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Posted to commits@tvm.apache.org by tq...@apache.org on 2025/06/06 04:50:06 UTC
(tvm-site) branch asf-site updated: deploying docs (apache/tvm@aee96e64b576da4806e5dec563116fd1258fdd29)
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tqchen pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/tvm-site.git
The following commit(s) were added to refs/heads/asf-site by this push:
new 1737f1785a deploying docs (apache/tvm@aee96e64b576da4806e5dec563116fd1258fdd29)
1737f1785a is described below
commit 1737f1785a3499f8874efdfd59032a512b49ea4b
Author: tvm-bot <95...@users.noreply.github.com>
AuthorDate: Fri Jun 6 04:49:58 2025 +0000
deploying docs (apache/tvm@aee96e64b576da4806e5dec563116fd1258fdd29)
---
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diff --git a/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip b/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip
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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 ae512249d1..bf7dd4a43f 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
@@ -6,7 +6,7 @@
Computation times
=================
-**00:00.208** total execution time for 2 files **from deep_dive/relax/tutorials**:
+**00:00.218** total execution time for 2 files **from deep_dive/relax/tutorials**:
.. container::
@@ -33,8 +33,8 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_creation.py` (``relax_creation.py``)
- - 00:00.130
+ - 00:00.138
- 0.0
* - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` (``relax_transformation.py``)
- - 00:00.078
+ - 00:00.080
- 0.0
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 31cb928904..60ed9bb54d 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
@@ -6,7 +6,7 @@
Computation times
=================
-**00:00.519** total execution time for 2 files **from deep_dive/tensor_ir/tutorials**:
+**00:00.539** total execution time for 2 files **from deep_dive/tensor_ir/tutorials**:
.. container::
@@ -33,8 +33,8 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_transformation.py` (``tir_transformation.py``)
- - 00:00.322
+ - 00:00.336
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` (``tir_creation.py``)
- - 00:00.197
+ - 00:00.203
- 0.0
diff --git a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_creation.rst.txt b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_creation.rst.txt
index feaaae298f..6a0495213c 100644
--- a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_creation.rst.txt
+++ b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_creation.rst.txt
@@ -325,17 +325,17 @@ Now let's check the runtime dynamic shape inference:
.. code-block:: none
- [[1.0585587 0.5053488 0.6472683 0.4464639 ]
- [1.3179033 0.79088676 1.2286781 0.80740875]
- [1.7523264 1.0095018 1.2550112 0.875922 ]
- [1.0754207 0.66259557 0.89254117 0.6133907 ]]
- [[35.39042 30.729952 34.114403 ... 32.95164 33.577324 36.168434]
- [32.73127 30.689198 33.25699 ... 29.88243 33.942066 33.19719 ]
- [33.806793 28.966412 32.45335 ... 32.607937 31.989212 33.992924]
+ [[1.552636 1.2424605 1.2282251 1.2418325]
+ [1.5787373 1.0356393 1.1176729 1.5763671]
+ [1.8118303 1.1269057 1.376683 1.3738716]
+ [1.1837755 0.5406725 1.0317949 0.6285887]]
+ [[28.995945 29.134588 29.58798 ... 30.985327 33.45506 27.95982 ]
+ [30.459484 30.022148 33.23037 ... 32.457275 36.10769 29.736526]
+ [28.999683 28.238897 28.660303 ... 30.905228 33.090256 29.59005 ]
...
- [36.318012 30.461742 34.865337 ... 34.73911 33.969658 35.981102]
- [38.37524 35.809677 36.90458 ... 35.19222 35.60835 37.925465]
- [34.39496 28.855164 33.998657 ... 32.552742 31.74292 33.395885]]
+ [31.691164 30.68543 32.276577 ... 31.810183 35.932545 32.16788 ]
+ [27.5446 25.593685 26.686647 ... 28.702837 32.697556 25.006868]
+ [29.977009 28.143251 27.4492 ... 30.699831 31.808825 27.496477]]
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 23d00017dc..a7b901141b 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)
- 2.2295 2.2295 2.2295 2.2295 0.0000
+ 2.3029 2.3029 2.3029 2.3029 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)
- 0.8477 0.8477 0.8477 0.8477 0.0000
+ 0.8758 0.8758 0.8758 0.8758 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)
- 0.3190 0.3190 0.3190 0.3190 0.0000
+ 0.3347 0.3347 0.3347 0.3347 0.0000
diff --git a/docs/_sources/get_started/tutorials/ir_module.rst.txt b/docs/_sources/get_started/tutorials/ir_module.rst.txt
index 5146060bb2..49f06ee4e3 100644
--- a/docs/_sources/get_started/tutorials/ir_module.rst.txt
+++ b/docs/_sources/get_started/tutorials/ir_module.rst.txt
@@ -698,8 +698,8 @@ We can deploy the IRModule on CPU by specifying the target as ``llvm``.
.. code-block:: none
- [[-0.10113848 -0.02156013 0.06799516 -0.03002762 0.27784702 -0.14156556
- 0.04629938 0.06682016 -0.04302473 -0.02584228]]
+ [[ 0.14325127 0.17829657 -0.05795652 0.12824501 0.02513662 -0.02061225
+ -0.09277098 -0.11628885 0.27643993 -0.01265126]]
@@ -765,8 +765,8 @@ Now we can compile the IRModule on GPU, the similar way as we did on CPU.
.. code-block:: none
- [[-0.10113845 -0.02156015 0.06799515 -0.0300276 0.27784687 -0.14156553
- 0.04629938 0.06682017 -0.04302471 -0.02584217]]
+ [[ 0.14325136 0.17829666 -0.05795652 0.12824504 0.02513662 -0.02061225
+ -0.09277096 -0.11628888 0.27643988 -0.01265126]]
diff --git a/docs/_sources/get_started/tutorials/quick_start.rst.txt b/docs/_sources/get_started/tutorials/quick_start.rst.txt
index b0f5518962..3c1a58e828 100644
--- a/docs/_sources/get_started/tutorials/quick_start.rst.txt
+++ b/docs/_sources/get_started/tutorials/quick_start.rst.txt
@@ -230,8 +230,8 @@ different devices.
.. code-block:: none
- [[24112.953 25245.166 24283.736 21945.828 25340.98 25693.152 23380.145
- 26501.664 24967.342 23986.555]]
+ [[25390.11 25290.19 24550.81 25042.844 24011.8 23468.896 24701.209
+ 25272.217 24799.438 23759.348]]
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 48f8d20c9a..d51ff28f42 100644
--- a/docs/_sources/get_started/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/get_started/tutorials/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
Computation times
=================
-**00:08.510** total execution time for 2 files **from get_started/tutorials**:
+**00:08.565** total execution time for 2 files **from get_started/tutorials**:
.. container::
@@ -33,8 +33,8 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_get_started_tutorials_ir_module.py` (``ir_module.py``)
- - 00:08.314
+ - 00:08.363
- 0.0
* - :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``quick_start.py``)
- - 00:00.197
+ - 00:00.202
- 0.0
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 6b1425340f..e4041cb2eb 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
- 1.196e-07 secs/op
+ 1.245e-07 secs/op
diff --git a/docs/_sources/how_to/tutorials/customize_opt.rst.txt b/docs/_sources/how_to/tutorials/customize_opt.rst.txt
index 006e46d68a..8f7a8a1dc9 100644
--- a/docs/_sources/how_to/tutorials/customize_opt.rst.txt
+++ b/docs/_sources/how_to/tutorials/customize_opt.rst.txt
@@ -420,8 +420,8 @@ We can build and deploy the optimized model to the TVM runtime.
.. code-block:: none
- [[28172.615 25891.36 25906.611 24261.762 24935.062 26829.121 26174.773
- 26728.355 25515.467 26238.846]]
+ [[25261.04 24290.51 24982.227 22849.57 23268.895 24786.717 25503.764
+ 25945.586 25228.746 24717.5 ]]
diff --git a/docs/_sources/how_to/tutorials/e2e_opt_model.rst.txt b/docs/_sources/how_to/tutorials/e2e_opt_model.rst.txt
index b13248bac1..f58bce6e73 100644
--- a/docs/_sources/how_to/tutorials/e2e_opt_model.rst.txt
+++ b/docs/_sources/how_to/tutorials/e2e_opt_model.rst.txt
@@ -59,7 +59,7 @@ PyTorch.
.. code-block:: none
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] 36%|███▌ | 15.9M/44.7M [00:00<00:00, 166MB/s] 89%|████████▉ | 39.8M/44.7M [00:00<00:00, 215MB/s] 100%|██████████| 44.7M/44.7M [00:00<00:00, 211MB/s]
+ 0%| | 0.00/44.7M [00:00<?, ?B/s] 34%|███▍ | 15.2M/44.7M [00:00<00:00, 159MB/s] 85%|████████▌ | 38.1M/44.7M [00:00<00:00, 206MB/s] 100%|██████████| 44.7M/44.7M [00:00<00:00, 204MB/s]
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 de5f60618b..e30e6d700a 100644
--- a/docs/_sources/how_to/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/tutorials/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
Computation times
=================
-**00:57.308** total execution time for 4 files **from how_to/tutorials**:
+**00:59.523** total execution time for 4 files **from how_to/tutorials**:
.. container::
@@ -33,14 +33,14 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` (``optimize_llm.py``)
- - 00:55.433
+ - 00:57.604
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``customize_opt.py``)
- - 00:01.080
+ - 00:01.069
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``e2e_opt_model.py``)
- - 00:00.599
+ - 00:00.619
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``)
- - 00:00.196
+ - 00:00.230
- 0.0
diff --git a/docs/_sources/sg_execution_times.rst.txt b/docs/_sources/sg_execution_times.rst.txt
index 5d725adee5..da5eabee77 100644
--- a/docs/_sources/sg_execution_times.rst.txt
+++ b/docs/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
Computation times
=================
-**01:06.546** total execution time for 10 files **from all galleries**:
+**01:08.845** total execution time for 10 files **from all galleries**:
.. container::
@@ -33,32 +33,32 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` (``../how_to/tutorials/optimize_llm.py``)
- - 00:55.433
+ - 00:57.604
- 0.0
* - :ref:`sphx_glr_get_started_tutorials_ir_module.py` (``../get_started/tutorials/ir_module.py``)
- - 00:08.314
+ - 00:08.363
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``../how_to/tutorials/customize_opt.py``)
- - 00:01.080
+ - 00:01.069
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``../how_to/tutorials/e2e_opt_model.py``)
- - 00:00.599
+ - 00:00.619
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_transformation.py` (``../deep_dive/tensor_ir/tutorials/tir_transformation.py``)
- - 00:00.322
+ - 00:00.336
+ - 0.0
+ * - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``../how_to/tutorials/cross_compilation_and_rpc.py``)
+ - 00:00.230
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` (``../deep_dive/tensor_ir/tutorials/tir_creation.py``)
- - 00:00.197
+ - 00:00.203
- 0.0
* - :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``../get_started/tutorials/quick_start.py``)
- - 00:00.197
- - 0.0
- * - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``../how_to/tutorials/cross_compilation_and_rpc.py``)
- - 00:00.196
+ - 00:00.202
- 0.0
* - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_creation.py` (``../deep_dive/relax/tutorials/relax_creation.py``)
- - 00:00.130
+ - 00:00.138
- 0.0
* - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` (``../deep_dive/relax/tutorials/relax_transformation.py``)
- - 00:00.078
+ - 00:00.080
- 0.0
diff --git a/docs/commit_hash b/docs/commit_hash
index 77ac0c5089..0dda6e2625 100644
--- a/docs/commit_hash
+++ b/docs/commit_hash
@@ -1 +1 @@
-76946b4575828d32c53167984f7fcfe976c76834
+aee96e64b576da4806e5dec563116fd1258fdd29
diff --git a/docs/deep_dive/relax/tutorials/relax_creation.html b/docs/deep_dive/relax/tutorials/relax_creation.html
index ad7b5440ab..3d9c8bdac5 100644
--- a/docs/deep_dive/relax/tutorials/relax_creation.html
+++ b/docs/deep_dive/relax/tutorials/relax_creation.html
@@ -197,22 +197,10 @@
<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"><a class="reference internal" href="../../tensor_ir/index.html">TensorIR</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="../index.html">Relax</a><ul class="current">
-<li class="toctree-l2"><a class="reference internal" href="../abstraction.html">Graph Abstraction for ML Models</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../learning.html">Understand Relax Abstraction</a></li>
-<li class="toctree-l2 current"><a class="current reference internal" href="#">Relax Creation</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="#create-relax-programs-using-tvmscript">Create Relax programs using TVMScript</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#create-relax-programs-using-nnmodule-api">Create Relax programs using NNModule API</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#create-relax-programs-using-block-builder-api">Create Relax programs using Block Builder API</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#summary">Summary</a></li>
-</ul>
-</li>
-<li class="toctree-l2"><a class="reference internal" href="relax_transformation.html">Transformation</a></li>
-</ul>
-</li>
+<li class="toctree-l1"><a class="reference internal" href="../index.html">Relax</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">API Reference</span></p>
<ul>
diff --git a/docs/deep_dive/relax/tutorials/relax_transformation.html b/docs/deep_dive/relax/tutorials/relax_transformation.html
index a735800898..9dc7302205 100644
--- a/docs/deep_dive/relax/tutorials/relax_transformation.html
+++ b/docs/deep_dive/relax/tutorials/relax_transformation.html
@@ -197,21 +197,10 @@
<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"><a class="reference internal" href="../../tensor_ir/index.html">TensorIR</a></li>
-<li class="toctree-l1 current"><a class="reference internal" href="../index.html">Relax</a><ul class="current">
-<li class="toctree-l2"><a class="reference internal" href="../abstraction.html">Graph Abstraction for ML Models</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../learning.html">Understand Relax Abstraction</a></li>
-<li class="toctree-l2"><a class="reference internal" href="relax_creation.html">Relax 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="#apply-transformations">Apply transformations</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#custom-passes">Custom Passes</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#summary">Summary</a></li>
-</ul>
-</li>
-</ul>
-</li>
+<li class="toctree-l1"><a class="reference internal" href="../index.html">Relax</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">API Reference</span></p>
<ul>
diff --git a/docs/deep_dive/relax/tutorials/sg_execution_times.html b/docs/deep_dive/relax/tutorials/sg_execution_times.html
index f22c1c7a62..efd8182ae5 100644
--- a/docs/deep_dive/relax/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/relax/tutorials/sg_execution_times.html
@@ -299,7 +299,7 @@
<section id="computation-times">
<span id="sphx-glr-deep-dive-relax-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading"></a></h1>
-<p><strong>00:00.208</strong> total execution time for 2 files <strong>from deep_dive/relax/tutorials</strong>:</p>
+<p><strong>00:00.218</strong> total execution time for 2 files <strong>from deep_dive/relax/tutorials</strong>:</p>
<div class="docutils container">
<style scoped>
<link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -321,11 +321,11 @@ $(document).ready( function () {
</thead>
<tbody>
<tr class="row-even"><td><p><a class="reference internal" href="relax_creation.html#sphx-glr-deep-dive-relax-tutorials-relax-creation-py"><span class="std std-ref">Relax Creation</span></a> (<code class="docutils literal notranslate"><span class="pre">relax_creation.py</span></code>)</p></td>
-<td><p>00:00.130</p></td>
+<td><p>00:00.138</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="relax_transformation.html#sphx-glr-deep-dive-relax-tutorials-relax-transformation-py"><span class="std std-ref">Transformation</span></a> (<code class="docutils literal notranslate"><span class="pre">relax_transformation.py</span></code>)</p></td>
-<td><p>00:00.078</p></td>
+<td><p>00:00.080</p></td>
<td><p>0.0</p></td>
</tr>
</tbody>
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 4e56f49cd9..302e0eb02b 100644
--- a/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
@@ -299,7 +299,7 @@
<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="Link to this heading"></a></h1>
-<p><strong>00:00.519</strong> total execution time for 2 files <strong>from deep_dive/tensor_ir/tutorials</strong>:</p>
+<p><strong>00:00.539</strong> total execution time for 2 files <strong>from deep_dive/tensor_ir/tutorials</strong>:</p>
<div class="docutils container">
<style scoped>
<link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -321,11 +321,11 @@ $(document).ready( function () {
</thead>
<tbody>
<tr class="row-even"><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>
-<td><p>00:00.322</p></td>
+<td><p>00:00.336</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-odd"><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>00:00.197</p></td>
+<td><p>00:00.203</p></td>
<td><p>0.0</p></td>
</tr>
</tbody>
diff --git a/docs/deep_dive/tensor_ir/tutorials/tir_creation.html b/docs/deep_dive/tensor_ir/tutorials/tir_creation.html
index 1541829483..e2e64c9e4f 100644
--- a/docs/deep_dive/tensor_ir/tutorials/tir_creation.html
+++ b/docs/deep_dive/tensor_ir/tutorials/tir_creation.html
@@ -497,17 +497,17 @@ be used to ascertain the shape and data type of a TensorIR.</p>
<span class="nb">print</span><span class="p">(</span><span class="n">evaluate_dynamic_shape</span><span class="p">(</span><span class="n">dyn_shape_lib</span><span class="p">,</span> <span class="n">m</span><span class="o">=</span><span class="mi">64</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">64</span><span class="p">,</span> <a href="../../../reference/api/python/tir/tir.html#tvm.tir.IterVar" title="tvm.tir.IterVar" class="sphx-glr-ba [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[1.0585587 0.5053488 0.6472683 0.4464639 ]
- [1.3179033 0.79088676 1.2286781 0.80740875]
- [1.7523264 1.0095018 1.2550112 0.875922 ]
- [1.0754207 0.66259557 0.89254117 0.6133907 ]]
-[[35.39042 30.729952 34.114403 ... 32.95164 33.577324 36.168434]
- [32.73127 30.689198 33.25699 ... 29.88243 33.942066 33.19719 ]
- [33.806793 28.966412 32.45335 ... 32.607937 31.989212 33.992924]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[1.552636 1.2424605 1.2282251 1.2418325]
+ [1.5787373 1.0356393 1.1176729 1.5763671]
+ [1.8118303 1.1269057 1.376683 1.3738716]
+ [1.1837755 0.5406725 1.0317949 0.6285887]]
+[[28.995945 29.134588 29.58798 ... 30.985327 33.45506 27.95982 ]
+ [30.459484 30.022148 33.23037 ... 32.457275 36.10769 29.736526]
+ [28.999683 28.238897 28.660303 ... 30.905228 33.090256 29.59005 ]
...
- [36.318012 30.461742 34.865337 ... 34.73911 33.969658 35.981102]
- [38.37524 35.809677 36.90458 ... 35.19222 35.60835 37.925465]
- [34.39496 28.855164 33.998657 ... 32.552742 31.74292 33.395885]]
+ [31.691164 30.68543 32.276577 ... 31.810183 35.932545 32.16788 ]
+ [27.5446 25.593685 26.686647 ... 28.702837 32.697556 25.006868]
+ [29.977009 28.143251 27.4492 ... 30.699831 31.808825 27.496477]]
</pre></div>
</div>
</section>
diff --git a/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html b/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
index b97d0f968b..307090f983 100644
--- a/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
+++ b/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
@@ -376,7 +376,7 @@ 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)
- 2.2295 2.2295 2.2295 2.2295 0.0000
+ 2.3029 2.3029 2.3029 2.3029 0.0000
</pre></div>
</div>
<section id="initialization-schedule">
@@ -472,7 +472,7 @@ class Module:
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.8477 0.8477 0.8477 0.8477 0.0000
+ 0.8758 0.8758 0.8758 0.8758 0.0000
</pre></div>
</div>
</section>
@@ -566,7 +566,7 @@ class Module:
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.3190 0.3190 0.3190 0.3190 0.0000
+ 0.3347 0.3347 0.3347 0.3347 0.0000
</pre></div>
</div>
</section>
diff --git a/docs/genindex.html b/docs/genindex.html
index 3b8f67c61a..25c92207ac 100644
--- a/docs/genindex.html
+++ b/docs/genindex.html
@@ -1762,8 +1762,6 @@
<li><a href="reference/api/python/tir/schedule.html#tvm.tir.schedule.Schedule.get_consumers">get_consumers() (tvm.tir.schedule.Schedule method)</a>
</li>
<li><a href="reference/api/python/contrib.html#tvm.contrib.nvcc.get_cuda_version">get_cuda_version() (in module tvm.contrib.nvcc)</a>
-</li>
- <li><a href="reference/api/python/transform.html#tvm.transform.PassContext.get_current_trace">get_current_trace() (tvm.transform.PassContext method)</a>
</li>
<li><a href="reference/api/python/tir/schedule.html#tvm.tir.schedule.Trace.get_decision">get_decision() (tvm.tir.schedule.Trace method)</a>
</li>
@@ -1850,12 +1848,6 @@
<li><a href="reference/api/python/tir/tir.html#tvm.tir.get_tir_pipeline">get_tir_pipeline() (in module tvm.tir)</a>
</li>
<li><a href="reference/api/python/meta_schedule.html#tvm.meta_schedule.Database.get_top_k">get_top_k() (tvm.meta_schedule.Database method)</a>
-</li>
- <li><a href="reference/api/python/transform.html#tvm.transform.PassContext.get_trace_stack">get_trace_stack() (tvm.transform.PassContext method)</a>
-</li>
- <li><a href="reference/api/python/transform.html#tvm.transform.PassContext.get_trace_stack_size">get_trace_stack_size() (tvm.transform.PassContext method)</a>
-</li>
- <li><a href="reference/api/python/transform.html#tvm.transform.PassContext.get_tuning_api_database">get_tuning_api_database() (tvm.transform.PassContext method)</a>
</li>
<li><a href="reference/api/python/relax/block_builder.html#tvm.relax.block_builder.BlockBuilder.get_unique_name">get_unique_name() (tvm.relax.block_builder.BlockBuilder method)</a>
</li>
@@ -1982,8 +1974,6 @@
<li><a href="reference/api/python/topi.html#tvm.topi.nn.Workload.in_dtype">in_dtype (tvm.topi.nn.Workload attribute)</a>
</li>
<li><a href="reference/api/python/topi.html#tvm.topi.nn.Workload.in_filter">in_filter (tvm.topi.nn.Workload attribute)</a>
-</li>
- <li><a href="reference/api/python/transform.html#tvm.transform.PassContext.inc_num_evals">inc_num_evals() (tvm.transform.PassContext method)</a>
</li>
<li><a href="reference/api/python/tir/tir.html#tvm.tir.Layout.index_of">index_of() (tvm.tir.Layout method)</a>
</li>
@@ -2901,8 +2891,6 @@
<li><a href="reference/api/python/topi.html#tvm.topi.nn.pool_grad">pool_grad() (in module tvm.topi.nn)</a>
</li>
<li><a href="reference/api/python/tir/schedule.html#tvm.tir.schedule.Trace.pop">pop() (tvm.tir.schedule.Trace method)</a>
-</li>
- <li><a href="reference/api/python/transform.html#tvm.transform.PassContext.pop_trace">pop_trace() (tvm.transform.PassContext method)</a>
</li>
<li><a href="reference/api/python/te.html#tvm.te.popcount">popcount() (in module tvm.te)</a>
@@ -3023,8 +3011,6 @@
<li><a href="reference/api/python/tir/tir.html#tvm.tir.ptx_wait_barrier">ptx_wait_barrier() (in module tvm.tir)</a>
</li>
<li><a href="reference/api/python/tir/tir.html#tvm.tir.ptx_wait_group">ptx_wait_group() (in module tvm.tir)</a>
-</li>
- <li><a href="reference/api/python/transform.html#tvm.transform.PassContext.push_trace">push_trace() (tvm.transform.PassContext method)</a>
</li>
<li><a href="reference/api/python/relax/relax.html#tvm.relax.PyExprMutator">PyExprMutator (class in tvm.relax)</a>
</li>
@@ -3389,8 +3375,6 @@
</li>
</ul></li>
<li><a href="reference/api/python/contrib.html#tvm.contrib.utils.TempDirectory.set_keep_for_debug">set_keep_for_debug() (tvm.contrib.utils.TempDirectory class method)</a>
-</li>
- <li><a href="reference/api/python/transform.html#tvm.transform.PassContext.set_num_evals">set_num_evals() (tvm.transform.PassContext method)</a>
</li>
<li><a href="reference/api/python/ir.html#tvm.ir.Op.set_num_inputs">set_num_inputs() (tvm.ir.Op method)</a>
</li>
@@ -3460,8 +3444,6 @@
</li>
<li><a href="reference/api/python/topi.html#tvm.topi.nn.simulated_quantize">simulated_quantize() (in module tvm.topi.nn)</a>
</li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.sin">sin() (in module tvm.relax.op)</a>
<ul>
@@ -3470,6 +3452,8 @@
<li><a href="reference/api/python/tir/tir.html#tvm.tir.sin">(in module tvm.tir)</a>
</li>
</ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.sinh">sinh() (in module tvm.relax.op)</a>
<ul>
diff --git a/docs/get_started/tutorials/ir_module.html b/docs/get_started/tutorials/ir_module.html
index 122449c2ea..697318eb26 100644
--- a/docs/get_started/tutorials/ir_module.html
+++ b/docs/get_started/tutorials/ir_module.html
@@ -819,8 +819,8 @@ backends.</p>
<span class="nb">print</span><span class="p">(</span><span class="n">cpu_out</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[-0.10113848 -0.02156013 0.06799516 -0.03002762 0.27784702 -0.14156556
- 0.04629938 0.06682016 -0.04302473 -0.02584228]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[ 0.14325127 0.17829657 -0.05795652 0.12824501 0.02513662 -0.02061225
+ -0.09277098 -0.11628885 0.27643993 -0.01265126]]
</pre></div>
</div>
</section>
@@ -854,8 +854,8 @@ the details of <code class="docutils literal notranslate"><span class="pre">DLig
<span class="k">assert</span> <span class="n">np</span><span class="o">.</span><span class="n">allclose</span><span class="p">(</span><span class="n">cpu_out</span><span class="p">,</span> <span class="n">gpu_out</span><span class="p">,</span> <span class="n">atol</span><span class="o">=</span><span class="mf">1e-3</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[-0.10113845 -0.02156015 0.06799515 -0.0300276 0.27784687 -0.14156553
- 0.04629938 0.06682017 -0.04302471 -0.02584217]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[ 0.14325136 0.17829666 -0.05795652 0.12824504 0.02513662 -0.02061225
+ -0.09277096 -0.11628888 0.27643988 -0.01265126]]
</pre></div>
</div>
</section>
diff --git a/docs/get_started/tutorials/quick_start.html b/docs/get_started/tutorials/quick_start.html
index 8daa1d0fcb..fd3dba3597 100644
--- a/docs/get_started/tutorials/quick_start.html
+++ b/docs/get_started/tutorials/quick_start.html
@@ -465,8 +465,8 @@ different devices.</p>
<span class="nb">print</span><span class="p">(</span><a href="../../reference/api/python/runtime/relax_vm.html#tvm.runtime.relax_vm.VirtualMachine" title="tvm.runtime.relax_vm.VirtualMachine" class="sphx-glr-backref-module-tvm-runtime-relax_vm sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">vm</span></a><span class="p">[</span><span class="s2">"forward"</span><span class="p">](</span><span class="n">tvm_data</span><span class="p">,</span> <span class=" [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[24112.953 25245.166 24283.736 21945.828 25340.98 25693.152 23380.145
- 26501.664 24967.342 23986.555]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[25390.11 25290.19 24550.81 25042.844 24011.8 23468.896 24701.209
+ 25272.217 24799.438 23759.348]]
</pre></div>
</div>
<p>Our goal is to bring machine learning to the application with any language of interest,
diff --git a/docs/get_started/tutorials/sg_execution_times.html b/docs/get_started/tutorials/sg_execution_times.html
index 9ea3272e43..dd49c6c6ba 100644
--- a/docs/get_started/tutorials/sg_execution_times.html
+++ b/docs/get_started/tutorials/sg_execution_times.html
@@ -299,7 +299,7 @@
<section id="computation-times">
<span id="sphx-glr-get-started-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading"></a></h1>
-<p><strong>00:08.510</strong> total execution time for 2 files <strong>from get_started/tutorials</strong>:</p>
+<p><strong>00:08.565</strong> total execution time for 2 files <strong>from get_started/tutorials</strong>:</p>
<div class="docutils container">
<style scoped>
<link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -321,11 +321,11 @@ $(document).ready( function () {
</thead>
<tbody>
<tr class="row-even"><td><p><a class="reference internal" href="ir_module.html#sphx-glr-get-started-tutorials-ir-module-py"><span class="std std-ref">IRModule</span></a> (<code class="docutils literal notranslate"><span class="pre">ir_module.py</span></code>)</p></td>
-<td><p>00:08.314</p></td>
+<td><p>00:08.363</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="quick_start.html#sphx-glr-get-started-tutorials-quick-start-py"><span class="std std-ref">Quick Start</span></a> (<code class="docutils literal notranslate"><span class="pre">quick_start.py</span></code>)</p></td>
-<td><p>00:00.197</p></td>
+<td><p>00:00.202</p></td>
<td><p>0.0</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/tutorials/cross_compilation_and_rpc.html b/docs/how_to/tutorials/cross_compilation_and_rpc.html
index 4559519534..8d9363d336 100644
--- a/docs/how_to/tutorials/cross_compilation_and_rpc.html
+++ b/docs/how_to/tutorials/cross_compilation_and_rpc.html
@@ -480,7 +480,7 @@ 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>1.196e-07 secs/op
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>1.245e-07 secs/op
</pre></div>
</div>
</section>
diff --git a/docs/how_to/tutorials/customize_opt.html b/docs/how_to/tutorials/customize_opt.html
index 8585c56287..6cd14aecdb 100644
--- a/docs/how_to/tutorials/customize_opt.html
+++ b/docs/how_to/tutorials/customize_opt.html
@@ -614,8 +614,8 @@ pushing the performance to the limit. The current optimization may not be the be
<span class="nb">print</span><span class="p">(</span><span class="n">gpu_out</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[28172.615 25891.36 25906.611 24261.762 24935.062 26829.121 26174.773
- 26728.355 25515.467 26238.846]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[25261.04 24290.51 24982.227 22849.57 23268.895 24786.717 25503.764
+ 25945.586 25228.746 24717.5 ]]
</pre></div>
</div>
</section>
diff --git a/docs/how_to/tutorials/e2e_opt_model.html b/docs/how_to/tutorials/e2e_opt_model.html
index 7aefe63b7b..b9527d0074 100644
--- a/docs/how_to/tutorials/e2e_opt_model.html
+++ b/docs/how_to/tutorials/e2e_opt_model.html
@@ -336,9 +336,9 @@ PyTorch.</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading: "https://download.pytorch.org/models/resnet18-f37072fd.pth" to /workspace/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth
0%| | 0.00/44.7M [00:00<?, ?B/s]
- 36%|███▌ | 15.9M/44.7M [00:00<00:00, 166MB/s]
- 89%|████████▉ | 39.8M/44.7M [00:00<00:00, 215MB/s]
-100%|██████████| 44.7M/44.7M [00:00<00:00, 211MB/s]
+ 34%|███▍ | 15.2M/44.7M [00:00<00:00, 159MB/s]
+ 85%|████████▌ | 38.1M/44.7M [00:00<00:00, 206MB/s]
+100%|██████████| 44.7M/44.7M [00:00<00:00, 204MB/s]
</pre></div>
</div>
</section>
diff --git a/docs/how_to/tutorials/sg_execution_times.html b/docs/how_to/tutorials/sg_execution_times.html
index c4651cde28..799c317a50 100644
--- a/docs/how_to/tutorials/sg_execution_times.html
+++ b/docs/how_to/tutorials/sg_execution_times.html
@@ -299,7 +299,7 @@
<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="Link to this heading"></a></h1>
-<p><strong>00:57.308</strong> total execution time for 4 files <strong>from how_to/tutorials</strong>:</p>
+<p><strong>00:59.523</strong> total execution time for 4 files <strong>from how_to/tutorials</strong>:</p>
<div class="docutils container">
<style scoped>
<link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -321,19 +321,19 @@ $(document).ready( function () {
</thead>
<tbody>
<tr class="row-even"><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>00:55.433</p></td>
+<td><p>00:57.604</p></td>
<td><p>0.0</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>00:01.080</p></td>
+<td><p>00:01.069</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="e2e_opt_model.html#sphx-glr-how-to-tutorials-e2e-opt-model-py"><span class="std std-ref">End-to-End Optimize Model</span></a> (<code class="docutils literal notranslate"><span class="pre">e2e_opt_model.py</span></code>)</p></td>
-<td><p>00:00.599</p></td>
+<td><p>00:00.619</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="cross_compilation_and_rpc.html#sphx-glr-how-to-tutorials-cross-compilation-and-rpc-py"><span class="std std-ref">Cross Compilation and RPC</span></a> (<code class="docutils literal notranslate"><span class="pre">cross_compilation_and_rpc.py</span></code>)</p></td>
-<td><p>00:00.196</p></td>
+<td><p>00:00.230</p></td>
<td><p>0.0</p></td>
</tr>
</tbody>
diff --git a/docs/objects.inv b/docs/objects.inv
index db9fb47116..a5b0fbdf9c 100644
Binary files a/docs/objects.inv and b/docs/objects.inv differ
diff --git a/docs/reference/api/doxygen/annotated.html b/docs/reference/api/doxygen/annotated.html
index e0e11a89d8..b8a1a45213 100644
--- a/docs/reference/api/doxygen/annotated.html
+++ b/docs/reference/api/doxygen/annotated.html
@@ -444,25 +444,14 @@ $(function() {
<tr id="row_1_6_198_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relax_1_1StructInfoMutator.html" target="_self">StructInfoMutator</a></td><td class="desc"><a class="el" href="classtvm_1_1relax_1_1StructInfoMutator.html" title="StructInfoMutator that mutates struct info.">StructInfoMutator</a> that mutates struct info </td></tr>
<tr id="row_1_6_199_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html" target="_self">MatchResultNode</a></td><td class="desc"></td></tr>
<tr id="row_1_6_200_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relax_1_1MatchResult.html" target="_self">MatchResult</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html">MatchResultNode</a> </td></tr>
-<tr id="row_1_6_201_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relax_1_1ChoiceNode.html" target="_self">ChoiceNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relax_1_1Choice.html" title="Managed reference to ChoiceNode.">Choice</a> manages a set of keys for transformation and constraint functions </td></tr>
-<tr id="row_1_6_202_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relax_1_1Choice.html" target="_self">Choice</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1relax_1_1ChoiceNode.html" title="Choice manages a set of keys for transformation and constraint functions.">ChoiceNode</a> </td></tr>
-<tr id="row_1_6_203_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relax_1_1KnobNode.html" target="_self">KnobNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relax_1_1Knob.html" title="Managed reference to KnobNode.">Knob</a> manages a set of valid choices for an optimization </td></tr>
-<tr id="row_1_6_204_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relax_1_1Knob.html" target="_self">Knob</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1relax_1_1KnobNode.html" title="Knob manages a set of valid choices for an optimization.">KnobNode</a> </td></tr>
-<tr id="row_1_6_205_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relax_1_1TraceNode.html" target="_self">TraceNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relax_1_1Trace.html" title="Managed reference to TraceNode.">Trace</a> manages history of optimization decisions </td></tr>
-<tr id="row_1_6_206_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relax_1_1Trace.html" target="_self">Trace</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1relax_1_1TraceNode.html" title="Trace manages history of optimization decisions.">TraceNode</a> </td></tr>
-<tr id="row_1_6_207_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relax_1_1TuningRecordNode.html" target="_self">TuningRecordNode</a></td><td class="desc">The class of tuning records </td></tr>
-<tr id="row_1_6_208_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relax_1_1TuningRecord.html" target="_self">TuningRecord</a></td><td class="desc">The managed reference of <a class="el" href="classtvm_1_1relax_1_1TuningRecordNode.html" title="The class of tuning records.">TuningRecordNode</a> </td></tr>
-<tr id="row_1_6_209_" class="even" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relax_1_1WorkloadEqual.html" target="_self">WorkloadEqual</a></td><td class="desc">The equality check for Workload </td></tr>
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-<polygon fill="midnightblue" stroke="midnightblue" points="1290.29,-195.87 1281.3,-201.48 1291.82,-202.7 1290.29,-195.87"/>
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<g id="edge73" class="edge">
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-<polygon fill="midnightblue" stroke="midnightblue" points="1481.58,-130.56 1491.46,-134.4 1486.13,-125.24 1481.58,-130.56"/>
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+<title>Node51->Node47</title>
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<g id="edge78" class="edge">
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<title>Node52->Node48</title>
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+<!-- Node53 -->
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+<title>Node54->Node48</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="1240.3,-335.29 1250.89,-335.4 1242.67,-328.71 1240.3,-335.29"/>
+<!-- Node54->Node49 -->
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+<title>Node54->Node49</title>
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<g id="edge87" class="edge">
+<title>Node54->Node50</title>
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<title>Node55->Node48</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="1274.53,-328.22 1282.35,-335.37 1280.69,-324.91 1274.53,-328.22"/>
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<title>Node55->Node49</title>
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+<title>Node59->Node36</title>
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+<title>Node60->Node33</title>
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+<title>Node61->Node42</title>
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diff --git a/docs/reference/api/doxygen/backend_8h_source.html b/docs/reference/api/doxygen/backend_8h_source.html
index 0a82a96f3d..08d0789ff5 100644
--- a/docs/reference/api/doxygen/backend_8h_source.html
+++ b/docs/reference/api/doxygen/backend_8h_source.html
@@ -106,7 +106,7 @@ $(function() {
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span> } <span class="comment">// namespace tvm</span></div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  </div>
<div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="preprocessor">#endif </span><span class="comment">// TVM_RELAX_BACKEND_H_</span></div>
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+<div class="ttc" id="aclasstvm_1_1transform_1_1Pass_html"><div class="ttname"><a href="classtvm_1_1transform_1_1Pass.html">tvm::transform::Pass</a></div><div class="ttdef"><b>Definition:</b> transform.h:383</div></div>
<div class="ttc" id="anamespacetvm_1_1relax_1_1transform_html_a640f84c6058f570cdef3e463338a8267"><div class="ttname"><a href="namespacetvm_1_1relax_1_1transform.html#a640f84c6058f570cdef3e463338a8267">tvm::relax::transform::VMShapeLower</a></div><div class="ttdeci">Pass VMShapeLower()</div><div class="ttdoc">Lower the shape expression in relax to VM shape heap and TIR functions.</div></div>
<div class="ttc" id="anamespacetvm_1_1relax_1_1transform_html_a86cd9160e38cee85c2122c488dcc9a02"><div class="ttname"><a href="namespacetvm_1_1relax_1_1transform.html#a86cd9160e38cee85c2122c488dcc9a02">tvm::relax::transform::LowerRuntimeBuiltin</a></div><div class="ttdeci">Pass LowerRuntimeBuiltin()</div><div class="ttdoc">Perform builtin lowering to map most of the op to VM builtin functions.</div></div>
<div class="ttc" id="anamespacetvm_html"><div class="ttname"><a href="namespacetvm.html">tvm</a></div><div class="ttdoc">Performance counters for profiling via the PAPI library.</div><div class="ttdef"><b>Definition:</b> analyzer.h:36</div></div>
diff --git a/docs/reference/api/doxygen/block__scope_8h.html b/docs/reference/api/doxygen/block__scope_8h.html
index 678948a442..c6104ca84c 100644
--- a/docs/reference/api/doxygen/block__scope_8h.html
+++ b/docs/reference/api/doxygen/block__scope_8h.html
@@ -92,7 +92,7 @@ Include dependency graph for block_scope.h:</div>
</div><div class="textblock"><div class="dynheader">
This graph shows which files directly or indirectly include this file:</div>
<div class="dyncontent">
-<div class="center"><iframe scrolling="no" frameborder="0" src="block__scope_8h__dep__incl.svg" width="2023" height="767"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
+<div class="center"><iframe scrolling="no" frameborder="0" src="block__scope_8h__dep__incl.svg" width="1546" height="767"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
</div>
</div>
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