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Posted to commits@tvm.apache.org by tq...@apache.org on 2026/09/26 17:53:02 UTC

(tvm-site) branch asf-site updated: deploying docs (apache/tvm@32cde7d3916d3fcc3b4458b6a68efd5b3d132038)

This is an automated email from the ASF dual-hosted git repository.

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 ba7ecb2579b deploying docs (apache/tvm@32cde7d3916d3fcc3b4458b6a68efd5b3d132038)
ba7ecb2579b is described below

commit ba7ecb2579b9e93595dbeb1b81ae932cb1f4e1de
Author: tvm-bot <95...@users.noreply.github.com>
AuthorDate: Sat Sep 26 17:52:51 2026 +0000

    deploying docs (apache/tvm@32cde7d3916d3fcc3b4458b6a68efd5b3d132038)
---
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 .../tir_transformation.zip                         |  Bin 15990 -> 15990 bytes
 .../meta_schedule.zip                              |  Bin 24239 -> 24239 bytes
 .../mix_python_and_tvm_with_pymodule.zip           |  Bin 38278 -> 38278 bytes
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 .../optimize_llm.zip                               |  Bin 53997 -> 53997 bytes
 .../bring_your_own_codegen.zip                     |  Bin 36295 -> 36295 bytes
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index 64668444705..31ccae0e3c7 100644
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diff --git a/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip b/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip
index 9361f571af6..b96827ec7c1 100644
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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 3b7687eff1b..88cdd0bc9b6 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
 =================
-**00:00.128** total execution time for 2 files **from deep_dive/relax/tutorials**:
+**00:00.127** 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``)
-     - 00:00.075
+     - 00:00.074
      - 0.0
    * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` (``relax_transformation.py``)
-     - 00:00.054
+     - 00:00.053
      - 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 9c3740e2d11..0e6e23b4ff5 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
 =================
-**00:00.534** total execution time for 4 files **from deep_dive/tensor_ir/tutorials**:
+**00:00.529** total execution time for 4 files **from deep_dive/tensor_ir/tutorials**:
 
 .. container::
 
@@ -33,13 +33,13 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_transformation.py` (``tir_transformation.py``)
-     - 00:00.264
+     - 00:00.261
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` (``tir_creation.py``)
-     - 00:00.137
+     - 00:00.136
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_dlight_gpu_scheduling.py` (``dlight_gpu_scheduling.py``)
-     - 00:00.125
+     - 00:00.124
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_meta_schedule.py` (``meta_schedule.py``)
      - 00:00.008
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 a49163a0aa8..cbe0aab727c 100644
--- a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst
+++ b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst
@@ -121,7 +121,7 @@ original implementation.
 
     Execution time summary:
      mean (ms)   median (ms)    max (ms)     min (ms)     std (ms)  
-       2.5838       2.5838       2.5838       2.5838       0.0000                  
+       2.6291       2.6291       2.6291       2.6291       0.0000                  
 
 
 
@@ -297,7 +297,7 @@ action involves reordering these two loops.
 
     Execution time summary:
      mean (ms)   median (ms)    max (ms)     min (ms)     std (ms)  
-       0.8675       0.8675       0.8675       0.8675       0.0000                  
+       0.8629       0.8629       0.8629       0.8629       0.0000                  
 
 
 
@@ -429,7 +429,7 @@ from the reduction update via the **decompose_reduction** primitive.
 
     Execution time summary:
      mean (ms)   median (ms)    max (ms)     min (ms)     std (ms)  
-       0.3473       0.3473       0.3473       0.3473       0.0000                  
+       0.3509       0.3509       0.3509       0.3509       0.0000                  
 
 
 
diff --git a/docs/_sources/get_started/tutorials/ir_module.rst b/docs/_sources/get_started/tutorials/ir_module.rst
index 6b32cd859fb..713e6cbd30e 100644
--- a/docs/_sources/get_started/tutorials/ir_module.rst
+++ b/docs/_sources/get_started/tutorials/ir_module.rst
@@ -698,8 +698,8 @@ We can deploy the IRModule on CPU by specifying the target as ``llvm``.
 
  .. code-block:: none
 
-    [[ 0.02136742 -0.00142536  0.00136776  0.1165133   0.03338679  0.08154655
-       0.08359434 -0.27474403 -0.00057176  0.2635631 ]]
+    [[-0.00120856  0.12632492 -0.00590038 -0.30871803  0.10406037 -0.09319111
+      -0.3614085   0.06486565  0.11771973 -0.0614921 ]]
 
 
 
@@ -765,8 +765,8 @@ Now we can compile the IRModule on GPU, the similar way as we did on CPU.
 
  .. code-block:: none
 
-    [[ 0.02136743 -0.00142532  0.00136782  0.11651333  0.03338684  0.08154655
-       0.08359436 -0.27474403 -0.00057171  0.2635631 ]]
+    [[-0.00120854  0.12632489 -0.00590038 -0.30871806  0.10406038 -0.0931911
+      -0.36140856  0.06486561  0.11771978 -0.06149209]]
 
 
 
diff --git a/docs/_sources/get_started/tutorials/quick_start.rst b/docs/_sources/get_started/tutorials/quick_start.rst
index 72a3b6473d6..f7d453e2852 100644
--- a/docs/_sources/get_started/tutorials/quick_start.rst
+++ b/docs/_sources/get_started/tutorials/quick_start.rst
@@ -224,8 +224,8 @@ different devices.
 
  .. code-block:: none
 
-    [[23460.668 27273.98  24069.92  23601.191 26268.807 25108.564 25502.227
-      23973.031 24995.975 23553.969]]
+    [[23975.418 25695.053 27315.389 24606.379 26066.03  24792.83  26050.82
+      25398.71  24724.943 24311.732]]
 
 
 
diff --git a/docs/_sources/get_started/tutorials/sg_execution_times.rst b/docs/_sources/get_started/tutorials/sg_execution_times.rst
index 14201c19aaf..523d528c67b 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
 =================
-**00:05.482** total execution time for 2 files **from get_started/tutorials**:
+**00:05.473** 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``)
-     - 00:05.323
+     - 00:05.316
      - 0.0
    * - :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``quick_start.py``)
-     - 00:00.159
+     - 00:00.158
      - 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 3d91b510533..2b60e6c615b 100644
--- a/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst
+++ b/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst
@@ -275,7 +275,7 @@ device and returns the measured cost. Network overhead is excluded.
 
  .. code-block:: none
 
-    9e-08 secs/op
+    8.8e-08 secs/op
 
 
 
@@ -864,8 +864,8 @@ 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/tmp1ak3nv0f/model_deployed.so
-    Saved parameters to: /tmp/tmp1ak3nv0f/model_params.npz
+    Exported library to: /tmp/tmptbnzfond/model_deployed.so
+    Saved parameters to: /tmp/tmptbnzfond/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 b2efa4f2c68..64bf9d3210a 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]      71%|███████   | 31.8M/44.7M [00:00<00:00, 332MB/s]     100%|██████████| 44.7M/44.7M [00:00<00:00, 348MB/s]
+       0%|          | 0.00/44.7M [00:00<?, ?B/s]      77%|███████▋  | 34.2M/44.7M [00:00<00:00, 359MB/s]     100%|██████████| 44.7M/44.7M [00:00<00:00, 363MB/s]
 
 
 
diff --git a/docs/_sources/how_to/tutorials/sg_execution_times.rst b/docs/_sources/how_to/tutorials/sg_execution_times.rst
index 65b117f2ace..90e8e76eca6 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
 =================
-**00:13.258** total execution time for 8 files **from how_to/tutorials**:
+**00:13.174** 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``)
-     - 00:08.484
+     - 00:08.447
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_import_model.py` (``import_model.py``)
-     - 00:03.307
+     - 00:03.272
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``e2e_opt_model.py``)
-     - 00:00.663
+     - 00:00.660
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``)
-     - 00:00.478
+     - 00:00.472
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``customize_opt.py``)
-     - 00:00.294
+     - 00:00.292
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_bring_your_own_codegen.py` (``bring_your_own_codegen.py``)
      - 00:00.025
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_mix_python_and_tvm_with_pymodule.py` (``mix_python_and_tvm_with_pymodule.py``)
-     - 00:00.004
+     - 00:00.005
      - 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 e180a1c415a..6323ca4a28e 100644
--- a/docs/_sources/sg_execution_times.rst
+++ b/docs/_sources/sg_execution_times.rst
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:19.403** total execution time for 16 files **from all galleries**:
+**00:19.304** total execution time for 16 files **from all galleries**:
 
 .. container::
 
@@ -33,40 +33,40 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` (``../how_to/tutorials/optimize_llm.py``)
-     - 00:08.484
+     - 00:08.447
      - 0.0
    * - :ref:`sphx_glr_get_started_tutorials_ir_module.py` (``../get_started/tutorials/ir_module.py``)
-     - 00:05.323
+     - 00:05.316
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_import_model.py` (``../how_to/tutorials/import_model.py``)
-     - 00:03.307
+     - 00:03.272
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``../how_to/tutorials/e2e_opt_model.py``)
-     - 00:00.663
+     - 00:00.660
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``../how_to/tutorials/cross_compilation_and_rpc.py``)
-     - 00:00.478
+     - 00:00.472
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``../how_to/tutorials/customize_opt.py``)
-     - 00:00.294
+     - 00:00.292
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_transformation.py` (``../deep_dive/tensor_ir/tutorials/tir_transformation.py``)
-     - 00:00.264
+     - 00:00.261
      - 0.0
    * - :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``../get_started/tutorials/quick_start.py``)
-     - 00:00.159
+     - 00:00.158
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` (``../deep_dive/tensor_ir/tutorials/tir_creation.py``)
-     - 00:00.137
+     - 00:00.136
      - 0.0
    * - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_dlight_gpu_scheduling.py` (``../deep_dive/tensor_ir/tutorials/dlight_gpu_scheduling.py``)
-     - 00:00.125
+     - 00:00.124
      - 0.0
    * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_creation.py` (``../deep_dive/relax/tutorials/relax_creation.py``)
-     - 00:00.075
+     - 00:00.074
      - 0.0
    * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` (``../deep_dive/relax/tutorials/relax_transformation.py``)
-     - 00:00.054
+     - 00:00.053
      - 0.0
    * - :ref:`sphx_glr_how_to_tutorials_bring_your_own_codegen.py` (``../how_to/tutorials/bring_your_own_codegen.py``)
      - 00:00.025
@@ -75,7 +75,7 @@ Computation times
      - 00:00.008
      - 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``)
-     - 00:00.004
+     - 00:00.005
      - 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/commit_hash b/docs/commit_hash
index 6acc7aaa6d6..3a4a954d758 100644
--- a/docs/commit_hash
+++ b/docs/commit_hash
@@ -1 +1 @@
-0bec7b439d4a2ed298a41b684c44d43f07c7f46f
+32cde7d3916d3fcc3b4458b6a68efd5b3d132038
diff --git a/docs/deep_dive/relax/tutorials/sg_execution_times.html b/docs/deep_dive/relax/tutorials/sg_execution_times.html
index 4eb3d0cae28..a21708f58d7 100644
--- a/docs/deep_dive/relax/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/relax/tutorials/sg_execution_times.html
@@ -634,7 +634,7 @@ 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>00:00.128</strong> total execution time for 2 files <strong>from deep_dive/relax/tutorials</strong>:</p>
+<p><strong>00:00.127</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" />
@@ -656,11 +656,11 @@ $(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>00:00.075</p></td>
+<td><p>00:00.074</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>00:00.054</p></td>
+<td><p>00:00.053</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 465f408e9c5..a7ed3eaabb1 100644
--- a/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
@@ -634,7 +634,7 @@ 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>00:00.534</strong> total execution time for 4 files <strong>from deep_dive/tensor_ir/tutorials</strong>:</p>
+<p><strong>00:00.529</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" />
@@ -656,15 +656,15 @@ $(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>00:00.264</p></td>
+<td><p>00:00.261</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>00:00.137</p></td>
+<td><p>00:00.136</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><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>00:00.125</p></td>
+<td><p>00:00.124</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>
diff --git a/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html b/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
index 2e290cf2c03..3b7e5bf10a6 100644
--- a/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
+++ b/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
@@ -722,7 +722,7 @@ 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)
-   2.5838       2.5838       2.5838       2.5838       0.0000
+   2.6291       2.6291       2.6291       2.6291       0.0000
 </pre></div>
 </div>
 <section id="initialization-schedule">
@@ -822,7 +822,7 @@ class Module:
 
 Execution time summary:
  mean (ms)   median (ms)    max (ms)     min (ms)     std (ms)
-   0.8675       0.8675       0.8675       0.8675       0.0000
+   0.8629       0.8629       0.8629       0.8629       0.0000
 </pre></div>
 </div>
 </section>
@@ -920,7 +920,7 @@ class Module:
 
 Execution time summary:
  mean (ms)   median (ms)    max (ms)     min (ms)     std (ms)
-   0.3473       0.3473       0.3473       0.3473       0.0000
+   0.3509       0.3509       0.3509       0.3509       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 a942813949d..994e78eb39d 100644
--- a/docs/get_started/tutorials/ir_module.html
+++ b/docs/get_started/tutorials/ir_module.html
@@ -1163,8 +1163,8 @@ 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>[[ 0.02136742 -0.00142536  0.00136776  0.1165133   0.03338679  0.08154655
-   0.08359434 -0.27474403 -0.00057176  0.2635631 ]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[-0.00120856  0.12632492 -0.00590038 -0.30871803  0.10406037 -0.09319111
+  -0.3614085   0.06486565  0.11771973 -0.0614921 ]]
 </pre></div>
 </div>
 </section>
@@ -1198,8 +1198,8 @@ 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>[[ 0.02136743 -0.00142532  0.00136782  0.11651333  0.03338684  0.08154655
-   0.08359436 -0.27474403 -0.00057171  0.2635631 ]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[-0.00120854  0.12632489 -0.00590038 -0.30871806  0.10406038 -0.0931911
+  -0.36140856  0.06486561  0.11771978 -0.06149209]]
 </pre></div>
 </div>
 </section>
diff --git a/docs/get_started/tutorials/quick_start.html b/docs/get_started/tutorials/quick_start.html
index 77ab664ae38..22a1f9cb52b 100644
--- a/docs/get_started/tutorials/quick_start.html
+++ b/docs/get_started/tutorials/quick_start.html
@@ -802,8 +802,8 @@ 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>[[23460.668 27273.98  24069.92  23601.191 26268.807 25108.564 25502.227
-  23973.031 24995.975 23553.969]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[23975.418 25695.053 27315.389 24606.379 26066.03  24792.83  26050.82
+  25398.71  24724.943 24311.732]]
 </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 d46443ff9f5..c0243c257b3 100644
--- a/docs/get_started/tutorials/sg_execution_times.html
+++ b/docs/get_started/tutorials/sg_execution_times.html
@@ -634,7 +634,7 @@ 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>00:05.482</strong> total execution time for 2 files <strong>from get_started/tutorials</strong>:</p>
+<p><strong>00:05.473</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" />
@@ -656,11 +656,11 @@ $(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>00:05.323</p></td>
+<td><p>00:05.316</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>00:00.159</p></td>
+<td><p>00:00.158</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 e6a5bfb9184..ddf0b147ea9 100644
--- a/docs/how_to/tutorials/cross_compilation_and_rpc.html
+++ b/docs/how_to/tutorials/cross_compilation_and_rpc.html
@@ -833,7 +833,7 @@ 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>9e-08 secs/op
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>8.8e-08 secs/op
 </pre></div>
 </div>
 </section>
@@ -1362,8 +1362,8 @@ 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/tmp1ak3nv0f/model_deployed.so
-Saved parameters to: /tmp/tmp1ak3nv0f/model_params.npz
+Exported library to: /tmp/tmptbnzfond/model_deployed.so
+Saved parameters to: /tmp/tmptbnzfond/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 bf475227157..78b410a9cb7 100644
--- a/docs/how_to/tutorials/e2e_opt_model.html
+++ b/docs/how_to/tutorials/e2e_opt_model.html
@@ -674,8 +674,8 @@ 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]
- 71%|███████   | 31.8M/44.7M [00:00&lt;00:00, 332MB/s]
-100%|██████████| 44.7M/44.7M [00:00&lt;00:00, 348MB/s]
+ 77%|███████▋  | 34.2M/44.7M [00:00&lt;00:00, 359MB/s]
+100%|██████████| 44.7M/44.7M [00:00&lt;00:00, 363MB/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 b683bba389e..1c85a0b6f13 100644
--- a/docs/how_to/tutorials/sg_execution_times.html
+++ b/docs/how_to/tutorials/sg_execution_times.html
@@ -634,7 +634,7 @@ 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>00:13.258</strong> total execution time for 8 files <strong>from how_to/tutorials</strong>:</p>
+<p><strong>00:13.174</strong> total execution time for 8 files <strong>from how_to/tutorials</strong>:</p>
 <div class="docutils container">
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 <link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
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 </thead>
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-<td><p>00:08.484</p></td>
+<td><p>00:08.447</p></td>
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-<td><p>00:03.307</p></td>
+<td><p>00:03.272</p></td>
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-<td><p>00:00.663</p></td>
+<td><p>00:00.660</p></td>
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-<td><p>00:00.478</p></td>
+<td><p>00:00.472</p></td>
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 </tr>
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-<td><p>00:00.294</p></td>
+<td><p>00:00.292</p></td>
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-<td><p>00:00.004</p></td>
+<td><p>00:00.005</p></td>
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 <tr class="row-odd"><td><p><a class="reference internal" href="export_and_load_executable.html#sphx-glr-how-to-tutorials-export-and-load-executable-py"><span class="std std-ref">Export and Load Relax Executables</span></a> (<code class="docutils literal notranslate"><span class="pre">export_and_load_executable.py</span></code>)</p></td>
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-<tr id="row_0_11_40_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExecScopeNode.html" target="_self">ExecScopeNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_41_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1tirx_1_1ExecSplit.html" target="_self">ExecSplit</a></td><td class="desc">One scope_switch split. Fields are sparse dicts keyed by active-set axis name, e.g. laneid/warpid/cta_id/wid_in_wg/wgid or factorized CTA axes such as cbx/cby/cbz. An empty map denotes the empty la [...]
-<tr id="row_0_11_42_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprFunctor.html" target="_self">ExprFunctor</a></td><td class="desc">Dialect entry point for shared expression dispatch </td></tr>
-<tr id="row_0_11_43_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprFunctor_3_01R_07const_01Expr_01_6_00_01Args_8_8_8_08_4.html" target="_self">ExprFunctor&lt; R(const Expr &amp;, Args...)&gt;</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_44_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1For.html" target="_self">For</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ForNode.html" title="A for loop, with possible type annotations.">ForNode</a> </td></tr>
-<tr id="row_0_11_45_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ForNode.html" target="_self">ForNode</a></td><td class="desc">A for loop, with possible type annotations </td></tr>
-<tr id="row_0_11_46_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IfThenElse.html" target="_self">IfThenElse</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1IfThenElseNode.html" title="IfThenElse statement.">IfThenElseNode</a> </td></tr>
-<tr id="row_0_11_47_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IfThenElseNode.html" target="_self">IfThenElseNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1IfThenElse.html" title="Managed reference to IfThenElseNode.">IfThenElse</a> statement </td></tr>
-<tr id="row_0_11_48_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IndexMap.html" target="_self">IndexMap</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_49_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IndexMapNode.html" target="_self">IndexMapNode</a></td><td class="desc">Defines a mapping between two representations of indices into a buffer </td></tr>
-<tr id="row_0_11_50_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Iter.html" target="_self">Iter</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_51_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IterNode.html" target="_self">IterNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_52_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IterVar.html" target="_self">IterVar</a></td><td class="desc">Iteration Variable, represents an iteration over an integer interval </td></tr>
-<tr id="row_0_11_53_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IterVarNode.html" target="_self">IterVarNode</a></td><td class="desc">An iteration variable representing an iteration over a one dimensional interval </td></tr>
-<tr id="row_0_11_54_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LambdaExpr.html" target="_self">LambdaExpr</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1LambdaExprNode.html" title="A reified Python lambda: a list of bound variables and a body over them.">LambdaExprNode</a> </td></tr>
-<tr id="row_0_11_55_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LambdaExprNode.html" target="_self">LambdaExprNode</a></td><td class="desc">A reified Python lambda: a list of bound variables and a body over them </td></tr>
-<tr id="row_0_11_56_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Layout.html" target="_self">Layout</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_57_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LayoutNode.html" target="_self">LayoutNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_58_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PrimFunc.html" target="_self">PrimFunc</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1PrimFuncNode.html" title="Primitive functions that contains TIR statements.">PrimFuncNode</a> </td></tr>
-<tr id="row_0_11_59_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PrimFuncNode.html" target="_self">PrimFuncNode</a></td><td class="desc">Primitive functions that contains TIR statements </td></tr>
-<tr id="row_0_11_60_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Return.html" target="_self">Return</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ReturnNode.html" title="A return from the current function.">ReturnNode</a> </td></tr>
-<tr id="row_0_11_61_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ReturnNode.html" target="_self">ReturnNode</a></td><td class="desc">A return from the current function </td></tr>
-<tr id="row_0_11_62_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBijectiveLayout.html" target="_self">SBijectiveLayout</a></td><td class="desc">Bijective function mapping for data layout transformation. Given two <a class="el" href="classtvm_1_1tirx_1_1SLayout.html" title="Managed reference to SLayoutNode.">SLayout</a>, <a cla [...]
-<tr id="row_0_11_63_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBijectiveLayoutNode.html" target="_self">SBijectiveLayoutNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_64_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlockDependenceInfo.html" target="_self">SBlockDependenceInfo</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1SBlockDependenceInfoNode.html" title="An object that helps build and query block level dependences using the 2 core [...]
-<tr id="row_0_11_65_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlockDependenceInfoNode.html" target="_self">SBlockDependenceInfoNode</a></td><td class="desc">An object that helps build and query block level dependences using the 2 core objects <a class="el" href="classtvm_1_1tirx_1_1SBlockScope.html" title="Managed reference [...]
-<tr id="row_0_11_66_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlockScope.html" target="_self">SBlockScope</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1SBlockScopeNode.html" title="An object with 1-to-1 correspondence with each block reference in the sref tree. This data structure ... [...]
-<tr id="row_0_11_67_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlockScopeNode.html" target="_self">SBlockScopeNode</a></td><td class="desc">An object with 1-to-1 correspondence with each block reference in the sref tree. This data structure is used to track the producer-consumer dependencies between blocks. <a class="el" hre [...]
-<tr id="row_0_11_68_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDef.html" target="_self">ScopeIdDef</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_69_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefNode.html" target="_self">ScopeIdDefNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_70_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefStmt.html" target="_self">ScopeIdDefStmt</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefStmtNode.html" title="Standalone statement that declares a scope-id binding (e.g. cta_id, warp_id, lane_id)....">Scop [...]
-<tr id="row_0_11_71_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefStmtNode.html" target="_self">ScopeIdDefStmtNode</a></td><td class="desc">Standalone statement that declares a scope-id binding (e.g. cta_id, warp_id, lane_id). Carries a <code><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDef.html">ScopeIdDef</a></code [...]
-<tr id="row_0_11_72_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefVerifier.html" target="_self">ScopeIdDefVerifier</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_73_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdResolve.html" target="_self">ScopeIdResolve</a></td><td class="desc">Static resolver for <a class="el" href="classtvm_1_1tirx_1_1ScopeIdDef.html">ScopeIdDef</a> values. Replaces the former ScopeIdResolveTable runtime registry with a closed-enum switch </td></tr>
-<tr id="row_0_11_74_" class="odd" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;">&#160;</span><span id="arr_0_11_74_" class="arrow" onclick="toggleFolder('0_11_74_')">&#9658;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SeqStmt.html" target="_self">SeqStmt</a></td><td class="desc">Sequence statement </td></tr>
-<tr id="row_0_11_74_0_" class="odd" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SeqStmt_1_1Flattener.html" target="_self">Flattener</a></td><td class="desc">Helper class to flatten sequence of arguments into Array </td></tr>
-<tr id="row_0_11_75_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SeqStmtNode.html" target="_self">SeqStmtNode</a></td><td class="desc">The container of seq statement. Represent a sequence of statements </td></tr>
-<tr id="row_0_11_76_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SLayout.html" target="_self">SLayout</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1SLayoutNode.html" title="SLayout is to describe how data is organized within an N-dimention tensor. It is composed of upper ca...">SLayoutNod [...]
-<tr id="row_0_11_77_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SLayoutAxis.html" target="_self">SLayoutAxis</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_78_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SLayoutNode.html" target="_self">SLayoutNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1SLayout.html" title="Managed reference to SLayoutNode.">SLayout</a> is to describe how data is organized within an N-dimention tensor. It is composed of u [...]
-<tr id="row_0_11_79_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SRefTreeCreator.html" target="_self">SRefTreeCreator</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_80_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Stmt.html" target="_self">Stmt</a></td><td class="desc">Container of all statements </td></tr>
-<tr id="row_0_11_81_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtExprMutator.html" target="_self">StmtExprMutator</a></td><td class="desc">Mutator that recursively mutates stmts and exprs on them </td></tr>
-<tr id="row_0_11_82_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtExprVisitor.html" target="_self">StmtExprVisitor</a></td><td class="desc">Native visitor for TIRx statements and their expression operands </td></tr>
-<tr id="row_0_11_83_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtFunctor.html" target="_self">StmtFunctor</a></td><td class="desc">Type-dispatched statement functor with a caller-selected signature </td></tr>
-<tr id="row_0_11_84_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtFunctor_3_01R_07const_01Stmt_01_6_00_01Args_8_8_8_08_4.html" target="_self">StmtFunctor&lt; R(const Stmt &amp;, Args...)&gt;</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_85_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtNode.html" target="_self">StmtNode</a></td><td class="desc">Base node of all statements </td></tr>
-<tr id="row_0_11_86_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtSRef.html" target="_self">StmtSRef</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1StmtSRefNode.html" title="An object that refers to schedulable elements (block/for-loop) in TensorIR, aka &quot;sref&quot;.">StmtSRefNode</ [...]
-<tr id="row_0_11_87_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtSRefNode.html" target="_self">StmtSRefNode</a></td><td class="desc">An object that refers to schedulable elements (block/for-loop) in TensorIR, aka "sref" </td></tr>
-<tr id="row_0_11_88_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1tirx_1_1TensorMapEncodeTiledAttr.html" target="_self">TensorMapEncodeTiledAttr</a></td><td class="desc">Fixed encoding options for tensormap_encode_tiled </td></tr>
-<tr id="row_0_11_89_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TensorMapType.html" target="_self">TensorMapType</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1TensorMapTypeNode.html" title="The type of tensor map.">TensorMapTypeNode</a> </td></tr>
-<tr id="row_0_11_90_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TensorMapTypeNode.html" target="_self">TensorMapTypeNode</a></td><td class="desc">The type of tensor map </td></tr>
-<tr id="row_0_11_91_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TileLayout.html" target="_self">TileLayout</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_92_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TileLayoutNode.html" target="_self">TileLayoutNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_11_93_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TilePrimitiveCall.html" target="_self">TilePrimitiveCall</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1TilePrimitiveCallNode.html" title="TIRX TilePrimitiveCall stmt.">TilePrimitiveCallNode</a> </td></tr>
-<tr id="row_0_11_94_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TilePrimitiveCallNode.html" target="_self">TilePrimitiveCallNode</a></td><td class="desc">TIRX <a class="el" href="classtvm_1_1tirx_1_1TilePrimitiveCall.html" title="Managed reference to TilePrimitiveCallNode.">TilePrimitiveCall</a> stmt </td></tr>
-<tr id="row_0_11_95_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1While.html" target="_self">While</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1WhileNode.html" title="A While loop.">WhileNode</a> </td></tr>
-<tr id="row_0_11_96_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1WhileNode.html" target="_self">WhileNode</a></td><td class="desc">A <a class="el" href="classtvm_1_1tirx_1_1While.html" title="Managed reference to WhileNode.">While</a> loop </td></tr>
+<tr id="row_0_11_8_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1AxisNode.html" target="_self">AxisNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_9_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1tirx_1_1AxisRange.html" target="_self">AxisRange</a></td><td class="desc">Active slice offset + stride * [0, extent) encoded on one <a class="el" href="classtvm_1_1tirx_1_1TileLayout.html">TileLayout</a> axis </td></tr>
+<tr id="row_0_11_10_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Bind.html" target="_self">Bind</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BindNode.html" title="Bind a variable to a value in the enclosing scope.">BindNode</a> </td></tr>
+<tr id="row_0_11_11_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BindNode.html" target="_self">BindNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1Bind.html" title="Managed reference to BindNode.">Bind</a> a variable to a value in the enclosing scope </td></tr>
+<tr id="row_0_11_12_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Break.html" target="_self">Break</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BreakNode.html" title="A Break in control flow.">BreakNode</a> </td></tr>
+<tr id="row_0_11_13_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BreakNode.html" target="_self">BreakNode</a></td><td class="desc">A <a class="el" href="classtvm_1_1tirx_1_1Break.html" title="Managed reference to BreakNode.">Break</a> in control flow </td></tr>
+<tr id="row_0_11_14_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html" target="_self">BufferAxisGraphExtractor</a></td><td class="desc">Construct an axis group graph from a <a class="el" href="classtvm_1_1tirx_1_1PrimFunc.html" title="Managed reference to PrimFuncNode.">PrimFunc</a>. Two buffer axis are [...]
+<tr id="row_0_11_15_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferAxisHash.html" target="_self">BufferAxisHash</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_16_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferRegionType.html" target="_self">BufferRegionType</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BufferRegionTypeNode.html" title="The type of a multi-dimensional buffer region expression.">BufferRegionTypeNode</a> </td></tr>
+<tr id="row_0_11_17_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferRegionTypeNode.html" target="_self">BufferRegionTypeNode</a></td><td class="desc">The type of a multi-dimensional buffer region expression </td></tr>
+<tr id="row_0_11_18_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferStore.html" target="_self">BufferStore</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BufferStoreNode.html" title="Store value to the high dimension buffer.">BufferStoreNode</a> </td></tr>
+<tr id="row_0_11_19_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferStoreNode.html" target="_self">BufferStoreNode</a></td><td class="desc">Store value to the high dimension buffer </td></tr>
+<tr id="row_0_11_20_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferType.html" target="_self">BufferType</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BufferTypeNode.html" title="Structural type of a TIRx buffer variable.">BufferTypeNode</a> </td></tr>
+<tr id="row_0_11_21_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferTypeNode.html" target="_self">BufferTypeNode</a></td><td class="desc">Structural type of a TIRx buffer variable </td></tr>
+<tr id="row_0_11_22_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html" target="_self">BufferVar</a></td><td class="desc">Checked zero-state view over an ordinary <a class="el" href="classtvm_1_1VarNode.html" title="A local variable in the IR.">VarNode</a> with <a class="el" href="classtvm_1_1tirx_1_1BufferType.html" t [...]
+<tr id="row_0_11_23_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1tirx_1_1CallFFIKernelAttr.html" target="_self">CallFFIKernelAttr</a></td><td class="desc">Launch metadata for call_ffi_kernel </td></tr>
+<tr id="row_0_11_24_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ComposeLayout.html" target="_self">ComposeLayout</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_25_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ComposeLayoutNode.html" target="_self">ComposeLayoutNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_26_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Continue.html" target="_self">Continue</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ContinueNode.html" title="A Continue in control flow.">ContinueNode</a> </td></tr>
+<tr id="row_0_11_27_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ContinueNode.html" target="_self">ContinueNode</a></td><td class="desc">A <a class="el" href="classtvm_1_1tirx_1_1Continue.html" title="Managed reference to ContinueNode.">Continue</a> in control flow </td></tr>
+<tr id="row_0_11_28_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1DeclBuffer.html" target="_self">DeclBuffer</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1DeclBufferNode.html" title="Declare a buffer that can be used in the body.">DeclBufferNode</a> </td></tr>
+<tr id="row_0_11_29_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1DeclBufferNode.html" target="_self">DeclBufferNode</a></td><td class="desc">Declare a buffer that can be used in the body </td></tr>
+<tr id="row_0_11_30_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Dependency.html" target="_self">Dependency</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1DependencyNode.html" title="A tuple (src, dst, kind) representing certain types of dependency. For example, (A,...">DependencyNode</a>  [...]
+<tr id="row_0_11_31_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1DependencyNode.html" target="_self">DependencyNode</a></td><td class="desc">A tuple (src, dst, kind) representing certain types of dependency. <a class="el" href="classtvm_1_1tirx_1_1For.html" title="Managed reference to ForNode.">For</a> example, (A, B, kRAW) mea [...]
+<tr id="row_0_11_32_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1DispatchContext.html" target="_self">DispatchContext</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1DispatchContextNode.html" title="The context information of the kernel required by op dispatch.">DispatchContextNode</a> </td></tr>
+<tr id="row_0_11_33_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1DispatchContextNode.html" target="_self">DispatchContextNode</a></td><td class="desc">The context information of the kernel required by op dispatch </td></tr>
+<tr id="row_0_11_34_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Evaluate.html" target="_self">Evaluate</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1EvaluateNode.html" title="Evaluates an expression. This is mostly used for putting a Call node into Stmt.">EvaluateNode</a> </td></tr>
+<tr id="row_0_11_35_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1EvaluateNode.html" target="_self">EvaluateNode</a></td><td class="desc">Evaluates an expression. This is mostly used for putting a <a class="el" href="classtvm_1_1Call.html" title="Managed reference to CallNode.">Call</a> node into <a class="el" href="classtvm_1_1 [...]
+<tr id="row_0_11_36_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1tirx_1_1ExecContext.html" target="_self">ExecContext</a></td><td class="desc">Per-program-point <a class="el" href="structtvm_1_1tirx_1_1ExecContext.html" title="Per-program-point ExecContext: active set + scope kind + split.">ExecContext</a>: active set + scope kind + s [...]
+<tr id="row_0_11_37_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExecScope.html" target="_self">ExecScope</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_38_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExecScopeNode.html" target="_self">ExecScopeNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_39_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1tirx_1_1ExecSplit.html" target="_self">ExecSplit</a></td><td class="desc">One scope_switch split. Fields are sparse dicts keyed by active-set axis name, e.g. laneid/warpid/cta_id/wid_in_wg/wgid or factorized CTA axes such as cbx/cby/cbz. An empty map denotes the empty la [...]
+<tr id="row_0_11_40_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprFunctor.html" target="_self">ExprFunctor</a></td><td class="desc">Dialect entry point for shared expression dispatch </td></tr>
+<tr id="row_0_11_41_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprFunctor_3_01R_07const_01Expr_01_6_00_01Args_8_8_8_08_4.html" target="_self">ExprFunctor&lt; R(const Expr &amp;, Args...)&gt;</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_42_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1For.html" target="_self">For</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ForNode.html" title="A for loop, with possible type annotations.">ForNode</a> </td></tr>
+<tr id="row_0_11_43_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ForNode.html" target="_self">ForNode</a></td><td class="desc">A for loop, with possible type annotations </td></tr>
+<tr id="row_0_11_44_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IfThenElse.html" target="_self">IfThenElse</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1IfThenElseNode.html" title="IfThenElse statement.">IfThenElseNode</a> </td></tr>
+<tr id="row_0_11_45_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IfThenElseNode.html" target="_self">IfThenElseNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1IfThenElse.html" title="Managed reference to IfThenElseNode.">IfThenElse</a> statement </td></tr>
+<tr id="row_0_11_46_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IndexMap.html" target="_self">IndexMap</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_47_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IndexMapNode.html" target="_self">IndexMapNode</a></td><td class="desc">Defines a mapping between two representations of indices into a buffer </td></tr>
+<tr id="row_0_11_48_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Iter.html" target="_self">Iter</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_49_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IterNode.html" target="_self">IterNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_50_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IterVar.html" target="_self">IterVar</a></td><td class="desc">Iteration Variable, represents an iteration over an integer interval </td></tr>
+<tr id="row_0_11_51_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IterVarNode.html" target="_self">IterVarNode</a></td><td class="desc">An iteration variable representing an iteration over a one dimensional interval </td></tr>
+<tr id="row_0_11_52_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LambdaExpr.html" target="_self">LambdaExpr</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1LambdaExprNode.html" title="A reified Python lambda: a list of bound variables and a body over them.">LambdaExprNode</a> </td></tr>
+<tr id="row_0_11_53_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LambdaExprNode.html" target="_self">LambdaExprNode</a></td><td class="desc">A reified Python lambda: a list of bound variables and a body over them </td></tr>
+<tr id="row_0_11_54_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Layout.html" target="_self">Layout</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_55_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LayoutNode.html" target="_self">LayoutNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_56_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PrimFunc.html" target="_self">PrimFunc</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1PrimFuncNode.html" title="Primitive functions that contains TIR statements.">PrimFuncNode</a> </td></tr>
+<tr id="row_0_11_57_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PrimFuncNode.html" target="_self">PrimFuncNode</a></td><td class="desc">Primitive functions that contains TIR statements </td></tr>
+<tr id="row_0_11_58_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Return.html" target="_self">Return</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ReturnNode.html" title="A return from the current function.">ReturnNode</a> </td></tr>
+<tr id="row_0_11_59_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ReturnNode.html" target="_self">ReturnNode</a></td><td class="desc">A return from the current function </td></tr>
+<tr id="row_0_11_60_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBijectiveLayout.html" target="_self">SBijectiveLayout</a></td><td class="desc">Bijective function mapping for data layout transformation. Given two <a class="el" href="classtvm_1_1tirx_1_1SLayout.html" title="Managed reference to SLayoutNode.">SLayout</a>, <a cla [...]
+<tr id="row_0_11_61_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBijectiveLayoutNode.html" target="_self">SBijectiveLayoutNode</a></td><td class="desc"></td></tr>
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+<tr id="row_0_11_65_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlockScopeNode.html" target="_self">SBlockScopeNode</a></td><td class="desc">An object with 1-to-1 correspondence with each block reference in the sref tree. This data structure is used to track the producer-consumer dependencies between blocks. <a class="el" hre [...]
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+<tr id="row_0_11_67_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefNode.html" target="_self">ScopeIdDefNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_68_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefStmt.html" target="_self">ScopeIdDefStmt</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefStmtNode.html" title="Standalone statement that declares a scope-id binding (e.g. cta_id, warp_id, lane_id)....">Scop [...]
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+<tr id="row_0_11_72_0_" class="odd" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SeqStmt_1_1Flattener.html" target="_self">Flattener</a></td><td class="desc">Helper class to flatten sequence of arguments into Array </td></tr>
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+<tr id="row_0_11_76_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SLayoutNode.html" target="_self">SLayoutNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1SLayout.html" title="Managed reference to SLayoutNode.">SLayout</a> is to describe how data is organized within an N-dimention tensor. It is composed of u [...]
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+<tr id="row_0_11_79_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtExprMutator.html" target="_self">StmtExprMutator</a></td><td class="desc">Mutator that recursively mutates stmts and exprs on them </td></tr>
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+<tr id="row_0_11_89_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TileLayout.html" target="_self">TileLayout</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_90_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TileLayoutNode.html" target="_self">TileLayoutNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_11_91_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TilePrimitiveCall.html" target="_self">TilePrimitiveCall</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1TilePrimitiveCallNode.html" title="TIRX TilePrimitiveCall stmt.">TilePrimitiveCallNode</a> </td></tr>
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+<tr id="row_0_11_93_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1While.html" target="_self">While</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1WhileNode.html" title="A While loop.">WhileNode</a> </td></tr>
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 <tr id="row_0_12_0_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;">&#160;</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1topi_1_1EinsumEquation.html" target="_self">EinsumEquation</a></td><td class="desc"></td></tr>
 <tr id="row_0_13_" class="odd" style="display:none;"><td class="entry"><span style="width:16px;display:inline-block;">&#160;</span><span id="arr_0_13_" class="arrow" onclick="toggleFolder('0_13_')">&#9658;</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1transform.html" target="_self">transform</a></td><td class="desc"></td></tr>
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