748291016, timestamp=1728713917.5017016) [('tile_y', [-1, 1]), ('tile_x', [-1, 512])],None,90
+ No: 3 GFLOPS: 0.50/9.70 result: MeasureResult(costs=(0.5361368491999999,), error_no=MeasureErrorNo.NO_ERROR, all_cost=9.878888368606567, timestamp=1728713926.3575082) [('tile_y', [-1, 32]), ('tile_x', [-1, 1])],None,5
+ No: 4 GFLOPS: 11.22/11.22 result: MeasureResult(costs=(0.0239351308,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.7063767910003662, timestamp=1728713927.0081024) [('tile_y', [-1, 128]), ('tile_x', [-1, 256])],None,87
+ No: 5 GFLOPS: 9.21/11.22 result: MeasureResult(costs=(0.0291359294,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.853628396987915, timestamp=1728713927.9738863) [('tile_y', [-1, 8]), ('tile_x', [-1, 128])],None,73
+ No: 6 GFLOPS: 1.35/11.22 result: MeasureResult(costs=(0.19902965160000002,), error_no=MeasureErrorNo.NO_ERROR, all_cost=3.4446823596954346, timestamp=1728713931.414995) [('tile_y', [-1, 2]), ('tile_x', [-1, 1])],None,1
+ No: 7 GFLOPS: 3.56/11.22 result: MeasureResult(costs=(0.0754161916,), error_no=MeasureErrorNo.NO_ERROR, all_cost=1.4797511100769043, timestamp=1728713932.882341) [('tile_y', [-1, 2]), ('tile_x', [-1, 2])],None,11
+ No: 8 GFLOPS: 0.91/11.22 result: MeasureResult(costs=(0.2961666318,), error_no=MeasureErrorNo.NO_ERROR, all_cost=5.014210224151611, timestamp=1728713937.890712) [('tile_y', [-1, 512]), ('tile_x', [-1, 2])],None,19
+ No: 9 GFLOPS: 7.97/11.22 result: MeasureResult(costs=(0.0336803544,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.7924368381500244, timestamp=1728713938.8672962) [('tile_y', [-1, 8]), ('tile_x', [-1, 4])],None,23
+ No: 10 GFLOPS: 11.79/11.79 result: MeasureResult(costs=(0.0227658624,), error_no=MeasureErrorNo.NO_ERROR, all_cost=0.6999435424804688, timestamp=1728713939.5021892) [('tile_y', [-1, 256]), ('tile_x', [-1, 128])],None,78
diff --git a/docs/_sources/tutorial/autotvm_relay_x86.rst.txt b/docs/_sources/tutorial/autotvm_relay_x86.rst.txt
index 3d2b5e0116..dfed7f5049 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': 473.5697993499969, 'median': 473.23717759999795, 'std': 1.9998710848140546}
+ {'mean': 496.231617819999, 'median': 496.395077950001, 'std': 2.1409555621762983}
@@ -582,31 +582,30 @@ the tuning data to.
.. code-block:: none
- [Task 1/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 1/25] Current/Best: 5.89/ 23.64 GFLOPS | Progress: (4/20) | 9.30 s [Task 1/25] Current/Best: 21.34/ 23.64 GFLOPS | Progress: (8/20) | 11.53 s [Task 1/25] Current/Best: 14.21/ 23.64 GFLOPS | Progress: (12/20) | 16.15 s [Task 1/25] Current/Best: 14.92/ 23.64 GFLOPS | Progress: (16/20) | 19.81 s [Task 1/25] Current/Best: 9.96/ 23.64 GFLOPS | Progress: (20/20) | 22.42 s Done.
- [Task 2/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 2/25] Current/Best: 17.31/ 22.63 GFLOPS | Progress: (4/20) | 4.31 s [Task 2/25] Current/Best: 15.49/ 22.63 GFLOPS | Progress: (8/20) | 5.90 s [Task 2/25] Current/Best: 21.64/ 22.63 GFLOPS | Progress: (12/20) | 7.40 s [Task 2/25] Current/Best: 9.90/ 22.63 GFLOPS | Progress: (16/20) | 9.42 s [Task 2/25] Current/Best: 4.10/ 22.63 GFLOPS | Progress: (20/20) | 11.61 s Done.
- [Task 3/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 3/25] Current/Best: 17.81/ 21.57 GFLOPS | Progress: (4/20) | 5.06 s [Task 3/25] Current/Best: 15.62/ 21.57 GFLOPS | Progress: (8/20) | 7.54 s [Task 3/25] Current/Best: 7.27/ 21.57 GFLOPS | Progress: (12/20) | 9.77 s [Task 3/25] Current/Best: 20.25/ 24.65 GFLOPS | Progress: (16/20) | 12.06 s [Task 3/25] Current/Best: 23.74/ 24.65 GFLOPS | Progress: (20/20) | 14.03 s Done.
- [Task 4/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 4/25] Current/Best: 12.59/ 18.64 GFLOPS | Progress: (4/20) | 5.41 s [Task 4/25] Current/Best: 6.46/ 18.64 GFLOPS | Progress: (8/20) | 11.67 s [Task 4/25] Current/Best: 13.56/ 18.64 GFLOPS | Progress: (12/20) | 13.89 s [Task 4/25] Current/Best: 3.23/ 18.64 GFLOPS | Progress: (16/20) | 15.97 s [Task 4/25] Current/Best: 11.48/ 18.64 GFLOPS | Progress: (20/20) | 19.03 s Done.
- [Task 5/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 5/25] Current/Best: 8.58/ 20.60 GFLOPS | Progress: (4/20) | 4.48 s [Task 5/25] Current/Best: 12.85/ 20.60 GFLOPS | Progress: (8/20) | 6.62 s [Task 5/25] Current/Best: 21.29/ 21.29 GFLOPS | Progress: (12/20) | 8.74 s [Task 5/25] Current/Best: 15.07/ 21.31 GFLOPS | Progress: (16/20) | 11.16 s [Task 5/25] Current/Best: 14.47/ 21.31 GFLOPS | Progress: (20/20) | 13.37 s Done.
- [Task 6/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 6/25] Current/Best: 16.46/ 16.46 GFLOPS | Progress: (4/20) | 5.09 s [Task 6/25] Current/Best: 3.67/ 21.35 GFLOPS | Progress: (8/20) | 8.59 s [Task 6/25] Current/Best: 16.71/ 21.35 GFLOPS | Progress: (12/20) | 11.34 s [Task 6/25] Current/Best: 4.64/ 21.35 GFLOPS | Progress: (16/20) | 14.86 s [Task 6/25] Current/Best: 4.91/ 21.35 GFLOPS | Progress: (20/20) | 17.22 s Done.
- [Task 7/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 7/25] Current/Best: 6.68/ 18.07 GFLOPS | Progress: (4/20) | 5.19 s [Task 7/25] Current/Best: 11.46/ 18.07 GFLOPS | Progress: (8/20) | 7.81 s [Task 7/25] Current/Best: 18.63/ 20.02 GFLOPS | Progress: (12/20) | 9.81 s [Task 7/25] Current/Best: 9.23/ 20.74 GFLOPS | Progress: (16/20) | 12.75 s [Task 7/25] Current/Best: 15.45/ 21.32 GFLOPS | Progress: (20/20) | 14.78 s Done.
- [Task 8/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 8/25] Current/Best: 14.84/ 14.84 GFLOPS | Progress: (4/20) | 5.36 s [Task 8/25] Current/Best: 16.11/ 16.11 GFLOPS | Progress: (8/20) | 9.21 s [Task 8/25] Current/Best: 9.83/ 16.52 GFLOPS | Progress: (12/20) | 15.76 s [Task 8/25] Current/Best: 9.55/ 16.52 GFLOPS | Progress: (16/20) | 20.40 s [Task 8/25] Current/Best: 10.96/ 16.52 GFLOPS | Progress: (20/20) | 22.76 s Done.
- [Task 9/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 9/25] Current/Best: 12.03/ 16.45 GFLOPS | Progress: (4/20) | 5.64 s [Task 9/25] Current/Best: 19.98/ 19.98 GFLOPS | Progress: (8/20) | 11.25 s [Task 9/25] Current/Best: 5.11/ 19.98 GFLOPS | Progress: (12/20) | 15.13 s [Task 9/25] Current/Best: 14.19/ 21.51 GFLOPS | Progress: (16/20) | 17.19 s [Task 9/25] Current/Best: 17.61/ 21.51 GFLOPS | Progress: (20/20) | 20.22 s Done.
- [Task 10/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 10/25] Current/Best: 7.74/ 12.01 GFLOPS | Progress: (4/20) | 4.90 s [Task 10/25] Current/Best: 11.55/ 21.56 GFLOPS | Progress: (8/20) | 7.86 s [Task 10/25] Current/Best: 8.74/ 21.56 GFLOPS | Progress: (12/20) | 9.87 s [Task 10/25] Current/Best: 19.14/ 21.56 GFLOPS | Progress: (16/20) | 13.40 s [Task 10/25] Current/Best: 18.58/ 21.56 GFLOPS | Progress: (20/20) | 15.32 s Done.
- [Task 11/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 11/25] Current/Best: 12.75/ 23.55 GFLOPS | Progress: (4/20) | 4.65 s [Task 11/25] Current/Best: 17.85/ 24.43 GFLOPS | Progress: (8/20) | 6.53 s [Task 11/25] Current/Best: 13.71/ 24.43 GFLOPS | Progress: (12/20) | 9.64 s [Task 11/25] Current/Best: 14.63/ 24.43 GFLOPS | Progress: (16/20) | 12.26 s [Task 11/25] Current/Best: 12.63/ 24.43 GFLOPS | Progress: (20/20) | 15.19 s Done.
- [Task 12/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 12/25] Current/Best: 16.96/ 18.62 GFLOPS | Progress: (4/20) | 5.01 s [Task 12/25] Current/Best: 8.97/ 18.62 GFLOPS | Progress: (8/20) | 13.39 s [Task 12/25] Current/Best: 3.13/ 18.62 GFLOPS | Progress: (12/20) | 16.34 s [Task 12/25] Current/Best: 15.13/ 18.62 GFLOPS | Progress: (16/20) | 19.44 s [Task 12/25] Current/Best: 22.59/ 22.59 GFLOPS | Progress: (20/20) | 22.17 s Done.
- [Task 13/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 13/25] Current/Best: 19.48/ 21.79 GFLOPS | Progress: (4/20) | 4.75 s [Task 13/25] Current/Best: 6.63/ 21.79 GFLOPS | Progress: (8/20) | 7.98 s [Task 13/25] Current/Best: 16.98/ 21.79 GFLOPS | Progress: (12/20) | 11.46 s [Task 13/25] Current/Best: 11.36/ 21.79 GFLOPS | Progress: (16/20) | 15.20 s [Task 13/25] Current/Best: 8.61/ 21.79 GFLOPS | Progress: (20/20) | 18.01 s Done.
- [Task 14/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 14/25] Current/Best: 15.06/ 15.06 GFLOPS | Progress: (4/20) | 4.84 s [Task 14/25] Current/Best: 19.24/ 19.24 GFLOPS | Progress: (8/20) | 13.85 s [Task 14/25] Current/Best: 14.16/ 19.24 GFLOPS | Progress: (12/20) | 15.97 s [Task 14/25] Current/Best: 11.71/ 19.24 GFLOPS | Progress: (16/20) | 25.09 s [Task 14/25] Current/Best: 7.13/ 22.65 GFLOPS | Progress: (20/20) | 34.61 s Done.
- [Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 15/25] Current/Best: 10.59/ 19.15 GFLOPS | Progress: (4/20) | 8.79 s [Task 15/25] Current/Best: 9.74/ 19.15 GFLOPS | Progress: (8/20) | 16.88 s [Task 15/25] Current/Best: 16.60/ 22.89 GFLOPS | Progress: (12/20) | 18.96 s [Task 15/25] Current/Best: 7.94/ 22.89 GFLOPS | Progress: (16/20) | 27.08 s [Task 15/25] Current/Best: 22.61/ 22.89 GFLOPS | Progress: (20/20) | 28.70 s Done.
- [Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 16/25] Current/Best: 4.38/ 18.47 GFLOPS | Progress: (4/20) | 4.80 s [Task 16/25] Current/Best: 17.90/ 18.47 GFLOPS | Progress: (8/20) | 7.82 s [Task 16/25] Current/Best: 10.00/ 18.47 GFLOPS | Progress: (12/20) | 11.77 s [Task 16/25] Current/Best: 9.80/ 18.47 GFLOPS | Progress: (16/20) | 15.02 s [Task 16/25] Current/Best: 14.05/ 21.29 GFLOPS | Progress: (20/20) | 16.67 s Done.
- [Task 17/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 17/25] Current/Best: 21.73/ 21.73 GFLOPS | Progress: (4/20) | 5.50 s [Task 17/25] Current/Best: 14.80/ 23.29 GFLOPS | Progress: (8/20) | 9.69 s [Task 17/25] Current/Best: 9.88/ 23.29 GFLOPS | Progress: (12/20) | 13.47 s [Task 17/25] Current/Best: 23.33/ 23.33 GFLOPS | Progress: (16/20) | 15.51 s [Task 17/25] Current/Best: 11.93/ 23.33 GFLOPS | Progress: (20/20) | 19.85 s Done.
- [Task 18/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 18/25] Current/Best: 14.43/ 20.74 GFLOPS | Progress: (4/20) | 4.78 s [Task 18/25] Current/Best: 3.13/ 20.74 GFLOPS | Progress: (8/20) | 9.83 s [Task 18/25] Current/Best: 15.51/ 20.74 GFLOPS | Progress: (12/20) | 16.25 s [Task 18/25] Current/Best: 16.46/ 20.74 GFLOPS | Progress: (16/20) | 18.70 s [Task 18/25] Current/Best: 9.59/ 20.74 GFLOPS | Progress: (20/20) | 22.00 s Done.
- [Task 19/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 19/25] Current/Best: 17.09/ 17.09 GFLOPS | Progress: (4/20) | 7.37 s [Task 19/25] Current/Best: 12.33/ 17.95 GFLOPS | Progress: (8/20) | 11.15 s [Task 19/25] Current/Best: 21.35/ 21.35 GFLOPS | Progress: (12/20) | 14.95 s [Task 19/25] Current/Best: 18.27/ 21.35 GFLOPS | Progress: (16/20) | 18.15 s [Task 19/25] Current/Best: 14.79/ 21.35 GFLOPS | Progress: (20/20) | 20.40 s Done.
- [Task 20/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 20/25] Current/Best: 11.23/ 18.23 GFLOPS | Progress: (4/20) | 7.70 s [Task 20/25] Current/Best: 15.60/ 18.23 GFLOPS | Progress: (8/20) | 12.09 s [Task 20/25] Current/Best: 20.44/ 20.44 GFLOPS | Progress: (12/20) | 20.51 s [Task 20/25] Current/Best: 8.05/ 20.44 GFLOPS | Progress: (16/20) | 29.01 s [Task 20/25] Current/Best: 3.19/ 20.44 GFLOPS | Progress: (20/20) | 36.11 s Done.
- [Task 21/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 21/25] Current/Best: 6.83/ 19.40 GFLOPS | Progress: (4/20) | 10.81 s [Task 21/25] Current/Best: 16.00/ 19.40 GFLOPS | Progress: (8/20) | 14.05 s [Task 21/25] Current/Best: 10.46/ 19.91 GFLOPS | Progress: (12/20) | 15.74 s [Task 21/25] Current/Best: 8.79/ 22.44 GFLOPS | Progress: (16/20) | 18.23 s [Task 21/25] Current/Best: 23.41/ 23.41 GFLOPS | Progress: (20/20) | 20.52 s Done.
- [Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 22/25] Current/Best: 20.45/ 20.45 GFLOPS | Progress: (4/20) | 4.24 s [Task 22/25] Current/Best: 6.34/ 20.45 GFLOPS | Progress: (8/20) | 6.72 s [Task 22/25] Current/Best: 12.31/ 20.45 GFLOPS | Progress: (12/20) | 9.07 s [Task 22/25] Current/Best: 10.32/ 21.47 GFLOPS | Progress: (16/20) | 11.06 s [Task 22/25] Current/Best: 5.48/ 21.47 GFLOPS | Progress: (20/20) | 13.59 s Done.
- [Task 23/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 23/25] Current/Best: 5.52/ 19.98 GFLOPS | Progress: (4/20) | 5.78 s [Task 23/25] Current/Best: 20.84/ 23.94 GFLOPS | Progress: (8/20) | 8.16 s [Task 23/25] Current/Best: 9.36/ 23.94 GFLOPS | Progress: (12/20) | 12.96 s [Task 23/25] Current/Best: 12.18/ 23.94 GFLOPS | Progress: (16/20) | 15.62 s [Task 23/25] Current/Best: 19.42/ 23.94 GFLOPS | Progress: (20/20) | 17.97 s Done.
- [Task 24/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 24/25] Current/Best: 6.59/ 6.59 GFLOPS | Progress: (4/20) | 8.15 s [Task 24/25] Current/Best: 7.75/ 7.75 GFLOPS | Progress: (8/20) | 15.36 s [Task 24/25] Current/Best: 3.32/ 9.80 GFLOPS | Progress: (12/20) | 22.08 s [Task 24/25] Current/Best: 3.07/ 9.80 GFLOPS | Progress: (16/20) | 29.67 s [Task 24/25] Current/Best: 7.23/ 9.80 GFLOPS | Progress: (20/20) | 33.05 s Done.
- [Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 25/25] Current/Best: 8.52/ 8.52 GFLOPS | Progress: (4/20) | 13.56 s [Task 25/25] Current/Best: 8.39/ 8.90 GFLOPS | Progress: (8/20) | 18.20 s [Task 25/25] Current/Best: 5.76/ 8.90 GFLOPS | Progress: (12/20) | 19.65 s [Task 25/25] Current/Best: 7.98/ 8.90 GFLOPS | Progress: (16/20) | 24.70 s [Task 25/25] Current/Best: 7.34/ 8.90 GFLOPS | Progress: (20/20) | 35.68 s
+ [Task 1/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 1/25] Current/Best: 10.88/ 19.59 GFLOPS | Progress: (4/20) | 13.12 s [Task 1/25] Current/Best: 23.58/ 23.58 GFLOPS | Progress: (8/20) | 17.02 s [Task 1/25] Current/Best: 12.81/ 23.58 GFLOPS | Progress: (12/20) | 20.44 s [Task 1/25] Current/Best: 15.29/ 23.58 GFLOPS | Progress: (16/20) | 24.67 s [Task 1/25] Current/Best: 11.36/ 23.58 GFLOPS | Progress: (20/20) | 28.14 s Done.
+ [Task 2/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 2/25] Current/Best: 15.49/ 15.49 GFLOPS | Progress: (4/20) | 5.19 s [Task 2/25] Current/Best: 14.22/ 18.70 GFLOPS | Progress: (8/20) | 6.89 s [Task 2/25] Current/Best: 11.55/ 18.70 GFLOPS | Progress: (12/20) | 8.46 s [Task 2/25] Current/Best: 15.42/ 21.36 GFLOPS | Progress: (16/20) | 10.13 s [Task 2/25] Current/Best: 20.28/ 21.36 GFLOPS | Progress: (20/20) | 11.66 s Done.
+ [Task 3/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 3/25] Current/Best: 12.28/ 19.05 GFLOPS | Progress: (4/20) | 5.04 s [Task 3/25] Current/Best: 12.38/ 19.05 GFLOPS | Progress: (8/20) | 8.68 s [Task 3/25] Current/Best: 20.37/ 20.37 GFLOPS | Progress: (12/20) | 11.42 s [Task 3/25] Current/Best: 18.41/ 20.37 GFLOPS | Progress: (16/20) | 13.65 s [Task 3/25] Current/Best: 11.93/ 20.37 GFLOPS | Progress: (20/20) | 17.64 s Done.
+ [Task 4/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 4/25] Current/Best: 12.95/ 16.63 GFLOPS | Progress: (4/20) | 4.53 s [Task 4/25] Current/Best: 20.52/ 20.52 GFLOPS | Progress: (8/20) | 6.35 s [Task 4/25] Current/Best: 11.67/ 20.52 GFLOPS | Progress: (12/20) | 11.22 s [Task 4/25] Current/Best: 21.32/ 21.32 GFLOPS | Progress: (16/20) | 13.40 s [Task 4/25] Current/Best: 14.77/ 21.32 GFLOPS | Progress: (20/20) | 15.41 s Done.
+ [Task 5/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 5/25] Current/Best: 5.57/ 15.94 GFLOPS | Progress: (4/20) | 4.41 s [Task 5/25] Current/Best: 3.21/ 17.64 GFLOPS | Progress: (8/20) | 7.47 s [Task 5/25] Current/Best: 12.70/ 17.64 GFLOPS | Progress: (12/20) | 9.44 s [Task 5/25] Current/Best: 19.78/ 19.78 GFLOPS | Progress: (16/20) | 11.63 s [Task 5/25] Current/Best: 15.59/ 21.09 GFLOPS | Progress: (20/20) | 13.72 s Done.
+ [Task 6/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 6/25] Current/Best: 19.78/ 19.78 GFLOPS | Progress: (4/20) | 5.06 s [Task 6/25] Current/Best: 12.22/ 19.78 GFLOPS | Progress: (8/20) | 8.89 s [Task 6/25] Current/Best: 10.21/ 21.77 GFLOPS | Progress: (12/20) | 11.36 s [Task 6/25] Current/Best: 4.42/ 21.77 GFLOPS | Progress: (16/20) | 14.74 s [Task 6/25] Current/Best: 11.72/ 21.77 GFLOPS | Progress: (20/20) | 17.83 s Done.
+ [Task 7/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 7/25] Current/Best: 15.74/ 18.56 GFLOPS | Progress: (4/20) | 4.86 s [Task 7/25] Current/Best: 11.27/ 19.62 GFLOPS | Progress: (8/20) | 7.86 s [Task 7/25] Current/Best: 18.81/ 19.62 GFLOPS | Progress: (12/20) | 10.79 s [Task 7/25] Current/Best: 20.02/ 21.57 GFLOPS | Progress: (16/20) | 13.75 s [Task 7/25] Current/Best: 3.14/ 21.57 GFLOPS | Progress: (20/20) | 17.16 s Done.
+ [Task 8/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 8/25] Current/Best: 11.78/ 13.51 GFLOPS | Progress: (4/20) | 9.86 s [Task 8/25] Current/Best: 12.01/ 13.51 GFLOPS | Progress: (8/20) | 14.49 s [Task 8/25] Current/Best: 12.13/ 13.51 GFLOPS | Progress: (12/20) | 22.76 s [Task 8/25] Current/Best: 8.52/ 13.51 GFLOPS | Progress: (16/20) | 29.51 s [Task 8/25] Current/Best: 4.15/ 13.51 GFLOPS | Progress: (20/20) | 35.97 s Done.
+ [Task 9/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 9/25] Current/Best: 11.12/ 15.41 GFLOPS | Progress: (4/20) | 4.57 s [Task 9/25] Current/Best: 9.52/ 15.41 GFLOPS | Progress: (8/20) | 9.01 s [Task 9/25] Current/Best: 18.27/ 18.27 GFLOPS | Progress: (12/20) | 16.25 s [Task 9/25] Current/Best: 10.06/ 18.27 GFLOPS | Progress: (16/20) | 19.81 s [Task 9/25] Current/Best: 14.72/ 19.47 GFLOPS | Progress: (20/20) | 21.44 s Done.
+ [Task 10/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 10/25] Current/Best: 6.09/ 13.95 GFLOPS | Progress: (4/20) | 4.85 s [Task 10/25] Current/Best: 7.91/ 17.37 GFLOPS | Progress: (8/20) | 6.85 s [Task 10/25] Current/Best: 19.33/ 19.33 GFLOPS | Progress: (12/20) | 10.16 s [Task 10/25] Current/Best: 2.82/ 19.33 GFLOPS | Progress: (16/20) | 12.15 s [Task 10/25] Current/Best: 12.76/ 19.33 GFLOPS | Progress: (20/20) | 14.23 s Done.
+ [Task 11/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 11/25] Current/Best: 1.58/ 16.19 GFLOPS | Progress: (4/20) | 6.21 s [Task 11/25] Current/Best: 11.66/ 16.19 GFLOPS | Progress: (8/20) | 8.57 s [Task 11/25] Current/Best: 16.87/ 16.87 GFLOPS | Progress: (12/20) | 11.47 s [Task 11/25] Current/Best: 22.49/ 22.49 GFLOPS | Progress: (16/20) | 13.61 s [Task 11/25] Current/Best: 12.93/ 22.49 GFLOPS | Progress: (20/20) | 16.63 s Done.
+ [Task 12/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 12/25] Current/Best: 16.64/ 20.51 GFLOPS | Progress: (4/20) | 4.61 s [Task 12/25] Current/Best: 11.14/ 20.51 GFLOPS | Progress: (8/20) | 8.26 s [Task 12/25] Current/Best: 13.32/ 20.51 GFLOPS | Progress: (12/20) | 12.01 s [Task 12/25] Current/Best: 12.07/ 20.51 GFLOPS | Progress: (16/20) | 14.32 s [Task 12/25] Current/Best: 14.71/ 20.51 GFLOPS | Progress: (20/20) | 17.09 s Done.
+ [Task 13/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 13/25] Current/Best: 21.31/ 21.31 GFLOPS | Progress: (4/20) | 4.89 s [Task 13/25] Current/Best: 3.05/ 21.31 GFLOPS | Progress: (8/20) | 9.55 s [Task 13/25] Current/Best: 12.63/ 21.31 GFLOPS | Progress: (12/20) | 13.38 s [Task 13/25] Current/Best: 3.11/ 21.31 GFLOPS | Progress: (16/20) | 16.26 s [Task 13/25] Current/Best: 22.90/ 22.90 GFLOPS | Progress: (20/20) | 19.74 s Done.
+ [Task 14/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 14/25] Current/Best: 18.62/ 18.62 GFLOPS | Progress: (4/20) | 4.82 s [Task 14/25] Current/Best: 6.93/ 18.62 GFLOPS | Progress: (8/20) | 10.69 s [Task 14/25] Current/Best: 9.32/ 19.27 GFLOPS | Progress: (12/20) | 12.90 s [Task 14/25] Current/Best: 20.63/ 20.63 GFLOPS | Progress: (16/20) | 15.99 s [Task 14/25] Current/Best: 6.52/ 20.63 GFLOPS | Progress: (20/20) | 21.03 s Done.
+ [Task 15/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 15/25] Current/Best: 11.62/ 14.65 GFLOPS | Progress: (4/20) | 4.50 s [Task 15/25] Current/Best: 6.88/ 17.24 GFLOPS | Progress: (8/20) | 13.16 s [Task 15/25] Current/Best: 7.87/ 18.63 GFLOPS | Progress: (12/20) | 17.32 s [Task 15/25] Current/Best: 14.98/ 18.63 GFLOPS | Progress: (16/20) | 19.37 s [Task 15/25] Current/Best: 13.82/ 18.63 GFLOPS | Progress: (20/20) | 30.44 s [Task 16/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 16/25] Current/Best: 14.10/ 16.18 GFLOPS | Progress: (4/20) | 6.30 s [Task 16/25] Current/Best: 11.02/ 21.29 GFLOPS | Progress: (8/20) | 7.94 s [Task 16/25] Current/Best: 17.67/ 21.29 GFLOPS | Progress: (12/20) | 9.57 s [Task 16/25] Current/Best: 4.36/ 21.29 GFLOPS | Progress: (16/20) | 11.56 s [Task 16/25] Current/Best: 12.59/ 21.29 GFLOPS | Progress: (20/20
) | 13.25 s Done.
+ [Task 17/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 17/25] Current/Best: 12.78/ 16.66 GFLOPS | Progress: (4/20) | 5.50 s [Task 17/25] Current/Best: 20.08/ 20.08 GFLOPS | Progress: (8/20) | 10.42 s [Task 17/25] Current/Best: 19.09/ 20.08 GFLOPS | Progress: (12/20) | 13.28 s [Task 17/25] Current/Best: 20.28/ 22.46 GFLOPS | Progress: (16/20) | 15.15 s [Task 17/25] Current/Best: 14.17/ 22.46 GFLOPS | Progress: (20/20) | 17.83 s Done.
+ [Task 18/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 18/25] Current/Best: 9.47/ 17.72 GFLOPS | Progress: (4/20) | 5.98 s [Task 18/25] Current/Best: 3.05/ 17.72 GFLOPS | Progress: (8/20) | 8.79 s [Task 18/25] Current/Best: 5.31/ 17.72 GFLOPS | Progress: (12/20) | 11.13 s [Task 18/25] Current/Best: 13.85/ 17.75 GFLOPS | Progress: (16/20) | 14.19 s [Task 18/25] Current/Best: 17.51/ 17.75 GFLOPS | Progress: (20/20) | 16.27 s Done.
+ [Task 19/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 19/25] Current/Best: 8.98/ 14.52 GFLOPS | Progress: (4/20) | 8.46 s [Task 19/25] Current/Best: 9.60/ 18.37 GFLOPS | Progress: (8/20) | 10.91 s [Task 19/25] Current/Best: 11.08/ 19.83 GFLOPS | Progress: (12/20) | 14.15 s [Task 19/25] Current/Best: 18.54/ 19.83 GFLOPS | Progress: (16/20) | 19.44 s [Task 19/25] Current/Best: 6.74/ 19.83 GFLOPS | Progress: (20/20) | 25.49 s Done.
+ [Task 20/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 20/25] Current/Best: 13.53/ 13.53 GFLOPS | Progress: (4/20) | 14.93 s [Task 20/25] Current/Best: 10.24/ 17.66 GFLOPS | Progress: (8/20) | 17.12 s [Task 20/25] Current/Best: 9.46/ 18.22 GFLOPS | Progress: (12/20) | 21.72 s [Task 20/25] Current/Best: 17.71/ 18.22 GFLOPS | Progress: (16/20) | 26.36 s [Task 20/25] Current/Best: 6.42/ 18.22 GFLOPS | Progress: (20/20) | 29.79 s Done.
+ [Task 21/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 21/25] Current/Best: 10.06/ 17.35 GFLOPS | Progress: (4/20) | 6.42 s [Task 21/25] Current/Best: 8.84/ 17.35 GFLOPS | Progress: (8/20) | 10.96 s [Task 21/25] Current/Best: 6.48/ 20.83 GFLOPS | Progress: (12/20) | 17.55 s [Task 21/25] Current/Best: 14.04/ 20.83 GFLOPS | Progress: (16/20) | 20.47 s [Task 21/25] Current/Best: 19.74/ 20.83 GFLOPS | Progress: (20/20) | 26.02 s Done.
+ [Task 22/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 22/25] Current/Best: 11.65/ 18.00 GFLOPS | Progress: (4/20) | 4.44 s [Task 22/25] Current/Best: 12.52/ 18.00 GFLOPS | Progress: (8/20) | 7.53 s [Task 22/25] Current/Best: 1.56/ 18.00 GFLOPS | Progress: (12/20) | 10.15 s [Task 22/25] Current/Best: 20.70/ 20.70 GFLOPS | Progress: (16/20) | 12.07 s [Task 22/25] Current/Best: 18.57/ 20.70 GFLOPS | Progress: (20/20) | 15.52 s Done.
+ [Task 23/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 23/25] Current/Best: 18.36/ 18.64 GFLOPS | Progress: (4/20) | 7.27 s [Task 23/25] Current/Best: 13.94/ 18.64 GFLOPS | Progress: (8/20) | 11.14 s [Task 23/25] Current/Best: 5.35/ 22.54 GFLOPS | Progress: (12/20) | 13.65 s [Task 23/25] Current/Best: 12.85/ 22.54 GFLOPS | Progress: (16/20) | 16.80 s [Task 23/25] Current/Best: 2.69/ 22.54 GFLOPS | Progress: (20/20) | 22.40 s Done.
+ [Task 24/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 24/25] Current/Best: 1.62/ 3.60 GFLOPS | Progress: (4/20) | 10.65 s [Task 24/25] Current/Best: 10.15/ 10.19 GFLOPS | Progress: (8/20) | 13.30 s [Task 24/25] Current/Best: 3.18/ 10.19 GFLOPS | Progress: (12/20) | 24.06 s [Task 24/25] Current/Best: 5.50/ 10.19 GFLOPS | Progress: (16/20) | 28.16 s Done.
+ [Task 24/25] Current/Best: 3.08/ 10.19 GFLOPS | Progress: (20/20) | 38.66 s [Task 25/25] Current/Best: 0.00/ 0.00 GFLOPS | Progress: (0/20) | 0.00 s [Task 25/25] Current/Best: 4.32/ 7.77 GFLOPS | Progress: (4/20) | 6.58 s [Task 25/25] Current/Best: 7.87/ 8.33 GFLOPS | Progress: (8/20) | 8.18 s [Task 25/25] Current/Best: 5.65/ 8.33 GFLOPS | Progress: (12/20) | 10.97 s [Task 25/25] Current/Best: 8.29/ 8.33 GFLOPS | Progress: (16/20) | 13.42 s [Task 25/25] Current/Best: 9.17/ 9.17 GFLOPS | Progress: (20/20) | 24.48 s
@@ -675,6 +674,7 @@ model using optimized operators to speed up our computations.
.. code-block:: none
Done.
+ Done.
@@ -708,8 +708,8 @@ Verify that the optimized model runs and produces the same results:
.. code-block:: none
- class='n02123045 tabby, tabby cat' with probability=0.621103
- class='n02123159 tiger cat' with probability=0.356379
+ class='n02123045 tabby, tabby cat' with probability=0.621104
+ class='n02123159 tiger cat' with probability=0.356378
class='n02124075 Egyptian cat' with probability=0.019712
class='n02129604 tiger, Panthera tigris' with probability=0.001215
class='n04040759 radiator' with probability=0.000262
@@ -766,8 +766,8 @@ improvement in comparing the optimized model to the unoptimized model.
.. code-block:: none
- optimized: {'mean': 399.76220353999906, 'median': 400.4603246500096, 'std': 3.9940800156122074}
- unoptimized: {'mean': 473.5697993499969, 'median': 473.23717759999795, 'std': 1.9998710848140546}
+ optimized: {'mean': 432.99747482000384, 'median': 435.042523300001, 'std': 3.869238976926193}
+ unoptimized: {'mean': 496.231617819999, 'median': 496.395077950001, 'std': 2.1409555621762983}
@@ -790,7 +790,7 @@ profiling/benchmarking.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 13 minutes 8.370 seconds)
+ **Total running time of the script:** ( 13 minutes 14.527 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 d675ea7a01..48f5d27be7 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, 0xee3b570)), stage(b, placeholder(b, 0x13cf9340)), 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, 0x2e87bb60)), stage(b, placeholder(b, 0x106e1640)), 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 d7b7d8fbda..7b771cc071 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
=================
-**16:53.875** total execution time for **tutorial** files:
+**17:08.480** total execution time for **tutorial** files:
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``) | 13:08.370 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_autotvm_relay_x86.py` (``autotvm_relay_x86.py``) | 13:14.527 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``) | 01:32.327 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_auto_scheduler_matmul_x86.py` (``auto_scheduler_matmul_x86.py``) | 01:36.753 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``) | 01:01.640 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_tensor_expr_get_started.py` (``tensor_expr_get_started.py``) | 00:59.182 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``) | 00:44.809 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_relay_quick_start.py` (``relay_quick_start.py``) | 00:45.160 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``) | 00:24.483 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_autotvm_matmul_x86.py` (``autotvm_matmul_x86.py``) | 00:30.698 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``) | 00:01.356 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_tensor_ir_blitz_course.py` (``tensor_ir_blitz_course.py``) | 00:01.261 | 0.0 MB |
+------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``) | 00:00.890 | 0.0 MB |
+| :ref:`sphx_glr_tutorial_intro_topi.py` (``intro_topi.py``) | 00:00.898 | 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 335bd61e7b..1965c0c610 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: 0.000008
- naive: 0.000008
+ Numpy running time: 0.000010
+ naive: 0.000012
@@ -389,7 +389,7 @@ compile and run this new schedule with the parallel operation applied:
.. code-block:: none
- parallel: 0.000009
+ parallel: 0.000008
@@ -444,7 +444,7 @@ factor to be the number of threads on your CPU.
.. code-block:: none
- vector: 0.000038
+ vector: 0.000040
# 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 8.240739998655044e-06 1.0
- naive 7.525e-06 0.913146149645316
- parallel 8.6114e-06 1.0449789705057375
- vector 3.84425e-05 4.664933004350839
+ numpy 1.0078889999931562e-05 1.0
+ naive 1.1797900000000001e-05 1.1705554877650328
+ parallel 8.4025e-06 0.8336731525055889
+ vector 4.0033099999999995e-05 3.9719750885535836
@@ -922,7 +922,7 @@ matrix multiplication.
.. code-block:: none
- Numpy running time: 0.018862
+ Numpy running time: 0.019288
@@ -980,7 +980,7 @@ optimizations.
.. code-block:: none
- none: 3.479585
+ none: 3.307364
@@ -1080,7 +1080,7 @@ schedule.
.. code-block:: none
- blocking: 0.312699
+ blocking: 0.300627
@@ -1164,7 +1164,7 @@ already cache friendly from our previous optimizations.
.. code-block:: none
- vectorization: 0.296677
+ vectorization: 0.290643
# 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: 0.118645
+ loop permutation: 0.116480
# 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: 0.103649
+ array packing: 0.104633
# 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: 0.108868
+ block caching: 0.110872
# 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: 0.130034
+ parallelization: 0.133034
# 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 3.4795851732000003 1.0
- blocking 0.312698567 0.08986662243776225
- vectorization 0.29667667740000003 0.08526208229791983
- loop permutation 0.1186450805 0.034097478462034043
- array packing 0.1036487227 0.029787666500682167
- block caching 0.10886844970000001 0.03128776686902569
- parallelization 0.13003357100000001 0.03737042334860125
+ none 3.3073636537 1.0
+ blocking 0.3006265053 0.09089611448190295
+ vectorization 0.2906434649 0.08787768607629601
+ loop permutation 0.1164801974 0.035218442722405735
+ array packing 0.1046330937 0.031636404295289786
+ block caching 0.1108723116 0.03352286691424615
+ parallelization 0.13303395169999999 0.04022356342677129
@@ -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 1.640 seconds)
-
-
.. _sphx_glr_download_tutorial_tensor_expr_get_started.py:
.. only:: html
diff --git a/docs/_static/documentation_options.js b/docs/_static/documentation_options.js
index d8a12e9315..46f4875b0d 100644
--- a/docs/_static/documentation_options.js
+++ b/docs/_static/documentation_options.js
@@ -1,6 +1,6 @@
var DOCUMENTATION_OPTIONS = {
URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
- VERSION: '0.18.dev0',
+ VERSION: '0.19.dev0',
LANGUAGE: 'None',
COLLAPSE_INDEX: false,
BUILDER: 'html',
diff --git a/docs/arch/debugger.html b/docs/arch/debugger.html
index 8c5f093a23..60776e8662 100644
--- a/docs/arch/debugger.html
+++ b/docs/arch/debugger.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Debugger — tvm 0.18.dev0 documentation</title>
+ <title>Debugger — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/arch/device_target_interactions.html b/docs/arch/device_target_interactions.html
index 57de8443ce..16454bafb7 100644
--- a/docs/arch/device_target_interactions.html
+++ b/docs/arch/device_target_interactions.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Device/Target Interactions — tvm 0.18.dev0 documentation</title>
+ <title>Device/Target Interactions — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/arch/index.html b/docs/arch/index.html
index fdcdc02a37..1e3353bc16 100644
--- a/docs/arch/index.html
+++ b/docs/arch/index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Design and Architecture — tvm 0.18.dev0 documentation</title>
+ <title>Design and Architecture — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/arch/introduction_to_module_serialization.html b/docs/arch/introduction_to_module_serialization.html
index efbe5585a3..551588bf65 100644
--- a/docs/arch/introduction_to_module_serialization.html
+++ b/docs/arch/introduction_to_module_serialization.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Introduction to Module Serialization — tvm 0.18.dev0 documentation</title>
+ <title>Introduction to Module Serialization — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/arch/pass_infra.html b/docs/arch/pass_infra.html
index 866e6e38af..457085f468 100644
--- a/docs/arch/pass_infra.html
+++ b/docs/arch/pass_infra.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Pass Infrastructure — tvm 0.18.dev0 documentation</title>
+ <title>Pass Infrastructure — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/arch/runtime.html b/docs/arch/runtime.html
index 5bb4ee941e..e1aa72eacc 100644
--- a/docs/arch/runtime.html
+++ b/docs/arch/runtime.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>TVM Runtime System — tvm 0.18.dev0 documentation</title>
+ <title>TVM Runtime System — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/arch/runtimes/vulkan.html b/docs/arch/runtimes/vulkan.html
index 46721f6c96..3e28d5f51e 100644
--- a/docs/arch/runtimes/vulkan.html
+++ b/docs/arch/runtimes/vulkan.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Vulkan Runtime — tvm 0.18.dev0 documentation</title>
+ <title>Vulkan Runtime — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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<label for="version-toggle" class="version-toggle-label">
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index 75533e7263..9a92a66c3c 100644
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index 25b88dacfa..2b5d6b8d2f 100644
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
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index cf90dd4501..969902fe8b 100644
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index f74c6673d3..032d041ecb 100644
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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index 81a3b03c1b..8b79c79759 100644
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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index 509acf720d..750e9b2fe7 100644
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@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -179,7 +179,7 @@
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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 0f017e4b9f..f3ce278de6 100644
--- a/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Computation times — tvm 0.18.dev0 documentation</title>
+ <title>Computation times — tvm 0.19.dev0 documentation</title>
@@ -169,7 +169,7 @@
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@@ -179,7 +179,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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<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>00:00.550</strong> total execution time for <strong>deep_dive_tensor_ir_tutorials</strong> files:</p>
+<p><strong>00:00.545</strong> total execution time for <strong>deep_dive_tensor_ir_tutorials</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
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<tr class="row-odd"><td><p><a class="reference internal" href="tir_transformation.html#sphx-glr-deep-dive-tensor-ir-tutorials-tir-transformation-py"><span class="std std-ref">Transformation</span></a> (<code class="docutils literal notranslate"><span class="pre">tir_transformation.py</span></code>)</p></td>
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+<td><p>00:00.328</p></td>
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<tr class="row-even"><td><p><a class="reference internal" href="tir_creation.html#sphx-glr-deep-dive-tensor-ir-tutorials-tir-creation-py"><span class="std std-ref">TensorIR Creation</span></a> (<code class="docutils literal notranslate"><span class="pre">tir_creation.py</span></code>)</p></td>
-<td><p>00:00.228</p></td>
+<td><p>00:00.217</p></td>
<td><p>0.0 MB</p></td>
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</tbody>
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index 1eaaf4c814..af7dfc82d1 100644
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@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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@@ -182,7 +182,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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<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">
+<ul>
<li class="toctree-l1"><a class="reference internal" href="../../../arch/index.html">Design and Architecture</a></li>
-<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>
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-</li>
-</ul>
-</li>
-<li class="toctree-l2"><a class="reference internal" href="tir_transformation.html">Transformation</a></li>
-</ul>
-</li>
+<li class="toctree-l1"><a class="reference internal" href="../index.html">TensorIR</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../relax/index.html">Relax</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">API Reference</span></p>
diff --git a/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html b/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
index ca88bb4821..d312373ee0 100644
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+++ b/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <title>Transformation — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -269,22 +269,9 @@
<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">
+<ul>
<li class="toctree-l1"><a class="reference internal" href="../../../arch/index.html">Design and Architecture</a></li>
-<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="tir_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>
+<li class="toctree-l1"><a class="reference internal" href="../index.html">TensorIR</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../relax/index.html">Relax</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">API Reference</span></p>
@@ -470,7 +457,7 @@ 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)
- 2.2423 2.2423 2.2423 2.2423 0.0000
+ 2.3247 2.3247 2.3247 2.3247 0.0000
</pre></div>
</div>
<div class="section" id="initialization-schedule">
@@ -566,7 +553,7 @@ class Module:
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.9023 0.9023 0.9023 0.9023 0.0000
+ 0.9902 0.9902 0.9902 0.9902 0.0000
</pre></div>
</div>
</div>
@@ -660,7 +647,7 @@ class Module:
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.3212 0.3212 0.3212 0.3212 0.0000
+ 0.3305 0.3305 0.3305 0.3305 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 ad48450608..16bd945e39 100644
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+++ b/docs/dev/how_to/debugging_tvm.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
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@@ -181,7 +181,7 @@
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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index eb5fb96d25..2c590b51b9 100644
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@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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index 3c870abf3b..47f6426a88 100644
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+++ b/docs/dev/how_to/relay_add_op.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<label for="version-toggle" class="version-toggle-label">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -182,7 +182,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/dev/how_to/relay_add_pass.html b/docs/dev/how_to/relay_add_pass.html
index 34e63d8c8b..5f4b50e42d 100644
--- a/docs/dev/how_to/relay_add_pass.html
+++ b/docs/dev/how_to/relay_add_pass.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Adding a Compiler Pass to Relay — tvm 0.18.dev0 documentation</title>
+ <title>Adding a Compiler Pass to Relay — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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diff --git a/docs/how_to/compile_models/from_coreml.html b/docs/how_to/compile_models/from_coreml.html
index f5c68904d6..c4bdc3d0f4 100644
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+++ b/docs/how_to/compile_models/from_coreml.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Compile CoreML Models — tvm 0.18.dev0 documentation</title>
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@@ -171,7 +171,7 @@
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diff --git a/docs/how_to/compile_models/from_darknet.html b/docs/how_to/compile_models/from_darknet.html
index a04204d790..4ba653d5f6 100644
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+++ b/docs/how_to/compile_models/from_darknet.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Compile YOLO-V2 and YOLO-V3 in DarkNet Models — tvm 0.18.dev0 documentation</title>
+ <title>Compile YOLO-V2 and YOLO-V3 in DarkNet Models — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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class:['bicycle 0.9984'] left:111 top:113 right:577 bottom:447
</pre></div>
</div>
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<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-compile-models-from-darknet-py">
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<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 80cf4d34ee..240a5332c1 100644
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@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Compile Keras Models — tvm 0.18.dev0 documentation</title>
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@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -545,7 +545,7 @@ 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 985ms/step
+1/1 [==============================] - 1s 944ms/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 a04b82088d..81ad7ec980 100644
--- a/docs/how_to/compile_models/from_oneflow.html
+++ b/docs/how_to/compile_models/from_oneflow.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Compile OneFlow Models — tvm 0.18.dev0 documentation</title>
+ <title>Compile OneFlow Models — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -488,15 +488,14 @@ 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
0%| | 0.00/41.5M [00:00<?, ?B/s]
- 19%|#9 | 7.99M/41.5M [00:00<00:00, 54.8MB/s]
- 32%|###1 | 13.2M/41.5M [00:00<00:00, 37.5MB/s]
- 41%|#### | 17.0M/41.5M [00:00<00:01, 17.3MB/s]
- 54%|#####3 | 22.3M/41.5M [00:01<00:00, 20.9MB/s]
- 60%|###### | 24.9M/41.5M [00:01<00:00, 19.8MB/s]
- 77%|#######7 | 32.0M/41.5M [00:01<00:00, 27.5MB/s]
- 90%|########9 | 37.2M/41.5M [00:01<00:00, 32.7MB/s]
- 99%|#########8| 41.0M/41.5M [00:01<00:00, 22.7MB/s]
-100%|##########| 41.5M/41.5M [00:01<00:00, 24.8MB/s]
+ 19%|#9 | 7.99M/41.5M [00:00<00:01, 34.1MB/s]
+ 35%|###4 | 14.3M/41.5M [00:00<00:00, 33.0MB/s]
+ 42%|####2 | 17.5M/41.5M [00:00<00:00, 30.1MB/s]
+ 54%|#####3 | 22.3M/41.5M [00:00<00:00, 34.4MB/s]
+ 62%|######1 | 25.7M/41.5M [00:00<00:00, 34.2MB/s]
+ 77%|#######7 | 32.0M/41.5M [00:00<00:00, 39.6MB/s]
+ 92%|#########2| 38.3M/41.5M [00:01<00:00, 32.9MB/s]
+100%|##########| 41.5M/41.5M [00:01<00:00, 32.3MB/s]
</pre></div>
</div>
</div>
diff --git a/docs/how_to/compile_models/from_onnx.html b/docs/how_to/compile_models/from_onnx.html
index 8c03f03185..52a13497cd 100644
--- a/docs/how_to/compile_models/from_onnx.html
+++ b/docs/how_to/compile_models/from_onnx.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Compile ONNX Models — tvm 0.18.dev0 documentation</title>
+ <title>Compile ONNX Models — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/compile_models/from_paddle.html b/docs/how_to/compile_models/from_paddle.html
index 3645cabf1d..e5b730fd2b 100644
--- a/docs/how_to/compile_models/from_paddle.html
+++ b/docs/how_to/compile_models/from_paddle.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Compile PaddlePaddle Models — tvm 0.18.dev0 documentation</title>
+ <title>Compile PaddlePaddle Models — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -523,7 +523,7 @@ To begin, we’ll install PaddlePaddle>=2.1.3:</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>TVM prediction top-1 id: 282, class name: 282: 'tiger cat',
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 10.878 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 8.296 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-compile-models-from-paddle-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/16269b77359771348d507395692524cf/from_paddle.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_paddle.py</span></code></a></p>
diff --git a/docs/how_to/compile_models/from_pytorch.html b/docs/how_to/compile_models/from_pytorch.html
index a69ed6166b..ea016ee630 100644
--- a/docs/how_to/compile_models/from_pytorch.html
+++ b/docs/how_to/compile_models/from_pytorch.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Compile PyTorch Models — tvm 0.18.dev0 documentation</title>
+ <title>Compile PyTorch Models — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -471,25 +471,9 @@ be unstable.</p>
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]
- 3%|2 | 1.12M/44.7M [00:00<00:04, 10.9MB/s]
- 8%|8 | 3.75M/44.7M [00:00<00:02, 20.2MB/s]
- 13%|#3 | 5.88M/44.7M [00:00<00:02, 18.6MB/s]
- 19%|#9 | 8.62M/44.7M [00:00<00:01, 21.9MB/s]
- 24%|##4 | 10.9M/44.7M [00:00<00:01, 22.1MB/s]
- 31%|###1 | 13.9M/44.7M [00:00<00:01, 24.4MB/s]
- 36%|###6 | 16.2M/44.7M [00:00<00:01, 24.2MB/s]
- 42%|####1 | 18.6M/44.7M [00:00<00:01, 23.6MB/s]
- 47%|####7 | 21.0M/44.7M [00:00<00:01, 22.6MB/s]
- 52%|#####2 | 23.2M/44.7M [00:01<00:01, 19.5MB/s]
- 58%|#####7 | 25.8M/44.7M [00:01<00:00, 20.9MB/s]
- 62%|######2 | 27.9M/44.7M [00:01<00:00, 19.5MB/s]
- 67%|######6 | 29.9M/44.7M [00:01<00:00, 19.8MB/s]
- 73%|#######3 | 32.8M/44.7M [00:01<00:00, 22.2MB/s]
- 80%|######## | 35.8M/44.7M [00:01<00:00, 24.5MB/s]
- 86%|########5 | 38.2M/44.7M [00:01<00:00, 21.9MB/s]
- 91%|######### | 40.5M/44.7M [00:01<00:00, 22.0MB/s]
- 97%|#########7| 43.4M/44.7M [00:02<00:00, 24.2MB/s]
-100%|##########| 44.7M/44.7M [00:02<00:00, 22.0MB/s]
+ 29%|##8 | 12.9M/44.7M [00:00<00:00, 135MB/s]
+ 67%|######6 | 29.8M/44.7M [00:00<00:00, 159MB/s]
+100%|##########| 44.7M/44.7M [00:00<00:00, 163MB/s]
</pre></div>
</div>
</div>
diff --git a/docs/how_to/compile_models/from_tensorflow.html b/docs/how_to/compile_models/from_tensorflow.html
index c7f2030bae..cbadc55ea0 100644
--- a/docs/how_to/compile_models/from_tensorflow.html
+++ b/docs/how_to/compile_models/from_tensorflow.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Compile Tensorflow Models — tvm 0.18.dev0 documentation</title>
+ <title>Compile Tensorflow Models — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
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@@ -688,7 +688,7 @@ banana (score = 0.00022)
desk (score = 0.00019)
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 39.104 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 35.521 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-compile-models-from-tensorflow-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/7f1d3d1b878694c201c614c807cdebc8/from_tensorflow.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">from_tensorflow.py</span></code></a></p>
diff --git a/docs/how_to/compile_models/from_tflite.html b/docs/how_to/compile_models/from_tflite.html
index fdb739a65d..162c401912 100644
--- a/docs/how_to/compile_models/from_tflite.html
+++ b/docs/how_to/compile_models/from_tflite.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Compile TFLite Models — tvm 0.18.dev0 documentation</title>
+ <title>Compile TFLite Models — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/compile_models/index.html b/docs/how_to/compile_models/index.html
index c93755cdd4..8b39e86801 100644
--- a/docs/how_to/compile_models/index.html
+++ b/docs/how_to/compile_models/index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Compile Deep Learning Models — tvm 0.18.dev0 documentation</title>
+ <title>Compile Deep Learning Models — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/compile_models/sg_execution_times.html b/docs/how_to/compile_models/sg_execution_times.html
index 0ad55755ed..73e7476506 100644
--- a/docs/how_to/compile_models/sg_execution_times.html
+++ b/docs/how_to/compile_models/sg_execution_times.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Computation times — tvm 0.18.dev0 documentation</title>
+ <title>Computation times — tvm 0.19.dev0 documentation</title>
@@ -169,7 +169,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -179,7 +179,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -381,7 +381,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-compile-models-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>07:26.144</strong> total execution time for <strong>how_to_compile_models</strong> files:</p>
+<p><strong>07:07.757</strong> total execution time for <strong>how_to_compile_models</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 81%" />
@@ -390,39 +390,39 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="from_darknet.html#sphx-glr-how-to-compile-models-from-darknet-py"><span class="std std-ref">Compile YOLO-V2 and YOLO-V3 in DarkNet Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_darknet.py</span></code>)</p></td>
-<td><p>01:44.913</p></td>
+<td><p>01:41.072</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_tensorflow.html#sphx-glr-how-to-compile-models-from-tensorflow-py"><span class="std std-ref">Compile Tensorflow Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_tensorflow.py</span></code>)</p></td>
-<td><p>01:39.104</p></td>
+<td><p>01:35.521</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_paddle.html#sphx-glr-how-to-compile-models-from-paddle-py"><span class="std std-ref">Compile PaddlePaddle Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_paddle.py</span></code>)</p></td>
-<td><p>01:10.878</p></td>
+<td><p>01:08.296</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_oneflow.html#sphx-glr-how-to-compile-models-from-oneflow-py"><span class="std std-ref">Compile OneFlow Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_oneflow.py</span></code>)</p></td>
-<td><p>00:48.592</p></td>
+<td><p>00:46.666</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_coreml.html#sphx-glr-how-to-compile-models-from-coreml-py"><span class="std std-ref">Compile CoreML Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_coreml.py</span></code>)</p></td>
-<td><p>00:43.539</p></td>
+<td><p>00:42.319</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_pytorch.html#sphx-glr-how-to-compile-models-from-pytorch-py"><span class="std std-ref">Compile PyTorch Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_pytorch.py</span></code>)</p></td>
-<td><p>00:32.420</p></td>
+<td><p>00:29.758</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_keras.html#sphx-glr-how-to-compile-models-from-keras-py"><span class="std std-ref">Compile Keras Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_keras.py</span></code>)</p></td>
-<td><p>00:29.970</p></td>
+<td><p>00:28.117</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="from_tflite.html#sphx-glr-how-to-compile-models-from-tflite-py"><span class="std std-ref">Compile TFLite Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_tflite.py</span></code>)</p></td>
-<td><p>00:13.704</p></td>
+<td><p>00:13.046</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="from_onnx.html#sphx-glr-how-to-compile-models-from-onnx-py"><span class="std std-ref">Compile ONNX Models</span></a> (<code class="docutils literal notranslate"><span class="pre">from_onnx.py</span></code>)</p></td>
-<td><p>00:03.025</p></td>
+<td><p>00:02.962</p></td>
<td><p>0.0 MB</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/deploy/adreno.html b/docs/how_to/deploy/adreno.html
index b0c5e395d5..cbdc0c0550 100644
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+++ b/docs/how_to/deploy/adreno.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Deploy to Adreno™ GPU — tvm 0.18.dev0 documentation</title>
+ <title>Deploy to Adreno™ GPU — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/deploy/android.html b/docs/how_to/deploy/android.html
index d35ba1eb49..cde9394820 100644
--- a/docs/how_to/deploy/android.html
+++ b/docs/how_to/deploy/android.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Deploy to Android — tvm 0.18.dev0 documentation</title>
+ <title>Deploy to Android — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/deploy/arm_compute_lib.html b/docs/how_to/deploy/arm_compute_lib.html
index 3e127b0de3..cb3cf7d77e 100644
--- a/docs/how_to/deploy/arm_compute_lib.html
+++ b/docs/how_to/deploy/arm_compute_lib.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Relay Arm® Compute Library Integration — tvm 0.18.dev0 documentation</title>
+ <title>Relay Arm® Compute Library Integration — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/deploy/bnns.html b/docs/how_to/deploy/bnns.html
index b26d439dac..0ee622c3fd 100644
--- a/docs/how_to/deploy/bnns.html
+++ b/docs/how_to/deploy/bnns.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Relay BNNS Integration — tvm 0.18.dev0 documentation</title>
+ <title>Relay BNNS Integration — tvm 0.19.dev0 documentation</title>
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index 9a2fcabc4c..0a1c7a5669 100644
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index 5be2babb43..c96e0f74d0 100644
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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 38fdee2cd7..c29440e23d 100644
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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@@ -864,10 +864,10 @@ Top5 predictions:
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 4124.3341 4124.5181 4128.5005 4120.7589 2.1028
+ 4120.0115 4119.0977 4124.2094 4118.1336 1.8847
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 23.193 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 21.663 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 534e5df32d..c3e551454f 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
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Deploy the Pretrained Model on Adreno™ with tvmc Interface — tvm 0.18.dev0 documentation</title>
+ <title>Deploy the Pretrained Model on Adreno™ with tvmc Interface — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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@@ -478,26 +478,22 @@ 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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+ 6635520/102967424 [>.............................] - ETA: 3s
+ 8380416/102967424 [=>............................] - ETA: 3s
+ 16769024/102967424 [===>..........................] - ETA: 2s
+ 25157632/102967424 [======>.......................] - ETA: 1s
+ 27951104/102967424 [=======>......................] - ETA: 1s
+ 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
- 73072640/102967424 [====================>.........] - ETA: 1s
- 75489280/102967424 [====================>.........] - ETA: 1s
+ 65355776/102967424 [==================>...........] - ETA: 0s
+ 67100672/102967424 [==================>...........] - ETA: 0s
+ 69296128/102967424 [===================>..........] - ETA: 0s
+ 75489280/102967424 [====================>.........] - ETA: 0s
82124800/102967424 [======================>.......] - ETA: 0s
83877888/102967424 [=======================>......] - ETA: 0s
90521600/102967424 [=========================>....] - ETA: 0s
@@ -505,7 +501,7 @@ to run this tutorial with a real device over rpc.</p>
98910208/102967424 [===========================>..] - ETA: 0s
100646912/102967424 [============================>.] - ETA: 0s
102850560/102967424 [============================>.] - ETA: 0s
-102967424/102967424 [==============================] - 4s 0us/step
+102967424/102967424 [==============================] - 3s 0us/step
</pre></div>
</div>
</div>
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 6782035755..b13a6c0b60 100644
--- a/docs/how_to/deploy_models/deploy_model_on_android.html
+++ b/docs/how_to/deploy_models/deploy_model_on_android.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Deploy the Pretrained Model on Android — tvm 0.18.dev0 documentation</title>
+ <title>Deploy the Pretrained Model on Android — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -702,7 +702,7 @@ to the remote android device.</p>
Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 15.4909 15.2883 16.2086 15.1786 0.3777
+ 15.6574 15.6655 15.9928 15.1721 0.2428
</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 07fee9472f..1bf3cb97bd 100644
--- a/docs/how_to/deploy_models/deploy_model_on_nano.html
+++ b/docs/how_to/deploy_models/deploy_model_on_nano.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Deploy the Pretrained Model on Jetson Nano — tvm 0.18.dev0 documentation</title>
+ <title>Deploy the Pretrained Model on Jetson Nano — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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 7fe24799fc..059483bc22 100644
--- a/docs/how_to/deploy_models/deploy_model_on_rasp.html
+++ b/docs/how_to/deploy_models/deploy_model_on_rasp.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Deploy the Pretrained Model on Raspberry Pi — tvm 0.18.dev0 documentation</title>
+ <title>Deploy the Pretrained Model on Raspberry Pi — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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 e41986e8c9..0899334d88 100644
--- a/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
+++ b/docs/how_to/deploy_models/deploy_object_detection_pytorch.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Compile PyTorch Object Detection Models — tvm 0.18.dev0 documentation</title>
+ <title>Compile PyTorch Object Detection Models — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -494,68 +494,16 @@ be unstable.</p>
Downloading: "https://download.pytorch.org/models/maskrcnn_resnet50_fpn_coco-bf2d0c1e.pth" to /workspace/.cache/torch/hub/checkpoints/maskrcnn_resnet50_fpn_coco-bf2d0c1e.pth
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/venv/apache-tvm-py3.8/lib/python3.8/site-packages/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:122: 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).
@@ -684,7 +632,7 @@ 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 54.251 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 3 minutes 43.051 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 7f183aecc1..80a3f417b3 100644
--- a/docs/how_to/deploy_models/deploy_prequantized.html
+++ b/docs/how_to/deploy_models/deploy_prequantized.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Deploy a Framework-prequantized Model with TVM — tvm 0.18.dev0 documentation</title>
+ <title>Deploy a Framework-prequantized Model with TVM — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -535,7 +535,8 @@ 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
0%| | 0.00/13.6M [00:00<?, ?B/s]
-100%|##########| 13.6M/13.6M [00:00<00:00, 157MB/s]
+ 52%|#####1 | 7.00M/13.6M [00:00<00:00, 71.6MB/s]
+100%|##########| 13.6M/13.6M [00:00<00:00, 66.2MB/s]
</pre></div>
</div>
</div>
@@ -624,7 +625,7 @@ 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)
- 86.5789 86.4467 87.8662 85.9354 0.4578
+ 87.7140 87.6552 89.1167 87.1900 0.3772
</pre></div>
</div>
<div class="admonition note">
@@ -663,7 +664,7 @@ 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 36.049 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 33.548 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-deploy-models-deploy-prequantized-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/fb8217c13f4351224c6cf3aacf1a87fc/deploy_prequantized.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">deploy_prequantized.py</span></code></a></p>
diff --git a/docs/how_to/deploy_models/deploy_prequantized_tflite.html b/docs/how_to/deploy_models/deploy_prequantized_tflite.html
index 4cdd0b52ca..016792c006 100644
--- a/docs/how_to/deploy_models/deploy_prequantized_tflite.html
+++ b/docs/how_to/deploy_models/deploy_prequantized_tflite.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Deploy a Framework-prequantized Model with TVM - Part 3 (TFLite) — tvm 0.18.dev0 documentation</title>
+ <title>Deploy a Framework-prequantized Model with TVM - Part 3 (TFLite) — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -620,7 +620,7 @@ 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)
- 109.7250 109.6275 114.4563 109.2367 0.5834
+ 109.6491 109.9245 110.8241 107.5000 0.7987
</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 d505587268..b9c470338d 100644
--- a/docs/how_to/deploy_models/deploy_sparse.html
+++ b/docs/how_to/deploy_models/deploy_sparse.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Deploy a Hugging Face Pruned Model on CPU — tvm 0.18.dev0 documentation</title>
+ <title>Deploy a Hugging Face Pruned Model on CPU — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/deploy_models/index.html b/docs/how_to/deploy_models/index.html
index 69589ecb2f..57d4e1a9fd 100644
--- a/docs/how_to/deploy_models/index.html
+++ b/docs/how_to/deploy_models/index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Deploy Deep Learning Models — tvm 0.18.dev0 documentation</title>
+ <title>Deploy Deep Learning Models — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/deploy_models/sg_execution_times.html b/docs/how_to/deploy_models/sg_execution_times.html
index 45ddf52935..698176a18f 100644
--- a/docs/how_to/deploy_models/sg_execution_times.html
+++ b/docs/how_to/deploy_models/sg_execution_times.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Computation times — tvm 0.18.dev0 documentation</title>
+ <title>Computation times — tvm 0.19.dev0 documentation</title>
@@ -169,7 +169,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -179,7 +179,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -381,7 +381,7 @@
<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>10:44.775</strong> total execution time for <strong>how_to_deploy_models</strong> files:</p>
+<p><strong>10:20.940</strong> total execution time for <strong>how_to_deploy_models</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 86%" />
@@ -390,39 +390,39 @@
</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>03:54.251</p></td>
+<td><p>03:43.051</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>01:36.049</p></td>
+<td><p>01:33.548</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>01:23.193</p></td>
+<td><p>01:21.663</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>00:57.235</p></td>
+<td><p>00:54.922</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="deploy_model_on_adreno_tvmc.html#sphx-glr-how-to-deploy-models-deploy-model-on-adreno-tvmc-py"><span class="std std-ref">Deploy the Pretrained Model on Adreno™ with tvmc Interface</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_adreno_tvmc.py</span></code>)</p></td>
-<td><p>00:54.651</p></td>
+<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>00:53.603</p></td>
<td><p>0.0 MB</p></td>
</tr>
-<tr class="row-even"><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>00:54.110</p></td>
+<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>00:51.019</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="deploy_model_on_nano.html#sphx-glr-how-to-deploy-models-deploy-model-on-nano-py"><span class="std std-ref">Deploy the Pretrained Model on Jetson Nano</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_nano.py</span></code>)</p></td>
-<td><p>00:32.996</p></td>
+<td><p>00:31.733</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="deploy_model_on_rasp.html#sphx-glr-how-to-deploy-models-deploy-model-on-rasp-py"><span class="std std-ref">Deploy the Pretrained Model on Raspberry Pi</span></a> (<code class="docutils literal notranslate"><span class="pre">deploy_model_on_rasp.py</span></code>)</p></td>
-<td><p>00:32.281</p></td>
+<td><p>00:31.393</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 64cf6eff86..bed2dddb80 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>Development Guides — tvm 0.18.dev0 documentation</title>
+ <title>Development Guides — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/dev/pytest_target_parametrization.html b/docs/how_to/dev/pytest_target_parametrization.html
index cd349528e7..79658f53e5 100644
--- a/docs/how_to/dev/pytest_target_parametrization.html
+++ b/docs/how_to/dev/pytest_target_parametrization.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Python Target Parametrization — tvm 0.18.dev0 documentation</title>
+ <title>Python Target Parametrization — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/dev/setup_rpc_system.html b/docs/how_to/dev/setup_rpc_system.html
index 3bc79381cf..b85c6033bc 100644
--- a/docs/how_to/dev/setup_rpc_system.html
+++ b/docs/how_to/dev/setup_rpc_system.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Setup RPC System — tvm 0.18.dev0 documentation</title>
+ <title>Setup RPC System — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/extend_tvm/index.html b/docs/how_to/extend_tvm/index.html
index 175b0c8690..4ff2e6deca 100644
--- a/docs/how_to/extend_tvm/index.html
+++ b/docs/how_to/extend_tvm/index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Extend TVM — tvm 0.18.dev0 documentation</title>
+ <title>Extend TVM — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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 11acba4c76..91883bbf5c 100644
--- a/docs/how_to/extend_tvm/low_level_custom_pass.html
+++ b/docs/how_to/extend_tvm/low_level_custom_pass.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Writing a Customized Pass — tvm 0.18.dev0 documentation</title>
+ <title>Writing a Customized Pass — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/extend_tvm/sg_execution_times.html b/docs/how_to/extend_tvm/sg_execution_times.html
index 1e57033eb2..f70ce58ece 100644
--- a/docs/how_to/extend_tvm/sg_execution_times.html
+++ b/docs/how_to/extend_tvm/sg_execution_times.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Computation times — tvm 0.18.dev0 documentation</title>
+ <title>Computation times — tvm 0.19.dev0 documentation</title>
@@ -169,7 +169,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -179,7 +179,7 @@
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -381,7 +381,7 @@
<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>00:04.125</strong> total execution time for <strong>how_to_extend_tvm</strong> files:</p>
+<p><strong>00:04.186</strong> total execution time for <strong>how_to_extend_tvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -390,15 +390,15 @@
</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>00:02.862</p></td>
+<td><p>00:02.905</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>00:01.255</p></td>
+<td><p>00:01.274</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>00:00.007</p></td>
+<td><p>00:00.008</p></td>
<td><p>0.0 MB</p></td>
</tr>
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diff --git a/docs/how_to/extend_tvm/use_pass_infra.html b/docs/how_to/extend_tvm/use_pass_infra.html
index 0db8839f00..dd21f20609 100644
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+++ b/docs/how_to/extend_tvm/use_pass_infra.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>How to Use TVM Pass Infra — tvm 0.18.dev0 documentation</title>
+ <title>How to Use TVM Pass Infra — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/extend_tvm/use_pass_instrument.html b/docs/how_to/extend_tvm/use_pass_instrument.html
index 50575afa78..35936a7104 100644
--- a/docs/how_to/extend_tvm/use_pass_instrument.html
+++ b/docs/how_to/extend_tvm/use_pass_instrument.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <title>How to Use TVM Pass Instrument — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -565,10 +565,10 @@ 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: 24968us [24968us] (48.44%; 48.44%)
-FoldScaleAxis: 26577us [10us] (51.56%; 51.56%)
- FoldConstant: 26567us [1793us] (51.54%; 99.96%)
- InferType: 24774us [24774us] (48.06%; 93.25%)
+InferType: 25462us [25462us] (48.54%; 48.54%)
+FoldScaleAxis: 26997us [9us] (51.46%; 51.46%)
+ FoldConstant: 26989us [1859us] (51.45%; 99.97%)
+ InferType: 25129us [25129us] (47.90%; 93.11%)
</pre></div>
</div>
</div>
@@ -590,10 +590,10 @@ 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: 24881us [24881us] (48.86%; 48.86%)
-FoldScaleAxis: 26037us [8us] (51.14%; 51.14%)
- FoldConstant: 26029us [1756us] (51.12%; 99.97%)
- InferType: 24273us [24273us] (47.67%; 93.25%)
+InferType: 25350us [25350us] (48.17%; 48.17%)
+FoldScaleAxis: 27274us [9us] (51.83%; 51.83%)
+ FoldConstant: 27265us [1880us] (51.81%; 99.97%)
+ InferType: 25384us [25384us] (48.24%; 93.10%)
</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 bf8817b259..3c7c8f6ef3 100644
--- a/docs/how_to/legacy_index.html
+++ b/docs/how_to/legacy_index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>How To Guides — tvm 0.18.dev0 documentation</title>
+ <title>How To Guides — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/optimize_operators/index.html b/docs/how_to/optimize_operators/index.html
index fa26809a43..d73ca7819b 100644
--- a/docs/how_to/optimize_operators/index.html
+++ b/docs/how_to/optimize_operators/index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Optimize Tensor Operators — tvm 0.18.dev0 documentation</title>
+ <title>Optimize Tensor Operators — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/optimize_operators/opt_conv_cuda.html b/docs/how_to/optimize_operators/opt_conv_cuda.html
index 2cb8148559..66e56fe3e2 100644
--- a/docs/how_to/optimize_operators/opt_conv_cuda.html
+++ b/docs/how_to/optimize_operators/opt_conv_cuda.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>How to optimize convolution on GPU — tvm 0.18.dev0 documentation</title>
+ <title>How to optimize convolution on GPU — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -615,7 +615,7 @@ 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: 53.529312 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Convolution: 53.504863 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 bf6cf2dd21..7de550c2ca 100644
--- a/docs/how_to/optimize_operators/opt_conv_tensorcore.html
+++ b/docs/how_to/optimize_operators/opt_conv_tensorcore.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>How to optimize convolution using TensorCores — tvm 0.18.dev0 documentation</title>
+ <title>How to optimize convolution using TensorCores — tvm 0.19.dev0 documentation</title>
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -897,7 +897,7 @@ 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: 12.224678 ms
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>conv2d with tensor core: 12.204771 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 5d2d0f530e..cec05a5d61 100644
--- a/docs/how_to/optimize_operators/opt_gemm.html
+++ b/docs/how_to/optimize_operators/opt_gemm.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>How to optimize GEMM on CPU — tvm 0.18.dev0 documentation</title>
+ <title>How to optimize GEMM on CPU — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -512,8 +512,8 @@ 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: 0.018656
-Baseline: 3.351838
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Numpy running time: 0.018438
+Baseline: 3.293206
</pre></div>
</div>
<p>In TVM, we can always inspect lower level IR to debug or optimize our schedule.
@@ -572,7 +572,7 @@ 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: 0.318783
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt1: 0.318558
</pre></div>
</div>
<p>Here is the generated IR after blocking.</p>
@@ -629,7 +629,7 @@ 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: 0.325782
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt2: 0.280962
</pre></div>
</div>
<p>Here is the generated IR after vectorization.</p>
@@ -684,7 +684,7 @@ 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: 0.133044
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt3: 0.114908
</pre></div>
</div>
<p>Here is the generated IR after loop permutation.</p>
@@ -761,7 +761,7 @@ 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: 0.109059
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt4: 0.106528
</pre></div>
</div>
<p>Here is the generated IR after array packing.</p>
@@ -839,7 +839,7 @@ 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: 0.112177
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt5: 0.112409
</pre></div>
</div>
<p>Here is the generated IR after blocking.</p>
@@ -919,7 +919,7 @@ 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: 0.134076
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Opt6: 0.135082
</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 d25000e049..0bfc922700 100644
--- a/docs/how_to/optimize_operators/sg_execution_times.html
+++ b/docs/how_to/optimize_operators/sg_execution_times.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Computation times — tvm 0.18.dev0 documentation</title>
+ <title>Computation times — tvm 0.19.dev0 documentation</title>
@@ -169,7 +169,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -179,7 +179,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -381,7 +381,7 @@
<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>00:35.086</strong> total execution time for <strong>how_to_optimize_operators</strong> files:</p>
+<p><strong>00:34.183</strong> total execution time for <strong>how_to_optimize_operators</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 83%" />
@@ -390,15 +390,15 @@
</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>00:31.889</p></td>
+<td><p>00:30.960</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>00:02.027</p></td>
+<td><p>00:02.024</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>00:01.170</p></td>
+<td><p>00:01.200</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 1baa5b38e9..b1cc57036b 100644
--- a/docs/how_to/profile/index.html
+++ b/docs/how_to/profile/index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Profile Models — tvm 0.18.dev0 documentation</title>
+ <title>Profile Models — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/profile/papi.html b/docs/how_to/profile/papi.html
index dbbcd38d76..fa057535b9 100644
--- a/docs/how_to/profile/papi.html
+++ b/docs/how_to/profile/papi.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Getting Started With PAPI — tvm 0.18.dev0 documentation</title>
+ <title>Getting Started With PAPI — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/tune_with_autoscheduler/index.html b/docs/how_to/tune_with_autoscheduler/index.html
index 203f03c44c..2987f76bfc 100644
--- a/docs/how_to/tune_with_autoscheduler/index.html
+++ b/docs/how_to/tune_with_autoscheduler/index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Use AutoScheduler for Template-Free Scheduling — tvm 0.18.dev0 documentation</title>
+ <title>Use AutoScheduler for Template-Free Scheduling — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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 774c4cf5eb..5d2d8acfc2 100644
--- a/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
+++ b/docs/how_to/tune_with_autoscheduler/sg_execution_times.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Computation times — tvm 0.18.dev0 documentation</title>
+ <title>Computation times — tvm 0.19.dev0 documentation</title>
@@ -169,7 +169,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -179,7 +179,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -381,7 +381,7 @@
<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>03:50.585</strong> total execution time for <strong>how_to_tune_with_autoscheduler</strong> files:</p>
+<p><strong>03:50.005</strong> total execution time for <strong>how_to_tune_with_autoscheduler</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 85%" />
@@ -390,27 +390,27 @@
</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>
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<tr class="row-even"><td><p><a class="reference internal" href="tune_network_cuda.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-cuda-py"><span class="std std-ref">Auto-scheduling a Neural Network for NVIDIA GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_cuda.py</span></code>)</p></td>
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<tr class="row-odd"><td><p><a class="reference internal" href="tune_network_arm.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-arm-py"><span class="std std-ref">Auto-scheduling a Neural Network for ARM CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_arm.py</span></code>)</p></td>
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<td><p>0.0 MB</p></td>
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<tr class="row-even"><td><p><a class="reference internal" href="tune_network_mali.html#sphx-glr-how-to-tune-with-autoscheduler-tune-network-mali-py"><span class="std std-ref">Auto-scheduling a Neural Network for mali GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_network_mali.py</span></code>)</p></td>
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<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_conv2d_layer_cuda.html#sphx-glr-how-to-tune-with-autoscheduler-tune-conv2d-layer-cuda-py"><span class="std std-ref">Auto-scheduling a Convolution Layer for GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_conv2d_layer_cuda.py</span></code>)</p></td>
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<td><p>0.0 MB</p></td>
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<tr class="row-even"><td><p><a class="reference internal" href="tune_sparse_x86.html#sphx-glr-how-to-tune-with-autoscheduler-tune-sparse-x86-py"><span class="std std-ref">Auto-scheduling Sparse Matrix Multiplication on CPU with Custom Sketch Rule</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_sparse_x86.py</span></code>)</p></td>
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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
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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Evaluate inference time cost...
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
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</pre></div>
</div>
</div>
@@ -964,7 +964,7 @@ to learn how to use the RPC Tracker and RPC Server.
To use the RPC Tracker in auto-scheduler, replace the runner in <code class="code docutils literal notranslate"><span class="pre">TuningOptions</span></code>
with <a class="reference internal" href="../../reference/api/python/auto_scheduler.html#tvm.auto_scheduler.RPCRunner" title="tvm.auto_scheduler.RPCRunner"><code class="xref any py py-class docutils literal notranslate"><span class="pre">auto_scheduler.RPCRunner</span></code></a>.</p></li>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 14.934 seconds)</p>
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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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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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@@ -964,7 +964,7 @@ so we can read the log file and load the best schedules.</p>
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</div>
</div>
@@ -986,7 +986,7 @@ 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_sparse_x86.html b/docs/how_to/tune_with_autoscheduler/tune_sparse_x86.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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--- a/docs/how_to/tune_with_autotvm/sg_execution_times.html
+++ b/docs/how_to/tune_with_autotvm/sg_execution_times.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Computation times — tvm 0.18.dev0 documentation</title>
+ <title>Computation times — tvm 0.19.dev0 documentation</title>
@@ -169,7 +169,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -179,7 +179,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -381,7 +381,7 @@
<div class="section" id="computation-times">
<span id="sphx-glr-how-to-tune-with-autotvm-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this headline">¶</a></h1>
-<p><strong>00:23.894</strong> total execution time for <strong>how_to_tune_with_autotvm</strong> files:</p>
+<p><strong>00:24.272</strong> total execution time for <strong>how_to_tune_with_autotvm</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -390,11 +390,11 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_conv2d_cuda.html#sphx-glr-how-to-tune-with-autotvm-tune-conv2d-cuda-py"><span class="std std-ref">Tuning High Performance Convolution on NVIDIA GPUs</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_conv2d_cuda.py</span></code>)</p></td>
-<td><p>00:23.856</p></td>
+<td><p>00:24.234</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="tune_relay_x86.html#sphx-glr-how-to-tune-with-autotvm-tune-relay-x86-py"><span class="std std-ref">Auto-tuning a Convolutional Network for x86 CPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_relay_x86.py</span></code>)</p></td>
-<td><p>00:00.020</p></td>
+<td><p>00:00.021</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="tune_relay_mobile_gpu.html#sphx-glr-how-to-tune-with-autotvm-tune-relay-mobile-gpu-py"><span class="std std-ref">Auto-tuning a Convolutional Network for Mobile GPU</span></a> (<code class="docutils literal notranslate"><span class="pre">tune_relay_mobile_gpu.py</span></code>)</p></td>
diff --git a/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html b/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html
index a0cbd8be12..594b31b0e1 100644
--- a/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html
+++ b/docs/how_to/tune_with_autotvm/tune_conv2d_cuda.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Tuning High Performance Convolution on NVIDIA GPUs — tvm 0.18.dev0 documentation</title>
+ <title>Tuning High Performance Convolution on NVIDIA GPUs — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -650,7 +650,7 @@ and measure running time.</p>
Best config:
,None
-Time cost of this operator: 0.037035
+Time cost of this operator: 0.037194
</pre></div>
</div>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-tune-with-autotvm-tune-conv2d-cuda-py">
diff --git a/docs/how_to/tune_with_autotvm/tune_relay_arm.html b/docs/how_to/tune_with_autotvm/tune_relay_arm.html
index 3649e3e546..35e5f6dc6b 100644
--- a/docs/how_to/tune_with_autotvm/tune_relay_arm.html
+++ b/docs/how_to/tune_with_autotvm/tune_relay_arm.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Auto-tuning a Convolutional Network for ARM CPU — tvm 0.18.dev0 documentation</title>
+ <title>Auto-tuning a Convolutional Network for ARM CPU — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/tune_with_autotvm/tune_relay_cuda.html b/docs/how_to/tune_with_autotvm/tune_relay_cuda.html
index 1d2357fef1..27dc9d0962 100644
--- a/docs/how_to/tune_with_autotvm/tune_relay_cuda.html
+++ b/docs/how_to/tune_with_autotvm/tune_relay_cuda.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Auto-tuning a Convolutional Network for NVIDIA GPU — tvm 0.18.dev0 documentation</title>
+ <title>Auto-tuning a Convolutional Network for NVIDIA GPU — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/tune_with_autotvm/tune_relay_mobile_gpu.html b/docs/how_to/tune_with_autotvm/tune_relay_mobile_gpu.html
index 8102ca8331..628d6049e4 100644
--- a/docs/how_to/tune_with_autotvm/tune_relay_mobile_gpu.html
+++ b/docs/how_to/tune_with_autotvm/tune_relay_mobile_gpu.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Auto-tuning a Convolutional Network for Mobile GPU — tvm 0.18.dev0 documentation</title>
+ <title>Auto-tuning a Convolutional Network for Mobile GPU — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
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 6ae4a85771..e09742188f 100644
--- a/docs/how_to/tune_with_autotvm/tune_relay_x86.html
+++ b/docs/how_to/tune_with_autotvm/tune_relay_x86.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Auto-tuning a Convolutional Network for x86 CPU — tvm 0.18.dev0 documentation</title>
+ <title>Auto-tuning a Convolutional Network for x86 CPU — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/tutorials/cross_compilation_and_rpc.html b/docs/how_to/tutorials/cross_compilation_and_rpc.html
index 09edb47eb2..4ab0424494 100644
--- a/docs/how_to/tutorials/cross_compilation_and_rpc.html
+++ b/docs/how_to/tutorials/cross_compilation_and_rpc.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Cross Compilation and RPC — tvm 0.18.dev0 documentation</title>
+ <title>Cross Compilation and RPC — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -561,7 +561,7 @@ 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>1.134e-07 secs/op
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>1.367e-07 secs/op
</pre></div>
</div>
</div>
diff --git a/docs/how_to/tutorials/customize_opt.html b/docs/how_to/tutorials/customize_opt.html
index ef35bc6dbe..2bfefce0ca 100644
--- a/docs/how_to/tutorials/customize_opt.html
+++ b/docs/how_to/tutorials/customize_opt.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Customize Optimization — tvm 0.18.dev0 documentation</title>
+ <title>Customize Optimization — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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<label for="version-toggle" class="version-toggle-label">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/tutorials/e2e_opt_model.html b/docs/how_to/tutorials/e2e_opt_model.html
index 41ba552205..831b90a121 100644
--- a/docs/how_to/tutorials/e2e_opt_model.html
+++ b/docs/how_to/tutorials/e2e_opt_model.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>End-to-End Optimize Model — tvm 0.18.dev0 documentation</title>
+ <title>End-to-End Optimize Model — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
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<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/tutorials/index.html b/docs/how_to/tutorials/index.html
index e4e2a67593..61bbab30d6 100644
--- a/docs/how_to/tutorials/index.html
+++ b/docs/how_to/tutorials/index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>HOW TO — tvm 0.18.dev0 documentation</title>
+ <title>HOW TO — tvm 0.19.dev0 documentation</title>
@@ -169,7 +169,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -179,7 +179,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/tutorials/optimize_llm.html b/docs/how_to/tutorials/optimize_llm.html
index 06e1b3fc1b..ebabca6b2c 100644
--- a/docs/how_to/tutorials/optimize_llm.html
+++ b/docs/how_to/tutorials/optimize_llm.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Optimize Large Language Model — tvm 0.18.dev0 documentation</title>
+ <title>Optimize Large Language Model — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -985,7 +985,7 @@ 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 11.034 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 11.301 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 f2cb36cd97..2156f98ed8 100644
--- a/docs/how_to/tutorials/sg_execution_times.html
+++ b/docs/how_to/tutorials/sg_execution_times.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Computation times — tvm 0.18.dev0 documentation</title>
+ <title>Computation times — tvm 0.19.dev0 documentation</title>
@@ -169,7 +169,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -179,7 +179,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -381,7 +381,7 @@
<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>01:15.167</strong> total execution time for <strong>how_to_tutorials</strong> files:</p>
+<p><strong>01:15.444</strong> total execution time for <strong>how_to_tutorials</strong> files:</p>
<table class="docutils align-default">
<colgroup>
<col style="width: 84%" />
@@ -390,19 +390,19 @@
</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>01:11.034</p></td>
+<td><p>01:11.301</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>00:02.534</p></td>
+<td><p>00:02.556</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-odd"><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>00:00.818</p></td>
+<td><p>00:00.816</p></td>
<td><p>0.0 MB</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="cross_compilation_and_rpc.html#sphx-glr-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>00:00.780</p></td>
+<td><p>00:00.771</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 cb17342836..b03ff8358a 100644
--- a/docs/how_to/work_with_microtvm/index.html
+++ b/docs/how_to/work_with_microtvm/index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Work With microTVM — tvm 0.18.dev0 documentation</title>
+ <title>Work With microTVM — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/work_with_microtvm/micro_aot.html b/docs/how_to/work_with_microtvm/micro_aot.html
index 3a4fcabb38..a1d66dd5c2 100644
--- a/docs/how_to/work_with_microtvm/micro_aot.html
+++ b/docs/how_to/work_with_microtvm/micro_aot.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>3. microTVM Ahead-of-Time (AOT) Compilation — tvm 0.18.dev0 documentation</title>
+ <title>3. microTVM Ahead-of-Time (AOT) Compilation — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/work_with_microtvm/micro_autotune.html b/docs/how_to/work_with_microtvm/micro_autotune.html
index 02f3eba9ac..37586317d9 100644
--- a/docs/how_to/work_with_microtvm/micro_autotune.html
+++ b/docs/how_to/work_with_microtvm/micro_autotune.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>6. Model Tuning with microTVM — tvm 0.18.dev0 documentation</title>
+ <title>6. Model Tuning with microTVM — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -684,10 +684,10 @@ 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 294.1 98.627 (1, 2, 10, 10, 3) 2 1 [294.1]
-tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.948 0.989 (1, 6, 10, 10) 1 1 [2.948]
-tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 1.146 0.384 (1, 1, 10, 10, 3) 1 1 [1.146]
-Total_time - 298.194 - - - - -
+tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 302.8 98.738 (1, 2, 10, 10, 3) 2 1 [302.8]
+tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 2.913 0.95 (1, 6, 10, 10) 1 1 [2.913]
+tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.956 0.312 (1, 1, 10, 10, 3) 1 1 [0.956]
+Total_time - 306.669 - - - - -
</pre></div>
</div>
</div>
@@ -739,13 +739,13 @@ 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 98.0 97.357 (1, 6, 10, 10, 1) 2 1 [98.0]
-tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.717 1.706 (1, 6, 10, 10) 1 1 [1.717]
-tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.943 0.937 (1, 1, 10, 10, 3) 1 1 [0.943]
-Total_time - 100.66 - - - - -
+tvmgen_default_fused_nn_contrib_conv2d_NCHWc tvmgen_default_fused_nn_contrib_conv2d_NCHWc 102.9 97.412 (1, 6, 10, 10, 1) 2 1 [102.9]
+tvmgen_default_fused_layout_transform_1 tvmgen_default_fused_layout_transform_1 1.777 1.682 (1, 6, 10, 10) 1 1 [1.777]
+tvmgen_default_fused_layout_transform tvmgen_default_fused_layout_transform 0.957 0.906 (1, 1, 10, 10, 3) 1 1 [0.957]
+Total_time - 105.634 - - - - -
</pre></div>
</div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 24.688 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 26.190 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 818bdc11b4..082e8549f4 100644
--- a/docs/how_to/work_with_microtvm/micro_custom_ide.html
+++ b/docs/how_to/work_with_microtvm/micro_custom_ide.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>9. Bring microTVM to your own development environment — tvm 0.18.dev0 documentation</title>
+ <title>9. Bring microTVM to your own development environment — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/how_to/work_with_microtvm/micro_ethosu.html b/docs/how_to/work_with_microtvm/micro_ethosu.html
index 1257a70432..0bad0c520a 100644
--- a/docs/how_to/work_with_microtvm/micro_ethosu.html
+++ b/docs/how_to/work_with_microtvm/micro_ethosu.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>7. Running TVM on bare metal Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU with CMSIS-NN — tvm 0.18.dev0 documentation</title>
+ <title>7. Running TVM on bare metal Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU with CMSIS-NN — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
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index bdae47015a..4ac68d495c 100644
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@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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diff --git a/docs/how_to/work_with_microtvm/micro_pytorch.html b/docs/how_to/work_with_microtvm/micro_pytorch.html
index 5c3f701427..cd767fbe3f 100644
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+++ b/docs/how_to/work_with_microtvm/micro_pytorch.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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@@ -171,7 +171,7 @@
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@@ -495,7 +495,7 @@ 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]
-100%|##########| 3.42M/3.42M [00:00<00:00, 85.4MB/s]
+100%|##########| 3.42M/3.42M [00:00<00:00, 80.2MB/s]
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/ao/nn/quantized/modules/__init__.py:98: 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!
return torch.quantize_per_tensor(X, float(self.scale),
/venv/apache-tvm-py3.8/lib/python3.8/site-packages/torch/ao/nn/quantized/modules/__init__.py:99: TracerWarning: Converting a tensor to a Python integer 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!
@@ -621,7 +621,7 @@ 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>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 35.180 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 1 minutes 33.641 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-work-with-microtvm-micro-pytorch-py">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../../_downloads/12b9ecc04c41abaa12022061771821d1/micro_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">micro_pytorch.py</span></code></a></p>
diff --git a/docs/how_to/work_with_microtvm/micro_tflite.html b/docs/how_to/work_with_microtvm/micro_tflite.html
index a72caba912..ab260e6fe3 100644
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+++ b/docs/how_to/work_with_microtvm/micro_tflite.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <title>5. Training Vision Models for microTVM on Arduino — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
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@@ -564,7 +564,7 @@ take about <strong>2 minutes</strong> to download the Stanford Cars, while COCO
<a href="https://docs.python.org/3/library/shutil.html#shutil.move" title="shutil.move" class="sphx-glr-backref-module-shutil sphx-glr-backref-type-py-function"><span class="n">shutil</span><span class="o">.</span><span class="n">move</span></a><span class="p">(</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-typ [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>'/tmp/tmpbhykvc71/images/random'
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>'/tmp/tmppv29eife/images/random'
</pre></div>
</div>
</div>
@@ -624,8 +624,8 @@ objects to other stuff? We can display some examples from our datasets using <co
<span class="n">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s2">"off"</span><span class="p">)</span>
</pre></div>
</div>
-<img src="../../_images/sphx_glr_micro_train_001.png" srcset="../../_images/sphx_glr_micro_train_001.png" alt="[1.0, 0.0], [1.0, 0.0], [1.0, 0.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [1.0, 0.0], [0.0, 1.0]" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/tmp/tmpbhykvc71/images/target contains 8144 images
-/tmp/tmpbhykvc71/images/random contains 5000 images
+<img src="../../_images/sphx_glr_micro_train_001.png" srcset="../../_images/sphx_glr_micro_train_001.png" alt="[1.0, 0.0], [1.0, 0.0], [1.0, 0.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [0.0, 1.0], [1.0, 0.0], [0.0, 1.0]" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/tmp/tmppv29eife/images/target contains 8144 images
+/tmp/tmppv29eife/images/random contains 5000 images
</pre></div>
</div>
</div>
@@ -737,13 +737,13 @@ the time on our validation set).</p>
</pre></div>
</div>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Epoch 1/3
-328/328 - 46s - loss: 0.2126 - accuracy: 0.9255 - val_loss: 0.1078 - val_accuracy: 0.9626 - 46s/epoch - 139ms/step
+328/328 - 47s - loss: 0.2252 - accuracy: 0.9210 - val_loss: 0.1560 - val_accuracy: 0.9430 - 47s/epoch - 144ms/step
Epoch 2/3
-328/328 - 42s - loss: 0.1027 - accuracy: 0.9625 - val_loss: 0.1224 - val_accuracy: 0.9588 - 42s/epoch - 127ms/step
+328/328 - 44s - loss: 0.0965 - accuracy: 0.9664 - val_loss: 0.1298 - val_accuracy: 0.9464 - 44s/epoch - 134ms/step
Epoch 3/3
-328/328 - 43s - loss: 0.0689 - accuracy: 0.9737 - val_loss: 0.1313 - val_accuracy: 0.9622 - 43s/epoch - 130ms/step
+328/328 - 44s - loss: 0.0670 - accuracy: 0.9748 - val_loss: 0.1038 - val_accuracy: 0.9660 - 44s/epoch - 133ms/step
-<keras.callbacks.History object at 0x7f0f80293c40>
+<keras.callbacks.History object at 0x7f9984eb4ee0>
</pre></div>
</div>
</div>
@@ -1007,7 +1007,7 @@ as intended.</p>
<p>From here, we could modify the model to read live images from the camera - we have another
Arduino tutorial for how to do that <a class="reference external" href="https://github.com/guberti/tvm-arduino-demos/tree/master/examples/person_detection">on GitHub</a>. Alternatively, we could also
<a class="reference external" href="https://tvm.apache.org/docs/how_to/work_with_microtvm/micro_autotune.html">use TVM’s autotuning capabilities</a> to dramatically improve the model’s performance.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 5 minutes 23.516 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 4 minutes 57.156 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-how-to-work-with-microtvm-micro-train-py">
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<p><a class="reference download internal" download="" href="../../_downloads/b52cec46baf4f78d6bcd94cbe269c8a6/micro_train.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">micro_train.py</span></code></a></p>
diff --git a/docs/how_to/work_with_microtvm/micro_tvmc.html b/docs/how_to/work_with_microtvm/micro_tvmc.html
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@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>1. microTVM CLI Tool — tvm 0.18.dev0 documentation</title>
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@@ -171,7 +171,7 @@
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diff --git a/docs/how_to/work_with_microtvm/sg_execution_times.html b/docs/how_to/work_with_microtvm/sg_execution_times.html
index c5b3f907d4..74d0952175 100644
--- a/docs/how_to/work_with_microtvm/sg_execution_times.html
+++ b/docs/how_to/work_with_microtvm/sg_execution_times.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Computation times — tvm 0.18.dev0 documentation</title>
+ <title>Computation times — tvm 0.19.dev0 documentation</title>
@@ -169,7 +169,7 @@
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@@ -381,7 +381,7 @@
<div class="section" id="computation-times">
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-<p><strong>08:54.771</strong> total execution time for <strong>how_to_work_with_microtvm</strong> files:</p>
+<p><strong>08:28.299</strong> total execution time for <strong>how_to_work_with_microtvm</strong> files:</p>
<table class="docutils align-default">
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@@ -390,27 +390,27 @@
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="micro_train.html#sphx-glr-how-to-work-with-microtvm-micro-train-py"><span class="std std-ref">5. Training Vision Models for microTVM on Arduino</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_train.py</span></code>)</p></td>
-<td><p>05:23.516</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="micro_pytorch.html#sphx-glr-how-to-work-with-microtvm-micro-pytorch-py"><span class="std std-ref">4. microTVM PyTorch Tutorial</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_pytorch.py</span></code>)</p></td>
-<td><p>01:35.180</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="micro_autotune.html#sphx-glr-how-to-work-with-microtvm-micro-autotune-py"><span class="std std-ref">6. Model Tuning with microTVM</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_autotune.py</span></code>)</p></td>
-<td><p>01:24.688</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="micro_aot.html#sphx-glr-how-to-work-with-microtvm-micro-aot-py"><span class="std std-ref">3. microTVM Ahead-of-Time (AOT) Compilation</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_aot.py</span></code>)</p></td>
-<td><p>00:12.391</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="micro_custom_ide.html#sphx-glr-how-to-work-with-microtvm-micro-custom-ide-py"><span class="std std-ref">9. Bring microTVM to your own development environment</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_custom_ide.py</span></code>)</p></td>
-<td><p>00:10.722</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="micro_tflite.html#sphx-glr-how-to-work-with-microtvm-micro-tflite-py"><span class="std std-ref">2. microTVM TFLite Tutorial</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_tflite.py</span></code>)</p></td>
-<td><p>00:08.274</p></td>
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<td><p>0.0 MB</p></td>
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<tr class="row-odd"><td><p><a class="reference internal" href="micro_ethosu.html#sphx-glr-how-to-work-with-microtvm-micro-ethosu-py"><span class="std std-ref">7. Running TVM on bare metal Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU with CMSIS-NN</span></a> (<code class="docutils literal notranslate"><span class="pre">micro_ethosu.py</span></code>)</p></td>
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index 4d5ea95c9d..2a48b4e2c6 100644
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index c2fb7e4ceb..eb3a33f945 100644
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diff --git a/docs/how_to/work_with_relay/sg_execution_times.html b/docs/how_to/work_with_relay/sg_execution_times.html
index 0ab15d32d6..691bc1712b 100644
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<table class="docutils align-default">
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<col style="width: 84%" />
@@ -390,15 +390,15 @@
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<tr class="row-even"><td><p><a class="reference internal" href="using_external_lib.html#sphx-glr-how-to-work-with-relay-using-external-lib-py"><span class="std std-ref">Using External Libraries in Relay</span></a> (<code class="docutils literal notranslate"><span class="pre">using_external_lib.py</span></code>)</p></td>
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<td><p>0.0 MB</p></td>
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<tr class="row-odd"><td><p><a class="reference internal" href="build_gcn.html#sphx-glr-how-to-work-with-relay-build-gcn-py"><span class="std std-ref">Building a Graph Convolutional Network</span></a> (<code class="docutils literal notranslate"><span class="pre">build_gcn.py</span></code>)</p></td>
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<td><p>0.0 MB</p></td>
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<tr class="row-even"><td><p><a class="reference internal" href="using_relay_viz.html#sphx-glr-how-to-work-with-relay-using-relay-viz-py"><span class="std std-ref">Use Relay Visualizer to Visualize Relay</span></a> (<code class="docutils literal notranslate"><span class="pre">using_relay_viz.py</span></code>)</p></td>
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index 572a367f68..560a2dd42e 100644
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@@ -11,7 +11,7 @@
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index 5da5489772..2c8a0a3a1a 100644
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index d0c2b0f75f..54d5668806 100644
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index 7d4696262f..44bd4481a1 100644
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index 47211cc443..904f5719d2 100644
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<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>
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<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>
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<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>
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@@ -181,7 +181,7 @@
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+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/install/from_source.html b/docs/install/from_source.html
index 8047f11c50..d0a72ad994 100644
--- a/docs/install/from_source.html
+++ b/docs/install/from_source.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Install from Source — tvm 0.18.dev0 documentation</title>
+ <title>Install from Source — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/install/index.html b/docs/install/index.html
index ede47b87ca..41ec10fc3e 100644
--- a/docs/install/index.html
+++ b/docs/install/index.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Installing TVM — tvm 0.18.dev0 documentation</title>
+ <title>Installing TVM — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/objects.inv b/docs/objects.inv
index 2529342aec..747e4f4f92 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 de469fa053..8c79f9b731 100644
--- a/docs/py-modindex.html
+++ b/docs/py-modindex.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Python Module Index — tvm 0.18.dev0 documentation</title>
+ <title>Python Module Index — tvm 0.19.dev0 documentation</title>
@@ -172,7 +172,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -182,7 +182,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/reference/api/doxygen/c__runtime__api_8h.html b/docs/reference/api/doxygen/c__runtime__api_8h.html
index 6cb9e3e80f..3ef8c07aab 100644
--- a/docs/reference/api/doxygen/c__runtime__api_8h.html
+++ b/docs/reference/api/doxygen/c__runtime__api_8h.html
@@ -109,7 +109,7 @@ Macros</h2></td></tr>
<tr class="separator:a4d6bcd569c115f7ae4ddc455b14ca395"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a744c2fdb7ff7dc43070c1841a5873c84"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="c__runtime__api_8h.html#a744c2fdb7ff7dc43070c1841a5873c84">TVM_ATTRIBUTE_UNUSED</a></td></tr>
<tr class="separator:a744c2fdb7ff7dc43070c1841a5873c84"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a429515e9851601ec44c8ed421521ab6d"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="c__runtime__api_8h.html#a429515e9851601ec44c8ed421521ab6d">TVM_VERSION</a>   "0.18.dev0"</td></tr>
+<tr class="memitem:a429515e9851601ec44c8ed421521ab6d"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="c__runtime__api_8h.html#a429515e9851601ec44c8ed421521ab6d">TVM_VERSION</a>   "0.19.dev0"</td></tr>
<tr class="separator:a429515e9851601ec44c8ed421521ab6d"><td class="memSeparator" colspan="2"> </td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="typedef-members"></a>
@@ -345,7 +345,7 @@ Functions</h2></td></tr>
<div class="memproto">
<table class="memname">
<tr>
- <td class="memname">#define TVM_VERSION   "0.18.dev0"</td>
+ <td class="memname">#define TVM_VERSION   "0.19.dev0"</td>
</tr>
</table>
</div><div class="memdoc">
diff --git a/docs/reference/api/doxygen/c__runtime__api_8h_source.html b/docs/reference/api/doxygen/c__runtime__api_8h_source.html
index 1572045ac0..00608b05e9 100644
--- a/docs/reference/api/doxygen/c__runtime__api_8h_source.html
+++ b/docs/reference/api/doxygen/c__runtime__api_8h_source.html
@@ -144,7 +144,7 @@ $(function() {
<div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  </div>
<div class="line"><a name="l00075"></a><span class="lineno"> 75</span> <span class="comment">// TVM version</span></div>
-<div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="c__runtime__api_8h.html#a429515e9851601ec44c8ed421521ab6d"> 76</a></span> <span class="preprocessor">#define TVM_VERSION "0.18.dev0"</span></div>
+<div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="c__runtime__api_8h.html#a429515e9851601ec44c8ed421521ab6d"> 76</a></span> <span class="preprocessor">#define TVM_VERSION "0.19.dev0"</span></div>
<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  </div>
<div class="line"><a name="l00078"></a><span class="lineno"> 78</span> <span class="comment">// TVM Runtime is DLPack compatible.</span></div>
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span> <span class="preprocessor">#include <dlpack/dlpack.h></span></div>
diff --git a/docs/reference/api/links.html b/docs/reference/api/links.html
index 5fce28f13c..a9394ea426 100644
--- a/docs/reference/api/links.html
+++ b/docs/reference/api/links.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Other APIs — tvm 0.18.dev0 documentation</title>
+ <title>Other APIs — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/reference/api/python/auto_scheduler.html b/docs/reference/api/python/auto_scheduler.html
index e40df6fe83..1d8f554d5a 100644
--- a/docs/reference/api/python/auto_scheduler.html
+++ b/docs/reference/api/python/auto_scheduler.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>tvm.auto_scheduler — tvm 0.18.dev0 documentation</title>
+ <title>tvm.auto_scheduler — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
@@ -1668,7 +1668,7 @@ 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>
@@ -1952,7 +1952,7 @@ Candidates:
<dl class="py function">
<dt class="sig sig-object py" id="tvm.auto_scheduler.auto_schedule">
-<span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">auto_schedule</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">search_policy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em clas [...]
+<span class="sig-prename descclassname"><span class="pre">tvm.auto_scheduler.</span></span><span class="sig-name descname"><span class="pre">auto_schedule</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">search_policy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em clas [...]
<dd><p>THIS API IS DEPRECATED.</p>
<p>Run auto scheduling search for a task.</p>
<dl class="field-list simple">
diff --git a/docs/reference/api/python/autotvm.html b/docs/reference/api/python/autotvm.html
index 36fa996250..6ac6675346 100644
--- a/docs/reference/api/python/autotvm.html
+++ b/docs/reference/api/python/autotvm.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>tvm.autotvm — tvm 0.18.dev0 documentation</title>
+ <title>tvm.autotvm — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/reference/api/python/contrib.html b/docs/reference/api/python/contrib.html
index 00e9fec6a0..a779e38af3 100644
--- a/docs/reference/api/python/contrib.html
+++ b/docs/reference/api/python/contrib.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>tvm.contrib — tvm 0.18.dev0 documentation</title>
+ <title>tvm.contrib — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/reference/api/python/dlight.html b/docs/reference/api/python/dlight.html
index 89ad50b98f..540e7b0f67 100644
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+++ b/docs/reference/api/python/dlight.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>tvm.dlight — tvm 0.18.dev0 documentation</title>
+ <title>tvm.dlight — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
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<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
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</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/reference/api/python/tir/schedule.html b/docs/reference/api/python/tir/schedule.html
index b4c6aff459..67ea81e197 100644
--- a/docs/reference/api/python/tir/schedule.html
+++ b/docs/reference/api/python/tir/schedule.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>tvm.tir.schedule — tvm 0.18.dev0 documentation</title>
+ <title>tvm.tir.schedule — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/reference/api/python/tir/stmt_functor.html b/docs/reference/api/python/tir/stmt_functor.html
index 5778d2b265..41bd7f27ae 100644
--- a/docs/reference/api/python/tir/stmt_functor.html
+++ b/docs/reference/api/python/tir/stmt_functor.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>tvm.tir.stmt_functor — tvm 0.18.dev0 documentation</title>
+ <title>tvm.tir.stmt_functor — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/reference/api/python/tir/tir.html b/docs/reference/api/python/tir/tir.html
index d0c81b75dc..3c7f76105c 100644
--- a/docs/reference/api/python/tir/tir.html
+++ b/docs/reference/api/python/tir/tir.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>tvm.tir — tvm 0.18.dev0 documentation</title>
+ <title>tvm.tir — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/reference/api/python/tir/transform.html b/docs/reference/api/python/tir/transform.html
index a64ec7c99e..3cdda4270f 100644
--- a/docs/reference/api/python/tir/transform.html
+++ b/docs/reference/api/python/tir/transform.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>tvm.tir.transform — tvm 0.18.dev0 documentation</title>
+ <title>tvm.tir.transform — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
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+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/reference/api/python/topi.html b/docs/reference/api/python/topi.html
index 9f0ffd9b49..216b26eaf8 100644
--- a/docs/reference/api/python/topi.html
+++ b/docs/reference/api/python/topi.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>tvm.topi — tvm 0.18.dev0 documentation</title>
+ <title>tvm.topi — tvm 0.19.dev0 documentation</title>
@@ -172,7 +172,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -182,7 +182,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/reference/api/python/transform.html b/docs/reference/api/python/transform.html
index caed792438..ccc4dcbaa0 100644
--- a/docs/reference/api/python/transform.html
+++ b/docs/reference/api/python/transform.html
@@ -11,7 +11,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>tvm.transform — tvm 0.18.dev0 documentation</title>
+ <title>tvm.transform — tvm 0.19.dev0 documentation</title>
@@ -171,7 +171,7 @@
<input type="checkbox" class="version-toggle-box" hidden id="version-toggle">
<label for="version-toggle" class="version-toggle-label">
<div tabindex="0" class="version version-selector version-selector-show">
- 0.18.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
+ 0.19.dev0 <span class="chevron versions-hidden"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m8 4 8 8-8 8" stroke="#000" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"/></svg></span><span class="chevron versions-shown"><svg fill="none" height="24" viewBox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg"><path d="m4 8 8 8 8-8" stroke="#000" stroke-linecap="round" stroke-linejoin="round [...]
</div>
</label>
<div class="version-details wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
@@ -181,7 +181,7 @@
- <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.18.dev0 (main)</a></div></li>
+ <li><div class="version"><a style="font-size: 0.8em; padding: 4px" href="/">0.19.dev0 (main)</a></div></li>
diff --git a/docs/reference/api/typedoc/classes/ArtifactCache.html b/docs/reference/api/typedoc/classes/ArtifactCache.html
index 4f624e1c29..1b01039ec3 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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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 0383482c26..6ab3f8531a 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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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/7d2fa11bd/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/ab6483581/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 0f910fc2d9..75ce9ad9aa 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/7d2fa11bd/web/src/runtime.ts#L425">runtime.ts:425</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L425">runtime.ts:425</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/7d2fa11bd/web/src/runtime.ts#L433">runtime.ts:433</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L433">runtime.ts:433</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/7d2fa11bd/web/src/runtime.ts#L429">runtime.ts:429</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L429">runtime.ts:429</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/7d2fa11bd/web/src/runtime.ts#L427">runtime.ts:427</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L427">runtime.ts:427</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/7d2fa11bd/web/src/runtime.ts#L431">runtime.ts:431</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L431">runtime.ts:431</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/7d2fa11bd/web/src/runtime.ts#L448">runtime.ts:448</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L448">runtime.ts:448</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="toString" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>to<wbr/>String</span><a href="#toString" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -103,7 +103,7 @@
<li class="tsd-description">
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/7d2fa11bd/web/src/runtime.ts#L439">runtime.ts:439</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L439">runtime.ts:439</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 89a932213d..6a1724fa62 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/7d2fa11bd/web/src/runtime.ts#L365">runtime.ts:365</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L365">runtime.ts:365</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/7d2fa11bd/web/src/runtime.ts#L373">runtime.ts:373</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L373">runtime.ts:373</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/7d2fa11bd/web/src/runtime.ts#L369">runtime.ts:369</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L369">runtime.ts:369</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/7d2fa11bd/web/src/runtime.ts#L367">runtime.ts:367</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L367">runtime.ts:367</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/7d2fa11bd/web/src/runtime.ts#L392">runtime.ts:392</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L392">runtime.ts:392</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/7d2fa11bd/web/src/runtime.ts#L399">runtime.ts:399</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L399">runtime.ts:399</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 666afbca65..9537b3d698 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/7d2fa11bd/web/src/runtime.ts#L1027">runtime.ts:1027</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1027">runtime.ts:1027</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">
@@ -146,24 +146,24 @@ 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/7d2fa11bd/web/src/runtime.ts#L1059">runtime.ts:1059</a></li></ul></aside></li></ul></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1059">runtime.ts:1059</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/7d2fa11bd/web/src/runtime.ts#L1030">runtime.ts:1030</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1030">runtime.ts:1030</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/7d2fa11bd/web/src/runtime.ts#L1029">runtime.ts:1029</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1029">runtime.ts:1029</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/7d2fa11bd/web/src/runtime.ts#L1028">runtime.ts:1028</a></li></ul></aside></section></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1028">runtime.ts:1028</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>
@@ -199,7 +199,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1833">runtime.ts:1833</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1833">runtime.ts:1833</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">
@@ -224,7 +224,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1820">runtime.ts:1820</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1820">runtime.ts:1820</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">
@@ -245,7 +245,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1850">runtime.ts:1850</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1850">runtime.ts:1850</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">
@@ -262,7 +262,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L2087">runtime.ts:2087</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L2087">runtime.ts:2087</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">
@@ -273,7 +273,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1127">runtime.ts:1127</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1127">runtime.ts:1127</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">
@@ -300,7 +300,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1195">runtime.ts:1195</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1195">runtime.ts:1195</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="beginScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>begin<wbr/>Scope</span><a href="#beginScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -310,7 +310,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1154">runtime.ts:1154</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1154">runtime.ts:1154</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="benchmark" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>benchmark</span><a href="#benchmark" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -345,7 +345,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1102">runtime.ts:1102</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1102">runtime.ts:1102</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">
@@ -362,7 +362,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1858">runtime.ts:1858</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1858">runtime.ts:1858</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">
@@ -372,7 +372,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1889">runtime.ts:1889</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1889">runtime.ts:1889</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="concatEmbeddings" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>concat<wbr/>Embeddings</span><a href="#concatEmbeddings" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" 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
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>An NDArray of shape (\sum_{i} {m}, hidden_size)</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/7d2fa11bd/web/src/runtime.ts#L1926">runtime.ts:1926</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1926">runtime.ts:1926</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">
@@ -405,7 +405,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1700">runtime.ts:1700</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1700">runtime.ts:1700</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">
@@ -423,7 +423,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1373">runtime.ts:1373</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1373">runtime.ts:1373</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="detachFromCurrentScope" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>detach<wbr/>From<wbr/>Current<wbr/>Scope</span><a href="#detachFromCurrentScope" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -449,7 +449,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1222">runtime.ts:1222</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1222">runtime.ts:1222</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="device" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>device</span><a href="#device" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -471,7 +471,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1692">runtime.ts:1692</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1692">runtime.ts:1692</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">
@@ -484,7 +484,7 @@ 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/7d2fa11bd/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/ab6483581/web/src/runtime.ts#L1131">runtime.ts:1131</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">
@@ -510,7 +510,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1720">runtime.ts:1720</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1720">runtime.ts:1720</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">
@@ -523,7 +523,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1165">runtime.ts:1165</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1165">runtime.ts:1165</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="fetchNDArrayCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>fetchNDArray<wbr/>Cache</span><a href="#fetchNDArrayCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -557,7 +557,7 @@ a value to parent scope.</p>
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<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/7d2fa11bd/web/src/runtime.ts#L1462">runtime.ts:1462</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1462">runtime.ts:1462</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">
@@ -575,7 +575,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1310">runtime.ts:1310</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1310">runtime.ts:1310</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getParamsFromCache" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Params<wbr/>From<wbr/>Cache</span><a href="#getParamsFromCache" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -596,7 +596,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1401">runtime.ts:1401</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1401">runtime.ts:1401</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="getParamsFromCacheByName" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>get<wbr/>Params<wbr/>From<wbr/>Cache<wbr/>By<wbr/>Name</span><a href="#getParamsFromCacheByName" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -614,7 +614,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1412">runtime.ts:1412</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1412">runtime.ts:1412</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="initWebGPU" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>init<wbr/>WebGPU</span><a href="#initWebGPU" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -631,7 +631,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L2150">runtime.ts:2150</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L2150">runtime.ts:2150</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">
@@ -649,7 +649,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1345">runtime.ts:1345</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1345">runtime.ts:1345</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="listGlobalFuncNames" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>list<wbr/>Global<wbr/>Func<wbr/>Names</span><a href="#listGlobalFuncNames" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -660,7 +660,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1238">runtime.ts:1238</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1238">runtime.ts:1238</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="makeShapeTuple" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>make<wbr/>Shape<wbr/>Tuple</span><a href="#makeShapeTuple" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -678,7 +678,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1960">runtime.ts:1960</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1960">runtime.ts:1960</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">
@@ -696,7 +696,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1951">runtime.ts:1951</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1951">runtime.ts:1951</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">
@@ -716,7 +716,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1902">runtime.ts:1902</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1902">runtime.ts:1902</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">
@@ -741,7 +741,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1208">runtime.ts:1208</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1208">runtime.ts:1208</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="ndarrayCacheClear" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>ndarray<wbr/>Cache<wbr/>Clear</span><a href="#ndarrayCacheClear" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -751,7 +751,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1448">runtime.ts:1448</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1448">runtime.ts:1448</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">
@@ -769,7 +769,7 @@ alive when exit the current scope.</p>
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>The result.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/7d2fa11bd/web/src/runtime.ts#L1421">runtime.ts:1421</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1421">runtime.ts:1421</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">
@@ -787,7 +787,7 @@ alive when exit the current scope.</p>
<h4 class="tsd-returns-title">Returns <a href="NDArray.html" class="tsd-signature-type tsd-kind-class">NDArray</a></h4><p>The result.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/7d2fa11bd/web/src/runtime.ts#L1430">runtime.ts:1430</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1430">runtime.ts:1430</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">
@@ -810,7 +810,7 @@ alive when exit the current scope.</p>
<h5><span class="tsd-kind-parameter">override</span>: <span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> = false</span></h5></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/7d2fa11bd/web/src/runtime.ts#L1439">runtime.ts:1439</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1439">runtime.ts:1439</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">
@@ -838,7 +838,7 @@ These functions contains explicit continuation</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/7d2fa11bd/web/src/runtime.ts#L2060">runtime.ts:2060</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L2060">runtime.ts:2060</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">
@@ -877,7 +877,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L2041">runtime.ts:2041</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L2041">runtime.ts:2041</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">
@@ -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/7d2fa11bd/web/src/runtime.ts#L1277">runtime.ts:1277</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1277">runtime.ts:1277</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerInitProgressCallback" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Init<wbr/>Progress<wbr/>Callback</span><a href="#registerInitProgressCallback" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -917,7 +917,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1390">runtime.ts:1390</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1390">runtime.ts:1390</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="registerObjectConstructor" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>register<wbr/>Object<wbr/>Constructor</span><a href="#registerObjectConstructor" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -942,7 +942,7 @@ 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/7d2fa11bd/web/src/runtime.ts#L1997">runtime.ts:1997</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1997">runtime.ts:1997</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">
@@ -952,7 +952,7 @@ The wasm needs to be compiled with Asynctify</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/7d2fa11bd/web/src/runtime.ts#L1143">runtime.ts:1143</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1143">runtime.ts:1143</a></li></ul></aside></li></ul></section>
<section class="tsd-panel tsd-member"><a id="sampleTopPFromLogits" class="tsd-anchor"></a>
<h3 class="tsd-anchor-link"><span>sample<wbr/>TopPFrom<wbr/>Logits</span><a href="#sampleTopPFromLogits" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
<ul class="tsd-signatures">
@@ -978,7 +978,7 @@ The wasm needs to be compiled with Asynctify</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The sampled index.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/7d2fa11bd/web/src/runtime.ts#L1799">runtime.ts:1799</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1799">runtime.ts:1799</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">
@@ -1000,7 +1000,7 @@ The wasm needs to be compiled with Asynctify</p>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><p>The sampled index.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/7d2fa11bd/web/src/runtime.ts#L1810">runtime.ts:1810</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1810">runtime.ts:1810</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">
@@ -1022,7 +1022,7 @@ The wasm needs to be compiled with Asynctify</p>
<h4 class="tsd-returns-title">Returns <a href="Scalar.html" class="tsd-signature-type tsd-kind-class">Scalar</a></h4><p>The created scalar.</p>
<aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/7d2fa11bd/web/src/runtime.ts#L1682">runtime.ts:1682</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L1682">runtime.ts:1682</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">
@@ -1052,7 +1052,7 @@ Allocate new temporary space from the stack if necessary.</p>
</div></li></ul></div>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
<ul>
-<li>Defined in <a href="https://github.com/apache/tvm/blob/7d2fa11bd/web/src/runtime.ts#L2300">runtime.ts:2300</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/apache/tvm/blob/ab6483581/web/src/runtime.ts#L2300">runtime.ts:2300</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">
@@ -1067,7 +1067,7 @@ 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/7d2fa11bd/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/ab6483581/web/src/runtime.ts#L1787">runtime.ts:1787</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">
@@ -1084,7 +1084,7 @@ Allocate new temporary space from the stack if necessary.</p>
</div></li></ul></div>
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