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Posted to commits@tvm.apache.org by tq...@apache.org on 2026/04/28 01:25:31 UTC
(tvm-site) branch asf-site updated: deploying docs (apache/tvm@11ac2ad97c84fdc6ca14690a6221e9f3d1631955)
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 31aa8b965ab deploying docs (apache/tvm@11ac2ad97c84fdc6ca14690a6221e9f3d1631955)
31aa8b965ab is described below
commit 31aa8b965ab9309fef475348cf999d77f70d5d33
Author: tvm-bot <95...@users.noreply.github.com>
AuthorDate: Tue Apr 28 01:25:23 2026 +0000
deploying docs (apache/tvm@11ac2ad97c84fdc6ca14690a6221e9f3d1631955)
---
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.../tir_transformation.zip | Bin 15899 -> 15899 bytes
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.../mix_python_and_tvm_with_pymodule.zip | Bin 39005 -> 39005 bytes
.../relax_creation.zip | Bin 22420 -> 22420 bytes
.../relax_transformation.zip | Bin 11480 -> 11480 bytes
.../optimize_llm.zip | Bin 54007 -> 54007 bytes
.../bring_your_own_codegen.zip | Bin 18423 -> 18423 bytes
.../e2e_opt_model.zip | Bin 14501 -> 14501 bytes
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.../export_and_load_executable.zip | Bin 31526 -> 31526 bytes
.../tir_creation.zip | Bin 24415 -> 24415 bytes
.../cross_compilation_and_rpc.zip | Bin 49406 -> 49406 bytes
.../customize_opt.zip | Bin 20544 -> 20544 bytes
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diff --git a/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip b/docs/_downloads/f69433a4a80715725df90d1386679956/customize_opt.zip
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diff --git a/docs/_sources/arch/relax_vm.rst.txt b/docs/_sources/arch/relax_vm.rst.txt
index 30ce5bd0588..222329ce0bc 100644
--- a/docs/_sources/arch/relax_vm.rst.txt
+++ b/docs/_sources/arch/relax_vm.rst.txt
@@ -354,26 +354,14 @@ Key methods:
reducing dictionary lookup overhead during benchmarking.
- ``vm.time_evaluator(func_name, dev)`` — returns a timing function following the same convention
as ``tvm.runtime.Module.time_evaluator``.
-- ``vm.profile(func_name, *args)`` — returns a per-operator profiling report (requires
- ``profile=True`` at VM construction).
- ``vm.set_instrument(func)`` — register an instrumentation callback that is invoked before/after
every ``Call`` instruction. The callback can return ``VMInstrumentReturnKind.SKIP_RUN`` to
skip the call.
-Profiling and instrumentation
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+Instrumentation
+~~~~~~~~~~~~~~~
-The VM supports two levels of observability:
-
-**Profiling** via ``VirtualMachine(exec, dev, profile=True)``:
-
-.. code-block:: python
-
- vm = relax.VirtualMachine(ex, tvm.cuda(), profile=True)
- report = vm.profile("main", inp)
- print(report)
-
-This produces a ``tvm.runtime.profiling.Report`` with per-operator timing breakdown.
+The VM supports observability via instrumentation:
**Instrumentation** via ``set_instrument()``:
diff --git a/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst.txt b/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst.txt
index 40ddf9761de..b7aef0c7833 100644
--- a/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/deep_dive/relax/tutorials/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
Computation times
=================
-**00:00.171** total execution time for 2 files **from deep_dive/relax/tutorials**:
+**00:00.168** 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``)
- - 00:00.117
+ - 00:00.115
- 0.0
* - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` (``relax_transformation.py``)
- - 00:00.054
+ - 00:00.053
- 0.0
diff --git a/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst.txt b/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst.txt
index 34c8d69228d..261190f53c4 100644
--- a/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/deep_dive/tensor_ir/tutorials/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
Computation times
=================
-**00:00.580** total execution time for 4 files **from deep_dive/tensor_ir/tutorials**:
+**00:00.574** 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``)
- - 00:00.272
+ - 00:00.269
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` (``tir_creation.py``)
- - 00:00.184
+ - 00:00.182
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_dlight_gpu_scheduling.py` (``dlight_gpu_scheduling.py``)
- - 00:00.117
+ - 00:00.116
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_meta_schedule.py` (``meta_schedule.py``)
- 00:00.007
diff --git a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_creation.rst.txt b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_creation.rst.txt
index 979bba58321..0ad66555bfd 100644
--- a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_creation.rst.txt
+++ b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_creation.rst.txt
@@ -319,17 +319,17 @@ Now let's check the runtime dynamic shape inference:
.. code-block:: none
- [[1.3234749 1.3930503 1.4856935 0.6385839 ]
- [1.2687595 0.6374768 0.44452178 0.7536488 ]
- [1.7385163 1.4490439 1.4545542 0.69995016]
- [0.76185447 0.9158418 1.056835 0.19985244]]
- [[29.852156 31.468061 29.777067 ... 35.671303 31.34862 32.001503]
- [30.72235 30.274303 29.987768 ... 36.940044 32.496574 30.728739]
- [29.407492 30.763422 28.325237 ... 33.129356 31.77047 31.159052]
+ [[1.8622421 0.67286646 1.282362 1.0511451 ]
+ [2.0764782 0.5306615 1.3665953 1.4980947 ]
+ [1.3380854 0.2942735 0.87282985 0.9297526 ]
+ [1.9473305 0.71752125 1.2324657 1.3434483 ]]
+ [[30.725405 27.933485 33.42631 ... 28.76254 32.434967 25.542963]
+ [28.348495 25.882704 31.631708 ... 30.102102 32.523552 23.54295 ]
+ [31.881264 32.651657 37.273735 ... 31.474817 35.480404 28.237606]
...
- [34.929455 33.25917 31.378984 ... 38.518074 35.54914 34.651493]
- [31.691679 33.496876 30.436523 ... 36.636856 33.74757 32.43741 ]
- [32.642643 32.716534 32.290386 ... 36.175415 34.832893 33.763725]]
+ [27.833437 28.467497 31.901064 ... 28.129526 31.220873 25.711681]
+ [32.942955 32.215992 36.025925 ... 32.050587 36.881718 29.219858]
+ [28.208681 25.811222 31.636063 ... 26.905252 29.956907 23.83386 ]]
diff --git a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst.txt b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst.txt
index 111fe602f25..dd472f5c2e2 100644
--- a/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst.txt
+++ b/docs/_sources/deep_dive/tensor_ir/tutorials/tir_transformation.rst.txt
@@ -120,7 +120,7 @@ original implementation.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 2.5423 2.5423 2.5423 2.5423 0.0000
+ 2.5176 2.5176 2.5176 2.5176 0.0000
@@ -292,7 +292,7 @@ action involves reordering these two loops.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.8614 0.8614 0.8614 0.8614 0.0000
+ 0.8615 0.8615 0.8615 0.8615 0.0000
@@ -420,7 +420,7 @@ from the reduction update via the **decompose_reduction** primitive.
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.3592 0.3592 0.3592 0.3592 0.0000
+ 0.3430 0.3430 0.3430 0.3430 0.0000
diff --git a/docs/_sources/get_started/tutorials/ir_module.rst.txt b/docs/_sources/get_started/tutorials/ir_module.rst.txt
index 05105f7123b..77f74a4cd2b 100644
--- a/docs/_sources/get_started/tutorials/ir_module.rst.txt
+++ b/docs/_sources/get_started/tutorials/ir_module.rst.txt
@@ -694,8 +694,8 @@ We can deploy the IRModule on CPU by specifying the target as ``llvm``.
.. code-block:: none
- [[-0.04846497 -0.03257668 -0.10313056 -0.06348107 -0.02961989 0.09971151
- -0.0429691 0.00990227 0.07507654 -0.03020578]]
+ [[ 0.08104634 0.00242352 0.1049604 -0.08137349 -0.1480625 -0.08869022
+ -0.09602349 0.00385824 -0.15466967 -0.10502834]]
@@ -761,8 +761,8 @@ Now we can compile the IRModule on GPU, the similar way as we did on CPU.
.. code-block:: none
- [[-0.04846498 -0.03257667 -0.10313056 -0.06348109 -0.02961986 0.09971155
- -0.0429691 0.00990227 0.07507656 -0.03020576]]
+ [[ 0.08104636 0.00242357 0.10496042 -0.0813735 -0.14806242 -0.08869025
+ -0.09602351 0.00385825 -0.15466967 -0.1050284 ]]
diff --git a/docs/_sources/get_started/tutorials/quick_start.rst.txt b/docs/_sources/get_started/tutorials/quick_start.rst.txt
index 629934d9e2f..984e5a64c34 100644
--- a/docs/_sources/get_started/tutorials/quick_start.rst.txt
+++ b/docs/_sources/get_started/tutorials/quick_start.rst.txt
@@ -224,8 +224,8 @@ different devices.
.. code-block:: none
- [[26505.559 24962.824 23921.61 25596.424 24869.057 25037.3 25213.365
- 22812.576 24543.756 23328.629]]
+ [[23730.143 27612.406 26144.84 25774.523 26365.133 24124.285 26677.041
+ 25740.312 24821.139 24888.467]]
diff --git a/docs/_sources/get_started/tutorials/sg_execution_times.rst.txt b/docs/_sources/get_started/tutorials/sg_execution_times.rst.txt
index 76bf13e7c94..6df675b85a8 100644
--- a/docs/_sources/get_started/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/get_started/tutorials/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
Computation times
=================
-**00:06.944** total execution time for 2 files **from get_started/tutorials**:
+**00:06.920** total execution time for 2 files **from get_started/tutorials**:
.. container::
@@ -33,8 +33,8 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_get_started_tutorials_ir_module.py` (``ir_module.py``)
- - 00:06.788
+ - 00:06.762
- 0.0
* - :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``quick_start.py``)
- - 00:00.156
+ - 00:00.158
- 0.0
diff --git a/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst.txt b/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst.txt
index 25b14d37a27..01921747715 100644
--- a/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst.txt
+++ b/docs/_sources/how_to/tutorials/cross_compilation_and_rpc.rst.txt
@@ -269,7 +269,7 @@ device and returns the measured cost. Network overhead is excluded.
.. code-block:: none
- 8.9e-08 secs/op
+ 9.1e-08 secs/op
@@ -671,8 +671,8 @@ 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/tmp3y5l1avl/model_deployed.so
- Saved parameters to: /tmp/tmp3y5l1avl/model_params.npz
+ Exported library to: /tmp/tmpms6e2cvm/model_deployed.so
+ Saved parameters to: /tmp/tmpms6e2cvm/model_params.npz
RPC workflow (works for any remote device):
==================================================
diff --git a/docs/_sources/how_to/tutorials/customize_opt.rst.txt b/docs/_sources/how_to/tutorials/customize_opt.rst.txt
index 9216e6f97b5..fa7fe029bc7 100644
--- a/docs/_sources/how_to/tutorials/customize_opt.rst.txt
+++ b/docs/_sources/how_to/tutorials/customize_opt.rst.txt
@@ -425,8 +425,8 @@ We can build and deploy the optimized model to the TVM runtime.
.. code-block:: none
- [[24765.898 24169.832 24225.129 24773.191 26263.184 24363.56 23606.676
- 24679.412 24569.697 25252.111]]
+ [[25077.996 26146.457 26063.613 23740.695 24852.195 25097.496 23488.072
+ 23641.996 26411.695 24865.14 ]]
diff --git a/docs/_sources/how_to/tutorials/e2e_opt_model.rst.txt b/docs/_sources/how_to/tutorials/e2e_opt_model.rst.txt
index 45653cd50c2..da12d907035 100644
--- a/docs/_sources/how_to/tutorials/e2e_opt_model.rst.txt
+++ b/docs/_sources/how_to/tutorials/e2e_opt_model.rst.txt
@@ -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] 3%|▎ | 1.38M/44.7M [00:00<00:03, 14.1MB/s] 43%|████▎ | 19.2M/44.7M [00:00<00:00, 115MB/s] 91%|█████████ | 40.6M/44.7M [00:00<00:00, 164MB/s] 100%|██████████| 44.7M/44.7M [00:00<00:00, 146MB/s]
+ 0%| | 0.00/44.7M [00:00<?, ?B/s] 69%|██████▉ | 31.0M/44.7M [00:00<00:00, 324MB/s] 100%|██████████| 44.7M/44.7M [00:00<00:00, 323MB/s]
diff --git a/docs/_sources/how_to/tutorials/sg_execution_times.rst.txt b/docs/_sources/how_to/tutorials/sg_execution_times.rst.txt
index a6056c1cfdc..99502be1ff1 100644
--- a/docs/_sources/how_to/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/how_to/tutorials/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
Computation times
=================
-**00:15.296** total execution time for 8 files **from how_to/tutorials**:
+**00:15.095** total execution time for 8 files **from how_to/tutorials**:
.. container::
@@ -33,22 +33,22 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_how_to_tutorials_optimize_llm.py` (``optimize_llm.py``)
- - 00:10.033
+ - 00:10.057
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_import_model.py` (``import_model.py``)
- - 00:03.314
+ - 00:03.313
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``e2e_opt_model.py``)
- - 00:00.795
+ - 00:00.570
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``customize_opt.py``)
- - 00:00.532
+ - 00:00.536
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``)
- - 00:00.478
+ - 00:00.475
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_bring_your_own_codegen.py` (``bring_your_own_codegen.py``)
- - 00:00.139
+ - 00:00.138
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_mix_python_and_tvm_with_pymodule.py` (``mix_python_and_tvm_with_pymodule.py``)
- 00:00.004
diff --git a/docs/_sources/reference/api/python/index.rst.txt b/docs/_sources/reference/api/python/index.rst.txt
index 89f9f0c577e..4bef65f82df 100644
--- a/docs/_sources/reference/api/python/index.rst.txt
+++ b/docs/_sources/reference/api/python/index.rst.txt
@@ -40,7 +40,6 @@ Python API
runtime/runtime
runtime/vm
runtime/disco
- runtime/profiling
.. toctree::
:maxdepth: 1
diff --git a/docs/_sources/reference/api/python/runtime/profiling.rst.txt b/docs/_sources/reference/api/python/runtime/profiling.rst.txt
deleted file mode 100644
index d26f00af90c..00000000000
--- a/docs/_sources/reference/api/python/runtime/profiling.rst.txt
+++ /dev/null
@@ -1,21 +0,0 @@
-.. Licensed to the Apache Software Foundation (ASF) under one
- or more contributor license agreements. See the NOTICE file
- distributed with this work for additional information
- regarding copyright ownership. The ASF licenses this file
- to you under the Apache License, Version 2.0 (the
- "License"); you may not use this file except in compliance
- with the License. You may obtain a copy of the License at
-
-.. http://www.apache.org/licenses/LICENSE-2.0
-
-.. Unless required by applicable law or agreed to in writing,
- software distributed under the License is distributed on an
- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- KIND, either express or implied. See the License for the
- specific language governing permissions and limitations
- under the License.
-
-tvm.runtime.profiling
----------------------
-.. automodule:: tvm.runtime.profiling
- :members:
diff --git a/docs/_sources/sg_execution_times.rst.txt b/docs/_sources/sg_execution_times.rst.txt
index 2574b690651..662d7a9dc46 100644
--- a/docs/_sources/sg_execution_times.rst.txt
+++ b/docs/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
Computation times
=================
-**00:22.992** total execution time for 16 files **from all galleries**:
+**00:22.757** 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``)
- - 00:10.033
+ - 00:10.057
- 0.0
* - :ref:`sphx_glr_get_started_tutorials_ir_module.py` (``../get_started/tutorials/ir_module.py``)
- - 00:06.788
+ - 00:06.762
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_import_model.py` (``../how_to/tutorials/import_model.py``)
- - 00:03.314
+ - 00:03.313
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_e2e_opt_model.py` (``../how_to/tutorials/e2e_opt_model.py``)
- - 00:00.795
+ - 00:00.570
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_customize_opt.py` (``../how_to/tutorials/customize_opt.py``)
- - 00:00.532
+ - 00:00.536
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_cross_compilation_and_rpc.py` (``../how_to/tutorials/cross_compilation_and_rpc.py``)
- - 00:00.478
+ - 00:00.475
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_transformation.py` (``../deep_dive/tensor_ir/tutorials/tir_transformation.py``)
- - 00:00.272
+ - 00:00.269
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_tir_creation.py` (``../deep_dive/tensor_ir/tutorials/tir_creation.py``)
- - 00:00.184
+ - 00:00.182
- 0.0
* - :ref:`sphx_glr_get_started_tutorials_quick_start.py` (``../get_started/tutorials/quick_start.py``)
- - 00:00.156
+ - 00:00.158
- 0.0
* - :ref:`sphx_glr_how_to_tutorials_bring_your_own_codegen.py` (``../how_to/tutorials/bring_your_own_codegen.py``)
- - 00:00.139
- - 0.0
- * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_creation.py` (``../deep_dive/relax/tutorials/relax_creation.py``)
- - 00:00.117
+ - 00:00.138
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_dlight_gpu_scheduling.py` (``../deep_dive/tensor_ir/tutorials/dlight_gpu_scheduling.py``)
- - 00:00.117
+ - 00:00.116
+ - 0.0
+ * - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_creation.py` (``../deep_dive/relax/tutorials/relax_creation.py``)
+ - 00:00.115
- 0.0
* - :ref:`sphx_glr_deep_dive_relax_tutorials_relax_transformation.py` (``../deep_dive/relax/tutorials/relax_transformation.py``)
- - 00:00.054
+ - 00:00.053
- 0.0
* - :ref:`sphx_glr_deep_dive_tensor_ir_tutorials_meta_schedule.py` (``../deep_dive/tensor_ir/tutorials/meta_schedule.py``)
- 00:00.007
diff --git a/docs/arch/relax_vm.html b/docs/arch/relax_vm.html
index fa731c99a21..cdf56a67d38 100644
--- a/docs/arch/relax_vm.html
+++ b/docs/arch/relax_vm.html
@@ -657,22 +657,13 @@ that avoids sending output over the wire, useful for RPC-based remote execution.
reducing dictionary lookup overhead during benchmarking.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">vm.time_evaluator(func_name,</span> <span class="pre">dev)</span></code> — returns a timing function following the same convention
as <code class="docutils literal notranslate"><span class="pre">tvm.runtime.Module.time_evaluator</span></code>.</p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">vm.profile(func_name,</span> <span class="pre">*args)</span></code> — returns a per-operator profiling report (requires
-<code class="docutils literal notranslate"><span class="pre">profile=True</span></code> at VM construction).</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">vm.set_instrument(func)</span></code> — register an instrumentation callback that is invoked before/after
every <code class="docutils literal notranslate"><span class="pre">Call</span></code> instruction. The callback can return <code class="docutils literal notranslate"><span class="pre">VMInstrumentReturnKind.SKIP_RUN</span></code> to
skip the call.</p></li>
</ul>
-<section id="profiling-and-instrumentation">
-<h3>Profiling and instrumentation<a class="headerlink" href="#profiling-and-instrumentation" title="Link to this heading"></a></h3>
-<p>The VM supports two levels of observability:</p>
-<p><strong>Profiling</strong> via <code class="docutils literal notranslate"><span class="pre">VirtualMachine(exec,</span> <span class="pre">dev,</span> <span class="pre">profile=True)</span></code>:</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">vm</span> <span class="o">=</span> <span class="n">relax</span><span class="o">.</span><span class="n">VirtualMachine</span><span class="p">(</span><span class="n">ex</span><span class="p">,</span> <span class="n">tvm</span><span class="o">.</span><span class="n">cuda</span><span class="p">(),</span> <span class="n">profile</span><span class="o">=</span><span class="kc">True</span><span cla [...]
-<span class="n">report</span> <span class="o">=</span> <span class="n">vm</span><span class="o">.</span><span class="n">profile</span><span class="p">(</span><span class="s2">"main"</span><span class="p">,</span> <span class="n">inp</span><span class="p">)</span>
-<span class="nb">print</span><span class="p">(</span><span class="n">report</span><span class="p">)</span>
-</pre></div>
-</div>
-<p>This produces a <code class="docutils literal notranslate"><span class="pre">tvm.runtime.profiling.Report</span></code> with per-operator timing breakdown.</p>
+<section id="instrumentation">
+<h3>Instrumentation<a class="headerlink" href="#instrumentation" title="Link to this heading"></a></h3>
+<p>The VM supports observability via instrumentation:</p>
<p><strong>Instrumentation</strong> via <code class="docutils literal notranslate"><span class="pre">set_instrument()</span></code>:</p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">def</span><span class="w"> </span><span class="nf">my_instrument</span><span class="p">(</span><span class="n">func</span><span class="p">,</span> <span class="n">func_symbol</span><span class="p">,</span> <span class="n">before_run</span><span class="p">,</span> <span class="n">ret_value</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">):</span>
<span class="k">if</span> <span class="n">before_run</span><span class="p">:</span>
diff --git a/docs/commit_hash b/docs/commit_hash
index 3350df0de75..0ab6c21c05a 100644
--- a/docs/commit_hash
+++ b/docs/commit_hash
@@ -1 +1 @@
-97a34a9a049009757b22a7470ee0455a69f13b38
+11ac2ad97c84fdc6ca14690a6221e9f3d1631955
diff --git a/docs/deep_dive/relax/tutorials/sg_execution_times.html b/docs/deep_dive/relax/tutorials/sg_execution_times.html
index 1b584980011..64a96694bfb 100644
--- a/docs/deep_dive/relax/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/relax/tutorials/sg_execution_times.html
@@ -297,7 +297,7 @@
<section id="computation-times">
<span id="sphx-glr-deep-dive-relax-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading"></a></h1>
-<p><strong>00:00.171</strong> total execution time for 2 files <strong>from deep_dive/relax/tutorials</strong>:</p>
+<p><strong>00:00.168</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" />
@@ -319,11 +319,11 @@ $(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>00:00.117</p></td>
+<td><p>00:00.115</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="relax_transformation.html#sphx-glr-deep-dive-relax-tutorials-relax-transformation-py"><span class="std std-ref">Transformation</span></a> (<code class="docutils literal notranslate"><span class="pre">relax_transformation.py</span></code>)</p></td>
-<td><p>00:00.054</p></td>
+<td><p>00:00.053</p></td>
<td><p>0.0</p></td>
</tr>
</tbody>
diff --git a/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html b/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
index e856ebbd16e..2b3d36a8d55 100644
--- a/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
+++ b/docs/deep_dive/tensor_ir/tutorials/sg_execution_times.html
@@ -297,7 +297,7 @@
<section id="computation-times">
<span id="sphx-glr-deep-dive-tensor-ir-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading"></a></h1>
-<p><strong>00:00.580</strong> total execution time for 4 files <strong>from deep_dive/tensor_ir/tutorials</strong>:</p>
+<p><strong>00:00.574</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" />
@@ -319,15 +319,15 @@ $(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>00:00.272</p></td>
+<td><p>00:00.269</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>00:00.184</p></td>
+<td><p>00:00.182</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>00:00.117</p></td>
+<td><p>00:00.116</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_creation.html b/docs/deep_dive/tensor_ir/tutorials/tir_creation.html
index 32df1ad6e44..7a950e94bd5 100644
--- a/docs/deep_dive/tensor_ir/tutorials/tir_creation.html
+++ b/docs/deep_dive/tensor_ir/tutorials/tir_creation.html
@@ -493,17 +493,17 @@ be used to ascertain the shape and data type of a TensorIR.</p>
<span class="nb">print</span><span class="p">(</span><span class="n">evaluate_dynamic_shape</span><span class="p">(</span><span class="n">dyn_shape_lib</span><span class="p">,</span> <span class="n">m</span><span class="o">=</span><span class="mi">64</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">64</span><span class="p">,</span> <a href="../../../reference/api/python/tirx/tirx.html#tvm.tirx.IterVar" title="tvm.tirx.IterVar" class="sphx-gl [...]
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[1.3234749 1.3930503 1.4856935 0.6385839 ]
- [1.2687595 0.6374768 0.44452178 0.7536488 ]
- [1.7385163 1.4490439 1.4545542 0.69995016]
- [0.76185447 0.9158418 1.056835 0.19985244]]
-[[29.852156 31.468061 29.777067 ... 35.671303 31.34862 32.001503]
- [30.72235 30.274303 29.987768 ... 36.940044 32.496574 30.728739]
- [29.407492 30.763422 28.325237 ... 33.129356 31.77047 31.159052]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[1.8622421 0.67286646 1.282362 1.0511451 ]
+ [2.0764782 0.5306615 1.3665953 1.4980947 ]
+ [1.3380854 0.2942735 0.87282985 0.9297526 ]
+ [1.9473305 0.71752125 1.2324657 1.3434483 ]]
+[[30.725405 27.933485 33.42631 ... 28.76254 32.434967 25.542963]
+ [28.348495 25.882704 31.631708 ... 30.102102 32.523552 23.54295 ]
+ [31.881264 32.651657 37.273735 ... 31.474817 35.480404 28.237606]
...
- [34.929455 33.25917 31.378984 ... 38.518074 35.54914 34.651493]
- [31.691679 33.496876 30.436523 ... 36.636856 33.74757 32.43741 ]
- [32.642643 32.716534 32.290386 ... 36.175415 34.832893 33.763725]]
+ [27.833437 28.467497 31.901064 ... 28.129526 31.220873 25.711681]
+ [32.942955 32.215992 36.025925 ... 32.050587 36.881718 29.219858]
+ [28.208681 25.811222 31.636063 ... 26.905252 29.956907 23.83386 ]]
</pre></div>
</div>
</section>
diff --git a/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html b/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
index 778d75513c7..b39e98f9a47 100644
--- a/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
+++ b/docs/deep_dive/tensor_ir/tutorials/tir_transformation.html
@@ -374,7 +374,7 @@ 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)
- 2.5423 2.5423 2.5423 2.5423 0.0000
+ 2.5176 2.5176 2.5176 2.5176 0.0000
</pre></div>
</div>
<section id="initialization-schedule">
@@ -470,7 +470,7 @@ class Module:
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.8614 0.8614 0.8614 0.8614 0.0000
+ 0.8615 0.8615 0.8615 0.8615 0.0000
</pre></div>
</div>
</section>
@@ -564,7 +564,7 @@ class Module:
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
- 0.3592 0.3592 0.3592 0.3592 0.0000
+ 0.3430 0.3430 0.3430 0.3430 0.0000
</pre></div>
</div>
</section>
diff --git a/docs/genindex.html b/docs/genindex.html
index 6b4d44e298b..e0d09a86769 100644
--- a/docs/genindex.html
+++ b/docs/genindex.html
@@ -980,8 +980,6 @@
<li><a href="reference/api/python/ir.html#tvm.ir.CallingConv">CallingConv (class in tvm.ir)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.op_attrs.CallInplacePackedAttrs">CallInplacePackedAttrs (class in tvm.relax.op.op_attrs)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.Report.calls">calls (tvm.runtime.profiling.Report attribute)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.op_attrs.CallTIRInplaceAttrs">CallTIRInplaceAttrs (class in tvm.relax.op.op_attrs)</a>
</li>
@@ -1162,11 +1160,11 @@
</li>
</ul></li>
<li><a href="reference/api/python/topi.html#tvm.topi.nn.conv1d_ncw">conv1d_ncw() (in module tvm.topi.nn)</a>
-</li>
- <li><a href="reference/api/python/topi.html#tvm.topi.testing.conv1d_ncw_python">conv1d_ncw_python() (in module tvm.topi.testing)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="reference/api/python/topi.html#tvm.topi.testing.conv1d_ncw_python">conv1d_ncw_python() (in module tvm.topi.testing)</a>
+</li>
<li><a href="reference/api/python/topi.html#tvm.topi.nn.conv1d_nwc">conv1d_nwc() (in module tvm.topi.nn)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.nn.conv1d_transpose">conv1d_transpose() (in module tvm.relax.op.nn)</a>
@@ -1326,8 +1324,6 @@
</li>
</ul></li>
<li><a href="reference/api/python/meta_schedule.html#tvm.s_tir.meta_schedule.CostModel">CostModel (class in tvm.s_tir.meta_schedule)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.Count">Count (class in tvm.runtime.profiling)</a>
</li>
<li><a href="reference/api/python/topi.html#tvm.topi.nn.Sequence.count">count() (tvm.topi.nn.Sequence method)</a>
</li>
@@ -1406,8 +1402,6 @@
<li><a href="reference/api/python/contrib.html#tvm.contrib.cc.cross_compiler">cross_compiler() (in module tvm.contrib.cc)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.nn.cross_entropy_with_logits">cross_entropy_with_logits() (in module tvm.relax.op.nn)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.Report.csv">csv() (tvm.runtime.profiling.Report method)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.op_attrs.Resize2DAttrs.cubic_alpha">cubic_alpha (tvm.relax.op.op_attrs.Resize2DAttrs property)</a>
</li>
@@ -1581,27 +1575,23 @@
</li>
<li><a href="reference/api/python/arith.html#tvm.arith.detect_iter_map">detect_iter_map() (in module tvm.arith)</a>
</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/api/python/arith.html#tvm.arith.detect_linear_equation">detect_linear_equation() (in module tvm.arith)</a>
</li>
<li><a href="reference/api/python/relax/analysis.html#tvm.relax.analysis.detect_recursion">detect_recursion() (in module tvm.relax.analysis)</a>
</li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/api/python/rpc.html#tvm.rpc.RPCSession.device">device() (tvm.rpc.RPCSession method)</a>
</li>
<li><a href="reference/api/python/testing.html#tvm.testing.device_enabled">device_enabled() (in module tvm.testing)</a>
</li>
<li><a href="reference/api/python/relax/distributed.html#tvm.relax.distributed.device_mesh">device_mesh() (in module tvm.relax.distributed)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.Report.device_metrics">device_metrics (tvm.runtime.profiling.Report attribute)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.op_attrs.HintOnDeviceAttrs.device_type">device_type (tvm.relax.op.op_attrs.HintOnDeviceAttrs property)</a>
</li>
<li><a href="reference/api/python/target.html#tvm.target.VirtualDevice.device_type_int">device_type_int (tvm.target.VirtualDevice property)</a>
</li>
<li><a href="reference/api/python/relax/distributed.html#tvm.relax.distributed.DeviceMesh">DeviceMesh (class in tvm.relax.distributed)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.DeviceWrapper">DeviceWrapper (class in tvm.runtime.profiling)</a>
</li>
<li><a href="reference/api/python/ir.html#tvm.ir.diagnostics.Diagnostic">Diagnostic (class in tvm.ir.diagnostics)</a>
</li>
@@ -1724,8 +1714,6 @@
<li><a href="reference/api/python/contrib.html#tvm.contrib.tvmjs.dump_tensor_cache">dump_tensor_cache() (in module tvm.contrib.tvmjs)</a>
</li>
<li><a href="reference/api/python/instrument.html#tvm.ir.instrument.DumpIR">DumpIR (class in tvm.ir.instrument)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.Duration">Duration (class in tvm.runtime.profiling)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.dynamic_strided_slice">dynamic_strided_slice() (in module tvm.relax.op)</a>
</li>
@@ -2048,8 +2036,6 @@
<li><a href="reference/api/python/tirx/tirx.html#tvm.tirx.IndexMap.from_func_with_separators">from_func_with_separators() (tvm.tirx.IndexMap static method)</a>
</li>
<li><a href="reference/api/python/relax/frontend.html#tvm.relax.frontend.torch.from_fx">from_fx() (in module tvm.relax.frontend.torch)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.Report.from_json">from_json() (tvm.runtime.profiling.Report class method)</a>
</li>
<li><a href="reference/api/python/ir.html#tvm.ir.Range.from_min_extent">from_min_extent() (tvm.ir.Range static method)</a>
</li>
@@ -2746,8 +2732,6 @@
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/api/python/meta_schedule.html#tvm.s_tir.meta_schedule.TaskScheduler.join_running_task">join_running_task() (tvm.s_tir.meta_schedule.TaskScheduler method)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.Report.json">json() (tvm.runtime.profiling.Report method)</a>
</li>
</ul></td>
</tr></table>
@@ -3146,8 +3130,6 @@
<li><a href="reference/api/python/relax/transform.html#tvm.relax.transform.MetaScheduleTuneTIR">MetaScheduleTuneTIR() (in module tvm.relax.transform)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.op_attrs.Resize2DAttrs.method">method (tvm.relax.op.op_attrs.Resize2DAttrs property)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.MetricCollector">MetricCollector (class in tvm.runtime.profiling)</a>
</li>
<li><a href="reference/api/python/tirx/tirx.html#tvm.tirx.Min">Min (class in tvm.tirx)</a>
</li>
@@ -3324,8 +3306,6 @@
<li><a href="reference/api/python/runtime/runtime.html#module-tvm.runtime">tvm.runtime</a>
</li>
<li><a href="reference/api/python/runtime/disco.html#module-tvm.runtime.disco">tvm.runtime.disco</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#module-tvm.runtime.profiling">tvm.runtime.profiling</a>
</li>
<li><a href="reference/api/python/runtime/vm.html#module-tvm.runtime.vm">tvm.runtime.vm</a>
</li>
@@ -3801,8 +3781,6 @@
<li><a href="reference/api/python/relax/transform.html#tvm.relax.transform.PatternCheckContext">PatternCheckContext (class in tvm.relax.transform)</a>
</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="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.Percent">Percent (class in tvm.runtime.profiling)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.permute_dims">permute_dims() (in module tvm.relax.op)</a>
</li>
@@ -3848,14 +3826,14 @@
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.op_attrs.Pool3DAttrs.pool_size">(tvm.relax.op.op_attrs.Pool3DAttrs property)</a>
</li>
</ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.op_attrs.ROIAlignAttrs.pooled_size">pooled_size (tvm.relax.op.op_attrs.ROIAlignAttrs property)</a>
<ul>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.op_attrs.ROIPoolAttrs.pooled_size">(tvm.relax.op.op_attrs.ROIPoolAttrs property)</a>
</li>
</ul></li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/api/python/topi.html#tvm.topi.testing.poolnd_python">poolnd_python() (in module tvm.topi.testing)</a>
</li>
<li><a href="reference/api/python/s_tir/schedule.html#tvm.s_tir.schedule.Trace.pop">pop() (tvm.s_tir.schedule.Trace method)</a>
@@ -3949,16 +3927,6 @@
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.prod">prod() (in module tvm.relax.op)</a>
</li>
<li><a href="reference/api/python/tirx/tirx.html#tvm.tirx.ProducerLoad">ProducerLoad (class in tvm.tirx)</a>
-</li>
- <li><a href="reference/api/python/relax/relax.html#tvm.relax.VirtualMachine.profile">profile() (tvm.relax.VirtualMachine method)</a>
-
- <ul>
- <li><a href="reference/api/python/runtime/vm.html#tvm.runtime.vm.VirtualMachine.profile">(tvm.runtime.vm.VirtualMachine method)</a>
-</li>
- </ul></li>
- <li><a href="reference/api/python/relax/training.html#tvm.relax.training.Trainer.profile_adjoint">profile_adjoint() (tvm.relax.training.Trainer method)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.profile_function">profile_function() (in module tvm.runtime.profiling)</a>
</li>
<li><a href="reference/api/python/meta_schedule.html#tvm.s_tir.meta_schedule.Profiler">Profiler (class in tvm.s_tir.meta_schedule)</a>
</li>
@@ -4039,8 +4007,6 @@
<li><a href="reference/api/python/ir.html#tvm.ir.Range">Range (class in tvm.ir)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.op_attrs.DropoutAttrs.rate">rate (tvm.relax.op.op_attrs.DropoutAttrs property)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.Ratio">Ratio (class in tvm.runtime.profiling)</a>
</li>
<li><a href="reference/api/python/s_tir/schedule.html#tvm.s_tir.schedule.DepKind.RAW">RAW (tvm.s_tir.schedule.DepKind attribute)</a>
</li>
@@ -4199,8 +4165,6 @@
<li><a href="reference/api/python/relax/distributed.html#tvm.relax.distributed.PlacementSpec.replica">replica() (tvm.relax.distributed.PlacementSpec static method)</a>
</li>
<li><a href="reference/api/python/topi.html#tvm.topi.nn.replicate_pad">replicate_pad() (in module tvm.topi.nn)</a>
-</li>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.Report">Report (class in tvm.runtime.profiling)</a>
</li>
<li><a href="reference/api/python/rpc.html#tvm.rpc.TrackerSession.request">request() (tvm.rpc.TrackerSession method)</a>
</li>
@@ -4854,12 +4818,8 @@
<h2 id="T">T</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="reference/api/python/runtime/profiling.html#tvm.runtime.profiling.Report.table">table() (tvm.runtime.profiling.Report method)</a>
-
- <ul>
- <li><a href="reference/api/python/meta_schedule.html#tvm.s_tir.meta_schedule.Profiler.table">(tvm.s_tir.meta_schedule.Profiler method)</a>
+ <li><a href="reference/api/python/meta_schedule.html#tvm.s_tir.meta_schedule.Profiler.table">table() (tvm.s_tir.meta_schedule.Profiler method)</a>
</li>
- </ul></li>
<li><a href="reference/api/python/te.html#tvm.te.tag_scope">tag_scope() (in module tvm.te)</a>
</li>
<li><a href="reference/api/python/relax/op.html#tvm.relax.op.take">take() (in module tvm.relax.op)</a>
@@ -5288,6 +5248,8 @@
<li><a href="reference/api/python/ir.html#module-tvm.ir">module</a>
</li>
</ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
<li>
tvm.ir.diagnostics
@@ -5295,8 +5257,6 @@
<li><a href="reference/api/python/ir.html#module-tvm.ir.diagnostics">module</a>
</li>
</ul></li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
<li>
tvm.ir.instrument
@@ -5505,13 +5465,6 @@
<ul>
<li><a href="reference/api/python/runtime/disco.html#module-tvm.runtime.disco">module</a>
-</li>
- </ul></li>
- <li>
- tvm.runtime.profiling
-
- <ul>
- <li><a href="reference/api/python/runtime/profiling.html#module-tvm.runtime.profiling">module</a>
</li>
</ul></li>
<li>
diff --git a/docs/get_started/tutorials/ir_module.html b/docs/get_started/tutorials/ir_module.html
index e44ef0c9c92..0379016847f 100644
--- a/docs/get_started/tutorials/ir_module.html
+++ b/docs/get_started/tutorials/ir_module.html
@@ -817,8 +817,8 @@ 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>[[-0.04846497 -0.03257668 -0.10313056 -0.06348107 -0.02961989 0.09971151
- -0.0429691 0.00990227 0.07507654 -0.03020578]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[ 0.08104634 0.00242352 0.1049604 -0.08137349 -0.1480625 -0.08869022
+ -0.09602349 0.00385824 -0.15466967 -0.10502834]]
</pre></div>
</div>
</section>
@@ -852,8 +852,8 @@ 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>[[-0.04846498 -0.03257667 -0.10313056 -0.06348109 -0.02961986 0.09971155
- -0.0429691 0.00990227 0.07507656 -0.03020576]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[ 0.08104636 0.00242357 0.10496042 -0.0813735 -0.14806242 -0.08869025
+ -0.09602351 0.00385825 -0.15466967 -0.1050284 ]]
</pre></div>
</div>
</section>
diff --git a/docs/get_started/tutorials/quick_start.html b/docs/get_started/tutorials/quick_start.html
index 4ae340ab566..cde94d81e4d 100644
--- a/docs/get_started/tutorials/quick_start.html
+++ b/docs/get_started/tutorials/quick_start.html
@@ -460,8 +460,8 @@ 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>[[26505.559 24962.824 23921.61 25596.424 24869.057 25037.3 25213.365
- 22812.576 24543.756 23328.629]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[23730.143 27612.406 26144.84 25774.523 26365.133 24124.285 26677.041
+ 25740.312 24821.139 24888.467]]
</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 1b30572f8be..f8d3189e154 100644
--- a/docs/get_started/tutorials/sg_execution_times.html
+++ b/docs/get_started/tutorials/sg_execution_times.html
@@ -297,7 +297,7 @@
<section id="computation-times">
<span id="sphx-glr-get-started-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading"></a></h1>
-<p><strong>00:06.944</strong> total execution time for 2 files <strong>from get_started/tutorials</strong>:</p>
+<p><strong>00:06.920</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" />
@@ -319,11 +319,11 @@ $(document).ready( function () {
</thead>
<tbody>
<tr class="row-even"><td><p><a class="reference internal" href="ir_module.html#sphx-glr-get-started-tutorials-ir-module-py"><span class="std std-ref">IRModule</span></a> (<code class="docutils literal notranslate"><span class="pre">ir_module.py</span></code>)</p></td>
-<td><p>00:06.788</p></td>
+<td><p>00:06.762</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>00:00.156</p></td>
+<td><p>00:00.158</p></td>
<td><p>0.0</p></td>
</tr>
</tbody>
diff --git a/docs/how_to/tutorials/cross_compilation_and_rpc.html b/docs/how_to/tutorials/cross_compilation_and_rpc.html
index 58d1df0e8f7..0672d256bb9 100644
--- a/docs/how_to/tutorials/cross_compilation_and_rpc.html
+++ b/docs/how_to/tutorials/cross_compilation_and_rpc.html
@@ -478,7 +478,7 @@ 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>9.1e-08 secs/op
</pre></div>
</div>
</section>
@@ -846,8 +846,8 @@ 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/tmp3y5l1avl/model_deployed.so
-Saved parameters to: /tmp/tmp3y5l1avl/model_params.npz
+Exported library to: /tmp/tmpms6e2cvm/model_deployed.so
+Saved parameters to: /tmp/tmpms6e2cvm/model_params.npz
RPC workflow (works for any remote device):
==================================================
diff --git a/docs/how_to/tutorials/customize_opt.html b/docs/how_to/tutorials/customize_opt.html
index f5e862d4d39..a4f0dd4c3c0 100644
--- a/docs/how_to/tutorials/customize_opt.html
+++ b/docs/how_to/tutorials/customize_opt.html
@@ -620,8 +620,8 @@ pushing the performance to the limit. The current optimization may not be the be
<span class="nb">print</span><span class="p">(</span><span class="n">gpu_out</span><span class="p">)</span>
</pre></div>
</div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[24765.898 24169.832 24225.129 24773.191 26263.184 24363.56 23606.676
- 24679.412 24569.697 25252.111]]
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[[25077.996 26146.457 26063.613 23740.695 24852.195 25097.496 23488.072
+ 23641.996 26411.695 24865.14 ]]
</pre></div>
</div>
</section>
diff --git a/docs/how_to/tutorials/e2e_opt_model.html b/docs/how_to/tutorials/e2e_opt_model.html
index 739ba4177cf..6ace44484fe 100644
--- a/docs/how_to/tutorials/e2e_opt_model.html
+++ b/docs/how_to/tutorials/e2e_opt_model.html
@@ -332,10 +332,8 @@ 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]
- 3%|▎ | 1.38M/44.7M [00:00<00:03, 14.1MB/s]
- 43%|████▎ | 19.2M/44.7M [00:00<00:00, 115MB/s]
- 91%|█████████ | 40.6M/44.7M [00:00<00:00, 164MB/s]
-100%|██████████| 44.7M/44.7M [00:00<00:00, 146MB/s]
+ 69%|██████▉ | 31.0M/44.7M [00:00<00:00, 324MB/s]
+100%|██████████| 44.7M/44.7M [00:00<00:00, 323MB/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 b67ab26a4ac..0ea6aab9e59 100644
--- a/docs/how_to/tutorials/sg_execution_times.html
+++ b/docs/how_to/tutorials/sg_execution_times.html
@@ -297,7 +297,7 @@
<section id="computation-times">
<span id="sphx-glr-how-to-tutorials-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading"></a></h1>
-<p><strong>00:15.296</strong> total execution time for 8 files <strong>from how_to/tutorials</strong>:</p>
+<p><strong>00:15.095</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" />
@@ -319,27 +319,27 @@ $(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>00:10.033</p></td>
+<td><p>00:10.057</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>00:03.314</p></td>
+<td><p>00:03.313</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="e2e_opt_model.html#sphx-glr-how-to-tutorials-e2e-opt-model-py"><span class="std std-ref">End-to-End Optimize Model</span></a> (<code class="docutils literal notranslate"><span class="pre">e2e_opt_model.py</span></code>)</p></td>
-<td><p>00:00.795</p></td>
+<td><p>00:00.570</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="customize_opt.html#sphx-glr-how-to-tutorials-customize-opt-py"><span class="std std-ref">Customize Optimization</span></a> (<code class="docutils literal notranslate"><span class="pre">customize_opt.py</span></code>)</p></td>
-<td><p>00:00.532</p></td>
+<td><p>00:00.536</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>00:00.478</p></td>
+<td><p>00:00.475</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="bring_your_own_codegen.html#sphx-glr-how-to-tutorials-bring-your-own-codegen-py"><span class="std std-ref">Bring Your Own Codegen: NPU Backend Example</span></a> (<code class="docutils literal notranslate"><span class="pre">bring_your_own_codegen.py</span></code>)</p></td>
-<td><p>00:00.139</p></td>
+<td><p>00:00.138</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="mix_python_and_tvm_with_pymodule.html#sphx-glr-how-to-tutorials-mix-python-and-tvm-with-pymodule-py"><span class="std std-ref">Mix Python/PyTorch with TVM Using BasePyModule</span></a> (<code class="docutils literal notranslate"><span class="pre">mix_python_and_tvm_with_pymodule.py</span></code>)</p></td>
diff --git a/docs/objects.inv b/docs/objects.inv
index 5e269b0f156..0064a262146 100644
Binary files a/docs/objects.inv and b/docs/objects.inv differ
diff --git a/docs/py-modindex.html b/docs/py-modindex.html
index 44a6d32f79c..f3c4f736771 100644
--- a/docs/py-modindex.html
+++ b/docs/py-modindex.html
@@ -628,11 +628,6 @@
<td>   
<a href="reference/api/python/runtime/disco.html#module-tvm.runtime.disco"><code class="xref">tvm.runtime.disco</code></a></td><td>
<em></em></td></tr>
- <tr class="cg-1">
- <td></td>
- <td>   
- <a href="reference/api/python/runtime/profiling.html#module-tvm.runtime.profiling"><code class="xref">tvm.runtime.profiling</code></a></td><td>
- <em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
diff --git a/docs/reference/api/doxygen/annotated.html b/docs/reference/api/doxygen/annotated.html
index cee5d0a1ac5..a05cd7464bb 100644
--- a/docs/reference/api/doxygen/annotated.html
+++ b/docs/reference/api/doxygen/annotated.html
@@ -365,48 +365,35 @@ $(function() {
<tr id="row_0_5_1_2_" 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_1runtime_1_1memory_1_1MemoryManager.html" target="_self">MemoryManager</a></td><td class="desc"></td></tr>
<tr id="row_0_5_1_3_" 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_1runtime_1_1memory_1_1StorageObj.html" target="_self">StorageObj</a></td><td class="desc">An object representing a storage allocation </td></tr>
<tr id="row_0_5_1_4_" 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_1runtime_1_1memory_1_1Storage.html" target="_self">Storage</a></td><td class="desc">Reference to storage </td></tr>
-<tr id="row_0_5_2_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_0_5_2_" class="arrow" onclick="toggleFolder('0_5_2_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1runtime_1_1profiling.html" target="_self">profiling</a></td><td class="desc"></td></tr>
-<tr id="row_0_5_2_0_" 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="structtvm_1_1runtime_1_1profiling_1_1DeviceWrapperNode.html" target="_self">DeviceWrapperNode</a></td><td class="desc">Wrapper for <code>Device</code> because <code>Device</code> is not passable across the ffi::Function interface </td></tr>
-<tr id="row_0_5_2_1_" 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_1runtime_1_1profiling_1_1DeviceWrapper.html" target="_self">DeviceWrapper</a></td><td class="desc">Wrapper for <code>Device</code> </td></tr>
-<tr id="row_0_5_2_2_" 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_1runtime_1_1profiling_1_1ReportNode.html" target="_self">ReportNode</a></td><td class="desc">Data collected from a profiling run. Includes per-call metrics and per-device metrics </td></tr>
-<tr id="row_0_5_2_3_" 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_1runtime_1_1profiling_1_1Report.html" target="_self">Report</a></td><td class="desc"></td></tr>
-<tr id="row_0_5_2_4_" 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_1runtime_1_1profiling_1_1MetricCollectorNode.html" target="_self">MetricCollectorNode</a></td><td class="desc">Interface for user defined profiling metric collection </td></tr>
-<tr id="row_0_5_2_5_" 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_1runtime_1_1profiling_1_1MetricCollector.html" target="_self">MetricCollector</a></td><td class="desc">Wrapper for <code><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html" title="Interface for user defined profiling metric collection.">MetricCollectorNod [...]
-<tr id="row_0_5_2_6_" 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="structtvm_1_1runtime_1_1profiling_1_1CallFrame.html" target="_self">CallFrame</a></td><td class="desc"></td></tr>
-<tr id="row_0_5_2_7_" 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_1runtime_1_1profiling_1_1Profiler.html" target="_self">Profiler</a></td><td class="desc"></td></tr>
-<tr id="row_0_5_2_8_" 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_1runtime_1_1profiling_1_1DurationNode.html" target="_self">DurationNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_5_2_9_" 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_1runtime_1_1profiling_1_1PercentNode.html" target="_self">PercentNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_5_2_10_" 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_1runtime_1_1profiling_1_1CountNode.html" target="_self">CountNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_5_2_11_" 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_1runtime_1_1profiling_1_1RatioNode.html" target="_self">RatioNode</a></td><td class="desc"></td></tr>
-<tr id="row_0_5_3_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_0_5_3_" class="arrow" onclick="toggleFolder('0_5_3_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1runtime_1_1threading.html" target="_self">threading</a></td><td class="desc"></td></tr>
-<tr id="row_0_5_3_0_" 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_1runtime_1_1threading_1_1ThreadGroup.html" target="_self">ThreadGroup</a></td><td class="desc">A platform-agnostic abstraction for managing a collection of thread pool threads </td></tr>
-<tr id="row_0_5_4_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_0_5_4_" class="arrow" onclick="toggleFolder('0_5_4_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1runtime_1_1vm.html" target="_self">vm</a></td><td class="desc"></td></tr>
-<tr id="row_0_5_4_0_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span id="arr_0_5_4_0_" class="arrow" onclick="toggleFolder('0_5_4_0_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1runtime_1_1vm_1_1Instruction.html" target="_self">Instruction</a></td><td class="desc">A single virtual machine instruction </td></tr>
-<tr id="row_0_5_4_0_0_" style="display:none;"><td class="entry"><span style="width:80px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1vm_1_1Instruction_1_1Arg.html" target="_self">Arg</a></td><td class="desc">The auxiliary data structure for instruction argument </td></tr>
-<tr id="row_0_5_4_1_" 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="structtvm_1_1runtime_1_1vm_1_1VMFuncInfo.html" target="_self">VMFuncInfo</a></td><td class="desc">Information entry in executable function table </td></tr>
-<tr id="row_0_5_4_2_" 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_1runtime_1_1vm_1_1VMExecutable.html" target="_self">VMExecutable</a></td><td class="desc">The virtual machine executable emitted by the VM compiler </td></tr>
-<tr id="row_0_5_4_3_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span id="arr_0_5_4_3_" class="arrow" onclick="toggleFolder('0_5_4_3_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1runtime_1_1vm_1_1TensorCacheMetadata.html" target="_self">TensorCacheMetadata</a></td><td class="desc">Metadata for <a class="el" href="classtvm_1_1runtime_1_1Tensor.html" title="Managed Tensor. T [...]
-<tr id="row_0_5_4_3_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span id="arr_0_5_4_3_0_" class="arrow" onclick="toggleFolder('0_5_4_3_0_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1runtime_1_1vm_1_1TensorCacheMetadata_1_1FileRecord.html" target="_self">FileRecord</a></td><td class="desc">Each shard of <a class="el" href="classtvm_1_1runtime_1_1Tensor.html" title="Manag [...]
-<tr id="row_0_5_4_3_0_0_" style="display:none;"><td class="entry"><span style="width:96px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1runtime_1_1vm_1_1TensorCacheMetadata_1_1FileRecord_1_1ParamRecord.html" target="_self">ParamRecord</a></td><td class="desc">Metadata of each parameter </td></tr>
-<tr id="row_0_5_4_4_" 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_1runtime_1_1vm_1_1VMClosureObj.html" target="_self">VMClosureObj</a></td><td class="desc">An object representing a vm closure </td></tr>
-<tr id="row_0_5_4_5_" 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_1runtime_1_1vm_1_1VMClosure.html" target="_self">VMClosure</a></td><td class="desc">Reference to closure </td></tr>
-<tr id="row_0_5_4_6_" 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_1runtime_1_1vm_1_1VMExtensionNode.html" target="_self">VMExtensionNode</a></td><td class="desc">Represent a VM extension. A VM extension allows the user to extend the VM with target specific functionalities. The VM holds the reference of the extensions to ensure the extensions have th [...]
-<tr id="row_0_5_4_7_" 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_1runtime_1_1vm_1_1VMExtension.html" target="_self">VMExtension</a></td><td class="desc">Managed reference to VM extension </td></tr>
-<tr id="row_0_5_4_8_" 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_1runtime_1_1vm_1_1VirtualMachine.html" target="_self">VirtualMachine</a></td><td class="desc">The virtual machine </td></tr>
-<tr id="row_0_5_5_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DataType.html" target="_self">DataType</a></td><td class="desc">Runtime primitive data type </td></tr>
-<tr id="row_0_5_6_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DeviceAPI.html" target="_self">DeviceAPI</a></td><td class="desc">TVM Runtime Device API, abstracts the device specific interface for memory management </td></tr>
-<tr id="row_0_5_7_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DiscoWorker.html" target="_self">DiscoWorker</a></td><td class="desc">A worker in Disco. It takes a channel to communication with the controler. The worker can be run in a separate thread or process as long as the channel supports bi-directional communication in-between </td></tr>
-<tr id="row_0_5_8_" style="display:none;"><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_1runtime_1_1ThreadLocalDiscoWorker.html" target="_self">ThreadLocalDiscoWorker</a></td><td class="desc">A threadlocal wrapper of <a class="el" href="classtvm_1_1runtime_1_1DiscoWorker.html" title="A worker in Disco. It takes a channel to communication with the controler. The worker can [...]
-<tr id="row_0_5_9_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DRefObj.html" target="_self">DRefObj</a></td><td class="desc">An object that exists on all workers </td></tr>
-<tr id="row_0_5_10_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DRef.html" target="_self">DRef</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1runtime_1_1DRefObj.html" title="An object that exists on all workers.">DRefObj</a> </td></tr>
-<tr id="row_0_5_11_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1SessionObj.html" target="_self">SessionObj</a></td><td class="desc">A Disco interactive session. It allows users to interact with the Disco command queue with various ffi::Function calling convention </td></tr>
-<tr id="row_0_5_12_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1Session.html" target="_self">Session</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1runtime_1_1SessionObj.html" title="A Disco interactive session. It allows users to interact with the Disco command queue with various ff...">SessionObj</a> </td></tr>
-<tr id="row_0_5_13_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DiscoChannel.html" target="_self">DiscoChannel</a></td><td class="desc">A bi-directional channel for controler-worker communication. This channel is primarily used to transfer control messages but not data </td></tr>
-<tr id="row_0_5_14_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1WorkerZeroData.html" target="_self">WorkerZeroData</a></td><td class="desc">A special communication channel between controler and worker-0, assuming they are always collocated in the same process </td></tr>
-<tr id="row_0_5_15_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1NVTXScopedRange.html" target="_self">NVTXScopedRange</a></td><td class="desc">A class to create a NVTX range. No-op if TVM is not built against NVTX </td></tr>
-<tr id="row_0_5_16_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1TimerNode.html" target="_self">TimerNode</a></td><td class="desc">Base class for all implementations </td></tr>
+<tr id="row_0_5_2_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_0_5_2_" class="arrow" onclick="toggleFolder('0_5_2_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1runtime_1_1threading.html" target="_self">threading</a></td><td class="desc"></td></tr>
+<tr id="row_0_5_2_0_" 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_1runtime_1_1threading_1_1ThreadGroup.html" target="_self">ThreadGroup</a></td><td class="desc">A platform-agnostic abstraction for managing a collection of thread pool threads </td></tr>
+<tr id="row_0_5_3_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_0_5_3_" class="arrow" onclick="toggleFolder('0_5_3_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1runtime_1_1vm.html" target="_self">vm</a></td><td class="desc"></td></tr>
+<tr id="row_0_5_3_0_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span id="arr_0_5_3_0_" class="arrow" onclick="toggleFolder('0_5_3_0_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1runtime_1_1vm_1_1Instruction.html" target="_self">Instruction</a></td><td class="desc">A single virtual machine instruction </td></tr>
+<tr id="row_0_5_3_0_0_" style="display:none;"><td class="entry"><span style="width:80px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1vm_1_1Instruction_1_1Arg.html" target="_self">Arg</a></td><td class="desc">The auxiliary data structure for instruction argument </td></tr>
+<tr id="row_0_5_3_1_" 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="structtvm_1_1runtime_1_1vm_1_1VMFuncInfo.html" target="_self">VMFuncInfo</a></td><td class="desc">Information entry in executable function table </td></tr>
+<tr id="row_0_5_3_2_" 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_1runtime_1_1vm_1_1VMExecutable.html" target="_self">VMExecutable</a></td><td class="desc">The virtual machine executable emitted by the VM compiler </td></tr>
+<tr id="row_0_5_3_3_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span id="arr_0_5_3_3_" class="arrow" onclick="toggleFolder('0_5_3_3_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1runtime_1_1vm_1_1TensorCacheMetadata.html" target="_self">TensorCacheMetadata</a></td><td class="desc">Metadata for <a class="el" href="classtvm_1_1runtime_1_1Tensor.html" title="Managed Tensor. T [...]
+<tr id="row_0_5_3_3_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span id="arr_0_5_3_3_0_" class="arrow" onclick="toggleFolder('0_5_3_3_0_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1runtime_1_1vm_1_1TensorCacheMetadata_1_1FileRecord.html" target="_self">FileRecord</a></td><td class="desc">Each shard of <a class="el" href="classtvm_1_1runtime_1_1Tensor.html" title="Manag [...]
+<tr id="row_0_5_3_3_0_0_" style="display:none;"><td class="entry"><span style="width:96px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1runtime_1_1vm_1_1TensorCacheMetadata_1_1FileRecord_1_1ParamRecord.html" target="_self">ParamRecord</a></td><td class="desc">Metadata of each parameter </td></tr>
+<tr id="row_0_5_3_4_" 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_1runtime_1_1vm_1_1VMClosureObj.html" target="_self">VMClosureObj</a></td><td class="desc">An object representing a vm closure </td></tr>
+<tr id="row_0_5_3_5_" 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_1runtime_1_1vm_1_1VMClosure.html" target="_self">VMClosure</a></td><td class="desc">Reference to closure </td></tr>
+<tr id="row_0_5_3_6_" 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_1runtime_1_1vm_1_1VMExtensionNode.html" target="_self">VMExtensionNode</a></td><td class="desc">Represent a VM extension. A VM extension allows the user to extend the VM with target specific functionalities. The VM holds the reference of the extensions to ensure the extensions have th [...]
+<tr id="row_0_5_3_7_" 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_1runtime_1_1vm_1_1VMExtension.html" target="_self">VMExtension</a></td><td class="desc">Managed reference to VM extension </td></tr>
+<tr id="row_0_5_3_8_" 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_1runtime_1_1vm_1_1VirtualMachine.html" target="_self">VirtualMachine</a></td><td class="desc">The virtual machine </td></tr>
+<tr id="row_0_5_4_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DataType.html" target="_self">DataType</a></td><td class="desc">Runtime primitive data type </td></tr>
+<tr id="row_0_5_5_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DeviceAPI.html" target="_self">DeviceAPI</a></td><td class="desc">TVM Runtime Device API, abstracts the device specific interface for memory management </td></tr>
+<tr id="row_0_5_6_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DiscoWorker.html" target="_self">DiscoWorker</a></td><td class="desc">A worker in Disco. It takes a channel to communication with the controler. The worker can be run in a separate thread or process as long as the channel supports bi-directional communication in-between </td></tr>
+<tr id="row_0_5_7_" style="display:none;"><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_1runtime_1_1ThreadLocalDiscoWorker.html" target="_self">ThreadLocalDiscoWorker</a></td><td class="desc">A threadlocal wrapper of <a class="el" href="classtvm_1_1runtime_1_1DiscoWorker.html" title="A worker in Disco. It takes a channel to communication with the controler. The worker can [...]
+<tr id="row_0_5_8_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DRefObj.html" target="_self">DRefObj</a></td><td class="desc">An object that exists on all workers </td></tr>
+<tr id="row_0_5_9_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DRef.html" target="_self">DRef</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1runtime_1_1DRefObj.html" title="An object that exists on all workers.">DRefObj</a> </td></tr>
+<tr id="row_0_5_10_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1SessionObj.html" target="_self">SessionObj</a></td><td class="desc">A Disco interactive session. It allows users to interact with the Disco command queue with various ffi::Function calling convention </td></tr>
+<tr id="row_0_5_11_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1Session.html" target="_self">Session</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1runtime_1_1SessionObj.html" title="A Disco interactive session. It allows users to interact with the Disco command queue with various ff...">SessionObj</a> </td></tr>
+<tr id="row_0_5_12_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1DiscoChannel.html" target="_self">DiscoChannel</a></td><td class="desc">A bi-directional channel for controler-worker communication. This channel is primarily used to transfer control messages but not data </td></tr>
+<tr id="row_0_5_13_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1WorkerZeroData.html" target="_self">WorkerZeroData</a></td><td class="desc">A special communication channel between controler and worker-0, assuming they are always collocated in the same process </td></tr>
+<tr id="row_0_5_14_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1NVTXScopedRange.html" target="_self">NVTXScopedRange</a></td><td class="desc">A class to create a NVTX range. No-op if TVM is not built against NVTX </td></tr>
+<tr id="row_0_5_15_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1Tensor.html" target="_self">Tensor</a></td><td class="desc">Managed <a class="el" href="classtvm_1_1runtime_1_1Tensor.html" title="Managed Tensor. The array is backed by reference counted blocks.">Tensor</a>. The array is backed by reference counted blocks </td></tr>
+<tr id="row_0_5_16_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1TimerNode.html" target="_self">TimerNode</a></td><td class="desc">Base class for all timer implementations </td></tr>
<tr id="row_0_5_17_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1Timer.html" target="_self">Timer</a></td><td class="desc"><a class="el" href="classtvm_1_1runtime_1_1Timer.html" title="Timer for a specific device.">Timer</a> for a specific device </td></tr>
-<tr id="row_0_5_18_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1Tensor.html" target="_self">Tensor</a></td><td class="desc">Managed <a class="el" href="classtvm_1_1runtime_1_1Tensor.html" title="Managed Tensor. The array is backed by reference counted blocks.">Tensor</a>. The array is backed by reference counted blocks </td></tr>
<tr id="row_0_6_" style="display:none;"><td class="entry"><span style="width:16px;display:inline-block;"> </span><span id="arr_0_6_" class="arrow" onclick="toggleFolder('0_6_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1s__tir.html" target="_self">s_tir</a></td><td class="desc"></td></tr>
<tr id="row_0_6_0_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_0_6_0_" class="arrow" onclick="toggleFolder('0_6_0_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1s__tir_1_1meta__schedule.html" target="_self">meta_schedule</a></td><td class="desc"></td></tr>
<tr id="row_0_6_0_0_" 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_1s__tir_1_1meta__schedule_1_1ArgInfoNode.html" target="_self">ArgInfoNode</a></td><td class="desc">The argument information </td></tr>
diff --git a/docs/reference/api/doxygen/classes.html b/docs/reference/api/doxygen/classes.html
index 7f59c8dadea..070db657939 100644
--- a/docs/reference/api/doxygen/classes.html
+++ b/docs/reference/api/doxygen/classes.html
@@ -75,10 +75,10 @@ $(function() {
<dd><a class="el" href="classtvm_1_1BaseAttrsNode.html">BaseAttrsNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)</dd><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_1BaseExpr.html">BaseExpr</a> (<a class="el" href="namespacetvm.html">tvm</a>)</dd><dd><a class="el" href="classtvm_1_1BaseExprNode.html">BaseExprNode</a> (<a class="el" href="name [...]
<dl class="classindex even">
<dt class="alphachar"><a name="letter_C">C</a></dt>
-<dd><a class="el" href="classtvm_1_1tirx_1_1Call.html">Call</a> (<a class="el" href="namespacetvm_1_1tirx.html">tvm::tirx</a>)</dd><dd><a class="el" href="classtvm_1_1relax_1_1Call.html">Call</a> (<a class="el" href="namespacetvm_1_1relax.html">tvm::relax</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 [...]
+<dd><a class="el" href="classtvm_1_1tirx_1_1Call.html">Call</a> (<a class="el" href="namespacetvm_1_1tirx.html">tvm::tirx</a>)</dd><dd><a class="el" href="classtvm_1_1relax_1_1Call.html">Call</a> (<a class="el" href="namespacetvm_1_1relax.html">tvm::relax</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 [...]
<dl class="classindex odd">
<dt class="alphachar"><a name="letter_D">D</a></dt>
-<dd><a class="el" href="classtvm_1_1s__tir_1_1meta__schedule_1_1Database.html">Database</a> (<a class="el" href="namespacetvm_1_1s__tir_1_1meta__schedule.html">tvm::s_tir::meta_schedule</a>)</dd><dd><a class="el" href="classtvm_1_1s__tir_1_1meta__schedule_1_1DatabaseNode.html">DatabaseNode</a> (<a class="el" href="namespacetvm_1_1s__tir_1_1meta__schedule.html">tvm::s_tir::meta_schedule</a>)</dd><dd><a class="el" href="classtvm_1_1relax_1_1DataflowBlock.html">DataflowBlock</a> (<a class=" [...]
+<dd><a class="el" href="classtvm_1_1s__tir_1_1meta__schedule_1_1Database.html">Database</a> (<a class="el" href="namespacetvm_1_1s__tir_1_1meta__schedule.html">tvm::s_tir::meta_schedule</a>)</dd><dd><a class="el" href="classtvm_1_1s__tir_1_1meta__schedule_1_1DatabaseNode.html">DatabaseNode</a> (<a class="el" href="namespacetvm_1_1s__tir_1_1meta__schedule.html">tvm::s_tir::meta_schedule</a>)</dd><dd><a class="el" href="classtvm_1_1relax_1_1DataflowBlock.html">DataflowBlock</a> (<a class=" [...]
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<dt class="alphachar"><a name="letter_E">E</a></dt>
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<p><a class="el" href="classtvm_1_1runtime_1_1Timer.html" title="Timer for a specific device.">Timer</a> for a specific device.
<a href="classtvm_1_1runtime_1_1Timer.html#details">More...</a></p>
-<p><code>#include <<a class="el" href="profiling_8h_source.html">profiling.h</a>></code></p>
+<p><code>#include <<a class="el" href="timer_8h_source.html">timer.h</a>></code></p>
<div class="dynheader">
Inheritance diagram for tvm::runtime::Timer:</div>
<div class="dyncontent">
@@ -104,8 +104,8 @@ Static Public Member Functions</h2></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p><a class="el" href="classtvm_1_1runtime_1_1Timer.html" title="Timer for a specific device.">Timer</a> for a specific device. </p>
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-<dl class="section see"><dt>See also</dt><dd><a class="el" href="classtvm_1_1runtime_1_1TimerNode.html" title="Base class for all implementations.">TimerNode</a> </dd></dl>
+<p>This is a managed reference to a <a class="el" href="classtvm_1_1runtime_1_1TimerNode.html" title="Base class for all timer implementations.">TimerNode</a>.</p>
+<dl class="section see"><dt>See also</dt><dd><a class="el" href="classtvm_1_1runtime_1_1TimerNode.html" title="Base class for all timer implementations.">TimerNode</a> </dd></dl>
</div><h2 class="groupheader">Member Function Documentation</h2>
<a id="a94817dbeb4ad7e24bba0b9cef3d56929"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a94817dbeb4ad7e24bba0b9cef3d56929">◆ </a></span>Start()</h2>
@@ -147,7 +147,7 @@ Static Public Member Functions</h2></td></tr>
<div class="line">... <span class="comment">// some more computation</span></div>
<div class="line">int64_t nanosecs = t->SyncAndGetElapsedNanos() <span class="comment">// elapsed time in nanoseconds</span></div>
<div class="ttc" id="aclasstvm_1_1runtime_1_1Timer_html_a94817dbeb4ad7e24bba0b9cef3d56929"><div class="ttname"><a href="classtvm_1_1runtime_1_1Timer.html#a94817dbeb4ad7e24bba0b9cef3d56929">tvm::runtime::Timer::Start</a></div><div class="ttdeci">static TVM_RUNTIME_DLL Timer Start(Device dev)</div><div class="ttdoc">Get a device specific timer.</div></div>
-</div><!-- fragment --><p>To add a new device-specific timer, register a new function "profiler.timer.my_device" (where <code>my_device</code> is the <code>DeviceName</code> of your device). This function should accept a <code>Device</code> and return a new <code><a class="el" href="classtvm_1_1runtime_1_1Timer.html" title="Timer for a specific device.">Timer</a></code> that has already been started.</p>
+</div><!-- fragment --><p>To add a new device-specific timer, register a new function "runtime.timer.my_device" (where <code>my_device</code> is the <code>DeviceName</code> of your device). This function should accept a <code>Device</code> and return a new <code><a class="el" href="classtvm_1_1runtime_1_1Timer.html" title="Timer for a specific device.">Timer</a></code> that has already been started.</p>
<p>For example, this is how the CPU timer is implemented: </p><div class="fragment"><div class="line"><span class="keyword">class </span>CPUTimerNode : <span class="keyword">public</span> TimerNode {</div>
<div class="line"> <span class="keyword">public</span>:</div>
<div class="line"> <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classtvm_1_1runtime_1_1Timer.html#a94817dbeb4ad7e24bba0b9cef3d56929">Start</a>() { start_ = std::chrono::high_resolution_clock::now(); }</div>
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<div class="line">TVM_FFI_STATIC_INIT_BLOCK() {</div>
<div class="line"> <span class="keyword">namespace </span>refl = <a class="code" href="namespacetvm_1_1ffi_1_1reflection.html">tvm::ffi::reflection</a>;</div>
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+<div class="line"> refl::GlobalDef().def(<span class="stringliteral">"runtime.timer.cpu"</span>, [](<a class="code" href="namespacetvm.html#a7c2095aed90b2129ba631b90103313a2">Device</a> dev) {</div>
<div class="line"> <span class="keywordflow">return</span> Timer(ffi::make_object<CPUTimerNode>());</div>
<div class="line"> });</div>
<div class="line">}</div>
@@ -210,7 +210,7 @@ Static Public Member Functions</h2></td></tr>
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<hr/>The documentation for this class was generated from the following file:<ul>
-<li>include/tvm/runtime/<a class="el" href="profiling_8h_source.html">profiling.h</a></li>
+<li>include/tvm/runtime/<a class="el" href="timer_8h_source.html">timer.h</a></li>
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-<p>Base class for all implementations.
+<p>Base class for all timer implementations.
<a href="classtvm_1_1runtime_1_1TimerNode.html#details">More...</a></p>
-<p><code>#include <<a class="el" href="profiling_8h_source.html">profiling.h</a>></code></p>
+<p><code>#include <<a class="el" href="timer_8h_source.html">timer.h</a>></code></p>
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Inheritance diagram for tvm::runtime::TimerNode:</div>
<div class="dyncontent">
@@ -113,7 +113,7 @@ Static Public Attributes</h2></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
-<div class="textblock"><p>Base class for all implementations. </p>
+<div class="textblock"><p>Base class for all timer implementations. </p>
<p>New implementations of this interface should make sure that <code>Start</code> and <code>Stop</code> are as lightweight as possible. Expensive state synchronization should be done in <code>SyncAndGetElapsedNanos</code>. </p>
</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
<a id="ad16fba1e2e166b90af3f374cad678244"></a>
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<hr/>The documentation for this class was generated from the following file:<ul>
-<li>include/tvm/runtime/<a class="el" href="profiling_8h_source.html">profiling.h</a></li>
+<li>include/tvm/runtime/<a class="el" href="timer_8h_source.html">timer.h</a></li>
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-<p>This is the complete list of members for <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollector.html">tvm::runtime::profiling::MetricCollector</a>, including all inherited members.</p>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1runtime_1_1profiling_1_1MetricCollector.html b/docs/reference/api/doxygen/classtvm_1_1runtime_1_1profiling_1_1MetricCollector.html
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-</div>
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-<div class="header">
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-<a href="#pub-methods">Public Member Functions</a> |
-<a href="classtvm_1_1runtime_1_1profiling_1_1MetricCollector-members.html">List of all members</a> </div>
- <div class="headertitle">
-<div class="title">tvm::runtime::profiling::MetricCollector Class Reference</div> </div>
-</div><!--header-->
-<div class="contents">
-
-<p>Wrapper for <code><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html" title="Interface for user defined profiling metric collection.">MetricCollectorNode</a></code>.
- <a href="classtvm_1_1runtime_1_1profiling_1_1MetricCollector.html#details">More...</a></p>
-
-<p><code>#include <<a class="el" href="profiling_8h_source.html">profiling.h</a>></code></p>
-<div class="dynheader">
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-<div class="dyncontent">
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-Collaboration diagram for tvm::runtime::profiling::MetricCollector:</div>
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-<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1runtime_1_1profiling_1_1MetricCollector__coll__graph.svg" width="223" height="243"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
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-<table class="memberdecls">
-<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
-Public Member Functions</h2></td></tr>
-<tr class="memitem:a9d399eef24a5c3362b6dd87315d8bd92"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollector.html#a9d399eef24a5c3362b6dd87315d8bd92">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE</a> (<a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollector.html">MetricCollector</a>, ObjectRef, <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCol [...]
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-<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
-<div class="textblock"><p>Wrapper for <code><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html" title="Interface for user defined profiling metric collection.">MetricCollectorNode</a></code>. </p>
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-<h2 class="memtitle"><span class="permalink"><a href="#a9d399eef24a5c3362b6dd87315d8bd92">◆ </a></span>TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE()</h2>
-
-<div class="memitem">
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- <table class="memname">
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- <td class="memname">tvm::runtime::profiling::MetricCollector::TVM_FFI_DEFINE_OBJECT_REF_METHODS_NULLABLE </td>
- <td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollector.html">MetricCollector</a> </td>
- <td class="paramname">, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ObjectRef </td>
- <td class="paramname">, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html">MetricCollectorNode</a> </td>
- <td class="paramname"> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-</div>
-</div>
-<hr/>The documentation for this class was generated from the following file:<ul>
-<li>include/tvm/runtime/<a class="el" href="profiling_8h_source.html">profiling.h</a></li>
-</ul>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode-members.html b/docs/reference/api/doxygen/classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode-members.html
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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_1runtime.html">runtime</a></li><li class="navelem"><a class="el" href="namespacetvm_1_1runtime_1_1profiling.html">profiling</a></li><li class="navelem"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html">MetricCollectorNode</a></li> </ul>
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-<div class="title">tvm::runtime::profiling::MetricCollectorNode Member List</div> </div>
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-
-<p>This is the complete list of members for <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html">tvm::runtime::profiling::MetricCollectorNode</a>, including all inherited members.</p>
-<table class="directory">
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#a8984cf0202073ccec263b294433dcd96">_type_mutable</a></td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html">tvm::runtime::profiling::MetricCollectorNode</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#afce14d40f8d63cdf951623de44dd8b76">Init</a>(ffi::Array< DeviceWrapper > devs)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html">tvm::runtime::profiling::MetricCollectorNode</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#a44fadfb7b0f961a7fb2275e3b5dbcd88">Start</a>(Device dev)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html">tvm::runtime::profiling::MetricCollectorNode</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#ad8c974cf42170d497f7d2d3543d96058">Stop</a>(ffi::ObjectRef obj)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html">tvm::runtime::profiling::MetricCollectorNode</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#a0a21a6d099f79cdcc99accd393f521fc">TVM_FFI_DECLARE_OBJECT_INFO</a>("runtime.profiling.MetricCollector", MetricCollectorNode, Object)</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html">tvm::runtime::profiling::MetricCollectorNode</a></td><td class="entry"></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#aeb383df9354bf396426a17857a1bb84a">~MetricCollectorNode</a>()</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html">tvm::runtime::profiling::MetricCollectorNode</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></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_1runtime.html">runtime</a></li><li class="navelem"><a class="el" href="namespacetvm_1_1runtime_1_1profiling.html">profiling</a></li><li class="navelem"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html">MetricCollectorNode</a></li> </ul>
-</div>
-</div><!-- top -->
-<div class="header">
- <div class="summary">
-<a href="#pub-methods">Public Member Functions</a> |
-<a href="#pub-static-attribs">Static Public Attributes</a> |
-<a href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode-members.html">List of all members</a> </div>
- <div class="headertitle">
-<div class="title">tvm::runtime::profiling::MetricCollectorNode Class Reference<span class="mlabels"><span class="mlabel">abstract</span></span></div> </div>
-</div><!--header-->
-<div class="contents">
-
-<p>Interface for user defined profiling metric collection.
- <a href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#details">More...</a></p>
-
-<p><code>#include <<a class="el" href="profiling_8h_source.html">profiling.h</a>></code></p>
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-<div class="dyncontent">
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-</div>
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-</div>
-</div>
-<table class="memberdecls">
-<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
-Public Member Functions</h2></td></tr>
-<tr class="memitem:afce14d40f8d63cdf951623de44dd8b76"><td class="memItemLeft" align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#afce14d40f8d63cdf951623de44dd8b76">Init</a> (ffi::Array< <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1DeviceWrapper.html">DeviceWrapper</a> > devs)=0</td></tr>
-<tr class="memdesc:afce14d40f8d63cdf951623de44dd8b76"><td class="mdescLeft"> </td><td class="mdescRight">Initialization call. Called before profiling has started. Any expensive precomputation should happen here. <a href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#afce14d40f8d63cdf951623de44dd8b76">More...</a><br /></td></tr>
-<tr class="separator:afce14d40f8d63cdf951623de44dd8b76"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a44fadfb7b0f961a7fb2275e3b5dbcd88"><td class="memItemLeft" align="right" valign="top">virtual ObjectRef </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#a44fadfb7b0f961a7fb2275e3b5dbcd88">Start</a> (<a class="el" href="namespacetvm.html#a7c2095aed90b2129ba631b90103313a2">Device</a> dev)=0</td></tr>
-<tr class="memdesc:a44fadfb7b0f961a7fb2275e3b5dbcd88"><td class="mdescLeft"> </td><td class="mdescRight">Start colling metrics for a function call. <a href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#a44fadfb7b0f961a7fb2275e3b5dbcd88">More...</a><br /></td></tr>
-<tr class="separator:a44fadfb7b0f961a7fb2275e3b5dbcd88"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ad8c974cf42170d497f7d2d3543d96058"><td class="memItemLeft" align="right" valign="top">virtual ffi::Map< ffi::String, ffi::Any > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#ad8c974cf42170d497f7d2d3543d96058">Stop</a> (ffi::ObjectRef obj)=0</td></tr>
-<tr class="memdesc:ad8c974cf42170d497f7d2d3543d96058"><td class="mdescLeft"> </td><td class="mdescRight">Stop collecting metrics. <a href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#ad8c974cf42170d497f7d2d3543d96058">More...</a><br /></td></tr>
-<tr class="separator:ad8c974cf42170d497f7d2d3543d96058"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:aeb383df9354bf396426a17857a1bb84a"><td class="memItemLeft" align="right" valign="top">virtual </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#aeb383df9354bf396426a17857a1bb84a">~MetricCollectorNode</a> ()</td></tr>
-<tr class="separator:aeb383df9354bf396426a17857a1bb84a"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a0a21a6d099f79cdcc99accd393f521fc"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#a0a21a6d099f79cdcc99accd393f521fc">TVM_FFI_DECLARE_OBJECT_INFO</a> ("runtime.profiling.MetricCollector", MetricCollectorNode, Object)</td></tr>
-<tr class="separator:a0a21a6d099f79cdcc99accd393f521fc"><td class="memSeparator" colspan="2"> </td></tr>
-</table><table class="memberdecls">
-<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-static-attribs"></a>
-Static Public Attributes</h2></td></tr>
-<tr class="memitem:a8984cf0202073ccec263b294433dcd96"><td class="memItemLeft" align="right" valign="top">static constexpr const bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html#a8984cf0202073ccec263b294433dcd96">_type_mutable</a> = true</td></tr>
-<tr class="separator:a8984cf0202073ccec263b294433dcd96"><td class="memSeparator" colspan="2"> </td></tr>
-</table>
-<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
-<div class="textblock"><p>Interface for user defined profiling metric collection. </p>
-<p>Users can register their own collector by registering a packed function with the name "runtime.profiling.metrics.my_collector_name" where "my_collector_name" is the name of their collector. This function should take an Array of Device as input which contains the devices the collector will be run on.</p>
-<p><code><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html" title="Interface for user defined profiling metric collection.">MetricCollectorNode</a></code>s will be called in the following fashion. </p><div class="fragment"><div class="line">MetricCollector mc;</div>
-<div class="line"><span class="keywordflow">for</span> (<span class="keyword">auto</span> op : model) {</div>
-<div class="line"> <span class="keyword">auto</span> o = mc.Start();</div>
-<div class="line"> op();</div>
-<div class="line"> <span class="keyword">auto</span> metrics = mc.Stop(o); <span class="comment">// metrics are added the profiling report</span></div>
-<div class="line">}</div>
-</div><!-- fragment --> </div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
-<a id="aeb383df9354bf396426a17857a1bb84a"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#aeb383df9354bf396426a17857a1bb84a">◆ </a></span>~MetricCollectorNode()</h2>
-
-<div class="memitem">
-<div class="memproto">
-<table class="mlabels">
- <tr>
- <td class="mlabels-left">
- <table class="memname">
- <tr>
- <td class="memname">virtual tvm::runtime::profiling::MetricCollectorNode::~MetricCollectorNode </td>
- <td>(</td>
- <td class="paramname"></td><td>)</td>
- <td></td>
- </tr>
- </table>
- </td>
- <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">virtual</span></span> </td>
- </tr>
-</table>
-</div><div class="memdoc">
-
-</div>
-</div>
-<h2 class="groupheader">Member Function Documentation</h2>
-<a id="afce14d40f8d63cdf951623de44dd8b76"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#afce14d40f8d63cdf951623de44dd8b76">◆ </a></span>Init()</h2>
-
-<div class="memitem">
-<div class="memproto">
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- <tr>
- <td class="mlabels-left">
- <table class="memname">
- <tr>
- <td class="memname">virtual void tvm::runtime::profiling::MetricCollectorNode::Init </td>
- <td>(</td>
- <td class="paramtype">ffi::Array< <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1DeviceWrapper.html">DeviceWrapper</a> > </td>
- <td class="paramname"><em>devs</em></td><td>)</td>
- <td></td>
- </tr>
- </table>
- </td>
- <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">pure virtual</span></span> </td>
- </tr>
-</table>
-</div><div class="memdoc">
-
-<p>Initialization call. Called before profiling has started. Any expensive precomputation should happen here. </p>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">devs</td><td>The list of devices this collector will be run on. </td></tr>
- </table>
- </dd>
-</dl>
-
-</div>
-</div>
-<a id="a44fadfb7b0f961a7fb2275e3b5dbcd88"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a44fadfb7b0f961a7fb2275e3b5dbcd88">◆ </a></span>Start()</h2>
-
-<div class="memitem">
-<div class="memproto">
-<table class="mlabels">
- <tr>
- <td class="mlabels-left">
- <table class="memname">
- <tr>
- <td class="memname">virtual ObjectRef tvm::runtime::profiling::MetricCollectorNode::Start </td>
- <td>(</td>
- <td class="paramtype"><a class="el" href="namespacetvm.html#a7c2095aed90b2129ba631b90103313a2">Device</a> </td>
- <td class="paramname"><em>dev</em></td><td>)</td>
- <td></td>
- </tr>
- </table>
- </td>
- <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">pure virtual</span></span> </td>
- </tr>
-</table>
-</div><div class="memdoc">
-
-<p>Start colling metrics for a function call. </p>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">dev</td><td>The device the call will be run on. </td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>An object used to maintain state of the metric collection. This object will be passed to the corresponding <code>Stop</code> call. If the device is not supported, this function will return a nullptr ObjectRef. </dd></dl>
-
-</div>
-</div>
-<a id="ad8c974cf42170d497f7d2d3543d96058"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#ad8c974cf42170d497f7d2d3543d96058">◆ </a></span>Stop()</h2>
-
-<div class="memitem">
-<div class="memproto">
-<table class="mlabels">
- <tr>
- <td class="mlabels-left">
- <table class="memname">
- <tr>
- <td class="memname">virtual ffi::Map<ffi::String, ffi::Any> tvm::runtime::profiling::MetricCollectorNode::Stop </td>
- <td>(</td>
- <td class="paramtype">ffi::ObjectRef </td>
- <td class="paramname"><em>obj</em></td><td>)</td>
- <td></td>
- </tr>
- </table>
- </td>
- <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">pure virtual</span></span> </td>
- </tr>
-</table>
-</div><div class="memdoc">
-
-<p>Stop collecting metrics. </p>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">obj</td><td>The object created by the corresponding <code>Start</code> call. </td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>A set of metric names and the associated values. Values must be one of <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1DurationNode.html">DurationNode</a>, <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1PercentNode.html">PercentNode</a>, <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1CountNode.html">CountNode</a>, or String. </dd></dl>
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-<a id="a0a21a6d099f79cdcc99accd393f521fc"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a0a21a6d099f79cdcc99accd393f521fc">◆ </a></span>TVM_FFI_DECLARE_OBJECT_INFO()</h2>
-
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">tvm::runtime::profiling::MetricCollectorNode::TVM_FFI_DECLARE_OBJECT_INFO </td>
- <td>(</td>
- <td class="paramtype">"runtime.profiling.MetricCollector" </td>
- <td class="paramname">, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollectorNode.html">MetricCollectorNode</a> </td>
- <td class="paramname">, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">Object </td>
- <td class="paramname"> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-</div>
-</div>
-<h2 class="groupheader">Member Data Documentation</h2>
-<a id="a8984cf0202073ccec263b294433dcd96"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a8984cf0202073ccec263b294433dcd96">◆ </a></span>_type_mutable</h2>
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- <td class="memname">constexpr const bool tvm::runtime::profiling::MetricCollectorNode::_type_mutable = true</td>
- </tr>
- </table>
- </td>
- <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">static</span><span class="mlabel">constexpr</span></span> </td>
- </tr>
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-</div><div class="memdoc">
-
-</div>
-</div>
-<hr/>The documentation for this class was generated from the following file:<ul>
-<li>include/tvm/runtime/<a class="el" href="profiling_8h_source.html">profiling.h</a></li>
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-<tr class="memitem:a4a881b7500e4efb9c665e23600063b3d"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#a4a881b7500e4efb9c665e23600063b3d">Profiler</a> (std::vector< <a class="el" href="namespacetvm.html#a7c2095aed90b2129ba631b90103313a2">Device</a> > devs, std::vector< <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollector.html">MetricColle [...]
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-<tr class="memitem:aa2000d8cd1970b5d29139ab1831394f0"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#aa2000d8cd1970b5d29139ab1831394f0">Stop</a> ()</td></tr>
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-<tr class="memitem:ac662ecab74a99c1d5a48b303668fa6c0"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#ac662ecab74a99c1d5a48b303668fa6c0">StartCall</a> (ffi::String name, <a class="el" href="namespacetvm.html#a7c2095aed90b2129ba631b90103313a2">Device</a> dev, std::unordered_map< std::string, ffi::Any > extra_metrics={})</td></tr>
-<tr class="memdesc:ac662ecab74a99c1d5a48b303668fa6c0"><td class="mdescLeft"> </td><td class="mdescRight">Start a function call. <a href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#ac662ecab74a99c1d5a48b303668fa6c0">More...</a><br /></td></tr>
-<tr class="separator:ac662ecab74a99c1d5a48b303668fa6c0"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:aa6efcf25dab74db33fe05a7feee3f0c2"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#aa6efcf25dab74db33fe05a7feee3f0c2">StopCall</a> (std::unordered_map< std::string, ffi::Any > extra_metrics={})</td></tr>
-<tr class="memdesc:aa6efcf25dab74db33fe05a7feee3f0c2"><td class="mdescLeft"> </td><td class="mdescRight">Stop the last <code>StartCall</code>. <a href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#aa6efcf25dab74db33fe05a7feee3f0c2">More...</a><br /></td></tr>
-<tr class="separator:aa6efcf25dab74db33fe05a7feee3f0c2"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ada7becdefd8228af76207606a2a36c55"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">profiling::Report</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#ada7becdefd8228af76207606a2a36c55">Report</a> ()</td></tr>
-<tr class="memdesc:ada7becdefd8228af76207606a2a36c55"><td class="mdescLeft"> </td><td class="mdescRight">A report of total runtime between <code>Start</code> and <code>Stop</code> as well as individual statistics for each <code>StartCall</code>-<code>StopCall</code> pair. <a href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#ada7becdefd8228af76207606a2a36c55">More...</a><br /></td></tr>
-<tr class="separator:ada7becdefd8228af76207606a2a36c55"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a0ac0f47c9463087055c6578cd7f37016"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#a0ac0f47c9463087055c6578cd7f37016">IsRunning</a> () const</td></tr>
-<tr class="memdesc:a0ac0f47c9463087055c6578cd7f37016"><td class="mdescLeft"> </td><td class="mdescRight">Check if the profiler is currently running. <a href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#a0ac0f47c9463087055c6578cd7f37016">More...</a><br /></td></tr>
-<tr class="separator:a0ac0f47c9463087055c6578cd7f37016"><td class="memSeparator" colspan="2"> </td></tr>
-</table>
-<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
-<div class="textblock"><p>Runtime profiler for function and/or operator calls. Used in the graph runtime and VM to provide profiling information for all operators.</p>
-<p>Example usage: </p><div class="fragment"><div class="line"><a class="code" href="namespacetvm.html#a7c2095aed90b2129ba631b90103313a2">Device</a> cpu, gpu;</div>
-<div class="line"><a class="code" href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#a4a881b7500e4efb9c665e23600063b3d">Profiler</a> prof({cpu, gpu});</div>
-<div class="line">my_gpu_kernel(); <span class="comment">// do a warmup iteration</span></div>
-<div class="line">prof.Start();</div>
-<div class="line">prof.StartCall(<span class="stringliteral">"my_gpu_kernel"</span>, gpu);</div>
-<div class="line">my_gpu_kernel();</div>
-<div class="line">prof.StopCall();</div>
-<div class="line">prof.StartCall(<span class="stringliteral">"my_cpu_function"</span>, cpu);</div>
-<div class="line">my_cpu_function();</div>
-<div class="line">prof.StopCall();</div>
-<div class="line">prof.Stop();</div>
-<div class="line">std::cout << prof.Report << std::endl; <span class="comment">// print profiling report</span></div>
-<div class="ttc" id="aclasstvm_1_1runtime_1_1profiling_1_1Profiler_html_a4a881b7500e4efb9c665e23600063b3d"><div class="ttname"><a href="classtvm_1_1runtime_1_1profiling_1_1Profiler.html#a4a881b7500e4efb9c665e23600063b3d">tvm::runtime::profiling::Profiler::Profiler</a></div><div class="ttdeci">Profiler(std::vector< Device > devs, std::vector< MetricCollector > metric_collectors, std::unordered_map< ffi::String, ffi::Any > configuration={})</div></div>
-<div class="ttc" id="anamespacetvm_html_a7c2095aed90b2129ba631b90103313a2"><div class="ttname"><a href="namespacetvm.html#a7c2095aed90b2129ba631b90103313a2">tvm::Device</a></div><div class="ttdeci">DLDevice Device</div><div class="ttdef"><b>Definition:</b> device_api.h:43</div></div>
-</div><!-- fragment --> </div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
-<a id="a4a881b7500e4efb9c665e23600063b3d"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a4a881b7500e4efb9c665e23600063b3d">◆ </a></span>Profiler()</h2>
-
-<div class="memitem">
-<div class="memproto">
-<table class="mlabels">
- <tr>
- <td class="mlabels-left">
- <table class="memname">
- <tr>
- <td class="memname">tvm::runtime::profiling::Profiler::Profiler </td>
- <td>(</td>
- <td class="paramtype">std::vector< <a class="el" href="namespacetvm.html#a7c2095aed90b2129ba631b90103313a2">Device</a> > </td>
- <td class="paramname"><em>devs</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">std::vector< <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollector.html">MetricCollector</a> > </td>
- <td class="paramname"><em>metric_collectors</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">std::unordered_map< ffi::String, ffi::Any > </td>
- <td class="paramname"><em>configuration</em> = <code>{}</code> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
- </td>
- <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">explicit</span></span> </td>
- </tr>
-</table>
-</div><div class="memdoc">
-<p>Constructor.</p>
-<p>The profiler should be constructed before you do any warmup iterations.</p>
-<dl class="section note"><dt>Note</dt><dd>Calling this constructor will reset the TVM threadpool. It is necessary in order to install thread handlers required by certain collectors.</dd></dl>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">devs</td><td>The list of devices the profiler will be running on. Should include all devices used by profiled operators. </td></tr>
- <tr><td class="paramname">metric_collectors</td><td>Additional <code><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1MetricCollector.html" title="Wrapper for MetricCollectorNode.">MetricCollector</a></code>s to use with this profiler. </td></tr>
- <tr><td class="paramname">configuration</td><td>Additional configuration data to add to the outputted profiling report. </td></tr>
- </table>
- </dd>
-</dl>
-
-</div>
-</div>
-<h2 class="groupheader">Member Function Documentation</h2>
-<a id="a0ac0f47c9463087055c6578cd7f37016"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a0ac0f47c9463087055c6578cd7f37016">◆ </a></span>IsRunning()</h2>
-
-<div class="memitem">
-<div class="memproto">
-<table class="mlabels">
- <tr>
- <td class="mlabels-left">
- <table class="memname">
- <tr>
- <td class="memname">bool tvm::runtime::profiling::Profiler::IsRunning </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>
- </tr>
-</table>
-</div><div class="memdoc">
-
-<p>Check if the profiler is currently running. </p>
-<dl class="section return"><dt>Returns</dt><dd>Whether or not the profiler is running. </dd></dl>
-
-</div>
-</div>
-<a id="ada7becdefd8228af76207606a2a36c55"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#ada7becdefd8228af76207606a2a36c55">◆ </a></span>Report()</h2>
-
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">profiling::Report</a> tvm::runtime::profiling::Profiler::Report </td>
- <td>(</td>
- <td class="paramname"></td><td>)</td>
- <td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-<p>A report of total runtime between <code>Start</code> and <code>Stop</code> as well as individual statistics for each <code>StartCall</code>-<code>StopCall</code> pair. </p>
-<dl class="section return"><dt>Returns</dt><dd>A <code><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">Report</a></code> that can either be formatted as CSV (with <code>.AsCSV</code>) or as a human readable table (with <code>.AsTable</code>). </dd></dl>
-
-</div>
-</div>
-<a id="aee5452075c8e022b8aaa6fb365f68e14"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#aee5452075c8e022b8aaa6fb365f68e14">◆ </a></span>Start()</h2>
-
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">void tvm::runtime::profiling::Profiler::Start </td>
- <td>(</td>
- <td class="paramname"></td><td>)</td>
- <td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-<p>Start the profiler. </p>
-<p>This function should only be called once per object. </p>
-
-</div>
-</div>
-<a id="ac662ecab74a99c1d5a48b303668fa6c0"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#ac662ecab74a99c1d5a48b303668fa6c0">◆ </a></span>StartCall()</h2>
-
-<div class="memitem">
-<div class="memproto">
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- <tr>
- <td class="memname">void tvm::runtime::profiling::Profiler::StartCall </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="namespacetvm.html#a7c2095aed90b2129ba631b90103313a2">Device</a> </td>
- <td class="paramname"><em>dev</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">std::unordered_map< std::string, ffi::Any > </td>
- <td class="paramname"><em>extra_metrics</em> = <code>{}</code> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-<p>Start a function call. </p>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">name</td><td>The name of the function being called. </td></tr>
- <tr><td class="paramname">dev</td><td>The device on which the function is running. </td></tr>
- <tr><td class="paramname">extra_metrics</td><td>Optional additional profiling information to add to the frame (input sizes, allocations).</td></tr>
- </table>
- </dd>
-</dl>
-<p><code>StartCall</code> may be nested, but each <code>StartCall</code> needs a matching <code>StopCall</code>. Function calls are stopped in LIFO order, so calls to <code>StartCall</code> and <code>StopCall</code> must be nested properly. </p>
-
-</div>
-</div>
-<a id="aa2000d8cd1970b5d29139ab1831394f0"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#aa2000d8cd1970b5d29139ab1831394f0">◆ </a></span>Stop()</h2>
-
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
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- <td class="memname">void tvm::runtime::profiling::Profiler::Stop </td>
- <td>(</td>
- <td class="paramname"></td><td>)</td>
- <td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-<p>Stop the profiler. </p>
-<p>This function should only be called once per object after start has been called. </p>
-
-</div>
-</div>
-<a id="aa6efcf25dab74db33fe05a7feee3f0c2"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#aa6efcf25dab74db33fe05a7feee3f0c2">◆ </a></span>StopCall()</h2>
-
-<div class="memitem">
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- <td class="memname">void tvm::runtime::profiling::Profiler::StopCall </td>
- <td>(</td>
- <td class="paramtype">std::unordered_map< std::string, ffi::Any > </td>
- <td class="paramname"><em>extra_metrics</em> = <code>{}</code></td><td>)</td>
- <td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-<p>Stop the last <code>StartCall</code>. </p>
-<dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">extra_metrics</td><td>Optional additional profiling information to add to the frame (input sizes, allocations). </td></tr>
- </table>
- </dd>
-</dl>
-
-</div>
-</div>
-<hr/>The documentation for this class was generated from the following file:<ul>
-<li>include/tvm/runtime/<a class="el" href="profiling_8h_source.html">profiling.h</a></li>
-</ul>
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- <div class="headertitle">
-<div class="title">tvm::runtime::profiling::Report Member List</div> </div>
-</div><!--header-->
-<div class="contents">
-
-<p>This is the complete list of members for <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">tvm::runtime::profiling::Report</a>, including all inherited members.</p>
-<table class="directory">
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html#a50bfb565e83c742476206cae3c104e6f">FromJSON</a>(ffi::String json)</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">tvm::runtime::profiling::Report</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html#afbb0855d0d0652ab389527c0cdedfeac">Report</a>(ffi::Array< ffi::Map< ffi::String, ffi::Any >> calls, ffi::Map< ffi::String, ffi::Map< ffi::String, ffi::Any >> device_metrics, ffi::Map< ffi::String, ffi::Any > configuration)</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">tvm::runtime::profiling::Report</a></td><td class="entry [...]
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html#abfbcded970188d276a50fce0825bb239">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE</a>(Report, ObjectRef, ReportNode)</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">tvm::runtime::profiling::Report</a></td><td class="entry"></td></tr>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1runtime_1_1profiling_1_1Report.html b/docs/reference/api/doxygen/classtvm_1_1runtime_1_1profiling_1_1Report.html
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-</div>
-</div><!-- top -->
-<div class="header">
- <div class="summary">
-<a href="#pub-methods">Public Member Functions</a> |
-<a href="#pub-static-methods">Static Public Member Functions</a> |
-<a href="classtvm_1_1runtime_1_1profiling_1_1Report-members.html">List of all members</a> </div>
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-<div class="title">tvm::runtime::profiling::Report Class Reference</div> </div>
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-<div class="contents">
-
-<p><code>#include <<a class="el" href="profiling_8h_source.html">profiling.h</a>></code></p>
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-<div class="dyncontent">
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-</div>
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-<div class="dynheader">
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-<div class="dyncontent">
-<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1runtime_1_1profiling_1_1Report__coll__graph.svg" width="251" height="272"><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 name="pub-methods"></a>
-Public Member Functions</h2></td></tr>
-<tr class="memitem:afbb0855d0d0652ab389527c0cdedfeac"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html#afbb0855d0d0652ab389527c0cdedfeac">Report</a> (ffi::Array< ffi::Map< ffi::String, ffi::Any >> calls, ffi::Map< ffi::String, ffi::Map< ffi::String, ffi::Any >> device_metrics, ffi::Map< ffi::String, ffi::Any > configuration)</td></tr>
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-<tr class="memitem:abfbcded970188d276a50fce0825bb239"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html#abfbcded970188d276a50fce0825bb239">TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE</a> (<a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">Report</a>, ObjectRef, <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html">ReportNode</a>)< [...]
-<tr class="separator:abfbcded970188d276a50fce0825bb239"><td class="memSeparator" colspan="2"> </td></tr>
-</table><table class="memberdecls">
-<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-static-methods"></a>
-Static Public Member Functions</h2></td></tr>
-<tr class="memitem:a50bfb565e83c742476206cae3c104e6f"><td class="memItemLeft" align="right" valign="top">static <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">Report</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html#a50bfb565e83c742476206cae3c104e6f">FromJSON</a> (ffi::String json)</td></tr>
-<tr class="separator:a50bfb565e83c742476206cae3c104e6f"><td class="memSeparator" colspan="2"> </td></tr>
-</table>
-<h2 class="groupheader">Constructor & Destructor Documentation</h2>
-<a id="afbb0855d0d0652ab389527c0cdedfeac"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#afbb0855d0d0652ab389527c0cdedfeac">◆ </a></span>Report()</h2>
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-<div class="memitem">
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- <table class="memname">
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- <td>(</td>
- <td class="paramtype">ffi::Array< ffi::Map< ffi::String, ffi::Any >> </td>
- <td class="paramname"><em>calls</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::Map< ffi::String, ffi::Map< ffi::String, ffi::Any >> </td>
- <td class="paramname"><em>device_metrics</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ffi::Map< ffi::String, ffi::Any > </td>
- <td class="paramname"><em>configuration</em> </td>
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- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
- </td>
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-<span class="mlabels"><span class="mlabel">explicit</span></span> </td>
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-<p>Construct a <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">Report</a> from a set of calls (with associated metrics) and per-device metrics. </p><dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">calls</td><td>Function calls and associated metrics. </td></tr>
- <tr><td class="paramname">device_metrics</td><td>Per-device metrics for overall execution. </td></tr>
- <tr><td class="paramname">configuration</td><td>Configuration data specific to this profiling run. </td></tr>
- </table>
- </dd>
-</dl>
-
-</div>
-</div>
-<h2 class="groupheader">Member Function Documentation</h2>
-<a id="a50bfb565e83c742476206cae3c104e6f"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a50bfb565e83c742476206cae3c104e6f">◆ </a></span>FromJSON()</h2>
-
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- <table class="memname">
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- <td class="memname">static <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">Report</a> tvm::runtime::profiling::Report::FromJSON </td>
- <td>(</td>
- <td class="paramtype">ffi::String </td>
- <td class="paramname"><em>json</em></td><td>)</td>
- <td></td>
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-<span class="mlabels"><span class="mlabel">static</span></span> </td>
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-<p>Deserialize a <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">Report</a> from a JSON object. Needed for sending the report over RPC. </p><dl class="params"><dt>Parameters</dt><dd>
- <table class="params">
- <tr><td class="paramname">json</td><td>Serialized json report from <code><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#a0f065f23edbf4325717fdccd7b9d8dc2" title="Convert this report to JSON.">ReportNode::AsJSON</a></code>. </td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>A <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">Report</a>. </dd></dl>
-
-</div>
-</div>
-<a id="abfbcded970188d276a50fce0825bb239"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#abfbcded970188d276a50fce0825bb239">◆ </a></span>TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE()</h2>
-
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- <table class="memname">
- <tr>
- <td class="memname">tvm::runtime::profiling::Report::TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE </td>
- <td>(</td>
- <td class="paramtype"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1Report.html">Report</a> </td>
- <td class="paramname">, </td>
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- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">ObjectRef </td>
- <td class="paramname">, </td>
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- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html">ReportNode</a> </td>
- <td class="paramname"> </td>
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- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
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-</div><div class="memdoc">
-
-</div>
-</div>
-<hr/>The documentation for this class was generated from the following file:<ul>
-<li>include/tvm/runtime/<a class="el" href="profiling_8h_source.html">profiling.h</a></li>
-</ul>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1runtime_1_1profiling_1_1ReportNode-members.html b/docs/reference/api/doxygen/classtvm_1_1runtime_1_1profiling_1_1ReportNode-members.html
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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_1runtime.html">runtime</a></li><li class="navelem"><a class="el" href="namespacetvm_1_1runtime_1_1profiling.html">profiling</a></li><li class="navelem"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html">ReportNode</a></li> </ul>
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-<div class="title">tvm::runtime::profiling::ReportNode Member List</div> </div>
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-<div class="contents">
-
-<p>This is the complete list of members for <a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html">tvm::runtime::profiling::ReportNode</a>, including all inherited members.</p>
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- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#aabfa6ce97a46f714f66fa2877ab679a3">AsCSV</a>() const</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html">tvm::runtime::profiling::ReportNode</a></td><td class="entry"></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#a0f065f23edbf4325717fdccd7b9d8dc2">AsJSON</a>() const</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html">tvm::runtime::profiling::ReportNode</a></td><td class="entry"></td></tr>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1runtime_1_1profiling_1_1ReportNode.html b/docs/reference/api/doxygen/classtvm_1_1runtime_1_1profiling_1_1ReportNode.html
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-</div>
-</div><!-- top -->
-<div class="header">
- <div class="summary">
-<a href="#pub-methods">Public Member Functions</a> |
-<a href="#pub-attribs">Public Attributes</a> |
-<a href="classtvm_1_1runtime_1_1profiling_1_1ReportNode-members.html">List of all members</a> </div>
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-<div class="title">tvm::runtime::profiling::ReportNode Class Reference</div> </div>
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-
-<p>Data collected from a profiling run. Includes per-call metrics and per-device metrics.
- <a href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#details">More...</a></p>
-
-<p><code>#include <<a class="el" href="profiling_8h_source.html">profiling.h</a>></code></p>
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-<div class="dyncontent">
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-<table class="memberdecls">
-<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
-Public Member Functions</h2></td></tr>
-<tr class="memitem:aabfa6ce97a46f714f66fa2877ab679a3"><td class="memItemLeft" align="right" valign="top">ffi::String </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#aabfa6ce97a46f714f66fa2877ab679a3">AsCSV</a> () const</td></tr>
-<tr class="memdesc:aabfa6ce97a46f714f66fa2877ab679a3"><td class="mdescLeft"> </td><td class="mdescRight">Output <code>calls</code> in CSV format. <a href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#aabfa6ce97a46f714f66fa2877ab679a3">More...</a><br /></td></tr>
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-<tr class="memitem:a3716b0087c7f4b9085888f4fa20ff8a9"><td class="memItemLeft" align="right" valign="top">ffi::String </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#a3716b0087c7f4b9085888f4fa20ff8a9">AsTable</a> (bool sort=true, bool aggregate=true, bool compute_col_sums=true) const</td></tr>
-<tr class="memdesc:a3716b0087c7f4b9085888f4fa20ff8a9"><td class="mdescLeft"> </td><td class="mdescRight">Create a human readable table of profiling metrics. <a href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#a3716b0087c7f4b9085888f4fa20ff8a9">More...</a><br /></td></tr>
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-<tr class="memitem:a0f065f23edbf4325717fdccd7b9d8dc2"><td class="memItemLeft" align="right" valign="top">ffi::String </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#a0f065f23edbf4325717fdccd7b9d8dc2">AsJSON</a> () const</td></tr>
-<tr class="memdesc:a0f065f23edbf4325717fdccd7b9d8dc2"><td class="mdescLeft"> </td><td class="mdescRight">Convert this report to JSON. <a href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#a0f065f23edbf4325717fdccd7b9d8dc2">More...</a><br /></td></tr>
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-Public Attributes</h2></td></tr>
-<tr class="memitem:a714987b9559b24ec000fddd1d28a70bf"><td class="memItemLeft" align="right" valign="top">ffi::Array< ffi::Map< ffi::String, ffi::Any > > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#a714987b9559b24ec000fddd1d28a70bf">calls</a></td></tr>
-<tr class="memdesc:a714987b9559b24ec000fddd1d28a70bf"><td class="mdescLeft"> </td><td class="mdescRight">A list of function calls and the metrics recorded for that call. <a href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#a714987b9559b24ec000fddd1d28a70bf">More...</a><br /></td></tr>
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-<tr class="memitem:a2cd92fca1fb7defa299c9f8e2316deea"><td class="memItemLeft" align="right" valign="top">ffi::Map< ffi::String, ffi::Map< ffi::String, ffi::Any > > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#a2cd92fca1fb7defa299c9f8e2316deea">device_metrics</a></td></tr>
-<tr class="memdesc:a2cd92fca1fb7defa299c9f8e2316deea"><td class="mdescLeft"> </td><td class="mdescRight">Metrics collected for the entire run of the model on a per-device basis. <a href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html#a2cd92fca1fb7defa299c9f8e2316deea">More...</a><br /></td></tr>
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-<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
-<div class="textblock"><p>Data collected from a profiling run. Includes per-call metrics and per-device metrics. </p>
-</div><h2 class="groupheader">Member Function Documentation</h2>
-<a id="aabfa6ce97a46f714f66fa2877ab679a3"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#aabfa6ce97a46f714f66fa2877ab679a3">◆ </a></span>AsCSV()</h2>
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-
-<p>Output <code>calls</code> in CSV format. </p>
-<p>Note that this does not include <code>device_metrics</code>, it only includes per-call metrics. </p>
-
-</div>
-</div>
-<a id="a0f065f23edbf4325717fdccd7b9d8dc2"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#a0f065f23edbf4325717fdccd7b9d8dc2">◆ </a></span>AsJSON()</h2>
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-<p>Convert this report to JSON. </p>
-<p>Output JSON will be of this format: </p><div class="fragment"><div class="line">{</div>
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-<div class="line"> {</div>
-<div class="line"> <span class="stringliteral">"Duration (us)"</span>: {</div>
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-<div class="line"> <span class="stringliteral">"Duration (us)"</span>: {</div>
-<div class="line"> <span class="stringliteral">"microseconds"</span>: 334.2</div>
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- <td>(</td>
- <td class="paramtype">bool </td>
- <td class="paramname"><em>sort</em> = <code>true</code>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
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-<p>Create a human readable table of profiling metrics. </p>
-<dl class="params"><dt>Parameters</dt><dd>
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- <tr><td class="paramname">compute_col_sums</td><td>Whether or not to include sum totals for the Count, Duation, and Percent columns. </td></tr>
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-<h2 class="memtitle"><span class="permalink"><a href="#a3d4726a22730175a5efaed0a226dde4a">◆ </a></span>TVM_FFI_DECLARE_OBJECT_INFO_FINAL()</h2>
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- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype"><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1ReportNode.html">ReportNode</a> </td>
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-<h2 class="memtitle"><span class="permalink"><a href="#a714987b9559b24ec000fddd1d28a70bf">◆ </a></span>calls</h2>
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-
-<p>A list of function calls and the metrics recorded for that call. </p>
-<p>Each element is a mapping from metric name to value. Some metrics that appear in every call are "Name" (the function name), "Argument Shapes", and "Duration (us)". Values are one of <code>String</code>, <code><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1PercentNode.html">PercentNode</a></code>, <code><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1DurationNode.html">DurationNode</a></code>, or <code><a class="el" href="classtvm_1_1runtime_1_1profiling_1_1CountNode.h [...]
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-<p>Configuration used for this profiling run. Includes number of threads, executor.</p>
-<p>Values must be an object type that can be used with device_metrics. </p>
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-<p>Metrics collected for the entire run of the model on a per-device basis. </p>
-<p><code>device_metrics</code> is indexed by device name then metric.</p>
-<p>These metrics may be larger than the sum of the same metric in <code>calls</code> because these metrics include the overhead of the executor. </p>
-
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-<hr/>The documentation for this class was generated from the following file:<ul>
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diff --git a/docs/reference/api/doxygen/classtvm_1_1runtime_1_1vm_1_1VMExecutable-members.html b/docs/reference/api/doxygen/classtvm_1_1runtime_1_1vm_1_1VMExecutable-members.html
index 7f1b1a8dd82..489fc7462ac 100644
--- a/docs/reference/api/doxygen/classtvm_1_1runtime_1_1vm_1_1VMExecutable-members.html
+++ b/docs/reference/api/doxygen/classtvm_1_1runtime_1_1vm_1_1VMExecutable-members.html
@@ -91,9 +91,8 @@ $(function() {
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a75381e06205bab45b10de7391fd4658d">SetInstructionData</a>(Index i, Index j, ExecWord val)</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html">tvm::runtime::vm::VMExecutable</a></td><td class="entry"></td></tr>
<tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#afc5bd8a08bc69834d5bfc23587050d16">Stats</a>() const</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html">tvm::runtime::vm::VMExecutable</a></td><td class="entry"></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a0e6b34e4870a5d22a0fb64567d47e424">VMLoadExecutable</a>() const</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html">tvm::runtime::vm::VMExecutable</a></td><td class="entry"></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a4e3a2fefb597005f2de7b6d357b296db">VMProfilerLoadExecutable</a>() const</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html">tvm::runtime::vm::VMExecutable</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a0aa3f67d968d2d17eb4cb5b7697c2288">WriteToFile</a>(const ffi::String &file_name, const ffi::String &format) const final</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html">tvm::runtime::vm::VMExecutable</a></td><td class="entry"></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#ab78153eb592933e8e2ecc3d68c601354">~VMExecutable</a>()</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html">tvm::runtime::vm::VMExecutable</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a0aa3f67d968d2d17eb4cb5b7697c2288">WriteToFile</a>(const ffi::String &file_name, const ffi::String &format) const final</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html">tvm::runtime::vm::VMExecutable</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#ab78153eb592933e8e2ecc3d68c601354">~VMExecutable</a>()</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html">tvm::runtime::vm::VMExecutable</a></td><td class="entry"><span class="mlabel">inline</span><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_1runtime_1_1vm_1_1VMExecutable.html b/docs/reference/api/doxygen/classtvm_1_1runtime_1_1vm_1_1VMExecutable.html
index 975f2ccb367..2de35be2ed4 100644
--- a/docs/reference/api/doxygen/classtvm_1_1runtime_1_1vm_1_1VMExecutable.html
+++ b/docs/reference/api/doxygen/classtvm_1_1runtime_1_1vm_1_1VMExecutable.html
@@ -82,13 +82,13 @@ $(function() {
<div class="dynheader">
Inheritance diagram for tvm::runtime::vm::VMExecutable:</div>
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-<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1runtime_1_1vm_1_1VMExecutable__inherit__graph.svg" width="247" height="507"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
+<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1runtime_1_1vm_1_1VMExecutable__inherit__graph.svg" width="247" height="492"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
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<div class="dynheader">
Collaboration diagram for tvm::runtime::vm::VMExecutable:</div>
<div class="dyncontent">
-<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1runtime_1_1vm_1_1VMExecutable__coll__graph.svg" width="247" height="507"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
+<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1runtime_1_1vm_1_1VMExecutable__coll__graph.svg" width="247" height="492"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
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<table class="memberdecls">
@@ -121,9 +121,6 @@ Public Member Functions</h2></td></tr>
<tr class="memitem:a0e6b34e4870a5d22a0fb64567d47e424"><td class="memItemLeft" align="right" valign="top">ffi::Module </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a0e6b34e4870a5d22a0fb64567d47e424">VMLoadExecutable</a> () const</td></tr>
<tr class="memdesc:a0e6b34e4870a5d22a0fb64567d47e424"><td class="mdescLeft"> </td><td class="mdescRight">Create a Relax virtual machine and load <code>this</code> as the executable. <a href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a0e6b34e4870a5d22a0fb64567d47e424">More...</a><br /></td></tr>
<tr class="separator:a0e6b34e4870a5d22a0fb64567d47e424"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a4e3a2fefb597005f2de7b6d357b296db"><td class="memItemLeft" align="right" valign="top">ffi::Module </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a4e3a2fefb597005f2de7b6d357b296db">VMProfilerLoadExecutable</a> () const</td></tr>
-<tr class="memdesc:a4e3a2fefb597005f2de7b6d357b296db"><td class="mdescLeft"> </td><td class="mdescRight">Create a Relax virtual machine with profiler and load <code>this</code> as the executable. <a href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a4e3a2fefb597005f2de7b6d357b296db">More...</a><br /></td></tr>
-<tr class="separator:a4e3a2fefb597005f2de7b6d357b296db"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:acc43eb1d86590b9ea017734740ea2394"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#acc43eb1d86590b9ea017734740ea2394">HasFunction</a> (const ffi::String &name) const</td></tr>
<tr class="memdesc:acc43eb1d86590b9ea017734740ea2394"><td class="mdescLeft"> </td><td class="mdescRight">Check if the <a class="el" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html" title="The virtual machine executable emitted by the VM compiler.">VMExecutable</a> contains a specific function. <a href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#acc43eb1d86590b9ea017734740ea2394">More...</a><br /></td></tr>
<tr class="separator:acc43eb1d86590b9ea017734740ea2394"><td class="memSeparator" colspan="2"> </td></tr>
@@ -551,25 +548,6 @@ Public Attributes</h2></td></tr>
<p>Create a Relax virtual machine and load <code>this</code> as the executable. </p>
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-<h2 class="memtitle"><span class="permalink"><a href="#a4e3a2fefb597005f2de7b6d357b296db">◆ </a></span>VMProfilerLoadExecutable()</h2>
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- <td>(</td>
- <td class="paramname"></td><td>)</td>
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</div>
<a id="a0aa3f67d968d2d17eb4cb5b7697c2288"></a>
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<tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a827d36cfe01edb9fd18a57b3710517a9">Create</a>()</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#ac546b1d8dcc8dddc098bb29d94c9f19c">CreateProfiler</a>()</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#aecb2d49bad93fa777ac31f72be7ad47c">devices</a></td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#ad27d62291b7615d5db4ef6940deeee11">extensions</a></td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a836c64302fc8c333ba6f13d7399bd993">GetClosure</a>(const ffi::String &func_name)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a8756b2073a5728ace029669c478abd65">GetContextPtr</a>(ffi::AnyView arg)</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">static</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#ae8dfdcf7eb8c5ec3e60ff333c445b16c">GetOrCreateExtension</a>()</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#abe90a6aea407ed8281815a38d27c2770">Init</a>(const std::vector< Device > &devices, const std::vector< AllocatorType > &alloc_types)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a2f3df24080abed2ca327c47f0ddb782d">InvokeClosurePacked</a>(const ObjectRef &closure_or_packedfunc, ffi::PackedArgs args, ffi::Any *rv)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#afc9a686cce3b118bcb3875a9ea3aa186">LoadExecutable</a>(ObjectPtr< VMExecutable > exec)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#ab4ec40f3943f1ef4fdebf9daa1a2cb81">SetInstrument</a>(ffi::Function instrument)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a27d743f5f4654c1a89b17e22432499a5">~VirtualMachine</a>()</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#aecb2d49bad93fa777ac31f72be7ad47c">devices</a></td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#ad27d62291b7615d5db4ef6940deeee11">extensions</a></td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a836c64302fc8c333ba6f13d7399bd993">GetClosure</a>(const ffi::String &func_name)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a8756b2073a5728ace029669c478abd65">GetContextPtr</a>(ffi::AnyView arg)</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</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_1runtime_1_1vm_1_1VirtualMachine.html#ae8dfdcf7eb8c5ec3e60ff333c445b16c">GetOrCreateExtension</a>()</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#abe90a6aea407ed8281815a38d27c2770">Init</a>(const std::vector< Device > &devices, const std::vector< AllocatorType > &alloc_types)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a2f3df24080abed2ca327c47f0ddb782d">InvokeClosurePacked</a>(const ObjectRef &closure_or_packedfunc, ffi::PackedArgs args, ffi::Any *rv)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#afc9a686cce3b118bcb3875a9ea3aa186">LoadExecutable</a>(ObjectPtr< VMExecutable > exec)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#ab4ec40f3943f1ef4fdebf9daa1a2cb81">SetInstrument</a>(ffi::Function instrument)=0</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a27d743f5f4654c1a89b17e22432499a5">~VirtualMachine</a>()</td><td class="entry"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">tvm::runtime::vm::VirtualMachine</a></td><td class="entry"><span class="mlabel">inline</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_1runtime_1_1vm_1_1VirtualMachine.html b/docs/reference/api/doxygen/classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html
index 8f2ec0b0d16..f56cc3ac4d7 100644
--- a/docs/reference/api/doxygen/classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html
+++ b/docs/reference/api/doxygen/classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html
@@ -82,13 +82,13 @@ $(function() {
<div class="dynheader">
Inheritance diagram for tvm::runtime::vm::VirtualMachine:</div>
<div class="dyncontent">
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+<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1runtime_1_1vm_1_1VirtualMachine__inherit__graph.svg" width="203" height="375"><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::runtime::vm::VirtualMachine:</div>
<div class="dyncontent">
-<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1runtime_1_1vm_1_1VirtualMachine__coll__graph.svg" width="203" height="390"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
+<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1runtime_1_1vm_1_1VirtualMachine__coll__graph.svg" width="203" height="375"><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">
@@ -121,9 +121,6 @@ Static Public Member Functions</h2></td></tr>
<tr class="memitem:a827d36cfe01edb9fd18a57b3710517a9"><td class="memItemLeft" align="right" valign="top">static ObjectPtr< <a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">VirtualMachine</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a827d36cfe01edb9fd18a57b3710517a9">Create</a> ()</td></tr>
<tr class="memdesc:a827d36cfe01edb9fd18a57b3710517a9"><td class="mdescLeft"> </td><td class="mdescRight">Create a specific instance of VM. <a href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a827d36cfe01edb9fd18a57b3710517a9">More...</a><br /></td></tr>
<tr class="separator:a827d36cfe01edb9fd18a57b3710517a9"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ac546b1d8dcc8dddc098bb29d94c9f19c"><td class="memItemLeft" align="right" valign="top">static ObjectPtr< <a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">VirtualMachine</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#ac546b1d8dcc8dddc098bb29d94c9f19c">CreateProfiler</a> ()</td></tr>
-<tr class="memdesc:ac546b1d8dcc8dddc098bb29d94c9f19c"><td class="mdescLeft"> </td><td class="mdescRight">Create an instance of VM with the profiling feature enabled. <a href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#ac546b1d8dcc8dddc098bb29d94c9f19c">More...</a><br /></td></tr>
-<tr class="separator:ac546b1d8dcc8dddc098bb29d94c9f19c"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a8756b2073a5728ace029669c478abd65"><td class="memItemLeft" align="right" valign="top">static <a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">VirtualMachine</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a8756b2073a5728ace029669c478abd65">GetContextPtr</a> (ffi::AnyView arg)</td></tr>
<tr class="memdesc:a8756b2073a5728ace029669c478abd65"><td class="mdescLeft"> </td><td class="mdescRight">Helper function for vm closure functions to get the context ptr. <a href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html#a8756b2073a5728ace029669c478abd65">More...</a><br /></td></tr>
<tr class="separator:a8756b2073a5728ace029669c478abd65"><td class="memSeparator" colspan="2"> </td></tr>
@@ -197,34 +194,6 @@ Public Attributes</h2></td></tr>
<p>Create a specific instance of VM. </p>
<dl class="section return"><dt>Returns</dt><dd>Created VM </dd></dl>
-</div>
-</div>
-<a id="ac546b1d8dcc8dddc098bb29d94c9f19c"></a>
-<h2 class="memtitle"><span class="permalink"><a href="#ac546b1d8dcc8dddc098bb29d94c9f19c">◆ </a></span>CreateProfiler()</h2>
-
-<div class="memitem">
-<div class="memproto">
-<table class="mlabels">
- <tr>
- <td class="mlabels-left">
- <table class="memname">
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- <td class="memname">static ObjectPtr<<a class="el" href="classtvm_1_1runtime_1_1vm_1_1VirtualMachine.html">VirtualMachine</a>> tvm::runtime::vm::VirtualMachine::CreateProfiler </td>
- <td>(</td>
- <td class="paramname"></td><td>)</td>
- <td></td>
- </tr>
- </table>
- </td>
- <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">static</span></span> </td>
- </tr>
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-
-<p>Create an instance of VM with the profiling feature enabled. </p>
-<dl class="section return"><dt>Returns</dt><dd>Created VM </dd></dl>
-
</div>
</div>
<a id="a836c64302fc8c333ba6f13d7399bd993"></a>
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-<polygon fill="midnightblue" stroke="midnightblue" points="5993.63,-199.64 6001.41,-206.84 5999.81,-196.36 5993.63,-199.64"/>
+<path fill="none" stroke="midnightblue" d="M5997.69,-197.95C5983.69,-171.55 5957.48,-122.12 5944.57,-97.78"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="5994.63,-199.64 6002.41,-206.84 6000.81,-196.36 5994.63,-199.64"/>
</g>
<!-- Node67->Node66 -->
-<g id="edge98" class="edge">
+<g id="edge97" class="edge">
<title>Node67->Node66</title>
-<path fill="none" stroke="midnightblue" d="M6016.21,-198.03C6022.34,-187.56 6030.03,-174.4 6035.76,-164.59"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="6013.15,-196.33 6011.12,-206.73 6019.19,-199.87 6013.15,-196.33"/>
+<path fill="none" stroke="midnightblue" d="M6017.21,-198.03C6023.34,-187.56 6031.03,-174.4 6036.76,-164.59"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="6014.15,-196.33 6012.12,-206.73 6020.19,-199.87 6014.15,-196.33"/>
</g>
<!-- Node68->Node58 -->
-<g id="edge103" class="edge">
+<g id="edge102" class="edge">
<title>Node68->Node58</title>
-<path fill="none" stroke="midnightblue" d="M6230.88,-325.25C6230.36,-314.02 6229.78,-301.38 6229.4,-293.19"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="6227.39,-325.57 6231.35,-335.4 6234.38,-325.25 6227.39,-325.57"/>
+<path fill="none" stroke="midnightblue" d="M6231.51,-325.25C6230.82,-314.02 6230.04,-301.38 6229.54,-293.19"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="6228.02,-325.63 6232.13,-335.4 6235.01,-325.2 6228.02,-325.63"/>
</g>
<!-- Node68->Node67 -->
-<g id="edge104" class="edge">
+<g id="edge103" class="edge">
<title>Node68->Node67</title>
-<path fill="none" stroke="midnightblue" d="M6197.37,-330.37C6180.59,-321.02 6160.18,-309.54 6142,-299 6097.24,-273.04 6044.87,-241.25 6020.21,-226.2"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="6195.84,-333.53 6206.29,-335.33 6199.25,-327.41 6195.84,-333.53"/>
+<path fill="none" stroke="midnightblue" d="M6197.95,-330.44C6180.97,-321.11 6160.34,-309.62 6142,-299 6097.46,-273.21 6045.53,-241.34 6021.09,-226.24"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="6196.52,-333.65 6206.97,-335.38 6199.88,-327.51 6196.52,-333.65"/>
</g>
<!-- Node69->Node67 -->
-<g id="edge106" class="edge">
+<g id="edge105" class="edge">
<title>Node69->Node67</title>
-<path fill="none" stroke="midnightblue" d="M6008.51,-258.25C6007.82,-247.02 6007.04,-234.38 6006.54,-226.19"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="6005.02,-258.63 6009.13,-268.4 6012.01,-258.2 6005.02,-258.63"/>
+<path fill="none" stroke="midnightblue" d="M6008.88,-258.25C6008.36,-247.02 6007.78,-234.38 6007.4,-226.19"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="6005.39,-258.57 6009.35,-268.4 6012.38,-258.25 6005.39,-258.57"/>
</g>
<!-- Node75 -->
<g id="node75" class="node">
@@ -1551,10 +1551,10 @@
</g>
</g>
<!-- Node74->Node75 -->
-<g id="edge116" class="edge">
+<g id="edge115" class="edge">
<title>Node74->Node75</title>
-<path fill="none" stroke="midnightblue" d="M4237.06,-544.63C4253.94,-537.16 4269.89,-526.42 4280,-511 4290.23,-495.39 4292.21,-483.12 4280,-469 4244.45,-427.91 4090.09,-419.55 3999.33,-418.26"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="4235.58,-541.45 4227.62,-548.45 4238.2,-547.94 4235.58,-541.45"/>
+<path fill="none" stroke="midnightblue" d="M4237.95,-544.27C4254.5,-536.82 4270.09,-526.17 4280,-511 4290.21,-495.37 4292.21,-483.12 4280,-469 4244.45,-427.91 4090.09,-419.55 3999.33,-418.26"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="4236.6,-541.05 4228.69,-548.1 4239.27,-547.52 4236.6,-541.05"/>
</g>
<!-- Node76 -->
<g id="node76" class="node">
@@ -1567,10 +1567,10 @@
</g>
</g>
<!-- Node74->Node76 -->
-<g id="edge134" class="edge">
+<g id="edge133" class="edge">
<title>Node74->Node76</title>
-<path fill="none" stroke="midnightblue" d="M4237.81,-547.16C4310.44,-538.22 4458.61,-547.41 4502,-511 4546.54,-473.62 4552.61,-397.3 4553.14,-365.69"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="4237.06,-543.73 4227.66,-548.62 4238.06,-550.66 4237.06,-543.73"/>
+<path fill="none" stroke="midnightblue" d="M4238.77,-547.16C4311.17,-538.23 4458.78,-547.29 4502,-511 4546.53,-473.61 4552.61,-397.29 4553.14,-365.69"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="4238.06,-543.73 4228.66,-548.62 4239.06,-550.66 4238.06,-543.73"/>
</g>
<!-- Node77 -->
<g id="node77" class="node">
@@ -1583,10 +1583,10 @@
</g>
</g>
<!-- Node74->Node77 -->
-<g id="edge121" class="edge">
+<g id="edge120" class="edge">
<title>Node74->Node77</title>
-<path fill="none" stroke="midnightblue" d="M4237.8,-546.97C4370.52,-526.44 4407.09,-535.02 4535,-511 4543.79,-509.35 4553.07,-507.27 4562.03,-505.09"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="4236.98,-543.55 4227.65,-548.56 4238.07,-550.46 4236.98,-543.55"/>
+<path fill="none" stroke="midnightblue" d="M4238.77,-546.97C4371.07,-526.48 4407.51,-534.97 4535,-511 4543.79,-509.35 4553.06,-507.27 4562.03,-505.09"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="4237.98,-543.55 4228.65,-548.56 4239.07,-550.46 4237.98,-543.55"/>
</g>
<!-- Node78 -->
<g id="node78" class="node">
@@ -1599,10 +1599,10 @@
</g>
</g>
<!-- Node74->Node78 -->
-<g id="edge123" class="edge">
+<g id="edge122" class="edge">
<title>Node74->Node78</title>
-<path fill="none" stroke="midnightblue" d="M4090.44,-547.29C4026.7,-534.98 3935,-517.27 3871.56,-505.01"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="4089.94,-550.76 4100.42,-549.22 4091.27,-543.89 4089.94,-550.76"/>
+<path fill="none" stroke="midnightblue" d="M4091.24,-547.29C4027.33,-534.98 3935.37,-517.27 3871.75,-505.01"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="4090.77,-550.77 4101.25,-549.22 4092.09,-543.89 4090.77,-550.77"/>
</g>
<!-- Node79 -->
<g id="node79" class="node">
@@ -1615,91 +1615,91 @@
</g>
</g>
<!-- Node74->Node79 -->
-<g id="edge128" class="edge">
+<g id="edge127" class="edge">
<title>Node74->Node79</title>
-<path fill="none" stroke="midnightblue" d="M4237.55,-547.04C4436.99,-519.86 4490.15,-531.98 4686,-511 4714.03,-508 4744.93,-503.97 4771.28,-500.31"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="4237.06,-543.58 4227.63,-548.41 4238.01,-550.51 4237.06,-543.58"/>
+<path fill="none" stroke="midnightblue" d="M4238.82,-547C4437.6,-519.91 4490.68,-531.94 4686,-511 4714.03,-508 4744.93,-503.97 4771.28,-500.31"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="4238.06,-543.58 4228.63,-548.41 4239.01,-550.51 4238.06,-543.58"/>
</g>
<!-- Node75->Node50 -->
-<g id="edge120" class="edge">
+<g id="edge119" class="edge">
<title>Node75->Node50</title>
<path fill="none" stroke="midnightblue" d="M3981.85,-399.09C4092.28,-360.82 4366.15,-267.49 4599,-201 4646.32,-187.49 4700.42,-174.13 4740.86,-164.55"/>
<polygon fill="midnightblue" stroke="midnightblue" points="3980.61,-395.82 3972.31,-402.41 3982.9,-402.43 3980.61,-395.82"/>
</g>
<!-- Node75->Node76 -->
-<g id="edge117" class="edge">
+<g id="edge116" class="edge">
<title>Node75->Node76</title>
<path fill="none" stroke="midnightblue" d="M4009.15,-402.54C4010.44,-402.35 4011.73,-402.17 4013,-402 4177.21,-379.66 4370.86,-364.17 4475.86,-356.67"/>
<polygon fill="midnightblue" stroke="midnightblue" points="4008.49,-399.1 3999.12,-404.04 4009.52,-406.02 4008.49,-399.1"/>
</g>
<!-- Node76->Node49 -->
-<g id="edge118" class="edge">
+<g id="edge117" class="edge">
<title>Node76->Node49</title>
<path fill="none" stroke="midnightblue" d="M4575.22,-328.25C4603.66,-301.04 4652.13,-254.68 4676.34,-231.52"/>
<polygon fill="midnightblue" stroke="midnightblue" points="4572.58,-325.93 4567.77,-335.37 4577.41,-330.99 4572.58,-325.93"/>
</g>
<!-- Node76->Node51 -->
-<g id="edge119" class="edge">
+<g id="edge118" class="edge">
<title>Node76->Node51</title>
<path fill="none" stroke="midnightblue" d="M4614.2,-332.71C4652.77,-322.14 4702,-308.63 4738.55,-298.61"/>
<polygon fill="midnightblue" stroke="midnightblue" points="4612.85,-329.46 4604.13,-335.48 4614.7,-336.21 4612.85,-329.46"/>
</g>
<!-- Node77->Node76 -->
-<g id="edge122" class="edge">
+<g id="edge121" class="edge">
<title>Node77->Node76</title>
<path fill="none" stroke="midnightblue" d="M4602.76,-465.54C4590.28,-436.93 4569.57,-389.48 4559.25,-365.83"/>
<polygon fill="midnightblue" stroke="midnightblue" points="4599.6,-467.04 4606.8,-474.8 4606.01,-464.24 4599.6,-467.04"/>
</g>
<!-- Node78->Node49 -->
-<g id="edge126" class="edge">
+<g id="edge125" class="edge">
<title>Node78->Node49</title>
<path fill="none" stroke="midnightblue" d="M3798.85,-464.66C3800.09,-445.01 3805.1,-418.09 3822,-402 3879.22,-347.53 4401.42,-262.08 4607.71,-230.12"/>
<polygon fill="midnightblue" stroke="midnightblue" points="3795.35,-464.59 3798.5,-474.71 3802.35,-464.83 3795.35,-464.59"/>
</g>
<!-- Node78->Node52 -->
-<g id="edge125" class="edge">
+<g id="edge124" class="edge">
<title>Node78->Node52</title>
-<path fill="none" stroke="midnightblue" d="M3740.97,-472.16C3699.36,-460.09 3643.92,-444.01 3604.62,-432.61"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="3740.12,-475.56 3750.7,-474.99 3742.07,-468.84 3740.12,-475.56"/>
+<path fill="none" stroke="midnightblue" d="M3741.21,-472.16C3699.77,-460.09 3644.56,-444.01 3605.42,-432.61"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="3740.32,-475.55 3750.9,-474.99 3742.28,-468.83 3740.32,-475.55"/>
</g>
<!-- Node78->Node75 -->
-<g id="edge124" class="edge">
+<g id="edge123" class="edge">
<title>Node78->Node75</title>
<path fill="none" stroke="midnightblue" d="M3834.44,-470.22C3856.75,-458.39 3885.08,-443.37 3905.45,-432.57"/>
<polygon fill="midnightblue" stroke="midnightblue" points="3832.79,-467.13 3825.59,-474.9 3836.07,-473.31 3832.79,-467.13"/>
</g>
<!-- Node78->Node76 -->
-<g id="edge127" class="edge">
+<g id="edge126" class="edge">
<title>Node78->Node76</title>
<path fill="none" stroke="midnightblue" d="M3807.4,-465.56C3816.13,-444.97 3831.92,-416.16 3856,-402 3908.39,-371.19 4305.78,-357.67 4476,-353.25"/>
<polygon fill="midnightblue" stroke="midnightblue" points="3804.13,-464.32 3803.68,-474.91 3810.63,-466.91 3804.13,-464.32"/>
</g>
<!-- Node79->Node49 -->
-<g id="edge130" class="edge">
+<g id="edge129" class="edge">
<title>Node79->Node49</title>
<path fill="none" stroke="midnightblue" d="M4816.89,-466.82C4789.96,-432.76 4739.48,-364.62 4711,-299 4701.2,-276.41 4695.62,-248.13 4692.96,-231.51"/>
<polygon fill="midnightblue" stroke="midnightblue" points="4814.22,-469.09 4823.2,-474.72 4819.69,-464.72 4814.22,-469.09"/>
</g>
<!-- Node79->Node50 -->
-<g id="edge132" class="edge">
+<g id="edge131" class="edge">
<title>Node79->Node50</title>
<path fill="none" stroke="midnightblue" d="M4849.96,-466.36C4865.94,-439.94 4889,-394.4 4889,-351.5 4889,-351.5 4889,-351.5 4889,-282.5 4889,-232.55 4845.03,-186.9 4819.61,-164.69"/>
<polygon fill="midnightblue" stroke="midnightblue" points="4846.98,-464.53 4844.65,-474.87 4852.92,-468.24 4846.98,-464.53"/>
</g>
<!-- Node79->Node51 -->
-<g id="edge133" class="edge">
+<g id="edge132" class="edge">
<title>Node79->Node51</title>
<path fill="none" stroke="midnightblue" d="M4829.74,-465.08C4820.28,-422.12 4800.72,-333.2 4793.11,-298.65"/>
<polygon fill="midnightblue" stroke="midnightblue" points="4826.34,-465.93 4831.91,-474.94 4833.18,-464.43 4826.34,-465.93"/>
</g>
<!-- Node79->Node75 -->
-<g id="edge129" class="edge">
+<g id="edge128" class="edge">
<title>Node79->Node75</title>
<path fill="none" stroke="midnightblue" d="M4761.22,-478.11C4737.27,-474.84 4710.54,-471.47 4686,-469 4433.08,-443.58 4131.11,-427.71 3999.2,-421.5"/>
<polygon fill="midnightblue" stroke="midnightblue" points="4760.92,-481.6 4771.3,-479.5 4761.88,-474.67 4760.92,-481.6"/>
</g>
<!-- Node79->Node76 -->
-<g id="edge131" class="edge">
+<g id="edge130" class="edge">
<title>Node79->Node76</title>
<path fill="none" stroke="midnightblue" d="M4776.11,-471.86C4745.78,-462.11 4708.63,-448.71 4677,-433 4637.32,-413.29 4594.98,-383.27 4571.47,-365.7"/>
<polygon fill="midnightblue" stroke="midnightblue" points="4775.11,-475.22 4785.7,-474.9 4777.22,-468.54 4775.11,-475.22"/>
@@ -1715,13 +1715,13 @@
</g>
</g>
<!-- Node80->Node81 -->
-<g id="edge136" class="edge">
+<g id="edge135" class="edge">
<title>Node80->Node81</title>
<path fill="none" stroke="midnightblue" d="M3519,-671.11C3519,-662.15 3519,-652.32 3519,-644.58"/>
<polygon fill="midnightblue" stroke="midnightblue" points="3515.5,-671.4 3519,-681.4 3522.5,-671.4 3515.5,-671.4"/>
</g>
<!-- Node80->Node82 -->
-<g id="edge137" class="edge">
+<g id="edge136" class="edge">
<title>Node80->Node82</title>
<path fill="none" stroke="midnightblue" d="M3595.43,-682.29C3653.92,-672.16 3736.57,-657.79 3809,-645 3811.67,-644.53 3814.4,-644.05 3817.15,-643.56"/>
<polygon fill="midnightblue" stroke="midnightblue" points="3594.79,-678.85 3585.53,-684.01 3595.98,-685.75 3594.79,-678.85"/>
@@ -1736,7 +1736,7 @@
</g>
</g>
<!-- Node80->Node90 -->
-<g id="edge153" class="edge">
+<g id="edge152" class="edge">
<title>Node80->Node90</title>
<path fill="none" stroke="midnightblue" d="M3476.99,-677.3C3448.06,-664.76 3410.96,-648.68 3388.63,-639.01"/>
<polygon fill="midnightblue" stroke="midnightblue" points="3475.89,-680.63 3486.45,-681.4 3478.67,-674.21 3475.89,-680.63"/>
@@ -1752,31 +1752,31 @@
</g>
</g>
<!-- Node82->Node83 -->
-<g id="edge138" class="edge">
+<g id="edge137" class="edge">
<title>Node82->Node83</title>
<path fill="none" stroke="midnightblue" d="M3904.97,-605.87C3911.2,-596.46 3918.23,-585.83 3923.69,-577.58"/>
<polygon fill="midnightblue" stroke="midnightblue" points="3901.93,-604.12 3899.33,-614.4 3907.77,-607.99 3901.93,-604.12"/>
</g>
<!-- Node83->Node75 -->
-<g id="edge139" class="edge">
+<g id="edge138" class="edge">
<title>Node83->Node75</title>
<path fill="none" stroke="midnightblue" d="M3932.83,-537.19C3932.62,-507.16 3932.27,-457.05 3932.1,-432.68"/>
<polygon fill="midnightblue" stroke="midnightblue" points="3929.33,-537.29 3932.9,-547.27 3936.33,-537.24 3929.33,-537.29"/>
</g>
<!-- Node83->Node76 -->
-<g id="edge151" class="edge">
+<g id="edge150" class="edge">
<title>Node83->Node76</title>
<path fill="none" stroke="midnightblue" d="M3936.67,-537.59C3941.23,-516.34 3951.11,-486.09 3972,-469 4048.32,-406.57 4335.92,-371.76 4475.74,-358.21"/>
<polygon fill="midnightblue" stroke="midnightblue" points="3933.22,-537 3934.79,-547.48 3940.1,-538.31 3933.22,-537"/>
</g>
<!-- Node83->Node77 -->
-<g id="edge140" class="edge">
+<g id="edge139" class="edge">
<title>Node83->Node77</title>
-<path fill="none" stroke="midnightblue" d="M4015.81,-553.9C4040.34,-551.66 4067.25,-549.22 4092,-547 4274.2,-530.69 4320.69,-535.24 4502,-511 4517.43,-508.94 4533.98,-506.23 4549.47,-503.47"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="4015.46,-550.41 4005.82,-554.81 4016.09,-557.38 4015.46,-550.41"/>
+<path fill="none" stroke="midnightblue" d="M4015.97,-553.94C4040.75,-551.69 4067.97,-549.24 4093,-547 4274.76,-530.77 4321.13,-535.2 4502,-511 4517.43,-508.94 4533.98,-506.22 4549.47,-503.47"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="4015.52,-550.47 4005.88,-554.86 4016.15,-557.44 4015.52,-550.47"/>
</g>
<!-- Node83->Node78 -->
-<g id="edge141" class="edge">
+<g id="edge140" class="edge">
<title>Node83->Node78</title>
<path fill="none" stroke="midnightblue" d="M3897.3,-542.72C3874.82,-530.89 3846.28,-515.87 3825.75,-505.07"/>
<polygon fill="midnightblue" stroke="midnightblue" points="3895.73,-545.84 3906.21,-547.4 3898.98,-539.65 3895.73,-545.84"/>
@@ -1792,7 +1792,7 @@
</g>
</g>
<!-- Node83->Node84 -->
-<g id="edge142" class="edge">
+<g id="edge141" class="edge">
<title>Node83->Node84</title>
<path fill="none" stroke="midnightblue" d="M4000.74,-545.03C4040.01,-535.37 4090.37,-522.77 4135,-511 4142.15,-509.11 4149.69,-507.08 4157.08,-505.05"/>
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@@ -1808,7 +1808,7 @@
</g>
</g>
<!-- Node83->Node85 -->
-<g id="edge152" class="edge">
+<g id="edge151" class="edge">
<title>Node83->Node85</title>
<path fill="none" stroke="midnightblue" d="M4015.7,-553.85C4102.67,-545.03 4233.26,-529.36 4280,-511 4327.89,-492.19 4375.41,-453.37 4398.89,-432.5"/>
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@@ -1824,7 +1824,7 @@
</g>
</g>
<!-- Node83->Node86 -->
-<g id="edge145" class="edge">
+<g id="edge144" class="edge">
<title>Node83->Node86</title>
<path fill="none" stroke="midnightblue" d="M4015.74,-551.44C4092.81,-541.85 4210.84,-526.59 4313,-511 4329.97,-508.41 4348.29,-505.37 4365.25,-502.45"/>
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@@ -1841,7 +1841,7 @@
</g>
</g>
<!-- Node83->Node87 -->
-<g id="edge147" class="edge">
+<g id="edge146" class="edge">
<title>Node83->Node87</title>
<path fill="none" stroke="midnightblue" d="M3850.21,-553.96C3769.38,-545.91 3643.12,-531.47 3535,-511 3531.8,-510.39 3528.54,-509.74 3525.26,-509.04"/>
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@@ -1858,7 +1858,7 @@
</g>
</g>
<!-- Node83->Node88 -->
-<g id="edge148" class="edge">
+<g id="edge147" class="edge">
<title>Node83->Node88</title>
<path fill="none" stroke="midnightblue" d="M3858.37,-545.32C3813.57,-535.54 3755.48,-522.73 3704,-511 3700.9,-510.29 3697.73,-509.57 3694.53,-508.83"/>
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@@ -1874,43 +1874,43 @@
</g>
</g>
<!-- Node83->Node89 -->
-<g id="edge149" class="edge">
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<title>Node83->Node89</title>
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<g id="node96" class="node">
<title>Node96</title>
<g id="a_node96"><a xlink:href="ir__docsifier_8h.html" target="_top" xlink:title=" ">
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<g id="edge171" class="edge">
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diff --git a/docs/reference/api/doxygen/dir_404558507ed35459f0d7a6d81d8c508d.html b/docs/reference/api/doxygen/dir_404558507ed35459f0d7a6d81d8c508d.html
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+++ b/docs/reference/api/doxygen/dir_404558507ed35459f0d7a6d81d8c508d.html
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<tr class="memdesc:runtime_2tensor_8h"><td class="mdescLeft"> </td><td class="mdescRight">A device-independent managed Tensor abstraction. <br /></td></tr>
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<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
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diff --git a/docs/reference/api/doxygen/executable_8h_source.html b/docs/reference/api/doxygen/executable_8h_source.html
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-<div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  </div>
-<div class="line"><a name="l00231"></a><span class="lineno"> 231</span> } <span class="comment">// namespace vm</span></div>
-<div class="line"><a name="l00232"></a><span class="lineno"> 232</span> } <span class="comment">// namespace runtime</span></div>
-<div class="line"><a name="l00233"></a><span class="lineno"> 233</span> } <span class="comment">// namespace tvm</span></div>
-<div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  </div>
-<div class="line"><a name="l00235"></a><span class="lineno"> 235</span> namespace <a class="code" href="namespacetvm.html">tvm</a> {</div>
-<div class="line"><a name="l00236"></a><span class="lineno"><a class="line" href="namespacetvm_1_1support.html"> 236</a></span> <span class="keyword">namespace </span>support {</div>
-<div class="line"><a name="l00237"></a><span class="lineno"> 237</span> <span class="keyword">template</span> <></div>
-<div class="line"><a name="l00238"></a><span class="lineno"><a class="line" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html"> 238</a></span> <span class="keyword">struct </span><a class="code" href="structtvm_1_1support_1_1Serializer.html">Serializer</a><::<a class="code" href="structtvm_1_1runtime_1_1vm_1_1VMFuncInfo.html">tvm::runtime::vm::VMFuncInfo</a>> {</div>
-<div class="line"><a name="l00239"></a><span class="lineno"><a class="line" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#aef64abd3eecfd3507af913ffb7c308dd"> 239</a></span>  <span class="keyword">static</span> constexpr <span class="keywordtype">bool</span> enabled = <span class="keyword">true</span>;</div>
-<div class="line"><a name="l00240"></a><span class="lineno"><a class="line" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#a764b954875c2944297aeb171b894ad44"> 240</a></span>  <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#a764b954875c2944297aeb171b894ad44">Write</a>(<a class="code" href="classtvm_1_1suppor [...]
-<div class="line"><a name="l00241"></a><span class="lineno"><a class="line" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#ac040427737dd8a1d4abec3a8165b8bcb"> 241</a></span>  <span class="keyword">static</span> <span class="keywordtype">bool</span> <a class="code" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#ac040427737dd8a1d4abec3a8165b8bcb">Read</a>(<a class="code" href="classtvm_1_1support [...]
-<div class="line"><a name="l00242"></a><span class="lineno"> 242</span> };</div>
-<div class="line"><a name="l00243"></a><span class="lineno"> 243</span> } <span class="comment">// namespace support</span></div>
-<div class="line"><a name="l00244"></a><span class="lineno"> 244</span> } <span class="comment">// namespace tvm</span></div>
-<div class="line"><a name="l00245"></a><span class="lineno"> 245</span> <span class="preprocessor">#endif </span><span class="comment">// TVM_RUNTIME_VM_EXECUTABLE_H_</span></div>
+<div class="line"><a name="l00168"></a><span class="lineno"><a class="line" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a3d765476b2f4291e3dcfcedd17189134"> 168</a></span>  <span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a3d765476b2f4291e3dcfcedd17189134">kind</a>() const final;</div>
+<div class="line"><a name="l00174"></a><span class="lineno"><a class="line" href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#aad77c149256049875d4c2ee66f3facb9"> 174</a></span>  ffi::Optional<ffi::<a class="code" href="namespacetvm_1_1relax_1_1backend_1_1adreno_1_1transform.html#a970369f0f520a0a6257ec14d95991962">Function</a>> GetFunction(const ffi::String& name) override;</div>
+<div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  </div>
+<div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  private:</div>
+<div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  <span class="keywordtype">void</span> SaveGlobalSection(support::Stream* strm) const;</div>
+<div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  <span class="keywordtype">void</span> SaveMemoryScopeSection(support::Stream* strm) const;</div>
+<div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  <span class="keywordtype">void</span> SaveConstantSection(support::Stream* strm) const;</div>
+<div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  <span class="keywordtype">void</span> SaveCodeSection(support::Stream* strm) const;</div>
+<div class="line"><a name="l00201"></a><span class="lineno"> 201</span>  <span class="keywordtype">void</span> SavePackedFuncNames(support::Stream* strm) const;</div>
+<div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  <span class="keywordtype">void</span> LoadGlobalSection(support::Stream* strm);</div>
+<div class="line"><a name="l00211"></a><span class="lineno"> 211</span>  <span class="keywordtype">void</span> LoadMemoryScopeSection(support::Stream* strm);</div>
+<div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  <span class="keywordtype">void</span> LoadConstantSection(support::Stream* strm);</div>
+<div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  <span class="keywordtype">void</span> LoadCodeSection(support::Stream* strm);</div>
+<div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  <span class="keywordtype">void</span> LoadPackedFuncNames(support::Stream* strm);</div>
+<div class="line"><a name="l00227"></a><span class="lineno"> 227</span> };</div>
+<div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  </div>
+<div class="line"><a name="l00229"></a><span class="lineno"> 229</span> } <span class="comment">// namespace vm</span></div>
+<div class="line"><a name="l00230"></a><span class="lineno"> 230</span> } <span class="comment">// namespace runtime</span></div>
+<div class="line"><a name="l00231"></a><span class="lineno"> 231</span> } <span class="comment">// namespace tvm</span></div>
+<div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  </div>
+<div class="line"><a name="l00233"></a><span class="lineno"> 233</span> namespace <a class="code" href="namespacetvm.html">tvm</a> {</div>
+<div class="line"><a name="l00234"></a><span class="lineno"><a class="line" href="namespacetvm_1_1support.html"> 234</a></span> <span class="keyword">namespace </span>support {</div>
+<div class="line"><a name="l00235"></a><span class="lineno"> 235</span> <span class="keyword">template</span> <></div>
+<div class="line"><a name="l00236"></a><span class="lineno"><a class="line" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html"> 236</a></span> <span class="keyword">struct </span><a class="code" href="structtvm_1_1support_1_1Serializer.html">Serializer</a><::<a class="code" href="structtvm_1_1runtime_1_1vm_1_1VMFuncInfo.html">tvm::runtime::vm::VMFuncInfo</a>> {</div>
+<div class="line"><a name="l00237"></a><span class="lineno"><a class="line" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#aef64abd3eecfd3507af913ffb7c308dd"> 237</a></span>  <span class="keyword">static</span> constexpr <span class="keywordtype">bool</span> enabled = <span class="keyword">true</span>;</div>
+<div class="line"><a name="l00238"></a><span class="lineno"><a class="line" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#a764b954875c2944297aeb171b894ad44"> 238</a></span>  <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#a764b954875c2944297aeb171b894ad44">Write</a>(<a class="code" href="classtvm_1_1suppor [...]
+<div class="line"><a name="l00239"></a><span class="lineno"><a class="line" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#ac040427737dd8a1d4abec3a8165b8bcb"> 239</a></span>  <span class="keyword">static</span> <span class="keywordtype">bool</span> <a class="code" href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#ac040427737dd8a1d4abec3a8165b8bcb">Read</a>(<a class="code" href="classtvm_1_1support [...]
+<div class="line"><a name="l00240"></a><span class="lineno"> 240</span> };</div>
+<div class="line"><a name="l00241"></a><span class="lineno"> 241</span> } <span class="comment">// namespace support</span></div>
+<div class="line"><a name="l00242"></a><span class="lineno"> 242</span> } <span class="comment">// namespace tvm</span></div>
+<div class="line"><a name="l00243"></a><span class="lineno"> 243</span> <span class="preprocessor">#endif </span><span class="comment">// TVM_RUNTIME_VM_EXECUTABLE_H_</span></div>
<div class="ttc" id="abytecode_8h_html"><div class="ttname"><a href="bytecode_8h.html">bytecode.h</a></div><div class="ttdoc">The bytecode for the virtual machine.</div></div>
<div class="ttc" id="aclasstvm_1_1runtime_1_1vm_1_1VMExecutable_html"><div class="ttname"><a href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html">tvm::runtime::vm::VMExecutable</a></div><div class="ttdoc">The virtual machine executable emitted by the VM compiler.</div><div class="ttdef"><b>Definition:</b> executable.h:90</div></div>
<div class="ttc" id="aclasstvm_1_1runtime_1_1vm_1_1VMExecutable_html_a291639519f9e8824358edb2dba05f6be"><div class="ttname"><a href="classtvm_1_1runtime_1_1vm_1_1VMExecutable.html#a291639519f9e8824358edb2dba05f6be">tvm::runtime::vm::VMExecutable::GetInstruction</a></div><div class="ttdeci">Instruction GetInstruction(Index i) const</div><div class="ttdoc">Get the i-th instruction from the executable.</div></div>
@@ -224,8 +223,8 @@ $(function() {
<div class="ttc" id="astructtvm_1_1runtime_1_1vm_1_1VMFuncInfo_html_abd9ca278ed66aa63752c05b5c948f05b"><div class="ttname"><a href="structtvm_1_1runtime_1_1vm_1_1VMFuncInfo.html#abd9ca278ed66aa63752c05b5c948f05b">tvm::runtime::vm::VMFuncInfo::Load</a></div><div class="ttdeci">bool Load(support::Stream *reader)</div></div>
<div class="ttc" id="astructtvm_1_1runtime_1_1vm_1_1VMFuncInfo_html_afaeeef27cbe2be62e74b15b1a363276e"><div class="ttname"><a href="structtvm_1_1runtime_1_1vm_1_1VMFuncInfo.html#afaeeef27cbe2be62e74b15b1a363276e">tvm::runtime::vm::VMFuncInfo::Save</a></div><div class="ttdeci">void Save(support::Stream *writer) const</div></div>
<div class="ttc" id="astructtvm_1_1runtime_1_1vm_1_1VMFuncInfo_html_afbe2b34a864f12ed5f71663d1af27906"><div class="ttname"><a href="structtvm_1_1runtime_1_1vm_1_1VMFuncInfo.html#afbe2b34a864f12ed5f71663d1af27906">tvm::runtime::vm::VMFuncInfo::end_instr</a></div><div class="ttdeci">Index end_instr</div><div class="ttdoc">The end instruction index of the function.</div><div class="ttdef"><b>Definition:</b> executable.h:71</div></div>
-<div class="ttc" id="astructtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4_html_a764b954875c2944297aeb171b894ad44"><div class="ttname"><a href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#a764b954875c2944297aeb171b894ad44">tvm::support::Serializer<::tvm::runtime::vm::VMFuncInfo >::Write</a></div><div class="ttdeci">static void Write(Stream *strm, const ::tvm::runtime::vm::VMFuncInfo &data)</div><div class="ttde [...]
-<div class="ttc" id="astructtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4_html_ac040427737dd8a1d4abec3a8165b8bcb"><div class="ttname"><a href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#ac040427737dd8a1d4abec3a8165b8bcb">tvm::support::Serializer<::tvm::runtime::vm::VMFuncInfo >::Read</a></div><div class="ttdeci">static bool Read(Stream *strm, ::tvm::runtime::vm::VMFuncInfo *data)</div><div class="ttdef"><b>Defini [...]
+<div class="ttc" id="astructtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4_html_a764b954875c2944297aeb171b894ad44"><div class="ttname"><a href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#a764b954875c2944297aeb171b894ad44">tvm::support::Serializer<::tvm::runtime::vm::VMFuncInfo >::Write</a></div><div class="ttdeci">static void Write(Stream *strm, const ::tvm::runtime::vm::VMFuncInfo &data)</div><div class="ttde [...]
+<div class="ttc" id="astructtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4_html_ac040427737dd8a1d4abec3a8165b8bcb"><div class="ttname"><a href="structtvm_1_1support_1_1Serializer_3_1_1tvm_1_1runtime_1_1vm_1_1VMFuncInfo_01_4.html#ac040427737dd8a1d4abec3a8165b8bcb">tvm::support::Serializer<::tvm::runtime::vm::VMFuncInfo >::Read</a></div><div class="ttdeci">static bool Read(Stream *strm, ::tvm::runtime::vm::VMFuncInfo *data)</div><div class="ttdef"><b>Defini [...]
<div class="ttc" id="astructtvm_1_1support_1_1Serializer_html"><div class="ttname"><a href="structtvm_1_1support_1_1Serializer.html">tvm::support::Serializer</a></div><div class="ttdoc">Primary Serializer template. Specialize for each serializable type.</div><div class="ttdef"><b>Definition:</b> io.h:42</div></div>
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