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The following commit(s) were added to refs/heads/asf-site by this push:
     new eaa06c5868 deploying docs 
(apache/tvm@ba994d32f948da730ab888232bcf74d85a15c2ab)
eaa06c5868 is described below

commit eaa06c5868b43217ccb06b751081fa8db6553d9c
Author: tvm-bot <[email protected]>
AuthorDate: Tue Aug 5 21:44:10 2025 +0000

    deploying docs (apache/tvm@ba994d32f948da730ab888232bcf74d85a15c2ab)
---
 .../11c11e53c7dace51a8be968ee169ed0d/ir_module.zip | Bin 23868 -> 23868 bytes
 .../tir_transformation.zip                         | Bin 15563 -> 15563 bytes
 .../relax_creation.zip                             | Bin 22392 -> 22392 bytes
 .../relax_transformation.zip                       | Bin 11460 -> 11460 bytes
 .../optimize_llm.zip                               | Bin 54065 -> 54065 bytes
 .../e2e_opt_model.zip                              | Bin 11213 -> 11213 bytes
 .../quick_start.zip                                | Bin 16274 -> 16274 bytes
 .../tir_creation.zip                               | Bin 24343 -> 24343 bytes
 .../cross_compilation_and_rpc.zip                  | Bin 21652 -> 21652 bytes
 .../customize_opt.zip                              | Bin 19789 -> 19789 bytes
 .../relax/tutorials/sg_execution_times.rst.txt     |   6 ++--
 .../tensor_ir/tutorials/sg_execution_times.rst.txt |   6 ++--
 .../tensor_ir/tutorials/tir_creation.rst.txt       |  20 ++++++-------
 .../tensor_ir/tutorials/tir_transformation.rst.txt |   6 ++--
 .../get_started/tutorials/ir_module.rst.txt        |   8 +++---
 .../get_started/tutorials/quick_start.rst.txt      |   4 +--
 .../tutorials/sg_execution_times.rst.txt           |   6 ++--
 .../tutorials/cross_compilation_and_rpc.rst.txt    |   2 +-
 .../how_to/tutorials/customize_opt.rst.txt         |   4 +--
 .../how_to/tutorials/e2e_opt_model.rst.txt         |   2 +-
 .../how_to/tutorials/sg_execution_times.rst.txt    |  10 +++----
 docs/_sources/sg_execution_times.rst.txt           |  22 +++++++-------
 .../relax/tutorials/sg_execution_times.html        |   6 ++--
 .../tensor_ir/tutorials/sg_execution_times.html    |   6 ++--
 .../tensor_ir/tutorials/tir_creation.html          |  20 ++++++-------
 .../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       |   2 +-
 docs/how_to/tutorials/customize_opt.html           |   4 +--
 docs/how_to/tutorials/e2e_opt_model.html           |  32 ++++++++++++++-------
 docs/how_to/tutorials/sg_execution_times.html      |  10 +++----
 docs/searchindex.js                                |   2 +-
 docs/sg_execution_times.html                       |  22 +++++++-------
 35 files changed, 118 insertions(+), 106 deletions(-)

diff --git a/docs/_downloads/11c11e53c7dace51a8be968ee169ed0d/ir_module.zip 
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diff --git 
a/docs/_downloads/18ba0d2ee8120824175aaef66bc9c9bf/tir_transformation.zip 
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diff --git 
a/docs/_downloads/4753776bbe68e7c9ee4d19117973fc8b/relax_creation.zip 
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diff --git 
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differ
diff --git a/docs/_downloads/83e85f38cf16f1d926d06615fd54095c/optimize_llm.zip 
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index 16b29fee11..0fcdc84340 100644
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diff --git a/docs/_downloads/a7dd7652b2ad50f82d7b739ce3645799/e2e_opt_model.zip 
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index 89bf0dbee3..49b2d5d650 100644
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diff --git a/docs/_downloads/bb7db6678496193ed0c55d3b95fa6778/quick_start.zip 
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diff --git a/docs/_downloads/be26483bb70b8468499a01c55e8e866c/tir_creation.zip 
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index cf21edf681..fc7f3d8c93 100644
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diff --git 
a/docs/_downloads/f69380821f417ef2210f45503d81bded/cross_compilation_and_rpc.zip
 
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index c486295dfd..22149637d7 100644
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 differ
diff --git a/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip 
b/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip
index 5c28e4f52e..ae997c9636 100644
Binary files 
a/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip and 
b/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip differ
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 236f14d01c..a54e4c8a4f 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
 =================
-**00:00.214** total execution time for 2 files **from 
deep_dive/relax/tutorials**:
+**00:00.209** 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``)
-     - 00:00.136
+     - 00:00.131
      - 0.0
    * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` 
(``relax_transformation.py``)
-     - 00:00.078
+     - 00:00.077
      - 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 3ae64ed30c..d659b877d9 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
 =================
-**00:00.536** total execution time for 2 files **from 
deep_dive/tensor_ir/tutorials**:
+**00:00.526** 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``)
-     - 00:00.333
+     - 00:00.328
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` 
(``tir_creation.py``)
-     - 00:00.203
+     - 00:00.197
      - 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 ca5c222617..e504bf2cb0 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
 
-    [[0.32671613 0.32736188 1.0018439  0.6718396 ]
-     [0.46138263 0.44091845 1.5809445  0.692118  ]
-     [0.39174387 0.44732332 1.4100838  0.86992925]
-     [0.3414217  0.49822152 1.1697304  0.87742287]]
-    [[34.124443 32.630806 32.869053 ... 31.109587 31.603403 32.207493]
-     [33.72138  31.812807 34.165234 ... 32.098454 31.812172 33.68493 ]
-     [32.68544  31.636568 31.693363 ... 32.26503  30.930511 31.96551 ]
+    [[1.345627   0.89526796 0.80795324 0.79119337]
+     [1.2856622  1.031598   1.002378   1.0981145 ]
+     [0.84432745 0.7193743  0.41624817 0.49140313]
+     [2.0116355  1.382612   1.0915828  1.0408342 ]]
+    [[34.46376  37.51714  34.679386 ... 32.897743 30.900995 35.362827]
+     [31.894001 32.956886 31.343605 ... 32.97379  30.005169 33.78615 ]
+     [34.049847 34.344437 33.046467 ... 32.84595  29.858877 34.07438 ]
      ...
-     [34.21293  33.147434 36.146523 ... 35.33916  32.555668 34.110996]
-     [32.67767  30.313433 29.60554  ... 32.112095 31.727552 30.25321 ]
-     [36.23512  33.365658 36.201244 ... 35.55464  33.9631   34.598206]]
+     [36.41106  35.249355 34.3631   ... 32.43858  29.222254 34.970177]
+     [37.426056 36.145264 35.27084  ... 35.593693 32.5726   34.215534]
+     [35.238937 34.95094  33.035244 ... 35.376568 30.392385 36.06906 ]]
 
 
 
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 ac672d6273..42056d7259 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)  
-       2.2335       2.2335       2.2335       2.2335       0.0000              
    
+       2.2330       2.2330       2.2330       2.2330       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)  
-       0.8474       0.8474       0.8474       0.8474       0.0000              
    
+       0.8522       0.8522       0.8522       0.8522       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)  
-       0.3189       0.3189       0.3189       0.3189       0.0000              
    
+       0.3219       0.3219       0.3219       0.3219       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 5502b0b33f..27e977949c 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
 
-    [[ 0.08544147 -0.14935377 -0.16675413  0.09250072 -0.04356732  0.06060828
-       0.12576494 -0.16802642 -0.03592716 -0.09967224]]
+    [[ 0.12599042 -0.03935746 -0.00093568 -0.00129543  0.00027371  0.2208699
+       0.27030063  0.13537233 -0.11395246 -0.01344908]]
 
 
 
@@ -765,8 +765,8 @@ Now we can compile the IRModule on GPU, the similar way as 
we did on CPU.
 
  .. code-block:: none
 
-    [[ 0.08544146 -0.14935374 -0.16675416  0.09250074 -0.04356728  0.06060824
-       0.12576494 -0.16802646 -0.03592718 -0.09967224]]
+    [[ 0.12599045 -0.03935747 -0.00093566 -0.0012954   0.00027366  0.22086988
+       0.27030063  0.13537231 -0.11395249 -0.01344909]]
 
 
 
diff --git a/docs/_sources/get_started/tutorials/quick_start.rst.txt 
b/docs/_sources/get_started/tutorials/quick_start.rst.txt
index 6b89c93658..d30378b187 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
 
-    [[24987.48  26654.514 26253.65  24497.143 25693.29  26234.607 26394.016
-      24306.217 25093.781 25771.543]]
+    [[23708.174 24485.24  24551.25  24269.562 23294.908 24147.846 26247.49
+      24946.018 24914.008 23682.648]]
 
 
 
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 964791268f..79476401cb 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
 =================
-**00:07.168** total execution time for 2 files **from get_started/tutorials**:
+**00:05.852** 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``)
-     - 00:06.972
+     - 00:05.662
      - 0.0
    * - :ref:`sphx_glr_get_started_tutorials_quick_start.py` 
(``quick_start.py``)
-     - 00:00.196
+     - 00:00.190
      - 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 46f689f131..f14519931c 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
 
-    1.332e-07 secs/op
+    1.172e-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 b82eddcf2d..24a1d0b60f 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
 
-    [[24913.805 25473.38  23805.473 24261.473 24016.643 23974.564 22290.346
-      24197.55  23558.14  23493.396]]
+    [[24235.559 23136.172 26101.324 25081.146 24789.688 25041.402 25307.455
+      24473.033 25886.71  25421.627]]
 
 
 
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 8abf497d45..a9b9aa6430 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]      11%|█         | 
5.00M/44.7M [00:00<00:00, 52.0MB/s]      22%|██▏       | 10.0M/44.7M 
[00:00<00:00, 45.6MB/s]      32%|███▏      | 14.5M/44.7M [00:00<00:00, 
41.4MB/s]      41%|████▏     | 18.5M/44.7M [00:00<00:00, 38.6MB/s]      
51%|█████▏    | 23.0M/44.7M [00:00<00:00, 40.6MB/s]      61%|██████    | 
27.2M/44.7M [00:00<00:00, 41.4MB/s]      73%|███████▎  | 32.5M/44.7M 
[00:00<00:00, 44.5MB/s]      83%|████████▎ | 37.2M/44.7M [00:00<00:00, 
45.6MB/s]      95%|█████████▍| 42.2M/44.7M [00:00<00:00, 47.6MB/s]     
100%|██████████| 44.7M/44.7M [00:01<00:00, 45.1MB/s]
+       0%|          | 0.00/44.7M [00:00<?, ?B/s]       4%|▍         | 
2.00M/44.7M [00:00<00:02, 19.7MB/s]       9%|▉         | 4.00M/44.7M 
[00:00<00:02, 15.3MB/s]      13%|█▎        | 6.00M/44.7M [00:00<00:02, 
16.0MB/s]      18%|█▊        | 8.00M/44.7M [00:00<00:02, 17.2MB/s]      22%|██▏ 
      | 10.0M/44.7M [00:00<00:02, 18.1MB/s]      27%|██▋       | 12.0M/44.7M 
[00:00<00:01, 18.8MB/s]      31%|███▏      | 14.0M/44.7M [00:00<00:01, 
18.6MB/s]      37%|███▋      | 16.5M/44.7M [00:00<00:01, 18.5MB/s]      
41%|████      | 18.4M/44.7M [00:01<00:01, 17.4MB/s]      45%|████▌     | 
20.1M/44.7M [00:01<00:01, 15.7MB/s]      49%|████▉     | 22.0M/44.7M 
[00:01<00:01, 16.2MB/s]      53%|█████▎    | 23.8M/44.7M [00:01<00:01, 
15.8MB/s]      57%|█████▋    | 25.5M/44.7M [00:01<00:01, 16.3MB/s]      
62%|██████▏   | 27.8M/44.7M [00:01<00:00, 18.0MB/s]      67%|██████▋   | 
30.0M/44.
 7M [00:01<00:00, 19.1MB/s]      73%|███████▎  | 32.8M/44.7M [00:01<00:00, 
21.3MB/s]      78%|███████▊  | 34.9M/44.7M [00:02<00:00, 20.7MB/s]      
83%|████████▎ | 37.0M/44.7M [00:02<00:00, 20.7MB/s]      89%|████████▉ | 
39.8M/44.7M [00:02<00:00, 22.8MB/s]      94%|█████████▍| 42.0M/44.7M 
[00:02<00:00, 22.7MB/s]      99%|█████████▉| 44.4M/44.7M [00:02<00:00, 
23.3MB/s]     100%|██████████| 44.7M/44.7M [00:02<00:00, 19.2MB/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 1ec6a25bae..11e3f5315b 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
 =================
-**00:41.198** total execution time for 4 files **from how_to/tutorials**:
+**00:42.124** 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``)
-     - 00:38.785
+     - 00:38.445
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``e2e_opt_model.py``)
-     - 00:01.523
+     - 00:02.795
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``customize_opt.py``)
-     - 00:00.679
+     - 00:00.632
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` 
(``cross_compilation_and_rpc.py``)
-     - 00:00.212
+     - 00:00.252
      - 0.0
diff --git a/docs/_sources/sg_execution_times.rst.txt 
b/docs/_sources/sg_execution_times.rst.txt
index 34909150e8..407b2a1c2d 100644
--- a/docs/_sources/sg_execution_times.rst.txt
+++ b/docs/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:49.116** total execution time for 10 files **from all galleries**:
+**00:48.711** 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``)
-     - 00:38.785
+     - 00:38.445
      - 0.0
    * - :ref:`sphx_glr_get_started_tutorials_ir_module.py` 
(``../get_started/tutorials/ir_module.py``)
-     - 00:06.972
+     - 00:05.662
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` 
(``../how_to/tutorials/e2e_opt_model.py``)
-     - 00:01.523
+     - 00:02.795
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` 
(``../how_to/tutorials/customize_opt.py``)
-     - 00:00.679
+     - 00:00.632
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_transformation.py` 
(``../deep_dive/tensor_ir/tutorials/tir_transformation.py``)
-     - 00:00.333
+     - 00:00.328
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` 
(``../how_to/tutorials/cross_compilation_and_rpc.py``)
-     - 00:00.212
+     - 00:00.252
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` 
(``../deep_dive/tensor_ir/tutorials/tir_creation.py``)
-     - 00:00.203
+     - 00:00.197
      - 0.0
    * - :ref:`sphx_glr_get_started_tutorials_quick_start.py` 
(``../get_started/tutorials/quick_start.py``)
-     - 00:00.196
+     - 00:00.190
      - 0.0
    * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_creation.py` 
(``../deep_dive/relax/tutorials/relax_creation.py``)
-     - 00:00.136
+     - 00:00.131
      - 0.0
    * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` 
(``../deep_dive/relax/tutorials/relax_transformation.py``)
-     - 00:00.078
+     - 00:00.077
      - 0.0
diff --git a/docs/deep_dive/relax/tutorials/sg_execution_times.html 
b/docs/deep_dive/relax/tutorials/sg_execution_times.html
index f3a67210c6..fc96e97109 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>00:00.214</strong> total execution time for 2 files <strong>from 
deep_dive/relax/tutorials</strong>:</p>
+<p><strong>00:00.209</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>00:00.136</p></td>
+<td><p>00:00.131</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>00:00.077</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 fdf24718f5..f53e25e14b 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>00:00.536</strong> total execution time for 2 files <strong>from 
deep_dive/tensor_ir/tutorials</strong>:</p>
+<p><strong>00:00.526</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>00:00.333</p></td>
+<td><p>00:00.328</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>00:00.203</p></td>
+<td><p>00:00.197</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 c09d7f1700..e19f6de3f6 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>[[0.32671613 0.32736188 1.0018439  
0.6718396 ]
- [0.46138263 0.44091845 1.5809445  0.692118  ]
- [0.39174387 0.44732332 1.4100838  0.86992925]
- [0.3414217  0.49822152 1.1697304  0.87742287]]
-[[34.124443 32.630806 32.869053 ... 31.109587 31.603403 32.207493]
- [33.72138  31.812807 34.165234 ... 32.098454 31.812172 33.68493 ]
- [32.68544  31.636568 31.693363 ... 32.26503  30.930511 31.96551 ]
+<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>[[1.345627   0.89526796 0.80795324 
0.79119337]
+ [1.2856622  1.031598   1.002378   1.0981145 ]
+ [0.84432745 0.7193743  0.41624817 0.49140313]
+ [2.0116355  1.382612   1.0915828  1.0408342 ]]
+[[34.46376  37.51714  34.679386 ... 32.897743 30.900995 35.362827]
+ [31.894001 32.956886 31.343605 ... 32.97379  30.005169 33.78615 ]
+ [34.049847 34.344437 33.046467 ... 32.84595  29.858877 34.07438 ]
  ...
- [34.21293  33.147434 36.146523 ... 35.33916  32.555668 34.110996]
- [32.67767  30.313433 29.60554  ... 32.112095 31.727552 30.25321 ]
- [36.23512  33.365658 36.201244 ... 35.55464  33.9631   34.598206]]
+ [36.41106  35.249355 34.3631   ... 32.43858  29.222254 34.970177]
+ [37.426056 36.145264 35.27084  ... 35.593693 32.5726   34.215534]
+ [35.238937 34.95094  33.035244 ... 35.376568 30.392385 36.06906 ]]
 </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 9331d41d2b..0c288aa34b 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)
-   2.2335       2.2335       2.2335       2.2335       0.0000
+   2.2330       2.2330       2.2330       2.2330       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)
-   0.8474       0.8474       0.8474       0.8474       0.0000
+   0.8522       0.8522       0.8522       0.8522       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)
-   0.3189       0.3189       0.3189       0.3189       0.0000
+   0.3219       0.3219       0.3219       0.3219       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 fa54df5eb8..ce84861a41 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>[[ 0.08544147 -0.14935377 -0.16675413  
0.09250072 -0.04356732  0.06060828
-   0.12576494 -0.16802642 -0.03592716 -0.09967224]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>[[ 0.12599042 -0.03935746 -0.00093568 
-0.00129543  0.00027371  0.2208699
+   0.27030063  0.13537233 -0.11395246 -0.01344908]]
 </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>[[ 0.08544146 -0.14935374 -0.16675416  
0.09250074 -0.04356728  0.06060824
-   0.12576494 -0.16802646 -0.03592718 -0.09967224]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>[[ 0.12599045 -0.03935747 -0.00093566 
-0.0012954   0.00027366  0.22086988
+   0.27030063  0.13537231 -0.11395249 -0.01344909]]
 </pre></div>
 </div>
 </section>
diff --git a/docs/get_started/tutorials/quick_start.html 
b/docs/get_started/tutorials/quick_start.html
index c437b80c60..9952b92006 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/vm.html#tvm.runtime.vm.VirtualMachine" 
title="tvm.runtime.vm.VirtualMachine" 
class="sphx-glr-backref-module-tvm-runtime-vm sphx-glr-backref-type-py-class 
sphx-glr-backref-instance"><span class="n">vm</span></a><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="http [...]
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>[[24987.48  26654.514 26253.65  24497.143 
25693.29  26234.607 26394.016
-  24306.217 25093.781 25771.543]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>[[23708.174 24485.24  24551.25  24269.562 
23294.908 24147.846 26247.49
+  24946.018 24914.008 23682.648]]
 </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 0463a8b348..16fe3f6dc2 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>00:07.168</strong> total execution time for 2 files <strong>from 
get_started/tutorials</strong>:</p>
+<p><strong>00:05.852</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>00:06.972</p></td>
+<td><p>00:05.662</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>00:00.196</p></td>
+<td><p>00:00.190</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 88b3cd0186..73a5c16a30 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">&quot;</span><span class="si">%g</span><span class="s2"> 
secs/op&quot;</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>1.332e-07 secs/op
+<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>1.172e-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 50ff012214..17b62fd77d 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>[[24913.805 25473.38  23805.473 24261.473 
24016.643 23974.564 22290.346
-  24197.55  23558.14  23493.396]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div 
class="highlight"><pre><span></span>[[24235.559 23136.172 26101.324 25081.146 
24789.688 25041.402 25307.455
+  24473.033 25886.71  25421.627]]
 </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 9208d7d99a..1a4f5354a4 100644
--- a/docs/how_to/tutorials/e2e_opt_model.html
+++ b/docs/how_to/tutorials/e2e_opt_model.html
@@ -336,16 +336,28 @@ 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]
- 11%|█         | 5.00M/44.7M [00:00&lt;00:00, 52.0MB/s]
- 22%|██▏       | 10.0M/44.7M [00:00&lt;00:00, 45.6MB/s]
- 32%|███▏      | 14.5M/44.7M [00:00&lt;00:00, 41.4MB/s]
- 41%|████▏     | 18.5M/44.7M [00:00&lt;00:00, 38.6MB/s]
- 51%|█████▏    | 23.0M/44.7M [00:00&lt;00:00, 40.6MB/s]
- 61%|██████    | 27.2M/44.7M [00:00&lt;00:00, 41.4MB/s]
- 73%|███████▎  | 32.5M/44.7M [00:00&lt;00:00, 44.5MB/s]
- 83%|████████▎ | 37.2M/44.7M [00:00&lt;00:00, 45.6MB/s]
- 95%|█████████▍| 42.2M/44.7M [00:00&lt;00:00, 47.6MB/s]
-100%|██████████| 44.7M/44.7M [00:01&lt;00:00, 45.1MB/s]
+  4%|▍         | 2.00M/44.7M [00:00&lt;00:02, 19.7MB/s]
+  9%|▉         | 4.00M/44.7M [00:00&lt;00:02, 15.3MB/s]
+ 13%|█▎        | 6.00M/44.7M [00:00&lt;00:02, 16.0MB/s]
+ 18%|█▊        | 8.00M/44.7M [00:00&lt;00:02, 17.2MB/s]
+ 22%|██▏       | 10.0M/44.7M [00:00&lt;00:02, 18.1MB/s]
+ 27%|██▋       | 12.0M/44.7M [00:00&lt;00:01, 18.8MB/s]
+ 31%|███▏      | 14.0M/44.7M [00:00&lt;00:01, 18.6MB/s]
+ 37%|███▋      | 16.5M/44.7M [00:00&lt;00:01, 18.5MB/s]
+ 41%|████      | 18.4M/44.7M [00:01&lt;00:01, 17.4MB/s]
+ 45%|████▌     | 20.1M/44.7M [00:01&lt;00:01, 15.7MB/s]
+ 49%|████▉     | 22.0M/44.7M [00:01&lt;00:01, 16.2MB/s]
+ 53%|█████▎    | 23.8M/44.7M [00:01&lt;00:01, 15.8MB/s]
+ 57%|█████▋    | 25.5M/44.7M [00:01&lt;00:01, 16.3MB/s]
+ 62%|██████▏   | 27.8M/44.7M [00:01&lt;00:00, 18.0MB/s]
+ 67%|██████▋   | 30.0M/44.7M [00:01&lt;00:00, 19.1MB/s]
+ 73%|███████▎  | 32.8M/44.7M [00:01&lt;00:00, 21.3MB/s]
+ 78%|███████▊  | 34.9M/44.7M [00:02&lt;00:00, 20.7MB/s]
+ 83%|████████▎ | 37.0M/44.7M [00:02&lt;00:00, 20.7MB/s]
+ 89%|████████▉ | 39.8M/44.7M [00:02&lt;00:00, 22.8MB/s]
+ 94%|█████████▍| 42.0M/44.7M [00:02&lt;00:00, 22.7MB/s]
+ 99%|█████████▉| 44.4M/44.7M [00:02&lt;00:00, 23.3MB/s]
+100%|██████████| 44.7M/44.7M [00:02&lt;00:00, 19.2MB/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 e34c8743c4..9b36b75b8e 100644
--- a/docs/how_to/tutorials/sg_execution_times.html
+++ b/docs/how_to/tutorials/sg_execution_times.html
@@ -299,7 +299,7 @@
             
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heading"></a></h1>
-<p><strong>00:41.198</strong> total execution time for 4 files <strong>from 
how_to/tutorials</strong>:</p>
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 <tbody>
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class="docutils literal notranslate"><span 
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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 
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class="std std-ref">Customize Optimization</span></a> (<code class="docutils 
literal notranslate"><span class="pre">customize_opt.py</span></code>)</p></td>
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href="cross_compilation_and_rpc.html#sphx-glr-how-to-tutorials-cross-compilation-and-rpc-py"><span
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class="docutils literal notranslate"><span 
class="pre">cross_compilation_and_rpc.py</span></code>)</p></td>
-<td><p>00:00.212</p></td>
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 </tr>
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diff --git a/docs/searchindex.js b/docs/searchindex.js
index 6876217564..79c7b74c9b 100644
--- a/docs/searchindex.js
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"the-lack-of-cloudpickle-on-devi [...]
\ No newline at end of file
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diff --git a/docs/sg_execution_times.html b/docs/sg_execution_times.html
index 99a9789119..3ca4d802b2 100644
--- a/docs/sg_execution_times.html
+++ b/docs/sg_execution_times.html
@@ -299,7 +299,7 @@
             
   <section id="computation-times">
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class="headerlink" href="#computation-times" title="Link to this 
heading"></a></h1>
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 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" 
href="how_to/tutorials/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">../how_to/tutorials/optimize_llm.py</span></code>)</p></td>
-<td><p>00:38.785</p></td>
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class="pre">../get_started/tutorials/ir_module.py</span></code>)</p></td>
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href="how_to/tutorials/e2e_opt_model.html#sphx-glr-how-to-tutorials-e2e-opt-model-py"><span
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