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Posted to commits@tvm.apache.org by tq...@apache.org on 2026/07/31 05:43:58 UTC
(tvm-site) branch asf-site updated: deploying docs (apache/tvm@36cf270e912a1abe20a099bde632683350da8dc6)
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 0e19f147b0a deploying docs (apache/tvm@36cf270e912a1abe20a099bde632683350da8dc6)
0e19f147b0a is described below
commit 0e19f147b0aa9782bf85c83d6cc392edbfa4488b
Author: tvm-bot <95...@users.noreply.github.com>
AuthorDate: Fri Jul 31 05:43:50 2026 +0000
deploying docs (apache/tvm@36cf270e912a1abe20a099bde632683350da8dc6)
---
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.../e2e_opt_model.zip | Bin 14479 -> 14479 bytes
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diff --git a/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip b/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip
index bde7499e0a6..8e7dc7cce53 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 00db850b002..5e39fe450d5 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
=================
-**00:00.233** total execution time for 2 files **from deep_dive/relax/tutorials**:
+**00:00.228** 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``)
- - 00:00.169
+ - 00:00.165
- 0.0
* - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` (``relax_transformation.py``)
- - 00:00.064
+ - 00:00.063
- 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 f13b268d570..3babcfd9745 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
=================
-**00:00.882** total execution time for 4 files **from deep_dive/tensor_ir/tutorials**:
+**00:00.876** 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``)
- - 00:00.370
+ - 00:00.374
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` (``tir_creation.py``)
- - 00:00.331
+ - 00:00.322
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_dlight_gpu_scheduling.py` (``dlight_gpu_scheduling.py``)
- - 00:00.166
+ - 00:00.165
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_meta_schedule.py` (``meta_schedule.py``)
- 00:00.015
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 f2b0652eeed..b84e0fdad1f 100644
--- a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst
+++ b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst
@@ -120,7 +120,7 @@ original implementation.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 2.5575 2.5575 2.5575 2.5575 0.0000
+ 2.6679 2.6679 2.6679 2.6679 0.0000
@@ -294,7 +294,7 @@ action involves reordering these two loops.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.8568 0.8568 0.8568 0.8568 0.0000
+ 0.8685 0.8685 0.8685 0.8685 0.0000
@@ -424,7 +424,7 @@ from the reduction update via the **decompose_reduction** primitive.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.3400 0.3400 0.3400 0.3400 0.0000
+ 0.3529 0.3529 0.3529 0.3529 0.0000
diff --git a/docs/_sources/get_started/tutorials/ir_module.rst b/docs/_sources/get_started/tutorials/ir_module.rst
index 4898be6c1cf..e79c9478ce3 100644
--- a/docs/_sources/get_started/tutorials/ir_module.rst
+++ b/docs/_sources/get_started/tutorials/ir_module.rst
@@ -696,8 +696,8 @@ We can deploy the IRModule on CPU by specifying the target as ``llvm``.
.. code-block:: none
- [[ 0.10540085 -0.14369866 0.29414758 0.0748456 0.07827781 0.05264963
- -0.15639795 -0.25290024 0.18853387 0.1793549 ]]
+ [[-0.01816903 0.03771164 0.0785255 -0.11476771 -0.07748116 -0.03673651
+ -0.1594218 -0.05873348 -0.23111917 0.03910953]]
@@ -763,8 +763,8 @@ Now we can compile the IRModule on GPU, the similar way as we did on CPU.
.. code-block:: none
- [[ 0.10540082 -0.14369863 0.29414755 0.07484558 0.07827783 0.05264967
- -0.15639792 -0.25290036 0.18853384 0.17935492]]
+ [[-0.01816906 0.03771167 0.07852545 -0.11476764 -0.07748117 -0.0367365
+ -0.1594218 -0.05873356 -0.2311192 0.0391095 ]]
diff --git a/docs/_sources/get_started/tutorials/quick_start.rst b/docs/_sources/get_started/tutorials/quick_start.rst
index 7911280c1c4..ec9bbf5e86f 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
- [[25621.4 24064.668 25141.17 23696.188 24442.953 26562.17 24058.588
- 24688.068 24206.094 22869.754]]
+ [[23831.408 24126.654 23790.18 24637.307 23886.379 24970.656 25216.723
+ 24620.414 25048.535 23499.738]]
diff --git a/docs/_sources/get_started/tutorials/sg_execution_times.rst b/docs/_sources/get_started/tutorials/sg_execution_times.rst
index 53ddbfc5267..2e29158177f 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
=================
-**00:05.376** total execution time for 2 files **from get_started/tutorials**:
+**00:05.345** 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``)
- - 00:05.148
+ - 00:05.117
- 0.0
* - :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``quick_start.py``)
- - 00:00.229
+ - 00:00.228
- 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 85d868e50d1..de2afe94826 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
- 8.9e-08 secs/op
+ 8.7e-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/tmpn0p6lzy9/model_deployed.so
- Saved parameters to: /tmp/tmpn0p6lzy9/model_params.npz
+ Exported library to: /tmp/tmp9_mj10cp/model_deployed.so
+ Saved parameters to: /tmp/tmp9_mj10cp/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 c5446f521ec..9ee74436ec4 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, 333MB/s] 100%|██████████| 44.7M/44.7M [00:00<00:00, 360MB/s]
+ 0%| | 0.00/44.7M [00:00<?, ?B/s] 75%|███████▌ | 33.6M/44.7M [00:00<00:00, 352MB/s] 100%|██████████| 44.7M/44.7M [00:00<00:00, 357MB/s]
diff --git a/docs/_sources/how_to/tutorials/sg_execution_times.rst b/docs/_sources/how_to/tutorials/sg_execution_times.rst
index f61de870fc4..0e779726719 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
=================
-**00:17.465** total execution time for 8 files **from how_to/tutorials**:
+**00:17.470** total execution time for 8 files **from how_to/tutorials**:
.. container::
@@ -33,17 +33,17 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` (``optimize_llm.py``)
- - 00:12.502
+ - 00:12.413
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_import_model.py` (``import_model.py``)
- - 00:03.443
+ - 00:03.458
+ - 0.0
+ * - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``e2e_opt_model.py``)
+ - 00:00.629
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``)
- 00:00.562
- 0.0
- * - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``e2e_opt_model.py``)
- - 00:00.550
- - 0.0
* - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``customize_opt.py``)
- 00:00.332
- 0.0
diff --git a/docs/_sources/sg_execution_times.rst b/docs/_sources/sg_execution_times.rst
index d797f3e1f9e..1e13e5a413b 100644
--- a/docs/_sources/sg_execution_times.rst
+++ b/docs/_sources/sg_execution_times.rst
@@ -6,7 +6,7 @@
Computation times
=================
-**00:23.957** total execution time for 16 files **from all galleries**:
+**00:23.920** total execution time for 16 files **from all galleries**:
.. container::
@@ -33,43 +33,43 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` (``../how_to/tutorials/optimize_llm.py``)
- - 00:12.502
+ - 00:12.413
- 0.0
* - :ref:`sphx_glr_get_started_tutorials_ir_module.py` (``../get_started/tutorials/ir_module.py``)
- - 00:05.148
+ - 00:05.117
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_import_model.py` (``../how_to/tutorials/import_model.py``)
- - 00:03.443
+ - 00:03.458
+ - 0.0
+ * - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``../how_to/tutorials/e2e_opt_model.py``)
+ - 00:00.629
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``../how_to/tutorials/cross_compilation_and_rpc.py``)
- 00:00.562
- 0.0
- * - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``../how_to/tutorials/e2e_opt_model.py``)
- - 00:00.550
- - 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_transformation.py` (``../deep_dive/tensor_ir/tutorials/tir_transformation.py``)
- - 00:00.370
+ - 00:00.374
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``../how_to/tutorials/customize_opt.py``)
- 00:00.332
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` (``../deep_dive/tensor_ir/tutorials/tir_creation.py``)
- - 00:00.331
+ - 00:00.322
- 0.0
* - :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``../get_started/tutorials/quick_start.py``)
- - 00:00.229
- - 0.0
- * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_creation.py` (``../deep_dive/relax/tutorials/relax_creation.py``)
- - 00:00.169
+ - 00:00.228
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_dlight_gpu_scheduling.py` (``../deep_dive/tensor_ir/tutorials/dlight_gpu_scheduling.py``)
- - 00:00.166
+ - 00:00.165
+ - 0.0
+ * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_creation.py` (``../deep_dive/relax/tutorials/relax_creation.py``)
+ - 00:00.165
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_bring_your_own_codegen.py` (``../how_to/tutorials/bring_your_own_codegen.py``)
- 00:00.070
- 0.0
* - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` (``../deep_dive/relax/tutorials/relax_transformation.py``)
- - 00:00.064
+ - 00:00.063
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_meta_schedule.py` (``../deep_dive/tensor_ir/tutorials/meta_schedule.py``)
- 00:00.015
diff --git a/docs/commit_hash b/docs/commit_hash
index bff619ec38c..8ee15b0d594 100644
--- a/docs/commit_hash
+++ b/docs/commit_hash
@@ -1 +1 @@
-771193a5c26188713b2ec01f5bcd937bf7966fae
+36cf270e912a1abe20a099bde632683350da8dc6
diff --git a/docs/deep_dive/relax/tutorials/relax_creation.html b/docs/deep_dive/relax/tutorials/relax_creation.html
index 46d61ae4536..46f42237c24 100644
--- a/docs/deep_dive/relax/tutorials/relax_creation.html
+++ b/docs/deep_dive/relax/tutorials/relax_creation.html
@@ -869,7 +869,7 @@ Tensor Expression(TE), TensorIR functions or other TVM packed functions.</p>
<span class="bp">self</span><span class="o">.</span><span class="n">fc2</span> <span class="o">=</span> <span class="n">nn</span><span class="o">.</span><span class="n">Linear</span><span class="p">(</span><span class="mi">128</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
<span class="k">def</span><span class="w"> </span><span class="nf">forward</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <a href="../../../reference/api/python/ir.html#tvm.ir.Var" title="tvm.ir.Var" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">x</span></a><span class="p">):</span>
- <a href="../../../reference/api/python/ir.html#tvm.ir.Var" title="tvm.ir.Var" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">n</span></a> <span class="o">=</span> <a href="../../../reference/api/python/ir.html#tvm.ir.Var" title="tvm.ir.Var" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">x</span><span class="o">.</span><span class="n">shape</span></a><s [...]
+ <a href="../../../reference/api/python/ir.html#tvm.ir.Var" title="tvm.ir.Var" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">n</span></a> <span class="o">=</span> <a href="../../../reference/api/python/ir.html#tvm.ir.Var" title="tvm.ir.Var" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">x</span></a><span class="o">.</span><span class="n">shape</span><s [...]
<span class="c1"># We can call external functions using nn.extern</span>
<a href="../../../reference/api/python/ir.html#tvm.ir.Var" title="tvm.ir.Var" class="sphx-glr-backref-module-tvm-ir sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">x</span></a> <span class="o">=</span> <span class="n">nn</span><span class="o">.</span><span class="n">extern</span><span class="p">(</span>
<span class="s2">"env.linear"</span><span class="p">,</span>
diff --git a/docs/deep_dive/relax/tutorials/sg_execution_times.html b/docs/deep_dive/relax/tutorials/sg_execution_times.html
index a3ec8922366..55971fd4594 100644
--- a/docs/deep_dive/relax/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/relax/tutorials/sg_execution_times.html
@@ -618,7 +618,7 @@ 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>00:00.233</strong> total execution time for 2 files <strong>from deep_dive/relax/tutorials</strong>:</p>
+<p><strong>00:00.228</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" />
@@ -640,11 +640,11 @@ $(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>00:00.169</p></td>
+<td><p>00:00.165</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>00:00.064</p></td>
+<td><p>00:00.063</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 abe8adafc3d..eb647b4148f 100644
--- a/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
@@ -618,7 +618,7 @@ 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>00:00.882</strong> total execution time for 4 files <strong>from deep_dive/tensor_ir/tutorials</strong>:</p>
+<p><strong>00:00.876</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" />
@@ -640,15 +640,15 @@ $(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>00:00.370</p></td>
+<td><p>00:00.374</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>00:00.331</p></td>
+<td><p>00:00.322</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>00:00.166</p></td>
+<td><p>00:00.165</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 d394a895b71..6a6ec57e59c 100644
--- a/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
+++ b/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
@@ -705,7 +705,7 @@ 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)
- 2.5575 2.5575 2.5575 2.5575 0.0000
+ 2.6679 2.6679 2.6679 2.6679 0.0000
</pre></div>
</div>
<section id="initialization-schedule">
@@ -803,7 +803,7 @@ class Module:
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.8568 0.8568 0.8568 0.8568 0.0000
+ 0.8685 0.8685 0.8685 0.8685 0.0000
</pre></div>
</div>
</section>
@@ -899,7 +899,7 @@ class Module:
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.3400 0.3400 0.3400 0.3400 0.0000
+ 0.3529 0.3529 0.3529 0.3529 0.0000
</pre></div>
</div>
</section>
diff --git a/docs/genindex.html b/docs/genindex.html
index d180129213a..033a7237426 100644
--- a/docs/genindex.html
+++ b/docs/genindex.html
@@ -575,7 +575,7 @@ document.write(`
</ul></li>
<li><a href="reference/api/python/testing.html#tvm.testing.Path.absolute">absolute() (tvm.testing.Path method)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.access_ptr">access_ptr() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.access_ptr">access_ptr() (tvm.ir.Var method)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.op_attrs.IndexPutAttrs.accumulate">accumulate (tvm.relax.op.op_attrs.IndexPutAttrs property)</a>
</li>
@@ -1041,12 +1041,12 @@ document.write(`
</li>
<li><a href="reference/api/python/topi.html#tvm.topi.nn.bitpack">bitpack() (in module tvm.topi.nn)</a>
</li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/api/python/topi.html#tvm.topi.nn.bitserial_conv2d_nchw">bitserial_conv2d_nchw() (in module tvm.topi.nn)</a>
</li>
<li><a href="reference/api/python/topi.html#tvm.topi.nn.bitserial_conv2d_nhwc">bitserial_conv2d_nhwc() (in module tvm.topi.nn)</a>
</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/api/python/topi.html#tvm.topi.nn.bitserial_dense">bitserial_dense() (in module tvm.topi.nn)</a>
</li>
<li><a href="tirx/api/backend.html#tvm.backend.cuda.op.bitwise_and">bitwise_and() (in module tvm.backend.cuda.op)</a>
@@ -1105,13 +1105,21 @@ document.write(`
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.bucketize">bucketize() (in module tvm.relax.op)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer">Buffer (class in tvm.tirx)</a>
+ <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer">Buffer (in module tvm.tirx)</a>
+</li>
+ <li><a href="tirx/api/tirx.html#tvm.tirx.buffer_data">buffer_data() (in module tvm.tirx)</a>
+</li>
+ <li><a href="tirx/api/tirx.html#tvm.tirx.buffer_data_pointer_type">buffer_data_pointer_type() (in module tvm.tirx)</a>
+</li>
+ <li><a href="tirx/api/tirx.html#tvm.tirx.BufferAccessKind">BufferAccessKind (class in tvm.tirx)</a>
</li>
<li><a href="tirx/api/tirx.html#tvm.tirx.BufferLoad">BufferLoad (class in tvm.tirx)</a>
</li>
<li><a href="tirx/api/tirx.html#tvm.tirx.BufferRegion">BufferRegion (class in tvm.tirx)</a>
</li>
<li><a href="tirx/api/tirx.html#tvm.tirx.BufferStore">BufferStore (class in tvm.tirx)</a>
+</li>
+ <li><a href="tirx/api/tirx.html#tvm.tirx.BufferType">BufferType (class in tvm.tirx)</a>
</li>
<li><a href="reference/api/python/relax/relax.html#tvm.relax.build">build() (in module tvm.relax)</a>
@@ -1125,9 +1133,9 @@ document.write(`
</li>
<li><a href="reference/api/python/relax/transform.html#tvm.relax.transform.BundleModelParams">BundleModelParams() (in module tvm.relax.transform)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.byte_offset">byte_offset (tvm.tirx.Buffer property)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.byte_offset">byte_offset (tvm.ir.Var property)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.byte_offset_of">byte_offset_of() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.byte_offset_of">byte_offset_of() (tvm.ir.Var method)</a>
</li>
</ul></td>
</tr></table>
@@ -2061,7 +2069,7 @@ document.write(`
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.op_attrs.EinsumAttrs">EinsumAttrs (class in tvm.relax.op.op_attrs)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.elem_offset_of">elem_offset_of() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.elem_offset_of">elem_offset_of() (tvm.ir.Var method)</a>
</li>
<li><a href="reference/api/python/relax/transform.html#tvm.relax.transform.EliminateCommonSubexpr">EliminateCommonSubexpr() (in module tvm.relax.transform)</a>
</li>
@@ -2535,7 +2543,7 @@ document.write(`
</li>
<li><a href="reference/api/python/contrib.html#tvm.contrib.hexagon.ContainerSession.get_env">get_env() (tvm.contrib.hexagon.ContainerSession method)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.get_flattened_buffer">get_flattened_buffer() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.get_flattened_buffer">get_flattened_buffer() (tvm.ir.Var method)</a>
</li>
<li><a href="reference/api/python/relax/relax.html#tvm.relax.BasePyModule.get_function">get_function() (tvm.relax.BasePyModule method)</a>
@@ -2964,6 +2972,8 @@ document.write(`
<li><a href="reference/api/python/ir.html#tvm.ir.Type.is_base_of">is_base_of() (tvm.ir.Type method)</a>
</li>
<li><a href="reference/api/python/testing.html#tvm.testing.Path.is_block_device">is_block_device() (tvm.testing.Path method)</a>
+</li>
+ <li><a href="tirx/api/tirx.html#tvm.tirx.is_buffer_var">is_buffer_var() (in module tvm.tirx)</a>
</li>
<li><a href="reference/api/python/testing.html#tvm.testing.Path.is_char_device">is_char_device() (tvm.testing.Path method)</a>
</li>
@@ -3022,7 +3032,7 @@ document.write(`
<li><a href="reference/api/python/ir.html#tvm.ir.PrimType.is_scalar">is_scalar() (tvm.ir.PrimType method)</a>
<ul>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.is_scalar">(tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.is_scalar">(tvm.ir.Var method)</a>
</li>
</ul></li>
<li><a href="reference/api/python/testing.html#tvm.testing.Path.is_socket">is_socket() (tvm.testing.Path method)</a>
@@ -3297,7 +3307,7 @@ document.write(`
</li>
<li><a href="reference/api/python/runtime/disco.html#tvm.runtime.disco.Session.load_vm_module">load_vm_module() (tvm.runtime.disco.Session method)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.local">local() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.local">local() (tvm.ir.Var method)</a>
</li>
<li><a href="reference/api/python/testing.html#tvm.testing.local_run">local_run() (in module tvm.testing)</a>
</li>
@@ -3990,7 +4000,7 @@ document.write(`
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/api/python/relax/relax.html#tvm.relax.ObjectType">ObjectType (in module tvm.relax)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.offset_of">offset_of() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.offset_of">offset_of() (tvm.ir.Var method)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.one_hot">one_hot() (in module tvm.relax.op)</a>
@@ -4206,7 +4216,7 @@ document.write(`
</li>
<li><a href="reference/api/python/contrib.html#tvm.contrib.tvmjs.TensorCacheShardingManager.pending_nbytes">pending_nbytes (tvm.contrib.tvmjs.TensorCacheShardingManager property)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.permute">permute() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.permute">permute() (tvm.ir.Var method)</a>
</li>
<li><a href="tirx/api/tirx.html#tvm.tirx.TileLayout.permute_by_groups">permute_by_groups() (tvm.tirx.TileLayout method)</a>
</li>
@@ -4364,7 +4374,7 @@ document.write(`
</li>
<li><a href="tirx/api/tirx.html#tvm.tirx.ptr_byte_offset">ptr_byte_offset() (in module tvm.tirx)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.ptr_to">ptr_to() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.ptr_to">ptr_to() (tvm.ir.Var method)</a>
</li>
<li><a href="tirx/api/backend.html#tvm.backend.cuda.op.ptx_add_f32">ptx_add_f32() (in module tvm.backend.cuda.op)</a>
</li>
@@ -4998,7 +5008,7 @@ document.write(`
</ul></li>
<li><a href="reference/api/python/s_tir/schedule.html#tvm.s_tir.schedule.ScheduleState">ScheduleState (class in tvm.s_tir.schedule)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.scope">scope() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.scope">scope() (tvm.ir.Var method)</a>
</li>
<li><a href="tirx/api/tirx.html#tvm.tirx.ScopeIdDef">ScopeIdDef (class in tvm.tirx)</a>
</li>
@@ -6532,7 +6542,7 @@ document.write(`
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.memory.view">view() (in module tvm.relax.op.memory)</a>
<ul>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.view">(tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.view">(tvm.ir.Var method)</a>
</li>
</ul></li>
<li><a href="reference/api/python/target.html#tvm.target.VirtualDevice.virtual_device_id">virtual_device_id (tvm.target.VirtualDevice property)</a>
@@ -7245,7 +7255,7 @@ document.write(`
</ul></li>
<li><a href="reference/api/python/relax/relax.html#tvm.relax.PyExprMutator.visit_with_new_scope">visit_with_new_scope() (tvm.relax.PyExprMutator method)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.vload">vload() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.vload">vload() (tvm.ir.Var method)</a>
</li>
<li><a href="reference/api/python/relax/transform.html#tvm.relax.transform.VMBuiltinLower">VMBuiltinLower() (in module tvm.relax.transform)</a>
</li>
@@ -7261,7 +7271,7 @@ document.write(`
</li>
<li><a href="tirx/api/tirx.html#tvm.tirx.vscale">vscale() (in module tvm.tirx)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.vstore">vstore() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.vstore">vstore() (tvm.ir.Var method)</a>
</li>
<li><a href="reference/api/python/rpc.html#tvm.rpc.RPCSession.vulkan">vulkan() (tvm.rpc.RPCSession method)</a>
</li>
@@ -7291,7 +7301,7 @@ document.write(`
</li>
<li><a href="reference/api/python/topi.html#tvm.topi.nn.winograd_transform_matrices">winograd_transform_matrices() (in module tvm.topi.nn)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.with_allocated_addr">with_allocated_addr() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.with_allocated_addr">with_allocated_addr() (tvm.ir.Var method)</a>
</li>
<li><a href="reference/api/python/ir.html#tvm.ir.BaseFunc.with_attr">with_attr() (tvm.ir.BaseFunc method)</a>
@@ -7308,12 +7318,10 @@ document.write(`
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="tirx/api/tirx.html#tvm.tirx.PrimFunc.with_body">with_body() (tvm.tirx.PrimFunc method)</a>
-</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.with_data">with_data() (tvm.tirx.Buffer method)</a>
</li>
<li><a href="reference/api/python/s_tir/schedule.html#tvm.s_tir.schedule.Trace.with_decision">with_decision() (tvm.s_tir.schedule.Trace method)</a>
</li>
- <li><a href="tirx/api/tirx.html#tvm.tirx.Buffer.with_dtype">with_dtype() (tvm.tirx.Buffer method)</a>
+ <li><a href="reference/api/python/ir.html#tvm.ir.Var.with_dtype">with_dtype() (tvm.ir.Var method)</a>
</li>
<li><a href="reference/api/python/rpc.html#tvm.rpc.with_minrpc">with_minrpc() (in module tvm.rpc)</a>
</li>
diff --git a/docs/get_started/tutorials/ir_module.html b/docs/get_started/tutorials/ir_module.html
index 59cc62a9f33..4dd6a69f614 100644
--- a/docs/get_started/tutorials/ir_module.html
+++ b/docs/get_started/tutorials/ir_module.html
@@ -1145,8 +1145,8 @@ 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>[[ 0.10540085 -0.14369866 0.29414758 0.0748456 0.07827781 0.05264963
- -0.15639795 -0.25290024 0.18853387 0.1793549 ]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[-0.01816903 0.03771164 0.0785255 -0.11476771 -0.07748116 -0.03673651
+ -0.1594218 -0.05873348 -0.23111917 0.03910953]]
</pre></div>
</div>
</section>
@@ -1180,8 +1180,8 @@ 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>[[ 0.10540082 -0.14369863 0.29414755 0.07484558 0.07827783 0.05264967
- -0.15639792 -0.25290036 0.18853384 0.17935492]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[-0.01816906 0.03771167 0.07852545 -0.11476764 -0.07748117 -0.0367365
+ -0.1594218 -0.05873356 -0.2311192 0.0391095 ]]
</pre></div>
</div>
</section>
diff --git a/docs/get_started/tutorials/quick_start.html b/docs/get_started/tutorials/quick_start.html
index a7a12d459b7..d8cd020523f 100644
--- a/docs/get_started/tutorials/quick_start.html
+++ b/docs/get_started/tutorials/quick_start.html
@@ -786,8 +786,8 @@ different devices.</p>
<span class="nb">print</span><span class="p">(</span><span class="n">vm</span><span class="p">[</span><span class="s2">"forward"</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/library/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><s [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[25621.4 24064.668 25141.17 23696.188 24442.953 26562.17 24058.588
- 24688.068 24206.094 22869.754]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[23831.408 24126.654 23790.18 24637.307 23886.379 24970.656 25216.723
+ 24620.414 25048.535 23499.738]]
</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 f3a404e501c..2260d3e9ff9 100644
--- a/docs/get_started/tutorials/sg_execution_times.html
+++ b/docs/get_started/tutorials/sg_execution_times.html
@@ -618,7 +618,7 @@ 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>00:05.376</strong> total execution time for 2 files <strong>from get_started/tutorials</strong>:</p>
+<p><strong>00:05.345</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" />
@@ -640,11 +640,11 @@ $(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>00:05.148</p></td>
+<td><p>00:05.117</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>00:00.229</p></td>
+<td><p>00:00.228</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 6ad8f61bca3..b34b470c57c 100644
--- a/docs/how_to/tutorials/cross_compilation_and_rpc.html
+++ b/docs/how_to/tutorials/cross_compilation_and_rpc.html
@@ -817,7 +817,7 @@ 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">"</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"</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>8.9e-08 secs/op
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>8.7e-08 secs/op
</pre></div>
</div>
</section>
@@ -1346,8 +1346,8 @@ 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/tmpn0p6lzy9/model_deployed.so
-Saved parameters to: /tmp/tmpn0p6lzy9/model_params.npz
+Exported library to: /tmp/tmp9_mj10cp/model_deployed.so
+Saved parameters to: /tmp/tmp9_mj10cp/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 85499786097..722e97c54c6 100644
--- a/docs/how_to/tutorials/e2e_opt_model.html
+++ b/docs/how_to/tutorials/e2e_opt_model.html
@@ -658,8 +658,8 @@ PyTorch.</p>
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Downloading: "https://download.pytorch.org/models/resnet18-f37072fd.pth" to /workspace/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth
0%| | 0.00/44.7M [00:00<?, ?B/s]
- 71%|███████ | 31.8M/44.7M [00:00<00:00, 333MB/s]
-100%|██████████| 44.7M/44.7M [00:00<00:00, 360MB/s]
+ 75%|███████▌ | 33.6M/44.7M [00:00<00:00, 352MB/s]
+100%|██████████| 44.7M/44.7M [00:00<00:00, 357MB/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 bc10cc3c62b..2fe93474b13 100644
--- a/docs/how_to/tutorials/sg_execution_times.html
+++ b/docs/how_to/tutorials/sg_execution_times.html
@@ -618,7 +618,7 @@ 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>00:17.465</strong> total execution time for 8 files <strong>from how_to/tutorials</strong>:</p>
+<p><strong>00:17.470</strong> total execution time for 8 files <strong>from how_to/tutorials</strong>:</p>
<div class="docutils container">
<style scoped>
<link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -640,19 +640,19 @@ $(document).ready( function () {
</thead>
<tbody>
<tr class="row-even"><td><p><a class="reference internal" href="optimize_llm.html#sphx-glr-how-to-tutorials-optimize-llm-py"><span class="std std-ref">Optimize Large Language Model</span></a> (<code class="docutils literal notranslate"><span class="pre">optimize_llm.py</span></code>)</p></td>
-<td><p>00:12.502</p></td>
+<td><p>00:12.413</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="import_model.html#sphx-glr-how-to-tutorials-import-model-py"><span class="std std-ref">Importing Models from ML Frameworks</span></a> (<code class="docutils literal notranslate"><span class="pre">import_model.py</span></code>)</p></td>
-<td><p>00:03.443</p></td>
+<td><p>00:03.458</p></td>
<td><p>0.0</p></td>
</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="cross_compilation_and_rpc.html#sphx-glr-how-to-tutorials-cross-compilation-and-rpc-py"><span class="std std-ref">Cross Compilation and RPC</span></a> (<code class="docutils literal notranslate"><span class="pre">cross_compilation_and_rpc.py</span></code>)</p></td>
-<td><p>00:00.562</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="e2e_opt_model.html#sphx-glr-how-to-tutorials-e2e-opt-model-py"><span class="std std-ref">End-to-End Optimize Model</span></a> (<code class="docutils literal notranslate"><span class="pre">e2e_opt_model.py</span></code>)</p></td>
+<td><p>00:00.629</p></td>
<td><p>0.0</p></td>
</tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="e2e_opt_model.html#sphx-glr-how-to-tutorials-e2e-opt-model-py"><span class="std std-ref">End-to-End Optimize Model</span></a> (<code class="docutils literal notranslate"><span class="pre">e2e_opt_model.py</span></code>)</p></td>
-<td><p>00:00.550</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="cross_compilation_and_rpc.html#sphx-glr-how-to-tutorials-cross-compilation-and-rpc-py"><span class="std std-ref">Cross Compilation and RPC</span></a> (<code class="docutils literal notranslate"><span class="pre">cross_compilation_and_rpc.py</span></code>)</p></td>
+<td><p>00:00.562</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="customize_opt.html#sphx-glr-how-to-tutorials-customize-opt-py"><span class="std std-ref">Customize Optimization</span></a> (<code class="docutils literal notranslate"><span class="pre">customize_opt.py</span></code>)</p></td>
diff --git a/docs/objects.inv b/docs/objects.inv
index e292f268ee2..6efac9435ad 100644
Binary files a/docs/objects.inv and b/docs/objects.inv differ
diff --git a/docs/reference/api/doxygen/annotated.html b/docs/reference/api/doxygen/annotated.html
index 22a85cffa0b..dc90cdae351 100644
--- a/docs/reference/api/doxygen/annotated.html
+++ b/docs/reference/api/doxygen/annotated.html
@@ -115,9 +115,10 @@ $(function() {
<tr id="row_0_1_3_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1ffi_1_1TypeTraits_3_01IntImm_01_4.html" target="_self">TypeTraits< IntImm ></a></td><td class="desc"></td></tr>
<tr id="row_0_1_4_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1ffi_1_1TypeTraits_3_01PrimExpr_01_4.html" target="_self">TypeTraits< PrimExpr ></a></td><td class="desc"></td></tr>
<tr id="row_0_1_5_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1ffi_1_1TypeTraits_3_01PrimType_01_4.html" target="_self">TypeTraits< PrimType ></a></td><td class="desc"></td></tr>
-<tr id="row_0_1_6_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1PrimVar_01_4.html" target="_self">TypeTraits< tirx::PrimVar ></a></td><td class="desc"></td></tr>
-<tr id="row_0_1_7_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1ffi_1_1TypeTraits_3_01tvm_1_1tirx_1_1StringImm_01_4.html" target="_self">TypeTraits< tvm::tirx::StringImm ></a></td><td class="desc"></td></tr>
-<tr id="row_0_1_8_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1ffi_1_1TypeTraits_3_01TypedExpr_3_01ExpectedType_01_4_01_4.html" target="_self">TypeTraits< TypedExpr< ExpectedType > ></a></td><td class="desc"></td></tr>
+<tr id="row_0_1_6_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html" target="_self">TypeTraits< tirx::BufferVar ></a></td><td class="desc"></td></tr>
+<tr id="row_0_1_7_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1PrimVar_01_4.html" target="_self">TypeTraits< tirx::PrimVar ></a></td><td class="desc"></td></tr>
+<tr id="row_0_1_8_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1ffi_1_1TypeTraits_3_01tvm_1_1tirx_1_1StringImm_01_4.html" target="_self">TypeTraits< tvm::tirx::StringImm ></a></td><td class="desc"></td></tr>
+<tr id="row_0_1_9_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1ffi_1_1TypeTraits_3_01TypedExpr_3_01ExpectedType_01_4_01_4.html" target="_self">TypeTraits< TypedExpr< ExpectedType > ></a></td><td class="desc"></td></tr>
<tr id="row_0_2_" class="odd" style="display:none;"><td class="entry"><span style="width:16px;display:inline-block;"> </span><span id="arr_0_2_" class="arrow" onclick="toggleFolder('0_2_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1instrument.html" target="_self">instrument</a></td><td class="desc"></td></tr>
<tr id="row_0_2_0_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1instrument_1_1PassInstrument.html" target="_self">PassInstrument</a></td><td class="desc">Managed reference class for <a class="el" href="classtvm_1_1instrument_1_1PassInstrumentNode.html" title="PassInstrumentNode forms an instrument implementation. It provides API for use [...]
<tr id="row_0_2_1_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1instrument_1_1PassInstrumentNode.html" target="_self">PassInstrumentNode</a></td><td class="desc"><a class="el" href="classtvm_1_1instrument_1_1PassInstrumentNode.html" title="PassInstrumentNode forms an instrument implementation. It provides API for users to register callb [...]
@@ -641,164 +642,165 @@ $(function() {
<tr id="row_0_10_20_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_21_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Broadcast.html" target="_self">Broadcast</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BroadcastNode.html" title="Create a vector where all the elements are value.">BroadcastNode</a> </td></tr>
<tr id="row_0_10_22_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BroadcastNode.html" target="_self">BroadcastNode</a></td><td class="desc">Create a vector where all the elements are value </td></tr>
-<tr id="row_0_10_23_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Buffer.html" target="_self">Buffer</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html" title="Buffer is a symbolic n-darray structure. It is a composition of primitive symbolic types,...">Buffer</a> is a symbolic n-darray structure. It is [...]
-<tr id="row_0_10_24_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_25_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferAxisHash.html" target="_self">BufferAxisHash</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_26_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html" target="_self">BufferLoad</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html" title="Load value from the high dimension buffer.">BufferLoadNode</a> </td></tr>
-<tr id="row_0_10_27_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html" target="_self">BufferLoadNode</a></td><td class="desc">Load value from the high dimension buffer </td></tr>
-<tr id="row_0_10_28_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html" target="_self">BufferNode</a></td><td class="desc">Node to represent a buffer </td></tr>
-<tr id="row_0_10_29_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html" target="_self">BufferRegion</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html" title="Representing the region of multi-dimensional buffer access.">BufferRegionNode</a> </td></tr>
-<tr id="row_0_10_30_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html" target="_self">BufferRegionNode</a></td><td class="desc">Representing the region of multi-dimensional buffer access </td></tr>
-<tr id="row_0_10_31_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_32_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_33_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Cast.html" target="_self">Cast</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1CastNode.html" title="Cast value from one data type to another.">CastNode</a> </td></tr>
-<tr id="row_0_10_34_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CastNode.html" target="_self">CastNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1Cast.html" title="Managed reference to CastNode.">Cast</a> value from one data type to another </td></tr>
-<tr id="row_0_10_35_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CmpOpNode.html" target="_self">CmpOpNode</a></td><td class="desc">Base template to implement comparison ops </td></tr>
-<tr id="row_0_10_36_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CommReducer.html" target="_self">CommReducer</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1CommReducerNode.html" title="A commutative reducer node to represent a commutative binary operator with identity element.">CommReduce [...]
-<tr id="row_0_10_37_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CommReducerNode.html" target="_self">CommReducerNode</a></td><td class="desc">A commutative reducer node to represent a commutative binary operator with identity element </td></tr>
-<tr id="row_0_10_38_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ComposeLayout.html" target="_self">ComposeLayout</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_39_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ComposeLayoutNode.html" target="_self">ComposeLayoutNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_40_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_41_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_42_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CopyPipeline.html" target="_self">CopyPipeline</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_43_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CopyPipelineNode.html" target="_self">CopyPipelineNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_44_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1DataProducer.html" target="_self">DataProducer</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1DataProducerNode.html" title="Base node for data producers.">DataProducerNode</a> </td></tr>
-<tr id="row_0_10_45_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1DataProducerNode.html" target="_self">DataProducerNode</a></td><td class="desc">Base node for data producers </td></tr>
-<tr id="row_0_10_46_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_47_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_48_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_49_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_50_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_51_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_52_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Div.html" target="_self">Div</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1DivNode.html" title="a / b in the C semnatics.">DivNode</a> </td></tr>
-<tr id="row_0_10_53_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1DivNode.html" target="_self">DivNode</a></td><td class="desc">/ b in the C semnatics </td></tr>
-<tr id="row_0_10_54_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1EQ.html" target="_self">EQ</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1EQNode.html" title="a == b">EQNode</a> </td></tr>
-<tr id="row_0_10_55_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1EQNode.html" target="_self">EQNode</a></td><td class="desc">== b </td></tr>
-<tr id="row_0_10_56_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_57_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_58_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_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_10_59_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExecScope.html" target="_self">ExecScope</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_60_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExecScopeNode.html" target="_self">ExecScopeNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_61_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_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_10_62_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1tirx_1_1ExprDeepEqual.html" target="_self">ExprDeepEqual</a></td><td class="desc">Compare two expressions recursively and check if they are equal to each other without var remapping </td></tr>
-<tr id="row_0_10_63_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprFunctor.html" target="_self">ExprFunctor</a></td><td class="desc">A dynamical functor that dispatches on in the first <a class="el" href="classtvm_1_1Expr.html" title="Managed reference to ExprNode.">Expr</a> argument. You can use this as a more powerful Visit [...]
-<tr id="row_0_10_64_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprFunctor_3_01R_07const_01Expr_01_6n_00_01Args_8_8_8_08_4.html" target="_self">ExprFunctor< R(const Expr &n, Args...)></a></td><td class="desc"></td></tr>
-<tr id="row_0_10_65_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprMutator.html" target="_self">ExprMutator</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1ExprMutator.html" title="ExprMutator that mutates expressions.">ExprMutator</a> that mutates expressions </td></tr>
-<tr id="row_0_10_66_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprVisitor.html" target="_self">ExprVisitor</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1ExprVisitor.html" title="ExprVisitor.">ExprVisitor</a> </td></tr>
-<tr id="row_0_10_67_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1FloorDiv.html" target="_self">FloorDiv</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1FloorDivNode.html" title="Floor division, floor(a/b)">FloorDivNode</a> </td></tr>
-<tr id="row_0_10_68_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1FloorDivNode.html" target="_self">FloorDivNode</a></td><td class="desc">Floor division, floor(a/b) </td></tr>
-<tr id="row_0_10_69_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1FloorMod.html" target="_self">FloorMod</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1FloorModNode.html" title="The remainder of the floordiv.">FloorModNode</a> </td></tr>
-<tr id="row_0_10_70_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1FloorModNode.html" target="_self">FloorModNode</a></td><td class="desc">The remainder of the floordiv </td></tr>
-<tr id="row_0_10_71_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_72_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_73_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1GE.html" target="_self">GE</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1GENode.html" title="a >= b">GENode</a> </td></tr>
-<tr id="row_0_10_74_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1GENode.html" target="_self">GENode</a></td><td class="desc">>= b </td></tr>
-<tr id="row_0_10_75_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1GT.html" target="_self">GT</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1GTNode.html" title="a > b">GTNode</a> </td></tr>
-<tr id="row_0_10_76_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1GTNode.html" target="_self">GTNode</a></td><td class="desc">> b </td></tr>
-<tr id="row_0_10_77_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_78_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_79_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IndexMap.html" target="_self">IndexMap</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_80_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_81_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Iter.html" target="_self">Iter</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_82_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IterNode.html" target="_self">IterNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_83_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_84_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_85_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Layout.html" target="_self">Layout</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_86_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LayoutNode.html" target="_self">LayoutNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_87_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LE.html" target="_self">LE</a></td><td class="desc">Managed reference to <a class="el" href="structtvm_1_1tirx_1_1LENode.html" title="a <= b">LENode</a> </td></tr>
-<tr id="row_0_10_88_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1tirx_1_1LENode.html" target="_self">LENode</a></td><td class="desc"><= b </td></tr>
-<tr id="row_0_10_89_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Let.html" target="_self">Let</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1LetNode.html" title="Let binding. Bind var to value then evaluate body.">LetNode</a> </td></tr>
-<tr id="row_0_10_90_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LetNode.html" target="_self">LetNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1Let.html" title="Managed reference to LetNode.">Let</a> binding. <a class="el" href="classtvm_1_1tirx_1_1Bind.html" title="Managed reference to BindNode.">Bind</a [...]
-<tr id="row_0_10_91_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LT.html" target="_self">LT</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1LTNode.html" title="a < b">LTNode</a> </td></tr>
-<tr id="row_0_10_92_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LTNode.html" target="_self">LTNode</a></td><td class="desc">< b </td></tr>
-<tr id="row_0_10_93_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1MatchBufferRegion.html" target="_self">MatchBufferRegion</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1MatchBufferRegionNode.html" title="Match introduces a constraint that the source buffer region can be remapped to the dat [...]
-<tr id="row_0_10_94_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1MatchBufferRegionNode.html" target="_self">MatchBufferRegionNode</a></td><td class="desc">Match introduces a constraint that the source buffer region can be remapped to the data layout specified by the buffer field. The constraint can be checked in later part of l [...]
-<tr id="row_0_10_95_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Max.html" target="_self">Max</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1MaxNode.html" title="max(a, b)">MaxNode</a> </td></tr>
-<tr id="row_0_10_96_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1MaxNode.html" target="_self">MaxNode</a></td><td class="desc">Max(a, b) </td></tr>
-<tr id="row_0_10_97_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Min.html" target="_self">Min</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1MinNode.html" title="min(a, b)">MinNode</a> </td></tr>
-<tr id="row_0_10_98_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1MinNode.html" target="_self">MinNode</a></td><td class="desc">Min(a, b) </td></tr>
-<tr id="row_0_10_99_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Mod.html" target="_self">Mod</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ModNode.html" title="a % b in the C semnatics.">ModNode</a> </td></tr>
-<tr id="row_0_10_100_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ModNode.html" target="_self">ModNode</a></td><td class="desc">% b in the C semnatics </td></tr>
-<tr id="row_0_10_101_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Mul.html" target="_self">Mul</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1MulNode.html" title="a * b">MulNode</a> </td></tr>
-<tr id="row_0_10_102_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1MulNode.html" target="_self">MulNode</a></td><td class="desc"><ul>
+<tr id="row_0_10_23_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_24_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferAxisHash.html" target="_self">BufferAxisHash</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_25_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html" target="_self">BufferLoad</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html" title="Load value from the high dimension buffer.">BufferLoadNode</a> </td></tr>
+<tr id="row_0_10_26_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html" target="_self">BufferLoadNode</a></td><td class="desc">Load value from the high dimension buffer </td></tr>
+<tr id="row_0_10_27_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html" target="_self">BufferRegion</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html" title="Representing the region of multi-dimensional buffer access.">BufferRegionNode</a> </td></tr>
+<tr id="row_0_10_28_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html" target="_self">BufferRegionNode</a></td><td class="desc">Representing the region of multi-dimensional buffer access </td></tr>
+<tr id="row_0_10_29_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_30_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_31_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_32_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_33_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_34_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Cast.html" target="_self">Cast</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1CastNode.html" title="Cast value from one data type to another.">CastNode</a> </td></tr>
+<tr id="row_0_10_35_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CastNode.html" target="_self">CastNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1Cast.html" title="Managed reference to CastNode.">Cast</a> value from one data type to another </td></tr>
+<tr id="row_0_10_36_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CmpOpNode.html" target="_self">CmpOpNode</a></td><td class="desc">Base template to implement comparison ops </td></tr>
+<tr id="row_0_10_37_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CommReducer.html" target="_self">CommReducer</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1CommReducerNode.html" title="A commutative reducer node to represent a commutative binary operator with identity element.">CommReduce [...]
+<tr id="row_0_10_38_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CommReducerNode.html" target="_self">CommReducerNode</a></td><td class="desc">A commutative reducer node to represent a commutative binary operator with identity element </td></tr>
+<tr id="row_0_10_39_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ComposeLayout.html" target="_self">ComposeLayout</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_40_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ComposeLayoutNode.html" target="_self">ComposeLayoutNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_41_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_42_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_43_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CopyPipeline.html" target="_self">CopyPipeline</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_44_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1CopyPipelineNode.html" target="_self">CopyPipelineNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_45_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1DataProducer.html" target="_self">DataProducer</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1DataProducerNode.html" title="Base node for data producers.">DataProducerNode</a> </td></tr>
+<tr id="row_0_10_46_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1DataProducerNode.html" target="_self">DataProducerNode</a></td><td class="desc">Base node for data producers </td></tr>
+<tr id="row_0_10_47_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_48_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_49_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_50_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_51_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_52_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_53_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Div.html" target="_self">Div</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1DivNode.html" title="a / b in the C semnatics.">DivNode</a> </td></tr>
+<tr id="row_0_10_54_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1DivNode.html" target="_self">DivNode</a></td><td class="desc">/ b in the C semnatics </td></tr>
+<tr id="row_0_10_55_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1EQ.html" target="_self">EQ</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1EQNode.html" title="a == b">EQNode</a> </td></tr>
+<tr id="row_0_10_56_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1EQNode.html" target="_self">EQNode</a></td><td class="desc">== b </td></tr>
+<tr id="row_0_10_57_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_58_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_59_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_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_10_60_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExecScope.html" target="_self">ExecScope</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_61_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExecScopeNode.html" target="_self">ExecScopeNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_62_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_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_10_63_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1tirx_1_1ExprDeepEqual.html" target="_self">ExprDeepEqual</a></td><td class="desc">Compare two expressions recursively and check if they are equal to each other without var remapping </td></tr>
+<tr id="row_0_10_64_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprFunctor.html" target="_self">ExprFunctor</a></td><td class="desc">A dynamical functor that dispatches on in the first <a class="el" href="classtvm_1_1Expr.html" title="Managed reference to ExprNode.">Expr</a> argument. You can use this as a more powerful Visit [...]
+<tr id="row_0_10_65_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprFunctor_3_01R_07const_01Expr_01_6n_00_01Args_8_8_8_08_4.html" target="_self">ExprFunctor< R(const Expr &n, Args...)></a></td><td class="desc"></td></tr>
+<tr id="row_0_10_66_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprMutator.html" target="_self">ExprMutator</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1ExprMutator.html" title="ExprMutator that mutates expressions.">ExprMutator</a> that mutates expressions </td></tr>
+<tr id="row_0_10_67_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ExprVisitor.html" target="_self">ExprVisitor</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1ExprVisitor.html" title="ExprVisitor.">ExprVisitor</a> </td></tr>
+<tr id="row_0_10_68_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1FloorDiv.html" target="_self">FloorDiv</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1FloorDivNode.html" title="Floor division, floor(a/b)">FloorDivNode</a> </td></tr>
+<tr id="row_0_10_69_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1FloorDivNode.html" target="_self">FloorDivNode</a></td><td class="desc">Floor division, floor(a/b) </td></tr>
+<tr id="row_0_10_70_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1FloorMod.html" target="_self">FloorMod</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1FloorModNode.html" title="The remainder of the floordiv.">FloorModNode</a> </td></tr>
+<tr id="row_0_10_71_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1FloorModNode.html" target="_self">FloorModNode</a></td><td class="desc">The remainder of the floordiv </td></tr>
+<tr id="row_0_10_72_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_73_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_74_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1GE.html" target="_self">GE</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1GENode.html" title="a >= b">GENode</a> </td></tr>
+<tr id="row_0_10_75_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1GENode.html" target="_self">GENode</a></td><td class="desc">>= b </td></tr>
+<tr id="row_0_10_76_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1GT.html" target="_self">GT</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1GTNode.html" title="a > b">GTNode</a> </td></tr>
+<tr id="row_0_10_77_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1GTNode.html" target="_self">GTNode</a></td><td class="desc">> b </td></tr>
+<tr id="row_0_10_78_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_79_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_80_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IndexMap.html" target="_self">IndexMap</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_81_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_82_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Iter.html" target="_self">Iter</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_83_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1IterNode.html" target="_self">IterNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_84_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_85_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_86_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Layout.html" target="_self">Layout</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_87_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LayoutNode.html" target="_self">LayoutNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_88_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LE.html" target="_self">LE</a></td><td class="desc">Managed reference to <a class="el" href="structtvm_1_1tirx_1_1LENode.html" title="a <= b">LENode</a> </td></tr>
+<tr id="row_0_10_89_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1tirx_1_1LENode.html" target="_self">LENode</a></td><td class="desc"><= b </td></tr>
+<tr id="row_0_10_90_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Let.html" target="_self">Let</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1LetNode.html" title="Let binding. Bind var to value then evaluate body.">LetNode</a> </td></tr>
+<tr id="row_0_10_91_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LetNode.html" target="_self">LetNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1Let.html" title="Managed reference to LetNode.">Let</a> binding. <a class="el" href="classtvm_1_1tirx_1_1Bind.html" title="Managed reference to BindNode.">Bind</a [...]
+<tr id="row_0_10_92_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LT.html" target="_self">LT</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1LTNode.html" title="a < b">LTNode</a> </td></tr>
+<tr id="row_0_10_93_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1LTNode.html" target="_self">LTNode</a></td><td class="desc">< b </td></tr>
+<tr id="row_0_10_94_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1MatchBufferRegion.html" target="_self">MatchBufferRegion</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1MatchBufferRegionNode.html" title="Match introduces a constraint that the source buffer region can be remapped to the dat [...]
+<tr id="row_0_10_95_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1MatchBufferRegionNode.html" target="_self">MatchBufferRegionNode</a></td><td class="desc">Match introduces a constraint that the source buffer region can be remapped to the data layout specified by the buffer field. The constraint can be checked in later part of l [...]
+<tr id="row_0_10_96_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Max.html" target="_self">Max</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1MaxNode.html" title="max(a, b)">MaxNode</a> </td></tr>
+<tr id="row_0_10_97_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1MaxNode.html" target="_self">MaxNode</a></td><td class="desc">Max(a, b) </td></tr>
+<tr id="row_0_10_98_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Min.html" target="_self">Min</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1MinNode.html" title="min(a, b)">MinNode</a> </td></tr>
+<tr id="row_0_10_99_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1MinNode.html" target="_self">MinNode</a></td><td class="desc">Min(a, b) </td></tr>
+<tr id="row_0_10_100_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Mod.html" target="_self">Mod</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ModNode.html" title="a % b in the C semnatics.">ModNode</a> </td></tr>
+<tr id="row_0_10_101_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ModNode.html" target="_self">ModNode</a></td><td class="desc">% b in the C semnatics </td></tr>
+<tr id="row_0_10_102_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Mul.html" target="_self">Mul</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1MulNode.html" title="a * b">MulNode</a> </td></tr>
+<tr id="row_0_10_103_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1MulNode.html" target="_self">MulNode</a></td><td class="desc"><ul>
<li>b </li>
</ul>
</td></tr>
-<tr id="row_0_10_103_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1NE.html" target="_self">NE</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1NENode.html" title="a != b">NENode</a> </td></tr>
-<tr id="row_0_10_104_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1NENode.html" target="_self">NENode</a></td><td class="desc">!= b </td></tr>
-<tr id="row_0_10_105_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Not.html" target="_self">Not</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1NotNode.html" title="!a">NotNode</a> </td></tr>
-<tr id="row_0_10_106_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1NotNode.html" target="_self">NotNode</a></td><td class="desc">!a </td></tr>
-<tr id="row_0_10_107_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Or.html" target="_self">Or</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1OrNode.html" title="a || b">OrNode</a> </td></tr>
-<tr id="row_0_10_108_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1OrNode.html" target="_self">OrNode</a></td><td class="desc">|| b </td></tr>
-<tr id="row_0_10_109_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Pipeline.html" target="_self">Pipeline</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_110_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PipelineNode.html" target="_self">PipelineNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_111_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Predicate.html" target="_self">Predicate</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_112_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PredicateNode.html" target="_self">PredicateNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_113_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_114_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PrimFuncNode.html" target="_self">PrimFuncNode</a></td><td class="desc">Primitive functions that contains TIR statements </td></tr>
-<tr id="row_0_10_115_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PrimVar.html" target="_self">PrimVar</a></td><td class="desc">Checked scalar view over a <a class="el" href="classtvm_1_1VarNode.html" title="A local variable in the IR.">VarNode</a> </td></tr>
-<tr id="row_0_10_116_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ProducerLoad.html" target="_self">ProducerLoad</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ProducerLoadNode.html" title="Load value from the result produced by the producer.">ProducerLoadNode</a> </td></tr>
-<tr id="row_0_10_117_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ProducerLoadNode.html" target="_self">ProducerLoadNode</a></td><td class="desc">Load value from the result produced by the producer </td></tr>
-<tr id="row_0_10_118_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Ramp.html" target="_self">Ramp</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1RampNode.html" title="Construct a vector with lanes elements where its i-th element equals base + i * stride....">RampNode</a> </td></tr>
-<tr id="row_0_10_119_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1RampNode.html" target="_self">RampNode</a></td><td class="desc">Construct a vector with lanes elements where its i-th element equals base + i * stride. This is useful to construct a index for a continuous vector load </td></tr>
-<tr id="row_0_10_120_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Reduce.html" target="_self">Reduce</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ReduceNode.html" title="Reduction operator.">ReduceNode</a> </td></tr>
-<tr id="row_0_10_121_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ReduceNode.html" target="_self">ReduceNode</a></td><td class="desc">Reduction operator </td></tr>
-<tr id="row_0_10_122_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_123_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ReturnNode.html" target="_self">ReturnNode</a></td><td class="desc">A return from the current function </td></tr>
-<tr id="row_0_10_124_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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 cl [...]
-<tr id="row_0_10_125_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBijectiveLayoutNode.html" target="_self">SBijectiveLayoutNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_126_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlock.html" target="_self">SBlock</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1SBlockNode.html" title="A block is a basic schedule unit in TIR.">SBlockNode</a> </td></tr>
-<tr id="row_0_10_127_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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 cor [...]
-<tr id="row_0_10_128_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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 referenc [...]
-<tr id="row_0_10_129_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlockNode.html" target="_self">SBlockNode</a></td><td class="desc">A block is a basic schedule unit in TIR </td></tr>
-<tr id="row_0_10_130_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlockRealize.html" target="_self">SBlockRealize</a></td><td class="desc">Managed reference to BlockRealizeNode </td></tr>
-<tr id="row_0_10_131_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlockRealizeNode.html" target="_self">SBlockRealizeNode</a></td><td class="desc">A block realization node represents execution of the block at the binding values </td></tr>
-<tr id="row_0_10_132_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_133_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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" hr [...]
-<tr id="row_0_10_134_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDef.html" target="_self">ScopeIdDef</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_135_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefNode.html" target="_self">ScopeIdDefNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_136_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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)....">Sco [...]
-<tr id="row_0_10_137_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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></cod [...]
-<tr id="row_0_10_138_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefVerifier.html" target="_self">ScopeIdDefVerifier</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_139_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_140_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Select.html" target="_self">Select</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1SelectNode.html" title="return true_value if condition is true, otherwise return false_value.">SelectNode</a> </td></tr>
-<tr id="row_0_10_141_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SelectNode.html" target="_self">SelectNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> true_value if condition is true, otherwise return false_value </td></tr>
-<tr id="row_0_10_142_" class="odd" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_0_10_142_" class="arrow" onclick="toggleFolder('0_10_142_')">►</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_10_142_0_" class="odd" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </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_10_143_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_144_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Shuffle.html" target="_self">Shuffle</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ShuffleNode.html" title="Shuffle instruction. vec = concat(vectors) result = (vec[indices[0]], vec[indices[1]] ....">ShuffleNode</a> </td></tr>
-<tr id="row_0_10_145_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ShuffleNode.html" target="_self">ShuffleNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1Shuffle.html" title="Managed reference to ShuffleNode.">Shuffle</a> instruction. vec = concat(vectors) result = (vec[indices[0]], vec[indices[1]] ...) </ [...]
-<tr id="row_0_10_146_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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...">SLayoutNo [...]
-<tr id="row_0_10_147_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SLayoutAxis.html" target="_self">SLayoutAxis</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_148_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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 [...]
-<tr id="row_0_10_149_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SRefTreeCreator.html" target="_self">SRefTreeCreator</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_150_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Stmt.html" target="_self">Stmt</a></td><td class="desc">Container of all statements </td></tr>
-<tr id="row_0_10_151_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_152_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtExprVisitor.html" target="_self">StmtExprVisitor</a></td><td class="desc">Visitor that recursively visit stmts and exprs on them </td></tr>
-<tr id="row_0_10_153_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtFunctor.html" target="_self">StmtFunctor</a></td><td class="desc">Same as <a class="el" href="classtvm_1_1tirx_1_1ExprFunctor.html" title="A dynamical functor that dispatches on in the first Expr argument. You can use this as a more powerfu...">ExprFunctor</a [...]
-<tr id="row_0_10_154_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtFunctor_3_01R_07const_01Stmt_01_6n_00_01Args_8_8_8_01args_08_4.html" target="_self">StmtFunctor< R(const Stmt &n, Args... args)></a></td><td class="desc"></td></tr>
-<tr id="row_0_10_155_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtMutator.html" target="_self">StmtMutator</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1StmtMutator.html" title="StmtMutator that mutates the statements.">StmtMutator</a> that mutates the statements </td></tr>
-<tr id="row_0_10_156_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtNode.html" target="_self">StmtNode</a></td><td class="desc">Base node of all statements </td></tr>
-<tr id="row_0_10_157_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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 "sref".">StmtSRefNode< [...]
-<tr id="row_0_10_158_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_159_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html" target="_self">StmtVisitor</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html" title="StmtVisitor.">StmtVisitor</a> </td></tr>
-<tr id="row_0_10_160_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StringImm.html" target="_self">StringImm</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1StringImmNode.html" title="ffi::String constants, only used in asserts.">StringImmNode</a> </td></tr>
-<tr id="row_0_10_161_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StringImmNode.html" target="_self">StringImmNode</a></td><td class="desc">Ffi::String constants, only used in asserts </td></tr>
-<tr id="row_0_10_162_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Sub.html" target="_self">Sub</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1SubNode.html" title="a - b">SubNode</a> </td></tr>
-<tr id="row_0_10_163_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SubNode.html" target="_self">SubNode</a></td><td class="desc"><ul>
+<tr id="row_0_10_104_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1NE.html" target="_self">NE</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1NENode.html" title="a != b">NENode</a> </td></tr>
+<tr id="row_0_10_105_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1NENode.html" target="_self">NENode</a></td><td class="desc">!= b </td></tr>
+<tr id="row_0_10_106_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Not.html" target="_self">Not</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1NotNode.html" title="!a">NotNode</a> </td></tr>
+<tr id="row_0_10_107_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1NotNode.html" target="_self">NotNode</a></td><td class="desc">!a </td></tr>
+<tr id="row_0_10_108_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Or.html" target="_self">Or</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1OrNode.html" title="a || b">OrNode</a> </td></tr>
+<tr id="row_0_10_109_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1OrNode.html" target="_self">OrNode</a></td><td class="desc">|| b </td></tr>
+<tr id="row_0_10_110_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Pipeline.html" target="_self">Pipeline</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_111_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PipelineNode.html" target="_self">PipelineNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_112_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Predicate.html" target="_self">Predicate</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_113_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PredicateNode.html" target="_self">PredicateNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_114_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_115_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PrimFuncNode.html" target="_self">PrimFuncNode</a></td><td class="desc">Primitive functions that contains TIR statements </td></tr>
+<tr id="row_0_10_116_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1PrimVar.html" target="_self">PrimVar</a></td><td class="desc">Checked scalar view over a <a class="el" href="classtvm_1_1VarNode.html" title="A local variable in the IR.">VarNode</a> </td></tr>
+<tr id="row_0_10_117_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ProducerLoad.html" target="_self">ProducerLoad</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ProducerLoadNode.html" title="Load value from the result produced by the producer.">ProducerLoadNode</a> </td></tr>
+<tr id="row_0_10_118_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ProducerLoadNode.html" target="_self">ProducerLoadNode</a></td><td class="desc">Load value from the result produced by the producer </td></tr>
+<tr id="row_0_10_119_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Ramp.html" target="_self">Ramp</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1RampNode.html" title="Construct a vector with lanes elements where its i-th element equals base + i * stride....">RampNode</a> </td></tr>
+<tr id="row_0_10_120_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1RampNode.html" target="_self">RampNode</a></td><td class="desc">Construct a vector with lanes elements where its i-th element equals base + i * stride. This is useful to construct a index for a continuous vector load </td></tr>
+<tr id="row_0_10_121_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Reduce.html" target="_self">Reduce</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ReduceNode.html" title="Reduction operator.">ReduceNode</a> </td></tr>
+<tr id="row_0_10_122_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ReduceNode.html" target="_self">ReduceNode</a></td><td class="desc">Reduction operator </td></tr>
+<tr id="row_0_10_123_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_124_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ReturnNode.html" target="_self">ReturnNode</a></td><td class="desc">A return from the current function </td></tr>
+<tr id="row_0_10_125_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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 cl [...]
+<tr id="row_0_10_126_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBijectiveLayoutNode.html" target="_self">SBijectiveLayoutNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_127_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlock.html" target="_self">SBlock</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1SBlockNode.html" title="A block is a basic schedule unit in TIR.">SBlockNode</a> </td></tr>
+<tr id="row_0_10_128_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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 cor [...]
+<tr id="row_0_10_129_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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 referenc [...]
+<tr id="row_0_10_130_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlockNode.html" target="_self">SBlockNode</a></td><td class="desc">A block is a basic schedule unit in TIR </td></tr>
+<tr id="row_0_10_131_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlockRealize.html" target="_self">SBlockRealize</a></td><td class="desc">Managed reference to BlockRealizeNode </td></tr>
+<tr id="row_0_10_132_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SBlockRealizeNode.html" target="_self">SBlockRealizeNode</a></td><td class="desc">A block realization node represents execution of the block at the binding values </td></tr>
+<tr id="row_0_10_133_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_134_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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" hr [...]
+<tr id="row_0_10_135_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDef.html" target="_self">ScopeIdDef</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_136_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefNode.html" target="_self">ScopeIdDefNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_137_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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)....">Sco [...]
+<tr id="row_0_10_138_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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></cod [...]
+<tr id="row_0_10_139_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ScopeIdDefVerifier.html" target="_self">ScopeIdDefVerifier</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_140_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_141_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Select.html" target="_self">Select</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1SelectNode.html" title="return true_value if condition is true, otherwise return false_value.">SelectNode</a> </td></tr>
+<tr id="row_0_10_142_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SelectNode.html" target="_self">SelectNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> true_value if condition is true, otherwise return false_value </td></tr>
+<tr id="row_0_10_143_" class="odd" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_0_10_143_" class="arrow" onclick="toggleFolder('0_10_143_')">►</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_10_143_0_" class="odd" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </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_10_144_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_145_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Shuffle.html" target="_self">Shuffle</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1ShuffleNode.html" title="Shuffle instruction. vec = concat(vectors) result = (vec[indices[0]], vec[indices[1]] ....">ShuffleNode</a> </td></tr>
+<tr id="row_0_10_146_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1ShuffleNode.html" target="_self">ShuffleNode</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1Shuffle.html" title="Managed reference to ShuffleNode.">Shuffle</a> instruction. vec = concat(vectors) result = (vec[indices[0]], vec[indices[1]] ...) </ [...]
+<tr id="row_0_10_147_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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...">SLayoutNo [...]
+<tr id="row_0_10_148_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SLayoutAxis.html" target="_self">SLayoutAxis</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_149_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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 [...]
+<tr id="row_0_10_150_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SRefTreeCreator.html" target="_self">SRefTreeCreator</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_151_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Stmt.html" target="_self">Stmt</a></td><td class="desc">Container of all statements </td></tr>
+<tr id="row_0_10_152_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_153_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtExprVisitor.html" target="_self">StmtExprVisitor</a></td><td class="desc">Visitor that recursively visit stmts and exprs on them </td></tr>
+<tr id="row_0_10_154_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtFunctor.html" target="_self">StmtFunctor</a></td><td class="desc">Same as <a class="el" href="classtvm_1_1tirx_1_1ExprFunctor.html" title="A dynamical functor that dispatches on in the first Expr argument. You can use this as a more powerfu...">ExprFunctor</a [...]
+<tr id="row_0_10_155_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtFunctor_3_01R_07const_01Stmt_01_6n_00_01Args_8_8_8_01args_08_4.html" target="_self">StmtFunctor< R(const Stmt &n, Args... args)></a></td><td class="desc"></td></tr>
+<tr id="row_0_10_156_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtMutator.html" target="_self">StmtMutator</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1StmtMutator.html" title="StmtMutator that mutates the statements.">StmtMutator</a> that mutates the statements </td></tr>
+<tr id="row_0_10_157_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtNode.html" target="_self">StmtNode</a></td><td class="desc">Base node of all statements </td></tr>
+<tr id="row_0_10_158_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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 "sref".">StmtSRefNode< [...]
+<tr id="row_0_10_159_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_160_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html" target="_self">StmtVisitor</a></td><td class="desc"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html" title="StmtVisitor.">StmtVisitor</a> </td></tr>
+<tr id="row_0_10_161_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StringImm.html" target="_self">StringImm</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1StringImmNode.html" title="ffi::String constants, only used in asserts.">StringImmNode</a> </td></tr>
+<tr id="row_0_10_162_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1StringImmNode.html" target="_self">StringImmNode</a></td><td class="desc">Ffi::String constants, only used in asserts </td></tr>
+<tr id="row_0_10_163_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1Sub.html" target="_self">Sub</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1SubNode.html" title="a - b">SubNode</a> </td></tr>
+<tr id="row_0_10_164_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SubNode.html" target="_self">SubNode</a></td><td class="desc"><ul>
<li>b </li>
</ul>
</td></tr>
-<tr id="row_0_10_164_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SwizzleLayout.html" target="_self">SwizzleLayout</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_165_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SwizzleLayoutNode.html" target="_self">SwizzleLayoutNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_166_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TensorIntrin.html" target="_self">TensorIntrin</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1TensorIntrinNode.html" title="Tensor intrinsics for tensorization.">TensorIntrinNode</a> </td></tr>
-<tr id="row_0_10_167_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TensorIntrinNode.html" target="_self">TensorIntrinNode</a></td><td class="desc">Tensor intrinsics for tensorization </td></tr>
-<tr id="row_0_10_168_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TileLayout.html" target="_self">TileLayout</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_169_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TileLayoutNode.html" target="_self">TileLayoutNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_10_170_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_171_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_172_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_173_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_165_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SwizzleLayout.html" target="_self">SwizzleLayout</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_166_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1SwizzleLayoutNode.html" target="_self">SwizzleLayoutNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_167_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TensorIntrin.html" target="_self">TensorIntrin</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1TensorIntrinNode.html" title="Tensor intrinsics for tensorization.">TensorIntrinNode</a> </td></tr>
+<tr id="row_0_10_168_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TensorIntrinNode.html" target="_self">TensorIntrinNode</a></td><td class="desc">Tensor intrinsics for tensorization </td></tr>
+<tr id="row_0_10_169_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TileLayout.html" target="_self">TileLayout</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_170_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tirx_1_1TileLayoutNode.html" target="_self">TileLayoutNode</a></td><td class="desc"></td></tr>
+<tr id="row_0_10_171_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_172_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_173_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_10_174_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_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_" class="odd" style="display:none;"><td class="entry"><span style="width:16px;display:inline-block;"> </span><span id="arr_0_11_" class="arrow" onclick="toggleFolder('0_11_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1topi.html" target="_self">topi</a></td><td class="desc"></td></tr>
<tr id="row_0_11_0_" class="odd" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1topi_1_1EinsumEquation.html" target="_self">EinsumEquation</a></td><td class="desc"></td></tr>
<tr id="row_0_12_" class="odd" style="display:none;"><td class="entry"><span style="width:16px;display:inline-block;"> </span><span id="arr_0_12_" class="arrow" onclick="toggleFolder('0_12_')">►</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>
diff --git a/docs/reference/api/doxygen/arg__info_8h_source.html b/docs/reference/api/doxygen/arg__info_8h_source.html
index 2133d9adb3f..90b25e53ebc 100644
--- a/docs/reference/api/doxygen/arg__info_8h_source.html
+++ b/docs/reference/api/doxygen/arg__info_8h_source.html
@@ -196,7 +196,7 @@ $(document).ready(function() { init_codefold(0); });
<div class="ttc" id="aclasstvm_1_1s__tir_1_1meta__schedule_1_1TensorInfo_html_a51b49d8a49cc2f91a3696804eed1a03a"><div class="ttname"><a href="classtvm_1_1s__tir_1_1meta__schedule_1_1TensorInfo.html#a51b49d8a49cc2f91a3696804eed1a03a">tvm::s_tir::meta_schedule::TensorInfo::TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE</a></div><div class="ttdeci">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE(TensorInfo, ArgInfo, TensorInfoNode)</div></div>
<div class="ttc" id="aclasstvm_1_1s__tir_1_1meta__schedule_1_1TensorInfo_html_acf73abc700776ff27a54c5bfbb8d5ccd"><div class="ttname"><a href="classtvm_1_1s__tir_1_1meta__schedule_1_1TensorInfo.html#acf73abc700776ff27a54c5bfbb8d5ccd">tvm::s_tir::meta_schedule::TensorInfo::TensorInfo</a></div><div class="ttdeci">TensorInfo(DLDataType dtype, ffi::Shape shape)</div><div class="ttdoc">Constructor of TensorInfo.</div></div>
<div class="ttc" id="aclasstvm_1_1s__tir_1_1meta__schedule_1_1TensorInfo_html_ada7b1579bf0ac604aa2091dad5187e9e"><div class="ttname"><a href="classtvm_1_1s__tir_1_1meta__schedule_1_1TensorInfo.html#ada7b1579bf0ac604aa2091dad5187e9e">tvm::s_tir::meta_schedule::TensorInfo::FromJSON</a></div><div class="ttdeci">static TensorInfo FromJSON(const ffi::ObjectRef &json_obj)</div><div class="ttdoc">Parse the argument information from a JSON object.</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1PrimFunc_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1PrimFunc.html">tvm::tirx::PrimFunc</a></div><div class="ttdoc">Managed reference to PrimFuncNode.</div><div class="ttdef"><b>Definition</b> function.h:154</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1PrimFunc_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1PrimFunc.html">tvm::tirx::PrimFunc</a></div><div class="ttdoc">Managed reference to PrimFuncNode.</div><div class="ttdef"><b>Definition</b> function.h:155</div></div>
<div class="ttc" id="amodule_8h_html"><div class="ttname"><a href="module_8h.html">module.h</a></div><div class="ttdoc">IRModule that holds the functions and type definitions.</div></div>
<div class="ttc" id="anamespacetvm_html"><div class="ttname"><a href="namespacetvm.html">tvm</a></div><div class="ttdoc">An object that builds and maintains block scope and StmtSref mapping for Dependence analysis.</div><div class="ttdef"><b>Definition</b> analyzer.h:40</div></div>
<div class="ttc" id="atirx_2function_8h_html"><div class="ttname"><a href="tirx_2function_8h.html">function.h</a></div><div class="ttdoc">TIR Function.</div></div>
diff --git a/docs/reference/api/doxygen/async__structs_8h_source.html b/docs/reference/api/doxygen/async__structs_8h_source.html
index e5a0bc82036..22257221746 100644
--- a/docs/reference/api/doxygen/async__structs_8h_source.html
+++ b/docs/reference/api/doxygen/async__structs_8h_source.html
@@ -120,7 +120,7 @@ $(document).ready(function() { init_codefold(0); });
<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1PipelineNode.html#a584d570c4f01cf07be4d2933bd66aafc"> 43</a></span> <span class="keywordtype">bool</span> <a class="code hl_variable" href="classtvm_1_1tirx_1_1PipelineNode.html#a584d570c4f01cf07be4d2933bd66aafc">separate_pc</a>;</div>
<div class="line"><a id="l00045" name="l00045"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1PipelineNode.html#a691bfe7ff5570942f13d7f138d7596d7"> 45</a></span> ffi::String <a class="code hl_variable" href="classtvm_1_1tirx_1_1PipelineNode.html#a691bfe7ff5570942f13d7f138d7596d7">name_hint</a>;</div>
<div class="line"><a id="l00046" name="l00046"></a><span class="lineno"> 46</span> </div>
-<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1PipelineNode.html#a2e4cb6f3362c1befc3ac4f729a95fff4"> 48</a></span> ffi::Map<ffi::String, tvm::tirx::Buffer> <a class="code hl_variable" href="classtvm_1_1tirx_1_1PipelineNode.html#a2e4cb6f3362c1befc3ac4f729a95fff4">workspace</a>;</div>
+<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1PipelineNode.html#ab9cc0ad485239882ebb99bf93cf5c4d4"> 48</a></span> ffi::Map<ffi::String, tvm::tirx::BufferVar> <a class="code hl_variable" href="classtvm_1_1tirx_1_1PipelineNode.html#ab9cc0ad485239882ebb99bf93cf5c4d4">workspace</a>;</div>
<div class="line"><a id="l00050" name="l00050"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1PipelineNode.html#a0e84ad2e1a2fd70e2cc22f5a00943ee9"> 50</a></span> ffi::Map<ffi::String, ffi::Any> <a class="code hl_variable" href="classtvm_1_1tirx_1_1PipelineNode.html#a0e84ad2e1a2fd70e2cc22f5a00943ee9">schedule_config</a>;</div>
<div class="line"><a id="l00051" name="l00051"></a><span class="lineno"> 51</span> </div>
<div class="foldopen" id="foldopen00052" data-start="{" data-end="}">
@@ -131,7 +131,7 @@ $(document).ready(function() { init_codefold(0); });
<div class="line"><a id="l00056" name="l00056"></a><span class="lineno"> 56</span> .def_ro(<span class="stringliteral">"name_hint"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1PipelineNode.html#a691bfe7ff5570942f13d7f138d7596d7">PipelineNode::name_hint</a>)</div>
<div class="line"><a id="l00057" name="l00057"></a><span class="lineno"> 57</span> .def_ro(<span class="stringliteral">"depth"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1PipelineNode.html#a9b445c1a370f4550f4d79a60b0ae5de4">PipelineNode::depth</a>)</div>
<div class="line"><a id="l00058" name="l00058"></a><span class="lineno"> 58</span> .def_ro(<span class="stringliteral">"separate_pc"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1PipelineNode.html#a584d570c4f01cf07be4d2933bd66aafc">PipelineNode::separate_pc</a>)</div>
-<div class="line"><a id="l00059" name="l00059"></a><span class="lineno"> 59</span> .def_ro(<span class="stringliteral">"workspace"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1PipelineNode.html#a2e4cb6f3362c1befc3ac4f729a95fff4">PipelineNode::workspace</a>)</div>
+<div class="line"><a id="l00059" name="l00059"></a><span class="lineno"> 59</span> .def_ro(<span class="stringliteral">"workspace"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1PipelineNode.html#ab9cc0ad485239882ebb99bf93cf5c4d4">PipelineNode::workspace</a>)</div>
<div class="line"><a id="l00060" name="l00060"></a><span class="lineno"> 60</span> .def_ro(<span class="stringliteral">"schedule_config"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1PipelineNode.html#a0e84ad2e1a2fd70e2cc22f5a00943ee9">PipelineNode::schedule_config</a>);</div>
<div class="line"><a id="l00061" name="l00061"></a><span class="lineno"> 61</span> }</div>
</div>
@@ -144,9 +144,9 @@ $(document).ready(function() { init_codefold(0); });
<div class="foldopen" id="foldopen00067" data-start="{" data-end="};">
<div class="line"><a id="l00067" name="l00067"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Pipeline.html"> 67</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1Pipeline.html">Pipeline</a> : <span class="keyword">public</span> ffi::ObjectRef {</div>
<div class="line"><a id="l00068" name="l00068"></a><span class="lineno"> 68</span> <span class="keyword">public</span>:</div>
-<div class="line"><a id="l00069" name="l00069"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Pipeline.html#acb8a143d3dcd9f4d260fc51b242c6891"> 69</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <span class="keyword">explicit</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1Pipeline.html#acb8a143d3dcd9f4d260fc51b242c6891">Pipeline</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1ExecScope.html">ExecScope</a> thread_sco [...]
+<div class="line"><a id="l00069" name="l00069"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Pipeline.html#a12359b96e8e623561f1b444ed0840732"> 69</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <span class="keyword">explicit</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1Pipeline.html#a12359b96e8e623561f1b444ed0840732">Pipeline</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1ExecScope.html">ExecScope</a> thread_sco [...]
<div class="line"><a id="l00070" name="l00070"></a><span class="lineno"> 70</span> ffi::String name_hint = <span class="stringliteral">""</span>,</div>
-<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"> 71</span> ffi::Map<ffi::String, tvm::tirx::Buffer> workspace = {},</div>
+<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"> 71</span> ffi::Map<ffi::String, tvm::tirx::BufferVar> workspace = {},</div>
<div class="line"><a id="l00072" name="l00072"></a><span class="lineno"> 72</span> ffi::Map<ffi::String, ffi::Any> schedule_config = {});</div>
<div class="line"><a id="l00073" name="l00073"></a><span class="lineno"> 73</span> </div>
<div class="line"><a id="l00074" name="l00074"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Pipeline.html#a93515bcdfa77b0c9336eae399c189d21"> 74</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1Pipeline.html#a93515bcdfa77b0c9336eae399c189d21">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1Pipeline.html">Pipeline</a>, ffi::ObjectRef, <a class="code hl_class" href="classtvm_1_1tirx_1_1PipelineNode.h [...]
@@ -172,9 +172,9 @@ $(document).ready(function() { init_codefold(0); });
<div class="foldopen" id="foldopen00089" data-start="{" data-end="};">
<div class="line"><a id="l00089" name="l00089"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1CopyPipeline.html"> 89</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1CopyPipeline.html">CopyPipeline</a> : <span class="keyword">public</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1Pipeline.html">Pipeline</a> {</div>
<div class="line"><a id="l00090" name="l00090"></a><span class="lineno"> 90</span> <span class="keyword">public</span>:</div>
-<div class="line"><a id="l00091" name="l00091"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1CopyPipeline.html#ae0a14aadca642fb916d89c78afb6d5c3"> 91</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <span class="keyword">explicit</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1CopyPipeline.html#ae0a14aadca642fb916d89c78afb6d5c3">CopyPipeline</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1ExecScope.html">ExecScope</a [...]
+<div class="line"><a id="l00091" name="l00091"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1CopyPipeline.html#afbb00a7757a021ddee9ce873fd6dfaca"> 91</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <span class="keyword">explicit</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1CopyPipeline.html#afbb00a7757a021ddee9ce873fd6dfaca">CopyPipeline</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1ExecScope.html">ExecScope</a [...]
<div class="line"><a id="l00092" name="l00092"></a><span class="lineno"> 92</span> ffi::String name_hint = <span class="stringliteral">""</span>,</div>
-<div class="line"><a id="l00093" name="l00093"></a><span class="lineno"> 93</span> ffi::Map<ffi::String, tvm::tirx::Buffer> workspace = {},</div>
+<div class="line"><a id="l00093" name="l00093"></a><span class="lineno"> 93</span> ffi::Map<ffi::String, tvm::tirx::BufferVar> workspace = {},</div>
<div class="line"><a id="l00094" name="l00094"></a><span class="lineno"> 94</span> ffi::Map<ffi::String, ffi::Any> schedule_config = {});</div>
<div class="line"><a id="l00095" name="l00095"></a><span class="lineno"> 95</span> </div>
<div class="line"><a id="l00096" name="l00096"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1CopyPipeline.html#aeeb083fe3ad18845d6ca9d0cad38dbbc"> 96</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1CopyPipeline.html#aeeb083fe3ad18845d6ca9d0cad38dbbc">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1CopyPipeline.html">CopyPipeline</a>, <a class="code hl_class" href="classtvm_1_1tirx_1_1Pipeline.html" [...]
@@ -194,22 +194,22 @@ $(document).ready(function() { init_codefold(0); });
<div class="ttc" id="aclasstvm_1_1tirx_1_1CopyPipelineNode_html_afa2a4a9dc66ef6cdee55edf7c3df1eb9"><div class="ttname"><a href="classtvm_1_1tirx_1_1CopyPipelineNode.html#afa2a4a9dc66ef6cdee55edf7c3df1eb9">tvm::tirx::CopyPipelineNode::TVM_FFI_DECLARE_OBJECT_INFO_FINAL</a></div><div class="ttdeci">TVM_FFI_DECLARE_OBJECT_INFO_FINAL("tirx.CopyPipeline", CopyPipelineNode, PipelineNode)</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1CopyPipeline_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1CopyPipeline.html">tvm::tirx::CopyPipeline</a></div><div class="ttdef"><b>Definition</b> async_structs.h:89</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1CopyPipeline_html_a09b16ac7f0fb20269a0d10164897d440"><div class="ttname"><a href="classtvm_1_1tirx_1_1CopyPipeline.html#a09b16ac7f0fb20269a0d10164897d440">tvm::tirx::CopyPipeline::TVM_DEFINE_OBJECT_REF_COW_METHOD</a></div><div class="ttdeci">TVM_DEFINE_OBJECT_REF_COW_METHOD(CopyPipelineNode)</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1CopyPipeline_html_ae0a14aadca642fb916d89c78afb6d5c3"><div class="ttname"><a href="classtvm_1_1tirx_1_1CopyPipeline.html#ae0a14aadca642fb916d89c78afb6d5c3">tvm::tirx::CopyPipeline::CopyPipeline</a></div><div class="ttdeci">CopyPipeline(ExecScope thread_scope, size_t depth=0, bool separate_pc=false, ffi::String name_hint="", ffi::Map< ffi::String, tvm::tirx::Buffer > workspace={}, ffi::Map< ffi::String, ffi::Any > schedule_con [...]
<div class="ttc" id="aclasstvm_1_1tirx_1_1CopyPipeline_html_aeeb083fe3ad18845d6ca9d0cad38dbbc"><div class="ttname"><a href="classtvm_1_1tirx_1_1CopyPipeline.html#aeeb083fe3ad18845d6ca9d0cad38dbbc">tvm::tirx::CopyPipeline::TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a></div><div class="ttdeci">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE(CopyPipeline, Pipeline, CopyPipelineNode)</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1CopyPipeline_html_afbb00a7757a021ddee9ce873fd6dfaca"><div class="ttname"><a href="classtvm_1_1tirx_1_1CopyPipeline.html#afbb00a7757a021ddee9ce873fd6dfaca">tvm::tirx::CopyPipeline::CopyPipeline</a></div><div class="ttdeci">CopyPipeline(ExecScope thread_scope, size_t depth=0, bool separate_pc=false, ffi::String name_hint="", ffi::Map< ffi::String, tvm::tirx::BufferVar > workspace={}, ffi::Map< ffi::String, ffi::Any > schedule_ [...]
<div class="ttc" id="aclasstvm_1_1tirx_1_1ExecScope_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1ExecScope.html">tvm::tirx::ExecScope</a></div><div class="ttdef"><b>Definition</b> exec_scope.h:228</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1PipelineNode_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1PipelineNode.html">tvm::tirx::PipelineNode</a></div><div class="ttdef"><b>Definition</b> async_structs.h:36</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1PipelineNode_html_a0e84ad2e1a2fd70e2cc22f5a00943ee9"><div class="ttname"><a href="classtvm_1_1tirx_1_1PipelineNode.html#a0e84ad2e1a2fd70e2cc22f5a00943ee9">tvm::tirx::PipelineNode::schedule_config</a></div><div class="ttdeci">ffi::Map< ffi::String, ffi::Any > schedule_config</div><div class="ttdoc">The schedule config of the pipeline.</div><div class="ttdef"><b>Definition</b> async_structs.h:50</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1PipelineNode_html_a117185d8269458562bfe8b207c16849a"><div class="ttname"><a href="classtvm_1_1tirx_1_1PipelineNode.html#a117185d8269458562bfe8b207c16849a">tvm::tirx::PipelineNode::RegisterReflection</a></div><div class="ttdeci">static void RegisterReflection()</div><div class="ttdef"><b>Definition</b> async_structs.h:52</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1PipelineNode_html_a1e76cab1dbd7b61820bfd9422bb4d6ab"><div class="ttname"><a href="classtvm_1_1tirx_1_1PipelineNode.html#a1e76cab1dbd7b61820bfd9422bb4d6ab">tvm::tirx::PipelineNode::TVM_FFI_DECLARE_OBJECT_INFO</a></div><div class="ttdeci">TVM_FFI_DECLARE_OBJECT_INFO("tirx.Pipeline", PipelineNode, ffi::Object)</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1PipelineNode_html_a2e4cb6f3362c1befc3ac4f729a95fff4"><div class="ttname"><a href="classtvm_1_1tirx_1_1PipelineNode.html#a2e4cb6f3362c1befc3ac4f729a95fff4">tvm::tirx::PipelineNode::workspace</a></div><div class="ttdeci">ffi::Map< ffi::String, tvm::tirx::Buffer > workspace</div><div class="ttdoc">The workspace of the pipeline.</div><div class="ttdef"><b>Definition</b> async_structs.h:48</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1PipelineNode_html_a584d570c4f01cf07be4d2933bd66aafc"><div class="ttname"><a href="classtvm_1_1tirx_1_1PipelineNode.html#a584d570c4f01cf07be4d2933bd66aafc">tvm::tirx::PipelineNode::separate_pc</a></div><div class="ttdeci">bool separate_pc</div><div class="ttdoc">Whether to separate producer and consumer threads.</div><div class="ttdef"><b>Definition</b> async_structs.h:43</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1PipelineNode_html_a691bfe7ff5570942f13d7f138d7596d7"><div class="ttname"><a href="classtvm_1_1tirx_1_1PipelineNode.html#a691bfe7ff5570942f13d7f138d7596d7">tvm::tirx::PipelineNode::name_hint</a></div><div class="ttdeci">ffi::String name_hint</div><div class="ttdoc">The name hint of the pipeline.</div><div class="ttdef"><b>Definition</b> async_structs.h:45</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1PipelineNode_html_a9b445c1a370f4550f4d79a60b0ae5de4"><div class="ttname"><a href="classtvm_1_1tirx_1_1PipelineNode.html#a9b445c1a370f4550f4d79a60b0ae5de4">tvm::tirx::PipelineNode::depth</a></div><div class="ttdeci">size_t depth</div><div class="ttdoc">The pipeline depth.</div><div class="ttdef"><b>Definition</b> async_structs.h:41</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1PipelineNode_html_aa533795c11a986fb77c7889e39184001"><div class="ttname"><a href="classtvm_1_1tirx_1_1PipelineNode.html#aa533795c11a986fb77c7889e39184001">tvm::tirx::PipelineNode::thread_scope</a></div><div class="ttdeci">ExecScope thread_scope</div><div class="ttdoc">The thread scope of this pipeline.</div><div class="ttdef"><b>Definition</b> async_structs.h:39</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1PipelineNode_html_ab9cc0ad485239882ebb99bf93cf5c4d4"><div class="ttname"><a href="classtvm_1_1tirx_1_1PipelineNode.html#ab9cc0ad485239882ebb99bf93cf5c4d4">tvm::tirx::PipelineNode::workspace</a></div><div class="ttdeci">ffi::Map< ffi::String, tvm::tirx::BufferVar > workspace</div><div class="ttdoc">The workspace of the pipeline.</div><div class="ttdef"><b>Definition</b> async_structs.h:48</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1PipelineNode_html_acf25772302e93cc58358ce8e7df271e9"><div class="ttname"><a href="classtvm_1_1tirx_1_1PipelineNode.html#acf25772302e93cc58358ce8e7df271e9">tvm::tirx::PipelineNode::_type_s_eq_hash_kind</a></div><div class="ttdeci">static constexpr TVMFFISEqHashKind _type_s_eq_hash_kind</div><div class="ttdef"><b>Definition</b> async_structs.h:63</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1Pipeline_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1Pipeline.html">tvm::tirx::Pipeline</a></div><div class="ttdef"><b>Definition</b> async_structs.h:67</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1Pipeline_html_a12359b96e8e623561f1b444ed0840732"><div class="ttname"><a href="classtvm_1_1tirx_1_1Pipeline.html#a12359b96e8e623561f1b444ed0840732">tvm::tirx::Pipeline::Pipeline</a></div><div class="ttdeci">Pipeline(ExecScope thread_scope, size_t depth=0, bool separate_pc=false, ffi::String name_hint="", ffi::Map< ffi::String, tvm::tirx::BufferVar > workspace={}, ffi::Map< ffi::String, ffi::Any > schedule_config={})</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1Pipeline_html_a93515bcdfa77b0c9336eae399c189d21"><div class="ttname"><a href="classtvm_1_1tirx_1_1Pipeline.html#a93515bcdfa77b0c9336eae399c189d21">tvm::tirx::Pipeline::TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a></div><div class="ttdeci">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE(Pipeline, ffi::ObjectRef, PipelineNode)</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1Pipeline_html_acb8a143d3dcd9f4d260fc51b242c6891"><div class="ttname"><a href="classtvm_1_1tirx_1_1Pipeline.html#acb8a143d3dcd9f4d260fc51b242c6891">tvm::tirx::Pipeline::Pipeline</a></div><div class="ttdeci">Pipeline(ExecScope thread_scope, size_t depth=0, bool separate_pc=false, ffi::String name_hint="", ffi::Map< ffi::String, tvm::tirx::Buffer > workspace={}, ffi::Map< ffi::String, ffi::Any > schedule_config={})</div></div>
<div class="ttc" id="aexec__scope_8h_html"><div class="ttname"><a href="exec__scope_8h.html">exec_scope.h</a></div></div>
<div class="ttc" id="amodule_8h_html"><div class="ttname"><a href="module_8h.html">module.h</a></div><div class="ttdoc">IRModule that holds the functions and type definitions.</div></div>
<div class="ttc" id="anamespacetvm_html"><div class="ttname"><a href="namespacetvm.html">tvm</a></div><div class="ttdoc">An object that builds and maintains block scope and StmtSref mapping for Dependence analysis.</div><div class="ttdef"><b>Definition</b> analyzer.h:40</div></div>
diff --git a/docs/reference/api/doxygen/axis__group__graph_8h.html b/docs/reference/api/doxygen/axis__group__graph_8h.html
index 10a6f474562..69f7e534715 100644
--- a/docs/reference/api/doxygen/axis__group__graph_8h.html
+++ b/docs/reference/api/doxygen/axis__group__graph_8h.html
@@ -126,8 +126,8 @@ Namespaces</h2></td></tr>
Typedefs</h2></td></tr>
<tr class="memitem:aa2311cd730cdca8a01c1d2ff35417ad2" id="r_aa2311cd730cdca8a01c1d2ff35417ad2"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">using</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#aa2311cd730cdca8a01c1d2ff35417ad2">tvm::tirx::TIRVarAxis</a> = std::pair< <a class="el" href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">Var</a>, <a class="el" href="classtvm_ [...]
<tr class="separator:aa2311cd730cdca8a01c1d2ff35417ad2"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a176fc8a18c3ffce5a6c69e15ac53165f" id="r_a176fc8a18c3ffce5a6c69e15ac53165f"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">using</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">tvm::tirx::BufferAxis</a> = std::pair< <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a>, <a class="el" href="classtvm_1_1With.html">int</a> > [...]
-<tr class="separator:a176fc8a18c3ffce5a6c69e15ac53165f"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:aae66818353d29c42b5f0337479f5d272" id="r_aae66818353d29c42b5f0337479f5d272"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">using</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">tvm::tirx::BufferAxis</a> = std::pair< <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a>, <a class="el" href="classtvm_1_1With.html">int</ [...]
+<tr class="separator:aae66818353d29c42b5f0337479f5d272"><td class="memSeparator" colspan="2"> </td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="func-members" name="func-members"></a>
Functions</h2></td></tr>
diff --git a/docs/reference/api/doxygen/axis__group__graph_8h_source.html b/docs/reference/api/doxygen/axis__group__graph_8h_source.html
index ce5d2e1fdf2..a1ff7755996 100644
--- a/docs/reference/api/doxygen/axis__group__graph_8h_source.html
+++ b/docs/reference/api/doxygen/axis__group__graph_8h_source.html
@@ -124,12 +124,12 @@ $(document).ready(function() { init_codefold(0); });
<div class="line"><a id="l00040" name="l00040"></a><span class="lineno"> 40</span><span class="comment">// (var, axis)</span></div>
<div class="line"><a id="l00041" name="l00041"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#aa2311cd730cdca8a01c1d2ff35417ad2"> 41</a></span><span class="keyword">using </span><a class="code hl_typedef" href="namespacetvm_1_1tirx.html#aa2311cd730cdca8a01c1d2ff35417ad2">TIRVarAxis</a> = std::pair<Var, int>;</div>
<div class="line"><a id="l00042" name="l00042"></a><span class="lineno"> 42</span><span class="comment">// (buffer, axis)</span></div>
-<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f"> 43</a></span><span class="keyword">using </span><a class="code hl_typedef" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">BufferAxis</a> = std::pair<Buffer, int>;</div>
+<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272"> 43</a></span><span class="keyword">using </span><a class="code hl_typedef" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">BufferAxis</a> = std::pair<BufferVar, int>;</div>
<div class="foldopen" id="foldopen00044" data-start="{" data-end="};">
<div class="line"><a id="l00044" name="l00044"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferAxisHash.html"> 44</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1BufferAxisHash.html">BufferAxisHash</a> {</div>
<div class="line"><a id="l00045" name="l00045"></a><span class="lineno"> 45</span> <span class="keyword">public</span>:</div>
<div class="foldopen" id="foldopen00046" data-start="{" data-end="}">
-<div class="line"><a id="l00046" name="l00046"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferAxisHash.html#ab28a93a16fa8e3f849f47a0c43ad6282"> 46</a></span> <span class="keywordtype">size_t</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferAxisHash.html#ab28a93a16fa8e3f849f47a0c43ad6282">operator()</a>(<span class="keyword">const</span> <a class="code hl_typedef" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">BufferAxis</ [...]
+<div class="line"><a id="l00046" name="l00046"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferAxisHash.html#ab28a93a16fa8e3f849f47a0c43ad6282"> 46</a></span> <span class="keywordtype">size_t</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferAxisHash.html#ab28a93a16fa8e3f849f47a0c43ad6282">operator()</a>(<span class="keyword">const</span> <a class="code hl_typedef" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">BufferAxis</ [...]
<div class="line"><a id="l00047" name="l00047"></a><span class="lineno"> 47</span> <span class="keywordtype">size_t</span> <span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1With.html">h1</a>(ffi::ObjectPtrHash()(<a class="code hl_class" href="classtvm_1_1With.html">buffer_axis</a>.first));</div>
<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"> 48</span> <span class="keywordtype">size_t</span> <span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1With.html">h2</a>(std::hash<int>()(<a class="code hl_class" href="classtvm_1_1With.html">buffer_axis</a>.second));</div>
<div class="line"><a id="l00049" name="l00049"></a><span class="lineno"> 49</span> <span class="keywordflow">return</span> <a class="code hl_class" href="classtvm_1_1With.html">h1</a> ^ (<a class="code hl_class" href="classtvm_1_1With.html">h2</a> << 1);</div>
@@ -147,7 +147,7 @@ $(document).ready(function() { init_codefold(0); });
<div class="line"><a id="l00070" name="l00070"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html#ad8e01d1d6fe77bb27cb007cde0cb83d5"> 70</a></span> <span class="keyword">static</span> std::vector<std::vector<TIRVarAxis>> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html#ad8e01d1d6fe77bb27cb007cde0cb83d5">GetTIRVarAxisGraph</a>(<span class="keyword">const</span> <a class="code hl_class" href="cl [...]
<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"> 71</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html">BufferAxisGraphExtractor</a> <a class="code hl_class" href="classtvm_1_1With.html">extractor</a>;</div>
<div class="line"><a id="l00072" name="l00072"></a><span class="lineno"> 72</span> <a class="code hl_class" href="classtvm_1_1With.html">extractor</a>(<a class="code hl_class" href="classtvm_1_1With.html">prim_func</a>->body);</div>
-<div class="line"><a id="l00073" name="l00073"></a><span class="lineno"> 73</span> ffi::Map<Buffer, Var> <a class="code hl_class" href="classtvm_1_1With.html">inverse_buffer_map</a>;</div>
+<div class="line"><a id="l00073" name="l00073"></a><span class="lineno"> 73</span> ffi::Map<BufferVar, Var> <a class="code hl_class" href="classtvm_1_1With.html">inverse_buffer_map</a>;</div>
<div class="line"><a id="l00074" name="l00074"></a><span class="lineno"> 74</span> <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& <a class="code hl_class" href="classtvm_1_1With.html">pr</a> : <a class="code hl_class" href="classtvm_1_1With.html">prim_func</a>->buffer_map) {</div>
<div class="line"><a id="l00075" name="l00075"></a><span class="lineno"> 75</span> <a class="code hl_class" href="classtvm_1_1With.html">inverse_buffer_map</a>.Set(<a class="code hl_class" href="classtvm_1_1With.html">pr</a>.second, <a class="code hl_class" href="classtvm_1_1With.html">pr</a>.first);</div>
<div class="line"><a id="l00076" name="l00076"></a><span class="lineno"> 76</span> }</div>
@@ -155,7 +155,7 @@ $(document).ready(function() { init_codefold(0); });
<div class="line"><a id="l00078" name="l00078"></a><span class="lineno"> 78</span> std::unordered_set<BufferAxis, BufferAxisHash> <a class="code hl_class" href="classtvm_1_1With.html">visited</a>;</div>
<div class="line"><a id="l00079" name="l00079"></a><span class="lineno"> 79</span> <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& <a class="code hl_class" href="classtvm_1_1With.html">pr</a> : <a class="code hl_class" href="classtvm_1_1With.html">prim_func</a>->buffer_map) {</div>
<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"> 80</span> <a class="code hl_class" href="classtvm_1_1Var.html">Var</a> <a class="code hl_class" href="classtvm_1_1With.html">param</a> = <a class="code hl_class" href="classtvm_1_1With.html">pr</a>.first;</div>
-<div class="line"><a id="l00081" name="l00081"></a><span class="lineno"> 81</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> buffer = <a class="code hl_class" href="classtvm_1_1With.html">pr</a>.second;</div>
+<div class="line"><a id="l00081" name="l00081"></a><span class="lineno"> 81</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> buffer = <a class="code hl_class" href="classtvm_1_1With.html">pr</a>.second;</div>
<div class="line"><a id="l00082" name="l00082"></a><span class="lineno"> 82</span> <span class="keywordflow">for</span> (<span class="keywordtype">int</span> <a class="code hl_class" href="classtvm_1_1With.html">i</a> = 0; <a class="code hl_class" href="classtvm_1_1With.html">i < static_cast<int></a>(buffer->shape.size()); <a class="code hl_class" href="classtvm_1_1With.html">i</a>++) {</div>
<div class="line"><a id="l00083" name="l00083"></a><span class="lineno"> 83</span> <span class="keywordflow">if</span> (<a class="code hl_class" href="classtvm_1_1With.html">extractor</a>.buffer_axis_graph_.count({buffer, i})) {</div>
<div class="line"><a id="l00084" name="l00084"></a><span class="lineno"> 84</span> std::vector<BufferAxis> <a class="code hl_class" href="classtvm_1_1With.html">buffer_axis_group</a>;</div>
@@ -180,7 +180,7 @@ $(document).ready(function() { init_codefold(0); });
</div>
<div class="line"><a id="l00103" name="l00103"></a><span class="lineno"> 103</span> </div>
<div class="foldopen" id="foldopen00104" data-start="{" data-end="}">
-<div class="line"><a id="l00104" name="l00104"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html#a39ce5890c77c364024076f6155299263"> 104</a></span> <span class="keywordtype">void</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html#a39ce5890c77c364024076f6155299263">DFSGraph</a>(<a class="code hl_typedef" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">BufferAxis</a> <a class="code h [...]
+<div class="line"><a id="l00104" name="l00104"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html#a39ce5890c77c364024076f6155299263"> 104</a></span> <span class="keywordtype">void</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html#a39ce5890c77c364024076f6155299263">DFSGraph</a>(<a class="code hl_typedef" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">BufferAxis</a> <a class="code h [...]
<div class="line"><a id="l00105" name="l00105"></a><span class="lineno"> 105</span> std::vector<BufferAxis>* <a class="code hl_class" href="classtvm_1_1With.html">buffer_axis_group</a>) {</div>
<div class="line"><a id="l00106" name="l00106"></a><span class="lineno"> 106</span> <span class="keywordflow">if</span> (<a class="code hl_class" href="classtvm_1_1With.html">visited</a>->count(<a class="code hl_class" href="classtvm_1_1With.html">cur</a>)) {</div>
<div class="line"><a id="l00107" name="l00107"></a><span class="lineno"> 107</span> <span class="keywordflow">return</span>;</div>
@@ -243,14 +243,14 @@ $(document).ready(function() { init_codefold(0); });
<div class="line"><a id="l00163" name="l00163"></a><span class="lineno"> 163</span> }</div>
<div class="line"><a id="l00164" name="l00164"></a><span class="lineno"> 164</span> arith::Analyzer analyzer;</div>
<div class="line"><a id="l00165" name="l00165"></a><span class="lineno"> 165</span> <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& access_pr : buffer_access_indices_) {</div>
-<div class="line"><a id="l00166" name="l00166"></a><span class="lineno"> 166</span> Buffer buffer = access_pr.first;</div>
+<div class="line"><a id="l00166" name="l00166"></a><span class="lineno"> 166</span> BufferVar buffer = access_pr.first;</div>
<div class="line"><a id="l00167" name="l00167"></a><span class="lineno"> 167</span> ffi::Array<PrimExpr> indices = access_pr.second;</div>
<div class="line"><a id="l00168" name="l00168"></a><span class="lineno"> 168</span> <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i < static_cast<int>(indices.size()); i++) {</div>
<div class="line"><a id="l00169" name="l00169"></a><span class="lineno"> 169</span> <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& another_access_pr : buffer_access_indices_) {</div>
<div class="line"><a id="l00170" name="l00170"></a><span class="lineno"> 170</span> <span class="keywordflow">if</span> (another_access_pr.first.same_as(buffer)) {</div>
<div class="line"><a id="l00171" name="l00171"></a><span class="lineno"> 171</span> <span class="keywordflow">continue</span>;</div>
<div class="line"><a id="l00172" name="l00172"></a><span class="lineno"> 172</span> }</div>
-<div class="line"><a id="l00173" name="l00173"></a><span class="lineno"> 173</span> Buffer another_buffer = another_access_pr.first;</div>
+<div class="line"><a id="l00173" name="l00173"></a><span class="lineno"> 173</span> BufferVar another_buffer = another_access_pr.first;</div>
<div class="line"><a id="l00174" name="l00174"></a><span class="lineno"> 174</span> ffi::Array<PrimExpr> another_indices = another_access_pr.second;</div>
<div class="line"><a id="l00175" name="l00175"></a><span class="lineno"> 175</span> <span class="keywordflow">for</span> (<span class="keywordtype">int</span> j = 0; j < static_cast<int>(another_indices.size()); j++) {</div>
<div class="line"><a id="l00176" name="l00176"></a><span class="lineno"> 176</span> <span class="keywordflow">if</span> (Match(indices[i], buffer->shape[i], another_indices[j], another_buffer->shape[j],</div>
@@ -263,7 +263,7 @@ $(document).ready(function() { init_codefold(0); });
<div class="line"><a id="l00183" name="l00183"></a><span class="lineno"> 183</span> }</div>
<div class="line"><a id="l00184" name="l00184"></a><span class="lineno"> 184</span> }</div>
<div class="line"><a id="l00185" name="l00185"></a><span class="lineno"> 185</span> </div>
-<div class="line"><a id="l00186" name="l00186"></a><span class="lineno"> 186</span> <span class="keywordtype">void</span> JoinBufferAxis(<a class="code hl_typedef" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">BufferAxis</a> axis1, <a class="code hl_typedef" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">BufferAxis</a> axis2) {</div>
+<div class="line"><a id="l00186" name="l00186"></a><span class="lineno"> 186</span> <span class="keywordtype">void</span> JoinBufferAxis(<a class="code hl_typedef" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">BufferAxis</a> axis1, <a class="code hl_typedef" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">BufferAxis</a> axis2) {</div>
<div class="line"><a id="l00187" name="l00187"></a><span class="lineno"> 187</span> <span class="keywordflow">if</span> (!buffer_axis_graph_.count(axis1)) {</div>
<div class="line"><a id="l00188" name="l00188"></a><span class="lineno"> 188</span> buffer_axis_graph_[axis1] = {};</div>
<div class="line"><a id="l00189" name="l00189"></a><span class="lineno"> 189</span> }</div>
@@ -274,7 +274,7 @@ $(document).ready(function() { init_codefold(0); });
<div class="line"><a id="l00194" name="l00194"></a><span class="lineno"> 194</span> buffer_axis_graph_[axis2].push_back(axis1);</div>
<div class="line"><a id="l00195" name="l00195"></a><span class="lineno"> 195</span> }</div>
<div class="line"><a id="l00196" name="l00196"></a><span class="lineno"> 196</span> </div>
-<div class="line"><a id="l00197" name="l00197"></a><span class="lineno"> 197</span> std::vector<std::pair<Buffer, ffi::Array<PrimExpr>>> buffer_access_indices_;</div>
+<div class="line"><a id="l00197" name="l00197"></a><span class="lineno"> 197</span> std::vector<std::pair<BufferVar, ffi::Array<PrimExpr>>> buffer_access_indices_;</div>
<div class="line"><a id="l00198" name="l00198"></a><span class="lineno"> 198</span> std::unordered_map<BufferAxis, std::vector<BufferAxis>, BufferAxisHash> buffer_axis_graph_;</div>
<div class="line"><a id="l00199" name="l00199"></a><span class="lineno"> 199</span> ffi::Map<Var, Range> iter_var_range_;</div>
<div class="line"><a id="l00200" name="l00200"></a><span class="lineno"> 200</span> std::string func_name;</div>
@@ -543,8 +543,8 @@ $(document).ready(function() { init_codefold(0); });
<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferAxisHash_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferAxisHash.html">tvm::tirx::BufferAxisHash</a></div><div class="ttdef"><b>Definition</b> axis_group_graph.h:44</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferAxisHash_html_ab28a93a16fa8e3f849f47a0c43ad6282"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferAxisHash.html#ab28a93a16fa8e3f849f47a0c43ad6282">tvm::tirx::BufferAxisHash::operator()</a></div><div class="ttdeci">size_t operator()(const BufferAxis &buffer_axis) const</div><div class="ttdef"><b>Definition</b> axis_group_graph.h:46</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferStoreNode_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferStoreNode.html">tvm::tirx::BufferStoreNode</a></div><div class="ttdoc">Store value to the high dimension buffer.</div><div class="ttdef"><b>Definition</b> stmt.h:202</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1Buffer_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></div><div class="ttdoc">Buffer is a symbolic n-darray structure. It is a composition of primitive symbolic types,...</div><div class="ttdef"><b>Definition</b> buffer.h:166</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1PrimFunc_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1PrimFunc.html">tvm::tirx::PrimFunc</a></div><div class="ttdoc">Managed reference to PrimFuncNode.</div><div class="ttdef"><b>Definition</b> function.h:154</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a></div><div class="ttdoc">Checked zero-state view over an ordinary VarNode with BufferType.</div><div class="ttdef"><b>Definition</b> buffer.h:179</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1PrimFunc_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1PrimFunc.html">tvm::tirx::PrimFunc</a></div><div class="ttdoc">Managed reference to PrimFuncNode.</div><div class="ttdef"><b>Definition</b> function.h:155</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1StmtExprVisitor_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1StmtExprVisitor.html">tvm::tirx::StmtExprVisitor</a></div><div class="ttdoc">Visitor that recursively visit stmts and exprs on them.</div><div class="ttdef"><b>Definition</b> stmt_functor.h:334</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1StmtExprVisitor_html_a29c23694e246689945ee3170af74c399"><div class="ttname"><a href="classtvm_1_1tirx_1_1StmtExprVisitor.html#a29c23694e246689945ee3170af74c399">tvm::tirx::StmtExprVisitor::VisitExpr_</a></div><div class="ttdeci">void VisitExpr_(const BufferLoadNode *op) override</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1StmtVisitor_html_a309955933b57ef90fb97f7a18b568626"><div class="ttname"><a href="classtvm_1_1tirx_1_1StmtVisitor.html#a309955933b57ef90fb97f7a18b568626">tvm::tirx::StmtVisitor::VisitStmt_</a></div><div class="ttdeci">void VisitStmt_(const BindNode *op) override</div></div>
@@ -552,10 +552,10 @@ $(document).ready(function() { init_codefold(0); });
<div class="ttc" id="anamespacetvm_1_1arith_html_ab7ad55d05b86df372db7e2662cfa0e22"><div class="ttname"><a href="namespacetvm_1_1arith.html#ab7ad55d05b86df372db7e2662cfa0e22">tvm::arith::AsIntSet</a></div><div class="ttdeci">ffi::Map< Var, arith::IntSet > AsIntSet(const ffi::Map< Var, Range > &var_dom)</div><div class="ttdoc">Converts the Ranges to IntSets.</div></div>
<div class="ttc" id="anamespacetvm_1_1arith_html_afbc2d38e3e689108a509990debf1415a"><div class="ttname"><a href="namespacetvm_1_1arith.html#afbc2d38e3e689108a509990debf1415a">tvm::arith::EvalSet</a></div><div class="ttdeci">IntSet EvalSet(PrimExpr e, const ffi::Map< IterVar, IntSet > &dom_map)</div><div class="ttdoc">Find an symbolic integer set that contains all possible values of e given the domain of each iteratio...</div></div>
<div class="ttc" id="anamespacetvm_1_1te_html_a054fef7460475c6d4adb0c845648bcd7"><div class="ttname"><a href="namespacetvm_1_1te.html#a054fef7460475c6d4adb0c845648bcd7">tvm::te::var</a></div><div class="ttdeci">PrimVar var(std::string name_hint, PrimType t=PrimType::Int(32))</div><div class="ttdoc">Construct a new Var expression.</div></div>
-<div class="ttc" id="anamespacetvm_1_1tirx_html_a176fc8a18c3ffce5a6c69e15ac53165f"><div class="ttname"><a href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">tvm::tirx::BufferAxis</a></div><div class="ttdeci">std::pair< Buffer, int > BufferAxis</div><div class="ttdef"><b>Definition</b> axis_group_graph.h:43</div></div>
<div class="ttc" id="anamespacetvm_1_1tirx_html_a6afba4ff0c281c4916330c3b0e2e6ad3"><div class="ttname"><a href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">tvm::tirx::Var</a></div><div class="ttdeci">tvm::Var Var</div><div class="ttdef"><b>Definition</b> var.h:38</div></div>
<div class="ttc" id="anamespacetvm_1_1tirx_html_a9688bfdd5cc9741579c3d6cb2fe60fb5"><div class="ttname"><a href="namespacetvm_1_1tirx.html#a9688bfdd5cc9741579c3d6cb2fe60fb5">tvm::tirx::GetShardingVarFromIndex</a></div><div class="ttdeci">Var GetShardingVarFromIndex(PrimExpr index, ffi::Map< Var, Range > var_range, const arith::Analyzer &analyzer)</div><div class="ttdoc">Suppose we want to shard a buffer along a specific dimension, we need to know how to rewrite the acce...</div></div>
<div class="ttc" id="anamespacetvm_1_1tirx_html_aa2311cd730cdca8a01c1d2ff35417ad2"><div class="ttname"><a href="namespacetvm_1_1tirx.html#aa2311cd730cdca8a01c1d2ff35417ad2">tvm::tirx::TIRVarAxis</a></div><div class="ttdeci">std::pair< Var, int > TIRVarAxis</div><div class="ttdef"><b>Definition</b> axis_group_graph.h:41</div></div>
+<div class="ttc" id="anamespacetvm_1_1tirx_html_aae66818353d29c42b5f0337479f5d272"><div class="ttname"><a href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">tvm::tirx::BufferAxis</a></div><div class="ttdeci">std::pair< BufferVar, int > BufferAxis</div><div class="ttdef"><b>Definition</b> axis_group_graph.h:43</div></div>
<div class="ttc" id="anamespacetvm_html"><div class="ttname"><a href="namespacetvm.html">tvm</a></div><div class="ttdoc">An object that builds and maintains block scope and StmtSref mapping for Dependence analysis.</div><div class="ttdef"><b>Definition</b> analyzer.h:40</div></div>
<div class="ttc" id="anamespacetvm_html_ad7c45c38af02ce88083d976f9be743b4"><div class="ttname"><a href="namespacetvm.html#ad7c45c38af02ce88083d976f9be743b4">tvm::operator==</a></div><div class="ttdeci">bool operator==(const PrimType &lhs, const PrimType &rhs)</div><div class="ttdef"><b>Definition</b> base_expr.h:266</div></div>
<div class="ttc" id="arelax_2distributed_2type_8h_html"><div class="ttname"><a href="relax_2distributed_2type_8h.html">type.h</a></div><div class="ttdoc">Type definitions for DTensor (Distributed Tensor)</div></div>
diff --git a/docs/reference/api/doxygen/bound_8h.html b/docs/reference/api/doxygen/bound_8h.html
index 62069cee8d3..ec82d853b4f 100644
--- a/docs/reference/api/doxygen/bound_8h.html
+++ b/docs/reference/api/doxygen/bound_8h.html
@@ -117,9 +117,9 @@ Functions</h2></td></tr>
<tr class="memitem:a3658d391f2333f405abdd54a9f174c9f" id="r_a3658d391f2333f405abdd54a9f174c9f"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1arith_1_1IntSet.html">IntSet</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1arith.html#a3658d391f2333f405abdd54a9f174c9f">tvm::arith::DeduceBound</a> (<a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> <a class="el" href="classtvm_1_1With.html">v</a>, <a class= [...]
<tr class="memdesc:a3658d391f2333f405abdd54a9f174c9f"><td class="mdescLeft"> </td><td class="mdescRight">Same as DeduceBound with unordered_map signature. <br /></td></tr>
<tr class="separator:a3658d391f2333f405abdd54a9f174c9f"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:af76371d1dc19c9f074f626939f103ed3" id="r_af76371d1dc19c9f074f626939f103ed3"><td class="memItemLeft" align="right" valign="top">Region </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1arith.html#af76371d1dc19c9f074f626939f103ed3">tvm::arith::DomainTouched</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="classtvm_1_1tirx_1_1Stmt.html">Stmt</a> &body, <a class="el" href="classtvm_1_1With.html">const</a [...]
-<tr class="memdesc:af76371d1dc19c9f074f626939f103ed3"><td class="mdescLeft"> </td><td class="mdescRight">Infer a regular domain that covers all the calls or provides within the given statement. <br /></td></tr>
-<tr class="separator:af76371d1dc19c9f074f626939f103ed3"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:af9aba426afff3f31a93c8dde9e846738" id="r_af9aba426afff3f31a93c8dde9e846738"><td class="memItemLeft" align="right" valign="top">Region </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1arith.html#af9aba426afff3f31a93c8dde9e846738">tvm::arith::DomainTouched</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="classtvm_1_1tirx_1_1Stmt.html">Stmt</a> &body, <a class="el" href="classtvm_1_1With.html">const</a [...]
+<tr class="memdesc:af9aba426afff3f31a93c8dde9e846738"><td class="mdescLeft"> </td><td class="mdescRight">Infer a regular domain that covers all the calls or provides within the given statement. <br /></td></tr>
+<tr class="separator:af9aba426afff3f31a93c8dde9e846738"><td class="memSeparator" colspan="2"> </td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Bound deducers. </p>
diff --git a/docs/reference/api/doxygen/bound_8h_source.html b/docs/reference/api/doxygen/bound_8h_source.html
index 12fbbaae663..ef96c1134e0 100644
--- a/docs/reference/api/doxygen/bound_8h_source.html
+++ b/docs/reference/api/doxygen/bound_8h_source.html
@@ -123,7 +123,7 @@ $(document).ready(function() { init_codefold(0); });
<div class="line"><a id="l00069" name="l00069"></a><span class="lineno"> 69</span> <span class="keyword">const</span> std::unordered_map<const VarNode*, IntSet>& <a class="code hl_class" href="classtvm_1_1With.html">hint_map</a>,</div>
<div class="line"><a id="l00070" name="l00070"></a><span class="lineno"> 70</span> <span class="keyword">const</span> std::unordered_map<const VarNode*, IntSet>& <a class="code hl_class" href="classtvm_1_1With.html">relax_map</a>);</div>
<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"> 71</span> </div>
-<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"><a class="line" href="namespacetvm_1_1arith.html#af76371d1dc19c9f074f626939f103ed3"> 80</a></span>Region <a class="code hl_function" href="namespacetvm_1_1arith.html#af76371d1dc19c9f074f626939f103ed3">DomainTouched</a>(<span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1Stmt.html">Stmt</a>& body, <span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1tirx [...]
+<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"><a class="line" href="namespacetvm_1_1arith.html#af9aba426afff3f31a93c8dde9e846738"> 80</a></span>Region <a class="code hl_function" href="namespacetvm_1_1arith.html#af9aba426afff3f31a93c8dde9e846738">DomainTouched</a>(<span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1Stmt.html">Stmt</a>& body, <span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1tirx [...]
<div class="line"><a id="l00081" name="l00081"></a><span class="lineno"> 81</span> <span class="keywordtype">bool</span> <a class="code hl_class" href="classtvm_1_1With.html">consider_stores</a>);</div>
<div class="line"><a id="l00082" name="l00082"></a><span class="lineno"> 82</span> </div>
<div class="line"><a id="l00083" name="l00083"></a><span class="lineno"> 83</span>} <span class="comment">// namespace arith</span></div>
@@ -132,12 +132,12 @@ $(document).ready(function() { init_codefold(0); });
<div class="ttc" id="aclasstvm_1_1PrimExpr_html"><div class="ttname"><a href="classtvm_1_1PrimExpr.html">tvm::PrimExpr</a></div><div class="ttdoc">Typed reference/view over any Expr whose ExprNode::ty is PrimType.</div><div class="ttdef"><b>Definition</b> base_expr.h:354</div></div>
<div class="ttc" id="aclasstvm_1_1With_html"><div class="ttname"><a href="classtvm_1_1With.html">tvm::With</a></div><div class="ttdoc">RAII wrapper function to enter and exit a context object similar to python's with syntax.</div><div class="ttdef"><b>Definition</b> with_context.h:59</div></div>
<div class="ttc" id="aclasstvm_1_1arith_1_1IntSet_html"><div class="ttname"><a href="classtvm_1_1arith_1_1IntSet.html">tvm::arith::IntSet</a></div><div class="ttdoc">Managed reference to IntSetNode.</div><div class="ttdef"><b>Definition</b> int_set.h:67</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1Buffer_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></div><div class="ttdoc">Buffer is a symbolic n-darray structure. It is a composition of primitive symbolic types,...</div><div class="ttdef"><b>Definition</b> buffer.h:166</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a></div><div class="ttdoc">Checked zero-state view over an ordinary VarNode with BufferType.</div><div class="ttdef"><b>Definition</b> buffer.h:179</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1Stmt_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1Stmt.html">tvm::tirx::Stmt</a></div><div class="ttdoc">Container of all statements.</div><div class="ttdef"><b>Definition</b> stmt.h:65</div></div>
<div class="ttc" id="aint__set_8h_html"><div class="ttname"><a href="int__set_8h.html">int_set.h</a></div><div class="ttdoc">Integer set.</div></div>
<div class="ttc" id="air_2expr_8h_html"><div class="ttname"><a href="ir_2expr_8h.html">expr.h</a></div><div class="ttdoc">Base expr nodes in TVM.</div></div>
<div class="ttc" id="anamespacetvm_1_1arith_html_a7959263b3cd452d41fd114c763ba16ca"><div class="ttname"><a href="namespacetvm_1_1arith.html#a7959263b3cd452d41fd114c763ba16ca">tvm::arith::DeduceBound</a></div><div class="ttdeci">IntSet DeduceBound(PrimExpr v, PrimExpr cond, const ffi::Map< Var, IntSet > &hint_map, const ffi::Map< Var, IntSet > &relax_map)</div><div class="ttdoc">Deduce the bound of the target variable in a expression, give the domain of each variables. [...]
-<div class="ttc" id="anamespacetvm_1_1arith_html_af76371d1dc19c9f074f626939f103ed3"><div class="ttname"><a href="namespacetvm_1_1arith.html#af76371d1dc19c9f074f626939f103ed3">tvm::arith::DomainTouched</a></div><div class="ttdeci">Region DomainTouched(const Stmt &body, const tirx::Buffer &buffer, bool consider_loads, bool consider_stores)</div><div class="ttdoc">Infer a regular domain that covers all the calls or provides within the given statement.</div></div>
+<div class="ttc" id="anamespacetvm_1_1arith_html_af9aba426afff3f31a93c8dde9e846738"><div class="ttname"><a href="namespacetvm_1_1arith.html#af9aba426afff3f31a93c8dde9e846738">tvm::arith::DomainTouched</a></div><div class="ttdeci">Region DomainTouched(const Stmt &body, const tirx::BufferVar &buffer, bool consider_loads, bool consider_stores)</div><div class="ttdoc">Infer a regular domain that covers all the calls or provides within the given statement.</div></div>
<div class="ttc" id="anamespacetvm_1_1tirx_html_a6afba4ff0c281c4916330c3b0e2e6ad3"><div class="ttname"><a href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">tvm::tirx::Var</a></div><div class="ttdeci">tvm::Var Var</div><div class="ttdef"><b>Definition</b> var.h:38</div></div>
<div class="ttc" id="anamespacetvm_1_1tirx_html_aca243675bd16309674c38113af6c7671"><div class="ttname"><a href="namespacetvm_1_1tirx.html#aca243675bd16309674c38113af6c7671">tvm::tirx::VarNode</a></div><div class="ttdeci">tvm::VarNode VarNode</div><div class="ttdef"><b>Definition</b> var.h:37</div></div>
<div class="ttc" id="anamespacetvm_1_1tirx_html_ad4b2c09cd79673b502959a7d4e997675"><div class="ttname"><a href="namespacetvm_1_1tirx.html#ad4b2c09cd79673b502959a7d4e997675">tvm::tirx::Region</a></div><div class="ttdeci">ffi::Array< Range > Region</div><div class="ttdef"><b>Definition</b> var.h:71</div></div>
diff --git a/docs/reference/api/doxygen/buffer_8h.html b/docs/reference/api/doxygen/buffer_8h.html
index 5f40ee708aa..fad0c8013c2 100644
--- a/docs/reference/api/doxygen/buffer_8h.html
+++ b/docs/reference/api/doxygen/buffer_8h.html
@@ -106,11 +106,14 @@ This graph shows which files directly or indirectly include this file:</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="nested-classes" name="nested-classes"></a>
Classes</h2></td></tr>
-<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td></tr>
-<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Node to represent a buffer. <a href="classtvm_1_1tirx_1_1BufferNode.html#details">More...</a><br /></td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferTypeNode.html">tvm::tirx::BufferTypeNode</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Structural type of a TIRx buffer variable. <a href="classtvm_1_1tirx_1_1BufferTypeNode.html#details">More...</a><br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></td></tr>
-<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html" title="Buffer is a symbolic n-darray structure. It is a composition of primitive symbolic types,...">Buffer</a> is a symbolic n-darray structure. It is a composition of primitive symbolic types, used to specify the memory layout of the Tensor used in program input. <a href="classtvm_1_1tirx_1_1Buffer.html#details">More...</a><br /></td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferType.html">tvm::tirx::BufferType</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BufferTypeNode.html" title="Structural type of a TIRx buffer variable.">BufferTypeNode</a>. <a href="classtvm_1_1tirx_1_1BufferType.html#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">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" title="Managed reference to BufferTypeNode.">BufferType</a>. <a href="classtvm_1_1tirx_1_1BufferVar.html#details">More...</a><br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1DataProducerNode.html">tvm::tirx::DataProducerNode</a></td></tr>
<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Base node for data producers. <a href="classtvm_1_1tirx_1_1DataProducerNode.html#details">More...</a><br /></td></tr>
@@ -118,6 +121,8 @@ Classes</h2></td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1DataProducer.html">tvm::tirx::DataProducer</a></td></tr>
<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Managed reference to <a class="el" href="classtvm_1_1tirx_1_1DataProducerNode.html" title="Base node for data producers.">DataProducerNode</a>. <a href="classtvm_1_1tirx_1_1DataProducer.html#details">More...</a><br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html">tvm::ffi::TypeTraits< tirx::BufferVar ></a></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="namespaces" name="namespaces"></a>
Namespaces</h2></td></tr>
@@ -126,6 +131,8 @@ Namespaces</h2></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:namespacetvm_1_1tirx" id="r_namespacetvm_1_1tirx"><td class="memItemLeft" align="right" valign="top">namespace  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html">tvm::tirx</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:namespacetvm_1_1ffi" id="r_namespacetvm_1_1ffi"><td class="memItemLeft" align="right" valign="top">namespace  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1ffi.html">tvm::ffi</a></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="define-members" name="define-members"></a>
Macros</h2></td></tr>
@@ -139,12 +146,23 @@ Functions</h2></td></tr>
<tr class="separator:a323bfac5faa4e657ed340f283c45dc99"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a897e6e061d17ea8adb3408eb34e7b1ae" id="r_a897e6e061d17ea8adb3408eb34e7b1ae"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">DLDataType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#a897e6e061d17ea8adb3408eb34e7b1ae">tvm::tirx::DefaultIndexType</a> ()</td></tr>
<tr class="separator:a897e6e061d17ea8adb3408eb34e7b1ae"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a096c4422bcf6cd75ff067802b15c9efa" id="r_a096c4422bcf6cd75ff067802b15c9efa"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#a096c4422bcf6cd75ff067802b15c9efa">tvm::tirx::decl_buffer</a> (ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > shape, <a class="el" href="classtvm_1_1Pri [...]
-<tr class="memdesc:a096c4422bcf6cd75ff067802b15c9efa"><td class="mdescLeft"> </td><td class="mdescRight">Construct a new buffer given shape, and dtype. <br /></td></tr>
-<tr class="separator:a096c4422bcf6cd75ff067802b15c9efa"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ac51c14982b8e747e6ef51d4219297d22" id="r_ac51c14982b8e747e6ef51d4219297d22"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tirx::Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#ac51c14982b8e747e6ef51d4219297d22">tvm::tirx::BufferWithOffsetAlignment</a> (ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > shape, <a class="el" h [...]
-<tr class="memdesc:ac51c14982b8e747e6ef51d4219297d22"><td class="mdescLeft"> </td><td class="mdescRight">Creates TIR <a class="el" href="classtvm_1_1tirx_1_1Buffer.html" title="Buffer is a symbolic n-darray structure. It is a composition of primitive symbolic types,...">Buffer</a> for provided parameters. <br /></td></tr>
-<tr class="separator:ac51c14982b8e747e6ef51d4219297d22"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a971382deb98a5e016fb5d60261632821" id="r_a971382deb98a5e016fb5d60261632821"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">bool</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#a971382deb98a5e016fb5d60261632821">tvm::tirx::operator==</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> &lhs, <a [...]
+<tr class="separator:a971382deb98a5e016fb5d60261632821"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ac2f1aac973019bc4c242932bee5e8711" id="r_ac2f1aac973019bc4c242932bee5e8711"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">bool</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#ac2f1aac973019bc4c242932bee5e8711">tvm::tirx::operator!=</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> &lhs, <a [...]
+<tr class="separator:ac2f1aac973019bc4c242932bee5e8711"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:aa84515799e4ff11533430fdf4648e483" id="r_aa84515799e4ff11533430fdf4648e483"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#aa84515799e4ff11533430fdf4648e483">tvm::tirx::GetBufferVar</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="namespacetvm_1_1tirx.html#aca243675bd16309 [...]
+<tr class="memdesc:aa84515799e4ff11533430fdf4648e483"><td class="mdescLeft"> </td><td class="mdescRight">Recover a checked buffer view from an ordinary <a class="el" href="classtvm_1_1VarNode.html" title="A local variable in the IR.">VarNode</a> pointer. <br /></td></tr>
+<tr class="separator:aa84515799e4ff11533430fdf4648e483"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:acfe288eb20faba7ebe5c52ebfacc2dcc" id="r_acfe288eb20faba7ebe5c52ebfacc2dcc"><td class="memItemLeft" align="right" valign="top">ffi::ObjectPtr< <a class="el" href="classtvm_1_1tirx_1_1BufferTypeNode.html">BufferTypeNode</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#acfe288eb20faba7ebe5c52ebfacc2dcc">tvm::tirx::CopyBufferType</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="classt [...]
+<tr class="separator:acfe288eb20faba7ebe5c52ebfacc2dcc"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ad85ae1424c8bc271857e453200420551" id="r_ad85ae1424c8bc271857e453200420551"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#ad85ae1424c8bc271857e453200420551">tvm::tirx::RebuildBufferVar</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">Bu [...]
+<tr class="separator:ad85ae1424c8bc271857e453200420551"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a0e510ab31d50db329c9d7b29bee344ac" id="r_a0e510ab31d50db329c9d7b29bee344ac"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#a0e510ab31d50db329c9d7b29bee344ac">tvm::tirx::decl_buffer</a> (ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > shape, <a class="el" href="classtvm_ [...]
+<tr class="memdesc:a0e510ab31d50db329c9d7b29bee344ac"><td class="mdescLeft"> </td><td class="mdescRight">Construct a new buffer given shape, and dtype. <br /></td></tr>
+<tr class="separator:a0e510ab31d50db329c9d7b29bee344ac"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ae89ba2a80e36178ee1a50213198baed1" id="r_ae89ba2a80e36178ee1a50213198baed1"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tirx::BufferVar</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tirx.html#ae89ba2a80e36178ee1a50213198baed1">tvm::tirx::BufferWithOffsetAlignment</a> (ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > shape, <a class= [...]
+<tr class="memdesc:ae89ba2a80e36178ee1a50213198baed1"><td class="mdescLeft"> </td><td class="mdescRight">Creates a TIR buffer for the provided parameters. <br /></td></tr>
+<tr class="separator:ae89ba2a80e36178ee1a50213198baed1"><td class="memSeparator" colspan="2"> </td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Symbolic n-dimensional array, to represent a memory buffer. </p>
diff --git a/docs/reference/api/doxygen/buffer_8h_source.html b/docs/reference/api/doxygen/buffer_8h_source.html
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@@ -142,137 +142,246 @@ $(document).ready(function() { init_codefold(0); });
<div class="line"><a id="l00060" name="l00060"></a><span class="lineno"> 60</span><span class="comment">// forward declare Stmt</span></div>
<div class="line"><a id="l00061" name="l00061"></a><span class="lineno"> 61</span><span class="keyword">class </span>Stmt;</div>
<div class="line"><a id="l00062" name="l00062"></a><span class="lineno"> 62</span> </div>
-<div class="foldopen" id="foldopen00064" data-start="{" data-end="};">
-<div class="line"><a id="l00064" name="l00064"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html"> 64</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1BufferNode.html">BufferNode</a> : <span class="keyword">public</span> ffi::Object {</div>
-<div class="line"><a id="l00065" name="l00065"></a><span class="lineno"> 65</span> <span class="keyword">public</span>:</div>
-<div class="line"><a id="l00066" name="l00066"></a><span class="lineno"> 66</span> <span class="comment">// Data fields.</span></div>
-<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#a032fea6c6a5836c9393b5cf5d3f7ef66"> 71</a></span> <a class="code hl_class" href="classtvm_1_1Var.html">Var</a> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a032fea6c6a5836c9393b5cf5d3f7ef66">data</a>;</div>
-<div class="line"><a id="l00073" name="l00073"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#a3910ab108252249d571a46a26ab0a7f5"> 73</a></span> <a class="code hl_class" href="classtvm_1_1PrimType.html">PrimType</a> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a3910ab108252249d571a46a26ab0a7f5">dtype</a> = <a class="code hl_function" href="classtvm_1_1PrimType.html#a2c807e9555c520595aeb7f84e4ac18f9">PrimType::Void</a>();</div>
-<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#a20430f1e1a8c06737091343dc062eb2a"> 80</a></span> ffi::Array<PrimExpr> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a20430f1e1a8c06737091343dc062eb2a">shape</a>;</div>
-<div class="line"><a id="l00085" name="l00085"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#adaeae9092c6c56b315c3c2a86fd52466"> 85</a></span> ffi::Array<PrimExpr> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#adaeae9092c6c56b315c3c2a86fd52466">strides</a>;</div>
-<div class="line"><a id="l00087" name="l00087"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#aaaa0ff22d869d8a21a8e1c8354ae7aa7"> 87</a></span> <a class="code hl_class" href="classtvm_1_1PrimExpr.html">PrimExpr</a> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#aaaa0ff22d869d8a21a8e1c8354ae7aa7">elem_offset</a>;</div>
-<div class="line"><a id="l00088" name="l00088"></a><span class="lineno"> 88</span> <span class="comment">// Meta data</span></div>
-<div class="line"><a id="l00090" name="l00090"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#a7b201f0b9f409b371a22b527232911af"> 90</a></span> ffi::String <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a7b201f0b9f409b371a22b527232911af">name</a>;</div>
-<div class="line"><a id="l00092" name="l00092"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#ae7121e2f1e343890be8e82291f21662d"> 92</a></span> <span class="keywordtype">int</span> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#ae7121e2f1e343890be8e82291f21662d">data_alignment</a>;</div>
-<div class="line"><a id="l00097" name="l00097"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#a9705c9d21d8a2f844885cc0ced1d8f7a"> 97</a></span> <span class="keywordtype">int</span> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a9705c9d21d8a2f844885cc0ced1d8f7a">offset_factor</a>;</div>
-<div class="line"><a id="l00102" name="l00102"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#a10bddc40d3a75319ea9958ecf7002ee8"> 102</a></span> <span class="keyword">mutable</span> <a class="code hl_class" href="classtvm_1_1Span.html">Span</a> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a10bddc40d3a75319ea9958ecf7002ee8">span</a>;</div>
-<div class="line"><a id="l00103" name="l00103"></a><span class="lineno"> 103</span> </div>
-<div class="line"><a id="l00105" name="l00105"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#ab3ee99bb7ca58f97cc4d01f18f9f8b67"> 105</a></span> ffi::Optional<Layout> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#ab3ee99bb7ca58f97cc4d01f18f9f8b67">layout</a>;</div>
+<div class="foldopen" id="foldopen00071" data-start="{" data-end="};">
+<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html"> 71</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1BufferTypeNode.html">BufferTypeNode</a> : <span class="keyword">public</span> <a class="code hl_class" href="classtvm_1_1TypeNode.html">TypeNode</a> {</div>
+<div class="line"><a id="l00072" name="l00072"></a><span class="lineno"> 72</span> <span class="keyword">public</span>:</div>
+<div class="line"><a id="l00074" name="l00074"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#adb02f52b707f7177e0469b0499b6bd13"> 74</a></span> <a class="code hl_class" href="classtvm_1_1PrimType.html">PrimType</a> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#adb02f52b707f7177e0469b0499b6bd13">dtype</a> = <a class="code hl_function" href="classtvm_1_1PrimType.html#a2c807e9555c520595aeb7f84e4ac18f9">PrimType::Void</a> [...]
+<div class="line"><a id="l00076" name="l00076"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a8698677627e72d7a5fc2407c6f6c2d25"> 76</a></span> ffi::String <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a8698677627e72d7a5fc2407c6f6c2d25">storage_scope</a>;</div>
+<div class="line"><a id="l00083" name="l00083"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a916a2492185d07cda803092b469e85de"> 83</a></span> ffi::Array<PrimExpr> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a916a2492185d07cda803092b469e85de">shape</a>;</div>
+<div class="line"><a id="l00088" name="l00088"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#af94cd63f7a1aabe501b72d4d8ed25ed3"> 88</a></span> ffi::Array<PrimExpr> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#af94cd63f7a1aabe501b72d4d8ed25ed3">strides</a>;</div>
+<div class="line"><a id="l00090" name="l00090"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a839664705b12711c95beb9b01385c3e2"> 90</a></span> <a class="code hl_class" href="classtvm_1_1PrimExpr.html">PrimExpr</a> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a839664705b12711c95beb9b01385c3e2">elem_offset</a>;</div>
+<div class="line"><a id="l00092" name="l00092"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#af4a75b0edf108fb86728b059ffe0bfda"> 92</a></span> <span class="keywordtype">int</span> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#af4a75b0edf108fb86728b059ffe0bfda">data_alignment</a>;</div>
+<div class="line"><a id="l00097" name="l00097"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#ae5c53bffd98739b2f0a000c2736f8cd7"> 97</a></span> <span class="keywordtype">int</span> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#ae5c53bffd98739b2f0a000c2736f8cd7">offset_factor</a>;</div>
+<div class="line"><a id="l00099" name="l00099"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a772acc44b15407d587ded9358ba66e13"> 99</a></span> ffi::Optional<Layout> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a772acc44b15407d587ded9358ba66e13">layout</a>;</div>
+<div class="line"><a id="l00100" name="l00100"></a><span class="lineno"> 100</span> </div>
+<div class="line"><a id="l00105" name="l00105"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a6b8487ac35e9242f460151876c62d4cb"> 105</a></span> ffi::Array<PrimExpr> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a6b8487ac35e9242f460151876c62d4cb">allocated_addr</a>;</div>
<div class="line"><a id="l00106" name="l00106"></a><span class="lineno"> 106</span> </div>
-<div class="line"><a id="l00111" name="l00111"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#aab0218669e142917afae65e78f480d49"> 111</a></span> ffi::Array<PrimExpr> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#aab0218669e142917afae65e78f480d49">allocated_addr</a>;</div>
-<div class="line"><a id="l00112" name="l00112"></a><span class="lineno"> 112</span> </div>
-<div class="line"><a id="l00114" name="l00114"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#a01dcbc0de1df11017b80e6aebe2b7afc"> 114</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferNode.html#a01dcbc0de1df11017b80e6aebe2b7afc">BufferNode</a>() {}</div>
-<div class="line"><a id="l00115" name="l00115"></a><span class="lineno"> 115</span> </div>
-<div class="foldopen" id="foldopen00116" data-start="{" data-end="}">
-<div class="line"><a id="l00116" name="l00116"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#a562988870d799ebc2420207e87a581af"> 116</a></span> <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferNode.html#a562988870d799ebc2420207e87a581af">RegisterReflection</a>() {</div>
-<div class="line"><a id="l00117" name="l00117"></a><span class="lineno"> 117</span> <span class="keyword">namespace </span><a class="code hl_class" href="classtvm_1_1With.html">refl</a> = tvm::ffi::reflection;</div>
-<div class="line"><a id="l00118" name="l00118"></a><span class="lineno"> 118</span> refl::ObjectDef<BufferNode>()</div>
+<div class="line"><a id="l00108" name="l00108"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#ae49f0a9c38574ea8dc3cfcc819c81377"> 108</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferTypeNode.html#ae49f0a9c38574ea8dc3cfcc819c81377">BufferTypeNode</a>() {}</div>
+<div class="line"><a id="l00109" name="l00109"></a><span class="lineno"> 109</span> </div>
+<div class="foldopen" id="foldopen00110" data-start="{" data-end="}">
+<div class="line"><a id="l00110" name="l00110"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a703d73522b091e98a3a30fcc0eccda66"> 110</a></span> <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a703d73522b091e98a3a30fcc0eccda66">RegisterReflection</a>() {</div>
+<div class="line"><a id="l00111" name="l00111"></a><span class="lineno"> 111</span> <span class="keyword">namespace </span><a class="code hl_class" href="classtvm_1_1With.html">refl</a> = tvm::ffi::reflection;</div>
+<div class="line"><a id="l00112" name="l00112"></a><span class="lineno"> 112</span> refl::ObjectDef<BufferTypeNode>()</div>
+<div class="line"><a id="l00113" name="l00113"></a><span class="lineno"> 113</span> .def_ro(<span class="stringliteral">"dtype"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#adb02f52b707f7177e0469b0499b6bd13">BufferTypeNode::dtype</a>)</div>
+<div class="line"><a id="l00114" name="l00114"></a><span class="lineno"> 114</span> .def_ro(<span class="stringliteral">"storage_scope"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a8698677627e72d7a5fc2407c6f6c2d25">BufferTypeNode::storage_scope</a>)</div>
+<div class="line"><a id="l00115" name="l00115"></a><span class="lineno"> 115</span> <span class="comment">// TODO(tqchen): use SEqHashDefNonRecursive after the next pypi tvm-ffi release</span></div>
+<div class="line"><a id="l00116" name="l00116"></a><span class="lineno"> 116</span> .def_ro(<span class="stringliteral">"shape"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a916a2492185d07cda803092b469e85de">BufferTypeNode::shape</a>, refl::AttachFieldFlag::SEqHashDefRecursive())</div>
+<div class="line"><a id="l00117" name="l00117"></a><span class="lineno"> 117</span> <span class="comment">// TODO(tqchen): use SEqHashDefNonRecursive after the next pypi tvm-ffi release</span></div>
+<div class="line"><a id="l00118" name="l00118"></a><span class="lineno"> 118</span> .def_ro(<span class="stringliteral">"strides"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#af94cd63f7a1aabe501b72d4d8ed25ed3">BufferTypeNode::strides</a>, refl::AttachFieldFlag::SEqHashDefRecursive())</div>
<div class="line"><a id="l00119" name="l00119"></a><span class="lineno"> 119</span> <span class="comment">// TODO(tqchen): use SEqHashDefNonRecursive after the next pypi tvm-ffi release</span></div>
-<div class="line"><a id="l00120" name="l00120"></a><span class="lineno"> 120</span> .def_ro(<span class="stringliteral">"data"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a032fea6c6a5836c9393b5cf5d3f7ef66">BufferNode::data</a>, refl::AttachFieldFlag::SEqHashDefRecursive())</div>
-<div class="line"><a id="l00121" name="l00121"></a><span class="lineno"> 121</span> .def_ro(<span class="stringliteral">"dtype"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a3910ab108252249d571a46a26ab0a7f5">BufferNode::dtype</a>)</div>
-<div class="line"><a id="l00122" name="l00122"></a><span class="lineno"> 122</span> <span class="comment">// TODO(tqchen): use SEqHashDefNonRecursive after the next pypi tvm-ffi release</span></div>
-<div class="line"><a id="l00123" name="l00123"></a><span class="lineno"> 123</span> .def_ro(<span class="stringliteral">"shape"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a20430f1e1a8c06737091343dc062eb2a">BufferNode::shape</a>, refl::AttachFieldFlag::SEqHashDefRecursive())</div>
-<div class="line"><a id="l00124" name="l00124"></a><span class="lineno"> 124</span> <span class="comment">// TODO(tqchen): use SEqHashDefNonRecursive after the next pypi tvm-ffi release</span></div>
-<div class="line"><a id="l00125" name="l00125"></a><span class="lineno"> 125</span> .def_ro(<span class="stringliteral">"strides"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#adaeae9092c6c56b315c3c2a86fd52466">BufferNode::strides</a>, refl::AttachFieldFlag::SEqHashDefRecursive())</div>
-<div class="line"><a id="l00126" name="l00126"></a><span class="lineno"> 126</span> <span class="comment">// TODO(tqchen): use SEqHashDefNonRecursive after the next pypi tvm-ffi release</span></div>
-<div class="line"><a id="l00127" name="l00127"></a><span class="lineno"> 127</span> .def_ro(<span class="stringliteral">"elem_offset"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#aaaa0ff22d869d8a21a8e1c8354ae7aa7">BufferNode::elem_offset</a>,</div>
-<div class="line"><a id="l00128" name="l00128"></a><span class="lineno"> 128</span> refl::AttachFieldFlag::SEqHashDefRecursive())</div>
-<div class="line"><a id="l00129" name="l00129"></a><span class="lineno"> 129</span> .def_ro(<span class="stringliteral">"name"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a7b201f0b9f409b371a22b527232911af">BufferNode::name</a>, refl::AttachFieldFlag::SEqHashIgnore())</div>
-<div class="line"><a id="l00130" name="l00130"></a><span class="lineno"> 130</span> .def_ro(<span class="stringliteral">"data_alignment"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#ae7121e2f1e343890be8e82291f21662d">BufferNode::data_alignment</a>)</div>
-<div class="line"><a id="l00131" name="l00131"></a><span class="lineno"> 131</span> .def_ro(<span class="stringliteral">"offset_factor"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a9705c9d21d8a2f844885cc0ced1d8f7a">BufferNode::offset_factor</a>)</div>
-<div class="line"><a id="l00132" name="l00132"></a><span class="lineno"> 132</span> .def_ro(<span class="stringliteral">"span"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a10bddc40d3a75319ea9958ecf7002ee8">BufferNode::span</a>, refl::AttachFieldFlag::SEqHashIgnore())</div>
-<div class="line"><a id="l00133" name="l00133"></a><span class="lineno"> 133</span> .def_ro(<span class="stringliteral">"layout"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#ab3ee99bb7ca58f97cc4d01f18f9f8b67">BufferNode::layout</a>)</div>
-<div class="line"><a id="l00134" name="l00134"></a><span class="lineno"> 134</span> .def_ro(<span class="stringliteral">"allocated_addr"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#aab0218669e142917afae65e78f480d49">BufferNode::allocated_addr</a>);</div>
-<div class="line"><a id="l00135" name="l00135"></a><span class="lineno"> 135</span> }</div>
+<div class="line"><a id="l00120" name="l00120"></a><span class="lineno"> 120</span> .def_ro(<span class="stringliteral">"elem_offset"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a839664705b12711c95beb9b01385c3e2">BufferTypeNode::elem_offset</a>,</div>
+<div class="line"><a id="l00121" name="l00121"></a><span class="lineno"> 121</span> refl::AttachFieldFlag::SEqHashDefRecursive())</div>
+<div class="line"><a id="l00122" name="l00122"></a><span class="lineno"> 122</span> .def_ro(<span class="stringliteral">"data_alignment"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#af4a75b0edf108fb86728b059ffe0bfda">BufferTypeNode::data_alignment</a>)</div>
+<div class="line"><a id="l00123" name="l00123"></a><span class="lineno"> 123</span> .def_ro(<span class="stringliteral">"offset_factor"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#ae5c53bffd98739b2f0a000c2736f8cd7">BufferTypeNode::offset_factor</a>)</div>
+<div class="line"><a id="l00124" name="l00124"></a><span class="lineno"> 124</span> .def_ro(<span class="stringliteral">"layout"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a772acc44b15407d587ded9358ba66e13">BufferTypeNode::layout</a>)</div>
+<div class="line"><a id="l00125" name="l00125"></a><span class="lineno"> 125</span> .def_ro(<span class="stringliteral">"allocated_addr"</span>, &<a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a6b8487ac35e9242f460151876c62d4cb">BufferTypeNode::allocated_addr</a>);</div>
+<div class="line"><a id="l00126" name="l00126"></a><span class="lineno"> 126</span> }</div>
</div>
-<div class="line"><a id="l00136" name="l00136"></a><span class="lineno"> 136</span> </div>
-<div class="foldopen" id="foldopen00138" data-start="{" data-end="}">
-<div class="line"><a id="l00138" name="l00138"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#a857c4b8359cccaa72cd9b609b2f5ba66"> 138</a></span> <a class="code hl_class" href="classtvm_1_1With.html">DLDataType</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferNode.html#a857c4b8359cccaa72cd9b609b2f5ba66">DefaultIndexType</a>()<span class="keyword"> const </span>{</div>
-<div class="line"><a id="l00139" name="l00139"></a><span class="lineno"> 139</span> <span class="keywordflow">return</span> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a20430f1e1a8c06737091343dc062eb2a">shape</a>.size() != 0 ? <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a20430f1e1a8c06737091343dc062eb2a">shape</a>[0].ty()->dtype : <a class="code hl_function" href="namespacetvm_1_1tirx.html#a897e6e061d17ea8adb3408eb34e7b1ae">tvm:: [...]
-<div class="line"><a id="l00140" name="l00140"></a><span class="lineno"> 140</span> }</div>
+<div class="line"><a id="l00127" name="l00127"></a><span class="lineno"> 127</span> </div>
+<div class="foldopen" id="foldopen00129" data-start="{" data-end="}">
+<div class="line"><a id="l00129" name="l00129"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#ad3ba0424e0c2ea8b457466bab51fbb51"> 129</a></span> <a class="code hl_class" href="classtvm_1_1With.html">DLDataType</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferTypeNode.html#ad3ba0424e0c2ea8b457466bab51fbb51">DefaultIndexType</a>()<span class="keyword"> const </span>{</div>
+<div class="line"><a id="l00130" name="l00130"></a><span class="lineno"> 130</span> <span class="keywordflow">return</span> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a916a2492185d07cda803092b469e85de">shape</a>.size() != 0 ? <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a916a2492185d07cda803092b469e85de">shape</a>[0].ty()->dtype : <a class="code hl_function" href="namespacetvm_1_1tirx.html#a897e6e061d17ea8adb3408eb34e7b1a [...]
+<div class="line"><a id="l00131" name="l00131"></a><span class="lineno"> 131</span> }</div>
</div>
-<div class="line"><a id="l00141" name="l00141"></a><span class="lineno"> 141</span> </div>
-<div class="line"><a id="l00143" name="l00143"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#a08acc657da4cfc79504906280cc34464"> 143</a></span> <a class="code hl_class" href="classtvm_1_1PrimType.html">PrimType</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferNode.html#a08acc657da4cfc79504906280cc34464">ElementType</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code hl_variable" href="clas [...]
-<div class="line"><a id="l00144" name="l00144"></a><span class="lineno"> 144</span> </div>
-<div class="line"><a id="l00154" name="l00154"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#ab26e9f26ff748fd4110e67ba388074c8"> 154</a></span> ffi::Array<PrimExpr> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferNode.html#ab26e9f26ff748fd4110e67ba388074c8">ElemOffset</a>(ffi::Array<PrimExpr> index, <span class="keywordtype">bool</span> <a class="code hl_class" href="classtvm_1_1With.html">inner</a> = <span class="keyword">fa [...]
-<div class="line"><a id="l00155" name="l00155"></a><span class="lineno"> 155</span> </div>
-<div class="line"><a id="l00156" name="l00156"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#a98b13ae05f6f78f720310a6ff9e22701"> 156</a></span> <span class="keyword">static</span> <span class="keyword">constexpr</span> <a class="code hl_class" href="classtvm_1_1With.html">TVMFFISEqHashKind</a> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferNode.html#a98b13ae05f6f78f720310a6ff9e22701">_type_s_eq_hash_kind</a> = <a class="code hl_class" h [...]
-<div class="line"><a id="l00157" name="l00157"></a><span class="lineno"> 157</span> </div>
-<div class="line"><a id="l00158" name="l00158"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferNode.html#ac4fb30a74ca831826e7b40339ced1bb8"> 158</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferNode.html#ac4fb30a74ca831826e7b40339ced1bb8">TVM_FFI_DECLARE_OBJECT_INFO_FINAL</a>(<span class="stringliteral">"tirx.Buffer"</span>, <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferNode.html">BufferNode</a>, ffi::Object);</div>
-<div class="line"><a id="l00159" name="l00159"></a><span class="lineno"> 159</span>};</div>
+<div class="line"><a id="l00132" name="l00132"></a><span class="lineno"> 132</span> </div>
+<div class="line"><a id="l00134" name="l00134"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a10ef36de199e4c51a14635da470b50de"> 134</a></span> <a class="code hl_class" href="classtvm_1_1PrimType.html">PrimType</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a10ef36de199e4c51a14635da470b50de">ElementType</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code hl_variable" hr [...]
+<div class="line"><a id="l00135" name="l00135"></a><span class="lineno"> 135</span> </div>
+<div class="line"><a id="l00137" name="l00137"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#aebdbc9f11cc6f1e4f32330677116c126"> 137</a></span> <a class="code hl_class" href="classtvm_1_1PointerType.html">PointerType</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferTypeNode.html#aebdbc9f11cc6f1e4f32330677116c126">DataPointerType</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code hl_cl [...]
+<div class="line"><a id="l00138" name="l00138"></a><span class="lineno"> 138</span> </div>
+<div class="line"><a id="l00148" name="l00148"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a9f4e0e0abdc0a64641f78550ce708692"> 148</a></span> ffi::Array<PrimExpr> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferTypeNode.html#a9f4e0e0abdc0a64641f78550ce708692">ElemOffset</a>(ffi::Array<PrimExpr> index, <span class="keywordtype">bool</span> <a class="code hl_class" href="classtvm_1_1With.html">inner</a> = <span class="key [...]
+<div class="line"><a id="l00149" name="l00149"></a><span class="lineno"> 149</span> </div>
+<div class="line"><a id="l00150" name="l00150"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferTypeNode.html#ae09b833e4618531ffb9e4e190daddb6d"> 150</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferTypeNode.html#ae09b833e4618531ffb9e4e190daddb6d">TVM_FFI_DECLARE_OBJECT_INFO_FINAL</a>(<span class="stringliteral">"tirx.BufferType"</span>, <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferTypeNode.html">BufferTypeNode</a>, <a [...]
+<div class="line"><a id="l00151" name="l00151"></a><span class="lineno"> 151</span>};</div>
</div>
-<div class="line"><a id="l00160" name="l00160"></a><span class="lineno"> 160</span> </div>
-<div class="foldopen" id="foldopen00166" data-start="{" data-end="};">
-<div class="line"><a id="l00166" name="l00166"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html"> 166</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> : <span class="keyword">public</span> ffi::ObjectRef {</div>
-<div class="line"><a id="l00167" name="l00167"></a><span class="lineno"> 167</span> <span class="keyword">public</span>:</div>
-<div class="line"><a id="l00168" name="l00168"></a><span class="lineno"> 168</span> <span class="comment">// User can specify data_alignment and offset_factor to be 0</span></div>
-<div class="line"><a id="l00169" name="l00169"></a><span class="lineno"> 169</span> <span class="comment">// A default value will be picked.</span></div>
-<div class="line"><a id="l00170" name="l00170"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#a94d21cc75c179e954a4488ef3fa4fff2"> 170</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#a94d21cc75c179e954a4488ef3fa4fff2">Buffer</a>(<a class="code hl_class" href="classtvm_1_1Var.html">Var</a> data, <a class="code hl_class" href="classtvm_1_1PrimType.html">PrimType</ [...]
-<div class="line"><a id="l00171" name="l00171"></a><span class="lineno"> 171</span> <a class="code hl_class" href="classtvm_1_1PrimExpr.html">PrimExpr</a> elem_offset, ffi::String name, <span class="keywordtype">int</span> data_alignment, <span class="keywordtype">int</span> offset_factor,</div>
-<div class="line"><a id="l00172" name="l00172"></a><span class="lineno"> 172</span> <a class="code hl_class" href="classtvm_1_1Span.html">Span</a> span = <a class="code hl_class" href="classtvm_1_1Span.html">Span</a>(), ffi::Optional<Layout> layout = std::nullopt,</div>
-<div class="line"><a id="l00173" name="l00173"></a><span class="lineno"> 173</span> ffi::Array<PrimExpr> allocated_addr = {});</div>
-<div class="line"><a id="l00174" name="l00174"></a><span class="lineno"> 174</span> </div>
-<div class="line"><a id="l00180" name="l00180"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#abaa7c4b6733b7abf7d7d14fcc67ff1aa"> 180</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#abaa7c4b6733b7abf7d7d14fcc67ff1aa">MakeStrideView</a>() <span class="keyword">const</span>;</div>
-<div class="line"><a id="l00189" name="l00189"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#a4bbae212b395e2b129cdbe70c4c30bef"> 189</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#a4bbae212b395e2b129cdbe70c4c30bef">MakeSlice</a>(ffi::Array<PrimExpr> <a class="code hl_class" href= [...]
-<div class="line"><a id="l00198" name="l00198"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#ae5d66996c62b0daac2053cfa34aecdb0"> 198</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1Expr.html">Expr</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#ae5d66996c62b0daac2053cfa34aecdb0">access_ptr</a>(<span class="keywordtype">int</span> <a class="code hl_class" href=" [...]
-<div class="line"><a id="l00199" name="l00199"></a><span class="lineno"> 199</span> <span class="keywordtype">int</span> <a class="code hl_class" href="classtvm_1_1With.html">content_lanes</a> = 1, <a class="code hl_class" href="classtvm_1_1PrimExpr.html">PrimExpr</a> offset = <a class="code hl_function" href="classtvm_1_1IntImm.html#acdcc68acec1b9fda51dfbf76b4836ef3">IntImm::Int32</a>(0),</div>
-<div class="line"><a id="l00200" name="l00200"></a><span class="lineno"> 200</span> ffi::Optional<PrimExpr> <a class="code hl_class" href="classtvm_1_1With.html">input_extent</a> = std::nullopt) <span class="keyword">const</span>;</div>
-<div class="line"><a id="l00208" name="l00208"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#a013b36b5933d2e79ec5921e716d528c8"> 208</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1PrimExpr.html">PrimExpr</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#a013b36b5933d2e79ec5921e716d528c8">vload</a>(ffi::Array<PrimExpr> <a class="code hl_class" href="classtv [...]
-<div class="line"><a id="l00209" name="l00209"></a><span class="lineno"> 209</span> ffi::Optional<PrimExpr> predicate = std::nullopt) <span class="keyword">const</span>;</div>
-<div class="line"><a id="l00217" name="l00217"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#afd5d83b90aeb6001981b2f613c9fa0ba"> 217</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1Stmt.html">Stmt</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#afd5d83b90aeb6001981b2f613c9fa0ba">vstore</a>(ffi::Array<PrimExpr> <a class="code hl_class" href="classt [...]
-<div class="line"><a id="l00218" name="l00218"></a><span class="lineno"> 218</span> ffi::Optional<PrimExpr> predicate = std::nullopt) <span class="keyword">const</span>;</div>
-<div class="line"><a id="l00219" name="l00219"></a><span class="lineno"> 219</span> </div>
-<div class="line"><a id="l00223" name="l00223"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#af0f9adc1cbc7fdd43b43a4be5fcd4b22"> 223</a></span> <a class="code hl_class" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#af0f9adc1cbc7fdd43b43a4be5fcd4b22">GetFlattenedBuffer</a>() <span class="keyword">const</span>;</div>
-<div class="line"><a id="l00224" name="l00224"></a><span class="lineno"> 224</span> </div>
-<div class="line"><a id="l00231" name="l00231"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#a3bbcdf0b3a464823aa243f677565416c"> 231</a></span> ffi::Array<PrimExpr> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#a3bbcdf0b3a464823aa243f677565416c">OffsetOf</a>(ffi::Array<PrimExpr> index) <span class="keyword">const</span>;</div>
-<div class="line"><a id="l00232" name="l00232"></a><span class="lineno"> 232</span> </div>
-<div class="line"><a id="l00238" name="l00238"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#a884e5430833d294a346ef49364b46a0b"> 238</a></span> <a class="code hl_class" href="classtvm_1_1PrimExpr.html">PrimExpr</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#a884e5430833d294a346ef49364b46a0b">OffsetOf_p</a>(<span class="keyword">const</span> ffi::Array<PrimExpr>& indices) <span class="keyword">const</span>;</div>
-<div class="line"><a id="l00239" name="l00239"></a><span class="lineno"> 239</span> </div>
-<div class="line"><a id="l00243" name="l00243"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#ae18dc68f47dfa53596cb859995381d18"> 243</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> ffi::String <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#ae18dc68f47dfa53596cb859995381d18">scope</a>() <span class="keyword">const</span>;</div>
-<div class="line"><a id="l00244" name="l00244"></a><span class="lineno"> 244</span> </div>
-<div class="line"><a id="l00248" name="l00248"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#a82a7e3d50127e401ce7e6e9962616b71"> 248</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#a82a7e3d50127e401ce7e6e9962616b71">with_allocated_addr</a>(ffi::Array<PrimExpr> allocated_addr) <spa [...]
-<div class="line"><a id="l00249" name="l00249"></a><span class="lineno"> 249</span> </div>
-<div class="line"><a id="l00255" name="l00255"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#a93df7d8918fd7b1e88a240ac3ba9f8f3"> 255</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <span class="keywordtype">bool</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#a93df7d8918fd7b1e88a240ac3ba9f8f3">IsScalar</a>(<span class="keywordtype">bool</span> <a class="code hl_class" href="classtvm_1_1With.html">all [...]
-<div class="line"><a id="l00256" name="l00256"></a><span class="lineno"> 256</span> </div>
-<div class="line"><a id="l00260" name="l00260"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#ae5bba34a1b184da7f1fcb2431db7d033"> 260</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#ae5bba34a1b184da7f1fcb2431db7d033">with_dtype</a>(<a class="code hl_class" href="classtvm_1_1PrimType.html [...]
-<div class="line"><a id="l00261" name="l00261"></a><span class="lineno"> 261</span> </div>
-<div class="line"><a id="l00263" name="l00263"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#a2cfef360f77cac96c441ca0feb33bf6f"> 263</a></span> <a class="code hl_class" href="classtvm_1_1PrimType.html">PrimType</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#a2cfef360f77cac96c441ca0feb33bf6f">ElementType</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> (*this)->ElementType(); }</div>
-<div class="line"><a id="l00264" name="l00264"></a><span class="lineno"> 264</span> </div>
-<div class="line"><a id="l00268" name="l00268"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#a7d67b6e9d1f0d80daf49f8f2142d2354"> 268</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#a7d67b6e9d1f0d80daf49f8f2142d2354">with_data</a>(<a class="code hl_class" href="classtvm_1_1Var.html">Var< [...]
-<div class="line"><a id="l00269" name="l00269"></a><span class="lineno"> 269</span> </div>
-<div class="line"><a id="l00270" name="l00270"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#a0b99c9c08e349a23e16d4e79f86e9775"> 270</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#a0b99c9c08e349a23e16d4e79f86e9775">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a>, ffi::ObjectRef, <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferNode.html">Buffe [...]
-<div class="line"><a id="l00271" name="l00271"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1Buffer.html#aca33bb24e03d62f995eefa548b6fce1e"> 271</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1Buffer.html#aca33bb24e03d62f995eefa548b6fce1e">TVM_DEFINE_OBJECT_REF_COW_METHOD</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1BufferNode.html">BufferNode</a>);</div>
-<div class="line"><a id="l00272" name="l00272"></a><span class="lineno"> 272</span>};</div>
+<div class="line"><a id="l00152" name="l00152"></a><span class="lineno"> 152</span> </div>
+<div class="foldopen" id="foldopen00156" data-start="{" data-end="};">
+<div class="line"><a id="l00156" name="l00156"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferType.html"> 156</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1BufferType.html">BufferType</a> : <span class="keyword">public</span> <a class="code hl_class" href="classtvm_1_1Type.html">Type</a> {</div>
+<div class="line"><a id="l00157" name="l00157"></a><span class="lineno"> 157</span> <span class="keyword">public</span>:</div>
+<div class="line"><a id="l00158" name="l00158"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferType.html#a6c634e72f5dbec49ae3b8ca63c3602c9"> 158</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferType.html#a6c634e72f5dbec49ae3b8ca63c3602c9">BufferType</a>(ffi::String storage_scope, <a class="code hl_class" href="classtvm_1_1PrimType.html">PrimType</a> dtype, ffi::Array<Prim [...]
+<div class="line"><a id="l00159" name="l00159"></a><span class="lineno"> 159</span> ffi::Array<PrimExpr> strides, <a class="code hl_class" href="classtvm_1_1PrimExpr.html">PrimExpr</a> elem_offset, <span class="keywordtype">int</span> data_alignment,</div>
+<div class="line"><a id="l00160" name="l00160"></a><span class="lineno"> 160</span> <span class="keywordtype">int</span> offset_factor, ffi::Optional<Layout> layout = std::nullopt,</div>
+<div class="line"><a id="l00161" name="l00161"></a><span class="lineno"> 161</span> ffi::Array<PrimExpr> allocated_addr = {}, <a class="code hl_class" href="classtvm_1_1Span.html">Span</a> span = <a class="code hl_class" href="classtvm_1_1Span.html">Span</a>());</div>
+<div class="line"><a id="l00162" name="l00162"></a><span class="lineno"> 162</span> </div>
+<div class="line"><a id="l00163" name="l00163"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferType.html#a36fb08bd6da77e481e256d9a6c2a9c9b"> 163</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferType.html#a36fb08bd6da77e481e256d9a6c2a9c9b">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1BufferType.html">BufferType</a>, <a class="code hl_class" href="classtvm_1_1Type.html">Type</a>, <a cla [...]
+<div class="line"><a id="l00164" name="l00164"></a><span class="lineno"> 164</span> </div>
+<div class="foldopen" id="foldopen00165" data-start="{" data-end="}">
+<div class="line"><a id="l00165" name="l00165"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferType.html#a710de8e64381eef7f0e6bd1c0cb62050"> 165</a></span> <span class="keyword">explicit</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferType.html#a710de8e64381eef7f0e6bd1c0cb62050">BufferType</a>(ffi::ObjectPtr<BufferTypeNode> <a class="code hl_class" href="classtvm_1_1With.html">n</a>) : <a class="code hl_class" href="classtvm_1_1Type.htm [...]
+<div class="line"><a id="l00166" name="l00166"></a><span class="lineno"> 166</span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_FFI_ICHECK</a>(<a class="code hl_class" href="classtvm_1_1With.html">n</a> != <span class="keyword">nullptr</span>);</div>
+<div class="line"><a id="l00167" name="l00167"></a><span class="lineno"> 167</span> data_ = std::move(<a class="code hl_class" href="classtvm_1_1With.html">n</a>);</div>
+<div class="line"><a id="l00168" name="l00168"></a><span class="lineno"> 168</span> }</div>
+</div>
+<div class="line"><a id="l00169" name="l00169"></a><span class="lineno"> 169</span>};</div>
+</div>
+<div class="line"><a id="l00170" name="l00170"></a><span class="lineno"> 170</span> </div>
+<div class="foldopen" id="foldopen00179" data-start="{" data-end="};">
+<div class="line"><a id="l00179" name="l00179"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html"> 179</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> : <span class="keyword">public</span> <a class="code hl_class" href="classtvm_1_1Var.html">Var</a> {</div>
+<div class="line"><a id="l00180" name="l00180"></a><span class="lineno"> 180</span> <span class="keyword">public</span>:</div>
+<div class="line"><a id="l00182" name="l00182"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#aa734aee14427b0a39552035f4d478c04"> 182</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <span class="keyword">explicit</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#aa734aee14427b0a39552035f4d478c04">BufferVar</a>(ffi::String <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#ad39f8c [...]
+<div class="line"><a id="l00183" name="l00183"></a><span class="lineno"> 183</span> </div>
+<div class="foldopen" id="foldopen00185" data-start="{" data-end="}">
+<div class="line"><a id="l00185" name="l00185"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#ab26f945776d7d4a4f071b1c3e152e4bf"> 185</a></span> <span class="keyword">explicit</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#ab26f945776d7d4a4f071b1c3e152e4bf">BufferVar</a>(<a class="code hl_class" href="classtvm_1_1Var.html">Var</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a5a71693e34d4c4ca4a3d1f4 [...]
+<div class="line"><a id="l00186" name="l00186"></a><span class="lineno"> 186</span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_FFI_ICHECK</a>(<a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#aa1f460b2002f8eaef9e86746e4375d03">get</a>() != <span class="keyword">nullptr</span> && <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#aa1f460b2002f8eaef9e86746e4375d03">get</a>()->ty.as<<a class="code hl_class" href="classtvm [...]
+<div class="line"><a id="l00187" name="l00187"></a><span class="lineno"> 187</span> << <span class="stringliteral">"Expected a non-null Var with BufferType"</span>;</div>
+<div class="line"><a id="l00188" name="l00188"></a><span class="lineno"> 188</span> }</div>
</div>
+<div class="line"><a id="l00189" name="l00189"></a><span class="lineno"> 189</span> </div>
+<div class="line"><a id="l00191" name="l00191"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a5a71693e34d4c4ca4a3d1f4b94b49a4c"> 191</a></span> <a class="code hl_class" href="classtvm_1_1Var.html">Var</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a5a71693e34d4c4ca4a3d1f4b94b49a4c">var</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> ffi::GetRef<Var>(<a class="code hl_function" href="c [...]
+<div class="line"><a id="l00192" name="l00192"></a><span class="lineno"> 192</span> </div>
+<div class="line"><a id="l00194" name="l00194"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a35098bcb9514367e61bd65470c3daf3d"> 194</a></span> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferType.html">BufferType</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a35098bcb9514367e61bd65470c3daf3d">type</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code hl_function" href="c [...]
+<div class="line"><a id="l00195" name="l00195"></a><span class="lineno"> 195</span> </div>
+<div class="line"><a id="l00197" name="l00197"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#ad39f8ce414e817d0c19ecbd9c27b5585"> 197</a></span> <span class="keyword">const</span> ffi::String& <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#ad39f8ce414e817d0c19ecbd9c27b5585">name</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.ht [...]
+<div class="line"><a id="l00198" name="l00198"></a><span class="lineno"> 198</span> </div>
+<div class="line"><a id="l00200" name="l00200"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a45e932c5b7c5fa2177947755032cea86"> 200</a></span> <span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1Span.html">Span</a>& <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a45e932c5b7c5fa2177947755032cea86">span</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code [...]
+<div class="line"><a id="l00201" name="l00201"></a><span class="lineno"> 201</span> </div>
+<div class="line"><a id="l00203" name="l00203"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#af21c8c29e9c984893fd6040fec5126b4"> 203</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1Expr.html">Expr</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#af21c8c29e9c984893fd6040fec5126b4">data</a>() <span class="keyword">const</span>;</div>
+<div class="line"><a id="l00204" name="l00204"></a><span class="lineno"> 204</span> </div>
+<div class="line"><a id="l00210" name="l00210"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a77fcb73f7896a1a3385fea797bfc3f09"> 210</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a77fcb73f7896a1a3385fea797bfc3f09">MakeStrideView</a>() <span class="keyword">const</span>;</div>
+<div class="line"><a id="l00219" name="l00219"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#adfbd0e1bf38f963d33a18c01689adb4e"> 219</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#adfbd0e1bf38f963d33a18c01689adb4e">MakeSlice</a>(ffi::Array<PrimExpr> <a class="code hl_ [...]
+<div class="line"><a id="l00228" name="l00228"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a16faeb4e95c29a5ac1d36819e77455c9"> 228</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1Expr.html">Expr</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a16faeb4e95c29a5ac1d36819e77455c9">access_ptr</a>(<span class="keywordtype">int</span> <a class="code hl_class" [...]
+<div class="line"><a id="l00229" name="l00229"></a><span class="lineno"> 229</span> <span class="keywordtype">int</span> <a class="code hl_class" href="classtvm_1_1With.html">content_lanes</a> = 1, <a class="code hl_class" href="classtvm_1_1PrimExpr.html">PrimExpr</a> offset = <a class="code hl_function" href="classtvm_1_1IntImm.html#acdcc68acec1b9fda51dfbf76b4836ef3">IntImm::Int32</a>(0),</div>
+<div class="line"><a id="l00230" name="l00230"></a><span class="lineno"> 230</span> ffi::Optional<PrimExpr> <a class="code hl_class" href="classtvm_1_1With.html">input_extent</a> = std::nullopt) <span class="keyword">const</span>;</div>
+<div class="line"><a id="l00238" name="l00238"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#af26e118d45be72a1992b4ba08104b044"> 238</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1PrimExpr.html">PrimExpr</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#af26e118d45be72a1992b4ba08104b044">vload</a>(ffi::Array<PrimExpr> <a class="code hl_class" href="c [...]
+<div class="line"><a id="l00239" name="l00239"></a><span class="lineno"> 239</span> ffi::Optional<PrimExpr> predicate = std::nullopt) <span class="keyword">const</span>;</div>
+<div class="line"><a id="l00247" name="l00247"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#aa0ba24f889c165411627bf3c6085138b"> 247</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1Stmt.html">Stmt</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#aa0ba24f889c165411627bf3c6085138b">vstore</a>(ffi::Array<PrimExpr> <a class="code hl_class" href=" [...]
+<div class="line"><a id="l00248" name="l00248"></a><span class="lineno"> 248</span> ffi::Optional<PrimExpr> predicate = std::nullopt) <span class="keyword">const</span>;</div>
+<div class="line"><a id="l00249" name="l00249"></a><span class="lineno"> 249</span> </div>
+<div class="line"><a id="l00257" name="l00257"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a7e7510862b791fc72299abca4134577b"> 257</a></span> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a7e7510862b791fc72299abca4134577b">GetFlattenedBuffer</a>() <span class="keyword">const</span>;</div>
+<div class="line"><a id="l00258" name="l00258"></a><span class="lineno"> 258</span> </div>
+<div class="line"><a id="l00265" name="l00265"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a9162b84dd02a8358756ff6bcb1b9d09d"> 265</a></span> ffi::Array<PrimExpr> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a9162b84dd02a8358756ff6bcb1b9d09d">OffsetOf</a>(ffi::Array<PrimExpr> index) <span class="keyword">const</span>;</div>
+<div class="line"><a id="l00266" name="l00266"></a><span class="lineno"> 266</span> </div>
+<div class="line"><a id="l00272" name="l00272"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#ad71c4c0a4449126a9703a864dc09c156"> 272</a></span> <a class="code hl_class" href="classtvm_1_1PrimExpr.html">PrimExpr</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#ad71c4c0a4449126a9703a864dc09c156">OffsetOf_p</a>(<span class="keyword">const</span> ffi::Array<PrimExpr>& indices) <span class="keyword">const</span>;</div>
<div class="line"><a id="l00273" name="l00273"></a><span class="lineno"> 273</span> </div>
-<div class="line"><a id="l00284" name="l00284"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#a096c4422bcf6cd75ff067802b15c9efa"> 284</a></span><a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> <a class="code hl_function" href="namespacetvm_1_1tirx.html#a096c4422bcf6cd75ff067802b15c9efa">decl_buffer</a>(ffi::Array<PrimExpr> shape, <a class="code hl_class" href="clas [...]
-<div class="line"><a id="l00285" name="l00285"></a><span class="lineno"> 285</span> ffi::String name = <span class="stringliteral">"buffer"</span>, ffi::String storage_scope = <span class="stringliteral">""</span>,</div>
-<div class="line"><a id="l00286" name="l00286"></a><span class="lineno"> 286</span> <a class="code hl_class" href="classtvm_1_1Span.html">Span</a> span = <a class="code hl_class" href="classtvm_1_1Span.html">Span</a>());</div>
-<div class="line"><a id="l00287" name="l00287"></a><span class="lineno"> 287</span> </div>
-<div class="foldopen" id="foldopen00300" data-start="{" data-end="};">
-<div class="line"><a id="l00300" name="l00300"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html"> 300</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1DataProducerNode.html">DataProducerNode</a> : <span class="keyword">public</span> <a class="code hl_class" href="classtvm_1_1PrimExprConvertibleNode.html">PrimExprConvertibleNode</a> {</div>
-<div class="line"><a id="l00301" name="l00301"></a><span class="lineno"> 301</span> <span class="keyword">public</span>:</div>
-<div class="line"><a id="l00303" name="l00303"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html#a55a95790fcdb8e6b4d8b1f11cd7e27a0"> 303</a></span> <span class="keyword">virtual</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducerNode.html#a55a95790fcdb8e6b4d8b1f11cd7e27a0">~DataProducerNode</a>() {}</div>
-<div class="line"><a id="l00308" name="l00308"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html#a9ae1f2acc410fe5f6e83c70b0f3a9736"> 308</a></span> <span class="keyword">virtual</span> ffi::Array<PrimExpr> <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducerNode.html#a9ae1f2acc410fe5f6e83c70b0f3a9736">GetShape</a>() <span class="keyword">const</span> = 0;</div>
-<div class="line"><a id="l00313" name="l00313"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html#a889e1ca03ca89b899bfb4cc9153e033a"> 313</a></span> <span class="keyword">virtual</span> <a class="code hl_class" href="classtvm_1_1PrimType.html">PrimType</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducerNode.html#a889e1ca03ca89b899bfb4cc9153e033a">GetDataType</a>() <span class="keyword">const</span> = 0;</div>
-<div class="line"><a id="l00318" name="l00318"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html#a7a76d9b37ce363b2e293a7ca411306ad"> 318</a></span> <span class="keyword">virtual</span> ffi::String <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducerNode.html#a7a76d9b37ce363b2e293a7ca411306ad">GetNameHint</a>() <span class="keyword">const</span> = 0;</div>
-<div class="line"><a id="l00319" name="l00319"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html#ae16e43025612a8bd03898695a00dc255"> 319</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducerNode.html#ae16e43025612a8bd03898695a00dc255">TVM_FFI_DECLARE_OBJECT_INFO</a>(<span class="stringliteral">"tirx.DataProducer"</span>, <a class="code hl_class" href="classtvm_1_1tirx_1_1DataProducerNode.html">DataProducerNode</a> [...]
-<div class="line"><a id="l00320" name="l00320"></a><span class="lineno"> 320</span>};</div>
+<div class="line"><a id="l00277" name="l00277"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a5392682ce05cd2d95a38cce2b6e1898f"> 277</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> ffi::String <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a5392682ce05cd2d95a38cce2b6e1898f">scope</a>() <span class="keyword">const</span>;</div>
+<div class="line"><a id="l00278" name="l00278"></a><span class="lineno"> 278</span> </div>
+<div class="line"><a id="l00282" name="l00282"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a0ff75b6c47c77d11701d559800be1359"> 282</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a0ff75b6c47c77d11701d559800be1359">with_allocated_addr</a>(ffi::Array<PrimExpr> allocate [...]
+<div class="line"><a id="l00283" name="l00283"></a><span class="lineno"> 283</span> </div>
+<div class="line"><a id="l00289" name="l00289"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a5308a530136e871be239a7443acb90a7"> 289</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <span class="keywordtype">bool</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a5308a530136e871be239a7443acb90a7">IsScalar</a>(<span class="keywordtype">bool</span> <a class="code hl_class" href="classtvm_1_1With.htm [...]
+<div class="line"><a id="l00290" name="l00290"></a><span class="lineno"> 290</span> </div>
+<div class="line"><a id="l00294" name="l00294"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#af2228f33f5298e99f17c50c34ecd823a"> 294</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#af2228f33f5298e99f17c50c34ecd823a">with_dtype</a>(<a class="code hl_class" href="classtvm_1_1P [...]
+<div class="line"><a id="l00295" name="l00295"></a><span class="lineno"> 295</span> </div>
+<div class="line"><a id="l00297" name="l00297"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#ac3fa5c969f1c866b58bed5a1cc3f4465"> 297</a></span> <a class="code hl_class" href="classtvm_1_1PrimType.html">PrimType</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#ac3fa5c969f1c866b58bed5a1cc3f4465">ElementType</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> (*this)->ElementType(); }</div>
+<div class="line"><a id="l00298" name="l00298"></a><span class="lineno"> 298</span> </div>
+<div class="line"><a id="l00300" name="l00300"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a5ff50d0ff915bde811467ecb69c864d9"> 300</a></span> <a class="code hl_class" href="classtvm_1_1PointerType.html">PointerType</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a5ff50d0ff915bde811467ecb69c864d9">DataPointerType</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> (*this)->DataPointerType(); [...]
+<div class="line"><a id="l00301" name="l00301"></a><span class="lineno"> 301</span> </div>
+<div class="line"><a id="l00302" name="l00302"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#aafc4a0fc5163c07a8d2454de49ef7eae"> 302</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#aafc4a0fc5163c07a8d2454de49ef7eae">BufferVar</a>() = <span class="keywordflow">default</span>;</div>
+<div class="line"><a id="l00303" name="l00303"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#aa6a721eb872b2f86f77caf1ced4a9888"> 303</a></span> <span class="keyword">explicit</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#aa6a721eb872b2f86f77caf1ced4a9888">BufferVar</a>(ffi::ObjectPtr<VarNode> <a class="code hl_class" href="classtvm_1_1With.html">n</a>) : <a class="code hl_class" href="classtvm_1_1Var.html">Var</a>( [...]
+<div class="line"><a id="l00304" name="l00304"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a7d790ca149c804278a22450d0d0ac789"> 304</a></span> <span class="keyword">explicit</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a7d790ca149c804278a22450d0d0ac789">BufferVar</a>(ffi::UnsafeInit tag) : <a class="code hl_class" href="classtvm_1_1Var.html">Var</a>(tag) {}</div>
+<div class="line"><a id="l00305" name="l00305"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#af3f1683463a646192ae0ce3f2c744a5e"> 305</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#af3f1683463a646192ae0ce3f2c744a5e">TVM_FFI_DEFINE_DEFAULT_COPY_MOVE_AND_ASSIGN</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a>);</div>
+<div class="line"><a id="l00306" name="l00306"></a><span class="lineno"> 306</span> </div>
+<div class="foldopen" id="foldopen00307" data-start="{" data-end="}">
+<div class="line"><a id="l00307" name="l00307"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a0e7381f488e05e7811314c95c60b8a4f"> 307</a></span> <span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferTypeNode.html">BufferTypeNode</a>* <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#a0e7381f488e05e7811314c95c60b8a4f">operator-></a>()<span class="keyword"> const </span>{</div>
+<div class="line"><a id="l00308" name="l00308"></a><span class="lineno"> 308</span> <span class="keyword">const</span> <span class="keyword">auto</span>* <a class="code hl_class" href="classtvm_1_1With.html">var_node</a> = <span class="keyword">static_cast<</span><span class="keyword">const </span><a class="code hl_class" href="classtvm_1_1VarNode.html">VarNode</a>*<span class="keyword">></span>(data_.get());</div>
+<div class="line"><a id="l00309" name="l00309"></a><span class="lineno"> 309</span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_FFI_ICHECK</a>(<a class="code hl_class" href="classtvm_1_1With.html">var_node</a> != <span class="keyword">nullptr</span>);</div>
+<div class="line"><a id="l00310" name="l00310"></a><span class="lineno"> 310</span> <span class="keyword">const</span> <span class="keyword">auto</span>* <a class="code hl_class" href="classtvm_1_1With.html">type_node</a> = <a class="code hl_class" href="classtvm_1_1With.html">var_node</a>->ty.as<<a class="code hl_class" href="classtvm_1_1tirx_1_1BufferTypeNode.html">BufferTypeNode</a>>();</div>
+<div class="line"><a id="l00311" name="l00311"></a><span class="lineno"> 311</span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_FFI_ICHECK</a>(<a class="code hl_class" href="classtvm_1_1With.html">type_node</a> != <span class="keyword">nullptr</span>)</div>
+<div class="line"><a id="l00312" name="l00312"></a><span class="lineno"> 312</span> << <span class="stringliteral">"Expected a Var with BufferType, but "</span> << <a class="code hl_class" href="classtvm_1_1With.html">var_node</a>->name << <span class="stringliteral">" has type "</span> << <a class="code hl_class" href="classtvm_1_1With.html">var_node</a>->ty;</div>
+<div class="line"><a id="l00313" name="l00313"></a><span class="lineno"> 313</span> <span class="keywordflow">return</span> <a class="code hl_class" href="classtvm_1_1With.html">type_node</a>;</div>
+<div class="line"><a id="l00314" name="l00314"></a><span class="lineno"> 314</span> }</div>
+</div>
+<div class="line"><a id="l00315" name="l00315"></a><span class="lineno"> 315</span> </div>
+<div class="line"><a id="l00316" name="l00316"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#aa1f460b2002f8eaef9e86746e4375d03"> 316</a></span> <span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1VarNode.html">VarNode</a>* <a class="code hl_function" href="classtvm_1_1tirx_1_1BufferVar.html#aa1f460b2002f8eaef9e86746e4375d03">get</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <span class="k [...]
+<div class="line"><a id="l00317" name="l00317"></a><span class="lineno"> 317</span> </div>
+<div class="line"><a id="l00318" name="l00318"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a2054d161ee1e1656cc61a915cd274b66"> 318</a></span> [[<a class="code hl_class" href="classtvm_1_1With.html">maybe_unused</a>]] <span class="keyword">static</span> <span class="keyword">constexpr</span> <span class="keywordtype">bool</span> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferVar.html#a2054d161ee1e1656cc61a915cd274b66">_type_is_nullable< [...]
+<div class="line"><a id="l00319" name="l00319"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#a6d3292e9191a6fae671e4dc9b69eac27"> 319</a></span> <span class="keyword">static</span> <span class="keyword">constexpr</span> <span class="keywordtype">bool</span> <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferVar.html#a6d3292e9191a6fae671e4dc9b69eac27">_type_container_is_exact</a> = <span class="keyword">false</span>;</div>
+<div class="line"><a id="l00320" name="l00320"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1BufferVar.html#aa38b5b3781136442c088e0924f42f03b"> 320</a></span> <span class="keyword">using </span><a class="code hl_class" href="classtvm_1_1VarNode.html">ContainerType</a> = <a class="code hl_typedef" href="namespacetvm_1_1tirx.html#aca243675bd16309674c38113af6c7671">VarNode</a>;</div>
+<div class="line"><a id="l00321" name="l00321"></a><span class="lineno"> 321</span>};</div>
+</div>
+<div class="line"><a id="l00322" name="l00322"></a><span class="lineno"> 322</span> </div>
+<div class="line"><a id="l00323" name="l00323"></a><span class="lineno"> 323</span><span class="comment">// Preserve ObjectRef-style identity comparison for exact BufferVar operands.</span></div>
+<div class="line"><a id="l00324" name="l00324"></a><span class="lineno"> 324</span><span class="comment">// Comparisons widened to Var or Expr continue to build symbolic expressions.</span></div>
+<div class="line"><a id="l00325" name="l00325"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#a971382deb98a5e016fb5d60261632821"> 325</a></span><span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code hl_function" href="namespacetvm_1_1tirx.html#a971382deb98a5e016fb5d60261632821">operator==</a>(<span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a>& lhs, <span class [...]
+<div class="line"><a id="l00326" name="l00326"></a><span class="lineno"> 326</span> </div>
+<div class="line"><a id="l00327" name="l00327"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#ac2f1aac973019bc4c242932bee5e8711"> 327</a></span><span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code hl_function" href="namespacetvm_1_1tirx.html#ac2f1aac973019bc4c242932bee5e8711">operator!=</a>(<span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a>& lhs, <span class [...]
+<div class="line"><a id="l00328" name="l00328"></a><span class="lineno"> 328</span> </div>
+<div class="line"><a id="l00330" name="l00330"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#aa84515799e4ff11533430fdf4648e483"> 330</a></span><span class="keyword">inline</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> <a class="code hl_function" href="namespacetvm_1_1tirx.html#aa84515799e4ff11533430fdf4648e483">GetBufferVar</a>(<span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1VarNode.html"> [...]
+<div class="line"><a id="l00331" name="l00331"></a><span class="lineno"> 331</span> </div>
+<div class="foldopen" id="foldopen00332" data-start="{" data-end="}">
+<div class="line"><a id="l00332" name="l00332"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#acfe288eb20faba7ebe5c52ebfacc2dcc"> 332</a></span><span class="keyword">inline</span> ffi::ObjectPtr<BufferTypeNode> <a class="code hl_function" href="namespacetvm_1_1tirx.html#acfe288eb20faba7ebe5c52ebfacc2dcc">CopyBufferType</a>(<span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a>& var) {</div>
+<div class="line"><a id="l00333" name="l00333"></a><span class="lineno"> 333</span> <span class="keywordflow">return</span> ffi::make_object<BufferTypeNode>(*var.operator->());</div>
+<div class="line"><a id="l00334" name="l00334"></a><span class="lineno"> 334</span>}</div>
+</div>
+<div class="line"><a id="l00335" name="l00335"></a><span class="lineno"> 335</span> </div>
+<div class="foldopen" id="foldopen00336" data-start="{" data-end="}">
+<div class="line"><a id="l00336" name="l00336"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#ad85ae1424c8bc271857e453200420551"> 336</a></span><span class="keyword">inline</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> <a class="code hl_function" href="namespacetvm_1_1tirx.html#ad85ae1424c8bc271857e453200420551">RebuildBufferVar</a>(<span class="keyword">const</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1Bu [...]
+<div class="line"><a id="l00337" name="l00337"></a><span class="lineno"> 337</span> ffi::Optional<ffi::String> name = std::nullopt) {</div>
+<div class="line"><a id="l00338" name="l00338"></a><span class="lineno"> 338</span> <span class="keywordflow">return</span> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a>(name.value_or(var.name()), <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferType.html">BufferType</a>(std::move(type)), var.span());</div>
+<div class="line"><a id="l00339" name="l00339"></a><span class="lineno"> 339</span>}</div>
+</div>
+<div class="line"><a id="l00340" name="l00340"></a><span class="lineno"> 340</span> </div>
+<div class="line"><a id="l00351" name="l00351"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#a0e510ab31d50db329c9d7b29bee344ac"> 351</a></span><a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> <a class="code hl_function" href="namespacetvm_1_1tirx.html#a0e510ab31d50db329c9d7b29bee344ac">decl_buffer</a>(ffi::Array<PrimExpr> shape, <a class="code hl_class" href [...]
+<div class="line"><a id="l00352" name="l00352"></a><span class="lineno"> 352</span> ffi::String name = <span class="stringliteral">"buffer"</span>, ffi::String storage_scope = <span class="stringliteral">""</span>,</div>
+<div class="line"><a id="l00353" name="l00353"></a><span class="lineno"> 353</span> <a class="code hl_class" href="classtvm_1_1Span.html">Span</a> span = <a class="code hl_class" href="classtvm_1_1Span.html">Span</a>());</div>
+<div class="line"><a id="l00354" name="l00354"></a><span class="lineno"> 354</span> </div>
+<div class="foldopen" id="foldopen00367" data-start="{" data-end="};">
+<div class="line"><a id="l00367" name="l00367"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html"> 367</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1DataProducerNode.html">DataProducerNode</a> : <span class="keyword">public</span> <a class="code hl_class" href="classtvm_1_1PrimExprConvertibleNode.html">PrimExprConvertibleNode</a> {</div>
+<div class="line"><a id="l00368" name="l00368"></a><span class="lineno"> 368</span> <span class="keyword">public</span>:</div>
+<div class="line"><a id="l00370" name="l00370"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html#a55a95790fcdb8e6b4d8b1f11cd7e27a0"> 370</a></span> <span class="keyword">virtual</span> <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducerNode.html#a55a95790fcdb8e6b4d8b1f11cd7e27a0">~DataProducerNode</a>() {}</div>
+<div class="line"><a id="l00375" name="l00375"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html#a9ae1f2acc410fe5f6e83c70b0f3a9736"> 375</a></span> <span class="keyword">virtual</span> ffi::Array<PrimExpr> <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducerNode.html#a9ae1f2acc410fe5f6e83c70b0f3a9736">GetShape</a>() <span class="keyword">const</span> = 0;</div>
+<div class="line"><a id="l00380" name="l00380"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html#a889e1ca03ca89b899bfb4cc9153e033a"> 380</a></span> <span class="keyword">virtual</span> <a class="code hl_class" href="classtvm_1_1PrimType.html">PrimType</a> <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducerNode.html#a889e1ca03ca89b899bfb4cc9153e033a">GetDataType</a>() <span class="keyword">const</span> = 0;</div>
+<div class="line"><a id="l00385" name="l00385"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html#a7a76d9b37ce363b2e293a7ca411306ad"> 385</a></span> <span class="keyword">virtual</span> ffi::String <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducerNode.html#a7a76d9b37ce363b2e293a7ca411306ad">GetNameHint</a>() <span class="keyword">const</span> = 0;</div>
+<div class="line"><a id="l00386" name="l00386"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducerNode.html#ae16e43025612a8bd03898695a00dc255"> 386</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducerNode.html#ae16e43025612a8bd03898695a00dc255">TVM_FFI_DECLARE_OBJECT_INFO</a>(<span class="stringliteral">"tirx.DataProducer"</span>, <a class="code hl_class" href="classtvm_1_1tirx_1_1DataProducerNode.html">DataProducerNode</a> [...]
+<div class="line"><a id="l00387" name="l00387"></a><span class="lineno"> 387</span>};</div>
+</div>
+<div class="line"><a id="l00388" name="l00388"></a><span class="lineno"> 388</span> </div>
+<div class="foldopen" id="foldopen00393" data-start="{" data-end="};">
+<div class="line"><a id="l00393" name="l00393"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducer.html"> 393</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1DataProducer.html">DataProducer</a> : <span class="keyword">public</span> <a class="code hl_class" href="classtvm_1_1PrimExprConvertible.html">PrimExprConvertible</a> {</div>
+<div class="line"><a id="l00394" name="l00394"></a><span class="lineno"> 394</span> <span class="keyword">public</span>:</div>
+<div class="line"><a id="l00395" name="l00395"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducer.html#afc39b3cc89fbe986dec47fe6ab592748"> 395</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducer.html#afc39b3cc89fbe986dec47fe6ab592748">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1DataProducer.html">DataProducer</a>, <a class="code hl_class" href="classtvm_1_1PrimExprConvertible.ht [...]
+<div class="line"><a id="l00396" name="l00396"></a><span class="lineno"> 396</span>};</div>
+</div>
+<div class="line"><a id="l00397" name="l00397"></a><span class="lineno"> 397</span> </div>
+<div class="line"><a id="l00410" name="l00410"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#ae89ba2a80e36178ee1a50213198baed1"> 410</a></span><a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1BufferVar.html">tirx::BufferVar</a> <a class="code hl_function" href="namespacetvm_1_1tirx.html#ae89ba2a80e36178ee1a50213198baed1">BufferWithOffsetAlignment</a>(ffi::Array<PrimExpr> shape, <a class= [...]
+<div class="line"><a id="l00411" name="l00411"></a><span class="lineno"> 411</span> std::string name, <span class="keywordtype">int</span> data_alignment,</div>
+<div class="line"><a id="l00412" name="l00412"></a><span class="lineno"> 412</span> <span class="keywordtype">int</span> offset_factor, std::string memory_scope = <span class="stringliteral">""</span>);</div>
+<div class="line"><a id="l00413" name="l00413"></a><span class="lineno"> 413</span>} <span class="comment">// namespace tirx</span></div>
+<div class="line"><a id="l00414" name="l00414"></a><span class="lineno"> 414</span>} <span class="comment">// namespace tvm</span></div>
+<div class="line"><a id="l00415" name="l00415"></a><span class="lineno"> 415</span> </div>
+<div class="line"><a id="l00416" name="l00416"></a><span class="lineno"> 416</span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespacetvm_1_1ffi.html">tvm::ffi</a> {</div>
+<div class="line"><a id="l00417" name="l00417"></a><span class="lineno"> 417</span> </div>
+<div class="line"><a id="l00418" name="l00418"></a><span class="lineno"> 418</span><span class="keyword">template</span> <></div>
+<div class="line"><a id="l00419" name="l00419"></a><span class="lineno"> 419</span><span class="keyword">inline</span> <span class="keyword">constexpr</span> <span class="keywordtype">bool</span> use_default_type_traits_v<tirx::BufferVar> = <span class="keyword">false</span>;</div>
+<div class="line"><a id="l00420" name="l00420"></a><span class="lineno"> 420</span> </div>
+<div class="line"><a id="l00421" name="l00421"></a><span class="lineno"> 421</span><span class="keyword">template</span> <></div>
+<div class="foldopen" id="foldopen00422" data-start="{" data-end="};">
+<div class="line"><a id="l00422" name="l00422"></a><span class="lineno"><a class="line" href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html"> 422</a></span><span class="keyword">struct </span>TypeTraits<tirx::BufferVar> : <span class="keyword">public</span> ObjectRefTypeTraitsBase<tirx::BufferVar> {</div>
+<div class="line"><a id="l00423" name="l00423"></a><span class="lineno"><a class="line" href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html#a8aa4d8966dbb9ac0467b42032baa2de3"> 423</a></span> <span class="keyword">using </span><a class="code hl_typedef" href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html#a8aa4d8966dbb9ac0467b42032baa2de3">Base</a> = <a class="code hl_class" href="classtvm_1_1With.html">ObjectRefTypeTraitsBase<tirx::BufferVar></a>;</div>
+<div class="line"><a id="l00424" name="l00424"></a><span class="lineno"> 424</span> <span class="keyword">using </span>Base::CopyFromAnyViewAfterCheck;</div>
+<div class="line"><a id="l00425" name="l00425"></a><span class="lineno"> 425</span> <span class="keyword">using </span>Base::CopyToAnyView;</div>
+<div class="line"><a id="l00426" name="l00426"></a><span class="lineno"> 426</span> <span class="keyword">using </span>Base::GetMismatchTypeInfo;</div>
+<div class="line"><a id="l00427" name="l00427"></a><span class="lineno"> 427</span> <span class="keyword">using </span>Base::MoveFromAnyAfterCheck;</div>
+<div class="line"><a id="l00428" name="l00428"></a><span class="lineno"> 428</span> <span class="keyword">using </span>Base::MoveToAny;</div>
+<div class="line"><a id="l00429" name="l00429"></a><span class="lineno"> 429</span> <span class="keyword">using </span>Base::TypeSchema;</div>
+<div class="line"><a id="l00430" name="l00430"></a><span class="lineno"> 430</span> <span class="keyword">using </span>Base::TypeStr;</div>
+<div class="line"><a id="l00431" name="l00431"></a><span class="lineno"> 431</span> </div>
+<div class="foldopen" id="foldopen00432" data-start="{" data-end="}">
+<div class="line"><a id="l00432" name="l00432"></a><span class="lineno"><a class="line" href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html#ab3b01037ff5532fef4454abef73b7a49"> 432</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_FFI_INLINE</a> <span class="keyword">static</span> <span class="keywordtype">bool</span> <a class="code hl_function" href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html#ab3b01037ff5532fef4454abef73b7a49">Che [...]
+<div class="line"><a id="l00433" name="l00433"></a><span class="lineno"> 433</span> <span class="keywordflow">if</span> (src->type_index == TypeIndex::kTVMFFINone) {</div>
+<div class="line"><a id="l00434" name="l00434"></a><span class="lineno"> 434</span> <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
+<div class="line"><a id="l00435" name="l00435"></a><span class="lineno"> 435</span> }</div>
+<div class="line"><a id="l00436" name="l00436"></a><span class="lineno"> 436</span> <span class="keywordflow">if</span> (src->type_index != tirx::VarNode::RuntimeTypeIndex()) {</div>
+<div class="line"><a id="l00437" name="l00437"></a><span class="lineno"> 437</span> <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
+<div class="line"><a id="l00438" name="l00438"></a><span class="lineno"> 438</span> }</div>
+<div class="line"><a id="l00439" name="l00439"></a><span class="lineno"> 439</span> <span class="keyword">const</span> <span class="keyword">auto</span>* var = <span class="keyword">static_cast<</span><span class="keyword">const </span><a class="code hl_class" href="classtvm_1_1VarNode.html">tirx::VarNode</a>*<span class="keyword">></span>(</div>
+<div class="line"><a id="l00440" name="l00440"></a><span class="lineno"> 440</span> details::ObjectUnsafe::ObjectPtrFromUnowned<Object>(src->v_obj).get());</div>
+<div class="line"><a id="l00441" name="l00441"></a><span class="lineno"> 441</span> <span class="keywordflow">return</span> details::AnyUnsafe::CheckAnyStrict<tirx::BufferType>(var->ExprNode::ty);</div>
+<div class="line"><a id="l00442" name="l00442"></a><span class="lineno"> 442</span> }</div>
+</div>
+<div class="line"><a id="l00443" name="l00443"></a><span class="lineno"> 443</span> </div>
+<div class="foldopen" id="foldopen00444" data-start="{" data-end="}">
+<div class="line"><a id="l00444" name="l00444"></a><span class="lineno"><a class="line" href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html#a5b0238a336eb5c05708393c47e0aea2f"> 444</a></span> <a class="code hl_class" href="classtvm_1_1With.html">TVM_FFI_INLINE</a> <span class="keyword">static</span> std::optional<tirx::BufferVar> <a class="code hl_function" href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html#a5b0238a336eb5c05708393c47e0aea2f">TryC [...]
+<div class="line"><a id="l00445" name="l00445"></a><span class="lineno"> 445</span> <span class="keywordflow">if</span> (CheckAnyStrict(src)) {</div>
+<div class="line"><a id="l00446" name="l00446"></a><span class="lineno"> 446</span> <span class="keywordflow">return</span> details::ObjectUnsafe::ObjectRefFromObjectPtr<tirx::BufferVar>(</div>
+<div class="line"><a id="l00447" name="l00447"></a><span class="lineno"> 447</span> details::ObjectUnsafe::ObjectPtrFromUnowned<tirx::VarNode>(src->v_obj));</div>
+<div class="line"><a id="l00448" name="l00448"></a><span class="lineno"> 448</span> }</div>
+<div class="line"><a id="l00449" name="l00449"></a><span class="lineno"> 449</span> <span class="keywordflow">return</span> std::nullopt;</div>
+<div class="line"><a id="l00450" name="l00450"></a><span class="lineno"> 450</span> }</div>
</div>
-<div class="line"><a id="l00321" name="l00321"></a><span class="lineno"> 321</span> </div>
-<div class="foldopen" id="foldopen00326" data-start="{" data-end="};">
-<div class="line"><a id="l00326" name="l00326"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducer.html"> 326</a></span><span class="keyword">class </span><a class="code hl_class" href="classtvm_1_1tirx_1_1DataProducer.html">DataProducer</a> : <span class="keyword">public</span> <a class="code hl_class" href="classtvm_1_1PrimExprConvertible.html">PrimExprConvertible</a> {</div>
-<div class="line"><a id="l00327" name="l00327"></a><span class="lineno"> 327</span> <span class="keyword">public</span>:</div>
-<div class="line"><a id="l00328" name="l00328"></a><span class="lineno"><a class="line" href="classtvm_1_1tirx_1_1DataProducer.html#afc39b3cc89fbe986dec47fe6ab592748"> 328</a></span> <a class="code hl_function" href="classtvm_1_1tirx_1_1DataProducer.html#afc39b3cc89fbe986dec47fe6ab592748">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a>(<a class="code hl_class" href="classtvm_1_1tirx_1_1DataProducer.html">DataProducer</a>, <a class="code hl_class" href="classtvm_1_1PrimExprConvertible.ht [...]
-<div class="line"><a id="l00329" name="l00329"></a><span class="lineno"> 329</span>};</div>
+<div class="line"><a id="l00451" name="l00451"></a><span class="lineno"> 451</span>};</div>
</div>
-<div class="line"><a id="l00330" name="l00330"></a><span class="lineno"> 330</span> </div>
-<div class="line"><a id="l00343" name="l00343"></a><span class="lineno"><a class="line" href="namespacetvm_1_1tirx.html#ac51c14982b8e747e6ef51d4219297d22"> 343</a></span><a class="code hl_class" href="classtvm_1_1With.html">TVM_DLL</a> <a class="code hl_class" href="classtvm_1_1tirx_1_1Buffer.html">tirx::Buffer</a> <a class="code hl_function" href="namespacetvm_1_1tirx.html#ac51c14982b8e747e6ef51d4219297d22">BufferWithOffsetAlignment</a>(ffi::Array<PrimExpr> shape, <a class="code [...]
-<div class="line"><a id="l00344" name="l00344"></a><span class="lineno"> 344</span> std::string name, <span class="keywordtype">int</span> data_alignment,</div>
-<div class="line"><a id="l00345" name="l00345"></a><span class="lineno"> 345</span> <span class="keywordtype">int</span> offset_factor, std::string memory_scope = <span class="stringliteral">""</span>);</div>
-<div class="line"><a id="l00346" name="l00346"></a><span class="lineno"> 346</span>} <span class="comment">// namespace tirx</span></div>
-<div class="line"><a id="l00347" name="l00347"></a><span class="lineno"> 347</span>} <span class="comment">// namespace tvm</span></div>
-<div class="line"><a id="l00348" name="l00348"></a><span class="lineno"> 348</span><span class="preprocessor">#endif </span><span class="comment">// TVM_TIR_BUFFER_H_</span></div>
+<div class="line"><a id="l00452" name="l00452"></a><span class="lineno"> 452</span> </div>
+<div class="line"><a id="l00453" name="l00453"></a><span class="lineno"> 453</span>} <span class="comment">// namespace tvm::ffi</span></div>
+<div class="line"><a id="l00454" name="l00454"></a><span class="lineno"> 454</span> </div>
+<div class="line"><a id="l00455" name="l00455"></a><span class="lineno"> 455</span><span class="preprocessor">#endif </span><span class="comment">// TVM_TIR_BUFFER_H_</span></div>
<div class="ttc" id="aclasstvm_1_1Expr_html"><div class="ttname"><a href="classtvm_1_1Expr.html">tvm::Expr</a></div><div class="ttdoc">Managed reference to ExprNode.</div><div class="ttdef"><b>Definition</b> base_expr.h:311</div></div>
<div class="ttc" id="aclasstvm_1_1IntImm_html_acdcc68acec1b9fda51dfbf76b4836ef3"><div class="ttname"><a href="classtvm_1_1IntImm.html#acdcc68acec1b9fda51dfbf76b4836ef3">tvm::IntImm::Int32</a></div><div class="ttdeci">static IntImm Int32(int64_t value, Span span=Span())</div><div class="ttdoc">Construct a scalar int32 constant.</div><div class="ttdef"><b>Definition</b> expr.h:442</div></div>
<div class="ttc" id="aclasstvm_1_1PointerType_html"><div class="ttname"><a href="classtvm_1_1PointerType.html">tvm::PointerType</a></div><div class="ttdef"><b>Definition</b> type.h:71</div></div>
@@ -285,61 +394,88 @@ $(document).ready(function() { init_codefold(0); });
<div class="ttc" id="aclasstvm_1_1PrimType_html_a2c807e9555c520595aeb7f84e4ac18f9"><div class="ttname"><a href="classtvm_1_1PrimType.html#a2c807e9555c520595aeb7f84e4ac18f9">tvm::PrimType::Void</a></div><div class="ttdeci">static PrimType Void()</div><div class="ttdoc">Construct the void sentinel type, encoded as handle(0, 0).</div></div>
<div class="ttc" id="aclasstvm_1_1PrimType_html_a496ea0b2e00473c7e1bc9960fc76d955"><div class="ttname"><a href="classtvm_1_1PrimType.html#a496ea0b2e00473c7e1bc9960fc76d955">tvm::PrimType::Int</a></div><div class="ttdeci">static PrimType Int(int bits, int lanes=1)</div><div class="ttdoc">Construct a signed integer type with fixed lanes.</div></div>
<div class="ttc" id="aclasstvm_1_1Span_html"><div class="ttname"><a href="classtvm_1_1Span.html">tvm::Span</a></div><div class="ttdef"><b>Definition</b> source_map.h:111</div></div>
+<div class="ttc" id="aclasstvm_1_1TypeNode_html"><div class="ttname"><a href="classtvm_1_1TypeNode.html">tvm::TypeNode</a></div><div class="ttdoc">Type is the base type of all types.</div><div class="ttdef"><b>Definition</b> base_expr.h:52</div></div>
+<div class="ttc" id="aclasstvm_1_1Type_html"><div class="ttname"><a href="classtvm_1_1Type.html">tvm::Type</a></div><div class="ttdoc">Managed reference to TypeNode.</div><div class="ttdef"><b>Definition</b> base_expr.h:77</div></div>
+<div class="ttc" id="aclasstvm_1_1VarNode_html"><div class="ttname"><a href="classtvm_1_1VarNode.html">tvm::VarNode</a></div><div class="ttdoc">A local variable in the IR.</div><div class="ttdef"><b>Definition</b> expr.h:269</div></div>
<div class="ttc" id="aclasstvm_1_1Var_html"><div class="ttname"><a href="classtvm_1_1Var.html">tvm::Var</a></div><div class="ttdoc">Managed reference to VarNode.</div><div class="ttdef"><b>Definition</b> expr.h:286</div></div>
<div class="ttc" id="aclasstvm_1_1With_html"><div class="ttname"><a href="classtvm_1_1With.html">tvm::With</a></div><div class="ttdoc">RAII wrapper function to enter and exit a context object similar to python's with syntax.</div><div class="ttdef"><b>Definition</b> with_context.h:59</div></div>
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-<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferNode_html_a01dcbc0de1df11017b80e6aebe2b7afc"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferNode.html#a01dcbc0de1df11017b80e6aebe2b7afc">tvm::tirx::BufferNode::BufferNode</a></div><div class="ttdeci">BufferNode()</div><div class="ttdoc">constructor</div><div class="ttdef"><b>Definition</b> buffer.h:114</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferNode_html_a032fea6c6a5836c9393b5cf5d3f7ef66"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferNode.html#a032fea6c6a5836c9393b5cf5d3f7ef66">tvm::tirx::BufferNode::data</a></div><div class="ttdeci">Var data</div><div class="ttdoc">The pointer to the head of the data.</div><div class="ttdef"><b>Definition</b> buffer.h:71</div></div>
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-<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferNode_html_a10bddc40d3a75319ea9958ecf7002ee8"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferNode.html#a10bddc40d3a75319ea9958ecf7002ee8">tvm::tirx::BufferNode::span</a></div><div class="ttdeci">Span span</div><div class="ttdoc">Span that points to the original source code. Reserved debug information.</div><div class="ttdef"><b>Definition</b> buffer.h:102</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferNode_html_a20430f1e1a8c06737091343dc062eb2a"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferNode.html#a20430f1e1a8c06737091343dc062eb2a">tvm::tirx::BufferNode::shape</a></div><div class="ttdeci">ffi::Array< PrimExpr > shape</div><div class="ttdoc">The type of the buffer prior to flattening.</div><div class="ttdef"><b>Definition</b> buffer.h:80</div></div>
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-<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferNode_html_a7b201f0b9f409b371a22b527232911af"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferNode.html#a7b201f0b9f409b371a22b527232911af">tvm::tirx::BufferNode::name</a></div><div class="ttdeci">ffi::String name</div><div class="ttdoc">optional name of the buffer</div><div class="ttdef"><b>Definition</b> buffer.h:90</div></div>
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-<div class="ttc" id="aclasstvm_1_1tirx_1_1Buffer_html_aca33bb24e03d62f995eefa548b6fce1e"><div class="ttname"><a href="classtvm_1_1tirx_1_1Buffer.html#aca33bb24e03d62f995eefa548b6fce1e">tvm::tirx::Buffer::TVM_DEFINE_OBJECT_REF_COW_METHOD</a></div><div class="ttdeci">TVM_DEFINE_OBJECT_REF_COW_METHOD(BufferNode)</div></div>
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-<div class="ttc" id="aclasstvm_1_1tirx_1_1Buffer_html_ae5bba34a1b184da7f1fcb2431db7d033"><div class="ttname"><a href="classtvm_1_1tirx_1_1Buffer.html#ae5bba34a1b184da7f1fcb2431db7d033">tvm::tirx::Buffer::with_dtype</a></div><div class="ttdeci">Buffer with_dtype(PrimType dtype) const</div><div class="ttdoc">Return a new buffer with the dtype.</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1Buffer_html_ae5d66996c62b0daac2053cfa34aecdb0"><div class="ttname"><a href="classtvm_1_1tirx_1_1Buffer.html#ae5d66996c62b0daac2053cfa34aecdb0">tvm::tirx::Buffer::access_ptr</a></div><div class="ttdeci">Expr access_ptr(int access_mask, PointerType ptr_type=PointerType::VoidPointerTy(), int content_lanes=1, PrimExpr offset=IntImm::Int32(0), ffi::Optional< PrimExpr > input_extent=std::nullopt) const</div><div class="ttdoc">Get access ptr to th [...]
-<div class="ttc" id="aclasstvm_1_1tirx_1_1Buffer_html_af0f9adc1cbc7fdd43b43a4be5fcd4b22"><div class="ttname"><a href="classtvm_1_1tirx_1_1Buffer.html#af0f9adc1cbc7fdd43b43a4be5fcd4b22">tvm::tirx::Buffer::GetFlattenedBuffer</a></div><div class="ttdeci">Buffer GetFlattenedBuffer() const</div><div class="ttdoc">Get a flattened version of the buffer.</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1Buffer_html_afd5d83b90aeb6001981b2f613c9fa0ba"><div class="ttname"><a href="classtvm_1_1tirx_1_1Buffer.html#afd5d83b90aeb6001981b2f613c9fa0ba">tvm::tirx::Buffer::vstore</a></div><div class="ttdeci">Stmt vstore(ffi::Array< PrimExpr > begin, PrimExpr value, ffi::Optional< PrimExpr > predicate=std::nullopt) const</div><div class="ttdoc">Create a Stmt that does a vector store at begin index.</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1DataProducerNode_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1DataProducerNode.html">tvm::tirx::DataProducerNode</a></div><div class="ttdoc">Base node for data producers.</div><div class="ttdef"><b>Definition</b> buffer.h:300</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1DataProducerNode_html_a55a95790fcdb8e6b4d8b1f11cd7e27a0"><div class="ttname"><a href="classtvm_1_1tirx_1_1DataProducerNode.html#a55a95790fcdb8e6b4d8b1f11cd7e27a0">tvm::tirx::DataProducerNode::~DataProducerNode</a></div><div class="ttdeci">virtual ~DataProducerNode()</div><div class="ttdoc">destructor.</div><div class="ttdef"><b>Definition</b> buffer.h:303</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html">tvm::tirx::BufferTypeNode</a></div><div class="ttdoc">Structural type of a TIRx buffer variable.</div><div class="ttdef"><b>Definition</b> buffer.h:71</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_a10ef36de199e4c51a14635da470b50de"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#a10ef36de199e4c51a14635da470b50de">tvm::tirx::BufferTypeNode::ElementType</a></div><div class="ttdeci">PrimType ElementType() const</div><div class="ttdef"><b>Definition</b> buffer.h:134</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_a6b8487ac35e9242f460151876c62d4cb"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#a6b8487ac35e9242f460151876c62d4cb">tvm::tirx::BufferTypeNode::allocated_addr</a></div><div class="ttdeci">ffi::Array< PrimExpr > allocated_addr</div><div class="ttdoc">The allocated address of the buffer. The address might be multi-dimensional based on its scope....</div><div class="ttdef"><b>Definition</b> buffer.h:10 [...]
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_a703d73522b091e98a3a30fcc0eccda66"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#a703d73522b091e98a3a30fcc0eccda66">tvm::tirx::BufferTypeNode::RegisterReflection</a></div><div class="ttdeci">static void RegisterReflection()</div><div class="ttdef"><b>Definition</b> buffer.h:110</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_a772acc44b15407d587ded9358ba66e13"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#a772acc44b15407d587ded9358ba66e13">tvm::tirx::BufferTypeNode::layout</a></div><div class="ttdeci">ffi::Optional< Layout > layout</div><div class="ttdoc">The layout of the buffer.</div><div class="ttdef"><b>Definition</b> buffer.h:99</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_a839664705b12711c95beb9b01385c3e2"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#a839664705b12711c95beb9b01385c3e2">tvm::tirx::BufferTypeNode::elem_offset</a></div><div class="ttdeci">PrimExpr elem_offset</div><div class="ttdoc">The offset in terms of number of dtype elements (including lanes)</div><div class="ttdef"><b>Definition</b> buffer.h:90</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_a8698677627e72d7a5fc2407c6f6c2d25"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#a8698677627e72d7a5fc2407c6f6c2d25">tvm::tirx::BufferTypeNode::storage_scope</a></div><div class="ttdeci">ffi::String storage_scope</div><div class="ttdoc">Storage scope/address space of the buffer.</div><div class="ttdef"><b>Definition</b> buffer.h:76</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_a916a2492185d07cda803092b469e85de"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#a916a2492185d07cda803092b469e85de">tvm::tirx::BufferTypeNode::shape</a></div><div class="ttdeci">ffi::Array< PrimExpr > shape</div><div class="ttdoc">The type of the buffer prior to flattening.</div><div class="ttdef"><b>Definition</b> buffer.h:83</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_a9f4e0e0abdc0a64641f78550ce708692"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#a9f4e0e0abdc0a64641f78550ce708692">tvm::tirx::BufferTypeNode::ElemOffset</a></div><div class="ttdeci">ffi::Array< PrimExpr > ElemOffset(ffi::Array< PrimExpr > index, bool inner=false) const</div><div class="ttdoc">Determine the offset in the buffer of the given index.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_ad3ba0424e0c2ea8b457466bab51fbb51"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#ad3ba0424e0c2ea8b457466bab51fbb51">tvm::tirx::BufferTypeNode::DefaultIndexType</a></div><div class="ttdeci">DLDataType DefaultIndexType() const</div><div class="ttdef"><b>Definition</b> buffer.h:129</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_adb02f52b707f7177e0469b0499b6bd13"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#adb02f52b707f7177e0469b0499b6bd13">tvm::tirx::BufferTypeNode::dtype</a></div><div class="ttdeci">PrimType dtype</div><div class="ttdoc">dtype in the content of the tensor</div><div class="ttdef"><b>Definition</b> buffer.h:74</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_ae09b833e4618531ffb9e4e190daddb6d"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#ae09b833e4618531ffb9e4e190daddb6d">tvm::tirx::BufferTypeNode::TVM_FFI_DECLARE_OBJECT_INFO_FINAL</a></div><div class="ttdeci">TVM_FFI_DECLARE_OBJECT_INFO_FINAL("tirx.BufferType", BufferTypeNode, TypeNode)</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_ae49f0a9c38574ea8dc3cfcc819c81377"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#ae49f0a9c38574ea8dc3cfcc819c81377">tvm::tirx::BufferTypeNode::BufferTypeNode</a></div><div class="ttdeci">BufferTypeNode()</div><div class="ttdoc">constructor</div><div class="ttdef"><b>Definition</b> buffer.h:108</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_ae5c53bffd98739b2f0a000c2736f8cd7"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#ae5c53bffd98739b2f0a000c2736f8cd7">tvm::tirx::BufferTypeNode::offset_factor</a></div><div class="ttdeci">int offset_factor</div><div class="ttdoc">Factor of elem_offset field, elem_offset is guaranteed to be multiple of offset_factor.</div><div class="ttdef"><b>Definition</b> buffer.h:97</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_aebdbc9f11cc6f1e4f32330677116c126"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#aebdbc9f11cc6f1e4f32330677116c126">tvm::tirx::BufferTypeNode::DataPointerType</a></div><div class="ttdeci">PointerType DataPointerType() const</div><div class="ttdef"><b>Definition</b> buffer.h:137</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_af4a75b0edf108fb86728b059ffe0bfda"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#af4a75b0edf108fb86728b059ffe0bfda">tvm::tirx::BufferTypeNode::data_alignment</a></div><div class="ttdeci">int data_alignment</div><div class="ttdoc">Alignment requirement of data pointer in bytes.</div><div class="ttdef"><b>Definition</b> buffer.h:92</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferTypeNode_html_af94cd63f7a1aabe501b72d4d8ed25ed3"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferTypeNode.html#af94cd63f7a1aabe501b72d4d8ed25ed3">tvm::tirx::BufferTypeNode::strides</a></div><div class="ttdeci">ffi::Array< PrimExpr > strides</div><div class="ttdoc">The strides of each dimension This can be an empty array, indicating array is contiguous.</div><div class="ttdef"><b>Definition</b> buffer.h:88</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferType_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferType.html">tvm::tirx::BufferType</a></div><div class="ttdoc">Managed reference to BufferTypeNode.</div><div class="ttdef"><b>Definition</b> buffer.h:156</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferType_html_a36fb08bd6da77e481e256d9a6c2a9c9b"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferType.html#a36fb08bd6da77e481e256d9a6c2a9c9b">tvm::tirx::BufferType::TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE</a></div><div class="ttdeci">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE(BufferType, Type, BufferTypeNode)</div></div>
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+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferType_html_a710de8e64381eef7f0e6bd1c0cb62050"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferType.html#a710de8e64381eef7f0e6bd1c0cb62050">tvm::tirx::BufferType::BufferType</a></div><div class="ttdeci">BufferType(ffi::ObjectPtr< BufferTypeNode > n)</div><div class="ttdef"><b>Definition</b> buffer.h:165</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a></div><div class="ttdoc">Checked zero-state view over an ordinary VarNode with BufferType.</div><div class="ttdef"><b>Definition</b> buffer.h:179</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a0e7381f488e05e7811314c95c60b8a4f"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a0e7381f488e05e7811314c95c60b8a4f">tvm::tirx::BufferVar::operator-></a></div><div class="ttdeci">const BufferTypeNode * operator->() const</div><div class="ttdef"><b>Definition</b> buffer.h:307</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a0ff75b6c47c77d11701d559800be1359"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a0ff75b6c47c77d11701d559800be1359">tvm::tirx::BufferVar::with_allocated_addr</a></div><div class="ttdeci">BufferVar with_allocated_addr(ffi::Array< PrimExpr > allocated_addr) const</div><div class="ttdoc">Return a new buffer with the allocated address.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a16faeb4e95c29a5ac1d36819e77455c9"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a16faeb4e95c29a5ac1d36819e77455c9">tvm::tirx::BufferVar::access_ptr</a></div><div class="ttdeci">Expr access_ptr(int access_mask, PointerType ptr_type=PointerType::VoidPointerTy(), int content_lanes=1, PrimExpr offset=IntImm::Int32(0), ffi::Optional< PrimExpr > input_extent=std::nullopt) const</div><div class="ttdoc">Get access [...]
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a2054d161ee1e1656cc61a915cd274b66"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a2054d161ee1e1656cc61a915cd274b66">tvm::tirx::BufferVar::_type_is_nullable</a></div><div class="ttdeci">static constexpr bool _type_is_nullable</div><div class="ttdef"><b>Definition</b> buffer.h:318</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a35098bcb9514367e61bd65470c3daf3d"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a35098bcb9514367e61bd65470c3daf3d">tvm::tirx::BufferVar::type</a></div><div class="ttdeci">BufferType type() const</div><div class="ttdoc">Return the buffer type carried by the ordinary variable.</div><div class="ttdef"><b>Definition</b> buffer.h:194</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a45e932c5b7c5fa2177947755032cea86"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a45e932c5b7c5fa2177947755032cea86">tvm::tirx::BufferVar::span</a></div><div class="ttdeci">const Span & span() const</div><div class="ttdoc">Return the source span carried by the ordinary Var.</div><div class="ttdef"><b>Definition</b> buffer.h:200</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a5308a530136e871be239a7443acb90a7"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a5308a530136e871be239a7443acb90a7">tvm::tirx::BufferVar::IsScalar</a></div><div class="ttdeci">bool IsScalar(bool alloc_or_decl=true) const</div><div class="ttdoc">Return true if the buffer is a scalar.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a5392682ce05cd2d95a38cce2b6e1898f"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a5392682ce05cd2d95a38cce2b6e1898f">tvm::tirx::BufferVar::scope</a></div><div class="ttdeci">ffi::String scope() const</div><div class="ttdoc">Return the storage scope associated with this buffer.</div></div>
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+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a5ff50d0ff915bde811467ecb69c864d9"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a5ff50d0ff915bde811467ecb69c864d9">tvm::tirx::BufferVar::DataPointerType</a></div><div class="ttdeci">PointerType DataPointerType() const</div><div class="ttdef"><b>Definition</b> buffer.h:300</div></div>
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+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a77fcb73f7896a1a3385fea797bfc3f09"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a77fcb73f7896a1a3385fea797bfc3f09">tvm::tirx::BufferVar::MakeStrideView</a></div><div class="ttdeci">BufferVar MakeStrideView() const</div><div class="ttdoc">Return a new buffer that is equivalent with current one but always add stride field.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a7d790ca149c804278a22450d0d0ac789"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a7d790ca149c804278a22450d0d0ac789">tvm::tirx::BufferVar::BufferVar</a></div><div class="ttdeci">BufferVar(ffi::UnsafeInit tag)</div><div class="ttdef"><b>Definition</b> buffer.h:304</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a7e7510862b791fc72299abca4134577b"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a7e7510862b791fc72299abca4134577b">tvm::tirx::BufferVar::GetFlattenedBuffer</a></div><div class="ttdeci">BufferVar GetFlattenedBuffer() const</div><div class="ttdoc">Get a flattened version of the buffer.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_a9162b84dd02a8358756ff6bcb1b9d09d"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#a9162b84dd02a8358756ff6bcb1b9d09d">tvm::tirx::BufferVar::OffsetOf</a></div><div class="ttdeci">ffi::Array< PrimExpr > OffsetOf(ffi::Array< PrimExpr > index) const</div><div class="ttdoc">Determine the offset in the buffer of the given index.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_aa0ba24f889c165411627bf3c6085138b"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#aa0ba24f889c165411627bf3c6085138b">tvm::tirx::BufferVar::vstore</a></div><div class="ttdeci">Stmt vstore(ffi::Array< PrimExpr > begin, PrimExpr value, ffi::Optional< PrimExpr > predicate=std::nullopt) const</div><div class="ttdoc">Create a Stmt that does a vector store at begin index.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_aa1f460b2002f8eaef9e86746e4375d03"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#aa1f460b2002f8eaef9e86746e4375d03">tvm::tirx::BufferVar::get</a></div><div class="ttdeci">const VarNode * get() const</div><div class="ttdef"><b>Definition</b> buffer.h:316</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_aa6a721eb872b2f86f77caf1ced4a9888"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#aa6a721eb872b2f86f77caf1ced4a9888">tvm::tirx::BufferVar::BufferVar</a></div><div class="ttdeci">BufferVar(ffi::ObjectPtr< VarNode > n)</div><div class="ttdef"><b>Definition</b> buffer.h:303</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_aa734aee14427b0a39552035f4d478c04"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#aa734aee14427b0a39552035f4d478c04">tvm::tirx::BufferVar::BufferVar</a></div><div class="ttdeci">BufferVar(ffi::String name, BufferType type, Span span=Span())</div><div class="ttdoc">Construct a fresh buffer variable from an explicit BufferType.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_aafc4a0fc5163c07a8d2454de49ef7eae"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#aafc4a0fc5163c07a8d2454de49ef7eae">tvm::tirx::BufferVar::BufferVar</a></div><div class="ttdeci">BufferVar()=default</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_ab26f945776d7d4a4f071b1c3e152e4bf"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#ab26f945776d7d4a4f071b1c3e152e4bf">tvm::tirx::BufferVar::BufferVar</a></div><div class="ttdeci">BufferVar(Var var)</div><div class="ttdoc">Create a checked buffer view over an existing ordinary Var.</div><div class="ttdef"><b>Definition</b> buffer.h:185</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_ac3fa5c969f1c866b58bed5a1cc3f4465"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#ac3fa5c969f1c866b58bed5a1cc3f4465">tvm::tirx::BufferVar::ElementType</a></div><div class="ttdeci">PrimType ElementType() const</div><div class="ttdef"><b>Definition</b> buffer.h:297</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_ad39f8ce414e817d0c19ecbd9c27b5585"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#ad39f8ce414e817d0c19ecbd9c27b5585">tvm::tirx::BufferVar::name</a></div><div class="ttdeci">const ffi::String & name() const</div><div class="ttdoc">Return the buffer's diagnostic name.</div><div class="ttdef"><b>Definition</b> buffer.h:197</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_ad71c4c0a4449126a9703a864dc09c156"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#ad71c4c0a4449126a9703a864dc09c156">tvm::tirx::BufferVar::OffsetOf_p</a></div><div class="ttdeci">PrimExpr OffsetOf_p(const ffi::Array< PrimExpr > &indices) const</div><div class="ttdoc">Get the buffer_offset op for the given index.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_adfbd0e1bf38f963d33a18c01689adb4e"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#adfbd0e1bf38f963d33a18c01689adb4e">tvm::tirx::BufferVar::MakeSlice</a></div><div class="ttdeci">BufferVar MakeSlice(ffi::Array< PrimExpr > begins, ffi::Array< PrimExpr > extents) const</div><div class="ttdoc">Make a new symbolic buffer representing a slice of the buffer.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_af21c8c29e9c984893fd6040fec5126b4"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#af21c8c29e9c984893fd6040fec5126b4">tvm::tirx::BufferVar::data</a></div><div class="ttdeci">Expr data() const</div><div class="ttdoc">Project the physical pointer established by the definition site.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_af2228f33f5298e99f17c50c34ecd823a"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#af2228f33f5298e99f17c50c34ecd823a">tvm::tirx::BufferVar::with_dtype</a></div><div class="ttdeci">BufferVar with_dtype(PrimType dtype) const</div><div class="ttdoc">Return a new buffer with the dtype.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_af26e118d45be72a1992b4ba08104b044"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#af26e118d45be72a1992b4ba08104b044">tvm::tirx::BufferVar::vload</a></div><div class="ttdeci">PrimExpr vload(ffi::Array< PrimExpr > begin, PrimType dtype, ffi::Optional< PrimExpr > predicate=std::nullopt) const</div><div class="ttdoc">Create an Expr that does a vector load at begin index.</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferVar_html_af3f1683463a646192ae0ce3f2c744a5e"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferVar.html#af3f1683463a646192ae0ce3f2c744a5e">tvm::tirx::BufferVar::TVM_FFI_DEFINE_DEFAULT_COPY_MOVE_AND_ASSIGN</a></div><div class="ttdeci">TVM_FFI_DEFINE_DEFAULT_COPY_MOVE_AND_ASSIGN(BufferVar)</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1DataProducerNode_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1DataProducerNode.html">tvm::tirx::DataProducerNode</a></div><div class="ttdoc">Base node for data producers.</div><div class="ttdef"><b>Definition</b> buffer.h:367</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1DataProducerNode_html_a55a95790fcdb8e6b4d8b1f11cd7e27a0"><div class="ttname"><a href="classtvm_1_1tirx_1_1DataProducerNode.html#a55a95790fcdb8e6b4d8b1f11cd7e27a0">tvm::tirx::DataProducerNode::~DataProducerNode</a></div><div class="ttdeci">virtual ~DataProducerNode()</div><div class="ttdoc">destructor.</div><div class="ttdef"><b>Definition</b> buffer.h:370</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1DataProducerNode_html_a7a76d9b37ce363b2e293a7ca411306ad"><div class="ttname"><a href="classtvm_1_1tirx_1_1DataProducerNode.html#a7a76d9b37ce363b2e293a7ca411306ad">tvm::tirx::DataProducerNode::GetNameHint</a></div><div class="ttdeci">virtual ffi::String GetNameHint() const =0</div><div class="ttdoc">Get the name hint of the data producer.</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1DataProducerNode_html_a889e1ca03ca89b899bfb4cc9153e033a"><div class="ttname"><a href="classtvm_1_1tirx_1_1DataProducerNode.html#a889e1ca03ca89b899bfb4cc9153e033a">tvm::tirx::DataProducerNode::GetDataType</a></div><div class="ttdeci">virtual PrimType GetDataType() const =0</div><div class="ttdoc">Get the raw element dtype of the result.</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1DataProducerNode_html_a9ae1f2acc410fe5f6e83c70b0f3a9736"><div class="ttname"><a href="classtvm_1_1tirx_1_1DataProducerNode.html#a9ae1f2acc410fe5f6e83c70b0f3a9736">tvm::tirx::DataProducerNode::GetShape</a></div><div class="ttdeci">virtual ffi::Array< PrimExpr > GetShape() const =0</div><div class="ttdoc">Get the shape of the result.</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1DataProducerNode_html_ae16e43025612a8bd03898695a00dc255"><div class="ttname"><a href="classtvm_1_1tirx_1_1DataProducerNode.html#ae16e43025612a8bd03898695a00dc255">tvm::tirx::DataProducerNode::TVM_FFI_DECLARE_OBJECT_INFO</a></div><div class="ttdeci">TVM_FFI_DECLARE_OBJECT_INFO("tirx.DataProducer", DataProducerNode, PrimExprConvertibleNode)</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1DataProducer_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1DataProducer.html">tvm::tirx::DataProducer</a></div><div class="ttdoc">Managed reference to DataProducerNode.</div><div class="ttdef"><b>Definition</b> buffer.h:326</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1DataProducer_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1DataProducer.html">tvm::tirx::DataProducer</a></div><div class="ttdoc">Managed reference to DataProducerNode.</div><div class="ttdef"><b>Definition</b> buffer.h:393</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1DataProducer_html_afc39b3cc89fbe986dec47fe6ab592748"><div class="ttname"><a href="classtvm_1_1tirx_1_1DataProducer.html#afc39b3cc89fbe986dec47fe6ab592748">tvm::tirx::DataProducer::TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a></div><div class="ttdeci">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE(DataProducer, PrimExprConvertible, DataProducerNode)</div></div>
<div class="ttc" id="aclasstvm_1_1tirx_1_1Stmt_html"><div class="ttname"><a href="classtvm_1_1tirx_1_1Stmt.html">tvm::tirx::Stmt</a></div><div class="ttdoc">Container of all statements.</div><div class="ttdef"><b>Definition</b> stmt.h:65</div></div>
<div class="ttc" id="air_2expr_8h_html"><div class="ttname"><a href="ir_2expr_8h.html">expr.h</a></div><div class="ttdoc">Base expr nodes in TVM.</div></div>
<div class="ttc" id="alayout_8h_html"><div class="ttname"><a href="layout_8h.html">layout.h</a></div><div class="ttdoc">Definition of layout.</div></div>
-<div class="ttc" id="anamespacetvm_1_1tirx_html_a096c4422bcf6cd75ff067802b15c9efa"><div class="ttname"><a href="namespacetvm_1_1tirx.html#a096c4422bcf6cd75ff067802b15c9efa">tvm::tirx::decl_buffer</a></div><div class="ttdeci">Buffer decl_buffer(ffi::Array< PrimExpr > shape, PrimType dtype=PrimType::Float(32), ffi::String name="buffer", ffi::String storage_scope="", Span span=Span())</div><div class="ttdoc">Construct a new buffer given shape, and dtype.</div></div>
+<div class="ttc" id="anamespacetvm_1_1ffi_html"><div class="ttname"><a href="namespacetvm_1_1ffi.html">tvm::ffi</a></div><div class="ttdef"><b>Definition</b> iter_affine_map.h:231</div></div>
+<div class="ttc" id="anamespacetvm_1_1tirx_html_a0e510ab31d50db329c9d7b29bee344ac"><div class="ttname"><a href="namespacetvm_1_1tirx.html#a0e510ab31d50db329c9d7b29bee344ac">tvm::tirx::decl_buffer</a></div><div class="ttdeci">BufferVar decl_buffer(ffi::Array< PrimExpr > shape, PrimType dtype=PrimType::Float(32), ffi::String name="buffer", ffi::String storage_scope="", Span span=Span())</div><div class="ttdoc">Construct a new buffer given shape, and dtype.</div></div>
<div class="ttc" id="anamespacetvm_1_1tirx_html_a323bfac5faa4e657ed340f283c45dc99"><div class="ttname"><a href="namespacetvm_1_1tirx.html#a323bfac5faa4e657ed340f283c45dc99">tvm::tirx::DefaultIndexPrimType</a></div><div class="ttdeci">PrimType DefaultIndexPrimType()</div><div class="ttdoc">if TVM_INDEX_DEFAULT_I64 is set, return int64, otherwise return int32</div><div class="ttdef"><b>Definition</b> buffer.h:43</div></div>
<div class="ttc" id="anamespacetvm_1_1tirx_html_a897e6e061d17ea8adb3408eb34e7b1ae"><div class="ttname"><a href="namespacetvm_1_1tirx.html#a897e6e061d17ea8adb3408eb34e7b1ae">tvm::tirx::DefaultIndexType</a></div><div class="ttdeci">DLDataType DefaultIndexType()</div><div class="ttdef"><b>Definition</b> buffer.h:52</div></div>
-<div class="ttc" id="anamespacetvm_1_1tirx_html_ac51c14982b8e747e6ef51d4219297d22"><div class="ttname"><a href="namespacetvm_1_1tirx.html#ac51c14982b8e747e6ef51d4219297d22">tvm::tirx::BufferWithOffsetAlignment</a></div><div class="ttdeci">tirx::Buffer BufferWithOffsetAlignment(ffi::Array< PrimExpr > shape, PrimType dtype, std::string name, int data_alignment, int offset_factor, std::string memory_scope="")</div><div class="ttdoc">Creates TIR Buffer for provided parameters [...]
+<div class="ttc" id="anamespacetvm_1_1tirx_html_a971382deb98a5e016fb5d60261632821"><div class="ttname"><a href="namespacetvm_1_1tirx.html#a971382deb98a5e016fb5d60261632821">tvm::tirx::operator==</a></div><div class="ttdeci">bool operator==(const BufferVar &lhs, const BufferVar &rhs)</div><div class="ttdef"><b>Definition</b> buffer.h:325</div></div>
+<div class="ttc" id="anamespacetvm_1_1tirx_html_aa84515799e4ff11533430fdf4648e483"><div class="ttname"><a href="namespacetvm_1_1tirx.html#aa84515799e4ff11533430fdf4648e483">tvm::tirx::GetBufferVar</a></div><div class="ttdeci">BufferVar GetBufferVar(const VarNode *var)</div><div class="ttdoc">Recover a checked buffer view from an ordinary VarNode pointer.</div><div class="ttdef"><b>Definition</b> buffer.h:330</div></div>
+<div class="ttc" id="anamespacetvm_1_1tirx_html_ac2f1aac973019bc4c242932bee5e8711"><div class="ttname"><a href="namespacetvm_1_1tirx.html#ac2f1aac973019bc4c242932bee5e8711">tvm::tirx::operator!=</a></div><div class="ttdeci">bool operator!=(const BufferVar &lhs, const BufferVar &rhs)</div><div class="ttdef"><b>Definition</b> buffer.h:327</div></div>
+<div class="ttc" id="anamespacetvm_1_1tirx_html_aca243675bd16309674c38113af6c7671"><div class="ttname"><a href="namespacetvm_1_1tirx.html#aca243675bd16309674c38113af6c7671">tvm::tirx::VarNode</a></div><div class="ttdeci">tvm::VarNode VarNode</div><div class="ttdef"><b>Definition</b> var.h:37</div></div>
+<div class="ttc" id="anamespacetvm_1_1tirx_html_acfe288eb20faba7ebe5c52ebfacc2dcc"><div class="ttname"><a href="namespacetvm_1_1tirx.html#acfe288eb20faba7ebe5c52ebfacc2dcc">tvm::tirx::CopyBufferType</a></div><div class="ttdeci">ffi::ObjectPtr< BufferTypeNode > CopyBufferType(const BufferVar &var)</div><div class="ttdef"><b>Definition</b> buffer.h:332</div></div>
+<div class="ttc" id="anamespacetvm_1_1tirx_html_ad85ae1424c8bc271857e453200420551"><div class="ttname"><a href="namespacetvm_1_1tirx.html#ad85ae1424c8bc271857e453200420551">tvm::tirx::RebuildBufferVar</a></div><div class="ttdeci">BufferVar RebuildBufferVar(const BufferVar &var, ffi::ObjectPtr< BufferTypeNode > type, ffi::Optional< ffi::String > name=std::nullopt)</div><div class="ttdef"><b>Definition</b> buffer.h:336</div></div>
+<div class="ttc" id="anamespacetvm_1_1tirx_html_ae89ba2a80e36178ee1a50213198baed1"><div class="ttname"><a href="namespacetvm_1_1tirx.html#ae89ba2a80e36178ee1a50213198baed1">tvm::tirx::BufferWithOffsetAlignment</a></div><div class="ttdeci">tirx::BufferVar BufferWithOffsetAlignment(ffi::Array< PrimExpr > shape, PrimType dtype, std::string name, int data_alignment, int offset_factor, std::string memory_scope="")</div><div class="ttdoc">Creates a TIR buffer for the provided p [...]
<div class="ttc" id="anamespacetvm_html"><div class="ttname"><a href="namespacetvm.html">tvm</a></div><div class="ttdoc">An object that builds and maintains block scope and StmtSref mapping for Dependence analysis.</div><div class="ttdef"><b>Definition</b> analyzer.h:40</div></div>
+<div class="ttc" id="astructtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4_html_a5b0238a336eb5c05708393c47e0aea2f"><div class="ttname"><a href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html#a5b0238a336eb5c05708393c47e0aea2f">tvm::ffi::TypeTraits< tirx::BufferVar >::TryCastFromAnyView</a></div><div class="ttdeci">static TVM_FFI_INLINE std::optional< tirx::BufferVar > TryCastFromAnyView(const TVMFFIAny *src)</div><div class="ttdef"><b>Definition</b> buffer [...]
+<div class="ttc" id="astructtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4_html_a8aa4d8966dbb9ac0467b42032baa2de3"><div class="ttname"><a href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html#a8aa4d8966dbb9ac0467b42032baa2de3">tvm::ffi::TypeTraits< tirx::BufferVar >::Base</a></div><div class="ttdeci">ObjectRefTypeTraitsBase< tirx::BufferVar > Base</div><div class="ttdef"><b>Definition</b> buffer.h:423</div></div>
+<div class="ttc" id="astructtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4_html_ab3b01037ff5532fef4454abef73b7a49"><div class="ttname"><a href="structtvm_1_1ffi_1_1TypeTraits_3_01tirx_1_1BufferVar_01_4.html#ab3b01037ff5532fef4454abef73b7a49">tvm::ffi::TypeTraits< tirx::BufferVar >::CheckAnyStrict</a></div><div class="ttdeci">static TVM_FFI_INLINE bool CheckAnyStrict(const TVMFFIAny *src)</div><div class="ttdef"><b>Definition</b> buffer.h:432</div></div>
<div class="ttc" id="avar_8h_html"><div class="ttname"><a href="var_8h.html">var.h</a></div><div class="ttdoc">Variables in the TIR.</div></div>
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diff --git a/docs/reference/api/doxygen/classes.html b/docs/reference/api/doxygen/classes.html
index 6f2ae27bdb9..8d8828b874d 100644
--- a/docs/reference/api/doxygen/classes.html
+++ b/docs/reference/api/doxygen/classes.html
@@ -79,7 +79,7 @@ $(function() {
<dd><a class="el" href="structtvm_1_1tirx_1_1ActiveSet.html">ActiveSet</a> (<a class="el" href="namespacetvm_1_1tirx.html">tvm::tirx</a>)</dd><dd><a class="el" href="structtvm_1_1relax_1_1AdaptivePool1DAttrs.html">AdaptivePool1DAttrs</a> (<a class="el" href="namespacetvm_1_1relax.html">tvm::relax</a>)</dd><dd><a class="el" href="structtvm_1_1relax_1_1AdaptivePool2DAttrs.html">AdaptivePool2DAttrs</a> (<a class="el" href="namespacetvm_1_1relax.html">tvm::relax</a>)</dd><dd><a class="el" hr [...]
<dl class="classindex odd">
<dt class="alphachar"><a id="letter_B" name="letter_B">B</a></dt>
-<dd><a class="el" href="classtvm_1_1te_1_1BaseComputeOpNode.html">BaseComputeOpNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)</dd><dd><a class="el" href="classtvm_1_1BaseFunc.html">BaseFunc</a> (<a class="el" href="namespacetvm.html">tvm</a>)</dd><dd><a class="el" href="classtvm_1_1BaseFuncNode.html">BaseFuncNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)</dd><dd><a class="el" href="structtvm_1_1relax_1_1BatchNormAttrs.html">BatchNormAttrs</a> (<a class="el [...]
+<dd><a class="el" href="classtvm_1_1te_1_1BaseComputeOpNode.html">BaseComputeOpNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)</dd><dd><a class="el" href="classtvm_1_1BaseFunc.html">BaseFunc</a> (<a class="el" href="namespacetvm.html">tvm</a>)</dd><dd><a class="el" href="classtvm_1_1BaseFuncNode.html">BaseFuncNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)</dd><dd><a class="el" href="structtvm_1_1relax_1_1BatchNormAttrs.html">BatchNormAttrs</a> (<a class="el [...]
<dl class="classindex even">
<dt class="alphachar"><a id="letter_C" name="letter_C">C</a></dt>
<dd><a class="el" href="classtvm_1_1Call.html">Call</a> (<a class="el" href="namespacetvm.html">tvm</a>)</dd><dd><a class="el" href="classtvm_1_1script_1_1printer_1_1CallDoc.html">CallDoc</a> (<a class="el" href="namespacetvm_1_1script_1_1printer.html">tvm::script::printer</a>)</dd><dd><a class="el" href="classtvm_1_1script_1_1printer_1_1CallDocNode.html">CallDocNode</a> (<a class="el" href="namespacetvm_1_1script_1_1printer.html">tvm::script::printer</a>)</dd><dd><a class="el" href="str [...]
@@ -127,7 +127,7 @@ $(function() {
<dd><a class="el" href="classtvm_1_1relax_1_1SameShapeConstraint.html">SameShapeConstraint</a> (<a class="el" href="namespacetvm_1_1relax.html">tvm::relax</a>)</dd><dd><a class="el" href="classtvm_1_1relax_1_1SameShapeConstraintNode.html">SameShapeConstraintNode</a> (<a class="el" href="namespacetvm_1_1relax.html">tvm::relax</a>)</dd><dd><a class="el" href="classtvm_1_1tirx_1_1SBijectiveLayout.html">SBijectiveLayout</a> (<a class="el" href="namespacetvm_1_1tirx.html">tvm::tirx</a>)</dd>< [...]
<dl class="classindex odd">
<dt class="alphachar"><a id="letter_T" name="letter_T">T</a></dt>
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+<dd><a class="el" href="structtvm_1_1relax_1_1TakeAttrs.html">TakeAttrs</a> (<a class="el" href="namespacetvm_1_1relax.html">tvm::relax</a>)</dd><dd><a class="el" href="classtvm_1_1Target.html">Target</a> (<a class="el" href="namespacetvm.html">tvm</a>)</dd><dd><a class="el" href="classtvm_1_1TargetKind.html">TargetKind</a> (<a class="el" href="namespacetvm.html">tvm</a>)</dd><dd><a class="el" href="classtvm_1_1TargetKindAttrMap.html">TargetKindAttrMap</a> (<a class="el" href="namespacet [...]
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<dt class="alphachar"><a id="letter_U" name="letter_U">U</a></dt>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1Expr.html b/docs/reference/api/doxygen/classtvm_1_1Expr.html
index ccf3b020dfa..9bb4b2942ad 100644
--- a/docs/reference/api/doxygen/classtvm_1_1Expr.html
+++ b/docs/reference/api/doxygen/classtvm_1_1Expr.html
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<div class="dynheader">
Inheritance diagram for tvm::Expr:</div>
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Collaboration diagram for tvm::Expr:</div>
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+<text text-anchor="start" x="3503.5" y="-719" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::GlobalVar</text>
+<text text-anchor="start" x="3538" y="-704" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
+<text text-anchor="start" x="3462" y="-689" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3475" y="-689" font-family="Helvetica,sans-Serif" font-size="10.00">GlobalVar()</text>
+<text text-anchor="start" x="3462" y="-674" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3475" y="-674" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
+<text text-anchor="start" x="3475" y="-663" font-family="Helvetica,sans-Serif" font-size="10.00">_REF_METHODS_NULLABLE()</text>
+<text text-anchor="start" x="3462" y="-648" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3475" y="-648" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_DEFINE_OBJECT_REF</text>
+<text text-anchor="start" x="3475" y="-637" font-family="Helvetica,sans-Serif" font-size="10.00">_COW_METHOD()</text>
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<g id="edge43_Node000001_Node000044" class="edge">
<title>Node1->Node44</title>
<g id="a_edge43_Node000001_Node000044"><a xlink:title=" ">
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</a>
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@@ -149,23 +149,23 @@
<g id="Node000045" class="node">
<title>Node45</title>
<g id="a_Node000045"><a xlink:href="classtvm_1_1Op.html" target="_top" xlink:title="Managed reference class to OpNode.">
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-<text text-anchor="start" x="3713.5" y="-635" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::Op</text>
-<text text-anchor="start" x="3731.5" y="-620" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
-<text text-anchor="start" x="3645" y="-605" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="3658" y="-605" font-family="Helvetica,sans-Serif" font-size="10.00">Op()</text>
-<text text-anchor="start" x="3645" y="-590" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="3658" y="-590" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
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-<text text-anchor="start" x="3658" y="-564" font-family="Helvetica,sans-Serif" font-size="10.00">GetAttrMap()</text>
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-<text text-anchor="start" x="3658" y="-534" font-family="Helvetica,sans-Serif" font-size="10.00">Get()</text>
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-<polygon fill="none" stroke="#666666" points="3640.5,-527 3640.5,-647 3825.5,-647 3825.5,-527 3640.5,-527"/>
+<polygon fill="white" stroke="transparent" points="3825.5,-741 3640.5,-741 3640.5,-621 3825.5,-621 3825.5,-741"/>
+<text text-anchor="start" x="3713.5" y="-729" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::Op</text>
+<text text-anchor="start" x="3731.5" y="-714" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
+<text text-anchor="start" x="3645" y="-699" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3658" y="-699" font-family="Helvetica,sans-Serif" font-size="10.00">Op()</text>
+<text text-anchor="start" x="3645" y="-684" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3658" y="-684" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
+<text text-anchor="start" x="3658" y="-673" font-family="Helvetica,sans-Serif" font-size="10.00">_REF_METHODS_NOTNULLABLE()</text>
+<text text-anchor="start" x="3645" y="-658" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3658" y="-658" font-family="Helvetica,sans-Serif" font-size="10.00">GetAttrMap()</text>
+<text text-anchor="start" x="3645" y="-643" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3658" y="-643" font-family="Helvetica,sans-Serif" font-size="10.00">HasAttrMap()</text>
+<text text-anchor="start" x="3645" y="-628" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3658" y="-628" font-family="Helvetica,sans-Serif" font-size="10.00">Get()</text>
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@@ -173,8 +173,8 @@
<g id="edge44_Node000001_Node000045" class="edge">
<title>Node1->Node45</title>
<g id="a_edge44_Node000001_Node000045"><a xlink:title=" ">
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+<path fill="none" stroke="#63b8ff" d="M4197.62,-819.88C4103.92,-809.05 3955.89,-786.12 3835,-741 3831.93,-739.86 3828.85,-738.62 3825.77,-737.32"/>
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</a>
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@@ -182,21 +182,21 @@
<g id="Node000046" class="node">
<title>Node46</title>
<g id="a_Node000046"><a xlink:href="classtvm_1_1TypedExpr.html" target="_top" xlink:title="Typed reference/view over an expression whose result type is a specific Type subtype.">
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-<text text-anchor="start" x="3859.5" y="-623" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::TypedExpr< Expected</text>
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-<text text-anchor="start" x="3848" y="-597" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="3861" y="-597" font-family="Helvetica,sans-Serif" font-size="10.00">_type_container_is</text>
-<text text-anchor="start" x="3861" y="-586" font-family="Helvetica,sans-Serif" font-size="10.00">_exact</text>
-<text text-anchor="start" x="3848" y="-571" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="3861" y="-571" font-family="Helvetica,sans-Serif" font-size="10.00">ty()</text>
-<text text-anchor="start" x="3848" y="-556" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="3861" y="-556" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
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-<polygon fill="#666666" stroke="#666666" points="3859,-581 3859,-581 4008,-581 4008,-581 3859,-581"/>
-<polygon fill="none" stroke="#666666" points="3844,-538.5 3844,-635.5 4008,-635.5 4008,-538.5 3844,-538.5"/>
+<polygon fill="white" stroke="transparent" points="4008,-729.5 3844,-729.5 3844,-632.5 4008,-632.5 4008,-729.5"/>
+<text text-anchor="start" x="3859.5" y="-717" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::TypedExpr< Expected</text>
+<text text-anchor="start" x="3909" y="-706" font-family="Helvetica,sans-Serif" font-size="10.00">Type ></text>
+<text text-anchor="start" x="3848" y="-691" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3861" y="-691" font-family="Helvetica,sans-Serif" font-size="10.00">_type_container_is</text>
+<text text-anchor="start" x="3861" y="-680" font-family="Helvetica,sans-Serif" font-size="10.00">_exact</text>
+<text text-anchor="start" x="3848" y="-665" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3861" y="-665" font-family="Helvetica,sans-Serif" font-size="10.00">ty()</text>
+<text text-anchor="start" x="3848" y="-650" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3861" y="-650" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
+<text text-anchor="start" x="3861" y="-639" font-family="Helvetica,sans-Serif" font-size="10.00">_REF_METHODS_NULLABLE()</text>
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+<polygon fill="#666666" stroke="#666666" points="3844,-675 3844,-675 3859,-675 3859,-675 3844,-675"/>
+<polygon fill="#666666" stroke="#666666" points="3859,-675 3859,-675 4008,-675 4008,-675 3859,-675"/>
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@@ -204,8 +204,8 @@
<g id="edge45_Node000001_Node000046" class="edge">
<title>Node1->Node46</title>
<g id="a_edge45_Node000001_Node000046"><a xlink:title=" ">
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-<polygon fill="none" stroke="#63b8ff" points="4197.24,-715.01 4207.81,-714.29 4199.1,-708.26 4197.24,-715.01"/>
+<path fill="none" stroke="#63b8ff" d="M4197.9,-805.56C4143.85,-790.5 4075,-768.5 4017,-741 4009.77,-737.57 4002.43,-733.66 3995.22,-729.51"/>
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</a>
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</g>
@@ -213,23 +213,23 @@
<g id="Node000047" class="node">
<title>Node47</title>
<g id="a_Node000047"><a xlink:href="classtvm_1_1Var.html" target="_top" xlink:title="Managed reference to VarNode.">
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-<text text-anchor="start" x="4087" y="-635" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::Var</text>
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-<text text-anchor="start" x="4030" y="-605" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="4043" y="-605" font-family="Helvetica,sans-Serif" font-size="10.00">Var()</text>
-<text text-anchor="start" x="4030" y="-590" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="4043" y="-590" font-family="Helvetica,sans-Serif" font-size="10.00">CopyWithName()</text>
-<text text-anchor="start" x="4030" y="-575" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="4043" y="-575" font-family="Helvetica,sans-Serif" font-size="10.00">CopyWithSuffix()</text>
-<text text-anchor="start" x="4030" y="-560" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="4043" y="-560" font-family="Helvetica,sans-Serif" font-size="10.00">CopyWithDType()</text>
-<text text-anchor="start" x="4030" y="-545" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="4043" y="-545" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
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-<polygon fill="#666666" stroke="#666666" points="4026,-615 4026,-615 4190,-615 4190,-615 4026,-615"/>
-<polygon fill="none" stroke="#666666" points="4026,-527 4026,-647 4190,-647 4190,-527 4026,-527"/>
+<polygon fill="white" stroke="transparent" points="4190,-741 4026,-741 4026,-621 4190,-621 4190,-741"/>
+<text text-anchor="start" x="4087" y="-729" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::Var</text>
+<text text-anchor="start" x="4106" y="-714" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
+<text text-anchor="start" x="4030" y="-699" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="4043" y="-699" font-family="Helvetica,sans-Serif" font-size="10.00">Var()</text>
+<text text-anchor="start" x="4030" y="-684" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="4043" y="-684" font-family="Helvetica,sans-Serif" font-size="10.00">CopyWithName()</text>
+<text text-anchor="start" x="4030" y="-669" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="4043" y="-669" font-family="Helvetica,sans-Serif" font-size="10.00">CopyWithSuffix()</text>
+<text text-anchor="start" x="4030" y="-654" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="4043" y="-654" font-family="Helvetica,sans-Serif" font-size="10.00">CopyWithDType()</text>
+<text text-anchor="start" x="4030" y="-639" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="4043" y="-639" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
+<text text-anchor="start" x="4043" y="-628" font-family="Helvetica,sans-Serif" font-size="10.00">_REF_METHODS_NULLABLE()</text>
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+<polygon fill="#666666" stroke="#666666" points="4026,-709 4026,-709 4190,-709 4190,-709 4026,-709"/>
+<polygon fill="none" stroke="#666666" points="4026,-621 4026,-741 4190,-741 4190,-621 4026,-621"/>
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@@ -237,59 +237,29 @@
<g id="edge46_Node000001_Node000047" class="edge">
<title>Node1->Node47</title>
<g id="a_edge46_Node000001_Node000047"><a xlink:title=" ">
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-<!-- Node49 -->
-<g id="Node000049" class="node">
-<title>Node49</title>
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-<text text-anchor="start" x="4212" y="-595" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="4225" y="-595" font-family="Helvetica,sans-Serif" font-size="10.00">Constant()</text>
-<text text-anchor="start" x="4212" y="-580" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="4225" y="-580" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
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-<text text-anchor="start" x="4212" y="-554" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="4225" y="-554" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_DEFINE_OBJECT_REF</text>
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-<g id="edge48_Node000001_Node000049" class="edge">
-<title>Node1->Node49</title>
-<g id="a_edge48_Node000001_Node000049"><a xlink:title=" ">
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-<polygon fill="none" stroke="#666666" points="2821,-360 2821,-491 2985,-491 2985,-360 2821,-360"/>
+<polygon fill="white" stroke="transparent" points="2985,-538 2821,-538 2821,-407 2985,-407 2985,-538"/>
+<text text-anchor="start" x="2868" y="-525.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::PrimExpr</text>
+<text text-anchor="start" x="2825" y="-510.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="2838" y="-510.5" font-family="Helvetica,sans-Serif" font-size="10.00">_type_container_is</text>
+<text text-anchor="start" x="2838" y="-499.5" font-family="Helvetica,sans-Serif" font-size="10.00">_exact</text>
+<text text-anchor="start" x="2825" y="-484.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="2838" y="-484.5" font-family="Helvetica,sans-Serif" font-size="10.00">PrimExpr()</text>
+<text text-anchor="start" x="2825" y="-469.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="2838" y="-469.5" font-family="Helvetica,sans-Serif" font-size="10.00">PrimExpr()</text>
+<text text-anchor="start" x="2825" y="-454.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="2838" y="-454.5" font-family="Helvetica,sans-Serif" font-size="10.00">PrimExpr()</text>
+<text text-anchor="start" x="2825" y="-439.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="2838" y="-439.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
+<text text-anchor="start" x="2838" y="-428.5" font-family="Helvetica,sans-Serif" font-size="10.00">_REF_METHODS_NULLABLE()</text>
+<text text-anchor="start" x="2825" y="-413.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="2838" y="-413.5" font-family="Helvetica,sans-Serif" font-size="10.00">ConvertFallbackValue()</text>
+<polygon fill="#666666" stroke="#666666" points="2821,-520.5 2821,-520.5 2985,-520.5 2985,-520.5 2821,-520.5"/>
+<polygon fill="#666666" stroke="#666666" points="2821,-494.5 2821,-494.5 2836,-494.5 2836,-494.5 2821,-494.5"/>
+<polygon fill="#666666" stroke="#666666" points="2836,-494.5 2836,-494.5 2985,-494.5 2985,-494.5 2836,-494.5"/>
+<polygon fill="none" stroke="#666666" points="2821,-407 2821,-538 2985,-538 2985,-407 2821,-407"/>
</a>
</g>
</g>
@@ -540,8 +540,8 @@
<g id="edge3_Node000003_Node000004" class="edge">
<title>Node3->Node4</title>
<g id="a_edge3_Node000003_Node000004"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2964.78,-534.79C2956.88,-520.94 2948.22,-505.77 2939.96,-491.28"/>
-<polygon fill="none" stroke="#63b8ff" points="2961.86,-536.72 2969.85,-543.68 2967.94,-533.26 2961.86,-536.72"/>
+<path fill="none" stroke="#63b8ff" d="M2971.34,-628.59C2959.3,-601.25 2944.37,-567.37 2931.54,-538.26"/>
+<polygon fill="none" stroke="#63b8ff" points="2968.24,-630.22 2975.48,-637.96 2974.65,-627.4 2968.24,-630.22"/>
</a>
</g>
</g>
@@ -573,8 +573,8 @@
<g id="edge4_Node000004_Node000005" class="edge">
<title>Node4->Node5</title>
<g id="a_edge4_Node000004_Node000005"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.54,-424.69C2361.86,-425.11 422.9,-421.25 173,-324 159.56,-318.77 146.71,-310.67 135.12,-301.64"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.86,-428.19 2820.86,-424.68 2810.85,-421.19 2810.86,-428.19"/>
+<path fill="none" stroke="#63b8ff" d="M2810.51,-470.01C2361.71,-462.31 422.25,-423.47 173,-324 159.7,-318.69 146.96,-310.62 135.44,-301.65"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.78,-473.51 2820.83,-470.19 2810.9,-466.52 2810.78,-473.51"/>
</a>
</g>
</g>
@@ -612,8 +612,8 @@
<g id="edge5_Node000004_Node000006" class="edge">
<title>Node4->Node6</title>
<g id="a_edge5_Node000004_Node000006"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.79,-424.42C2381.18,-423.59 587.06,-414.66 355,-324 352,-322.83 349.04,-321.52 346.11,-320.08"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.98,-427.92 2820.99,-424.44 2810.99,-420.92 2810.98,-427.92"/>
+<path fill="none" stroke="#63b8ff" d="M2810.76,-469.63C2381.03,-460.46 586.43,-416.87 355,-324 352.01,-322.8 349.06,-321.47 346.14,-320.01"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.89,-473.14 2820.96,-469.85 2811.04,-466.14 2810.89,-473.14"/>
</a>
</g>
</g>
@@ -640,8 +640,8 @@
<g id="edge6_Node000004_Node000007" class="edge">
<title>Node4->Node7</title>
<g id="a_edge6_Node000004_Node000007"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.7,-424.12C2400.22,-421.96 751.21,-408.06 537,-324 513.82,-314.9 492.38,-297.31 476.13,-281.18"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.73,-427.62 2820.75,-424.17 2810.77,-420.62 2810.73,-427.62"/>
+<path fill="none" stroke="#63b8ff" d="M2810.67,-469.19C2400.07,-458.45 750.58,-410.26 537,-324 514.1,-314.75 492.83,-297.36 476.62,-281.38"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.63,-472.69 2820.72,-469.45 2810.82,-465.69 2810.63,-472.69"/>
</a>
</g>
</g>
@@ -673,8 +673,8 @@
<g id="edge9_Node000004_Node000010" class="edge">
<title>Node4->Node10</title>
<g id="a_edge9_Node000004_Node000010"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.82,-423.77C2420.57,-420.2 915.43,-401.48 719,-324 705.58,-318.71 692.74,-310.58 681.16,-301.54"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.91,-427.27 2820.94,-423.86 2810.97,-420.27 2810.91,-427.27"/>
+<path fill="none" stroke="#63b8ff" d="M2810.79,-468.68C2420.41,-456.29 914.83,-403.68 719,-324 705.74,-318.6 693.01,-310.49 681.5,-301.51"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.8,-472.18 2820.91,-469 2811.03,-465.19 2810.8,-472.18"/>
</a>
</g>
</g>
@@ -706,8 +706,8 @@
<g id="edge10_Node000004_Node000011" class="edge">
<title>Node4->Node11</title>
<g id="a_edge10_Node000004_Node000011"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.64,-423.35C2441.02,-418.28 1079.66,-394.9 901,-324 887.69,-318.72 874.95,-310.65 863.43,-301.69"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.72,-426.85 2820.77,-423.49 2810.81,-419.85 2810.72,-426.85"/>
+<path fill="none" stroke="#63b8ff" d="M2810.75,-472.23C2465.82,-473.82 1253.69,-468.77 901,-324 887.95,-318.64 875.41,-310.66 864.03,-301.83"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.96,-475.73 2820.95,-472.18 2810.93,-468.73 2810.96,-475.73"/>
</a>
</g>
</g>
@@ -739,8 +739,8 @@
<g id="edge11_Node000004_Node000012" class="edge">
<title>Node4->Node12</title>
<g id="a_edge11_Node000004_Node000012"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.74,-422.85C2463.11,-416.18 1243.99,-388.36 1083,-324 1069.7,-318.68 1056.97,-310.6 1045.45,-301.64"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.7,-426.35 2820.77,-423.04 2810.83,-419.35 2810.7,-426.35"/>
+<path fill="none" stroke="#63b8ff" d="M2810.52,-471.44C2485.84,-470.11 1400.47,-455.67 1083,-324 1069.97,-318.59 1057.43,-310.59 1046.06,-301.75"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.82,-474.95 2820.83,-471.48 2810.84,-467.95 2810.82,-474.95"/>
</a>
</g>
</g>
@@ -772,8 +772,8 @@
<g id="edge12_Node000004_Node000013" class="edge">
<title>Node4->Node13</title>
<g id="a_edge12_Node000004_Node000013"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.6,-422.24C2485.8,-413.83 1408.36,-381.82 1265,-324 1251.72,-318.64 1238.99,-310.55 1227.47,-301.57"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.82,-425.75 2820.91,-422.51 2811.01,-418.75 2810.82,-425.75"/>
+<path fill="none" stroke="#63b8ff" d="M2810.87,-470.49C2508.18,-466.04 1547.58,-442.68 1265,-324 1251.99,-318.54 1239.47,-310.51 1228.1,-301.66"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.88,-473.99 2820.93,-470.63 2810.98,-466.99 2810.88,-473.99"/>
</a>
</g>
</g>
@@ -805,8 +805,8 @@
<g id="edge13_Node000004_Node000014" class="edge">
<title>Node4->Node14</title>
<g id="a_edge13_Node000004_Node000014"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.36,-421.47C2509.62,-411.18 1572.79,-375.29 1447,-324 1433.93,-318.67 1421.39,-310.71 1410.01,-301.88"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.67,-424.98 2820.78,-421.83 2810.91,-417.99 2810.67,-424.98"/>
+<path fill="none" stroke="#63b8ff" d="M2810.72,-469.29C2530.71,-461.48 1694.72,-429.67 1447,-324 1434.02,-318.46 1421.52,-310.4 1410.15,-301.54"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.76,-472.79 2820.85,-469.57 2810.95,-465.8 2810.76,-472.79"/>
</a>
</g>
</g>
@@ -838,8 +838,8 @@
<g id="edge14_Node000004_Node000015" class="edge">
<title>Node4->Node15</title>
<g id="a_edge14_Node000004_Node000015"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.62,-424.54C2554.99,-423.49 1842.98,-412.48 1629,-324 1615.96,-318.61 1603.43,-310.61 1592.05,-301.78"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.98,-428.04 2820.99,-424.57 2811,-421.04 2810.98,-428.04"/>
+<path fill="none" stroke="#63b8ff" d="M2810.91,-467.77C2555.36,-456.33 1842.19,-416.75 1629,-324 1616.16,-318.41 1603.76,-310.38 1592.46,-301.59"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.76,-471.27 2820.91,-468.21 2811.07,-464.27 2810.76,-471.27"/>
</a>
</g>
</g>
@@ -871,8 +871,8 @@
<g id="edge15_Node000004_Node000016" class="edge">
<title>Node4->Node16</title>
<g id="a_edge15_Node000004_Node000016"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.34,-423.12C2580.62,-418.55 1990.5,-399.6 1811,-324 1798,-318.52 1785.48,-310.49 1774.11,-301.64"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.61,-426.62 2820.67,-423.32 2810.74,-419.62 2810.61,-426.62"/>
+<path fill="none" stroke="#63b8ff" d="M2811,-465.75C2581.61,-450.35 1989.91,-403.86 1811,-324 1798.3,-318.33 1786.02,-310.32 1774.8,-301.59"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.78,-469.24 2820.99,-466.42 2811.24,-462.26 2810.78,-469.24"/>
</a>
</g>
</g>
@@ -904,8 +904,8 @@
<g id="edge16_Node000004_Node000017" class="edge">
<title>Node4->Node17</title>
<g id="a_edge16_Node000004_Node000017"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.58,-421.15C2609.46,-412.76 2138.49,-386.84 1993,-324 1980.14,-318.45 1967.74,-310.43 1956.44,-301.64"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.69,-424.66 2820.82,-421.57 2810.97,-417.66 2810.69,-424.66"/>
+<path fill="none" stroke="#63b8ff" d="M2810.78,-462.91C2609.64,-443.15 2137.91,-391 1993,-324 1980.47,-318.21 1968.32,-310.2 1957.18,-301.51"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.44,-466.39 2820.74,-463.88 2811.13,-459.43 2810.44,-466.39"/>
</a>
</g>
</g>
@@ -937,8 +937,8 @@
<g id="edge17_Node000004_Node000018" class="edge">
<title>Node4->Node18</title>
<g id="a_edge17_Node000004_Node000018"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.73,-418.23C2641.12,-405.64 2286.89,-374.14 2175,-324 2162.31,-318.31 2150.03,-310.3 2138.82,-301.56"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.66,-421.73 2820.89,-418.98 2811.18,-414.75 2810.66,-421.73"/>
+<path fill="none" stroke="#63b8ff" d="M2810.9,-467.54C2667.99,-458.23 2387.2,-427.21 2175,-324 2162.87,-318.1 2151.03,-310.2 2140.12,-301.7"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.75,-471.03 2820.95,-468.17 2811.19,-464.05 2810.75,-471.03"/>
</a>
</g>
</g>
@@ -970,8 +970,8 @@
<g id="edge18_Node000004_Node000019" class="edge">
<title>Node4->Node19</title>
<g id="a_edge18_Node000004_Node000019"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.5,-421.96C2698.17,-415.69 2505.36,-394.52 2357,-324 2344.72,-318.16 2332.77,-310.24 2321.78,-301.68"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.61,-425.47 2820.78,-422.5 2810.98,-418.48 2810.61,-425.47"/>
+<path fill="none" stroke="#63b8ff" d="M2810.74,-459.26C2698.37,-441.57 2505.22,-402.04 2357,-324 2345.34,-317.86 2333.87,-310 2323.2,-301.65"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.27,-462.73 2820.69,-460.81 2811.35,-455.82 2810.27,-462.73"/>
</a>
</g>
</g>
@@ -1003,8 +1003,8 @@
<g id="edge19_Node000004_Node000020" class="edge">
<title>Node4->Node20</title>
<g id="a_edge19_Node000004_Node000020"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2810.71,-410.5C2734.54,-396.31 2625.34,-369.77 2539,-324 2527.36,-317.83 2515.89,-309.95 2505.23,-301.59"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.3,-413.98 2820.76,-412.34 2811.56,-407.1 2810.3,-413.98"/>
+<path fill="none" stroke="#63b8ff" d="M2811.1,-443.41C2735.1,-418.08 2625.94,-376.73 2539,-324 2528.27,-317.49 2517.52,-309.73 2507.37,-301.67"/>
+<polygon fill="none" stroke="#63b8ff" points="2810.07,-446.76 2820.66,-446.58 2812.27,-440.11 2810.07,-446.76"/>
</a>
</g>
</g>
@@ -1036,8 +1036,8 @@
<g id="edge20_Node000004_Node000021" class="edge">
<title>Node4->Node21</title>
<g id="a_edge20_Node000004_Node000021"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2811.62,-378.7C2781.95,-362.61 2749.38,-343.63 2721,-324 2711.1,-317.15 2701.02,-309.43 2691.34,-301.58"/>
-<polygon fill="none" stroke="#63b8ff" points="2810.26,-381.94 2820.73,-383.59 2813.58,-375.77 2810.26,-381.94"/>
+<path fill="none" stroke="#63b8ff" d="M2814.56,-400.54C2784.72,-376.41 2751.3,-349.17 2721,-324 2712.38,-316.84 2703.35,-309.25 2694.46,-301.73"/>
+<polygon fill="none" stroke="#63b8ff" points="2812.49,-403.37 2822.47,-406.94 2816.89,-397.93 2812.49,-403.37"/>
</a>
</g>
</g>
@@ -1069,8 +1069,8 @@
<g id="edge21_Node000004_Node000022" class="edge">
<title>Node4->Node22</title>
<g id="a_edge21_Node000004_Node000022"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2865.39,-350.93C2856.97,-334.46 2848.18,-317.27 2840.22,-301.69"/>
-<polygon fill="none" stroke="#63b8ff" points="2862.35,-352.68 2870.02,-359.99 2868.58,-349.49 2862.35,-352.68"/>
+<path fill="none" stroke="#63b8ff" d="M2872.95,-397.21C2860.35,-366.05 2845.96,-330.46 2834.32,-301.69"/>
+<polygon fill="none" stroke="#63b8ff" points="2869.81,-398.76 2876.8,-406.72 2876.3,-396.14 2869.81,-398.76"/>
</a>
</g>
</g>
@@ -1102,8 +1102,8 @@
<g id="edge22_Node000004_Node000023" class="edge">
<title>Node4->Node23</title>
<g id="a_edge22_Node000004_Node000023"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2940.61,-350.93C2949.03,-334.46 2957.82,-317.27 2965.78,-301.69"/>
-<polygon fill="none" stroke="#63b8ff" points="2937.42,-349.49 2935.98,-359.99 2943.65,-352.68 2937.42,-349.49"/>
+<path fill="none" stroke="#63b8ff" d="M2933.05,-397.21C2945.65,-366.05 2960.04,-330.46 2971.68,-301.69"/>
+<polygon fill="none" stroke="#63b8ff" points="2929.7,-396.14 2929.2,-406.72 2936.19,-398.76 2929.7,-396.14"/>
</a>
</g>
</g>
@@ -1135,8 +1135,8 @@
<g id="edge23_Node000004_Node000024" class="edge">
<title>Node4->Node24</title>
<g id="a_edge23_Node000004_Node000024"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2993.72,-360.15C2993.81,-360.1 2993.91,-360.05 2994,-360 3032.24,-339.28 3047.72,-346.4 3085,-324 3095.85,-317.48 3106.7,-309.67 3116.92,-301.55"/>
-<polygon fill="none" stroke="#63b8ff" points="2992.01,-357.1 2985.02,-365.07 2995.45,-363.19 2992.01,-357.1"/>
+<path fill="none" stroke="#63b8ff" d="M2953.04,-399.02C2965.24,-384.77 2979.11,-370.89 2994,-360 3029.11,-334.32 3047.72,-346.4 3085,-324 3095.85,-317.48 3106.7,-309.67 3116.92,-301.55"/>
+<polygon fill="none" stroke="#63b8ff" points="2950.15,-397.02 2946.44,-406.95 2955.53,-401.5 2950.15,-397.02"/>
</a>
</g>
</g>
@@ -1168,8 +1168,8 @@
<g id="edge24_Node000004_Node000025" class="edge">
<title>Node4->Node25</title>
<g id="a_edge24_Node000004_Node000025"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2994.67,-360.21C3110.47,-318.31 3158.12,-372.4 3267,-324 3279.7,-318.35 3291.99,-310.35 3303.21,-301.62"/>
-<polygon fill="none" stroke="#63b8ff" points="2993.22,-357.02 2985.1,-363.83 2995.7,-363.57 2993.22,-357.02"/>
+<path fill="none" stroke="#63b8ff" d="M2948.74,-398.96C2961.58,-383.83 2976.81,-369.59 2994,-360 3100.89,-300.39 3155.17,-373.71 3267,-324 3279.7,-318.35 3291.99,-310.35 3303.21,-301.62"/>
+<polygon fill="none" stroke="#63b8ff" points="2945.85,-396.96 2942.24,-406.93 2951.27,-401.39 2945.85,-396.96"/>
</a>
</g>
</g>
@@ -1201,8 +1201,8 @@
<g id="edge25_Node000004_Node000026" class="edge">
<title>Node4->Node26</title>
<g id="a_edge25_Node000004_Node000026"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M2994.59,-360.25C3187.21,-294.38 3264.57,-400.29 3449,-324 3462.04,-318.61 3474.57,-310.61 3485.95,-301.77"/>
-<polygon fill="none" stroke="#63b8ff" points="2993.29,-357 2985.03,-363.63 2995.62,-363.6 2993.29,-357"/>
+<path fill="none" stroke="#63b8ff" d="M2947.97,-398.8C2960.91,-383.51 2976.38,-369.23 2994,-360 3173.68,-265.85 3261.55,-401.54 3449,-324 3462.04,-318.61 3474.57,-310.61 3485.95,-301.77"/>
+<polygon fill="none" stroke="#63b8ff" points="2945.01,-396.89 2941.44,-406.86 2950.45,-401.3 2945.01,-396.89"/>
</a>
</g>
</g>
@@ -1234,8 +1234,8 @@
<g id="edge26_Node000004_Node000027" class="edge">
<title>Node4->Node27</title>
<g id="a_edge26_Node000004_Node000027"><a xlink:title=" ">
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@@ -1267,8 +1267,8 @@
<g id="edge27_Node000004_Node000028" class="edge">
<title>Node4->Node28</title>
<g id="a_edge27_Node000004_Node000028"><a xlink:title=" ">
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@@ -1300,8 +1300,8 @@
<g id="edge28_Node000004_Node000029" class="edge">
<title>Node4->Node29</title>
<g id="a_edge28_Node000004_Node000029"><a xlink:title=" ">
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@@ -1333,8 +1333,8 @@
<g id="edge29_Node000004_Node000030" class="edge">
<title>Node4->Node30</title>
<g id="a_edge29_Node000004_Node000030"><a xlink:title=" ">
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@@ -1371,8 +1371,8 @@
<g id="edge30_Node000004_Node000031" class="edge">
<title>Node4->Node31</title>
<g id="a_edge30_Node000004_Node000031"><a xlink:title=" ">
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@@ -1404,8 +1404,8 @@
<g id="edge31_Node000004_Node000032" class="edge">
<title>Node4->Node32</title>
<g id="a_edge31_Node000004_Node000032"><a xlink:title=" ">
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@@ -1437,8 +1437,8 @@
<g id="edge32_Node000004_Node000033" class="edge">
<title>Node4->Node33</title>
<g id="a_edge32_Node000004_Node000033"><a xlink:title=" ">
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@@ -1470,8 +1470,8 @@
<g id="edge33_Node000004_Node000034" class="edge">
<title>Node4->Node34</title>
<g id="a_edge33_Node000004_Node000034"><a xlink:title=" ">
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@@ -1503,8 +1503,8 @@
<g id="edge34_Node000004_Node000035" class="edge">
<title>Node4->Node35</title>
<g id="a_edge34_Node000004_Node000035"><a xlink:title=" ">
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@@ -1540,8 +1540,8 @@
<g id="edge35_Node000004_Node000036" class="edge">
<title>Node4->Node36</title>
<g id="a_edge35_Node000004_Node000036"><a xlink:title=" ">
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</a>
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@@ -1573,8 +1573,8 @@
<g id="edge36_Node000004_Node000037" class="edge">
<title>Node4->Node37</title>
<g id="a_edge36_Node000004_Node000037"><a xlink:title=" ">
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@@ -1606,8 +1606,8 @@
<g id="edge37_Node000004_Node000038" class="edge">
<title>Node4->Node38</title>
<g id="a_edge37_Node000004_Node000038"><a xlink:title=" ">
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@@ -1679,22 +1679,22 @@
<g id="Node000040" class="node">
<title>Node40</title>
<g id="a_Node000040"><a xlink:href="classtvm_1_1relax_1_1ExternFunc.html" target="_top" xlink:title=" ">
-<polygon fill="white" stroke="transparent" points="3167,-483.5 3003,-483.5 3003,-367.5 3167,-367.5 3167,-483.5"/>
-<text text-anchor="start" x="3029.5" y="-471.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relax::ExternFunc</text>
-<text text-anchor="start" x="3083" y="-456.5" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
-<text text-anchor="start" x="3007" y="-441.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="3020" y="-441.5" font-family="Helvetica,sans-Serif" font-size="10.00">ExternFunc()</text>
-<text text-anchor="start" x="3007" y="-426.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="3020" y="-426.5" font-family="Helvetica,sans-Serif" font-size="10.00">ExternFunc()</text>
-<text text-anchor="start" x="3007" y="-411.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="3020" y="-411.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
-<text text-anchor="start" x="3020" y="-400.5" font-family="Helvetica,sans-Serif" font-size="10.00">_REF_METHODS_NULLABLE()</text>
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-<text text-anchor="start" x="3020" y="-385.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_DEFINE_OBJECT_REF</text>
-<text text-anchor="start" x="3020" y="-374.5" font-family="Helvetica,sans-Serif" font-size="10.00">_COW_METHOD()</text>
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-<polygon fill="#666666" stroke="#666666" points="3003,-451.5 3003,-451.5 3167,-451.5 3167,-451.5 3003,-451.5"/>
-<polygon fill="none" stroke="#666666" points="3003,-367.5 3003,-483.5 3167,-483.5 3167,-367.5 3003,-367.5"/>
+<polygon fill="white" stroke="transparent" points="3167,-530.5 3003,-530.5 3003,-414.5 3167,-414.5 3167,-530.5"/>
+<text text-anchor="start" x="3029.5" y="-518.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relax::ExternFunc</text>
+<text text-anchor="start" x="3083" y="-503.5" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
+<text text-anchor="start" x="3007" y="-488.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3020" y="-488.5" font-family="Helvetica,sans-Serif" font-size="10.00">ExternFunc()</text>
+<text text-anchor="start" x="3007" y="-473.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3020" y="-473.5" font-family="Helvetica,sans-Serif" font-size="10.00">ExternFunc()</text>
+<text text-anchor="start" x="3007" y="-458.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3020" y="-458.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
+<text text-anchor="start" x="3020" y="-447.5" font-family="Helvetica,sans-Serif" font-size="10.00">_REF_METHODS_NULLABLE()</text>
+<text text-anchor="start" x="3007" y="-432.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3020" y="-432.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_DEFINE_OBJECT_REF</text>
+<text text-anchor="start" x="3020" y="-421.5" font-family="Helvetica,sans-Serif" font-size="10.00">_COW_METHOD()</text>
+<polygon fill="#666666" stroke="#666666" points="3003,-513.5 3003,-513.5 3167,-513.5 3167,-513.5 3003,-513.5"/>
+<polygon fill="#666666" stroke="#666666" points="3003,-498.5 3003,-498.5 3167,-498.5 3167,-498.5 3003,-498.5"/>
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@@ -1702,8 +1702,8 @@
<g id="edge39_Node000039_Node000040" class="edge">
<title>Node39->Node40</title>
<g id="a_edge39_Node000039_Node000040"><a xlink:title=" ">
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-<polygon fill="none" stroke="#63b8ff" points="3151.31,-549.79 3159.31,-556.75 3157.39,-546.32 3151.31,-549.79"/>
+<path fill="none" stroke="#63b8ff" d="M3159.09,-641.62C3145.34,-610.42 3125.74,-565.94 3110.15,-530.57"/>
+<polygon fill="none" stroke="#63b8ff" points="3155.92,-643.11 3163.15,-650.85 3162.33,-640.29 3155.92,-643.11"/>
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@@ -1711,22 +1711,22 @@
<g id="Node000041" class="node">
<title>Node41</title>
<g id="a_Node000041"><a xlink:href="classtvm_1_1relax_1_1Function.html" target="_top" xlink:title=" ">
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-<text text-anchor="start" x="3189" y="-441.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="3202" y="-441.5" font-family="Helvetica,sans-Serif" font-size="10.00">Function()</text>
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-<text text-anchor="start" x="3202" y="-426.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
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-<text text-anchor="start" x="3189" y="-400.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="3202" y="-400.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_DEFINE_OBJECT_REF</text>
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-<text text-anchor="start" x="3189" y="-374.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="3202" y="-374.5" font-family="Helvetica,sans-Serif" font-size="10.00">CreateEmpty()</text>
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-<polygon fill="#666666" stroke="#666666" points="3185,-451.5 3185,-451.5 3349,-451.5 3349,-451.5 3185,-451.5"/>
-<polygon fill="none" stroke="#666666" points="3185,-367.5 3185,-483.5 3349,-483.5 3349,-367.5 3185,-367.5"/>
+<polygon fill="white" stroke="transparent" points="3349,-530.5 3185,-530.5 3185,-414.5 3349,-414.5 3349,-530.5"/>
+<text text-anchor="start" x="3218" y="-518.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relax::Function</text>
+<text text-anchor="start" x="3265" y="-503.5" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
+<text text-anchor="start" x="3189" y="-488.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3202" y="-488.5" font-family="Helvetica,sans-Serif" font-size="10.00">Function()</text>
+<text text-anchor="start" x="3189" y="-473.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3202" y="-473.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
+<text text-anchor="start" x="3202" y="-462.5" font-family="Helvetica,sans-Serif" font-size="10.00">_REF_METHODS_NULLABLE()</text>
+<text text-anchor="start" x="3189" y="-447.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3202" y="-447.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_DEFINE_OBJECT_REF</text>
+<text text-anchor="start" x="3202" y="-436.5" font-family="Helvetica,sans-Serif" font-size="10.00">_COW_METHOD()</text>
+<text text-anchor="start" x="3189" y="-421.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="3202" y="-421.5" font-family="Helvetica,sans-Serif" font-size="10.00">CreateEmpty()</text>
+<polygon fill="#666666" stroke="#666666" points="3185,-513.5 3185,-513.5 3349,-513.5 3349,-513.5 3185,-513.5"/>
+<polygon fill="#666666" stroke="#666666" points="3185,-498.5 3185,-498.5 3349,-498.5 3349,-498.5 3185,-498.5"/>
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@@ -1734,8 +1734,8 @@
<g id="edge40_Node000039_Node000041" class="edge">
<title>Node39->Node41</title>
<g id="a_edge40_Node000039_Node000041"><a xlink:title=" ">
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<title>Node8</title>
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+<text text-anchor="start" x="886" y="-160" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relax::AnyTypeNode</text>
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+<text text-anchor="start" x="874" y="-130" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="887" y="-130" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DECLARE_OBJECT</text>
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<title>Node9</title>
<g id="a_Node000009"><a xlink:href="classtvm_1_1relax_1_1FuncTypeNode.html" target="_top" xlink:title="Function type information.">
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+<text text-anchor="start" x="1061" y="-130" font-family="Helvetica,sans-Serif" font-size="10.00">purity</text>
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<title>Node1->Node9</title>
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<g id="Node000010" class="node">
<title>Node10</title>
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+<text text-anchor="start" x="1224" y="-160" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relax::PackedFuncTypeNode</text>
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+<text text-anchor="start" x="1226.5" y="-130" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="1243" y="-130" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DECLARE_OBJECT</text>
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+<text text-anchor="start" x="1243" y="-104" font-family="Helvetica,sans-Serif" font-size="10.00">RegisterReflection()</text>
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<title>Node1->Node10</title>
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<title>Node11</title>
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+<text text-anchor="start" x="1418.5" y="-175" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relax::ShapeTypeNode</text>
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+<text text-anchor="start" x="1425" y="-160" font-family="Helvetica,sans-Serif" font-size="10.00">values</text>
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+<text text-anchor="start" x="1425" y="-115" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DECLARE_OBJECT</text>
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+<text text-anchor="start" x="1425" y="-89" font-family="Helvetica,sans-Serif" font-size="10.00">RegisterReflection()</text>
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<title>Node1->Node11</title>
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<title>Node12</title>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResult-members.html b/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResult-members.html
index ce7baca6aea..397f77deebe 100644
--- a/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResult-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResult-members.html
@@ -79,7 +79,7 @@ $(function() {
<p>This is the complete list of members for <a class="el" href="classtvm_1_1relax_1_1MatchResult.html">tvm::relax::MatchResult</a>, including all inherited members.</p>
<table class="directory">
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResult.html#a1742de22fe231a63bdff4a18b597d581">MatchResult</a>(TIRPattern pattern, ffi::Array< PrimExpr > symbol_values, ffi::Array< tirx::Buffer > matched_buffers)</td><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResult.html">tvm::relax::MatchResult</a></td><td class="entry"><span class="mlabel">explicit</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResult.html#a75173f8c2f5a42037aa4d14b597abaa6">MatchResult</a>(TIRPattern pattern, ffi::Array< PrimExpr > symbol_values, ffi::Array< tirx::BufferVar > matched_buffers)</td><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResult.html">tvm::relax::MatchResult</a></td><td class="entry"><span class="mlabel">explicit</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResult.html#ad71f1b7b2cdcb46b815a750b5cc558ae">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a>(MatchResult, ffi::ObjectRef, MatchResultNode)</td><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResult.html">tvm::relax::MatchResult</a></td><td class="entry"></td></tr>
</table></div><!-- contents -->
<!-- start footer part -->
diff --git a/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResult.html b/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResult.html
index 22bd3ca2334..3f3dd82eaab 100644
--- a/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResult.html
+++ b/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResult.html
@@ -97,17 +97,17 @@ Collaboration diagram for tvm::relax::MatchResult:</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
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-<tr class="memdesc:a1742de22fe231a63bdff4a18b597d581"><td class="mdescLeft"> </td><td class="mdescRight">Constructor. <br /></td></tr>
-<tr class="separator:a1742de22fe231a63bdff4a18b597d581"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a75173f8c2f5a42037aa4d14b597abaa6" id="r_a75173f8c2f5a42037aa4d14b597abaa6"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relax_1_1MatchResult.html#a75173f8c2f5a42037aa4d14b597abaa6">MatchResult</a> (<a class="el" href="namespacetvm_1_1relax.html#a70921aac7ab24af7a88029c59a75b853">TIRPattern</a> pattern, ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > [...]
+<tr class="memdesc:a75173f8c2f5a42037aa4d14b597abaa6"><td class="mdescLeft"> </td><td class="mdescRight">Constructor. <br /></td></tr>
+<tr class="separator:a75173f8c2f5a42037aa4d14b597abaa6"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:ad71f1b7b2cdcb46b815a750b5cc558ae" id="r_ad71f1b7b2cdcb46b815a750b5cc558ae"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relax_1_1MatchResult.html#ad71f1b7b2cdcb46b815a750b5cc558ae">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a> (<a class="el" href="classtvm_1_1relax_1_1MatchResult.html">MatchResult</a>, ffi::ObjectRef, <a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html [...]
<tr class="separator:ad71f1b7b2cdcb46b815a750b5cc558ae"><td class="memSeparator" colspan="2"> </td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Managed reference to <a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html">MatchResultNode</a>. </p>
</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
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-<h2 class="memtitle"><span class="permalink"><a href="#a1742de22fe231a63bdff4a18b597d581">◆ </a></span>MatchResult()</h2>
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+<h2 class="memtitle"><span class="permalink"><a href="#a75173f8c2f5a42037aa4d14b597abaa6">◆ </a></span>MatchResult()</h2>
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@@ -130,7 +130,7 @@ Public Member Functions</h2></td></tr>
<tr>
<td class="paramkey"></td>
<td></td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tirx::Buffer</a> > </td>
+ <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tirx::BufferVar</a> > </td>
<td class="paramname"><em>matched_buffers</em> </td>
</tr>
<tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResultNode-members.html b/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResultNode-members.html
index de5894274c7..4287066a86a 100644
--- a/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResultNode-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResultNode-members.html
@@ -79,7 +79,7 @@ $(function() {
<p>This is the complete list of members for <a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html">tvm::relax::MatchResultNode</a>, including all inherited members.</p>
<table class="directory">
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html#aee2fac7989e54bc48d714d23c2471450">matched_buffers</a></td><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html">tvm::relax::MatchResultNode</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html#a970fbd89f61ee93530baa86b6a0baefe">matched_buffers</a></td><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html">tvm::relax::MatchResultNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html#a4393bccba63e5da3b9ad81f1b5ccf754">pattern</a></td><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html">tvm::relax::MatchResultNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html#a6062bc4f34198ac99ab39483841dfef9">RegisterReflection</a>()</td><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html">tvm::relax::MatchResultNode</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">static</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html#aee8f1bcb6a6ec2c991618b669f3fc996">symbol_values</a></td><td class="entry"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html">tvm::relax::MatchResultNode</a></td><td class="entry"></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResultNode.html b/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResultNode.html
index f9ce72908ca..c35778b6ae0 100644
--- a/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResultNode.html
+++ b/docs/reference/api/doxygen/classtvm_1_1relax_1_1MatchResultNode.html
@@ -111,9 +111,9 @@ Public Attributes</h2></td></tr>
<tr class="memitem:aee8f1bcb6a6ec2c991618b669f3fc996" id="r_aee8f1bcb6a6ec2c991618b669f3fc996"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html#aee8f1bcb6a6ec2c991618b669f3fc996">symbol_values</a></td></tr>
<tr class="memdesc:aee8f1bcb6a6ec2c991618b669f3fc996"><td class="mdescLeft"> </td><td class="mdescRight">The evaluated values of symbolic vars. <br /></td></tr>
<tr class="separator:aee8f1bcb6a6ec2c991618b669f3fc996"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:aee2fac7989e54bc48d714d23c2471450" id="r_aee2fac7989e54bc48d714d23c2471450"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tirx::Buffer</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html#aee2fac7989e54bc48d714d23c2471450">matched_buffers</a></td></tr>
-<tr class="memdesc:aee2fac7989e54bc48d714d23c2471450"><td class="mdescLeft"> </td><td class="mdescRight">The matched buffers of input and output. <br /></td></tr>
-<tr class="separator:aee2fac7989e54bc48d714d23c2471450"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a970fbd89f61ee93530baa86b6a0baefe" id="r_a970fbd89f61ee93530baa86b6a0baefe"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tirx::BufferVar</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relax_1_1MatchResultNode.html#a970fbd89f61ee93530baa86b6a0baefe">matched_buffers</a></td></tr>
+<tr class="memdesc:a970fbd89f61ee93530baa86b6a0baefe"><td class="mdescLeft"> </td><td class="mdescRight">The matched buffers of input and output. <br /></td></tr>
+<tr class="separator:a970fbd89f61ee93530baa86b6a0baefe"><td class="memSeparator" colspan="2"> </td></tr>
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<h2 class="groupheader">Member Function Documentation</h2>
<a id="a6062bc4f34198ac99ab39483841dfef9" name="a6062bc4f34198ac99ab39483841dfef9"></a>
@@ -176,14 +176,14 @@ Public Attributes</h2></td></tr>
</div>
</div>
<h2 class="groupheader">Member Data Documentation</h2>
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-<h2 class="memtitle"><span class="permalink"><a href="#aee2fac7989e54bc48d714d23c2471450">◆ </a></span>matched_buffers</h2>
+<a id="a970fbd89f61ee93530baa86b6a0baefe" name="a970fbd89f61ee93530baa86b6a0baefe"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a970fbd89f61ee93530baa86b6a0baefe">◆ </a></span>matched_buffers</h2>
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- <td class="memname">ffi::Array<<a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tirx::Buffer</a>> tvm::relax::MatchResultNode::matched_buffers</td>
+ <td class="memname">ffi::Array<<a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tirx::BufferVar</a>> tvm::relax::MatchResultNode::matched_buffers</td>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1AllocBufferFrameNode-members.html b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1AllocBufferFrameNode-members.html
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Collaboration diagram for tvm::script::ir_builder::tirx::AllocBufferFrameNode:</div>
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<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
@@ -130,9 +130,9 @@ Static Public Member Functions</h2></td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-attribs" name="pub-attribs"></a>
Public Attributes</h2></td></tr>
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<h2 class="groupheader">Member Data Documentation</h2>
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+ <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a> tvm::script::ir_builder::tirx::AllocBufferFrameNode::buffer</td>
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<g id="edge2_Node000002_Node000003" class="edge">
<title>Node3->Node2</title>
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+<text text-anchor="start" x="54" y="-672.5" font-family="Helvetica,sans-Serif" font-size="10.00">ffi::Object</text>
+<text text-anchor="start" x="76" y="-657.5" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
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<g id="edge3_Node000003_Node000004" class="edge">
<title>Node4->Node3</title>
<g id="a_edge3_Node000003_Node000004"><a xlink:title=" ">
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-<polygon fill="none" stroke="#63b8ff" points="74.5,-571.75 78,-581.75 81.5,-571.75 74.5,-571.75"/>
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+<polygon fill="none" stroke="#63b8ff" points="74.5,-625.79 78,-635.79 81.5,-625.79 74.5,-625.79"/>
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<g id="Node000005" class="node">
<title>Node5</title>
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+<text text-anchor="start" x="213" y="-274.5" font-family="Helvetica,sans-Serif" font-size="10.00">var()</text>
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<g id="Node000006" class="node">
<title>Node6</title>
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-<polygon fill="none" stroke="#666666" points="198,-440 198,-489 272,-489 272,-440 198,-440"/>
+<g id="a_Node000006"><a xlink:href="classtvm_1_1Var.html" target="_top" xlink:title="Managed reference to VarNode.">
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<g id="edge5_Node000005_Node000006" class="edge">
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+<path fill="none" stroke="#63b8ff" d="M254.79,-420.39C254.53,-405.5 254.24,-389.4 253.96,-373.36"/>
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+</g>
+<!-- Node7 -->
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+<title>Node7</title>
+<g id="a_Node000007"><a xlink:href="classtvm_1_1Expr.html" target="_top" xlink:title="Managed reference to ExprNode.">
+<polygon fill="white" stroke="transparent" points="338,-713 174,-713 174,-608 338,-608 338,-713"/>
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+<text text-anchor="start" x="178" y="-670.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
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+<text text-anchor="start" x="191" y="-655.5" font-family="Helvetica,sans-Serif" font-size="10.00">operator!=()</text>
+<text text-anchor="start" x="178" y="-640.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="191" y="-640.5" font-family="Helvetica,sans-Serif" font-size="10.00">operator<()</text>
+<text text-anchor="start" x="178" y="-625.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="191" y="-625.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DEFINE_OBJECT</text>
+<text text-anchor="start" x="191" y="-614.5" font-family="Helvetica,sans-Serif" font-size="10.00">_REF_METHODS_NULLABLE()</text>
+<polygon fill="#666666" stroke="#666666" points="174,-695.5 174,-695.5 338,-695.5 338,-695.5 174,-695.5"/>
+<polygon fill="#666666" stroke="#666666" points="174,-680.5 174,-680.5 338,-680.5 338,-680.5 174,-680.5"/>
+<polygon fill="none" stroke="#666666" points="174,-608 174,-713 338,-713 338,-608 174,-608"/>
+</a>
+</g>
+</g>
+<!-- Node7->Node6 -->
+<g id="edge6_Node000006_Node000007" class="edge">
+<title>Node7->Node6</title>
+<g id="a_edge6_Node000006_Node000007"><a xlink:title=" ">
+<path fill="none" stroke="#63b8ff" d="M256,-597.36C256,-582.12 256,-565.85 256,-550.74"/>
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+</a>
+</g>
+</g>
+<!-- Node8 -->
+<g id="Node000008" class="node">
+<title>Node8</title>
+<g id="a_Node000008"><a xlink:title=" ">
+<polygon fill="white" stroke="transparent" points="293,-799 219,-799 219,-750 293,-750 293,-799"/>
+<text text-anchor="start" x="224" y="-786.5" font-family="Helvetica,sans-Serif" font-size="10.00">ffi::ObjectRef</text>
+<text text-anchor="start" x="254" y="-771.5" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
+<text text-anchor="start" x="254" y="-756.5" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
+<polygon fill="#666666" stroke="#666666" points="219,-781.5 219,-781.5 293,-781.5 293,-781.5 219,-781.5"/>
+<polygon fill="#666666" stroke="#666666" points="219,-766.5 219,-766.5 293,-766.5 293,-766.5 219,-766.5"/>
+<polygon fill="none" stroke="#666666" points="219,-750 219,-799 293,-799 293,-750 219,-750"/>
+</a>
+</g>
+</g>
+<!-- Node8->Node7 -->
+<g id="edge7_Node000007_Node000008" class="edge">
+<title>Node8->Node7</title>
+<g id="a_edge7_Node000007_Node000008"><a xlink:title=" ">
+<path fill="none" stroke="#63b8ff" d="M256,-739.7C256,-731.38 256,-722.28 256,-713.33"/>
+<polygon fill="none" stroke="#63b8ff" points="252.5,-739.75 256,-749.75 259.5,-739.75 252.5,-739.75"/>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode-members.html b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode-members.html
index 1d0f80423a6..623c8b34cc0 100644
--- a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode-members.html
@@ -91,7 +91,7 @@ $(function() {
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html#a39cb0ad5038bf2dd3db41c856b1f1575">TVM_FFI_DECLARE_OBJECT_INFO</a>("script.ir_builder.tirx.TIRFrame", TIRFrameNode, IRBuilderFrameNode)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html">tvm::script::ir_builder::tirx::TIRFrameNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#a05b026329132b684f964a125f90dd117">tvm::script::ir_builder::IRBuilderFrameNode::TVM_FFI_DECLARE_OBJECT_INFO</a>("script.ir_builder.IRBuilderFrame", IRBuilderFrameNode, ffi::Object)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html#a91606ea8a7183f2e1c51b8fe84f01586">TVM_FFI_DECLARE_OBJECT_INFO_FINAL</a>("script.ir_builder.tirx.ComposeOpFrame", ComposeOpFrameNode, TIRFrameNode)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html">tvm::script::ir_builder::tirx::ComposeOpFrameNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html#a871c25d087b6ec455172421a79b26e99">workspace</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html">tvm::script::ir_builder::tirx::ComposeOpFrameNode</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html#a10bd649ffcb237323478f7dcf3b944e0">workspace</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html">tvm::script::ir_builder::tirx::ComposeOpFrameNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#a8e61799eac4e806aef5a87d07943883d">~IRBuilderFrameNode</a>()=default</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
</table></div><!-- contents -->
<!-- start footer part -->
diff --git a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html
index 9b81267e260..cf339b958a3 100644
--- a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html
+++ b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html
@@ -130,9 +130,9 @@ Static Public Member Functions</h2></td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-attribs" name="pub-attribs"></a>
Public Attributes</h2></td></tr>
-<tr class="memitem:a871c25d087b6ec455172421a79b26e99" id="r_a871c25d087b6ec455172421a79b26e99"><td class="memItemLeft" align="right" valign="top">ffi::Map< ffi::String, <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html#a871c25d087b6ec455172421a79b26e99">workspace</a></td></tr>
-<tr class="memdesc:a871c25d087b6ec455172421a79b26e99"><td class="mdescLeft"> </td><td class="mdescRight">The workspace of the compose op. <br /></td></tr>
-<tr class="separator:a871c25d087b6ec455172421a79b26e99"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a10bd649ffcb237323478f7dcf3b944e0" id="r_a10bd649ffcb237323478f7dcf3b944e0"><td class="memItemLeft" align="right" valign="top">ffi::Map< ffi::String, <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html#a10bd649ffcb237323478f7dcf3b944e0">workspace</a></td></tr>
+<tr class="memdesc:a10bd649ffcb237323478f7dcf3b944e0"><td class="mdescLeft"> </td><td class="mdescRight">The workspace of the compose op. <br /></td></tr>
+<tr class="separator:a10bd649ffcb237323478f7dcf3b944e0"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:adb786ca133db7faedde8b6a86626d422" id="r_adb786ca133db7faedde8b6a86626d422"><td class="memItemLeft" align="right" valign="top">ffi::Map< ffi::String, ffi::Any > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1ComposeOpFrameNode.html#adb786ca133db7faedde8b6a86626d422">config</a></td></tr>
<tr class="memdesc:adb786ca133db7faedde8b6a86626d422"><td class="mdescLeft"> </td><td class="mdescRight">The config of the compose op. <br /></td></tr>
<tr class="separator:adb786ca133db7faedde8b6a86626d422"><td class="memSeparator" colspan="2"> </td></tr>
@@ -277,14 +277,14 @@ Additional Inherited Members</h2></td></tr>
</div>
</div>
-<a id="a871c25d087b6ec455172421a79b26e99" name="a871c25d087b6ec455172421a79b26e99"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a871c25d087b6ec455172421a79b26e99">◆ </a></span>workspace</h2>
+<a id="a10bd649ffcb237323478f7dcf3b944e0" name="a10bd649ffcb237323478f7dcf3b944e0"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a10bd649ffcb237323478f7dcf3b944e0">◆ </a></span>workspace</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
- <td class="memname">ffi::Map<ffi::String, <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a>> tvm::script::ir_builder::tirx::ComposeOpFrameNode::workspace</td>
+ <td class="memname">ffi::Map<ffi::String, <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a>> tvm::script::ir_builder::tirx::ComposeOpFrameNode::workspace</td>
</tr>
</table>
</div><div class="memdoc">
diff --git a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode-members.html b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode-members.html
index 361fe2593e2..cb43dec8c59 100644
--- a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode-members.html
@@ -82,16 +82,17 @@ $(function() {
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#a174fb590c4fb0d8e7126d038e405052b">_type_mutable</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#ada273813a289507af066ec2aecf11e9b">AddCallback</a>(ffi::TypedFunction< void()> callback)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#a4f4d184353dfb549b57c432fd9f7658f">allocated</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html">tvm::script::ir_builder::tirx::DeclBufferFrameNode</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#abd596017763d3d255ef2c454304b5cfc">buffer</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html">tvm::script::ir_builder::tirx::DeclBufferFrameNode</a></td><td class="entry"></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#a54abd31e4f45384ad677d5db9b5f4d4a">buffer</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html">tvm::script::ir_builder::tirx::DeclBufferFrameNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#a45f552bb19d593f4ecc4b3b5d69cf8dc">callbacks</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#ab3aaced994da313ebabad6b955332f14">EnterWithScope</a>()</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#abb6395a94402e4aa875e8bc242cf63e5">ExitWithScope</a>() final</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html">tvm::script::ir_builder::tirx::DeclBufferFrameNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#a1dfee494220fe963b9a3de373f7d6e07">RegisterReflection</a>()</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html">tvm::script::ir_builder::tirx::DeclBufferFrameNode</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">static</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html#a776930fd20b0f6d935f1ea97b29805dd">stmts</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html">tvm::script::ir_builder::tirx::TIRFrameNode</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html#a39cb0ad5038bf2dd3db41c856b1f1575">TVM_FFI_DECLARE_OBJECT_INFO</a>("script.ir_builder.tirx.TIRFrame", TIRFrameNode, IRBuilderFrameNode)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html">tvm::script::ir_builder::tirx::TIRFrameNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#a05b026329132b684f964a125f90dd117">tvm::script::ir_builder::IRBuilderFrameNode::TVM_FFI_DECLARE_OBJECT_INFO</a>("script.ir_builder.IRBuilderFrame", IRBuilderFrameNode, ffi::Object)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#acba19e94b07f6a0f42855e75b9f67243">TVM_FFI_DECLARE_OBJECT_INFO_FINAL</a>("script.ir_builder.tirx.DeclBufferFrame", DeclBufferFrameNode, TIRFrameNode)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html">tvm::script::ir_builder::tirx::DeclBufferFrameNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#a8e61799eac4e806aef5a87d07943883d">~IRBuilderFrameNode</a>()=default</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#a536e2ef4f416b87d8c012180ecf0f125">data</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html">tvm::script::ir_builder::tirx::DeclBufferFrameNode</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#ab3aaced994da313ebabad6b955332f14">EnterWithScope</a>()</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#abb6395a94402e4aa875e8bc242cf63e5">ExitWithScope</a>() final</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html">tvm::script::ir_builder::tirx::DeclBufferFrameNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#a1dfee494220fe963b9a3de373f7d6e07">RegisterReflection</a>()</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html">tvm::script::ir_builder::tirx::DeclBufferFrameNode</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">static</span></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html#a776930fd20b0f6d935f1ea97b29805dd">stmts</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html">tvm::script::ir_builder::tirx::TIRFrameNode</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html#a39cb0ad5038bf2dd3db41c856b1f1575">TVM_FFI_DECLARE_OBJECT_INFO</a>("script.ir_builder.tirx.TIRFrame", TIRFrameNode, IRBuilderFrameNode)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html">tvm::script::ir_builder::tirx::TIRFrameNode</a></td><td class="entry"></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#a05b026329132b684f964a125f90dd117">tvm::script::ir_builder::IRBuilderFrameNode::TVM_FFI_DECLARE_OBJECT_INFO</a>("script.ir_builder.IRBuilderFrame", IRBuilderFrameNode, ffi::Object)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#acba19e94b07f6a0f42855e75b9f67243">TVM_FFI_DECLARE_OBJECT_INFO_FINAL</a>("script.ir_builder.tirx.DeclBufferFrame", DeclBufferFrameNode, TIRFrameNode)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html">tvm::script::ir_builder::tirx::DeclBufferFrameNode</a></td><td class="entry"></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#a8e61799eac4e806aef5a87d07943883d">~IRBuilderFrameNode</a>()=default</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
</table></div><!-- contents -->
<!-- start footer part -->
<hr class="footer"/><address class="footer"><small>
diff --git a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html
index 3e6afd986d9..66c160575ee 100644
--- a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html
+++ b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html
@@ -86,12 +86,12 @@ $(function() {
<div class="dynheader">
Inheritance diagram for tvm::script::ir_builder::tirx::DeclBufferFrameNode:</div>
<div class="dyncontent">
-<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode__inherit__graph.svg" width="219" height="704"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
+<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode__inherit__graph.svg" width="219" height="724"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
</div>
<div class="dynheader">
Collaboration diagram for tvm::script::ir_builder::tirx::DeclBufferFrameNode:</div>
<div class="dyncontent">
-<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode__coll__graph.svg" width="406" height="852"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
+<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode__coll__graph.svg" width="512" height="1090"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
@@ -130,9 +130,12 @@ Static Public Member Functions</h2></td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-attribs" name="pub-attribs"></a>
Public Attributes</h2></td></tr>
-<tr class="memitem:abd596017763d3d255ef2c454304b5cfc" id="r_abd596017763d3d255ef2c454304b5cfc"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#abd596017763d3d255ef2c454304b5cfc">buffer</a></td></tr>
-<tr class="memdesc:abd596017763d3d255ef2c454304b5cfc"><td class="mdescLeft"> </td><td class="mdescRight">The declared buffer. <br /></td></tr>
-<tr class="separator:abd596017763d3d255ef2c454304b5cfc"><td class="memSeparator" colspan="2"> </td></tr>
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+<tr class="memdesc:a54abd31e4f45384ad677d5db9b5f4d4a"><td class="mdescLeft"> </td><td class="mdescRight">The declared buffer. <br /></td></tr>
+<tr class="separator:a54abd31e4f45384ad677d5db9b5f4d4a"><td class="memSeparator" colspan="2"> </td></tr>
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+<tr class="memdesc:a536e2ef4f416b87d8c012180ecf0f125"><td class="mdescLeft"> </td><td class="mdescRight">Physical pointer expression backing the declaration. <br /></td></tr>
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<tr class="memitem:a4f4d184353dfb549b57c432fd9f7658f" id="r_a4f4d184353dfb549b57c432fd9f7658f"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">bool</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1DeclBufferFrameNode.html#a4f4d184353dfb549b57c432fd9f7658f">allocated</a></td></tr>
<tr class="memdesc:a4f4d184353dfb549b57c432fd9f7658f"><td class="mdescLeft"> </td><td class="mdescRight">The buffer allocated or not. <br /></td></tr>
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@@ -258,20 +261,36 @@ Additional Inherited Members</h2></td></tr>
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-<h2 class="memtitle"><span class="permalink"><a href="#abd596017763d3d255ef2c454304b5cfc">◆ </a></span>buffer</h2>
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- <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a> tvm::script::ir_builder::tirx::DeclBufferFrameNode::buffer</td>
+ <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a> tvm::script::ir_builder::tirx::DeclBufferFrameNode::buffer</td>
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<p>The declared buffer. </p>
+</div>
+</div>
+<a id="a536e2ef4f416b87d8c012180ecf0f125" name="a536e2ef4f416b87d8c012180ecf0f125"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a536e2ef4f416b87d8c012180ecf0f125">◆ </a></span>data</h2>
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+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname"><a class="el" href="classtvm_1_1Expr.html">Expr</a> tvm::script::ir_builder::tirx::DeclBufferFrameNode::data</td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+<p>Physical pointer expression backing the declaration. </p>
+
</div>
</div>
<hr/>The documentation for this class was generated from the following file:<ul>
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-<polygon fill="#999999" stroke="transparent" points="156,-116 0,-116 0,0 156,0 156,-116"/>
-<text text-anchor="start" x="10" y="-104" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::script::ir_builder</text>
-<text text-anchor="start" x="10" y="-93" font-family="Helvetica,sans-Serif" font-size="10.00">::tirx::DeclBufferFrameNode</text>
-<text text-anchor="start" x="4" y="-78" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-78" font-family="Helvetica,sans-Serif" font-size="10.00">buffer</text>
-<text text-anchor="start" x="4" y="-63" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-63" font-family="Helvetica,sans-Serif" font-size="10.00">allocated</text>
-<text text-anchor="start" x="4" y="-48" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-48" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DECLARE_OBJECT</text>
-<text text-anchor="start" x="17" y="-37" font-family="Helvetica,sans-Serif" font-size="10.00">_INFO_FINAL()</text>
-<text text-anchor="start" x="4" y="-22" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-22" font-family="Helvetica,sans-Serif" font-size="10.00">ExitWithScope()</text>
-<text text-anchor="start" x="4" y="-7" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-7" font-family="Helvetica,sans-Serif" font-size="10.00">RegisterReflection()</text>
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-<polygon fill="#666666" stroke="#666666" points="0,-58 0,-58 15,-58 15,-58 0,-58"/>
-<polygon fill="#666666" stroke="#666666" points="15,-58 15,-58 156,-58 156,-58 15,-58"/>
-<polygon fill="none" stroke="#666666" points="0,0 0,-116 156,-116 156,0 0,0"/>
+<polygon fill="#999999" stroke="transparent" points="156,-131 0,-131 0,0 156,0 156,-131"/>
+<text text-anchor="start" x="10" y="-118.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::script::ir_builder</text>
+<text text-anchor="start" x="10" y="-107.5" font-family="Helvetica,sans-Serif" font-size="10.00">::tirx::DeclBufferFrameNode</text>
+<text text-anchor="start" x="4" y="-92.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="17" y="-92.5" font-family="Helvetica,sans-Serif" font-size="10.00">buffer</text>
+<text text-anchor="start" x="4" y="-77.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="17" y="-77.5" font-family="Helvetica,sans-Serif" font-size="10.00">data</text>
+<text text-anchor="start" x="4" y="-62.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="17" y="-62.5" font-family="Helvetica,sans-Serif" font-size="10.00">allocated</text>
+<text text-anchor="start" x="4" y="-47.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="17" y="-47.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DECLARE_OBJECT</text>
+<text text-anchor="start" x="17" y="-36.5" font-family="Helvetica,sans-Serif" font-size="10.00">_INFO_FINAL()</text>
+<text text-anchor="start" x="4" y="-21.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="17" y="-21.5" font-family="Helvetica,sans-Serif" font-size="10.00">ExitWithScope()</text>
+<text text-anchor="start" x="4" y="-6.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="17" y="-6.5" font-family="Helvetica,sans-Serif" font-size="10.00">RegisterReflection()</text>
+<polygon fill="#666666" stroke="#666666" points="0,-102.5 0,-102.5 156,-102.5 156,-102.5 0,-102.5"/>
+<polygon fill="#666666" stroke="#666666" points="0,-57.5 0,-57.5 15,-57.5 15,-57.5 0,-57.5"/>
+<polygon fill="#666666" stroke="#666666" points="15,-57.5 15,-57.5 156,-57.5 156,-57.5 15,-57.5"/>
+<polygon fill="none" stroke="#666666" points="0,0 0,-131 156,-131 156,0 0,0"/>
</a>
</g>
</g>
@@ -37,20 +39,20 @@
<g id="Node000002" class="node">
<title>Node2</title>
<g id="a_Node000002"><a xlink:href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html" target="_top" xlink:title="A base frame that represents the TIR fame with body of statements.">
-<polygon fill="white" stroke="transparent" points="156,-238 0,-238 0,-152 156,-152 156,-238"/>
-<text text-anchor="start" x="25.5" y="-226" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::script::ir_builder</text>
-<text text-anchor="start" x="27.5" y="-215" font-family="Helvetica,sans-Serif" font-size="10.00">::tirx::TIRFrameNode</text>
+<polygon fill="white" stroke="transparent" points="156,-253 0,-253 0,-167 156,-167 156,-253"/>
+<text text-anchor="start" x="25.5" y="-241" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::script::ir_builder</text>
+<text text-anchor="start" x="27.5" y="-230" font-family="Helvetica,sans-Serif" font-size="10.00">::tirx::TIRFrameNode</text>
+<text text-anchor="start" x="4" y="-215" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="17" y="-215" font-family="Helvetica,sans-Serif" font-size="10.00">stmts</text>
<text text-anchor="start" x="4" y="-200" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-200" font-family="Helvetica,sans-Serif" font-size="10.00">stmts</text>
-<text text-anchor="start" x="4" y="-185" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-185" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DECLARE_OBJECT</text>
-<text text-anchor="start" x="17" y="-174" font-family="Helvetica,sans-Serif" font-size="10.00">_INFO()</text>
-<text text-anchor="start" x="4" y="-159" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-159" font-family="Helvetica,sans-Serif" font-size="10.00">RegisterReflection()</text>
-<polygon fill="#666666" stroke="#666666" points="0,-210 0,-210 156,-210 156,-210 0,-210"/>
-<polygon fill="#666666" stroke="#666666" points="0,-195 0,-195 15,-195 15,-195 0,-195"/>
-<polygon fill="#666666" stroke="#666666" points="15,-195 15,-195 156,-195 156,-195 15,-195"/>
-<polygon fill="none" stroke="#666666" points="0,-152 0,-238 156,-238 156,-152 0,-152"/>
+<text text-anchor="start" x="17" y="-200" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DECLARE_OBJECT</text>
+<text text-anchor="start" x="17" y="-189" font-family="Helvetica,sans-Serif" font-size="10.00">_INFO()</text>
+<text text-anchor="start" x="4" y="-174" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="17" y="-174" font-family="Helvetica,sans-Serif" font-size="10.00">RegisterReflection()</text>
+<polygon fill="#666666" stroke="#666666" points="0,-225 0,-225 156,-225 156,-225 0,-225"/>
+<polygon fill="#666666" stroke="#666666" points="0,-210 0,-210 15,-210 15,-210 0,-210"/>
+<polygon fill="#666666" stroke="#666666" points="15,-210 15,-210 156,-210 156,-210 15,-210"/>
+<polygon fill="none" stroke="#666666" points="0,-167 0,-253 156,-253 156,-167 0,-167"/>
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</g>
</g>
@@ -58,8 +60,8 @@
<g id="edge1_Node000001_Node000002" class="edge">
<title>Node2->Node1</title>
<g id="a_edge1_Node000001_Node000002"><a xlink:title=" ">
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-<polygon fill="none" stroke="#63b8ff" points="74.5,-141.66 78,-151.66 81.5,-141.66 74.5,-141.66"/>
+<path fill="none" stroke="#63b8ff" d="M78,-156.43C78,-148.2 78,-139.6 78,-131.14"/>
+<polygon fill="none" stroke="#63b8ff" points="74.5,-156.63 78,-166.63 81.5,-156.63 74.5,-156.63"/>
</a>
</g>
</g>
@@ -67,30 +69,30 @@
<g id="Node000003" class="node">
<title>Node3</title>
<g id="a_Node000003"><a xlink:href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html" target="_top" xlink:title=" ">
-<polygon fill="white" stroke="transparent" points="156,-435 0,-435 0,-274 156,-274 156,-435"/>
-<text text-anchor="start" x="24.5" y="-422.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::script::ir_builder</text>
-<text text-anchor="start" x="24.5" y="-411.5" font-family="Helvetica,sans-Serif" font-size="10.00">::IRBuilderFrameNode</text>
+<polygon fill="white" stroke="transparent" points="156,-450 0,-450 0,-289 156,-289 156,-450"/>
+<text text-anchor="start" x="24.5" y="-437.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::script::ir_builder</text>
+<text text-anchor="start" x="24.5" y="-426.5" font-family="Helvetica,sans-Serif" font-size="10.00">::IRBuilderFrameNode</text>
+<text text-anchor="start" x="4" y="-411.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="17" y="-411.5" font-family="Helvetica,sans-Serif" font-size="10.00">callbacks</text>
<text text-anchor="start" x="4" y="-396.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-396.5" font-family="Helvetica,sans-Serif" font-size="10.00">callbacks</text>
+<text text-anchor="start" x="17" y="-396.5" font-family="Helvetica,sans-Serif" font-size="10.00">_type_mutable</text>
<text text-anchor="start" x="4" y="-381.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-381.5" font-family="Helvetica,sans-Serif" font-size="10.00">_type_mutable</text>
-<text text-anchor="start" x="4" y="-366.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-366.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DECLARE_OBJECT</text>
-<text text-anchor="start" x="17" y="-355.5" font-family="Helvetica,sans-Serif" font-size="10.00">_INFO()</text>
+<text text-anchor="start" x="17" y="-381.5" font-family="Helvetica,sans-Serif" font-size="10.00">TVM_FFI_DECLARE_OBJECT</text>
+<text text-anchor="start" x="17" y="-370.5" font-family="Helvetica,sans-Serif" font-size="10.00">_INFO()</text>
+<text text-anchor="start" x="4" y="-355.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
+<text text-anchor="start" x="17" y="-355.5" font-family="Helvetica,sans-Serif" font-size="10.00">~IRBuilderFrameNode()</text>
<text text-anchor="start" x="4" y="-340.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-340.5" font-family="Helvetica,sans-Serif" font-size="10.00">~IRBuilderFrameNode()</text>
+<text text-anchor="start" x="17" y="-340.5" font-family="Helvetica,sans-Serif" font-size="10.00">EnterWithScope()</text>
<text text-anchor="start" x="4" y="-325.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-325.5" font-family="Helvetica,sans-Serif" font-size="10.00">EnterWithScope()</text>
+<text text-anchor="start" x="17" y="-325.5" font-family="Helvetica,sans-Serif" font-size="10.00">ExitWithScope()</text>
<text text-anchor="start" x="4" y="-310.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-310.5" font-family="Helvetica,sans-Serif" font-size="10.00">ExitWithScope()</text>
+<text text-anchor="start" x="17" y="-310.5" font-family="Helvetica,sans-Serif" font-size="10.00">AddCallback()</text>
<text text-anchor="start" x="4" y="-295.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-295.5" font-family="Helvetica,sans-Serif" font-size="10.00">AddCallback()</text>
-<text text-anchor="start" x="4" y="-280.5" font-family="Helvetica,sans-Serif" font-size="10.00">+</text>
-<text text-anchor="start" x="17" y="-280.5" font-family="Helvetica,sans-Serif" font-size="10.00">RegisterReflection()</text>
-<polygon fill="#666666" stroke="#666666" points="0,-406.5 0,-406.5 156,-406.5 156,-406.5 0,-406.5"/>
-<polygon fill="#666666" stroke="#666666" points="0,-376.5 0,-376.5 15,-376.5 15,-376.5 0,-376.5"/>
-<polygon fill="#666666" stroke="#666666" points="15,-376.5 15,-376.5 156,-376.5 156,-376.5 15,-376.5"/>
-<polygon fill="none" stroke="#666666" points="0,-274 0,-435 156,-435 156,-274 0,-274"/>
+<text text-anchor="start" x="17" y="-295.5" font-family="Helvetica,sans-Serif" font-size="10.00">RegisterReflection()</text>
+<polygon fill="#666666" stroke="#666666" points="0,-421.5 0,-421.5 156,-421.5 156,-421.5 0,-421.5"/>
+<polygon fill="#666666" stroke="#666666" points="0,-391.5 0,-391.5 15,-391.5 15,-391.5 0,-391.5"/>
+<polygon fill="#666666" stroke="#666666" points="15,-391.5 15,-391.5 156,-391.5 156,-391.5 15,-391.5"/>
+<polygon fill="none" stroke="#666666" points="0,-289 0,-450 156,-450 156,-289 0,-289"/>
</a>
</g>
</g>
@@ -98,8 +100,8 @@
<g id="edge2_Node000002_Node000003" class="edge">
<title>Node3->Node2</title>
<g id="a_edge2_Node000002_Node000003"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M78,-263.72C78,-254.82 78,-246.11 78,-238.06"/>
-<polygon fill="none" stroke="#63b8ff" points="74.5,-263.83 78,-273.83 81.5,-263.83 74.5,-263.83"/>
+<path fill="none" stroke="#63b8ff" d="M78,-278.72C78,-269.82 78,-261.11 78,-253.06"/>
+<polygon fill="none" stroke="#63b8ff" points="74.5,-278.83 78,-288.83 81.5,-278.83 74.5,-278.83"/>
</a>
</g>
</g>
@@ -107,13 +109,13 @@
<g id="Node000004" class="node">
<title>Node4</title>
<g id="a_Node000004"><a xlink:title=" ">
-<polygon fill="white" stroke="transparent" points="107,-520 49,-520 49,-471 107,-471 107,-520"/>
-<text text-anchor="start" x="54" y="-507.5" font-family="Helvetica,sans-Serif" font-size="10.00">ffi::Object</text>
+<polygon fill="white" stroke="transparent" points="107,-535 49,-535 49,-486 107,-486 107,-535"/>
+<text text-anchor="start" x="54" y="-522.5" font-family="Helvetica,sans-Serif" font-size="10.00">ffi::Object</text>
+<text text-anchor="start" x="76" y="-507.5" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
<text text-anchor="start" x="76" y="-492.5" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
-<text text-anchor="start" x="76" y="-477.5" font-family="Helvetica,sans-Serif" font-size="10.00"> </text>
+<polygon fill="#666666" stroke="#666666" points="49,-517.5 49,-517.5 107,-517.5 107,-517.5 49,-517.5"/>
<polygon fill="#666666" stroke="#666666" points="49,-502.5 49,-502.5 107,-502.5 107,-502.5 49,-502.5"/>
-<polygon fill="#666666" stroke="#666666" points="49,-487.5 49,-487.5 107,-487.5 107,-487.5 49,-487.5"/>
-<polygon fill="none" stroke="#666666" points="49,-471 49,-520 107,-520 107,-471 49,-471"/>
+<polygon fill="none" stroke="#666666" points="49,-486 49,-535 107,-535 107,-486 49,-486"/>
</a>
</g>
</g>
@@ -121,8 +123,8 @@
<g id="edge3_Node000003_Node000004" class="edge">
<title>Node4->Node3</title>
<g id="a_edge3_Node000003_Node000004"><a xlink:title=" ">
-<path fill="none" stroke="#63b8ff" d="M78,-460.77C78,-452.91 78,-444.2 78,-435.26"/>
-<polygon fill="none" stroke="#63b8ff" points="74.5,-460.92 78,-470.92 81.5,-460.92 74.5,-460.92"/>
+<path fill="none" stroke="#63b8ff" d="M78,-475.77C78,-467.91 78,-459.2 78,-450.26"/>
+<polygon fill="none" stroke="#63b8ff" points="74.5,-475.92 78,-485.92 81.5,-475.92 74.5,-475.92"/>
</a>
</g>
</g>
diff --git a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode-members.html b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode-members.html
index d882f1145ce..24a1eb9eae8 100644
--- a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode-members.html
@@ -83,7 +83,7 @@ $(function() {
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#ada273813a289507af066ec2aecf11e9b">AddCallback</a>(ffi::TypedFunction< void()> callback)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#aaf9c1e6b22227729b2ae1384752ea4bb">args</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html">tvm::script::ir_builder::tirx::PrimFuncFrameNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a8036743a7e955833b2e7117b32a59a45">attrs</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html">tvm::script::ir_builder::tirx::PrimFuncFrameNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a4d91eceea4805a81703fdc16e99f662e">buffer_map</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html">tvm::script::ir_builder::tirx::PrimFuncFrameNode</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a562d80758dd9cc142771f2617e17560b">buffer_map</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html">tvm::script::ir_builder::tirx::PrimFuncFrameNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#a45f552bb19d593f4ecc4b3b5d69cf8dc">callbacks</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#ab3aaced994da313ebabad6b955332f14">EnterWithScope</a>()</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#ae15b67665d439473d077f78a00287704">env_threads</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html">tvm::script::ir_builder::tirx::PrimFuncFrameNode</a></td><td class="entry"></td></tr>
@@ -93,7 +93,7 @@ $(function() {
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#ab5d89a38b05142cd3d90999ed057876c">persistent</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html">tvm::script::ir_builder::tirx::PrimFuncFrameNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#aa533511971b3dcd599e1fec79bb89880">RegisterReflection</a>()</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html">tvm::script::ir_builder::tirx::PrimFuncFrameNode</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">static</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a6dbc186d0e1461586025b38f10a67dee">ret_type</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html">tvm::script::ir_builder::tirx::PrimFuncFrameNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#ae7b2ec43e4861bcd40cb9646316baf4d">root_alloc_buffers</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html">tvm::script::ir_builder::tirx::PrimFuncFrameNode</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a83f7ecde183edcd90053214226aba827">root_alloc_buffers</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html">tvm::script::ir_builder::tirx::PrimFuncFrameNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a1689ab095eefd37e3b1bff704533025c">s_tir</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html">tvm::script::ir_builder::tirx::PrimFuncFrameNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html#a776930fd20b0f6d935f1ea97b29805dd">stmts</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html">tvm::script::ir_builder::tirx::TIRFrameNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html#a39cb0ad5038bf2dd3db41c856b1f1575">TVM_FFI_DECLARE_OBJECT_INFO</a>("script.ir_builder.tirx.TIRFrame", TIRFrameNode, IRBuilderFrameNode)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1TIRFrameNode.html">tvm::script::ir_builder::tirx::TIRFrameNode</a></td><td class="entry"></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html
index f91fc43522b..06456b302ca 100644
--- a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html
+++ b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html
@@ -145,18 +145,18 @@ Public Attributes</h2></td></tr>
<tr class="memitem:a6dbc186d0e1461586025b38f10a67dee" id="r_a6dbc186d0e1461586025b38f10a67dee"><td class="memItemLeft" align="right" valign="top">ffi::Optional< <a class="el" href="classtvm_1_1Type.html">Type</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a6dbc186d0e1461586025b38f10a67dee">ret_type</a></td></tr>
<tr class="memdesc:a6dbc186d0e1461586025b38f10a67dee"><td class="mdescLeft"> </td><td class="mdescRight">The return type of the function. <br /></td></tr>
<tr class="separator:a6dbc186d0e1461586025b38f10a67dee"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a4d91eceea4805a81703fdc16e99f662e" id="r_a4d91eceea4805a81703fdc16e99f662e"><td class="memItemLeft" align="right" valign="top">ffi::Map< <a class="el" href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">tvm::tirx::Var</a>, <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a4d91eceea480 [...]
-<tr class="memdesc:a4d91eceea4805a81703fdc16e99f662e"><td class="mdescLeft"> </td><td class="mdescRight">Maps some parameters to specific Buffer data structures. <br /></td></tr>
-<tr class="separator:a4d91eceea4805a81703fdc16e99f662e"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a562d80758dd9cc142771f2617e17560b" id="r_a562d80758dd9cc142771f2617e17560b"><td class="memItemLeft" align="right" valign="top">ffi::Map< <a class="el" href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">tvm::tirx::Var</a>, <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a562d80 [...]
+<tr class="memdesc:a562d80758dd9cc142771f2617e17560b"><td class="mdescLeft"> </td><td class="mdescRight">Maps some parameters to specific buffer data structures. <br /></td></tr>
+<tr class="separator:a562d80758dd9cc142771f2617e17560b"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a8036743a7e955833b2e7117b32a59a45" id="r_a8036743a7e955833b2e7117b32a59a45"><td class="memItemLeft" align="right" valign="top">ffi::Map< ffi::String, <a class="el" href="classtvm_1_1With.html">Any</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a8036743a7e955833b2e7117b32a59a45">attrs</a></td></tr>
<tr class="memdesc:a8036743a7e955833b2e7117b32a59a45"><td class="mdescLeft"> </td><td class="mdescRight">Additional attributes storing the meta-data. <br /></td></tr>
<tr class="separator:a8036743a7e955833b2e7117b32a59a45"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:ae15b67665d439473d077f78a00287704" id="r_ae15b67665d439473d077f78a00287704"><td class="memItemLeft" align="right" valign="top">ffi::Map< <a class="el" href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">tvm::tirx::Var</a>, <a class="el" href="classtvm_1_1tirx_1_1IterVar.html">tvm::tirx::IterVar</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#ae15b67665d [...]
<tr class="memdesc:ae15b67665d439473d077f78a00287704"><td class="mdescLeft"> </td><td class="mdescRight">The variable map bound to thread env. <br /></td></tr>
<tr class="separator:ae15b67665d439473d077f78a00287704"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ae7b2ec43e4861bcd40cb9646316baf4d" id="r_ae7b2ec43e4861bcd40cb9646316baf4d"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#ae7b2ec43e4861bcd40cb9646316baf4d">root_alloc_buffers</a></td></tr>
-<tr class="memdesc:ae7b2ec43e4861bcd40cb9646316baf4d"><td class="mdescLeft"> </td><td class="mdescRight">The buffer allocated in root block. <br /></td></tr>
-<tr class="separator:ae7b2ec43e4861bcd40cb9646316baf4d"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a83f7ecde183edcd90053214226aba827" id="r_a83f7ecde183edcd90053214226aba827"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a83f7ecde183edcd90053214226aba827">root_alloc_buffers</a></td></tr>
+<tr class="memdesc:a83f7ecde183edcd90053214226aba827"><td class="mdescLeft"> </td><td class="mdescRight">The buffer allocated in root block. <br /></td></tr>
+<tr class="separator:a83f7ecde183edcd90053214226aba827"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a1689ab095eefd37e3b1bff704533025c" id="r_a1689ab095eefd37e3b1bff704533025c"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">bool</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1PrimFuncFrameNode.html#a1689ab095eefd37e3b1bff704533025c">s_tir</a></td></tr>
<tr class="memdesc:a1689ab095eefd37e3b1bff704533025c"><td class="mdescLeft"> </td><td class="mdescRight">Whether this PrimFunc uses <a class="el" href="namespacetvm_1_1s__tir.html">s_tir</a> semantics (root SBlock wrap, parser layout default = None). Default (false) = tirx semantics. <br /></td></tr>
<tr class="separator:a1689ab095eefd37e3b1bff704533025c"><td class="memSeparator" colspan="2"> </td></tr>
@@ -304,19 +304,19 @@ Additional Inherited Members</h2></td></tr>
</div>
</div>
-<a id="a4d91eceea4805a81703fdc16e99f662e" name="a4d91eceea4805a81703fdc16e99f662e"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a4d91eceea4805a81703fdc16e99f662e">◆ </a></span>buffer_map</h2>
+<a id="a562d80758dd9cc142771f2617e17560b" name="a562d80758dd9cc142771f2617e17560b"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a562d80758dd9cc142771f2617e17560b">◆ </a></span>buffer_map</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
- <td class="memname">ffi::Map<<a class="el" href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">tvm::tirx::Var</a>, <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a>> tvm::script::ir_builder::tirx::PrimFuncFrameNode::buffer_map</td>
+ <td class="memname">ffi::Map<<a class="el" href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">tvm::tirx::Var</a>, <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a>> tvm::script::ir_builder::tirx::PrimFuncFrameNode::buffer_map</td>
</tr>
</table>
</div><div class="memdoc">
-<p>Maps some parameters to specific Buffer data structures. </p>
+<p>Maps some parameters to specific buffer data structures. </p>
</div>
</div>
@@ -400,14 +400,14 @@ Additional Inherited Members</h2></td></tr>
</div>
</div>
-<a id="ae7b2ec43e4861bcd40cb9646316baf4d" name="ae7b2ec43e4861bcd40cb9646316baf4d"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#ae7b2ec43e4861bcd40cb9646316baf4d">◆ </a></span>root_alloc_buffers</h2>
+<a id="a83f7ecde183edcd90053214226aba827" name="a83f7ecde183edcd90053214226aba827"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a83f7ecde183edcd90053214226aba827">◆ </a></span>root_alloc_buffers</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
- <td class="memname">ffi::Array<<a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a>> tvm::script::ir_builder::tirx::PrimFuncFrameNode::root_alloc_buffers</td>
+ <td class="memname">ffi::Array<<a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a>> tvm::script::ir_builder::tirx::PrimFuncFrameNode::root_alloc_buffers</td>
</tr>
</table>
</div><div class="memdoc">
diff --git a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode-members.html b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode-members.html
index c472349b344..397860ae6f3 100644
--- a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode-members.html
@@ -81,7 +81,7 @@ $(function() {
<table class="directory">
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#a174fb590c4fb0d8e7126d038e405052b">_type_mutable</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#ada273813a289507af066ec2aecf11e9b">AddCallback</a>(ffi::TypedFunction< void()> callback)</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html#a2b64671ba1c5e6f0bda5b435d3d7e5e0">alloc_buffers</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html">tvm::script::ir_builder::tirx::SBlockFrameNode</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html#ab53d97979b38debfa97e269c842a6aaa">alloc_buffers</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html">tvm::script::ir_builder::tirx::SBlockFrameNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html#a8e3559424abc5e7d267b1e746c819f3e">annotations</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html">tvm::script::ir_builder::tirx::SBlockFrameNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#a45f552bb19d593f4ecc4b3b5d69cf8dc">callbacks</a></td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html#ab3aaced994da313ebabad6b955332f14">EnterWithScope</a>()</td><td class="entry"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1IRBuilderFrameNode.html">tvm::script::ir_builder::IRBuilderFrameNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html
index 81ec4fd45b5..9fe71754459 100644
--- a/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html
+++ b/docs/reference/api/doxygen/classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html
@@ -148,9 +148,9 @@ Public Attributes</h2></td></tr>
<tr class="memitem:a8baeb962435a11ecb351c82bbbb57517" id="r_a8baeb962435a11ecb351c82bbbb57517"><td class="memItemLeft" align="right" valign="top">ffi::Optional< <a class="el" href="classtvm_1_1tirx_1_1Stmt.html">tvm::tirx::Stmt</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html#a8baeb962435a11ecb351c82bbbb57517">init</a></td></tr>
<tr class="memdesc:a8baeb962435a11ecb351c82bbbb57517"><td class="mdescLeft"> </td><td class="mdescRight">The init statement of the bolck. <br /></td></tr>
<tr class="separator:a8baeb962435a11ecb351c82bbbb57517"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a2b64671ba1c5e6f0bda5b435d3d7e5e0" id="r_a2b64671ba1c5e6f0bda5b435d3d7e5e0"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html#a2b64671ba1c5e6f0bda5b435d3d7e5e0">alloc_buffers</a></td></tr>
-<tr class="memdesc:a2b64671ba1c5e6f0bda5b435d3d7e5e0"><td class="mdescLeft"> </td><td class="mdescRight">The buffer allocated in the block. <br /></td></tr>
-<tr class="separator:a2b64671ba1c5e6f0bda5b435d3d7e5e0"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ab53d97979b38debfa97e269c842a6aaa" id="r_ab53d97979b38debfa97e269c842a6aaa"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html#ab53d97979b38debfa97e269c842a6aaa">alloc_buffers</a></td></tr>
+<tr class="memdesc:ab53d97979b38debfa97e269c842a6aaa"><td class="mdescLeft"> </td><td class="mdescRight">The buffer allocated in the block. <br /></td></tr>
+<tr class="separator:ab53d97979b38debfa97e269c842a6aaa"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:afa1ee611089d328de6dcc1fd0f043cbb" id="r_afa1ee611089d328de6dcc1fd0f043cbb"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1MatchBufferRegion.html">tvm::tirx::MatchBufferRegion</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1script_1_1ir__builder_1_1tirx_1_1SBlockFrameNode.html#afa1ee611089d328de6dcc1fd0f043cbb">match_buffers</a></td></tr>
<tr class="memdesc:afa1ee611089d328de6dcc1fd0f043cbb"><td class="mdescLeft"> </td><td class="mdescRight">The match buffer regions. <br /></td></tr>
<tr class="separator:afa1ee611089d328de6dcc1fd0f043cbb"><td class="memSeparator" colspan="2"> </td></tr>
@@ -275,14 +275,14 @@ Additional Inherited Members</h2></td></tr>
</div>
</div>
<h2 class="groupheader">Member Data Documentation</h2>
-<a id="a2b64671ba1c5e6f0bda5b435d3d7e5e0" name="a2b64671ba1c5e6f0bda5b435d3d7e5e0"></a>
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- <td class="memname">ffi::Array<<a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a>> tvm::script::ir_builder::tirx::SBlockFrameNode::alloc_buffers</td>
+ <td class="memname">ffi::Array<<a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">tvm::tirx::BufferVar</a>> tvm::script::ir_builder::tirx::SBlockFrameNode::alloc_buffers</td>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOp-members.html b/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOp-members.html
index 04e3fd3c137..72894e6d280 100644
--- a/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOp-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOp-members.html
@@ -80,7 +80,7 @@ $(function() {
<p>This is the complete list of members for <a class="el" href="classtvm_1_1te_1_1ExternOp.html">tvm::te::ExternOp</a>, including all inherited members.</p>
<table class="directory">
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1te_1_1Operation.html#adf4101428237ffcca42774fad9ba6ef5">ContainerType</a> typedef</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1Operation.html">tvm::te::Operation</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOp.html#a93c78c8f802f1f574ad244fd9cd07c89">ExternOp</a>(std::string name, std::string tag, ffi::Map< ffi::String, ffi::Any > attrs, ffi::Array< Tensor > inputs, ffi::Array< Buffer > input_placeholders, ffi::Array< Buffer > output_placeholders, Stmt body)</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOp.html">tvm::te::ExternOp</a></td><td class="entry"></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOp.html#a4e7ff8e68205eb751844e12c18a57d54">ExternOp</a>(std::string name, std::string tag, ffi::Map< ffi::String, ffi::Any > attrs, ffi::Array< Tensor > inputs, ffi::Array< BufferVar > input_placeholders, ffi::Array< BufferVar > output_placeholders, Stmt body)</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOp.html">tvm::te::ExternOp</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1te_1_1Operation.html#a7bc69f793cb5cbc99bf20fed8617d487">Operation</a>()</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1Operation.html">tvm::te::Operation</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1te_1_1Operation.html#acac0ade4a74dcfd1ebb76971b9a2fbf8">Operation</a>(ffi::ObjectPtr< ffi::Object > n)</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1Operation.html">tvm::te::Operation</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">explicit</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1te_1_1Operation.html#a913f10b472f50814c9b54b0dba1e015b">Operation</a>(ffi::UnsafeInit tag)</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1Operation.html">tvm::te::Operation</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">explicit</span></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOp.html b/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOp.html
index f14ecc84151..e000744ee19 100644
--- a/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOp.html
+++ b/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOp.html
@@ -97,8 +97,8 @@ Collaboration diagram for tvm::te::ExternOp:</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
-<tr class="memitem:a93c78c8f802f1f574ad244fd9cd07c89" id="r_a93c78c8f802f1f574ad244fd9cd07c89"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1te_1_1ExternOp.html#a93c78c8f802f1f574ad244fd9cd07c89">ExternOp</a> (std::string name, std::string tag, ffi::Map< ffi::String, ffi::Any > attrs, ffi::Array< <a class="el" href="classtvm_1_1te_1_1Tensor.html">Tensor</a> > inputs, ffi::Array< <a cla [...]
-<tr class="separator:a93c78c8f802f1f574ad244fd9cd07c89"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a4e7ff8e68205eb751844e12c18a57d54" id="r_a4e7ff8e68205eb751844e12c18a57d54"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1te_1_1ExternOp.html#a4e7ff8e68205eb751844e12c18a57d54">ExternOp</a> (std::string name, std::string tag, ffi::Map< ffi::String, ffi::Any > attrs, ffi::Array< <a class="el" href="classtvm_1_1te_1_1Tensor.html">Tensor</a> > inputs, ffi::Array< <a cla [...]
+<tr class="separator:a4e7ff8e68205eb751844e12c18a57d54"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:ac6cf13e1068de58d9885e0bb745d187a" id="r_ac6cf13e1068de58d9885e0bb745d187a"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1te_1_1ExternOp.html#ac6cf13e1068de58d9885e0bb745d187a">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a> (<a class="el" href="classtvm_1_1te_1_1ExternOp.html">ExternOp</a>, <a class="el" href="classtvm_1_1te_1_1Operation.html">Operation</a>, <a class="el" href="cla [...]
<tr class="separator:ac6cf13e1068de58d9885e0bb745d187a"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="inherit_header pub_methods_classtvm_1_1te_1_1Operation"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classtvm_1_1te_1_1Operation')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classtvm_1_1te_1_1Operation.html">tvm::te::Operation</a></td></tr>
@@ -128,8 +128,8 @@ Additional Inherited Members</h2></td></tr>
<div class="textblock"><p>Managed reference to <a class="el" href="classtvm_1_1te_1_1ExternOpNode.html" title="External computation that cannot be splitted.">ExternOpNode</a>. </p>
<dl class="section see"><dt>See also</dt><dd><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html" title="External computation that cannot be splitted.">ExternOpNode</a> </dd></dl>
</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
-<a id="a93c78c8f802f1f574ad244fd9cd07c89" name="a93c78c8f802f1f574ad244fd9cd07c89"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a93c78c8f802f1f574ad244fd9cd07c89">◆ </a></span>ExternOp()</h2>
+<a id="a4e7ff8e68205eb751844e12c18a57d54" name="a4e7ff8e68205eb751844e12c18a57d54"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a4e7ff8e68205eb751844e12c18a57d54">◆ </a></span>ExternOp()</h2>
<div class="memitem">
<div class="memproto">
@@ -161,13 +161,13 @@ Additional Inherited Members</h2></td></tr>
<tr>
<td class="paramkey"></td>
<td></td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> > </td>
+ <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> > </td>
<td class="paramname"><em>input_placeholders</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> > </td>
+ <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> > </td>
<td class="paramname"><em>output_placeholders</em>, </td>
</tr>
<tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOpNode-members.html b/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOpNode-members.html
index d5816e6deda..8ac9e430e49 100644
--- a/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOpNode-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOpNode-members.html
@@ -82,13 +82,13 @@ $(function() {
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1te_1_1OperationNode.html#ac3b6110bbf6d51daf3e1cff12342679e">attrs</a></td><td class="entry"><a class="el" href="classtvm_1_1te_1_1OperationNode.html">tvm::te::OperationNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a962b2cfaa4a2141c1b9247ac634b7bf2">body</a></td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#aa2781af3e0414490286d62ed05722e7c">ExternOpNode</a>()</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a7be0fe1f544efca4468423bcac991919">input_placeholders</a></td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a1b486490349817c28a1a292dfb1009b5">input_placeholders</a></td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a3db645dcdf8aa1a9036b424eba963d87">inputs</a></td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#af6efbf511c24fcc044625ed56293b6ae">InputTensors</a>() const final</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1te_1_1OperationNode.html#ad2fd6f140257f7b3c311f88374fa74d2">name</a></td><td class="entry"><a class="el" href="classtvm_1_1te_1_1OperationNode.html">tvm::te::OperationNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a1a0ce8401e57d9c66ece44dd59b3fb7d">num_outputs</a>() const final</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a42343d81e1ae75bf2fa0b5c033ad3d9f">output_dtype</a>(size_t i) const final</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#ab42996729238838b98500120959f51ce">output_placeholders</a></td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a2d36f5fe86ba4ef785ce2e4f17b33034">output_placeholders</a></td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#aff31c7a41578ad4ad9556bb82e6b7f88">output_shape</a>(size_t i) const final</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a5272d8c2833dcdce08a19fcba974a2e4">RegisterReflection</a>()</td><td class="entry"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">tvm::te::ExternOpNode</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">static</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1te_1_1OperationNode.html#ae6ac4336e7dc2df84f128fc97a6cdb9b">tag</a></td><td class="entry"><a class="el" href="classtvm_1_1te_1_1OperationNode.html">tvm::te::OperationNode</a></td><td class="entry"></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOpNode.html b/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOpNode.html
index ec22c42b68b..bb9e30997a4 100644
--- a/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOpNode.html
+++ b/docs/reference/api/doxygen/classtvm_1_1te_1_1ExternOpNode.html
@@ -134,12 +134,12 @@ Public Attributes</h2></td></tr>
<tr class="memitem:a3db645dcdf8aa1a9036b424eba963d87" id="r_a3db645dcdf8aa1a9036b424eba963d87"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1te_1_1Tensor.html">Tensor</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a3db645dcdf8aa1a9036b424eba963d87">inputs</a></td></tr>
<tr class="memdesc:a3db645dcdf8aa1a9036b424eba963d87"><td class="mdescLeft"> </td><td class="mdescRight">The input tensors. <br /></td></tr>
<tr class="separator:a3db645dcdf8aa1a9036b424eba963d87"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a7be0fe1f544efca4468423bcac991919" id="r_a7be0fe1f544efca4468423bcac991919"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a7be0fe1f544efca4468423bcac991919">input_placeholders</a></td></tr>
-<tr class="memdesc:a7be0fe1f544efca4468423bcac991919"><td class="mdescLeft"> </td><td class="mdescRight">Symbolic placeholder representation of inputs. <br /></td></tr>
-<tr class="separator:a7be0fe1f544efca4468423bcac991919"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ab42996729238838b98500120959f51ce" id="r_ab42996729238838b98500120959f51ce"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#ab42996729238838b98500120959f51ce">output_placeholders</a></td></tr>
-<tr class="memdesc:ab42996729238838b98500120959f51ce"><td class="mdescLeft"> </td><td class="mdescRight">Symbolic placeholder representation of outputs. <br /></td></tr>
-<tr class="separator:ab42996729238838b98500120959f51ce"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a1b486490349817c28a1a292dfb1009b5" id="r_a1b486490349817c28a1a292dfb1009b5"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a1b486490349817c28a1a292dfb1009b5">input_placeholders</a></td></tr>
+<tr class="memdesc:a1b486490349817c28a1a292dfb1009b5"><td class="mdescLeft"> </td><td class="mdescRight">Symbolic placeholder representation of inputs. <br /></td></tr>
+<tr class="separator:a1b486490349817c28a1a292dfb1009b5"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a2d36f5fe86ba4ef785ce2e4f17b33034" id="r_a2d36f5fe86ba4ef785ce2e4f17b33034"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a2d36f5fe86ba4ef785ce2e4f17b33034">output_placeholders</a></td></tr>
+<tr class="memdesc:a2d36f5fe86ba4ef785ce2e4f17b33034"><td class="mdescLeft"> </td><td class="mdescRight">Symbolic placeholder representation of outputs. <br /></td></tr>
+<tr class="separator:a2d36f5fe86ba4ef785ce2e4f17b33034"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a962b2cfaa4a2141c1b9247ac634b7bf2" id="r_a962b2cfaa4a2141c1b9247ac634b7bf2"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Stmt.html">Stmt</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html#a962b2cfaa4a2141c1b9247ac634b7bf2">body</a></td></tr>
<tr class="memdesc:a962b2cfaa4a2141c1b9247ac634b7bf2"><td class="mdescLeft"> </td><td class="mdescRight">the statement that generates the computation. <br /></td></tr>
<tr class="separator:a962b2cfaa4a2141c1b9247ac634b7bf2"><td class="memSeparator" colspan="2"> </td></tr>
@@ -393,14 +393,14 @@ Public Attributes</h2></td></tr>
</div>
</div>
-<a id="a7be0fe1f544efca4468423bcac991919" name="a7be0fe1f544efca4468423bcac991919"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a7be0fe1f544efca4468423bcac991919">◆ </a></span>input_placeholders</h2>
+<a id="a1b486490349817c28a1a292dfb1009b5" name="a1b486490349817c28a1a292dfb1009b5"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a1b486490349817c28a1a292dfb1009b5">◆ </a></span>input_placeholders</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
- <td class="memname">ffi::Array<<a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a>> tvm::te::ExternOpNode::input_placeholders</td>
+ <td class="memname">ffi::Array<<a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a>> tvm::te::ExternOpNode::input_placeholders</td>
</tr>
</table>
</div><div class="memdoc">
@@ -425,14 +425,14 @@ Public Attributes</h2></td></tr>
</div>
</div>
-<a id="ab42996729238838b98500120959f51ce" name="ab42996729238838b98500120959f51ce"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#ab42996729238838b98500120959f51ce">◆ </a></span>output_placeholders</h2>
+<a id="a2d36f5fe86ba4ef785ce2e4f17b33034" name="a2d36f5fe86ba4ef785ce2e4f17b33034"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a2d36f5fe86ba4ef785ce2e4f17b33034">◆ </a></span>output_placeholders</h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
- <td class="memname">ffi::Array<<a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a>> tvm::te::ExternOpNode::output_placeholders</td>
+ <td class="memname">ffi::Array<<a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a>> tvm::te::ExternOpNode::output_placeholders</td>
</tr>
</table>
</div><div class="memdoc">
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBuffer-members.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBuffer-members.html
index 0fdbe93e66c..2bc793392fb 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBuffer-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBuffer-members.html
@@ -79,7 +79,7 @@ $(function() {
<p>This is the complete list of members for <a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html">tvm::tirx::AllocBuffer</a>, including all inherited members.</p>
<table class="directory">
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html#a49c92abb12a0a359c479b5cd92dbff9e">AllocBuffer</a>(Buffer buffer, ffi::Map< ffi::String, ffi::Any > annotations=ffi::Map< ffi::String, ffi::Any >(), Span span=Span())</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html">tvm::tirx::AllocBuffer</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html#a9f5fef15588e4cd89a27639f3e24c116">AllocBuffer</a>(BufferVar buffer, ffi::Map< ffi::String, ffi::Any > annotations=ffi::Map< ffi::String, ffi::Any >(), Span span=Span())</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html">tvm::tirx::AllocBuffer</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html#ac665f8ef5d4d0ca5c763650778ab3a48">ConstantAllocationSize</a>() const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html">tvm::tirx::AllocBuffer</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html#ac6af476158a45a857d0d8026746a57bb">TVM_DEFINE_OBJECT_REF_COW_METHOD</a>(AllocBufferNode)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html">tvm::tirx::AllocBuffer</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html#acec4748047e4489bc87ac23d7cabf518">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a>(AllocBuffer, Stmt, AllocBufferNode)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html">tvm::tirx::AllocBuffer</a></td><td class="entry"></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBuffer.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBuffer.html
index 016d580b881..6d745da93c9 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBuffer.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBuffer.html
@@ -97,8 +97,8 @@ Collaboration diagram for tvm::tirx::AllocBuffer:</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
-<tr class="memitem:a49c92abb12a0a359c479b5cd92dbff9e" id="r_a49c92abb12a0a359c479b5cd92dbff9e"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html#a49c92abb12a0a359c479b5cd92dbff9e">AllocBuffer</a> (<a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> buffer, ffi::Map< ffi::String, ffi::Any > annotations=ffi::Map< ffi::String, ffi::Any >(), <a class="el" href [...]
-<tr class="separator:a49c92abb12a0a359c479b5cd92dbff9e"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a9f5fef15588e4cd89a27639f3e24c116" id="r_a9f5fef15588e4cd89a27639f3e24c116"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html#a9f5fef15588e4cd89a27639f3e24c116">AllocBuffer</a> (<a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> buffer, ffi::Map< ffi::String, ffi::Any > annotations=ffi::Map< ffi::String, ffi::Any >(), <a class="el [...]
+<tr class="separator:a9f5fef15588e4cd89a27639f3e24c116"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:ac665f8ef5d4d0ca5c763650778ab3a48" id="r_ac665f8ef5d4d0ca5c763650778ab3a48"><td class="memItemLeft" align="right" valign="top">std::optional< <a class="el" href="classtvm_1_1With.html">int64_t</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html#ac665f8ef5d4d0ca5c763650778ab3a48">ConstantAllocationSize</a> () <a class="el" href="classtvm_1_1With.html">const</a></td></tr>
<tr class="memdesc:ac665f8ef5d4d0ca5c763650778ab3a48"><td class="mdescLeft"> </td><td class="mdescRight">If the buffer's shape is constant, return the total number of elements. <br /></td></tr>
<tr class="separator:ac665f8ef5d4d0ca5c763650778ab3a48"><td class="memSeparator" colspan="2"> </td></tr>
@@ -113,8 +113,8 @@ Public Member Functions</h2></td></tr>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Managed reference to <a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html" title="Allocate a buffer and declare it in scope.">AllocBufferNode</a>. </p>
</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
-<a id="a49c92abb12a0a359c479b5cd92dbff9e" name="a49c92abb12a0a359c479b5cd92dbff9e"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a49c92abb12a0a359c479b5cd92dbff9e">◆ </a></span>AllocBuffer()</h2>
+<a id="a9f5fef15588e4cd89a27639f3e24c116" name="a9f5fef15588e4cd89a27639f3e24c116"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a9f5fef15588e4cd89a27639f3e24c116">◆ </a></span>AllocBuffer()</h2>
<div class="memitem">
<div class="memproto">
@@ -122,7 +122,7 @@ Public Member Functions</h2></td></tr>
<tr>
<td class="memname">tvm::tirx::AllocBuffer::AllocBuffer </td>
<td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td>
+ <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> </td>
<td class="paramname"><em>buffer</em>, </td>
</tr>
<tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBufferNode-members.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBufferNode-members.html
index ddddd687d8f..6a03b3a43fc 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBufferNode-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBufferNode-members.html
@@ -82,7 +82,7 @@ $(function() {
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtNode.html#a09de80eac0810ad49c95119094e55197">_type_child_slots</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtNode.html">tvm::tirx::StmtNode</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtNode.html#a3c7cfa4a4ff6e9d1f8a7597a88a02364">_type_s_eq_hash_kind</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtNode.html">tvm::tirx::StmtNode</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html#a25323026042939b20ff3297a14e7bca0">annotations</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html">tvm::tirx::AllocBufferNode</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html#af16468aa99f8735562cabffbb3aa7da5">buffer</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html">tvm::tirx::AllocBufferNode</a></td><td class="entry"></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html#a1f385338e938827f85b51bc779d7e7a4">buffer</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html">tvm::tirx::AllocBufferNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html#a881c36f09d15d9bbf196058ef674a183">RegisterReflection</a>()</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html">tvm::tirx::AllocBufferNode</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">static</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtNode.html#a3ca19d0e9b82a0ffaf884c9fb54c2976">span</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtNode.html">tvm::tirx::StmtNode</a></td><td class="entry"><span class="mlabel">mutable</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtNode.html#a813b36d5b9d1f83085515b2a9abd7756">StmtNode</a>()=default</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtNode.html">tvm::tirx::StmtNode</a></td><td class="entry"></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBufferNode.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBufferNode.html
index 88327b6d7c4..1770afbeca2 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBufferNode.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1AllocBufferNode.html
@@ -94,7 +94,7 @@ Inheritance diagram for tvm::tirx::AllocBufferNode:</div>
<div class="dynheader">
Collaboration diagram for tvm::tirx::AllocBufferNode:</div>
<div class="dyncontent">
-<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1tirx_1_1AllocBufferNode__coll__graph.svg" width="450" height="868"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
+<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1tirx_1_1AllocBufferNode__coll__graph.svg" width="574" height="1000"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
@@ -119,9 +119,9 @@ Static Public Member Functions</h2></td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-attribs" name="pub-attribs"></a>
Public Attributes</h2></td></tr>
-<tr class="memitem:af16468aa99f8735562cabffbb3aa7da5" id="r_af16468aa99f8735562cabffbb3aa7da5"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html#af16468aa99f8735562cabffbb3aa7da5">buffer</a></td></tr>
-<tr class="memdesc:af16468aa99f8735562cabffbb3aa7da5"><td class="mdescLeft"> </td><td class="mdescRight">The buffer being allocated and declared. <br /></td></tr>
-<tr class="separator:af16468aa99f8735562cabffbb3aa7da5"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a1f385338e938827f85b51bc779d7e7a4" id="r_a1f385338e938827f85b51bc779d7e7a4"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html#a1f385338e938827f85b51bc779d7e7a4">buffer</a></td></tr>
+<tr class="memdesc:a1f385338e938827f85b51bc779d7e7a4"><td class="mdescLeft"> </td><td class="mdescRight">The buffer being allocated and declared. <br /></td></tr>
+<tr class="separator:a1f385338e938827f85b51bc779d7e7a4"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a25323026042939b20ff3297a14e7bca0" id="r_a25323026042939b20ff3297a14e7bca0"><td class="memItemLeft" align="right" valign="top">ffi::Map< ffi::String, ffi::Any > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1AllocBufferNode.html#a25323026042939b20ff3297a14e7bca0">annotations</a></td></tr>
<tr class="memdesc:a25323026042939b20ff3297a14e7bca0"><td class="mdescLeft"> </td><td class="mdescRight">Additional annotations about the allocation. <br /></td></tr>
<tr class="separator:a25323026042939b20ff3297a14e7bca0"><td class="memSeparator" colspan="2"> </td></tr>
@@ -218,14 +218,14 @@ Additional Inherited Members</h2></td></tr>
</div>
</div>
-<a id="af16468aa99f8735562cabffbb3aa7da5" name="af16468aa99f8735562cabffbb3aa7da5"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#af16468aa99f8735562cabffbb3aa7da5">◆ </a></span>buffer</h2>
+<a id="a1f385338e938827f85b51bc779d7e7a4" name="a1f385338e938827f85b51bc779d7e7a4"></a>
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- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a3bbcdf0b3a464823aa243f677565416c">OffsetOf</a>(ffi::Array< PrimExpr > index) const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a884e5430833d294a346ef49364b46a0b">OffsetOf_p</a>(const ffi::Array< PrimExpr > &indices) const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#ae18dc68f47dfa53596cb859995381d18">scope</a>() const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#aca33bb24e03d62f995eefa548b6fce1e">TVM_DEFINE_OBJECT_REF_COW_METHOD</a>(BufferNode)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a0b99c9c08e349a23e16d4e79f86e9775">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a>(Buffer, ffi::ObjectRef, BufferNode)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a013b36b5933d2e79ec5921e716d528c8">vload</a>(ffi::Array< PrimExpr > begin, PrimType dtype, ffi::Optional< PrimExpr > predicate=std::nullopt) const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#afd5d83b90aeb6001981b2f613c9fa0ba">vstore</a>(ffi::Array< PrimExpr > begin, PrimExpr value, ffi::Optional< PrimExpr > predicate=std::nullopt) const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a82a7e3d50127e401ce7e6e9962616b71">with_allocated_addr</a>(ffi::Array< PrimExpr > allocated_addr) const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a7d67b6e9d1f0d80daf49f8f2142d2354">with_data</a>(Var data) const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#ae5bba34a1b184da7f1fcb2431db7d033">with_dtype</a>(PrimType dtype) const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">tvm::tirx::Buffer</a></td><td class="entry"></td></tr>
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-<li class="navelem"><a class="el" href="namespacetvm.html">tvm</a></li><li class="navelem"><a class="el" href="namespacetvm_1_1tirx.html">tirx</a></li><li class="navelem"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a></li> </ul>
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-<a href="#pub-methods">Public Member Functions</a> |
-<a href="classtvm_1_1tirx_1_1Buffer-members.html">List of all members</a> </div>
- <div class="headertitle"><div class="title">tvm::tirx::Buffer Class Reference</div></div>
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-<p><a class="el" href="classtvm_1_1tirx_1_1Buffer.html" title="Buffer is a symbolic n-darray structure. It is a composition of primitive symbolic types,...">Buffer</a> is a symbolic n-darray structure. It is a composition of primitive symbolic types, used to specify the memory layout of the Tensor used in program input.
- <a href="classtvm_1_1tirx_1_1Buffer.html#details">More...</a></p>
-
-<p><code>#include <<a class="el" href="buffer_8h_source.html">buffer.h</a>></code></p>
-<div class="dynheader">
-Inheritance diagram for tvm::tirx::Buffer:</div>
-<div class="dyncontent">
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-<table class="memberdecls">
-<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
-Public Member Functions</h2></td></tr>
-<tr class="memitem:a94d21cc75c179e954a4488ef3fa4fff2" id="r_a94d21cc75c179e954a4488ef3fa4fff2"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a94d21cc75c179e954a4488ef3fa4fff2">Buffer</a> (<a class="el" href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">Var</a> data, <a class="el" href="classtvm_1_1PrimType.html">PrimType</a> dtype, ffi::Array< <a class="el" href [...]
-<tr class="separator:a94d21cc75c179e954a4488ef3fa4fff2"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:abaa7c4b6733b7abf7d7d14fcc67ff1aa" id="r_abaa7c4b6733b7abf7d7d14fcc67ff1aa"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#abaa7c4b6733b7abf7d7d14fcc67ff1aa">MakeStrideView</a> () <a class="el" href="classtvm_1_1With.html">const</a></td></tr>
-<tr class="memdesc:abaa7c4b6733b7abf7d7d14fcc67ff1aa"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> a new buffer that is equivalent with current one but always add stride field. <br /></td></tr>
-<tr class="separator:abaa7c4b6733b7abf7d7d14fcc67ff1aa"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a4bbae212b395e2b129cdbe70c4c30bef" id="r_a4bbae212b395e2b129cdbe70c4c30bef"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a4bbae212b395e2b129cdbe70c4c30bef">MakeSlice</a> (ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > <a class="el" href="classtvm_1_1With.html">begins [...]
-<tr class="memdesc:a4bbae212b395e2b129cdbe70c4c30bef"><td class="mdescLeft"> </td><td class="mdescRight">Make a new symbolic buffer representing a slice of the buffer. <br /></td></tr>
-<tr class="separator:a4bbae212b395e2b129cdbe70c4c30bef"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ae5d66996c62b0daac2053cfa34aecdb0" id="r_ae5d66996c62b0daac2053cfa34aecdb0"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1Expr.html">Expr</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#ae5d66996c62b0daac2053cfa34aecdb0">access_ptr</a> (<a class="el" href="classtvm_1_1With.html">int</a> <a class="el" href="classtvm_1_1With.html">access_mask</a>, <a class="el" href="classtvm_ [...]
-<tr class="memdesc:ae5d66996c62b0daac2053cfa34aecdb0"><td class="mdescLeft"> </td><td class="mdescRight">Get access ptr to the entire buffer. <br /></td></tr>
-<tr class="separator:ae5d66996c62b0daac2053cfa34aecdb0"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a013b36b5933d2e79ec5921e716d528c8" id="r_a013b36b5933d2e79ec5921e716d528c8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a013b36b5933d2e79ec5921e716d528c8">vload</a> (ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > <a class="el" href="classtvm_1_1With.html">begin</a>, <a [...]
-<tr class="memdesc:a013b36b5933d2e79ec5921e716d528c8"><td class="mdescLeft"> </td><td class="mdescRight">Create an <a class="el" href="classtvm_1_1Expr.html" title="Managed reference to ExprNode.">Expr</a> that does a vector load at begin index. <br /></td></tr>
-<tr class="separator:a013b36b5933d2e79ec5921e716d528c8"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:afd5d83b90aeb6001981b2f613c9fa0ba" id="r_afd5d83b90aeb6001981b2f613c9fa0ba"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Stmt.html">Stmt</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#afd5d83b90aeb6001981b2f613c9fa0ba">vstore</a> (ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > <a class="el" href="classtvm_1_1With.html">begin</a>, <a [...]
-<tr class="memdesc:afd5d83b90aeb6001981b2f613c9fa0ba"><td class="mdescLeft"> </td><td class="mdescRight">Create a <a class="el" href="classtvm_1_1tirx_1_1Stmt.html" title="Container of all statements.">Stmt</a> that does a vector store at begin index. <br /></td></tr>
-<tr class="separator:afd5d83b90aeb6001981b2f613c9fa0ba"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:af0f9adc1cbc7fdd43b43a4be5fcd4b22" id="r_af0f9adc1cbc7fdd43b43a4be5fcd4b22"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#af0f9adc1cbc7fdd43b43a4be5fcd4b22">GetFlattenedBuffer</a> () <a class="el" href="classtvm_1_1With.html">const</a></td></tr>
-<tr class="memdesc:af0f9adc1cbc7fdd43b43a4be5fcd4b22"><td class="mdescLeft"> </td><td class="mdescRight">Get a flattened version of the buffer. <br /></td></tr>
-<tr class="separator:af0f9adc1cbc7fdd43b43a4be5fcd4b22"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a3bbcdf0b3a464823aa243f677565416c" id="r_a3bbcdf0b3a464823aa243f677565416c"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a3bbcdf0b3a464823aa243f677565416c">OffsetOf</a> (ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > index) <a class="el" href="classtv [...]
-<tr class="memdesc:a3bbcdf0b3a464823aa243f677565416c"><td class="mdescLeft"> </td><td class="mdescRight">Determine the offset in the buffer of the given index. <br /></td></tr>
-<tr class="separator:a3bbcdf0b3a464823aa243f677565416c"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a884e5430833d294a346ef49364b46a0b" id="r_a884e5430833d294a346ef49364b46a0b"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a884e5430833d294a346ef49364b46a0b">OffsetOf_p</a> (<a class="el" href="classtvm_1_1With.html">const</a> ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > [...]
-<tr class="memdesc:a884e5430833d294a346ef49364b46a0b"><td class="mdescLeft"> </td><td class="mdescRight">Get the buffer_offset op for the given index. <br /></td></tr>
-<tr class="separator:a884e5430833d294a346ef49364b46a0b"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ae18dc68f47dfa53596cb859995381d18" id="r_ae18dc68f47dfa53596cb859995381d18"><td class="memItemLeft" align="right" valign="top">ffi::String </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#ae18dc68f47dfa53596cb859995381d18">scope</a> () <a class="el" href="classtvm_1_1With.html">const</a></td></tr>
-<tr class="memdesc:ae18dc68f47dfa53596cb859995381d18"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> the storage scope associated with this buffer. <br /></td></tr>
-<tr class="separator:ae18dc68f47dfa53596cb859995381d18"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a82a7e3d50127e401ce7e6e9962616b71" id="r_a82a7e3d50127e401ce7e6e9962616b71"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a82a7e3d50127e401ce7e6e9962616b71">with_allocated_addr</a> (ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > allocated_addr) <a class="el" href="cla [...]
-<tr class="memdesc:a82a7e3d50127e401ce7e6e9962616b71"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> a new buffer with the allocated address. <br /></td></tr>
-<tr class="separator:a82a7e3d50127e401ce7e6e9962616b71"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a93df7d8918fd7b1e88a240ac3ba9f8f3" id="r_a93df7d8918fd7b1e88a240ac3ba9f8f3"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">bool</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a93df7d8918fd7b1e88a240ac3ba9f8f3">IsScalar</a> (<a class="el" href="classtvm_1_1With.html">bool</a> <a class="el" href="classtvm_1_1With.html">alloc_or_decl</a>=<a class="el" href="classtvm_ [...]
-<tr class="memdesc:a93df7d8918fd7b1e88a240ac3ba9f8f3"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> true if the buffer is a scalar. <br /></td></tr>
-<tr class="separator:a93df7d8918fd7b1e88a240ac3ba9f8f3"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ae5bba34a1b184da7f1fcb2431db7d033" id="r_ae5bba34a1b184da7f1fcb2431db7d033"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#ae5bba34a1b184da7f1fcb2431db7d033">with_dtype</a> (<a class="el" href="classtvm_1_1PrimType.html">PrimType</a> dtype) <a class="el" href="classtvm_1_1With.html">const</a></td></tr>
-<tr class="memdesc:ae5bba34a1b184da7f1fcb2431db7d033"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> a new buffer with the dtype. <br /></td></tr>
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-<tr class="memitem:a2cfef360f77cac96c441ca0feb33bf6f" id="r_a2cfef360f77cac96c441ca0feb33bf6f"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1PrimType.html">PrimType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a2cfef360f77cac96c441ca0feb33bf6f">ElementType</a> () <a class="el" href="classtvm_1_1With.html">const</a></td></tr>
-<tr class="separator:a2cfef360f77cac96c441ca0feb33bf6f"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a7d67b6e9d1f0d80daf49f8f2142d2354" id="r_a7d67b6e9d1f0d80daf49f8f2142d2354"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a7d67b6e9d1f0d80daf49f8f2142d2354">with_data</a> (<a class="el" href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">Var</a> data) <a class="el" href="classtvm_1_1Wi [...]
-<tr class="memdesc:a7d67b6e9d1f0d80daf49f8f2142d2354"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> a new buffer with the data. <br /></td></tr>
-<tr class="separator:a7d67b6e9d1f0d80daf49f8f2142d2354"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a0b99c9c08e349a23e16d4e79f86e9775" id="r_a0b99c9c08e349a23e16d4e79f86e9775"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#a0b99c9c08e349a23e16d4e79f86e9775">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a> (<a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a>, ffi::ObjectRef, <a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">BufferNode</a>)</td></tr>
-<tr class="separator:a0b99c9c08e349a23e16d4e79f86e9775"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:aca33bb24e03d62f995eefa548b6fce1e" id="r_aca33bb24e03d62f995eefa548b6fce1e"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html#aca33bb24e03d62f995eefa548b6fce1e">TVM_DEFINE_OBJECT_REF_COW_METHOD</a> (<a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">BufferNode</a>)</td></tr>
-<tr class="separator:aca33bb24e03d62f995eefa548b6fce1e"><td class="memSeparator" colspan="2"> </td></tr>
-</table>
-<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
-<div class="textblock"><p><a class="el" href="classtvm_1_1tirx_1_1Buffer.html" title="Buffer is a symbolic n-darray structure. It is a composition of primitive symbolic types,...">Buffer</a> is a symbolic n-darray structure. It is a composition of primitive symbolic types, used to specify the memory layout of the Tensor used in program input. </p>
-</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
-<a id="a94d21cc75c179e954a4488ef3fa4fff2" name="a94d21cc75c179e954a4488ef3fa4fff2"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a94d21cc75c179e954a4488ef3fa4fff2">◆ </a></span>Buffer()</h2>
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-<div class="memitem">
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- <table class="memname">
- <tr>
- <td class="memname">tvm::tirx::Buffer::Buffer </td>
- <td>(</td>
- <td class="paramtype"><a class="el" href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">Var</a> </td>
- <td class="paramname"><em>data</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1PrimType.html">PrimType</a> </td>
- <td class="paramname"><em>dtype</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>shape</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>strides</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> </td>
- <td class="paramname"><em>elem_offset</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::String </td>
- <td class="paramname"><em>name</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1With.html">int</a> </td>
- <td class="paramname"><em>data_alignment</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1With.html">int</a> </td>
- <td class="paramname"><em>offset_factor</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1Span.html">Span</a> </td>
- <td class="paramname"><em>span</em> = <code><a class="el" href="classtvm_1_1Span.html">Span</a>()</code>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::Optional< <a class="el" href="classtvm_1_1tirx_1_1Layout.html">Layout</a> > </td>
- <td class="paramname"><em>layout</em> = <code>std::nullopt</code>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>allocated_addr</em> = <code>{}</code> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
-</div><div class="memdoc">
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-</div>
-</div>
-<h2 class="groupheader">Member Function Documentation</h2>
-<a id="ae5d66996c62b0daac2053cfa34aecdb0" name="ae5d66996c62b0daac2053cfa34aecdb0"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#ae5d66996c62b0daac2053cfa34aecdb0">◆ </a></span>access_ptr()</h2>
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-<div class="memitem">
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- <td class="memname"><a class="el" href="classtvm_1_1Expr.html">Expr</a> tvm::tirx::Buffer::access_ptr </td>
- <td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1With.html">int</a> </td>
- <td class="paramname"><em>access_mask</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1PointerType.html">PointerType</a> </td>
- <td class="paramname"><em>ptr_type</em> = <code><a class="el" href="classtvm_1_1PointerType.html#a58efde5cf86381c865ca2750cfc444c2">PointerType::VoidPointerTy</a>()</code>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1With.html">int</a> </td>
- <td class="paramname"><em>content_lanes</em> = <code>1</code>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> </td>
- <td class="paramname"><em>offset</em> = <code><a class="el" href="classtvm_1_1IntImm.html#acdcc68acec1b9fda51dfbf76b4836ef3">IntImm::Int32</a>(0)</code>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::Optional< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>input_extent</em> = <code>std::nullopt</code> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
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-<p>Get access ptr to the entire buffer. </p>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">access_mask</td><td>The access mask </td></tr>
- <tr><td class="paramname">ptr_type</td><td>The type of the pointer. </td></tr>
- <tr><td class="paramname">content_lanes</td><td>The number of lanes for the (data) type. </td></tr>
- <tr><td class="paramname">offset</td><td>The offset of ptr. </td></tr>
- <tr><td class="paramname">input_extent</td><td>The extent of ptr. </td></tr>
- </table>
- </dd>
-</dl>
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-</div>
-</div>
-<a id="a2cfef360f77cac96c441ca0feb33bf6f" name="a2cfef360f77cac96c441ca0feb33bf6f"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a2cfef360f77cac96c441ca0feb33bf6f">◆ </a></span>ElementType()</h2>
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-<div class="memitem">
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- <td class="mlabels-left">
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- <td class="memname"><a class="el" href="classtvm_1_1PrimType.html">PrimType</a> tvm::tirx::Buffer::ElementType </td>
- <td>(</td>
- <td class="paramname"></td><td>)</td>
- <td> const</td>
- </tr>
- </table>
- </td>
- <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">inline</span></span> </td>
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-<dl class="section return"><dt>Returns</dt><dd>primitive element type for compiler-side uses. </dd></dl>
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-</div>
-</div>
-<a id="af0f9adc1cbc7fdd43b43a4be5fcd4b22" name="af0f9adc1cbc7fdd43b43a4be5fcd4b22"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#af0f9adc1cbc7fdd43b43a4be5fcd4b22">◆ </a></span>GetFlattenedBuffer()</h2>
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-<div class="memitem">
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- <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> tvm::tirx::Buffer::GetFlattenedBuffer </td>
- <td>(</td>
- <td class="paramname"></td><td>)</td>
- <td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
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-<p>Get a flattened version of the buffer. </p>
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-</div>
-</div>
-<a id="a93df7d8918fd7b1e88a240ac3ba9f8f3" name="a93df7d8918fd7b1e88a240ac3ba9f8f3"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a93df7d8918fd7b1e88a240ac3ba9f8f3">◆ </a></span>IsScalar()</h2>
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-<div class="memitem">
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- <td class="memname"><a class="el" href="classtvm_1_1With.html">bool</a> tvm::tirx::Buffer::IsScalar </td>
- <td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1With.html">bool</a> </td>
- <td class="paramname"><em>alloc_or_decl</em> = <code><a class="el" href="classtvm_1_1With.html">true</a></code></td><td>)</td>
- <td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
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-<p><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> true if the buffer is a scalar. </p>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">alloc_or_decl</td><td>Whether to consider alloc_scalar and decl_scalar as scalar. True for alloc_scalar, False for decl_scalar. </td></tr>
- </table>
- </dd>
-</dl>
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-</div>
-</div>
-<a id="a4bbae212b395e2b129cdbe70c4c30bef" name="a4bbae212b395e2b129cdbe70c4c30bef"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a4bbae212b395e2b129cdbe70c4c30bef">◆ </a></span>MakeSlice()</h2>
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-<div class="memitem">
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- <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> tvm::tirx::Buffer::MakeSlice </td>
- <td>(</td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>begins</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>extents</em> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
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-<p>Make a new symbolic buffer representing a slice of the buffer. </p>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">begins</td><td>The beginning position of each dimension. </td></tr>
- <tr><td class="paramname">extents</td><td>The extent of each dimension. </td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section note"><dt>Note</dt><dd>This function will make target buffer as compact as possible. If stride is not needed in the slice, it won't be presented </dd></dl>
-<dl class="section return"><dt>Returns</dt><dd>the result buffer. </dd></dl>
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-</div>
-</div>
-<a id="abaa7c4b6733b7abf7d7d14fcc67ff1aa" name="abaa7c4b6733b7abf7d7d14fcc67ff1aa"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#abaa7c4b6733b7abf7d7d14fcc67ff1aa">◆ </a></span>MakeStrideView()</h2>
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-<div class="memitem">
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- <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> tvm::tirx::Buffer::MakeStrideView </td>
- <td>(</td>
- <td class="paramname"></td><td>)</td>
- <td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
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-<p><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> a new buffer that is equivalent with current one but always add stride field. </p>
-<dl class="section return"><dt>Returns</dt><dd>The strided version of the buffer. </dd></dl>
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-</div>
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-<h2 class="memtitle"><span class="permalink"><a href="#a3bbcdf0b3a464823aa243f677565416c">◆ </a></span>OffsetOf()</h2>
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-<div class="memitem">
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- <table class="memname">
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- <td class="memname">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > tvm::tirx::Buffer::OffsetOf </td>
- <td>(</td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>index</em></td><td>)</td>
- <td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
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-<p>Determine the offset in the buffer of the given index. </p>
-<p>Returns the buffer offset, in number of elements of type dtype, without adjusting for number of lanes. (e.g. The number of float16x4 elements in a buffer of type float16x4.) </p>
-
-</div>
-</div>
-<a id="a884e5430833d294a346ef49364b46a0b" name="a884e5430833d294a346ef49364b46a0b"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a884e5430833d294a346ef49364b46a0b">◆ </a></span>OffsetOf_p()</h2>
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-<div class="memitem">
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- <table class="memname">
- <tr>
- <td class="memname"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> tvm::tirx::Buffer::OffsetOf_p </td>
- <td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1With.html">const</a> ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > & </td>
- <td class="paramname"><em>indices</em></td><td>)</td>
- <td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
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-<p>Get the buffer_offset op for the given index. </p>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">index</td><td>The index to be accessed. </td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>The buffer_offset op. </dd></dl>
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-</div>
-</div>
-<a id="ae18dc68f47dfa53596cb859995381d18" name="ae18dc68f47dfa53596cb859995381d18"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#ae18dc68f47dfa53596cb859995381d18">◆ </a></span>scope()</h2>
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- <td class="memname">ffi::String tvm::tirx::Buffer::scope </td>
- <td>(</td>
- <td class="paramname"></td><td>)</td>
- <td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
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-<p><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> the storage scope associated with this buffer. </p>
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-</div>
-</div>
-<a id="aca33bb24e03d62f995eefa548b6fce1e" name="aca33bb24e03d62f995eefa548b6fce1e"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#aca33bb24e03d62f995eefa548b6fce1e">◆ </a></span>TVM_DEFINE_OBJECT_REF_COW_METHOD()</h2>
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-<div class="memitem">
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- <table class="memname">
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- <td class="memname">tvm::tirx::Buffer::TVM_DEFINE_OBJECT_REF_COW_METHOD </td>
- <td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">BufferNode</a> </td>
- <td class="paramname"></td><td>)</td>
- <td></td>
- </tr>
- </table>
-</div><div class="memdoc">
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-</div>
-</div>
-<a id="a0b99c9c08e349a23e16d4e79f86e9775" name="a0b99c9c08e349a23e16d4e79f86e9775"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a0b99c9c08e349a23e16d4e79f86e9775">◆ </a></span>TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE()</h2>
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-<div class="memitem">
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- <td class="memname">tvm::tirx::Buffer::TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE </td>
- <td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td>
- <td class="paramname">, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::ObjectRef </td>
- <td class="paramname">, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">BufferNode</a> </td>
- <td class="paramname"> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-</div>
-</div>
-<a id="a013b36b5933d2e79ec5921e716d528c8" name="a013b36b5933d2e79ec5921e716d528c8"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a013b36b5933d2e79ec5921e716d528c8">◆ </a></span>vload()</h2>
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- <table class="memname">
- <tr>
- <td class="memname"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> tvm::tirx::Buffer::vload </td>
- <td>(</td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>begin</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1PrimType.html">PrimType</a> </td>
- <td class="paramname"><em>dtype</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::Optional< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>predicate</em> = <code>std::nullopt</code> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-<p>Create an <a class="el" href="classtvm_1_1Expr.html" title="Managed reference to ExprNode.">Expr</a> that does a vector load at begin index. </p>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">begin</td><td>The beginning index </td></tr>
- <tr><td class="paramname">dtype</td><td>The data type to be loaded. </td></tr>
- <tr><td class="paramname">predicate</td><td>A vector mask of boolean values indicating which lanes of a vector are to be loaded. The number lanes of the mask must be equal to the number of lanes in being loaded. </td></tr>
- </table>
- </dd>
-</dl>
-
-</div>
-</div>
-<a id="afd5d83b90aeb6001981b2f613c9fa0ba" name="afd5d83b90aeb6001981b2f613c9fa0ba"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#afd5d83b90aeb6001981b2f613c9fa0ba">◆ </a></span>vstore()</h2>
-
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1Stmt.html">Stmt</a> tvm::tirx::Buffer::vstore </td>
- <td>(</td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>begin</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> </td>
- <td class="paramname"><em>value</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::Optional< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>predicate</em> = <code>std::nullopt</code> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-<p>Create a <a class="el" href="classtvm_1_1tirx_1_1Stmt.html" title="Container of all statements.">Stmt</a> that does a vector store at begin index. </p>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">begin</td><td>The beginning index </td></tr>
- <tr><td class="paramname">value</td><td>The value to be stored. </td></tr>
- <tr><td class="paramname">predicate</td><td>A vector mask of boolean values indicating which lanes of a vector are to be stored. The number lanes of the mask must be equal to the number of lanes in value. </td></tr>
- </table>
- </dd>
-</dl>
-
-</div>
-</div>
-<a id="a82a7e3d50127e401ce7e6e9962616b71" name="a82a7e3d50127e401ce7e6e9962616b71"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a82a7e3d50127e401ce7e6e9962616b71">◆ </a></span>with_allocated_addr()</h2>
-
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> tvm::tirx::Buffer::with_allocated_addr </td>
- <td>(</td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
- <td class="paramname"><em>allocated_addr</em></td><td>)</td>
- <td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-<p><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> a new buffer with the allocated address. </p>
-
-</div>
-</div>
-<a id="a7d67b6e9d1f0d80daf49f8f2142d2354" name="a7d67b6e9d1f0d80daf49f8f2142d2354"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a7d67b6e9d1f0d80daf49f8f2142d2354">◆ </a></span>with_data()</h2>
-
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> tvm::tirx::Buffer::with_data </td>
- <td>(</td>
- <td class="paramtype"><a class="el" href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">Var</a> </td>
- <td class="paramname"><em>data</em></td><td>)</td>
- <td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-<p><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> a new buffer with the data. </p>
-
-</div>
-</div>
-<a id="ae5bba34a1b184da7f1fcb2431db7d033" name="ae5bba34a1b184da7f1fcb2431db7d033"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#ae5bba34a1b184da7f1fcb2431db7d033">◆ </a></span>with_dtype()</h2>
-
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> tvm::tirx::Buffer::with_dtype </td>
- <td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1PrimType.html">PrimType</a> </td>
- <td class="paramname"><em>dtype</em></td><td>)</td>
- <td> const</td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-<p><a class="el" href="classtvm_1_1tirx_1_1Return.html" title="Managed reference to ReturnNode.">Return</a> a new buffer with the dtype. </p>
-
-</div>
-</div>
-<hr/>The documentation for this class was generated from the following file:<ul>
-<li>include/tvm/tirx/<a class="el" href="buffer_8h_source.html">buffer.h</a></li>
-</ul>
-</div><!-- contents -->
-<!-- start footer part -->
-<hr class="footer"/><address class="footer"><small>
-Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.9.8
-</small></address>
-</body>
-</html>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisGraphExtractor-members.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisGraphExtractor-members.html
index bdff3040bd0..1c1fc5d470c 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisGraphExtractor-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisGraphExtractor-members.html
@@ -81,8 +81,8 @@ $(function() {
<table class="directory">
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html#a39ce5890c77c364024076f6155299263">DFSGraph</a>(BufferAxis cur, std::unordered_set< BufferAxis, BufferAxisHash > *visited, std::vector< BufferAxis > *buffer_axis_group)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html">tvm::tirx::BufferAxisGraphExtractor</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html#ad8e01d1d6fe77bb27cb007cde0cb83d5">GetTIRVarAxisGraph</a>(const PrimFunc &prim_func)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html">tvm::tirx::BufferAxisGraphExtractor</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">static</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html#ae78e6d5f52453480c25f8cc292dee004">VisitBufferDef</a>(const Buffer &buffer, bool alloc_data)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html">tvm::tirx::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span><span class="mlabel">virtual</span></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html#a7650969129f5af7c6ab64df5f8b0fa41">VisitBufferUse</a>(const Buffer &buffer)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html">tvm::tirx::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span><span class="mlabel">virtual</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html#ae1c64abea93f2045b065eacb14846c7a">VisitBufferDef</a>(const BufferVar &buffer, bool alloc_data)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html">tvm::tirx::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span><span class="mlabel">virtual</span></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html#a29bcb746c017e912b98cb85dc4085af8">VisitBufferUse</a>(const BufferVar &buffer)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html">tvm::tirx::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span><span class="mlabel">virtual</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtExprVisitor.html#ab6921c59691d407efb9e8da961f752e8">VisitExpr</a>(const Expr &e) override</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtExprVisitor.html">tvm::tirx::StmtExprVisitor</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span><span class="mlabel">virtual</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtExprVisitor.html#aedba3a7b97383c9b1b578eb661d3b5ea">tvm::tirx::StmtExprVisitor::VisitExpr_</a>(const VarNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtExprVisitor.html">tvm::tirx::StmtExprVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtExprVisitor.html#af35a4b06c2931a6be9f9965d8ee029b3">tvm::tirx::StmtExprVisitor::VisitExpr_</a>(const ProducerLoadNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1StmtExprVisitor.html">tvm::tirx::StmtExprVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html
index 90e49a81f6e..8d25e280cd8 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html
@@ -98,7 +98,7 @@ Collaboration diagram for tvm::tirx::BufferAxisGraphExtractor:</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
-<tr class="memitem:a39ce5890c77c364024076f6155299263" id="r_a39ce5890c77c364024076f6155299263"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">void</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html#a39ce5890c77c364024076f6155299263">DFSGraph</a> (<a class="el" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">BufferAxis</a> <a class="el" href="classtvm [...]
+<tr class="memitem:a39ce5890c77c364024076f6155299263" id="r_a39ce5890c77c364024076f6155299263"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">void</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferAxisGraphExtractor.html#a39ce5890c77c364024076f6155299263">DFSGraph</a> (<a class="el" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">BufferAxis</a> <a class="el" href="classtvm [...]
<tr class="separator:a39ce5890c77c364024076f6155299263"><td class="memSeparator" colspan="2"> </td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-static-methods" name="pub-static-methods"></a>
@@ -244,12 +244,12 @@ Additional Inherited Members</h2></td></tr>
<tr class="memitem:a9a160d37fef2d5a512973da6d771a83a inherit pro_methods_classtvm_1_1tirx_1_1ExprVisitor" id="r_a9a160d37fef2d5a512973da6d771a83a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">void</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1ExprVisitor.html#a9a160d37fef2d5a512973da6d771a83a">VisitExpr_</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="classtvm_1 [...]
<tr class="separator:a9a160d37fef2d5a512973da6d771a83a inherit pro_methods_classtvm_1_1tirx_1_1ExprVisitor"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="inherit_header pro_methods_classtvm_1_1tirx_1_1StmtVisitor"><td colspan="2" onclick="javascript:toggleInherit('pro_methods_classtvm_1_1tirx_1_1StmtVisitor')"><img src="closed.png" alt="-"/> Protected Member Functions inherited from <a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html">tvm::tirx::StmtVisitor</a></td></tr>
-<tr class="memitem:ae78e6d5f52453480c25f8cc292dee004 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor" id="r_ae78e6d5f52453480c25f8cc292dee004"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">virtual</a> <a class="el" href="classtvm_1_1With.html">void</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html#ae78e6d5f52453480c25f8cc292dee004">VisitBufferDef</a> (<a class="el" href="clas [...]
-<tr class="memdesc:ae78e6d5f52453480c25f8cc292dee004 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor"><td class="mdescLeft"> </td><td class="mdescRight">Visit buffer at definition site (<a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html" title="Managed reference to AllocBufferNode.">AllocBuffer</a>, <a class="el" href="classtvm_1_1tirx_1_1DeclBuffer.html" title="Managed reference to DeclBufferNode.">DeclBuffer</a>, <a class="el" href="classtvm_1_1tirx_1_1SBlock.html" title [...]
-<tr class="separator:ae78e6d5f52453480c25f8cc292dee004 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a7650969129f5af7c6ab64df5f8b0fa41 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor" id="r_a7650969129f5af7c6ab64df5f8b0fa41"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">virtual</a> <a class="el" href="classtvm_1_1With.html">void</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html#a7650969129f5af7c6ab64df5f8b0fa41">VisitBufferUse</a> (<a class="el" href="clas [...]
-<tr class="memdesc:a7650969129f5af7c6ab64df5f8b0fa41 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor"><td class="mdescLeft"> </td><td class="mdescRight">Visit buffer at use site (<a class="el" href="classtvm_1_1tirx_1_1BufferStore.html" title="Managed reference to BufferStoreNode.">BufferStore</a>, <a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html" title="Managed reference to BufferLoadNode.">BufferLoad</a>, <a class="el" href="classtvm_1_1tirx_1_1SBlock.html" title="Manag [...]
-<tr class="separator:a7650969129f5af7c6ab64df5f8b0fa41 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ae1c64abea93f2045b065eacb14846c7a inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor" id="r_ae1c64abea93f2045b065eacb14846c7a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">virtual</a> <a class="el" href="classtvm_1_1With.html">void</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html#ae1c64abea93f2045b065eacb14846c7a">VisitBufferDef</a> (<a class="el" href="clas [...]
+<tr class="memdesc:ae1c64abea93f2045b065eacb14846c7a inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor"><td class="mdescLeft"> </td><td class="mdescRight">Visit buffer at definition site (<a class="el" href="classtvm_1_1tirx_1_1AllocBuffer.html" title="Managed reference to AllocBufferNode.">AllocBuffer</a>, <a class="el" href="classtvm_1_1tirx_1_1DeclBuffer.html" title="Managed reference to DeclBufferNode.">DeclBuffer</a>, <a class="el" href="classtvm_1_1tirx_1_1SBlock.html" title [...]
+<tr class="separator:ae1c64abea93f2045b065eacb14846c7a inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a29bcb746c017e912b98cb85dc4085af8 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor" id="r_a29bcb746c017e912b98cb85dc4085af8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">virtual</a> <a class="el" href="classtvm_1_1With.html">void</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html#a29bcb746c017e912b98cb85dc4085af8">VisitBufferUse</a> (<a class="el" href="clas [...]
+<tr class="memdesc:a29bcb746c017e912b98cb85dc4085af8 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor"><td class="mdescLeft"> </td><td class="mdescRight">Visit buffer at use site (<a class="el" href="classtvm_1_1tirx_1_1BufferStore.html" title="Managed reference to BufferStoreNode.">BufferStore</a>, <a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html" title="Managed reference to BufferLoadNode.">BufferLoad</a>, <a class="el" href="classtvm_1_1tirx_1_1SBlock.html" title="Manag [...]
+<tr class="separator:a29bcb746c017e912b98cb85dc4085af8 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a309955933b57ef90fb97f7a18b568626 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor" id="r_a309955933b57ef90fb97f7a18b568626"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">void</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html#a309955933b57ef90fb97f7a18b568626">VisitStmt_</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="classtvm_1 [...]
<tr class="separator:a309955933b57ef90fb97f7a18b568626 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a41a19d823d7ad26187a372b6225b50a2 inherit pro_methods_classtvm_1_1tirx_1_1StmtVisitor" id="r_a41a19d823d7ad26187a372b6225b50a2"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">void</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1StmtVisitor.html#a41a19d823d7ad26187a372b6225b50a2">VisitStmt_</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="classtvm_1 [...]
@@ -302,19 +302,19 @@ Additional Inherited Members</h2></td></tr>
<tr>
<td class="memname"><a class="el" href="classtvm_1_1With.html">void</a> tvm::tirx::BufferAxisGraphExtractor::DFSGraph </td>
<td>(</td>
- <td class="paramtype"><a class="el" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">BufferAxis</a> </td>
+ <td class="paramtype"><a class="el" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">BufferAxis</a> </td>
<td class="paramname"><em>cur</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
- <td class="paramtype">std::unordered_set< <a class="el" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">BufferAxis</a>, <a class="el" href="classtvm_1_1tirx_1_1BufferAxisHash.html">BufferAxisHash</a> > * </td>
+ <td class="paramtype">std::unordered_set< <a class="el" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">BufferAxis</a>, <a class="el" href="classtvm_1_1tirx_1_1BufferAxisHash.html">BufferAxisHash</a> > * </td>
<td class="paramname"><em>visited</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
- <td class="paramtype">std::vector< <a class="el" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">BufferAxis</a> > * </td>
+ <td class="paramtype">std::vector< <a class="el" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">BufferAxis</a> > * </td>
<td class="paramname"><em>buffer_axis_group</em> </td>
</tr>
<tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisHash.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisHash.html
index c3ae212eff4..8338168d028 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisHash.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferAxisHash.html
@@ -89,7 +89,7 @@ Collaboration diagram for tvm::tirx::BufferAxisHash:</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
-<tr class="memitem:ab28a93a16fa8e3f849f47a0c43ad6282" id="r_ab28a93a16fa8e3f849f47a0c43ad6282"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">size_t</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferAxisHash.html#ab28a93a16fa8e3f849f47a0c43ad6282">operator()</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac5316 [...]
+<tr class="memitem:ab28a93a16fa8e3f849f47a0c43ad6282" id="r_ab28a93a16fa8e3f849f47a0c43ad6282"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">size_t</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferAxisHash.html#ab28a93a16fa8e3f849f47a0c43ad6282">operator()</a> (<a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d2 [...]
<tr class="separator:ab28a93a16fa8e3f849f47a0c43ad6282"><td class="memSeparator" colspan="2"> </td></tr>
</table>
<h2 class="groupheader">Member Function Documentation</h2>
@@ -105,7 +105,7 @@ Public Member Functions</h2></td></tr>
<tr>
<td class="memname"><a class="el" href="classtvm_1_1With.html">size_t</a> tvm::tirx::BufferAxisHash::operator() </td>
<td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="namespacetvm_1_1tirx.html#a176fc8a18c3ffce5a6c69e15ac53165f">BufferAxis</a> & </td>
+ <td class="paramtype"><a class="el" href="classtvm_1_1With.html">const</a> <a class="el" href="namespacetvm_1_1tirx.html#aae66818353d29c42b5f0337479f5d272">BufferAxis</a> & </td>
<td class="paramname"><em>buffer_axis</em></td><td>)</td>
<td> const</td>
</tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoad-members.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoad-members.html
index 312cdbf4899..f1a8731b53a 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoad-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoad-members.html
@@ -80,7 +80,7 @@ $(function() {
<p>This is the complete list of members for <a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html">tvm::tirx::BufferLoad</a>, including all inherited members.</p>
<table class="directory">
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html#a4a25a5b084bf710954c7ba3bbdf52dfa">_type_container_is_exact</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html">tvm::tirx::BufferLoad</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html#ae0aed5aa19476cb6f4811987d0ac5762">BufferLoad</a>(Buffer buffer, ffi::Array< PrimExpr > indices, ffi::Optional< PrimExpr > predicate=std::nullopt, Span span=Span())</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html">tvm::tirx::BufferLoad</a></td><td class="entry"><span class="mlabel">explicit</span></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html#a319df057a1be69f236bccb2a27646bc7">BufferLoad</a>(BufferVar buffer, ffi::Array< PrimExpr > indices, ffi::Optional< PrimExpr > predicate=std::nullopt, Span span=Span())</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html">tvm::tirx::BufferLoad</a></td><td class="entry"><span class="mlabel">explicit</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1PrimExpr.html#a8839598722144f363e11e377ebd6f5ad">ConvertFallbackValue</a>(ffi::String value)</td><td class="entry"><a class="el" href="classtvm_1_1PrimExpr.html">tvm::PrimExpr</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1Expr.html#a86bd9da75268e479e3bbe61729dce8ac">operator!=</a>(const Expr &other) const =delete</td><td class="entry"><a class="el" href="classtvm_1_1Expr.html">tvm::Expr</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1Expr.html#afb14020d9ae652a64a6f15dcba073c0e">operator<</a>(const Expr &other) const =delete</td><td class="entry"><a class="el" href="classtvm_1_1Expr.html">tvm::Expr</a></td><td class="entry"></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoad.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoad.html
index 3779626196d..60502646048 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoad.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoad.html
@@ -98,8 +98,8 @@ Collaboration diagram for tvm::tirx::BufferLoad:</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
-<tr class="memitem:ae0aed5aa19476cb6f4811987d0ac5762" id="r_ae0aed5aa19476cb6f4811987d0ac5762"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html#ae0aed5aa19476cb6f4811987d0ac5762">BufferLoad</a> (<a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> buffer, ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > indices, ffi::Optional< <a class [...]
-<tr class="separator:ae0aed5aa19476cb6f4811987d0ac5762"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a319df057a1be69f236bccb2a27646bc7" id="r_a319df057a1be69f236bccb2a27646bc7"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html#a319df057a1be69f236bccb2a27646bc7">BufferLoad</a> (<a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> buffer, ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > indices, ffi::Optional< <a [...]
+<tr class="separator:a319df057a1be69f236bccb2a27646bc7"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a270ca09bd3eeb26e5f17335044238589" id="r_a270ca09bd3eeb26e5f17335044238589"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html#a270ca09bd3eeb26e5f17335044238589">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a> (<a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html">BufferLoad</a>, <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a>, <a class="el" href="c [...]
<tr class="separator:a270ca09bd3eeb26e5f17335044238589"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a15afcebf54bbbc1f5ad6a4fca7922021" id="r_a15afcebf54bbbc1f5ad6a4fca7922021"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferLoad.html#a15afcebf54bbbc1f5ad6a4fca7922021">TVM_DEFINE_OBJECT_REF_COW_METHOD</a> (<a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html">BufferLoadNode</a>)</td></tr>
@@ -153,8 +153,8 @@ Additional Inherited Members</h2></td></tr>
<div class="textblock"><p>Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html" title="Load value from the high dimension buffer.">BufferLoadNode</a>. </p>
<dl class="section see"><dt>See also</dt><dd><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html" title="Load value from the high dimension buffer.">BufferLoadNode</a> </dd></dl>
</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
-<a id="ae0aed5aa19476cb6f4811987d0ac5762" name="ae0aed5aa19476cb6f4811987d0ac5762"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#ae0aed5aa19476cb6f4811987d0ac5762">◆ </a></span>BufferLoad()</h2>
+<a id="a319df057a1be69f236bccb2a27646bc7" name="a319df057a1be69f236bccb2a27646bc7"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a319df057a1be69f236bccb2a27646bc7">◆ </a></span>BufferLoad()</h2>
<div class="memitem">
<div class="memproto">
@@ -165,7 +165,7 @@ Additional Inherited Members</h2></td></tr>
<tr>
<td class="memname">tvm::tirx::BufferLoad::BufferLoad </td>
<td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td>
+ <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> </td>
<td class="paramname"><em>buffer</em>, </td>
</tr>
<tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoadNode-members.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoadNode-members.html
index 70af2456897..1ffe7e53ff9 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoadNode-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoadNode-members.html
@@ -81,7 +81,7 @@ $(function() {
<table class="directory">
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1ExprNode.html#a998e4b1d8caa76f66e9d947931178f01">_type_child_slots</a></td><td class="entry"><a class="el" href="classtvm_1_1ExprNode.html">tvm::ExprNode</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1ExprNode.html#a549f3165583edbbc9a13c6d796e7b298">_type_s_eq_hash_kind</a></td><td class="entry"><a class="el" href="classtvm_1_1ExprNode.html">tvm::ExprNode</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html#a041e2f61e7ab536245bc44cd73136560">buffer</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html">tvm::tirx::BufferLoadNode</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html#a428f7496c9755e5add862984764ccde4">buffer</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html">tvm::tirx::BufferLoadNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html#a4fc20852a07acb158a99c2ccc16b6226">BufferLoad</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html">tvm::tirx::BufferLoadNode</a></td><td class="entry"><span class="mlabel">friend</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html#a46452c76ddea6c63353f8101e3462238">CustomDatatypesLowerer</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html">tvm::tirx::BufferLoadNode</a></td><td class="entry"><span class="mlabel">friend</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html#acca52b1826621747bb81826592a520ac">indices</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html">tvm::tirx::BufferLoadNode</a></td><td class="entry"></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoadNode.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoadNode.html
index 7fefde48f9b..7dabecca607 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoadNode.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferLoadNode.html
@@ -95,7 +95,7 @@ Inheritance diagram for tvm::tirx::BufferLoadNode:</div>
<div class="dynheader">
Collaboration diagram for tvm::tirx::BufferLoadNode:</div>
<div class="dyncontent">
-<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1tirx_1_1BufferLoadNode__coll__graph.svg" width="687" height="848"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
+<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1tirx_1_1BufferLoadNode__coll__graph.svg" width="846" height="1020"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
@@ -116,9 +116,9 @@ Static Public Member Functions</h2></td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-attribs" name="pub-attribs"></a>
Public Attributes</h2></td></tr>
-<tr class="memitem:a041e2f61e7ab536245bc44cd73136560" id="r_a041e2f61e7ab536245bc44cd73136560"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html#a041e2f61e7ab536245bc44cd73136560">buffer</a></td></tr>
-<tr class="memdesc:a041e2f61e7ab536245bc44cd73136560"><td class="mdescLeft"> </td><td class="mdescRight">The buffer variable. <br /></td></tr>
-<tr class="separator:a041e2f61e7ab536245bc44cd73136560"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a428f7496c9755e5add862984764ccde4" id="r_a428f7496c9755e5add862984764ccde4"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html#a428f7496c9755e5add862984764ccde4">buffer</a></td></tr>
+<tr class="memdesc:a428f7496c9755e5add862984764ccde4"><td class="mdescLeft"> </td><td class="mdescRight">The buffer variable. <br /></td></tr>
+<tr class="separator:a428f7496c9755e5add862984764ccde4"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:acca52b1826621747bb81826592a520ac" id="r_acca52b1826621747bb81826592a520ac"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferLoadNode.html#acca52b1826621747bb81826592a520ac">indices</a></td></tr>
<tr class="memdesc:acca52b1826621747bb81826592a520ac"><td class="mdescLeft"> </td><td class="mdescRight">The indices location to be loaded. <br /></td></tr>
<tr class="separator:acca52b1826621747bb81826592a520ac"><td class="memSeparator" colspan="2"> </td></tr>
@@ -154,9 +154,9 @@ Additional Inherited Members</h2></td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Load value from the high dimension buffer. </p>
-<div class="fragment"><div class="line">value = <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferLoadNode.html#a041e2f61e7ab536245bc44cd73136560">buffer</a>[<a class="code hl_class" href="classtvm_1_1With.html">i</a>, <a class="code hl_class" href="classtvm_1_1With.html">j</a>];</div>
+<div class="fragment"><div class="line">value = <a class="code hl_variable" href="classtvm_1_1tirx_1_1BufferLoadNode.html#a428f7496c9755e5add862984764ccde4">buffer</a>[<a class="code hl_class" href="classtvm_1_1With.html">i</a>, <a class="code hl_class" href="classtvm_1_1With.html">j</a>];</div>
<div class="ttc" id="aclasstvm_1_1With_html"><div class="ttname"><a href="classtvm_1_1With.html">tvm::With</a></div><div class="ttdoc">RAII wrapper function to enter and exit a context object similar to python's with syntax.</div><div class="ttdef"><b>Definition</b> with_context.h:59</div></div>
-<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferLoadNode_html_a041e2f61e7ab536245bc44cd73136560"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferLoadNode.html#a041e2f61e7ab536245bc44cd73136560">tvm::tirx::BufferLoadNode::buffer</a></div><div class="ttdeci">Buffer buffer</div><div class="ttdoc">The buffer variable.</div><div class="ttdef"><b>Definition</b> expr.h:548</div></div>
+<div class="ttc" id="aclasstvm_1_1tirx_1_1BufferLoadNode_html_a428f7496c9755e5add862984764ccde4"><div class="ttname"><a href="classtvm_1_1tirx_1_1BufferLoadNode.html#a428f7496c9755e5add862984764ccde4">tvm::tirx::BufferLoadNode::buffer</a></div><div class="ttdeci">BufferVar buffer</div><div class="ttdoc">The buffer variable.</div><div class="ttdef"><b>Definition</b> expr.h:548</div></div>
</div><!-- fragment --> <dl class="section see"><dt>See also</dt><dd><a class="el" href="classtvm_1_1tirx_1_1BufferStore.html" title="Managed reference to BufferStoreNode.">BufferStore</a> </dd></dl>
</div><h2 class="groupheader">Member Function Documentation</h2>
<a id="a850e0a04d86de075df6b12c682b92703" name="a850e0a04d86de075df6b12c682b92703"></a>
@@ -308,14 +308,14 @@ Additional Inherited Members</h2></td></tr>
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<h2 class="groupheader">Member Data Documentation</h2>
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-<h2 class="memtitle"><span class="permalink"><a href="#a041e2f61e7ab536245bc44cd73136560">◆ </a></span>buffer</h2>
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+<h2 class="memtitle"><span class="permalink"><a href="#a428f7496c9755e5add862984764ccde4">◆ </a></span>buffer</h2>
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- <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> tvm::tirx::BufferLoadNode::buffer</td>
+ <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> tvm::tirx::BufferLoadNode::buffer</td>
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-<li class="navelem"><a class="el" href="namespacetvm.html">tvm</a></li><li class="navelem"><a class="el" href="namespacetvm_1_1tirx.html">tirx</a></li><li class="navelem"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">BufferNode</a></li> </ul>
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-<p>This is the complete list of members for <a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a>, including all inherited members.</p>
-<table class="directory">
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a98b13ae05f6f78f720310a6ff9e22701">_type_s_eq_hash_kind</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#aab0218669e142917afae65e78f480d49">allocated_addr</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a01dcbc0de1df11017b80e6aebe2b7afc">BufferNode</a>()</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a032fea6c6a5836c9393b5cf5d3f7ef66">data</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#ae7121e2f1e343890be8e82291f21662d">data_alignment</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a857c4b8359cccaa72cd9b609b2f5ba66">DefaultIndexType</a>() const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a3910ab108252249d571a46a26ab0a7f5">dtype</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#aaaa0ff22d869d8a21a8e1c8354ae7aa7">elem_offset</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a08acc657da4cfc79504906280cc34464">ElementType</a>() const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#ab26e9f26ff748fd4110e67ba388074c8">ElemOffset</a>(ffi::Array< PrimExpr > index, bool inner=false) const</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#ab3ee99bb7ca58f97cc4d01f18f9f8b67">layout</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a7b201f0b9f409b371a22b527232911af">name</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a9705c9d21d8a2f844885cc0ced1d8f7a">offset_factor</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a562988870d799ebc2420207e87a581af">RegisterReflection</a>()</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">static</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a20430f1e1a8c06737091343dc062eb2a">shape</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a10bddc40d3a75319ea9958ecf7002ee8">span</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"><span class="mlabel">mutable</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#adaeae9092c6c56b315c3c2a86fd52466">strides</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#ac4fb30a74ca831826e7b40339ced1bb8">TVM_FFI_DECLARE_OBJECT_INFO_FINAL</a>("tirx.Buffer", BufferNode, ffi::Object)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">tvm::tirx::BufferNode</a></td><td class="entry"></td></tr>
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-<li class="navelem"><a class="el" href="namespacetvm.html">tvm</a></li><li class="navelem"><a class="el" href="namespacetvm_1_1tirx.html">tirx</a></li><li class="navelem"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">BufferNode</a></li> </ul>
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-<a href="#pub-methods">Public Member Functions</a> |
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- <div class="headertitle"><div class="title">tvm::tirx::BufferNode Class Reference</div></div>
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-
-<p>Node to represent a buffer.
- <a href="classtvm_1_1tirx_1_1BufferNode.html#details">More...</a></p>
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-<p><code>#include <<a class="el" href="buffer_8h_source.html">buffer.h</a>></code></p>
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-<table class="memberdecls">
-<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
-Public Member Functions</h2></td></tr>
-<tr class="memitem:a01dcbc0de1df11017b80e6aebe2b7afc" id="r_a01dcbc0de1df11017b80e6aebe2b7afc"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a01dcbc0de1df11017b80e6aebe2b7afc">BufferNode</a> ()</td></tr>
-<tr class="memdesc:a01dcbc0de1df11017b80e6aebe2b7afc"><td class="mdescLeft"> </td><td class="mdescRight">constructor <br /></td></tr>
-<tr class="separator:a01dcbc0de1df11017b80e6aebe2b7afc"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a857c4b8359cccaa72cd9b609b2f5ba66" id="r_a857c4b8359cccaa72cd9b609b2f5ba66"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">DLDataType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a857c4b8359cccaa72cd9b609b2f5ba66">DefaultIndexType</a> () <a class="el" href="classtvm_1_1With.html">const</a></td></tr>
-<tr class="separator:a857c4b8359cccaa72cd9b609b2f5ba66"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a08acc657da4cfc79504906280cc34464" id="r_a08acc657da4cfc79504906280cc34464"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1PrimType.html">PrimType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a08acc657da4cfc79504906280cc34464">ElementType</a> () <a class="el" href="classtvm_1_1With.html">const</a></td></tr>
-<tr class="separator:a08acc657da4cfc79504906280cc34464"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ab26e9f26ff748fd4110e67ba388074c8" id="r_ab26e9f26ff748fd4110e67ba388074c8"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#ab26e9f26ff748fd4110e67ba388074c8">ElemOffset</a> (ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > index, <a class="el" href="c [...]
-<tr class="memdesc:ab26e9f26ff748fd4110e67ba388074c8"><td class="mdescLeft"> </td><td class="mdescRight">Determine the offset in the buffer of the given index. <br /></td></tr>
-<tr class="separator:ab26e9f26ff748fd4110e67ba388074c8"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ac4fb30a74ca831826e7b40339ced1bb8" id="r_ac4fb30a74ca831826e7b40339ced1bb8"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#ac4fb30a74ca831826e7b40339ced1bb8">TVM_FFI_DECLARE_OBJECT_INFO_FINAL</a> ("tirx.Buffer", <a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">BufferNode</a>, ffi::Object)</td></tr>
-<tr class="separator:ac4fb30a74ca831826e7b40339ced1bb8"><td class="memSeparator" colspan="2"> </td></tr>
-</table><table class="memberdecls">
-<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-static-methods" name="pub-static-methods"></a>
-Static Public Member Functions</h2></td></tr>
-<tr class="memitem:a562988870d799ebc2420207e87a581af" id="r_a562988870d799ebc2420207e87a581af"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">static</a> <a class="el" href="classtvm_1_1With.html">void</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a562988870d799ebc2420207e87a581af">RegisterReflection</a> ()</td></tr>
-<tr class="separator:a562988870d799ebc2420207e87a581af"><td class="memSeparator" colspan="2"> </td></tr>
-</table><table class="memberdecls">
-<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-attribs" name="pub-attribs"></a>
-Public Attributes</h2></td></tr>
-<tr class="memitem:a032fea6c6a5836c9393b5cf5d3f7ef66" id="r_a032fea6c6a5836c9393b5cf5d3f7ef66"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacetvm_1_1tirx.html#a6afba4ff0c281c4916330c3b0e2e6ad3">Var</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a032fea6c6a5836c9393b5cf5d3f7ef66">data</a></td></tr>
-<tr class="memdesc:a032fea6c6a5836c9393b5cf5d3f7ef66"><td class="mdescLeft"> </td><td class="mdescRight">The pointer to the head of the data. <br /></td></tr>
-<tr class="separator:a032fea6c6a5836c9393b5cf5d3f7ef66"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a3910ab108252249d571a46a26ab0a7f5" id="r_a3910ab108252249d571a46a26ab0a7f5"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1PrimType.html">PrimType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a3910ab108252249d571a46a26ab0a7f5">dtype</a> = <a class="el" href="classtvm_1_1PrimType.html#a2c807e9555c520595aeb7f84e4ac18f9">PrimType::Void</a>()</td></tr>
-<tr class="memdesc:a3910ab108252249d571a46a26ab0a7f5"><td class="mdescLeft"> </td><td class="mdescRight">dtype in the content of the tensor <br /></td></tr>
-<tr class="separator:a3910ab108252249d571a46a26ab0a7f5"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a20430f1e1a8c06737091343dc062eb2a" id="r_a20430f1e1a8c06737091343dc062eb2a"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a20430f1e1a8c06737091343dc062eb2a">shape</a></td></tr>
-<tr class="memdesc:a20430f1e1a8c06737091343dc062eb2a"><td class="mdescLeft"> </td><td class="mdescRight">The type of the buffer prior to flattening. <br /></td></tr>
-<tr class="separator:a20430f1e1a8c06737091343dc062eb2a"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:adaeae9092c6c56b315c3c2a86fd52466" id="r_adaeae9092c6c56b315c3c2a86fd52466"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#adaeae9092c6c56b315c3c2a86fd52466">strides</a></td></tr>
-<tr class="memdesc:adaeae9092c6c56b315c3c2a86fd52466"><td class="mdescLeft"> </td><td class="mdescRight">The strides of each dimension This can be an empty array, indicating array is contiguous. <br /></td></tr>
-<tr class="separator:adaeae9092c6c56b315c3c2a86fd52466"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:aaaa0ff22d869d8a21a8e1c8354ae7aa7" id="r_aaaa0ff22d869d8a21a8e1c8354ae7aa7"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#aaaa0ff22d869d8a21a8e1c8354ae7aa7">elem_offset</a></td></tr>
-<tr class="memdesc:aaaa0ff22d869d8a21a8e1c8354ae7aa7"><td class="mdescLeft"> </td><td class="mdescRight">The offset in terms of number of dtype elements (including lanes) <br /></td></tr>
-<tr class="separator:aaaa0ff22d869d8a21a8e1c8354ae7aa7"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a7b201f0b9f409b371a22b527232911af" id="r_a7b201f0b9f409b371a22b527232911af"><td class="memItemLeft" align="right" valign="top">ffi::String </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a7b201f0b9f409b371a22b527232911af">name</a></td></tr>
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-<tr class="memdesc:ae7121e2f1e343890be8e82291f21662d"><td class="mdescLeft"> </td><td class="mdescRight">Alignment requirement of data pointer in bytes. <br /></td></tr>
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-<tr class="memitem:a9705c9d21d8a2f844885cc0ced1d8f7a" id="r_a9705c9d21d8a2f844885cc0ced1d8f7a"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">int</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a9705c9d21d8a2f844885cc0ced1d8f7a">offset_factor</a></td></tr>
-<tr class="memdesc:a9705c9d21d8a2f844885cc0ced1d8f7a"><td class="mdescLeft"> </td><td class="mdescRight">Factor of elem_offset field, elem_offset is guaranteed to be multiple of offset_factor. <br /></td></tr>
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-<tr class="memitem:a10bddc40d3a75319ea9958ecf7002ee8" id="r_a10bddc40d3a75319ea9958ecf7002ee8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1Span.html">Span</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a10bddc40d3a75319ea9958ecf7002ee8">span</a></td></tr>
-<tr class="memdesc:a10bddc40d3a75319ea9958ecf7002ee8"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1Span.html">Span</a> that points to the original source code. Reserved debug information. <br /></td></tr>
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-<tr class="memitem:ab3ee99bb7ca58f97cc4d01f18f9f8b67" id="r_ab3ee99bb7ca58f97cc4d01f18f9f8b67"><td class="memItemLeft" align="right" valign="top">ffi::Optional< <a class="el" href="classtvm_1_1tirx_1_1Layout.html">Layout</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#ab3ee99bb7ca58f97cc4d01f18f9f8b67">layout</a></td></tr>
-<tr class="memdesc:ab3ee99bb7ca58f97cc4d01f18f9f8b67"><td class="mdescLeft"> </td><td class="mdescRight">The layout of the buffer. <br /></td></tr>
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-<tr class="memitem:aab0218669e142917afae65e78f480d49" id="r_aab0218669e142917afae65e78f480d49"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#aab0218669e142917afae65e78f480d49">allocated_addr</a></td></tr>
-<tr class="memdesc:aab0218669e142917afae65e78f480d49"><td class="mdescLeft"> </td><td class="mdescRight">The allocated address of the buffer. The address might be multi-dimensional based on its scope. <a class="el" href="classtvm_1_1tirx_1_1For.html" title="Managed reference to ForNode.">For</a> example, trn.psum takes 2D address, representing (bank, offset). <br /></td></tr>
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-<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-static-attribs" name="pub-static-attribs"></a>
-Static Public Attributes</h2></td></tr>
-<tr class="memitem:a98b13ae05f6f78f720310a6ff9e22701" id="r_a98b13ae05f6f78f720310a6ff9e22701"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">static</a> <a class="el" href="classtvm_1_1With.html">constexpr</a> <a class="el" href="classtvm_1_1With.html">TVMFFISEqHashKind</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a98b13ae05f6f78f720310a6ff9e22701">_type_s_eq_hash_kind</a> = < [...]
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-<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
-<div class="textblock"><p>Node to represent a buffer. </p>
-</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
-<a id="a01dcbc0de1df11017b80e6aebe2b7afc" name="a01dcbc0de1df11017b80e6aebe2b7afc"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a01dcbc0de1df11017b80e6aebe2b7afc">◆ </a></span>BufferNode()</h2>
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-<p>constructor </p>
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-<h2 class="memtitle"><span class="permalink"><a href="#a857c4b8359cccaa72cd9b609b2f5ba66">◆ </a></span>DefaultIndexType()</h2>
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-<h2 class="memtitle"><span class="permalink"><a href="#a08acc657da4cfc79504906280cc34464">◆ </a></span>ElementType()</h2>
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-<h2 class="memtitle"><span class="permalink"><a href="#ab26e9f26ff748fd4110e67ba388074c8">◆ </a></span>ElemOffset()</h2>
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- <td>(</td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> > </td>
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-<p>Determine the offset in the buffer of the given index. </p>
-<p>Returns the buffer offset, in number of elements of type dtype, without adjusting for number of lanes. (e.g. The number of float16x4 elements in a buffer of type float16x4.)</p>
-<dl class="params"><dt>Parameters</dt><dd>
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- <tr><td class="paramname">index</td><td>The index to be accessed. </td></tr>
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-<h2 class="memtitle"><span class="permalink"><a href="#a562988870d799ebc2420207e87a581af">◆ </a></span>RegisterReflection()</h2>
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-<h2 class="memtitle"><span class="permalink"><a href="#ac4fb30a74ca831826e7b40339ced1bb8">◆ </a></span>TVM_FFI_DECLARE_OBJECT_INFO_FINAL()</h2>
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- <td class="paramtype">"tirx.Buffer" </td>
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- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html">BufferNode</a> </td>
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-<h2 class="groupheader">Member Data Documentation</h2>
-<a id="a98b13ae05f6f78f720310a6ff9e22701" name="a98b13ae05f6f78f720310a6ff9e22701"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a98b13ae05f6f78f720310a6ff9e22701">◆ </a></span>_type_s_eq_hash_kind</h2>
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-<h2 class="memtitle"><span class="permalink"><a href="#aab0218669e142917afae65e78f480d49">◆ </a></span>allocated_addr</h2>
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-<p>The allocated address of the buffer. The address might be multi-dimensional based on its scope. <a class="el" href="classtvm_1_1tirx_1_1For.html" title="Managed reference to ForNode.">For</a> example, trn.psum takes 2D address, representing (bank, offset). </p>
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-<h2 class="memtitle"><span class="permalink"><a href="#a032fea6c6a5836c9393b5cf5d3f7ef66">◆ </a></span>data</h2>
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-<p>The pointer to the head of the data. </p>
-<dl class="section see"><dt>See also</dt><dd><a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#ae7121e2f1e343890be8e82291f21662d" title="Alignment requirement of data pointer in bytes.">data_alignment</a> The alignment of <a class="el" href="classtvm_1_1tirx_1_1BufferNode.html#a032fea6c6a5836c9393b5cf5d3f7ef66" title="The pointer to the head of the data.">data</a> in bytes. </dd></dl>
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-<h2 class="memtitle"><span class="permalink"><a href="#ae7121e2f1e343890be8e82291f21662d">◆ </a></span>data_alignment</h2>
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-<p>Alignment requirement of data pointer in bytes. </p>
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-<h2 class="memtitle"><span class="permalink"><a href="#a3910ab108252249d571a46a26ab0a7f5">◆ </a></span>dtype</h2>
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-<p>dtype in the content of the tensor </p>
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-<h2 class="memtitle"><span class="permalink"><a href="#aaaa0ff22d869d8a21a8e1c8354ae7aa7">◆ </a></span>elem_offset</h2>
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-<p>The offset in terms of number of dtype elements (including lanes) </p>
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-<p>The layout of the buffer. </p>
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-<p>optional name of the buffer </p>
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-<p>Factor of elem_offset field, elem_offset is guaranteed to be multiple of offset_factor. </p>
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-<p>The type of the buffer prior to flattening. </p>
-<p>This contains the shape as it is accessed by BufferLoad/BufferStore nodes, and used by the low-level code generators. </p>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegion-members.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegion-members.html
index 90e2df2335a..7192cffef7b 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegion-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegion-members.html
@@ -79,9 +79,9 @@ $(function() {
<p>This is the complete list of members for <a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">tvm::tirx::BufferRegion</a>, including all inherited members.</p>
<table class="directory">
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#a98a01f894a6d9b3130fc7906e147338c">BufferRegion</a>(Buffer buffer, ffi::Array< Range > region)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">tvm::tirx::BufferRegion</a></td><td class="entry"><span class="mlabel">explicit</span></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#ab69960dbb5d7a0ecff4216e017427162">FromPoint</a>(Buffer buffer, ffi::Array< PrimExpr > indices)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">tvm::tirx::BufferRegion</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#a3119a2ed42fd0090668e253a8332b9ad">FullRegion</a>(Buffer buffer)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">tvm::tirx::BufferRegion</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#aa5166176fbae0ff730535c578f32629c">BufferRegion</a>(BufferVar buffer, ffi::Array< Range > region)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">tvm::tirx::BufferRegion</a></td><td class="entry"><span class="mlabel">explicit</span></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#a9289415741e373a3e5d18cde2bf9a8da">FromPoint</a>(BufferVar buffer, ffi::Array< PrimExpr > indices)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">tvm::tirx::BufferRegion</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#a1dfe189ae7793af2ad418437d79328fe">FullRegion</a>(BufferVar buffer)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">tvm::tirx::BufferRegion</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#afaffea0e223b8c37e9ff43265961da97">TVM_DEFINE_OBJECT_REF_COW_METHOD</a>(BufferRegionNode)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">tvm::tirx::BufferRegion</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#a4c67c27428cef6719b3c59f2a4084c36">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a>(BufferRegion, PrimExprConvertible, BufferRegionNode)</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">tvm::tirx::BufferRegion</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1PrimExprConvertible.html#a0bad5536ab9ff5ab07a22e75c2c2102c">tvm::PrimExprConvertible::TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a>(PrimExprConvertible, ffi::ObjectRef, PrimExprConvertibleNode)</td><td class="entry"><a class="el" href="classtvm_1_1PrimExprConvertible.html">tvm::PrimExprConvertible</a></td><td class="entry"></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegion.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegion.html
index 8ab55eaea51..afac21ffafb 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegion.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegion.html
@@ -98,8 +98,8 @@ Collaboration diagram for tvm::tirx::BufferRegion:</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
-<tr class="memitem:a98a01f894a6d9b3130fc7906e147338c" id="r_a98a01f894a6d9b3130fc7906e147338c"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#a98a01f894a6d9b3130fc7906e147338c">BufferRegion</a> (<a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> buffer, ffi::Array< <a class="el" href="classtvm_1_1Range.html">Range</a> > region)</td></tr>
-<tr class="separator:a98a01f894a6d9b3130fc7906e147338c"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:aa5166176fbae0ff730535c578f32629c" id="r_aa5166176fbae0ff730535c578f32629c"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#aa5166176fbae0ff730535c578f32629c">BufferRegion</a> (<a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> buffer, ffi::Array< <a class="el" href="classtvm_1_1Range.html">Range</a> > region)</td></tr>
+<tr class="separator:aa5166176fbae0ff730535c578f32629c"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a4c67c27428cef6719b3c59f2a4084c36" id="r_a4c67c27428cef6719b3c59f2a4084c36"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#a4c67c27428cef6719b3c59f2a4084c36">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a> (<a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">BufferRegion</a>, <a class="el" href="classtvm_1_1PrimExprConvertible.html">PrimExprConvertibl [...]
<tr class="separator:a4c67c27428cef6719b3c59f2a4084c36"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:afaffea0e223b8c37e9ff43265961da97" id="r_afaffea0e223b8c37e9ff43265961da97"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#afaffea0e223b8c37e9ff43265961da97">TVM_DEFINE_OBJECT_REF_COW_METHOD</a> (<a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html">BufferRegionNode</a>)</td></tr>
@@ -110,19 +110,19 @@ Public Member Functions</h2></td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-static-methods" name="pub-static-methods"></a>
Static Public Member Functions</h2></td></tr>
-<tr class="memitem:a3119a2ed42fd0090668e253a8332b9ad" id="r_a3119a2ed42fd0090668e253a8332b9ad"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">static</a> <a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">BufferRegion</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#a3119a2ed42fd0090668e253a8332b9ad">FullRegion</a> (<a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buf [...]
-<tr class="memdesc:a3119a2ed42fd0090668e253a8332b9ad"><td class="mdescLeft"> </td><td class="mdescRight">Create a <a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html" title="Managed reference to BufferRegionNode.">BufferRegion</a> which is full region of the given buffer. <br /></td></tr>
-<tr class="separator:a3119a2ed42fd0090668e253a8332b9ad"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ab69960dbb5d7a0ecff4216e017427162" id="r_ab69960dbb5d7a0ecff4216e017427162"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">static</a> <a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">BufferRegion</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#ab69960dbb5d7a0ecff4216e017427162">FromPoint</a> (<a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buff [...]
-<tr class="memdesc:ab69960dbb5d7a0ecff4216e017427162"><td class="mdescLeft"> </td><td class="mdescRight">Create a <a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html" title="Managed reference to BufferRegionNode.">BufferRegion</a> which is a single point of the given buffer. <br /></td></tr>
-<tr class="separator:ab69960dbb5d7a0ecff4216e017427162"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a1dfe189ae7793af2ad418437d79328fe" id="r_a1dfe189ae7793af2ad418437d79328fe"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">static</a> <a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">BufferRegion</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#a1dfe189ae7793af2ad418437d79328fe">FullRegion</a> (<a class="el" href="classtvm_1_1tirx_1_1BufferVar.html"> [...]
+<tr class="memdesc:a1dfe189ae7793af2ad418437d79328fe"><td class="mdescLeft"> </td><td class="mdescRight">Create a <a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html" title="Managed reference to BufferRegionNode.">BufferRegion</a> which is full region of the given buffer. <br /></td></tr>
+<tr class="separator:a1dfe189ae7793af2ad418437d79328fe"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a9289415741e373a3e5d18cde2bf9a8da" id="r_a9289415741e373a3e5d18cde2bf9a8da"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1With.html">static</a> <a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">BufferRegion</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html#a9289415741e373a3e5d18cde2bf9a8da">FromPoint</a> (<a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">B [...]
+<tr class="memdesc:a9289415741e373a3e5d18cde2bf9a8da"><td class="mdescLeft"> </td><td class="mdescRight">Create a <a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html" title="Managed reference to BufferRegionNode.">BufferRegion</a> which is a single point of the given buffer. <br /></td></tr>
+<tr class="separator:a9289415741e373a3e5d18cde2bf9a8da"><td class="memSeparator" colspan="2"> </td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Managed reference to <a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html" title="Representing the region of multi-dimensional buffer access.">BufferRegionNode</a>. </p>
<dl class="section see"><dt>See also</dt><dd><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html" title="Representing the region of multi-dimensional buffer access.">BufferRegionNode</a> </dd></dl>
</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
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-<h2 class="memtitle"><span class="permalink"><a href="#a98a01f894a6d9b3130fc7906e147338c">◆ </a></span>BufferRegion()</h2>
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+<h2 class="memtitle"><span class="permalink"><a href="#aa5166176fbae0ff730535c578f32629c">◆ </a></span>BufferRegion()</h2>
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@@ -133,7 +133,7 @@ Static Public Member Functions</h2></td></tr>
<tr>
<td class="memname">tvm::tirx::BufferRegion::BufferRegion </td>
<td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td>
+ <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> </td>
<td class="paramname"><em>buffer</em>, </td>
</tr>
<tr>
@@ -158,8 +158,8 @@ Static Public Member Functions</h2></td></tr>
</div>
</div>
<h2 class="groupheader">Member Function Documentation</h2>
-<a id="ab69960dbb5d7a0ecff4216e017427162" name="ab69960dbb5d7a0ecff4216e017427162"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#ab69960dbb5d7a0ecff4216e017427162">◆ </a></span>FromPoint()</h2>
+<a id="a9289415741e373a3e5d18cde2bf9a8da" name="a9289415741e373a3e5d18cde2bf9a8da"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a9289415741e373a3e5d18cde2bf9a8da">◆ </a></span>FromPoint()</h2>
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@@ -170,7 +170,7 @@ Static Public Member Functions</h2></td></tr>
<tr>
<td class="memname"><a class="el" href="classtvm_1_1With.html">static</a> <a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">BufferRegion</a> tvm::tirx::BufferRegion::FromPoint </td>
<td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td>
+ <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> </td>
<td class="paramname"><em>buffer</em>, </td>
</tr>
<tr>
@@ -204,8 +204,8 @@ Static Public Member Functions</h2></td></tr>
</div>
</div>
-<a id="a3119a2ed42fd0090668e253a8332b9ad" name="a3119a2ed42fd0090668e253a8332b9ad"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a3119a2ed42fd0090668e253a8332b9ad">◆ </a></span>FullRegion()</h2>
+<a id="a1dfe189ae7793af2ad418437d79328fe" name="a1dfe189ae7793af2ad418437d79328fe"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a1dfe189ae7793af2ad418437d79328fe">◆ </a></span>FullRegion()</h2>
<div class="memitem">
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@@ -216,7 +216,7 @@ Static Public Member Functions</h2></td></tr>
<tr>
<td class="memname"><a class="el" href="classtvm_1_1With.html">static</a> <a class="el" href="classtvm_1_1tirx_1_1BufferRegion.html">BufferRegion</a> tvm::tirx::BufferRegion::FullRegion </td>
<td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td>
+ <td class="paramtype"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> </td>
<td class="paramname"><em>buffer</em></td><td>)</td>
<td></td>
</tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegionNode-members.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegionNode-members.html
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--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegionNode-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegionNode-members.html
@@ -80,7 +80,7 @@ $(function() {
<p>This is the complete list of members for <a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html">tvm::tirx::BufferRegionNode</a>, including all inherited members.</p>
<table class="directory">
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html#ab36fa42cfad4b168fcce3be95a6b01a4">_type_s_eq_hash_kind</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html">tvm::tirx::BufferRegionNode</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
- <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html#ac1a868197496ce456e0b6fc58414c2b9">buffer</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html">tvm::tirx::BufferRegionNode</a></td><td class="entry"></td></tr>
+ <tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html#adc3893874884b1f4c4c798623a0e2c54">buffer</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html">tvm::tirx::BufferRegionNode</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html#a1a22ee46690e95e125fded3ea24673bf">region</a></td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html">tvm::tirx::BufferRegionNode</a></td><td class="entry"></td></tr>
<tr class="odd"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html#a6689b48115a9a1d20a999230ceaee390">RegisterReflection</a>()</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html">tvm::tirx::BufferRegionNode</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">static</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html#a29c24ea5d6f117a9a6fc32c54c841a27">ToPrimExpr</a>() const final</td><td class="entry"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html">tvm::tirx::BufferRegionNode</a></td><td class="entry"><span class="mlabel">virtual</span></td></tr>
diff --git a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegionNode.html b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegionNode.html
index 954165fee0d..8f998e8a176 100644
--- a/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegionNode.html
+++ b/docs/reference/api/doxygen/classtvm_1_1tirx_1_1BufferRegionNode.html
@@ -95,7 +95,7 @@ Inheritance diagram for tvm::tirx::BufferRegionNode:</div>
<div class="dynheader">
Collaboration diagram for tvm::tirx::BufferRegionNode:</div>
<div class="dyncontent">
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+<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1tirx_1_1BufferRegionNode__coll__graph.svg" width="438" height="1027"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
@@ -117,9 +117,9 @@ Static Public Member Functions</h2></td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-attribs" name="pub-attribs"></a>
Public Attributes</h2></td></tr>
-<tr class="memitem:ac1a868197496ce456e0b6fc58414c2b9" id="r_ac1a868197496ce456e0b6fc58414c2b9"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html#ac1a868197496ce456e0b6fc58414c2b9">buffer</a></td></tr>
-<tr class="memdesc:ac1a868197496ce456e0b6fc58414c2b9"><td class="mdescLeft"> </td><td class="mdescRight">The buffer of the buffer region. <br /></td></tr>
-<tr class="separator:ac1a868197496ce456e0b6fc58414c2b9"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:adc3893874884b1f4c4c798623a0e2c54" id="r_adc3893874884b1f4c4c798623a0e2c54"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html#adc3893874884b1f4c4c798623a0e2c54">buffer</a></td></tr>
+<tr class="memdesc:adc3893874884b1f4c4c798623a0e2c54"><td class="mdescLeft"> </td><td class="mdescRight">The buffer of the buffer region. <br /></td></tr>
+<tr class="separator:adc3893874884b1f4c4c798623a0e2c54"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a1a22ee46690e95e125fded3ea24673bf" id="r_a1a22ee46690e95e125fded3ea24673bf"><td class="memItemLeft" align="right" valign="top">ffi::Array< <a class="el" href="classtvm_1_1Range.html">Range</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tirx_1_1BufferRegionNode.html#a1a22ee46690e95e125fded3ea24673bf">region</a></td></tr>
<tr class="memdesc:a1a22ee46690e95e125fded3ea24673bf"><td class="mdescLeft"> </td><td class="mdescRight">The region array of the buffer region. <br /></td></tr>
<tr class="separator:a1a22ee46690e95e125fded3ea24673bf"><td class="memSeparator" colspan="2"> </td></tr>
@@ -241,14 +241,14 @@ Static Public Attributes</h2></td></tr>
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+<h2 class="memtitle"><span class="permalink"><a href="#adc3893874884b1f4c4c798623a0e2c54">◆ </a></span>buffer</h2>
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- <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1Buffer.html">Buffer</a> tvm::tirx::BufferRegionNode::buffer</td>
+ <td class="memname"><a class="el" href="classtvm_1_1tirx_1_1BufferVar.html">BufferVar</a> tvm::tirx::BufferRegionNode::buffer</td>
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