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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 07aee5ada24 deploying docs 
(apache/tvm@c5b8f80be49d458546ab3e2aa6725e8778aeb7af)
07aee5ada24 is described below

commit 07aee5ada24300480ce3501888455dfb2b94e5e9
Author: tvm-bot <[email protected]>
AuthorDate: Mon Oct 19 18:14:34 2026 +0000

    deploying docs (apache/tvm@c5b8f80be49d458546ab3e2aa6725e8778aeb7af)
---
 .../import_model.zip                               | Bin 35201 -> 35201 bytes
 .../dlight_gpu_scheduling.zip                      | Bin 26386 -> 26386 bytes
 .../11c11e53c7dace51a8be968ee169ed0d/ir_module.zip | Bin 23859 -> 23859 bytes
 .../tir_transformation.zip                         | Bin 16139 -> 16139 bytes
 .../meta_schedule.zip                              | Bin 24279 -> 24279 bytes
 .../mix_python_and_tvm_with_pymodule.zip           | Bin 38390 -> 38390 bytes
 .../relax_creation.zip                             | Bin 22489 -> 22489 bytes
 .../relax_transformation.zip                       | Bin 11596 -> 11596 bytes
 .../optimize_llm.zip                               | Bin 54486 -> 54486 bytes
 .../bring_your_own_codegen.zip                     | Bin 36585 -> 36585 bytes
 .../e2e_opt_model.zip                              | Bin 14552 -> 14552 bytes
 .../quick_start.zip                                | Bin 16317 -> 16317 bytes
 .../export_and_load_executable.zip                 | Bin 31499 -> 31499 bytes
 .../tir_creation.zip                               | Bin 24695 -> 24695 bytes
 .../cross_compilation_and_rpc.zip                  | Bin 62207 -> 62207 bytes
 .../customize_opt.zip                              | Bin 20750 -> 20750 bytes
 .../relax/tutorials/sg_execution_times.rst         |   6 ++--
 .../tensor_ir/tutorials/sg_execution_times.rst     |  10 +++----
 .../tensor_ir/tutorials/tir_transformation.rst     |   6 ++--
 docs/_sources/get_started/tutorials/ir_module.rst  |   8 +++---
 .../_sources/get_started/tutorials/quick_start.rst |   4 +--
 .../get_started/tutorials/sg_execution_times.rst   |   6 ++--
 .../how_to/tutorials/cross_compilation_and_rpc.rst |   6 ++--
 docs/_sources/how_to/tutorials/e2e_opt_model.rst   |   2 +-
 docs/_sources/how_to/tutorials/optimize_llm.rst    |   2 +-
 .../how_to/tutorials/sg_execution_times.rst        |  16 +++++------
 docs/_sources/sg_execution_times.rst               |  32 ++++++++++-----------
 .../relax/tutorials/sg_execution_times.html        |   6 ++--
 .../tensor_ir/tutorials/sg_execution_times.html    |  10 +++----
 .../tensor_ir/tutorials/tir_transformation.html    |   6 ++--
 docs/get_started/tutorials/ir_module.html          |   8 +++---
 docs/get_started/tutorials/quick_start.html        |   4 +--
 docs/get_started/tutorials/sg_execution_times.html |   6 ++--
 .../tutorials/cross_compilation_and_rpc.html       |   6 ++--
 docs/how_to/tutorials/e2e_opt_model.html           |   4 +--
 docs/how_to/tutorials/optimize_llm.html            |   2 +-
 docs/how_to/tutorials/sg_execution_times.html      |  16 +++++------
 docs/reference/api/python/relax/relax.html         |   2 +-
 docs/searchindex.js                                |   2 +-
 docs/sg_execution_times.html                       |  32 ++++++++++-----------
 40 files changed, 101 insertions(+), 101 deletions(-)

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diff --git 
a/docs/_downloads/373278b9f6fc686adeaa0219598fe78b/mix_python_and_tvm_with_pymodule.zip
 
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diff --git a/docs/_downloads/83e85f38cf16f1d926d06615fd54095c/optimize_llm.zip 
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diff --git 
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diff --git a/docs/_downloads/bb7db6678496193ed0c55d3b95fa6778/quick_start.zip 
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diff --git a/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip 
b/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip
index b260938523f..75f87e614d4 100644
Binary files 
a/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip and 
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diff --git a/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst 
b/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst
index f2304973a54..7eff3e15a0c 100644
--- a/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst
+++ b/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.232** total execution time for 2 files **from 
deep_dive/relax/tutorials**:
+**00:00.181** 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``)
-     - 00:00.120
+     - 00:00.095
      - 0.0
    * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` 
(``relax_transformation.py``)
-     - 00:00.111
+     - 00:00.086
      - 0.0
diff --git a/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst 
b/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst
index 4f54edf4dd4..35548777609 100644
--- a/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst
+++ b/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.762** total execution time for 4 files **from 
deep_dive/tensor_ir/tutorials**:
+**00:00.627** total execution time for 4 files **from 
deep_dive/tensor_ir/tutorials**:
 
 .. container::
 
@@ -33,14 +33,14 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_transformation.py` 
(``tir_transformation.py``)
-     - 00:00.333
+     - 00:00.281
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_dlight_gpu_scheduling.py` 
(``dlight_gpu_scheduling.py``)
-     - 00:00.246
+     - 00:00.192
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` 
(``tir_creation.py``)
-     - 00:00.168
+     - 00:00.142
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_meta_schedule.py` 
(``meta_schedule.py``)
-     - 00:00.015
+     - 00:00.013
      - 0.0
diff --git a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst 
b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst
index 44e545ef6e0..afc7bd319d4 100644
--- a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst
+++ b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst
@@ -122,7 +122,7 @@ original implementation.
 
     Execution time summary:
      mean (ms)   median (ms)    max (ms)     min (ms)     std (ms)  
-       2.7515       2.7515       2.7515       2.7515       0.0000              
    
+       2.6714       2.6714       2.6714       2.6714       0.0000              
    
 
 
 
@@ -312,7 +312,7 @@ action involves reordering these two loops.
 
     Execution time summary:
      mean (ms)   median (ms)    max (ms)     min (ms)     std (ms)  
-       0.8646       0.8646       0.8646       0.8646       0.0000              
    
+       0.8579       0.8579       0.8579       0.8579       0.0000              
    
 
 
 
@@ -452,7 +452,7 @@ from the reduction update via the **decompose_reduction** 
primitive.
 
     Execution time summary:
      mean (ms)   median (ms)    max (ms)     min (ms)     std (ms)  
-       0.3402       0.3402       0.3402       0.3402       0.0000              
    
+       0.3518       0.3518       0.3518       0.3518       0.0000              
    
 
 
 
diff --git a/docs/_sources/get_started/tutorials/ir_module.rst 
b/docs/_sources/get_started/tutorials/ir_module.rst
index 720d1b98a4a..81b247b7459 100644
--- a/docs/_sources/get_started/tutorials/ir_module.rst
+++ b/docs/_sources/get_started/tutorials/ir_module.rst
@@ -763,8 +763,8 @@ We can deploy the IRModule on CPU by specifying the target 
as ``llvm``.
 
  .. code-block:: none
 
-    [[ 0.06151915 -0.40003446  0.13588637  0.19235659  0.20258091  0.10505539
-       0.07409582 -0.05737962  0.14458896 -0.05025715]]
+    [[-0.18787932  0.12859452  0.00581972 -0.05709402 -0.06822725  0.3566087
+      -0.08635934 -0.13391502 -0.07908424  0.15001678]]
 
 
 
@@ -830,8 +830,8 @@ Now we can compile the IRModule on GPU, the similar way as 
we did on CPU.
 
  .. code-block:: none
 
-    [[ 0.06151911 -0.40003443  0.13588642  0.19235651  0.2025809   0.10505548
-       0.07409582 -0.05737959  0.1445889  -0.05025716]]
+    [[-0.1878793   0.12859447  0.00581972 -0.05709399 -0.06822731  0.35660875
+      -0.08635935 -0.13391498 -0.0790843   0.15001673]]
 
 
 
diff --git a/docs/_sources/get_started/tutorials/quick_start.rst 
b/docs/_sources/get_started/tutorials/quick_start.rst
index d536cea6a09..67ac8365c29 100644
--- a/docs/_sources/get_started/tutorials/quick_start.rst
+++ b/docs/_sources/get_started/tutorials/quick_start.rst
@@ -227,8 +227,8 @@ different devices.
 
  .. code-block:: none
 
-    [[25577.135 25550.11  25236.436 25150.656 25420.518 26848.246 24796.855
-      26814.506 25042.994 25128.121]]
+    [[23923.15  25373.387 24548.17  24347.828 25432.965 25338.299 26389.438
+      25616.996 26094.936 24019.744]]
 
 
 
diff --git a/docs/_sources/get_started/tutorials/sg_execution_times.rst 
b/docs/_sources/get_started/tutorials/sg_execution_times.rst
index 52156ac5c76..40139f784cf 100644
--- a/docs/_sources/get_started/tutorials/sg_execution_times.rst
+++ b/docs/_sources/get_started/tutorials/sg_execution_times.rst
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:05.297** total execution time for 2 files **from get_started/tutorials**:
+**00:04.494** 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``)
-     - 00:05.080
+     - 00:04.314
      - 0.0
    * - :ref:`sphx_glr_get_started_tutorials_quick_start.py` 
(``quick_start.py``)
-     - 00:00.217
+     - 00:00.180
      - 0.0
diff --git a/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst 
b/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst
index fd2ac443b82..81faa44366f 100644
--- a/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst
+++ b/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst
@@ -276,7 +276,7 @@ device and returns the measured cost. Network overhead is 
excluded.
 
  .. code-block:: none
 
-    1.07e-07 secs/op
+    9.4e-08 secs/op
 
 
 
@@ -861,8 +861,8 @@ This workflow is applicable to various deployment scenarios:
     Converted PyTorch model to Relax:
       - Number of parameters: 4
     Using local target for demonstration
-    Exported library to: /tmp/tmp2uos0fh2/model_deployed.so
-    Saved parameters to: /tmp/tmp2uos0fh2/model_params.npz
+    Exported library to: /tmp/tmp6zn6kdt_/model_deployed.so
+    Saved parameters to: /tmp/tmp6zn6kdt_/model_params.npz
 
     RPC workflow (works for any remote device):
     ==================================================
diff --git a/docs/_sources/how_to/tutorials/e2e_opt_model.rst 
b/docs/_sources/how_to/tutorials/e2e_opt_model.rst
index 595a3b33b18..16acf41c878 100644
--- a/docs/_sources/how_to/tutorials/e2e_opt_model.rst
+++ b/docs/_sources/how_to/tutorials/e2e_opt_model.rst
@@ -54,7 +54,7 @@ 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]      66%|██████▋   | 
29.6M/44.7M [00:00<00:00, 310MB/s]     100%|██████████| 44.7M/44.7M 
[00:00<00:00, 337MB/s]
+       0%|          | 0.00/44.7M [00:00<?, ?B/s]      72%|███████▏  | 
32.2M/44.7M [00:00<00:00, 338MB/s]     100%|██████████| 44.7M/44.7M 
[00:00<00:00, 364MB/s]
 
 
 
diff --git a/docs/_sources/how_to/tutorials/optimize_llm.rst 
b/docs/_sources/how_to/tutorials/optimize_llm.rst
index d14c0eb32df..be93d3bfeb4 100644
--- a/docs/_sources/how_to/tutorials/optimize_llm.rst
+++ b/docs/_sources/how_to/tutorials/optimize_llm.rst
@@ -862,7 +862,7 @@ IRModule to generate the token.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (5 minutes 33.447 seconds)
+   **Total running time of the script:** (2 minutes 49.530 seconds)
 
 
 .. _sphx_glr_download_how_to_tutorials_optimize_llm.py:
diff --git a/docs/_sources/how_to/tutorials/sg_execution_times.rst 
b/docs/_sources/how_to/tutorials/sg_execution_times.rst
index 1357b29b057..a577a8980d7 100644
--- a/docs/_sources/how_to/tutorials/sg_execution_times.rst
+++ b/docs/_sources/how_to/tutorials/sg_execution_times.rst
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**05:39.027** total execution time for 8 files **from how_to/tutorials**:
+**02:54.423** total execution time for 8 files **from how_to/tutorials**:
 
 .. container::
 
@@ -33,25 +33,25 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` (``optimize_llm.py``)
-     - 05:33.447
+     - 02:49.530
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_import_model.py` (``import_model.py``)
-     - 00:03.726
+     - 00:03.381
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``e2e_opt_model.py``)
-     - 00:00.737
+     - 00:00.582
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` 
(``cross_compilation_and_rpc.py``)
-     - 00:00.607
+     - 00:00.498
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``customize_opt.py``)
-     - 00:00.373
+     - 00:00.311
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_bring_your_own_codegen.py` 
(``bring_your_own_codegen.py``)
-     - 00:00.129
+     - 00:00.115
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_mix_python_and_tvm_with_pymodule.py` 
(``mix_python_and_tvm_with_pymodule.py``)
-     - 00:00.005
+     - 00:00.004
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_export_and_load_executable.py` 
(``export_and_load_executable.py``)
      - 00:00.002
diff --git a/docs/_sources/sg_execution_times.rst 
b/docs/_sources/sg_execution_times.rst
index 67413c6a8a7..2a1f0146be6 100644
--- a/docs/_sources/sg_execution_times.rst
+++ b/docs/_sources/sg_execution_times.rst
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**05:45.317** total execution time for 16 files **from all galleries**:
+**02:59.725** total execution time for 16 files **from all galleries**:
 
 .. container::
 
@@ -33,49 +33,49 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` 
(``../how_to/tutorials/optimize_llm.py``)
-     - 05:33.447
+     - 02:49.530
      - 0.0
    * - :ref:`sphx_glr_get_started_tutorials_ir_module.py` 
(``../get_started/tutorials/ir_module.py``)
-     - 00:05.080
+     - 00:04.314
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_import_model.py` 
(``../how_to/tutorials/import_model.py``)
-     - 00:03.726
+     - 00:03.381
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` 
(``../how_to/tutorials/e2e_opt_model.py``)
-     - 00:00.737
+     - 00:00.582
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` 
(``../how_to/tutorials/cross_compilation_and_rpc.py``)
-     - 00:00.607
+     - 00:00.498
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` 
(``../how_to/tutorials/customize_opt.py``)
-     - 00:00.373
+     - 00:00.311
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_transformation.py` 
(``../deep_dive/tensor_ir/tutorials/tir_transformation.py``)
-     - 00:00.333
+     - 00:00.281
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_dlight_gpu_scheduling.py` 
(``../deep_dive/tensor_ir/tutorials/dlight_gpu_scheduling.py``)
-     - 00:00.246
+     - 00:00.192
      - 0.0
    * - :ref:`sphx_glr_get_started_tutorials_quick_start.py` 
(``../get_started/tutorials/quick_start.py``)
-     - 00:00.217
+     - 00:00.180
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` 
(``../deep_dive/tensor_ir/tutorials/tir_creation.py``)
-     - 00:00.168
+     - 00:00.142
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_bring_your_own_codegen.py` 
(``../how_to/tutorials/bring_your_own_codegen.py``)
-     - 00:00.129
+     - 00:00.115
      - 0.0
    * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_creation.py` 
(``../deep_dive/relax/tutorials/relax_creation.py``)
-     - 00:00.120
+     - 00:00.095
      - 0.0
    * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` 
(``../deep_dive/relax/tutorials/relax_transformation.py``)
-     - 00:00.111
+     - 00:00.086
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_meta_schedule.py` 
(``../deep_dive/tensor_ir/tutorials/meta_schedule.py``)
-     - 00:00.015
+     - 00:00.013
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_mix_python_and_tvm_with_pymodule.py` 
(``../how_to/tutorials/mix_python_and_tvm_with_pymodule.py``)
-     - 00:00.005
+     - 00:00.004
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_export_and_load_executable.py` 
(``../how_to/tutorials/export_and_load_executable.py``)
      - 00:00.002
diff --git a/docs/deep_dive/relax/tutorials/sg_execution_times.html 
b/docs/deep_dive/relax/tutorials/sg_execution_times.html
index 4d1f1ce3bdf..fd73a76bb8c 100644
--- a/docs/deep_dive/relax/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/relax/tutorials/sg_execution_times.html
@@ -630,7 +630,7 @@ document.write(`
                   
   <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>00:00.232</strong> total execution time for 2 files <strong>from 
deep_dive/relax/tutorials</strong>:</p>
+<p><strong>00:00.181</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" />
@@ -652,11 +652,11 @@ $(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>00:00.120</p></td>
+<td><p>00:00.095</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>00:00.111</p></td>
+<td><p>00:00.086</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 cd033b49e18..531b5700585 100644
--- a/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
@@ -630,7 +630,7 @@ document.write(`
                   
   <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>00:00.762</strong> total execution time for 4 files <strong>from 
deep_dive/tensor_ir/tutorials</strong>:</p>
+<p><strong>00:00.627</strong> total execution time for 4 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" />
@@ -652,19 +652,19 @@ $(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>00:00.333</p></td>
+<td><p>00:00.281</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" 
href="dlight_gpu_scheduling.html#sphx-glr-deep-dive-tensor-ir-tutorials-dlight-gpu-scheduling-py"><span
 class="std std-ref">DLight: Rule-Based GPU Scheduling</span></a> (<code 
class="docutils literal notranslate"><span 
class="pre">dlight_gpu_scheduling.py</span></code>)</p></td>
-<td><p>00:00.246</p></td>
+<td><p>00:00.192</p></td>
 <td><p>0.0</p></td>
 </tr>
 <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>00:00.168</p></td>
+<td><p>00:00.142</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" 
href="meta_schedule.html#sphx-glr-deep-dive-tensor-ir-tutorials-meta-schedule-py"><span
 class="std std-ref">MetaSchedule: Search-Based Auto-Tuning</span></a> (<code 
class="docutils literal notranslate"><span 
class="pre">meta_schedule.py</span></code>)</p></td>
-<td><p>00:00.015</p></td>
+<td><p>00:00.013</p></td>
 <td><p>0.0</p></td>
 </tr>
 </tbody>
diff --git a/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html 
b/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
index 3f33b41df58..473fb2e4506 100644
--- a/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
+++ b/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
@@ -719,7 +719,7 @@ 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)
-   2.7515       2.7515       2.7515       2.7515       0.0000
+   2.6714       2.6714       2.6714       2.6714       0.0000
 </pre></div>
 </div>
 <section id="initialization-schedule">
@@ -833,7 +833,7 @@ class Module:
 
 Execution time summary:
  mean (ms)   median (ms)    max (ms)     min (ms)     std (ms)
-   0.8646       0.8646       0.8646       0.8646       0.0000
+   0.8579       0.8579       0.8579       0.8579       0.0000
 </pre></div>
 </div>
 </section>
@@ -939,7 +939,7 @@ class Module:
 
 Execution time summary:
  mean (ms)   median (ms)    max (ms)     min (ms)     std (ms)
-   0.3402       0.3402       0.3402       0.3402       0.0000
+   0.3518       0.3518       0.3518       0.3518       0.0000
 </pre></div>
 </div>
 </section>
diff --git a/docs/get_started/tutorials/ir_module.html 
b/docs/get_started/tutorials/ir_module.html
index 100da63868c..29d6b560fce 100644
--- a/docs/get_started/tutorials/ir_module.html
+++ b/docs/get_started/tutorials/ir_module.html
@@ -1224,8 +1224,8 @@ 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>[[ 0.06151915 -0.40003446  0.13588637  
0.19235659  0.20258091  0.10505539
-   0.07409582 -0.05737962  0.14458896 -0.05025715]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>[[-0.18787932  0.12859452  0.00581972 
-0.05709402 -0.06822725  0.3566087
+  -0.08635934 -0.13391502 -0.07908424  0.15001678]]
 </pre></div>
 </div>
 </section>
@@ -1259,8 +1259,8 @@ 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>[[ 0.06151911 -0.40003443  0.13588642  
0.19235651  0.2025809   0.10505548
-   0.07409582 -0.05737959  0.1445889  -0.05025716]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>[[-0.1878793   0.12859447  0.00581972 
-0.05709399 -0.06822731  0.35660875
+  -0.08635935 -0.13391498 -0.0790843   0.15001673]]
 </pre></div>
 </div>
 </section>
diff --git a/docs/get_started/tutorials/quick_start.html 
b/docs/get_started/tutorials/quick_start.html
index 00038a911b7..0f0c73d8334 100644
--- a/docs/get_started/tutorials/quick_start.html
+++ b/docs/get_started/tutorials/quick_start.html
@@ -801,8 +801,8 @@ different devices.</p>
 <span class="nb">print</span><span class="p">(</span><span 
class="n">vm</span><span class="p">[</span><span 
class="s2">&quot;forward&quot;</span><span class="p">](</span><span 
class="n">tvm_data</span><span class="p">,</span> <span class="o">*</span><a 
href="https://docs.python.org/3/builtins/stdtypes.html#list"; 
title="builtins.list" class="sphx-glr-backref-module-builtins 
sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span 
class="n">params</span></a><span class="p">)</span>< [...]
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>[[25577.135 25550.11  25236.436 25150.656 
25420.518 26848.246 24796.855
-  26814.506 25042.994 25128.121]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>[[23923.15  25373.387 24548.17  24347.828 
25432.965 25338.299 26389.438
+  25616.996 26094.936 24019.744]]
 </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 ec59c9d557f..9afeb172759 100644
--- a/docs/get_started/tutorials/sg_execution_times.html
+++ b/docs/get_started/tutorials/sg_execution_times.html
@@ -630,7 +630,7 @@ document.write(`
                   
   <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>00:05.297</strong> total execution time for 2 files <strong>from 
get_started/tutorials</strong>:</p>
+<p><strong>00:04.494</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" />
@@ -652,11 +652,11 @@ $(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>00:05.080</p></td>
+<td><p>00:04.314</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>00:00.217</p></td>
+<td><p>00:00.180</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 dcf2ff5202d..7c59a1850d0 100644
--- a/docs/how_to/tutorials/cross_compilation_and_rpc.html
+++ b/docs/how_to/tutorials/cross_compilation_and_rpc.html
@@ -830,7 +830,7 @@ device and returns the measured cost. Network overhead is 
excluded.</p>
 <span class="nb">print</span><span class="p">(</span><span 
class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span 
class="n">cost</span><span class="si">:</span><span class="s2">g</span><span 
class="si">}</span><span class="s2"> secs/op&quot;</span><span 
class="p">)</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>1.07e-07 secs/op
+<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>9.4e-08 secs/op
 </pre></div>
 </div>
 </section>
@@ -1355,8 +1355,8 @@ for ONNX models. Simply replace <code class="docutils 
literal notranslate"><span
 Converted PyTorch model to Relax:
   - Number of parameters: 4
 Using local target for demonstration
-Exported library to: /tmp/tmp2uos0fh2/model_deployed.so
-Saved parameters to: /tmp/tmp2uos0fh2/model_params.npz
+Exported library to: /tmp/tmp6zn6kdt_/model_deployed.so
+Saved parameters to: /tmp/tmp6zn6kdt_/model_params.npz
 
 RPC workflow (works for any remote device):
 ==================================================
diff --git a/docs/how_to/tutorials/e2e_opt_model.html 
b/docs/how_to/tutorials/e2e_opt_model.html
index c98c68b6978..31597b77199 100644
--- a/docs/how_to/tutorials/e2e_opt_model.html
+++ b/docs/how_to/tutorials/e2e_opt_model.html
@@ -670,8 +670,8 @@ PyTorch.</p>
 <div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>Downloading: 
&quot;https://download.pytorch.org/models/resnet18-f37072fd.pth&quot; to 
/workspace/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth
 
   0%|          | 0.00/44.7M [00:00&lt;?, ?B/s]
- 66%|██████▋   | 29.6M/44.7M [00:00&lt;00:00, 310MB/s]
-100%|██████████| 44.7M/44.7M [00:00&lt;00:00, 337MB/s]
+ 72%|███████▏  | 32.2M/44.7M [00:00&lt;00:00, 338MB/s]
+100%|██████████| 44.7M/44.7M [00:00&lt;00:00, 364MB/s]
 </pre></div>
 </div>
 </section>
diff --git a/docs/how_to/tutorials/optimize_llm.html 
b/docs/how_to/tutorials/optimize_llm.html
index a1fda6a0559..82138bb8372 100644
--- a/docs/how_to/tutorials/optimize_llm.html
+++ b/docs/how_to/tutorials/optimize_llm.html
@@ -1249,7 +1249,7 @@ 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> 
(5 minutes 33.447 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> 
(2 minutes 49.530 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-jupyter docutils container">
 <p><a class="reference download internal" download="" 
href="../../_downloads/ab03cb35cd7f92b5425a8974fcab921a/optimize_llm.ipynb"><code
 class="xref download docutils literal notranslate"><span 
class="pre">Download</span> <span class="pre">Jupyter</span> <span 
class="pre">notebook:</span> <span 
class="pre">optimize_llm.ipynb</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 46b6ffe7c46..5f0b9cfb863 100644
--- a/docs/how_to/tutorials/sg_execution_times.html
+++ b/docs/how_to/tutorials/sg_execution_times.html
@@ -630,7 +630,7 @@ document.write(`
                   
   <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>05:39.027</strong> total execution time for 8 files <strong>from 
how_to/tutorials</strong>:</p>
+<p><strong>02:54.423</strong> total execution time for 8 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" />
@@ -652,31 +652,31 @@ $(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>05:33.447</p></td>
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index b4b13882ff6..ba569dfbe81 100644
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href="how_to/tutorials/optimize_llm.html#sphx-glr-how-to-tutorials-optimize-llm-py"><span
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class="docutils literal notranslate"><span 
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href="how_to/tutorials/import_model.html#sphx-glr-how-to-tutorials-import-model-py"><span
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class="docutils literal notranslate"><span 
class="pre">../how_to/tutorials/import_model.py</span></code>)</p></td>
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href="how_to/tutorials/mix_python_and_tvm_with_pymodule.html#sphx-glr-how-to-tutorials-mix-python-and-tvm-with-pymodule-py"><span
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