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Posted to commits@tvm.apache.org by gi...@apache.org on 2025/11/09 18:40:56 UTC
(tvm-site) branch asf-site updated: deploying ffi docs
This is an automated email from the ASF dual-hosted git repository.
github-bot 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 549e778538 deploying ffi docs
549e778538 is described below
commit 549e778538fa54da85fb968429af78dc9c650da4
Author: tvm-bot <95...@users.noreply.github.com>
AuthorDate: Sun Nov 9 18:40:49 2025 +0000
deploying ffi docs
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.../tvm_ffi/extra/module/struct.ModuleObj.html | 24 +-
.../rust/generated/tvm_ffi/function/index.html | 2 +-
.../tvm_ffi/function/struct.Function.html | 42 +-
.../tvm_ffi/function/struct.FunctionObj.html | 24 +-
.../function_internal/fn.call_packed_callable.html | 2 +-
.../generated/tvm_ffi/function_internal/index.html | 2 +-
.../function_internal/trait.ArgIntoRef.html | 4 +-
.../function_internal/trait.AsPackedCallable.html | 54 +-
.../function_internal/trait.IntoArgHolder.html | 4 +-
.../trait.IntoArgHolderTuple.html | 18 +-
.../function_internal/trait.TupleAsPackedArgs.html | 22 +-
ffi/reference/rust/generated/tvm_ffi/index.html | 2 +-
.../generated/tvm_ffi/macro.attach_context.html | 2 +-
.../rust/generated/tvm_ffi/macro.bail.html | 2 +-
.../generated/tvm_ffi/macro.check_safe_call.html | 2 +-
.../rust/generated/tvm_ffi/macro.ensure.html | 2 +-
.../generated/tvm_ffi/macro.function_name.html | 2 +-
.../generated/tvm_ffi/macro.impl_arg_into_ref.html | 2 +-
.../macro.impl_into_arg_holder_default.html | 2 +-
.../generated/tvm_ffi/macro.impl_try_from_any.html | 2 +-
.../macro.impl_try_from_any_for_parametric.html | 2 +-
.../generated/tvm_ffi/macro.into_typed_fn.html | 2 +-
.../macro.tvm_ffi_dll_export_typed_func.html | 5 +-
.../rust/generated/tvm_ffi/macros/index.html | 2 +-
.../generated/tvm_ffi/object/enum.TypeIndex.html | 28 +-
.../rust/generated/tvm_ffi/object/index.html | 2 +-
.../generated/tvm_ffi/object/struct.Object.html | 24 +-
.../generated/tvm_ffi/object/struct.ObjectArc.html | 48 +-
.../generated/tvm_ffi/object/struct.ObjectRef.html | 28 +-
.../generated/tvm_ffi/object/trait.ObjectCore.html | 12 +-
.../object/trait.ObjectCoreWithExtraItems.html | 8 +-
.../tvm_ffi/object/trait.ObjectRefCore.html | 4 +-
.../rust/generated/tvm_ffi/string/index.html | 2 +-
.../generated/tvm_ffi/string/struct.Bytes.html | 470 ++++++++---------
.../generated/tvm_ffi/string/struct.String.html | 568 +++++++++------------
.../rust/generated/tvm_ffi/struct.DLDataType.html | 42 +-
.../rust/generated/tvm_ffi/struct.DLDevice.html | 34 +-
.../rust/generated/tvm_ffi/struct.TVMFFIAny.html | 40 +-
.../generated/tvm_ffi/struct.TVMFFIObject.html | 30 +-
.../generated/tvm_ffi/type.TVMFFIStreamHandle.html | 2 +-
.../rust/generated/tvm_ffi/type_traits/index.html | 2 +-
.../tvm_ffi/type_traits/trait.AnyCompatible.html | 24 +-
.../rust/generated/tvm_ffi_macros/all.html | 2 +-
.../generated/tvm_ffi_macros/derive.Object.html | 2 +-
.../generated/tvm_ffi_macros/derive.ObjectRef.html | 2 +-
.../rust/generated/tvm_ffi_macros/index.html | 2 +-
ffi/reference/rust/generated/tvm_ffi_sys/all.html | 2 +-
.../constant.COMBINED_REF_COUNT_BOTH_ONE.html | 2 +-
.../constant.COMBINED_REF_COUNT_MASK_U32.html | 2 +-
.../constant.COMBINED_REF_COUNT_STRONG_ONE.html | 2 +-
.../constant.COMBINED_REF_COUNT_WEAK_ONE.html | 2 +-
.../c_api/enum.TVMFFIBacktraceUpdateMode.html | 28 +-
.../c_api/enum.TVMFFIObjectDeleterFlagBitMask.html | 28 +-
.../tvm_ffi_sys/c_api/enum.TVMFFITypeIndex.html | 28 +-
.../c_api/fn.TVMFFIAnyViewToOwnedAny.html | 8 +-
.../c_api/fn.TVMFFIBytesFromByteArray.html | 8 +-
.../c_api/fn.TVMFFIDataTypeFromString.html | 8 +-
.../c_api/fn.TVMFFIDataTypeToString.html | 8 +-
.../tvm_ffi_sys/c_api/fn.TVMFFIErrorCreate.html | 12 +-
.../c_api/fn.TVMFFIErrorMoveFromRaised.html | 4 +-
.../tvm_ffi_sys/c_api/fn.TVMFFIErrorSetRaised.html | 2 +-
.../c_api/fn.TVMFFIErrorSetRaisedFromCStr.html | 6 +-
.../tvm_ffi_sys/c_api/fn.TVMFFIFunctionCall.html | 10 +-
.../tvm_ffi_sys/c_api/fn.TVMFFIFunctionCreate.html | 10 +-
.../c_api/fn.TVMFFIFunctionGetGlobal.html | 8 +-
.../c_api/fn.TVMFFIFunctionSetGlobal.html | 8 +-
.../tvm_ffi_sys/c_api/fn.TVMFFIGetTypeInfo.html | 6 +-
.../c_api/fn.TVMFFIStringFromByteArray.html | 8 +-
.../c_api/fn.TVMFFITensorFromDLPack.html | 12 +-
.../c_api/fn.TVMFFITensorFromDLPackVersioned.html | 12 +-
.../tvm_ffi_sys/c_api/fn.TVMFFITensorToDLPack.html | 6 +-
.../c_api/fn.TVMFFITensorToDLPackVersioned.html | 6 +-
.../c_api/fn.TVMFFITestingDummyTarget.html | 2 +-
.../tvm_ffi_sys/c_api/fn.TVMFFITraceback.html | 12 +-
.../tvm_ffi_sys/c_api/fn.TVMFFITypeKeyToIndex.html | 8 +-
.../rust/generated/tvm_ffi_sys/c_api/index.html | 2 +-
.../tvm_ffi_sys/c_api/struct.TVMFFIAny.html | 34 +-
.../tvm_ffi_sys/c_api/struct.TVMFFIByteArray.html | 30 +-
.../tvm_ffi_sys/c_api/struct.TVMFFIErrorCell.html | 24 +-
.../tvm_ffi_sys/c_api/struct.TVMFFIFieldInfo.html | 50 +-
.../c_api/struct.TVMFFIFunctionCell.html | 24 +-
.../tvm_ffi_sys/c_api/struct.TVMFFIMethodInfo.html | 26 +-
.../tvm_ffi_sys/c_api/struct.TVMFFIObject.html | 30 +-
.../tvm_ffi_sys/c_api/struct.TVMFFIShapeCell.html | 26 +-
.../c_api/struct.TVMFFITypeAttrColumn.html | 30 +-
.../tvm_ffi_sys/c_api/struct.TVMFFITypeInfo.html | 58 +--
.../c_api/struct.TVMFFITypeMetadata.html | 34 +-
.../tvm_ffi_sys/c_api/type.TVMFFIFieldGetter.html | 2 +-
.../tvm_ffi_sys/c_api/type.TVMFFIFieldSetter.html | 2 +-
.../c_api/type.TVMFFIObjectCreator.html | 2 +-
.../c_api/type.TVMFFIObjectDeleter.html | 2 +-
.../tvm_ffi_sys/c_api/type.TVMFFIObjectHandle.html | 2 +-
.../tvm_ffi_sys/c_api/type.TVMFFISafeCallType.html | 2 +-
.../c_api/union.TVMFFIAnyDataUnion.html | 55 +-
.../c_env_api/fn.TVMFFIEnvCheckSignals.html | 2 +-
...n.TVMFFIEnvGetDLPackManagedTensorAllocator.html | 2 +-
.../c_env_api/fn.TVMFFIEnvGetStream.html | 6 +-
.../fn.TVMFFIEnvModLookupFromImports.html | 8 +-
.../fn.TVMFFIEnvModRegisterContextSymbol.html | 8 +-
.../fn.TVMFFIEnvModRegisterSystemLibSymbol.html | 8 +-
.../c_env_api/fn.TVMFFIEnvRegisterCAPI.html | 8 +-
...n.TVMFFIEnvSetDLPackManagedTensorAllocator.html | 8 +-
.../c_env_api/fn.TVMFFIEnvSetStream.html | 10 +-
.../generated/tvm_ffi_sys/c_env_api/index.html | 2 +-
.../type.DLPackManagedTensorAllocator.html | 2 +-
.../c_env_api/type.TVMFFIStreamHandle.html | 2 +-
.../tvm_ffi_sys/dlpack/enum.DLDataTypeCode.html | 28 +-
.../tvm_ffi_sys/dlpack/enum.DLDeviceType.html | 28 +-
.../rust/generated/tvm_ffi_sys/dlpack/index.html | 2 +-
.../tvm_ffi_sys/dlpack/struct.DLDataType.html | 34 +-
.../tvm_ffi_sys/dlpack/struct.DLDevice.html | 30 +-
.../tvm_ffi_sys/dlpack/struct.DLTensor.html | 48 +-
.../rust/generated/tvm_ffi_sys/index.html | 2 +-
.../generated/type.impl/core/result/enum.Result.js | 4 +-
.../generated/type.impl/std/primitive.pointer.js | 2 +-
ffi/reference/rust/index.html | 8 +-
ffi/search.html | 8 +-
ffi/searchindex.js | 2 +-
703 files changed, 4678 insertions(+), 3432 deletions(-)
diff --git a/ffi/_modules/index.html b/ffi/_modules/index.html
index 78bb1b8b9f..acf04d6bc4 100644
--- a/ffi/_modules/index.html
+++ b/ffi/_modules/index.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../_static/documentation_options.js?v=8873d8db"></script>
<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -585,13 +587,13 @@ document.write(`
<article class="bd-article">
<h1>All modules for which code is available</h1>
-<ul><li><a href="core.html">core</a></li>
-<li><a href="tvm_ffi/_convert.html">tvm_ffi._convert</a></li>
+<ul><li><a href="tvm_ffi/_convert.html">tvm_ffi._convert</a></li>
<li><a href="tvm_ffi/_dtype.html">tvm_ffi._dtype</a></li>
<li><a href="tvm_ffi/_tensor.html">tvm_ffi._tensor</a></li>
<li><a href="tvm_ffi/access_path.html">tvm_ffi.access_path</a></li>
<li><a href="tvm_ffi/container.html">tvm_ffi.container</a></li>
-<li><a href="tvm_ffi/cpp/load_inline.html">tvm_ffi.cpp.load_inline</a></li>
+<li><a href="tvm_ffi/core.html">tvm_ffi.core</a></li>
+<li><a href="tvm_ffi/cpp/extension.html">tvm_ffi.cpp.extension</a></li>
<li><a href="tvm_ffi/error.html">tvm_ffi.error</a></li>
<li><a href="tvm_ffi/module.html">tvm_ffi.module</a></li>
<li><a href="tvm_ffi/registry.html">tvm_ffi.registry</a></li>
@@ -637,7 +639,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_modules/tvm_ffi/_convert.html b/ffi/_modules/tvm_ffi/_convert.html
index 2d9055855a..10304c9e71 100644
--- a/ffi/_modules/tvm_ffi/_convert.html
+++ b/ffi/_modules/tvm_ffi/_convert.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -605,11 +607,12 @@ document.write(`
<span class="kn">from</span><span class="w"> </span><span class="nn">__future__</span><span class="w"> </span><span class="kn">import</span> <span class="n">annotations</span>
+<span class="kn">import</span><span class="w"> </span><span class="nn">ctypes</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">numbers</span><span class="w"> </span><span class="kn">import</span> <span class="n">Number</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">types</span><span class="w"> </span><span class="kn">import</span> <span class="n">ModuleType</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">typing</span><span class="w"> </span><span class="kn">import</span> <span class="n">Any</span>
-<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">container</span><span class="p">,</span> <span class="n">core</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">_dtype</span><span class="p">,</span> <span class="n">container</span><span class="p">,</span> <span class="n">core</span>
<span class="n">torch</span><span class="p">:</span> <span class="n">ModuleType</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
<span class="k">try</span><span class="p">:</span>
@@ -679,7 +682,7 @@ document.write(`
<span class="sd"> only used in internal or testing scenarios.</span>
<span class="sd"> """</span>
- <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="p">(</span><span class="n">core</span><span class="o">.</span><span class="n">Object</span><span class="p">,</span> <span class="n">core</span><span class="o">.</span><span class="n">PyNativeObject</span><span class="p">,</span> <span class="nb">bool</span><span class="p">,</span> <span class="n">Number</span><span class="p">)):</span>
+ <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="p">(</span><span class="n">core</span><span class="o">.</span><span class="n">Object</span><span class="p">,</span> <span class="n">core</span><span class="o">.</span><span class="n">PyNativeObject</span><span class="p">,</span> <span class="nb">bool</span><span class="p">,</span> <span class="n">Number</span><span class="p">,</span> <s [...]
<span class="k">return</span> <span class="n">value</span>
<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="p">(</span><span class="nb">tuple</span><span class="p">,</span> <span class="nb">list</span><span class="p">)):</span>
<span class="k">return</span> <span class="n">container</span><span class="o">.</span><span class="n">Array</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
@@ -701,8 +704,26 @@ document.write(`
<span class="k">return</span> <span class="n">core</span><span class="o">.</span><span class="n">_convert_torch_dtype_to_ffi_dtype</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
<span class="k">elif</span> <span class="n">numpy</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">numpy</span><span class="o">.</span><span class="n">dtype</span><span class="p">):</span>
<span class="k">return</span> <span class="n">core</span><span class="o">.</span><span class="n">_convert_numpy_dtype_to_ffi_dtype</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
+ <span class="k">elif</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="s2">"__dlpack_data_type__"</span><span class="p">):</span>
+ <span class="n">cdtype</span> <span class="o">=</span> <span class="n">core</span><span class="o">.</span><span class="n">_create_cdtype_from_tuple</span><span class="p">(</span><span class="n">core</span><span class="o">.</span><span class="n">DataType</span><span class="p">,</span> <span class="o">*</span><span class="n">value</span><span class="o">.</span><span class="n">__dlpack_data_type__</span><span class="p">())</span>
+ <span class="n">dtype</span> <span class="o">=</span> <span class="nb">str</span><span class="o">.</span><span class="fm">__new__</span><span class="p">(</span><span class="n">_dtype</span><span class="o">.</span><span class="n">dtype</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">cdtype</span><span class="p">))</span>
+ <span class="n">dtype</span><span class="o">.</span><span class="n">_tvm_ffi_dtype</span> <span class="o">=</span> <span class="n">cdtype</span>
+ <span class="k">return</span> <span class="n">dtype</span>
<span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="ne">Exception</span><span class="p">):</span>
<span class="k">return</span> <span class="n">core</span><span class="o">.</span><span class="n">_convert_to_ffi_error</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
+ <span class="k">elif</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="s2">"__tvm_ffi_object__"</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">value</span><span class="o">.</span><span class="n">__tvm_ffi_object__</span><span class="p">()</span>
+ <span class="c1"># keep rest protocol values as it is as they can be handled by ffi function</span>
+ <span class="k">elif</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="s2">"__cuda_stream__"</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">value</span>
+ <span class="k">elif</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="s2">"__tvm_ffi_opaque_ptr__"</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">value</span>
+ <span class="k">elif</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="s2">"__dlpack_device__"</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">value</span>
+ <span class="k">elif</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="s2">"__tvm_ffi_int__"</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">value</span>
+ <span class="k">elif</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="s2">"__tvm_ffi_float__"</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">value</span>
<span class="k">else</span><span class="p">:</span>
<span class="c1"># in this case, it is an opaque python object</span>
<span class="k">return</span> <span class="n">core</span><span class="o">.</span><span class="n">_convert_to_opaque_object</span><span class="p">(</span><span class="n">value</span><span class="p">)</span></div>
@@ -747,7 +768,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_modules/tvm_ffi/_dtype.html b/ffi/_modules/tvm_ffi/_dtype.html
index aaeb3da34b..3d9d724055 100644
--- a/ffi/_modules/tvm_ffi/_dtype.html
+++ b/ffi/_modules/tvm_ffi/_dtype.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -601,7 +603,7 @@ document.write(`
<span class="c1"># KIND, either express or implied. See the License for the</span>
<span class="c1"># specific language governing permissions and limitations</span>
<span class="c1"># under the License.</span>
-<span class="sd">"""Lightweight ``dtype`` wrapper for TVM FFI."""</span>
+<span class="sd">"""Lightweight dtype wrapper for TVM FFI."""</span>
<span class="c1"># pylint: disable=invalid-name</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">__future__</span><span class="w"> </span><span class="kn">import</span> <span class="n">annotations</span>
@@ -636,9 +638,9 @@ document.write(`
<div class="viewcode-block" id="dtype">
<a class="viewcode-back" href="../../reference/python/generated/tvm_ffi.dtype.html#tvm_ffi.dtype">[docs]</a>
<span class="k">class</span><span class="w"> </span><span class="nc">dtype</span><span class="p">(</span><span class="nb">str</span><span class="p">):</span>
-<span class="w"> </span><span class="sd">"""Lightweight ``dtype`` in TVM FFI.</span>
+<span class="w"> </span><span class="sd">"""Lightweight data type in TVM FFI.</span>
-<span class="sd"> ``dtype`` behaves like a Python ``str`` but also carries an internal FFI</span>
+<span class="sd"> It behaves like a Python :class:`str` but also carries an internal FFI</span>
<span class="sd"> representation. You can construct it from strings, NumPy/ML dtypes, or</span>
<span class="sd"> via :py:meth:`from_dlpack_data_type`.</span>
@@ -720,7 +722,7 @@ document.write(`
<span class="sd"> Create vector dtypes from a scalar base.</span>
<span class="sd"> """</span>
- <span class="n">cdtype</span> <span class="o">=</span> <span class="n">core</span><span class="o">.</span><span class="n">_create_dtype_from_tuple</span><span class="p">(</span>
+ <span class="n">cdtype</span> <span class="o">=</span> <span class="n">core</span><span class="o">.</span><span class="n">_create_cdtype_from_tuple</span><span class="p">(</span>
<span class="n">core</span><span class="o">.</span><span class="n">DataType</span><span class="p">,</span>
<span class="n">dltype_data_type</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span>
<span class="n">dltype_data_type</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span>
@@ -766,7 +768,7 @@ document.write(`
<span class="sd"> Construct from a DLPack ``(code, bits, lanes)`` triple.</span>
<span class="sd"> """</span>
- <span class="n">cdtype</span> <span class="o">=</span> <span class="n">core</span><span class="o">.</span><span class="n">_create_dtype_from_tuple</span><span class="p">(</span>
+ <span class="n">cdtype</span> <span class="o">=</span> <span class="n">core</span><span class="o">.</span><span class="n">_create_cdtype_from_tuple</span><span class="p">(</span>
<span class="n">core</span><span class="o">.</span><span class="n">DataType</span><span class="p">,</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_tvm_ffi_dtype</span><span class="o">.</span><span class="n">type_code</span><span class="p">,</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_tvm_ffi_dtype</span><span class="o">.</span><span class="n">bits</span><span class="p">,</span>
@@ -910,7 +912,8 @@ document.write(`
<span class="n">dtype</span><span class="o">.</span><span class="n">_NUMPY_DTYPE_TO_STR</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">dtype</span><span class="p">(</span><span class="n">ml_dtypes</span><span class="o">.</span><span class="n">bfloat16</span><span class="p">)]</span> <span class="o">=</span> <span class="s2">"bfloat16"</span>
<span class="n">dtype</span><span class="o">.</span><span class="n">_NUMPY_DTYPE_TO_STR</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">dtype</span><span class="p">(</span><span class="n">ml_dtypes</span><span class="o">.</span><span class="n">float8_e4m3fn</span><span class="p">)]</span> <span class="o">=</span> <span class="s2">"float8_e4m3fn"</span>
<span class="n">dtype</span><span class="o">.</span><span class="n">_NUMPY_DTYPE_TO_STR</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">dtype</span><span class="p">(</span><span class="n">ml_dtypes</span><span class="o">.</span><span class="n">float8_e5m2</span><span class="p">)]</span> <span class="o">=</span> <span class="s2">"float8_e5m2"</span>
- <span class="n">dtype</span><span class="o">.</span><span class="n">_NUMPY_DTYPE_TO_STR</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">dtype</span><span class="p">(</span><span class="n">ml_dtypes</span><span class="o">.</span><span class="n">float4_e2m1fn</span><span class="p">)]</span> <span class="o">=</span> <span class="s2">"float4_e2m1fn"</span>
+ <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">ml_dtypes</span><span class="p">,</span> <span class="s2">"float4_e2m1fn"</span><span class="p">):</span> <span class="c1"># ml_dtypes >= 0.5.0</span>
+ <span class="n">dtype</span><span class="o">.</span><span class="n">_NUMPY_DTYPE_TO_STR</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">dtype</span><span class="p">(</span><span class="n">ml_dtypes</span><span class="o">.</span><span class="n">float4_e2m1fn</span><span class="p">)]</span> <span class="o">=</span> <span class="s2">"float4_e2m1fn"</span>
<span class="k">except</span> <span class="ne">ImportError</span><span class="p">:</span>
<span class="k">pass</span>
@@ -955,7 +958,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_modules/tvm_ffi/_tensor.html b/ffi/_modules/tvm_ffi/_tensor.html
index 3beb48ce1a..895b3079e0 100644
--- a/ffi/_modules/tvm_ffi/_tensor.html
+++ b/ffi/_modules/tvm_ffi/_tensor.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -738,7 +740,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_modules/tvm_ffi/access_path.html b/ffi/_modules/tvm_ffi/access_path.html
index f7798eb1c1..58bc230ab1 100644
--- a/ffi/_modules/tvm_ffi/access_path.html
+++ b/ffi/_modules/tvm_ffi/access_path.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -650,7 +652,7 @@ document.write(`
<span class="k">class</span><span class="w"> </span><span class="nc">AccessPath</span><span class="p">(</span><span class="n">Object</span><span class="p">):</span>
<span class="w"> </span><span class="sd">"""Access path container.</span>
-<span class="sd"> An ``AccessPath`` describes how to reach a nested attribute or item</span>
+<span class="sd"> It describes how to reach a nested attribute or item</span>
<span class="sd"> inside a complex FFI object by recording a sequence of steps</span>
<span class="sd"> (attribute, array index, or map key). It is primarily used by</span>
<span class="sd"> diagnostics to pinpoint structural mismatches.</span>
@@ -916,7 +918,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_modules/tvm_ffi/container.html b/ffi/_modules/tvm_ffi/container.html
index fcf035b646..39e3da187d 100644
--- a/ffi/_modules/tvm_ffi/container.html
+++ b/ffi/_modules/tvm_ffi/container.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -690,7 +692,7 @@ document.write(`
<span class="sd"> Returns</span>
<span class="sd"> -------</span>
<span class="sd"> result</span>
-<span class="sd"> The element for integer indices or a ``list`` for slices.</span>
+<span class="sd"> The element for integer indices or a :class:`list` for slices.</span>
<span class="sd"> """</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">idx</span><span class="p">,</span> <span class="nb">slice</span><span class="p">):</span>
@@ -1011,7 +1013,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_modules/tvm_ffi/cpp/load_inline.html b/ffi/_modules/tvm_ffi/cpp/extension.html
similarity index 76%
rename from ffi/_modules/tvm_ffi/cpp/load_inline.html
rename to ffi/_modules/tvm_ffi/cpp/extension.html
index 7fcd783542..102975bd7f 100644
--- a/ffi/_modules/tvm_ffi/cpp/load_inline.html
+++ b/ffi/_modules/tvm_ffi/cpp/extension.html
@@ -7,7 +7,7 @@
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <title>tvm_ffi.cpp.load_inline — tvm-ffi</title>
+ <title>tvm_ffi.cpp.extension — tvm-ffi</title>
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -57,13 +57,13 @@
import mermaid from "../../../_static/downloads/mermaid.esm.min.mjs";
window.addEventListener("load", () => mermaid.run());
</script>
- <script>DOCUMENTATION_OPTIONS.pagename = '_modules/tvm_ffi/cpp/load_inline';</script>
+ <script>DOCUMENTATION_OPTIONS.pagename = '_modules/tvm_ffi/cpp/extension';</script>
<link rel="icon" href="https://tvm.apache.org/images/logo/tvm-logo-square.png"/>
<link rel="index" title="Index" href="../../../genindex.html" />
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../../../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -584,7 +586,7 @@ document.write(`
<div id="searchbox"></div>
<article class="bd-article">
- <h1>Source code for tvm_ffi.cpp.load_inline</h1><div class="highlight"><pre>
+ <h1>Source code for tvm_ffi.cpp.extension</h1><div class="highlight"><pre>
<span></span><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
<span class="c1"># or more contributor license agreements. See the NOTICE file</span>
<span class="c1"># distributed with this work for additional information</span>
@@ -601,7 +603,7 @@ document.write(`
<span class="c1"># KIND, either express or implied. See the License for the</span>
<span class="c1"># specific language governing permissions and limitations</span>
<span class="c1"># under the License.</span>
-<span class="sd">"""Build and load inline C++/CUDA sources into a tvm_ffi Module using Ninja."""</span>
+<span class="sd">"""Build and load C++/CUDA sources into a tvm_ffi Module using Ninja."""</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">__future__</span><span class="w"> </span><span class="kn">import</span> <span class="n">annotations</span>
@@ -612,6 +614,7 @@ document.write(`
<span class="kn">import</span><span class="w"> </span><span class="nn">subprocess</span>
<span class="kn">import</span><span class="w"> </span><span class="nn">sys</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">collections.abc</span><span class="w"> </span><span class="kn">import</span> <span class="n">Mapping</span><span class="p">,</span> <span class="n">Sequence</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">contextlib</span><span class="w"> </span><span class="kn">import</span> <span class="n">nullcontext</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pathlib</span><span class="w"> </span><span class="kn">import</span> <span class="n">Path</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">tvm_ffi.libinfo</span><span class="w"> </span><span class="kn">import</span> <span class="n">find_dlpack_include_path</span><span class="p">,</span> <span class="n">find_include_path</span><span class="p">,</span> <span class="n">find_libtvm_ffi</span>
@@ -622,8 +625,10 @@ document.write(`
<span class="k">def</span><span class="w"> </span><span class="nf">_hash_sources</span><span class="p">(</span>
- <span class="n">cpp_source</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
- <span class="n">cuda_source</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+ <span class="n">cpp_source</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">cuda_source</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">cpp_files</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">cuda_files</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
<span class="n">functions</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="n">Mapping</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">],</span>
<span class="n">extra_cflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
<span class="n">extra_cuda_cflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
@@ -632,23 +637,32 @@ document.write(`
<span class="p">)</span> <span class="o">-></span> <span class="nb">str</span><span class="p">:</span>
<span class="w"> </span><span class="sd">"""Generate a unique hash for the given sources and functions."""</span>
<span class="n">m</span> <span class="o">=</span> <span class="n">hashlib</span><span class="o">.</span><span class="n">sha256</span><span class="p">()</span>
- <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">cpp_source</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
- <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">cuda_source</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
+
+ <span class="k">def</span><span class="w"> </span><span class="nf">_maybe_hash_string</span><span class="p">(</span><span class="n">source</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span>
+ <span class="k">if</span> <span class="n">source</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+ <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
+
+ <span class="k">def</span><span class="w"> </span><span class="nf">_hash_sequence</span><span class="p">(</span><span class="n">seq</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">])</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span>
+ <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">seq</span><span class="p">:</span>
+ <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">item</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
+
+ <span class="k">def</span><span class="w"> </span><span class="nf">_hash_mapping</span><span class="p">(</span><span class="n">mapping</span><span class="p">:</span> <span class="n">Mapping</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">])</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span>
+ <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">mapping</span><span class="p">):</span>
+ <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">key</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
+ <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">mapping</span><span class="p">[</span><span class="n">key</span><span class="p">]</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
+
+ <span class="n">_maybe_hash_string</span><span class="p">(</span><span class="n">cpp_source</span><span class="p">)</span>
+ <span class="n">_maybe_hash_string</span><span class="p">(</span><span class="n">cuda_source</span><span class="p">)</span>
+ <span class="n">_hash_sequence</span><span class="p">(</span><span class="nb">sorted</span><span class="p">(</span><span class="n">cpp_files</span> <span class="ow">or</span> <span class="p">[]))</span>
+ <span class="n">_hash_sequence</span><span class="p">(</span><span class="nb">sorted</span><span class="p">(</span><span class="n">cuda_files</span> <span class="ow">or</span> <span class="p">[]))</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">functions</span><span class="p">,</span> <span class="n">Mapping</span><span class="p">):</span>
- <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">functions</span><span class="p">):</span>
- <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">name</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
- <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">functions</span><span class="p">[</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
+ <span class="n">_hash_mapping</span><span class="p">(</span><span class="n">functions</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
- <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">functions</span><span class="p">):</span>
- <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">name</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
- <span class="k">for</span> <span class="n">flag</span> <span class="ow">in</span> <span class="n">extra_cflags</span><span class="p">:</span>
- <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">flag</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
- <span class="k">for</span> <span class="n">flag</span> <span class="ow">in</span> <span class="n">extra_cuda_cflags</span><span class="p">:</span>
- <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">flag</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
- <span class="k">for</span> <span class="n">flag</span> <span class="ow">in</span> <span class="n">extra_ldflags</span><span class="p">:</span>
- <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">flag</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
- <span class="k">for</span> <span class="n">path</span> <span class="ow">in</span> <span class="n">extra_include_paths</span><span class="p">:</span>
- <span class="n">m</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">path</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">"utf-8"</span><span class="p">))</span>
+ <span class="n">_hash_sequence</span><span class="p">(</span><span class="nb">sorted</span><span class="p">(</span><span class="n">functions</span><span class="p">))</span>
+ <span class="n">_hash_sequence</span><span class="p">(</span><span class="n">extra_cflags</span><span class="p">)</span>
+ <span class="n">_hash_sequence</span><span class="p">(</span><span class="n">extra_cuda_cflags</span><span class="p">)</span>
+ <span class="n">_hash_sequence</span><span class="p">(</span><span class="n">extra_ldflags</span><span class="p">)</span>
+ <span class="n">_hash_sequence</span><span class="p">(</span><span class="n">extra_include_paths</span><span class="p">)</span>
<span class="k">return</span> <span class="n">m</span><span class="o">.</span><span class="n">hexdigest</span><span class="p">()[:</span><span class="mi">16</span><span class="p">]</span>
@@ -784,12 +798,13 @@ document.write(`
<span class="k">def</span><span class="w"> </span><span class="nf">_generate_ninja_build</span><span class="p">(</span> <span class="c1"># noqa: PLR0915</span>
<span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
- <span class="n">build_dir</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="n">with_cuda</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span>
<span class="n">extra_cflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
<span class="n">extra_cuda_cflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
<span class="n">extra_ldflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
<span class="n">extra_include_paths</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
+ <span class="n">cpp_files</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
+ <span class="n">cuda_files</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
<span class="p">)</span> <span class="o">-></span> <span class="nb">str</span><span class="p">:</span>
<span class="w"> </span><span class="sd">"""Generate the content of build.ninja for building the module."""</span>
<span class="n">default_include_paths</span> <span class="o">=</span> <span class="p">[</span><span class="n">find_include_path</span><span class="p">(),</span> <span class="n">find_dlpack_include_path</span><span class="p">()]</span>
@@ -845,7 +860,7 @@ document.write(`
<span class="n">cuda_cflags</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"-I</span><span class="si">{}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">path</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">":"</span><span class="p">,</span> <span class="s2">"$:"</span><sp [...]
<span class="c1"># flags</span>
- <span class="n">ninja</span> <span class="o">=</span> <span class="p">[]</span>
+ <span class="n">ninja</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">ninja</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"ninja_required_version = 1.3"</span><span class="p">)</span>
<span class="n">ninja</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"cxx = </span><span class="si">{}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"CXX"</span><span class="p">,</spa [...]
<span class="n">ninja</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"cflags = </span><span class="si">{}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s2">" "</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">cflags</span><span class="p">)))</span>
@@ -883,20 +898,21 @@ document.write(`
<span class="n">ninja</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">""</span><span class="p">)</span>
<span class="c1"># build targets</span>
- <span class="n">ninja</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
- <span class="s2">"build main.o: compile </span><span class="si">{}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
- <span class="nb">str</span><span class="p">((</span><span class="n">Path</span><span class="p">(</span><span class="n">build_dir</span><span class="p">)</span> <span class="o">/</span> <span class="s2">"main.cpp"</span><span class="p">)</span><span class="o">.</span><span class="n">resolve</span><span class="p">())</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">":"</span><span class="p">,</span> <span c [...]
- <span class="p">)</span>
- <span class="p">)</span>
- <span class="k">if</span> <span class="n">with_cuda</span><span class="p">:</span>
- <span class="n">ninja</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
- <span class="s2">"build cuda.o: compile_cuda </span><span class="si">{}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
- <span class="nb">str</span><span class="p">((</span><span class="n">Path</span><span class="p">(</span><span class="n">build_dir</span><span class="p">)</span> <span class="o">/</span> <span class="s2">"cuda.cu"</span><span class="p">)</span><span class="o">.</span><span class="n">resolve</span><span class="p">())</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">":"</span><span class="p">,</span> <spa [...]
- <span class="p">)</span>
- <span class="p">)</span>
+ <span class="n">link_files</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
+ <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">cpp_path</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="nb">sorted</span><span class="p">(</span><span class="n">cpp_files</span><span class="p">)):</span>
+ <span class="n">obj_name</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"cpp_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">.o"</span>
+ <span class="n">ninja</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"build </span><span class="si">{}</span><span class="s2">: compile </span><span class="si">{}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">obj_name</span><span class="p">,</span> <span class="n">cpp_path</span><span class="o">.</span><span class="n">replace</span><span cla [...]
+ <span class="n">link_files</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">obj_name</span><span class="p">)</span>
+
+ <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">cuda_path</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="nb">sorted</span><span class="p">(</span><span class="n">cuda_files</span><span class="p">)):</span>
+ <span class="n">obj_name</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"cuda_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">.o"</span>
+ <span class="n">ninja</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"build </span><span class="si">{}</span><span class="s2">: compile_cuda </span><span class="si">{}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">obj_name</span><span class="p">,</span> <span class="n">cuda_path</span><span class="o">.</span><span class="n">replace</span><sp [...]
+ <span class="n">link_files</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">obj_name</span><span class="p">)</span>
+
<span class="c1"># Use appropriate extension based on platform</span>
<span class="n">ext</span> <span class="o">=</span> <span class="s2">".dll"</span> <span class="k">if</span> <span class="n">IS_WINDOWS</span> <span class="k">else</span> <span class="s2">".so"</span>
- <span class="n">ninja</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"build </span><span class="si">{}{}</span><span class="s2">: link main.o</span><span class="si">{}</span><span class="s2">"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="n">ext</span><span class="p">,</span> <span class="s2">" cuda.o"</span> <s [...]
+ <span class="n">link_name</span> <span class="o">=</span> <span class="s2">" "</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">link_files</span><span class="p">)</span>
+ <span class="n">ninja</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="sa">f</span><span class="s2">"build </span><span class="si">{</span><span class="n">name</span><span class="si">}{</span><span class="n">ext</span><span class="si">}</span><span class="s2">: link </span><span class="si">{</span><span class="n">link_name</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
<span class="n">ninja</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">""</span><span class="p">)</span>
<span class="c1"># default target</span>
@@ -947,9 +963,84 @@ document.write(`
<span class="k">return</span> <span class="s2">"</span><span class="se">\n</span><span class="s2">"</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">sources</span><span class="p">)</span>
+<span class="k">def</span><span class="w"> </span><span class="nf">_str_seq2list</span><span class="p">(</span><span class="n">seq</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="nb">list</span><span class="p">[</span><span class [...]
+ <span class="k">if</span> <span class="n">seq</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+ <span class="k">return</span> <span class="p">[]</span>
+ <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">seq</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+ <span class="k">return</span> <span class="p">[</span><span class="n">seq</span><span class="p">]</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="n">seq</span><span class="p">)</span>
+
+
+<span class="k">def</span><span class="w"> </span><span class="nf">_build_impl</span><span class="p">(</span>
+ <span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+ <span class="n">cpp_files</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">cuda_files</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_cflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_cuda_cflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_ldflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_include_paths</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">build_directory</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">need_lock</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-></span> <span class="nb">str</span><span class="p">:</span>
+<span class="w"> </span><span class="sd">"""Real implementation of build function."""</span>
+ <span class="c1"># need to resolve the path to make it unique</span>
+ <span class="n">cpp_path_list</span> <span class="o">=</span> <span class="p">[</span><span class="nb">str</span><span class="p">(</span><span class="n">Path</span><span class="p">(</span><span class="n">p</span><span class="p">)</span><span class="o">.</span><span class="n">resolve</span><span class="p">())</span> <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">_str_seq2list</span><span class="p">(</span><span class="n">cpp_files</span> [...]
+ <span class="n">cuda_path_list</span> <span class="o">=</span> <span class="p">[</span><span class="nb">str</span><span class="p">(</span><span class="n">Path</span><span class="p">(</span><span class="n">p</span><span class="p">)</span><span class="o">.</span><span class="n">resolve</span><span class="p">())</span> <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">_str_seq2list</span><span class="p">(</span><span class="n">cuda_files</spa [...]
+ <span class="n">with_cpp</span> <span class="o">=</span> <span class="nb">bool</span><span class="p">(</span><span class="n">cpp_path_list</span><span class="p">)</span>
+ <span class="n">with_cuda</span> <span class="o">=</span> <span class="nb">bool</span><span class="p">(</span><span class="n">cuda_path_list</span><span class="p">)</span>
+ <span class="k">assert</span> <span class="n">with_cpp</span> <span class="ow">or</span> <span class="n">with_cuda</span><span class="p">,</span> <span class="s2">"Either cpp_files or cuda_files must be provided."</span>
+
+ <span class="n">extra_ldflags_list</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">extra_ldflags</span><span class="p">)</span> <span class="k">if</span> <span class="n">extra_ldflags</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="p">[]</span>
+ <span class="n">extra_cflags_list</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">extra_cflags</span><span class="p">)</span> <span class="k">if</span> <span class="n">extra_cflags</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="p">[]</span>
+ <span class="n">extra_cuda_cflags_list</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">extra_cuda_cflags</span><span class="p">)</span> <span class="k">if</span> <span class="n">extra_cuda_cflags</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="p">[]</span>
+ <span class="n">extra_include_paths_list</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">extra_include_paths</span><span class="p">)</span> <span class="k">if</span> <span class="n">extra_include_paths</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="p">[]</span>
+
+ <span class="n">build_dir</span><span class="p">:</span> <span class="n">Path</span>
+ <span class="k">if</span> <span class="n">build_directory</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+ <span class="n">cache_dir</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"TVM_FFI_CACHE_DIR"</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">Path</span><span class="p">(</span><span class="s2">"~/.cache/tvm-ffi"</span><span class="p">)</span><span class="o">. [...]
+ <span class="n">source_hash</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">_hash_sources</span><span class="p">(</span>
+ <span class="kc">None</span><span class="p">,</span>
+ <span class="kc">None</span><span class="p">,</span>
+ <span class="n">cpp_path_list</span><span class="p">,</span>
+ <span class="n">cuda_path_list</span><span class="p">,</span>
+ <span class="p">{},</span>
+ <span class="n">extra_cflags_list</span><span class="p">,</span>
+ <span class="n">extra_cuda_cflags_list</span><span class="p">,</span>
+ <span class="n">extra_ldflags_list</span><span class="p">,</span>
+ <span class="n">extra_include_paths_list</span><span class="p">,</span>
+ <span class="p">)</span>
+ <span class="n">build_dir</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">cache_dir</span><span class="p">)</span><span class="o">.</span><span class="n">expanduser</span><span class="p">()</span> <span class="o">/</span> <span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">name</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">source_hash</ [...]
+ <span class="k">else</span><span class="p">:</span>
+ <span class="n">build_dir</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">build_directory</span><span class="p">)</span><span class="o">.</span><span class="n">resolve</span><span class="p">()</span>
+ <span class="n">build_dir</span><span class="o">.</span><span class="n">mkdir</span><span class="p">(</span><span class="n">parents</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">exist_ok</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+ <span class="c1"># generate build.ninja</span>
+ <span class="n">ninja_source</span> <span class="o">=</span> <span class="n">_generate_ninja_build</span><span class="p">(</span>
+ <span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span>
+ <span class="n">with_cuda</span><span class="o">=</span><span class="n">with_cuda</span><span class="p">,</span>
+ <span class="n">extra_cflags</span><span class="o">=</span><span class="n">extra_cflags_list</span><span class="p">,</span>
+ <span class="n">extra_cuda_cflags</span><span class="o">=</span><span class="n">extra_cuda_cflags_list</span><span class="p">,</span>
+ <span class="n">extra_ldflags</span><span class="o">=</span><span class="n">extra_ldflags_list</span><span class="p">,</span>
+ <span class="n">extra_include_paths</span><span class="o">=</span><span class="n">extra_include_paths_list</span><span class="p">,</span>
+ <span class="n">cpp_files</span><span class="o">=</span><span class="n">cpp_path_list</span><span class="p">,</span>
+ <span class="n">cuda_files</span><span class="o">=</span><span class="n">cuda_path_list</span><span class="p">,</span>
+ <span class="p">)</span>
+
+ <span class="c1"># may not hold lock when build_directory is specified, prevent deadlock</span>
+ <span class="k">with</span> <span class="n">FileLock</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">build_dir</span> <span class="o">/</span> <span class="s2">"lock"</span><span class="p">))</span> <span class="k">if</span> <span class="n">need_lock</span> <span class="k">else</span> <span class="n">nullcontext</span><span class="p">():</span>
+ <span class="c1"># write build.ninja if it does not already exist</span>
+ <span class="n">_maybe_write</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">build_dir</span> <span class="o">/</span> <span class="s2">"build.ninja"</span><span class="p">),</span> <span class="n">ninja_source</span><span class="p">)</span>
+ <span class="c1"># build the module</span>
+ <span class="n">build_ninja</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">build_dir</span><span class="p">))</span>
+ <span class="c1"># Use appropriate extension based on platform</span>
+ <span class="n">ext</span> <span class="o">=</span> <span class="s2">".dll"</span> <span class="k">if</span> <span class="n">IS_WINDOWS</span> <span class="k">else</span> <span class="s2">".so"</span>
+ <span class="k">return</span> <span class="nb">str</span><span class="p">((</span><span class="n">build_dir</span> <span class="o">/</span> <span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">name</span><span class="si">}{</span><span class="n">ext</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span><span class="o">.</span><span class="n">resolve</span><span class="p">())</span>
+
+
<div class="viewcode-block" id="build_inline">
<a class="viewcode-back" href="../../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html#tvm_ffi.cpp.build_inline">[docs]</a>
-<span class="k">def</span><span class="w"> </span><span class="nf">build_inline</span><span class="p">(</span> <span class="c1"># noqa: PLR0915, PLR0912</span>
+<span class="k">def</span><span class="w"> </span><span class="nf">build_inline</span><span class="p">(</span>
<span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
<span class="o">*</span><span class="p">,</span>
<span class="n">cpp_sources</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
@@ -1073,22 +1164,12 @@ document.write(`
<span class="sd"> torch.testing.assert_close(x + 1, y)</span>
<span class="sd"> """</span>
- <span class="k">if</span> <span class="n">cpp_sources</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
- <span class="n">cpp_source_list</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
- <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">cpp_sources</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
- <span class="n">cpp_source_list</span> <span class="o">=</span> <span class="p">[</span><span class="n">cpp_sources</span><span class="p">]</span>
- <span class="k">else</span><span class="p">:</span>
- <span class="n">cpp_source_list</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">cpp_sources</span><span class="p">)</span>
+ <span class="n">cpp_source_list</span> <span class="o">=</span> <span class="n">_str_seq2list</span><span class="p">(</span><span class="n">cpp_sources</span><span class="p">)</span>
<span class="n">cpp_source</span> <span class="o">=</span> <span class="s2">"</span><span class="se">\n</span><span class="s2">"</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">cpp_source_list</span><span class="p">)</span>
<span class="n">with_cpp</span> <span class="o">=</span> <span class="nb">bool</span><span class="p">(</span><span class="n">cpp_source_list</span><span class="p">)</span>
<span class="k">del</span> <span class="n">cpp_source_list</span>
- <span class="k">if</span> <span class="n">cuda_sources</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
- <span class="n">cuda_source_list</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
- <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">cuda_sources</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
- <span class="n">cuda_source_list</span> <span class="o">=</span> <span class="p">[</span><span class="n">cuda_sources</span><span class="p">]</span>
- <span class="k">else</span><span class="p">:</span>
- <span class="n">cuda_source_list</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">cuda_sources</span><span class="p">)</span>
+ <span class="n">cuda_source_list</span> <span class="o">=</span> <span class="n">_str_seq2list</span><span class="p">(</span><span class="n">cuda_sources</span><span class="p">)</span>
<span class="n">cuda_source</span> <span class="o">=</span> <span class="s2">"</span><span class="se">\n</span><span class="s2">"</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">cuda_source_list</span><span class="p">)</span>
<span class="n">with_cuda</span> <span class="o">=</span> <span class="nb">bool</span><span class="p">(</span><span class="n">cuda_source_list</span><span class="p">)</span>
<span class="k">del</span> <span class="n">cuda_source_list</span>
@@ -1122,6 +1203,8 @@ document.write(`
<span class="n">source_hash</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">_hash_sources</span><span class="p">(</span>
<span class="n">cpp_source</span><span class="p">,</span>
<span class="n">cuda_source</span><span class="p">,</span>
+ <span class="kc">None</span><span class="p">,</span>
+ <span class="kc">None</span><span class="p">,</span>
<span class="n">function_map</span><span class="p">,</span>
<span class="n">extra_cflags_list</span><span class="p">,</span>
<span class="n">extra_cuda_cflags_list</span><span class="p">,</span>
@@ -1133,27 +1216,26 @@ document.write(`
<span class="n">build_dir</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">build_directory</span><span class="p">)</span><span class="o">.</span><span class="n">resolve</span><span class="p">()</span>
<span class="n">build_dir</span><span class="o">.</span><span class="n">mkdir</span><span class="p">(</span><span class="n">parents</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">exist_ok</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
- <span class="c1"># generate build.ninja</span>
- <span class="n">ninja_source</span> <span class="o">=</span> <span class="n">_generate_ninja_build</span><span class="p">(</span>
- <span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span>
- <span class="n">build_dir</span><span class="o">=</span><span class="nb">str</span><span class="p">(</span><span class="n">build_dir</span><span class="p">),</span>
- <span class="n">with_cuda</span><span class="o">=</span><span class="n">with_cuda</span><span class="p">,</span>
- <span class="n">extra_cflags</span><span class="o">=</span><span class="n">extra_cflags_list</span><span class="p">,</span>
- <span class="n">extra_cuda_cflags</span><span class="o">=</span><span class="n">extra_cuda_cflags_list</span><span class="p">,</span>
- <span class="n">extra_ldflags</span><span class="o">=</span><span class="n">extra_ldflags_list</span><span class="p">,</span>
- <span class="n">extra_include_paths</span><span class="o">=</span><span class="n">extra_include_paths_list</span><span class="p">,</span>
- <span class="p">)</span>
+ <span class="n">cpp_file</span> <span class="o">=</span> <span class="nb">str</span><span class="p">((</span><span class="n">build_dir</span> <span class="o">/</span> <span class="s2">"main.cpp"</span><span class="p">)</span><span class="o">.</span><span class="n">resolve</span><span class="p">())</span>
+ <span class="n">cuda_file</span> <span class="o">=</span> <span class="nb">str</span><span class="p">((</span><span class="n">build_dir</span> <span class="o">/</span> <span class="s2">"cuda.cu"</span><span class="p">)</span><span class="o">.</span><span class="n">resolve</span><span class="p">())</span>
+
<span class="k">with</span> <span class="n">FileLock</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">build_dir</span> <span class="o">/</span> <span class="s2">"lock"</span><span class="p">)):</span>
- <span class="c1"># write source files and build.ninja if they do not already exist</span>
- <span class="n">_maybe_write</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">build_dir</span> <span class="o">/</span> <span class="s2">"main.cpp"</span><span class="p">),</span> <span class="n">cpp_source</span><span class="p">)</span>
+ <span class="c1"># write source files if they do not already exist</span>
+ <span class="n">_maybe_write</span><span class="p">(</span><span class="n">cpp_file</span><span class="p">,</span> <span class="n">cpp_source</span><span class="p">)</span>
<span class="k">if</span> <span class="n">with_cuda</span><span class="p">:</span>
- <span class="n">_maybe_write</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">build_dir</span> <span class="o">/</span> <span class="s2">"cuda.cu"</span><span class="p">),</span> <span class="n">cuda_source</span><span class="p">)</span>
- <span class="n">_maybe_write</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">build_dir</span> <span class="o">/</span> <span class="s2">"build.ninja"</span><span class="p">),</span> <span class="n">ninja_source</span><span class="p">)</span>
- <span class="c1"># build the module</span>
- <span class="n">build_ninja</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">build_dir</span><span class="p">))</span>
- <span class="c1"># Use appropriate extension based on platform</span>
- <span class="n">ext</span> <span class="o">=</span> <span class="s2">".dll"</span> <span class="k">if</span> <span class="n">IS_WINDOWS</span> <span class="k">else</span> <span class="s2">".so"</span>
- <span class="k">return</span> <span class="nb">str</span><span class="p">((</span><span class="n">build_dir</span> <span class="o">/</span> <span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">name</span><span class="si">}{</span><span class="n">ext</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span><span class="o">.</span><span class="n">resolve</span><span class="p">())</span></div>
+ <span class="n">_maybe_write</span><span class="p">(</span><span class="n">cuda_file</span><span class="p">,</span> <span class="n">cuda_source</span><span class="p">)</span>
+
+ <span class="k">return</span> <span class="n">_build_impl</span><span class="p">(</span>
+ <span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span>
+ <span class="n">cpp_files</span><span class="o">=</span><span class="p">[</span><span class="n">cpp_file</span><span class="p">]</span> <span class="k">if</span> <span class="n">with_cpp</span> <span class="k">else</span> <span class="p">[],</span>
+ <span class="n">cuda_files</span><span class="o">=</span><span class="p">[</span><span class="n">cuda_file</span><span class="p">]</span> <span class="k">if</span> <span class="n">with_cuda</span> <span class="k">else</span> <span class="p">[],</span>
+ <span class="n">extra_cflags</span><span class="o">=</span><span class="n">extra_cflags_list</span><span class="p">,</span>
+ <span class="n">extra_cuda_cflags</span><span class="o">=</span><span class="n">extra_cuda_cflags_list</span><span class="p">,</span>
+ <span class="n">extra_ldflags</span><span class="o">=</span><span class="n">extra_ldflags_list</span><span class="p">,</span>
+ <span class="n">extra_include_paths</span><span class="o">=</span><span class="n">extra_include_paths_list</span><span class="p">,</span>
+ <span class="n">build_directory</span><span class="o">=</span><span class="nb">str</span><span class="p">(</span><span class="n">build_dir</span><span class="p">),</span>
+ <span class="n">need_lock</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="c1"># already hold the lock</span>
+ <span class="p">)</span></div>
@@ -1295,6 +1377,289 @@ document.write(`
<span class="p">)</span>
<span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="build">
+<a class="viewcode-back" href="../../../reference/python/cpp/generated/tvm_ffi.cpp.build.html#tvm_ffi.cpp.build">[docs]</a>
+<span class="k">def</span><span class="w"> </span><span class="nf">build</span><span class="p">(</span>
+ <span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+ <span class="o">*</span><span class="p">,</span>
+ <span class="n">cpp_files</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">cuda_files</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_cflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_cuda_cflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_ldflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_include_paths</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">build_directory</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-></span> <span class="nb">str</span><span class="p">:</span>
+<span class="w"> </span><span class="sd">"""Compile and build a C++/CUDA module from source files.</span>
+
+<span class="sd"> This function compiles the given C++ and/or CUDA source files into a shared library. Both ``cpp_files`` and</span>
+<span class="sd"> ``cuda_files`` are compiled to object files, and then linked together into a shared library. It's possible to only</span>
+<span class="sd"> provide cpp_files or cuda_files. The path to the compiled shared library is returned.</span>
+
+<span class="sd"> Note that this function does not automatically export functions to the tvm ffi module. You need to</span>
+<span class="sd"> manually use the TVM FFI export macros (e.g., ``TVM_FFI_DLL_EXPORT_TYPED_FUNC``) in your source files to export</span>
+<span class="sd"> functions. This gives you more control over which functions are exported and how they are exported.</span>
+
+<span class="sd"> Extra compiler and linker flags can be provided via the ``extra_cflags``, ``extra_cuda_cflags``, and ``extra_ldflags``</span>
+<span class="sd"> parameters. The default flags are generally sufficient for most use cases, but you may need to provide additional</span>
+<span class="sd"> flags for your specific use case.</span>
+
+<span class="sd"> The include dir of tvm ffi and dlpack are used by default for the compiler to find the headers. Thus, you can</span>
+<span class="sd"> include any header from tvm ffi in your source files. You can also provide additional include paths via the</span>
+<span class="sd"> ``extra_include_paths`` parameter and include custom headers in your source code.</span>
+
+<span class="sd"> The compiled shared library is cached in a cache directory to avoid recompilation. The `build_directory` parameter</span>
+<span class="sd"> is provided to specify the build directory. If not specified, a default tvm ffi cache directory will be used.</span>
+<span class="sd"> The default cache directory can be specified via the `TVM_FFI_CACHE_DIR` environment variable. If not specified,</span>
+<span class="sd"> the default cache directory is ``~/.cache/tvm-ffi``.</span>
+
+<span class="sd"> Parameters</span>
+<span class="sd"> ----------</span>
+<span class="sd"> name</span>
+<span class="sd"> The name of the tvm ffi module.</span>
+<span class="sd"> cpp_files</span>
+<span class="sd"> The C++ source files to compile. It can be a list of file paths or a single file path. Both absolute and</span>
+<span class="sd"> relative paths are supported.</span>
+<span class="sd"> cuda_files</span>
+<span class="sd"> The CUDA source files to compile. It can be a list of file paths or a single file path. Both absolute and</span>
+<span class="sd"> relative paths are supported.</span>
+<span class="sd"> extra_cflags</span>
+<span class="sd"> The extra compiler flags for C++ compilation.</span>
+<span class="sd"> The default flags are:</span>
+
+<span class="sd"> - On Linux/macOS: ['-std=c++17', '-fPIC', '-O2']</span>
+<span class="sd"> - On Windows: ['/std:c++17', '/MD', '/O2']</span>
+
+<span class="sd"> extra_cuda_cflags</span>
+<span class="sd"> The extra compiler flags for CUDA compilation.</span>
+<span class="sd"> The default flags are:</span>
+
+<span class="sd"> - ['-Xcompiler', '-fPIC', '-std=c++17', '-O2'] (Linux/macOS)</span>
+<span class="sd"> - ['-Xcompiler', '/std:c++17', '/O2'] (Windows)</span>
+
+<span class="sd"> extra_ldflags</span>
+<span class="sd"> The extra linker flags.</span>
+<span class="sd"> The default flags are:</span>
+
+<span class="sd"> - On Linux/macOS: ['-shared', '-L<tvm_ffi_lib_path>', '-ltvm_ffi']</span>
+<span class="sd"> - On Windows: ['/DLL', '/LIBPATH:<tvm_ffi_lib_path>', '<tvm_ffi_lib_name>.lib']</span>
+
+<span class="sd"> extra_include_paths</span>
+<span class="sd"> The extra include paths for header files. Both absolute and relative paths are supported.</span>
+
+<span class="sd"> build_directory</span>
+<span class="sd"> The build directory. If not specified, a default tvm ffi cache directory will be used. By default, the</span>
+<span class="sd"> cache directory is ``~/.cache/tvm-ffi``. You can also set the ``TVM_FFI_CACHE_DIR`` environment variable to</span>
+<span class="sd"> specify the cache directory.</span>
+
+<span class="sd"> Returns</span>
+<span class="sd"> -------</span>
+<span class="sd"> lib_path: str</span>
+<span class="sd"> The path to the built shared library.</span>
+
+<span class="sd"> Example</span>
+<span class="sd"> -------</span>
+
+<span class="sd"> .. code-block:: python</span>
+
+<span class="sd"> import torch</span>
+<span class="sd"> from tvm_ffi import Module</span>
+<span class="sd"> import tvm_ffi.cpp</span>
+
+<span class="sd"> # Assume we have a C++ source file "my_ops.cpp" with the following content:</span>
+<span class="sd"> # ```cpp</span>
+<span class="sd"> # #include <tvm/ffi/container/tensor.h></span>
+<span class="sd"> # #include <tvm/ffi/dtype.h></span>
+<span class="sd"> # #include <tvm/ffi/error.h></span>
+<span class="sd"> # #include <tvm/ffi/extra/c_env_api.h></span>
+<span class="sd"> # #include <tvm/ffi/function.h></span>
+<span class="sd"> #</span>
+<span class="sd"> # void add_one_cpu(tvm::ffi::TensorView x, tvm::ffi::TensorView y) {</span>
+<span class="sd"> # TVM_FFI_ICHECK(x.ndim() == 1) << "x must be a 1D tensor";</span>
+<span class="sd"> # DLDataType f32_dtype{kDLFloat, 32, 1};</span>
+<span class="sd"> # TVM_FFI_ICHECK(x.dtype() == f32_dtype) << "x must be a float tensor";</span>
+<span class="sd"> # TVM_FFI_ICHECK(y.ndim() == 1) << "y must be a 1D tensor";</span>
+<span class="sd"> # TVM_FFI_ICHECK(y.dtype() == f32_dtype) << "y must be a float tensor";</span>
+<span class="sd"> # TVM_FFI_ICHECK(x.size(0) == y.size(0)) << "x and y must have the same shape";</span>
+<span class="sd"> # for (int i = 0; i < x.size(0); ++i) {</span>
+<span class="sd"> # static_cast<float*>(y.data_ptr())[i] = static_cast<float*>(x.data_ptr())[i] + 1;</span>
+<span class="sd"> # }</span>
+<span class="sd"> # }</span>
+<span class="sd"> #</span>
+<span class="sd"> # TVM_FFI_DLL_EXPORT_TYPED_FUNC(add_one_cpu, add_one_cpu);</span>
+<span class="sd"> # ```</span>
+
+<span class="sd"> # compile the cpp source file and get the library path</span>
+<span class="sd"> lib_path: str = tvm_ffi.cpp.build(</span>
+<span class="sd"> name='my_ops',</span>
+<span class="sd"> cpp_files='my_ops.cpp'</span>
+<span class="sd"> )</span>
+
+<span class="sd"> # load the module</span>
+<span class="sd"> mod: Module = tvm_ffi.load_module(lib_path)</span>
+
+<span class="sd"> # use the function from the loaded module</span>
+<span class="sd"> x = torch.tensor([1, 2, 3, 4, 5], dtype=torch.float32)</span>
+<span class="sd"> y = torch.empty_like(x)</span>
+<span class="sd"> mod.add_one_cpu(x, y)</span>
+<span class="sd"> torch.testing.assert_close(x + 1, y)</span>
+
+<span class="sd"> """</span>
+ <span class="k">return</span> <span class="n">_build_impl</span><span class="p">(</span>
+ <span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span>
+ <span class="n">cpp_files</span><span class="o">=</span><span class="n">cpp_files</span><span class="p">,</span>
+ <span class="n">cuda_files</span><span class="o">=</span><span class="n">cuda_files</span><span class="p">,</span>
+ <span class="n">extra_cflags</span><span class="o">=</span><span class="n">extra_cflags</span><span class="p">,</span>
+ <span class="n">extra_cuda_cflags</span><span class="o">=</span><span class="n">extra_cuda_cflags</span><span class="p">,</span>
+ <span class="n">extra_ldflags</span><span class="o">=</span><span class="n">extra_ldflags</span><span class="p">,</span>
+ <span class="n">extra_include_paths</span><span class="o">=</span><span class="n">extra_include_paths</span><span class="p">,</span>
+ <span class="n">build_directory</span><span class="o">=</span><span class="n">build_directory</span><span class="p">,</span>
+ <span class="n">need_lock</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
+ <span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="load">
+<a class="viewcode-back" href="../../../reference/python/cpp/generated/tvm_ffi.cpp.load.html#tvm_ffi.cpp.load">[docs]</a>
+<span class="k">def</span><span class="w"> </span><span class="nf">load</span><span class="p">(</span>
+ <span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+ <span class="o">*</span><span class="p">,</span>
+ <span class="n">cpp_files</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">cuda_files</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_cflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_cuda_cflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_ldflags</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">extra_include_paths</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+ <span class="n">build_directory</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-></span> <span class="n">Module</span><span class="p">:</span>
+<span class="w"> </span><span class="sd">"""Compile, build and load a C++/CUDA module from source files.</span>
+
+<span class="sd"> This function compiles the given C++ and/or CUDA source files into a shared library and loads it as a tvm ffi</span>
+<span class="sd"> module. Both ``cpp_files`` and ``cuda_files`` are compiled to object files, and then linked together into a shared</span>
+<span class="sd"> library. It's possible to only provide cpp_files or cuda_files.</span>
+
+<span class="sd"> Note that this function does not automatically export functions to the tvm ffi module. You need to</span>
+<span class="sd"> manually use the TVM FFI export macros (e.g., :c:macro:`TVM_FFI_DLL_EXPORT_TYPED_FUNC`) in your source files to export</span>
+<span class="sd"> functions. This gives you more control over which functions are exported and how they are exported.</span>
+
+<span class="sd"> Extra compiler and linker flags can be provided via the ``extra_cflags``, ``extra_cuda_cflags``, and ``extra_ldflags``</span>
+<span class="sd"> parameters. The default flags are generally sufficient for most use cases, but you may need to provide additional</span>
+<span class="sd"> flags for your specific use case.</span>
+
+<span class="sd"> The include dir of tvm ffi and dlpack are used by default for the compiler to find the headers. Thus, you can</span>
+<span class="sd"> include any header from tvm ffi in your source files. You can also provide additional include paths via the</span>
+<span class="sd"> ``extra_include_paths`` parameter and include custom headers in your source code.</span>
+
+<span class="sd"> The compiled shared library is cached in a cache directory to avoid recompilation. The `build_directory` parameter</span>
+<span class="sd"> is provided to specify the build directory. If not specified, a default tvm ffi cache directory will be used.</span>
+<span class="sd"> The default cache directory can be specified via the `TVM_FFI_CACHE_DIR` environment variable. If not specified,</span>
+<span class="sd"> the default cache directory is ``~/.cache/tvm-ffi``.</span>
+
+<span class="sd"> Parameters</span>
+<span class="sd"> ----------</span>
+<span class="sd"> name: str</span>
+<span class="sd"> The name of the tvm ffi module.</span>
+<span class="sd"> cpp_files: Sequence[str] | str, optional</span>
+<span class="sd"> The C++ source files to compile. It can be a list of file paths or a single file path. Both absolute and</span>
+<span class="sd"> relative paths are supported.</span>
+<span class="sd"> cuda_files: Sequence[str] | str, optional</span>
+<span class="sd"> The CUDA source files to compile. It can be a list of file paths or a single file path. Both absolute and</span>
+<span class="sd"> relative paths are supported.</span>
+<span class="sd"> extra_cflags: Sequence[str], optional</span>
+<span class="sd"> The extra compiler flags for C++ compilation.</span>
+<span class="sd"> The default flags are:</span>
+
+<span class="sd"> - On Linux/macOS: ['-std=c++17', '-fPIC', '-O2']</span>
+<span class="sd"> - On Windows: ['/std:c++17', '/MD', '/O2']</span>
+
+<span class="sd"> extra_cuda_cflags: Sequence[str], optional</span>
+<span class="sd"> The extra compiler flags for CUDA compilation.</span>
+<span class="sd"> The default flags are:</span>
+
+<span class="sd"> - ['-Xcompiler', '-fPIC', '-std=c++17', '-O2'] (Linux/macOS)</span>
+<span class="sd"> - ['-Xcompiler', '/std:c++17', '/O2'] (Windows)</span>
+
+<span class="sd"> extra_ldflags: Sequence[str], optional</span>
+<span class="sd"> The extra linker flags.</span>
+<span class="sd"> The default flags are:</span>
+
+<span class="sd"> - On Linux/macOS: ['-shared', '-L<tvm_ffi_lib_path>', '-ltvm_ffi']</span>
+<span class="sd"> - On Windows: ['/DLL', '/LIBPATH:<tvm_ffi_lib_path>', '<tvm_ffi_lib_name>.lib']</span>
+
+<span class="sd"> extra_include_paths: Sequence[str], optional</span>
+<span class="sd"> The extra include paths for header files. Both absolute and relative paths are supported.</span>
+
+<span class="sd"> build_directory: str, optional</span>
+<span class="sd"> The build directory. If not specified, a default tvm ffi cache directory will be used. By default, the</span>
+<span class="sd"> cache directory is ``~/.cache/tvm-ffi``. You can also set the ``TVM_FFI_CACHE_DIR`` environment variable to</span>
+<span class="sd"> specify the cache directory.</span>
+
+<span class="sd"> Returns</span>
+<span class="sd"> -------</span>
+<span class="sd"> mod: Module</span>
+<span class="sd"> The loaded tvm ffi module.</span>
+
+
+<span class="sd"> Example</span>
+<span class="sd"> -------</span>
+
+<span class="sd"> .. code-block:: python</span>
+
+<span class="sd"> import torch</span>
+<span class="sd"> from tvm_ffi import Module</span>
+<span class="sd"> import tvm_ffi.cpp</span>
+
+<span class="sd"> # Assume we have a C++ source file "my_ops.cpp" with the following content:</span>
+<span class="sd"> # ```cpp</span>
+<span class="sd"> # #include <tvm/ffi/container/tensor.h></span>
+<span class="sd"> # #include <tvm/ffi/dtype.h></span>
+<span class="sd"> # #include <tvm/ffi/error.h></span>
+<span class="sd"> # #include <tvm/ffi/extra/c_env_api.h></span>
+<span class="sd"> # #include <tvm/ffi/function.h></span>
+<span class="sd"> #</span>
+<span class="sd"> # void add_one_cpu(tvm::ffi::TensorView x, tvm::ffi::TensorView y) {</span>
+<span class="sd"> # TVM_FFI_ICHECK(x.ndim() == 1) << "x must be a 1D tensor";</span>
+<span class="sd"> # DLDataType f32_dtype{kDLFloat, 32, 1};</span>
+<span class="sd"> # TVM_FFI_ICHECK(x.dtype() == f32_dtype) << "x must be a float tensor";</span>
+<span class="sd"> # TVM_FFI_ICHECK(y.ndim() == 1) << "y must be a 1D tensor";</span>
+<span class="sd"> # TVM_FFI_ICHECK(y.dtype() == f32_dtype) << "y must be a float tensor";</span>
+<span class="sd"> # TVM_FFI_ICHECK(x.size(0) == y.size(0)) << "x and y must have the same shape";</span>
+<span class="sd"> # for (int i = 0; i < x.size(0); ++i) {</span>
+<span class="sd"> # static_cast<float*>(y.data_ptr())[i] = static_cast<float*>(x.data_ptr())[i] + 1;</span>
+<span class="sd"> # }</span>
+<span class="sd"> # }</span>
+<span class="sd"> #</span>
+<span class="sd"> # TVM_FFI_DLL_EXPORT_TYPED_FUNC(add_one_cpu, add_one_cpu);</span>
+<span class="sd"> # ```</span>
+
+<span class="sd"> # compile the cpp source file and load the module</span>
+<span class="sd"> mod: Module = tvm_ffi.cpp.load(</span>
+<span class="sd"> name='my_ops',</span>
+<span class="sd"> cpp_files='my_ops.cpp'</span>
+<span class="sd"> )</span>
+
+<span class="sd"> # use the function from the loaded module</span>
+<span class="sd"> x = torch.tensor([1, 2, 3, 4, 5], dtype=torch.float32)</span>
+<span class="sd"> y = torch.empty_like(x)</span>
+<span class="sd"> mod.add_one_cpu(x, y)</span>
+<span class="sd"> torch.testing.assert_close(x + 1, y)</span>
+
+<span class="sd"> """</span>
+ <span class="k">return</span> <span class="n">load_module</span><span class="p">(</span>
+ <span class="n">build</span><span class="p">(</span>
+ <span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span>
+ <span class="n">cpp_files</span><span class="o">=</span><span class="n">cpp_files</span><span class="p">,</span>
+ <span class="n">cuda_files</span><span class="o">=</span><span class="n">cuda_files</span><span class="p">,</span>
+ <span class="n">extra_cflags</span><span class="o">=</span><span class="n">extra_cflags</span><span class="p">,</span>
+ <span class="n">extra_cuda_cflags</span><span class="o">=</span><span class="n">extra_cuda_cflags</span><span class="p">,</span>
+ <span class="n">extra_ldflags</span><span class="o">=</span><span class="n">extra_ldflags</span><span class="p">,</span>
+ <span class="n">extra_include_paths</span><span class="o">=</span><span class="n">extra_include_paths</span><span class="p">,</span>
+ <span class="n">build_directory</span><span class="o">=</span><span class="n">build_directory</span><span class="p">,</span>
+ <span class="p">)</span>
+ <span class="p">)</span></div>
+
</pre></div>
</article>
@@ -1335,7 +1700,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_modules/tvm_ffi/error.html b/ffi/_modules/tvm_ffi/error.html
index 90c6b98fbd..7b5597c36f 100644
--- a/ffi/_modules/tvm_ffi/error.html
+++ b/ffi/_modules/tvm_ffi/error.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -804,6 +806,7 @@ document.write(`
<span class="n">register_error</span><span class="p">(</span><span class="s2">"KeyError"</span><span class="p">,</span> <span class="ne">KeyError</span><span class="p">)</span>
<span class="n">register_error</span><span class="p">(</span><span class="s2">"IndexError"</span><span class="p">,</span> <span class="ne">IndexError</span><span class="p">)</span>
<span class="n">register_error</span><span class="p">(</span><span class="s2">"AssertionError"</span><span class="p">,</span> <span class="ne">AssertionError</span><span class="p">)</span>
+<span class="n">register_error</span><span class="p">(</span><span class="s2">"MemoryError"</span><span class="p">,</span> <span class="ne">MemoryError</span><span class="p">)</span>
</pre></div>
</article>
@@ -844,7 +847,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_modules/tvm_ffi/module.html b/ffi/_modules/tvm_ffi/module.html
index 6103d8ebcc..c3b5c6be52 100644
--- a/ffi/_modules/tvm_ffi/module.html
+++ b/ffi/_modules/tvm_ffi/module.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -1029,7 +1031,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_modules/tvm_ffi/registry.html b/ffi/_modules/tvm_ffi/registry.html
index bb6e8bc0f1..bfc9cd7fab 100644
--- a/ffi/_modules/tvm_ffi/registry.html
+++ b/ffi/_modules/tvm_ffi/registry.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -607,7 +609,7 @@ document.write(`
<span class="kn">import</span><span class="w"> </span><span class="nn">json</span>
<span class="kn">import</span><span class="w"> </span><span class="nn">sys</span>
-<span class="kn">from</span><span class="w"> </span><span class="nn">typing</span><span class="w"> </span><span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">Literal</span><span class="p">,</span> <span class="n">overload</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">typing</span><span class="w"> </span><span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">Literal</span><span class="p">,</span> <span class="n">TypeVar</span><span class="p">,</span> <span class="n">overload</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">core</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">.core</span><span class="w"> </span><span class="kn">import</span> <span class="n">TypeInfo</span>
@@ -616,9 +618,12 @@ document.write(`
<span class="n">_SKIP_UNKNOWN_OBJECTS</span> <span class="o">=</span> <span class="kc">False</span>
+<span class="n">_T</span> <span class="o">=</span> <span class="n">TypeVar</span><span class="p">(</span><span class="s2">"_T"</span><span class="p">,</span> <span class="n">bound</span><span class="o">=</span><span class="nb">type</span><span class="p">)</span>
+
+
<div class="viewcode-block" id="register_object">
<a class="viewcode-back" href="../../reference/python/generated/tvm_ffi.register_object.html#tvm_ffi.register_object">[docs]</a>
-<span class="k">def</span><span class="w"> </span><span class="nf">register_object</span><span class="p">(</span><span class="n">type_key</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="nb">type</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">Callable</span><span class="p">[[</span><span class="nb">type</s [...]
+<span class="k">def</span><span class="w"> </span><span class="nf">register_object</span><span class="p">(</span><span class="n">type_key</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">Callable</span><span class="p">[[</span><span class="n">_T</span><span class="p">],</span> <span class="n">_T</span><s [...]
<span class="w"> </span><span class="sd">"""Register object type.</span>
<span class="sd"> Parameters</span>
@@ -640,7 +645,7 @@ document.write(`
<span class="sd"> """</span>
- <span class="k">def</span><span class="w"> </span><span class="nf">_register</span><span class="p">(</span><span class="bp">cls</span><span class="p">:</span> <span class="nb">type</span><span class="p">,</span> <span class="n">object_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-></span> <span class="nb">type</span><span class="p">:</span>
+ <span class="k">def</span><span class="w"> </span><span class="nf">_register</span><span class="p">(</span><span class="bp">cls</span><span class="p">:</span> <span class="n">_T</span><span class="p">,</span> <span class="n">object_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-></span> <span class="n">_T</span><span class="p">:</span>
<span class="w"> </span><span class="sd">"""Register the object type with the FFI core."""</span>
<span class="n">type_index</span> <span class="o">=</span> <span class="n">core</span><span class="o">.</span><span class="n">_object_type_key_to_index</span><span class="p">(</span><span class="n">object_name</span><span class="p">)</span>
<span class="k">if</span> <span class="n">type_index</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
@@ -654,12 +659,12 @@ document.write(`
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">type_key</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
- <span class="k">def</span><span class="w"> </span><span class="nf">_decorator_with_name</span><span class="p">(</span><span class="bp">cls</span><span class="p">:</span> <span class="nb">type</span><span class="p">)</span> <span class="o">-></span> <span class="nb">type</span><span class="p">:</span>
+ <span class="k">def</span><span class="w"> </span><span class="nf">_decorator_with_name</span><span class="p">(</span><span class="bp">cls</span><span class="p">:</span> <span class="n">_T</span><span class="p">)</span> <span class="o">-></span> <span class="n">_T</span><span class="p">:</span>
<span class="k">return</span> <span class="n">_register</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">type_key</span><span class="p">)</span>
<span class="k">return</span> <span class="n">_decorator_with_name</span>
- <span class="k">def</span><span class="w"> </span><span class="nf">_decorator_default</span><span class="p">(</span><span class="bp">cls</span><span class="p">:</span> <span class="nb">type</span><span class="p">)</span> <span class="o">-></span> <span class="nb">type</span><span class="p">:</span>
+ <span class="k">def</span><span class="w"> </span><span class="nf">_decorator_default</span><span class="p">(</span><span class="bp">cls</span><span class="p">:</span> <span class="n">_T</span><span class="p">)</span> <span class="o">-></span> <span class="n">_T</span><span class="p">:</span>
<span class="k">return</span> <span class="n">_register</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="bp">cls</span><span class="o">.</span><span class="vm">__name__</span><span class="p">)</span>
<span class="k">if</span> <span class="n">type_key</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
@@ -997,7 +1002,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_modules/tvm_ffi/serialization.html b/ffi/_modules/tvm_ffi/serialization.html
index b6152c4165..046fa450d7 100644
--- a/ffi/_modules/tvm_ffi/serialization.html
+++ b/ffi/_modules/tvm_ffi/serialization.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -717,7 +719,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_modules/tvm_ffi/stream.html b/ffi/_modules/tvm_ffi/stream.html
index da4bc8504d..2989c9a9e4 100644
--- a/ffi/_modules/tvm_ffi/stream.html
+++ b/ffi/_modules/tvm_ffi/stream.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -856,7 +858,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/_sources/index.rst b/ffi/_sources/index.rst
index fd859a7ad7..5b137d55ad 100644
--- a/ffi/_sources/index.rst
+++ b/ffi/_sources/index.rst
@@ -31,6 +31,13 @@ To install via pip, run:
pip install apache-tvm-ffi
+We also recommend installing the optional package below for improved
+torch tensor conversion performance.
+
+.. code-block:: bash
+
+ pip install torch-c-dlpack-ext
+
Table of Contents
-----------------
diff --git a/ffi/_sources/reference/cpp/generated/file_tvm_ffi_container_tensor.h.rst b/ffi/_sources/reference/cpp/generated/file_tvm_ffi_container_tensor.h.rst
index 9189c9070e..57f94fb6ea 100644
--- a/ffi/_sources/reference/cpp/generated/file_tvm_ffi_container_tensor.h.rst
+++ b/ffi/_sources/reference/cpp/generated/file_tvm_ffi_container_tensor.h.rst
@@ -80,14 +80,14 @@ Functions
---------
-- :ref:`exhale_function_tensor_8h_1a226723176642cde5996498e7da6a6368`
-
-- :ref:`exhale_function_tensor_8h_1a011d0a2dcbe5702156124d7a7223b3dd`
-
- :ref:`exhale_function_tensor_8h_1a71e4a492b5a03a19a95087771a7e9ed1`
- :ref:`exhale_function_tensor_8h_1a65b3a61c540c72d9410150a3a7a76dde`
+- :ref:`exhale_function_tensor_8h_1a226723176642cde5996498e7da6a6368`
+
+- :ref:`exhale_function_tensor_8h_1a011d0a2dcbe5702156124d7a7223b3dd`
+
- :ref:`exhale_function_tensor_8h_1aa79cf4e1e3873d8947050b3cee41153a`
- :ref:`exhale_function_tensor_8h_1a93094b6b3f20c2cd5aa1c1c2522bc3e4`
diff --git a/ffi/_sources/reference/cpp/generated/file_tvm_ffi_container_tuple.h.rst b/ffi/_sources/reference/cpp/generated/file_tvm_ffi_container_tuple.h.rst
index 345c472d67..92d964c17c 100644
--- a/ffi/_sources/reference/cpp/generated/file_tvm_ffi_container_tuple.h.rst
+++ b/ffi/_sources/reference/cpp/generated/file_tvm_ffi_container_tuple.h.rst
@@ -35,12 +35,16 @@ Includes
--------
+- ``cstddef``
+
- ``string`` (:ref:`file_tvm_ffi_string.h`)
- ``tuple`` (:ref:`file_tvm_ffi_container_tuple.h`)
- ``tvm/ffi/container/array.h`` (:ref:`file_tvm_ffi_container_array.h`)
+- ``type_traits`` (:ref:`file_tvm_ffi_type_traits.h`)
+
- ``utility``
diff --git a/ffi/_sources/reference/cpp/generated/file_tvm_ffi_extra_base64.h.rst b/ffi/_sources/reference/cpp/generated/file_tvm_ffi_extra_base64.h.rst
index 9a61de7a6d..07bdf10ad5 100644
--- a/ffi/_sources/reference/cpp/generated/file_tvm_ffi_extra_base64.h.rst
+++ b/ffi/_sources/reference/cpp/generated/file_tvm_ffi_extra_base64.h.rst
@@ -57,10 +57,10 @@ Functions
---------
-- :ref:`exhale_function_base64_8h_1acb849cdb1d9b9620be10bbcda0257afa`
-
- :ref:`exhale_function_base64_8h_1ae1d4736f7dc56b224acd303ba7bf7a45`
+- :ref:`exhale_function_base64_8h_1acb849cdb1d9b9620be10bbcda0257afa`
+
- :ref:`exhale_function_base64_8h_1a279b4ba2f4c7ea16291ef24b73e43963`
- :ref:`exhale_function_base64_8h_1aa5b2a4531449585b9f079cb170a79f0b`
diff --git a/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_c_api.h.rst b/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_c_api.h.rst
index 16169c215c..9f382defe3 100644
--- a/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_c_api.h.rst
+++ b/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_c_api.h.rst
@@ -75,7 +75,7 @@ Program Listing for File c_api.h
// NOLINTBEGIN(modernize-macro-to-enum)
#define TVM_FFI_VERSION_MAJOR 0
#define TVM_FFI_VERSION_MINOR 1
- #define TVM_FFI_VERSION_PATCH 1
+ #define TVM_FFI_VERSION_PATCH 2
// NOLINTEND(modernize-macro-to-enum)
#ifdef __cplusplus
@@ -130,12 +130,12 @@ Program Listing for File c_api.h
kTVMFFIShape = 69,
kTVMFFITensor = 70,
kTVMFFIArray = 71,
- //----------------------------------------------------------------
- // more complex objects
- //----------------------------------------------------------------
kTVMFFIMap = 72,
kTVMFFIModule = 73,
kTVMFFIOpaquePyObject = 74,
+ //----------------------------------------------------------------
+ // more complex objects
+ //----------------------------------------------------------------
kTVMFFIStaticObjectEnd,
// [Section] Dynamic Boxed: [kTVMFFIDynObjectBegin, +oo)
kTVMFFIDynObjectBegin = 128
diff --git a/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_container_container_details.h.rst b/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_container_container_details.h.rst
index 4d165aa27b..fa772a650a 100644
--- a/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_container_container_details.h.rst
+++ b/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_container_container_details.h.rst
@@ -106,8 +106,8 @@ Program Listing for File container_details.h
public:
using difference_type = typename std::iterator_traits<TIter>::difference_type;
using value_type = typename Converter::ResultType;
- using pointer = typename Converter::ResultType*;
- using reference = typename Converter::ResultType&;
+ using pointer = const typename Converter::ResultType*;
+ using reference = const typename Converter::ResultType;
using iterator_category = typename std::iterator_traits<TIter>::iterator_category;
explicit IterAdapter(TIter iter) : iter_(iter) {}
@@ -153,7 +153,7 @@ Program Listing for File container_details.h
bool operator==(IterAdapter other) const { return iter_ == other.iter_; }
bool operator!=(IterAdapter other) const { return !(*this == other); }
- const value_type operator*() const { return Converter::convert(*iter_); }
+ reference operator*() const { return Converter::convert(*iter_); }
private:
TIter iter_;
@@ -164,8 +164,8 @@ Program Listing for File container_details.h
public:
using difference_type = typename std::iterator_traits<TIter>::difference_type;
using value_type = typename Converter::ResultType;
- using pointer = typename Converter::ResultType*;
- using reference = typename Converter::ResultType&; // NOLINT(*)
+ using pointer = const typename Converter::ResultType*;
+ using reference = const typename Converter::ResultType;
using iterator_category = typename std::iterator_traits<TIter>::iterator_category;
explicit ReverseIterAdapter(TIter iter) : iter_(iter) {}
@@ -200,7 +200,7 @@ Program Listing for File container_details.h
bool operator==(ReverseIterAdapter other) const { return iter_ == other.iter_; }
bool operator!=(ReverseIterAdapter other) const { return !(*this == other); }
- const value_type operator*() const { return Converter::convert(*iter_); }
+ reference operator*() const { return Converter::convert(*iter_); }
private:
TIter iter_;
diff --git a/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_container_tuple.h.rst b/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_container_tuple.h.rst
index 72aac2ce99..d5ebfe412f 100644
--- a/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_container_tuple.h.rst
+++ b/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_container_tuple.h.rst
@@ -34,8 +34,10 @@ Program Listing for File tuple.h
#include <tvm/ffi/container/array.h>
+ #include <cstddef>
#include <string>
#include <tuple>
+ #include <type_traits>
#include <utility>
namespace tvm {
@@ -90,13 +92,25 @@ Program Listing for File tuple.h
}
template <size_t I>
- auto get() const {
+ auto get() const& {
static_assert(I < sizeof...(Types), "Tuple index out of bounds");
using ReturnType = std::tuple_element_t<I, std::tuple<Types...>>;
const Any* ptr = GetArrayObj()->begin() + I;
return details::AnyUnsafe::CopyFromAnyViewAfterCheck<ReturnType>(*ptr);
}
+ template <size_t I>
+ auto get() && {
+ if (!this->unique()) {
+ // fallback to const& version if not unique
+ return std::as_const(*this).template get<I>();
+ }
+ static_assert(I < sizeof...(Types), "Tuple index out of bounds");
+ using ReturnType = std::tuple_element_t<I, std::tuple<Types...>>;
+ Any* ptr = GetArrayObj()->MutableBegin() + I;
+ return details::AnyUnsafe::MoveFromAnyAfterCheck<ReturnType>(std::move(*ptr));
+ }
+
template <size_t I, typename U>
void Set(U&& item) {
static_assert(I < sizeof...(Types), "Tuple index out of bounds");
@@ -254,6 +268,37 @@ Program Listing for File tuple.h
inline constexpr bool type_contains_v<Tuple<T...>, Tuple<U...>> = (type_contains_v<T, U> && ...);
} // namespace details
+
+
+ template <std::size_t I, typename... Types>
+ inline constexpr auto get(const Tuple<Types...>& t)
+ -> std::tuple_element_t<I, std::tuple<Types...>> {
+ return t.template get<I>();
+ }
+
+ template <std::size_t I, typename... Types>
+ inline constexpr auto get(Tuple<Types...>&& t) -> std::tuple_element_t<I, std::tuple<Types...>> {
+ return std::move(t).template get<I>();
+ }
+
+ template <typename... UTypes>
+ Tuple(UTypes&&...) -> Tuple<std::remove_cv_t<std::remove_reference_t<UTypes>>...>;
+
+
} // namespace ffi
} // namespace tvm
+
+ namespace std {
+
+ template <typename... Types>
+ struct tuple_size<::tvm::ffi::Tuple<Types...>>
+ : public std::integral_constant<size_t, sizeof...(Types)> {};
+
+ template <size_t I, typename... Types>
+ struct tuple_element<I, ::tvm::ffi::Tuple<Types...>> {
+ using type = std::tuple_element_t<I, std::tuple<Types...>>;
+ };
+
+ } // namespace std
+
#endif // TVM_FFI_CONTAINER_TUPLE_H_
diff --git a/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_error.h.rst b/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_error.h.rst
index 16beb1d5aa..e88da0863d 100644
--- a/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_error.h.rst
+++ b/ffi/_sources/reference/cpp/generated/program_listing_file_tvm_ffi_error.h.rst
@@ -159,13 +159,16 @@ Program Listing for File error.h
obj->update_backtrace(obj, backtrace_str, update_mode);
}
+ std::string FullMessage() const {
+ ErrorObj* obj = static_cast<ErrorObj*>(data_.get());
+ return (std::string("Traceback (most recent call last):\n") + TracebackMostRecentCallLast() +
+ std::string(obj->kind.data, obj->kind.size) + std::string(": ") +
+ std::string(obj->message.data, obj->message.size) + '\n');
+ }
+
const char* what() const noexcept(true) override {
- thread_local std::string what_data;
ErrorObj* obj = static_cast<ErrorObj*>(data_.get());
- what_data = (std::string("Traceback (most recent call last):\n") +
- TracebackMostRecentCallLast() + std::string(obj->kind.data, obj->kind.size) +
- std::string(": ") + std::string(obj->message.data, obj->message.size) + '\n');
- return what_data.c_str();
+ return obj->message.data;
}
TVM_FFI_DEFINE_OBJECT_REF_METHODS_NOTNULLABLE(Error, ObjectRef, ErrorObj);
@@ -193,7 +196,7 @@ Program Listing for File error.h
[[noreturn]] ~ErrorBuilder() noexcept(false) {
::tvm::ffi::Error error(std::move(kind_), stream_.str(), std::move(backtrace_));
if (log_before_throw_) {
- std::cerr << error.what();
+ std::cerr << error.FullMessage();
}
throw error;
}
diff --git a/ffi/_sources/reference/python/cpp/generated/tvm_ffi.cpp.build.rst b/ffi/_sources/reference/python/cpp/generated/tvm_ffi.cpp.build.rst
new file mode 100644
index 0000000000..95ecd6c8f2
--- /dev/null
+++ b/ffi/_sources/reference/python/cpp/generated/tvm_ffi.cpp.build.rst
@@ -0,0 +1,6 @@
+tvm\_ffi.cpp.build
+==================
+
+.. currentmodule:: tvm_ffi.cpp
+
+.. autofunction:: build
\ No newline at end of file
diff --git a/ffi/_sources/reference/python/cpp/generated/tvm_ffi.cpp.load.rst b/ffi/_sources/reference/python/cpp/generated/tvm_ffi.cpp.load.rst
new file mode 100644
index 0000000000..4d2acfff6d
--- /dev/null
+++ b/ffi/_sources/reference/python/cpp/generated/tvm_ffi.cpp.load.rst
@@ -0,0 +1,6 @@
+tvm\_ffi.cpp.load
+=================
+
+.. currentmodule:: tvm_ffi.cpp
+
+.. autofunction:: load
\ No newline at end of file
diff --git a/ffi/_sources/reference/python/index.rst b/ffi/_sources/reference/python/index.rst
index 3a5541ece5..d36f02533a 100644
--- a/ffi/_sources/reference/python/index.rst
+++ b/ffi/_sources/reference/python/index.rst
@@ -102,7 +102,7 @@ Stream Context
get_raw_stream
-Inline Loading
+C++ Extension
--------------
C++ integration helpers for building and loading inline modules.
@@ -112,7 +112,8 @@ C++ integration helpers for building and loading inline modules.
cpp.load_inline
cpp.build_inline
-
+ cpp.load
+ cpp.build
Misc
----
diff --git a/ffi/_static/documentation_options.js b/ffi/_static/documentation_options.js
index 53c0135ccc..21bb5391b0 100644
--- a/ffi/_static/documentation_options.js
+++ b/ffi/_static/documentation_options.js
@@ -1,5 +1,5 @@
const DOCUMENTATION_OPTIONS = {
- VERSION: '0.1.dev1+gbc0d225fc',
+ VERSION: '0.1.dev1+g4628f06ba',
LANGUAGE: 'en',
COLLAPSE_INDEX: false,
BUILDER: 'html',
diff --git a/ffi/concepts/abi_overview.html b/ffi/concepts/abi_overview.html
index cc52490790..d49ed3dc52 100644
--- a/ffi/concepts/abi_overview.html
+++ b/ffi/concepts/abi_overview.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../_static/documentation_options.js?v=8873d8db"></script>
<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Build from Source" href="../guides/build_from_source.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -1168,7 +1170,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/genindex.html b/ffi/genindex.html
index cb6e10fd13..3f766992ec 100644
--- a/ffi/genindex.html
+++ b/ffi/genindex.html
@@ -39,7 +39,7 @@
<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="_static/documentation_options.js?v=8873d8db"></script>
<script src="_static/doctools.js?v=9bcbadda"></script>
<script src="_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -63,7 +63,7 @@ window.addEventListener("load", () => mermaid.run());
<link rel="search" title="Search" href="search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -216,6 +216,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -701,6 +703,8 @@ document.write(`
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="reference/python/cpp/generated/tvm_ffi.cpp.build.html#tvm_ffi.cpp.build">build() (in module tvm_ffi.cpp)</a>
+</li>
<li><a href="reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html#tvm_ffi.cpp.build_inline">build_inline() (in module tvm_ffi.cpp)</a>
</li>
</ul></td>
@@ -876,6 +880,8 @@ document.write(`
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="reference/python/generated/tvm_ffi.dtype.html#tvm_ffi.dtype.lanes">lanes (tvm_ffi.dtype property)</a>
+</li>
+ <li><a href="reference/python/cpp/generated/tvm_ffi.cpp.load.html#tvm_ffi.cpp.load">load() (in module tvm_ffi.cpp)</a>
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+</li>
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</li>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
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<br/>
</p>
</div>
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@@ -1128,7 +1130,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
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@@ -1062,7 +1064,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
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@@ -808,7 +810,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/guides/compiler_integration.html b/ffi/guides/compiler_integration.html
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<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -58,7 +58,7 @@
<link rel="prev" title="Rust Guide" href="rust_guide.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
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@@ -936,7 +938,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/guides/cpp_guide.html b/ffi/guides/cpp_guide.html
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+ <script src="../_static/documentation_options.js?v=8873d8db"></script>
<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -58,7 +58,7 @@
<link rel="prev" title="C++ Packaging and Distribution" href="cpp_packaging.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
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@@ -1282,7 +1284,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/guides/cpp_packaging.html b/ffi/guides/cpp_packaging.html
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- <script src="../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../_static/documentation_options.js?v=8873d8db"></script>
<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -58,7 +58,7 @@
<link rel="prev" title="Python Binding and Packaging" href="python_packaging.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
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</head>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
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@@ -817,7 +819,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/guides/python_guide.html b/ffi/guides/python_guide.html
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+ <script src="../_static/documentation_options.js?v=8873d8db"></script>
<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="C++ Guide" href="cpp_guide.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
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@@ -981,7 +983,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/guides/python_packaging.html b/ffi/guides/python_packaging.html
index c07feecfd9..1cb4dc40bd 100644
--- a/ffi/guides/python_packaging.html
+++ b/ffi/guides/python_packaging.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../_static/documentation_options.js?v=8873d8db"></script>
<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Stable C ABI" href="../get_started/stable_c_abi.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -1153,7 +1155,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/guides/rust_guide.html b/ffi/guides/rust_guide.html
index 586c6cc372..f0be23d95a 100644
--- a/ffi/guides/rust_guide.html
+++ b/ffi/guides/rust_guide.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../_static/documentation_options.js?v=8873d8db"></script>
<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Python Guide" href="python_guide.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -952,7 +954,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/index.html b/ffi/index.html
index 9e865b324d..e4224a3bf1 100644
--- a/ffi/index.html
+++ b/ffi/index.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="_static/documentation_options.js?v=8873d8db"></script>
<script src="_static/doctools.js?v=9bcbadda"></script>
<script src="_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -57,7 +57,7 @@
<link rel="next" title="Quick Start" href="get_started/quickstart.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -210,6 +210,8 @@
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -649,6 +651,11 @@ or reading through the guides and concepts sections.</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>apache-tvm-ffi
</pre></div>
</div>
+<p>We also recommend installing the optional package below for improved
+torch tensor conversion performance.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>torch-c-dlpack-ext
+</pre></div>
+</div>
</section>
<section id="table-of-contents">
<h2>Table of Contents<a class="headerlink" href="#table-of-contents" title="Link to this heading">#</a></h2>
@@ -754,7 +761,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/objects.inv b/ffi/objects.inv
index 21ba975c5a..2b5c078133 100644
Binary files a/ffi/objects.inv and b/ffi/objects.inv differ
diff --git a/ffi/py-modindex.html b/ffi/py-modindex.html
index 81f5eb3c8d..c4a9e868dd 100644
--- a/ffi/py-modindex.html
+++ b/ffi/py-modindex.html
@@ -39,7 +39,7 @@
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<script src="_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="_static/documentation_options.js?v=8873d8db"></script>
<script src="_static/doctools.js?v=9bcbadda"></script>
<script src="_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@ window.addEventListener("load", () => mermaid.run());
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
<script>
DOCUMENTATION_OPTIONS.COLLAPSE_INDEX = true;
@@ -223,6 +223,8 @@ window.addEventListener("load", () => mermaid.run());
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="reference/python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="reference/python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -648,7 +650,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Any.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Any.html
index b144c73ded..777b08e6f7 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Any.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Any.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Struct TVMFFIVersion" href="structTVMFFIVersion.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -1012,7 +1014,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1AnyView.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1AnyView.html
index e8c712dd45..c574df86e3 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1AnyView.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1AnyView.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Class Any" href="classtvm_1_1ffi_1_1Any.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -950,7 +952,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Array.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Array.html
index 6b847bf440..16f580acad 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Array.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Array.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Class AnyView" href="classtvm_1_1ffi_1_1AnyView.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -1308,7 +1310,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1ArrayObj.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1ArrayObj.html
index c8b70f80cc..c41f35c242 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1ArrayObj.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1ArrayObj.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Template Class Array" href="classtvm_1_1ffi_1_1Array.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -897,7 +899,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Bytes.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Bytes.html
index 102085d400..9d3165a4da 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Bytes.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Bytes.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Class ArrayObj" href="classtvm_1_1ffi_1_1ArrayObj.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -883,7 +885,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1DenseMapObj.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1DenseMapObj.html
index 3fba22bdce..ea24864a54 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1DenseMapObj.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1DenseMapObj.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Class Bytes" href="classtvm_1_1ffi_1_1Bytes.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -946,7 +948,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Error.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Error.html
index 1b2b2a6682..21ae444f9d 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Error.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Error.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Class DenseMapObj" href="classtvm_1_1ffi_1_1DenseMapObj.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -636,6 +638,7 @@ document.write(`
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4NK3tvm3ffi5Error9backtraceEv"><code class="docutils literal notranslate"><span class="pre">backtrace()</span></code></a></li>
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4NK3tvm3ffi5Error27TracebackMostRecentCallLastEv"><code class="docutils literal notranslate"><span class="pre">TracebackMostRecentCallLast()</span></code></a></li>
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4N3tvm3ffi5Error15UpdateBacktraceEPK15TVMFFIByteArray7int32_t"><code class="docutils literal notranslate"><span class="pre">UpdateBacktrace()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4NK3tvm3ffi5Error11FullMessageEv"><code class="docutils literal notranslate"><span class="pre">FullMessage()</span></code></a></li>
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4NK3tvm3ffi5Error4whatEv"><code class="docutils literal notranslate"><span class="pre">what()</span></code></a></li>
</ul>
</li>
@@ -777,10 +780,25 @@ document.write(`
</dl>
</dd></dl>
+<dl class="cpp function">
+<dt class="sig sig-object cpp" id="_CPPv4NK3tvm3ffi5Error11FullMessageEv">
+<span class="target" id="classtvm_1_1ffi_1_1Error_1ad1716dd72b57229e6f95e9d11fc78a4f"></span><span class="k"><span class="pre">inline</span></span><span class="w"> </span><span class="n"><span class="pre">std</span></span><span class="p"><span class="pre">::</span></span><span class="n"><span class="pre">string</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">FullMessage</span></span></span><span class="sig-paren">(</span><span class= [...]
+<dd><p>Get the full message of the error, including kind, message and traceback. </p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The full message of the error object. </p>
+</dd>
+</dl>
+</dd></dl>
+
<dl class="cpp function">
<dt class="sig sig-object cpp" id="_CPPv4NK3tvm3ffi5Error4whatEv">
<span class="target" id="classtvm_1_1ffi_1_1Error_1af83a5971299db711f2335bcb44899702"></span><span class="k"><span class="pre">inline</span></span><span class="w"> </span><span class="k"><span class="pre">const</span></span><span class="w"> </span><span class="kt"><span class="pre">char</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="sig-name descname"><span class="n"><span class="pre">what</span></span></span><span class="sig-paren">(</ [...]
<dd><p>Get the error message. </p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>To get the full message including kind and traceback, use <a class="reference internal" href="#classtvm_1_1ffi_1_1Error_1ad1716dd72b57229e6f95e9d11fc78a4f"><span class="std std-ref">FullMessage()</span></a> instead. </p>
+</div>
<dl class="field-list simple">
<dt class="field-odd">Returns<span class="colon">:</span></dt>
<dd class="field-odd"><p>The error message </p>
@@ -852,6 +870,7 @@ document.write(`
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4NK3tvm3ffi5Error9backtraceEv"><code class="docutils literal notranslate"><span class="pre">backtrace()</span></code></a></li>
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4NK3tvm3ffi5Error27TracebackMostRecentCallLastEv"><code class="docutils literal notranslate"><span class="pre">TracebackMostRecentCallLast()</span></code></a></li>
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4N3tvm3ffi5Error15UpdateBacktraceEPK15TVMFFIByteArray7int32_t"><code class="docutils literal notranslate"><span class="pre">UpdateBacktrace()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4NK3tvm3ffi5Error11FullMessageEv"><code class="docutils literal notranslate"><span class="pre">FullMessage()</span></code></a></li>
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4NK3tvm3ffi5Error4whatEv"><code class="docutils literal notranslate"><span class="pre">what()</span></code></a></li>
</ul>
</li>
@@ -883,7 +902,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1ErrorObj.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1ErrorObj.html
index 7f13561d9e..19b70fdeb0 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1ErrorObj.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1ErrorObj.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Class Error" href="classtvm_1_1ffi_1_1Error.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -756,7 +758,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Function.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Function.html
index b079088dfd..daca661888 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Function.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Function.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Class ErrorObj" href="classtvm_1_1ffi_1_1ErrorObj.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -1119,7 +1121,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1FunctionObj.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1FunctionObj.html
index c944fdea17..73f274baf3 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1FunctionObj.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1FunctionObj.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Class Function" href="classtvm_1_1ffi_1_1Function.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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- Last updated on Oct 31, 2025.
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
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<br/>
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</div>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
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<br/>
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</div>
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<p class="last-updated">
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<div class="footer-item">
<p class="last-updated">
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
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<br/>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
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</div>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
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@@ -58,7 +58,7 @@
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
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<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4IDp0EN3tvm3ffi5Tuple5TupleERK5TupleIDp6UTypesE"><code class="docutils literal notranslate"><span class="pre">Tuple()</span></code></a></li>
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<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4IDp0EN3tvm3ffi5Tuple5TupleEDpRR6UTypes"><code class="docutils literal notranslate"><span class="pre">Tuple()</span></code></a></li>
-<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4I_6size_tENK3tvm3ffi5Tuple3getEDav"><code class="docutils literal notranslate"><span class="pre">get()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4I_6size_tENKR3tvm3ffi5Tuple3getEDav"><code class="docutils literal notranslate"><span class="pre">get()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4I_6size_tENO3tvm3ffi5Tuple3getEDav"><code class="docutils literal notranslate"><span class="pre">get()</span></code></a></li>
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4I_6size_t0EN3tvm3ffi5Tuple3SetEvRR1U"><code class="docutils literal notranslate"><span class="pre">Set()</span></code></a></li>
</ul>
</li>
@@ -764,8 +767,8 @@ document.write(`
</dd></dl>
<dl class="cpp function">
-<dt class="sig sig-object cpp" id="_CPPv4I_6size_tENK3tvm3ffi5Tuple3getEDav">
-<span class="k"><span class="pre">template</span></span><span class="p"><span class="pre"><</span></span><span class="n"><span class="pre">size_t</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">I</span></span></span><span class="p"><span class="pre">></span></span><br /><span class="target" id="classtvm_1_1ffi_1_1Tuple_1a5fd2f5c9b545cbcf003466631077313c"></span><span class="k"><span class="pre">inline</span></span><span class=" [...]
+<dt class="sig sig-object cpp" id="_CPPv4I_6size_tENKR3tvm3ffi5Tuple3getEDav">
+<span class="k"><span class="pre">template</span></span><span class="p"><span class="pre"><</span></span><span class="n"><span class="pre">size_t</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">I</span></span></span><span class="p"><span class="pre">></span></span><br /><span class="target" id="classtvm_1_1ffi_1_1Tuple_1abd0fd1b8bbd799ff5cfda04782eaf373"></span><span class="k"><span class="pre">inline</span></span><span class=" [...]
<dd><p>Get I-th element of the tuple. </p>
<div class="admonition note">
<p class="admonition-title">Note</p>
@@ -781,6 +784,24 @@ document.write(`
</dl>
</dd></dl>
+<dl class="cpp function">
+<dt class="sig sig-object cpp" id="_CPPv4I_6size_tENO3tvm3ffi5Tuple3getEDav">
+<span class="k"><span class="pre">template</span></span><span class="p"><span class="pre"><</span></span><span class="n"><span class="pre">size_t</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">I</span></span></span><span class="p"><span class="pre">></span></span><br /><span class="target" id="classtvm_1_1ffi_1_1Tuple_1afc6dfb32979e1f710593d5f8d137fade"></span><span class="k"><span class="pre">inline</span></span><span class=" [...]
+<dd><p>Move out I-th element of the tuple. </p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>We use stl style since get usually is like a getter. </p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Template Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>I</strong> – The index of the element to get </p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>The I-th element of the tuple </p>
+</dd>
+</dl>
+</dd></dl>
+
<dl class="cpp function">
<dt class="sig sig-object cpp" id="_CPPv4I_6size_t0EN3tvm3ffi5Tuple3SetEvRR1U">
<span class="k"><span class="pre">template</span></span><span class="p"><span class="pre"><</span></span><span class="n"><span class="pre">size_t</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">I</span></span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="k"><span class="pre">typename</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre" [...]
@@ -867,7 +888,8 @@ document.write(`
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4IDp0EN3tvm3ffi5Tuple5TupleERK5TupleIDp6UTypesE"><code class="docutils literal notranslate"><span class="pre">Tuple()</span></code></a></li>
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4IDp0EN3tvm3ffi5Tuple5TupleERR5TupleIDp6UTypesE"><code class="docutils literal notranslate"><span class="pre">Tuple()</span></code></a></li>
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4IDp0EN3tvm3ffi5Tuple5TupleEDpRR6UTypes"><code class="docutils literal notranslate"><span class="pre">Tuple()</span></code></a></li>
-<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4I_6size_tENK3tvm3ffi5Tuple3getEDav"><code class="docutils literal notranslate"><span class="pre">get()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4I_6size_tENKR3tvm3ffi5Tuple3getEDav"><code class="docutils literal notranslate"><span class="pre">get()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4I_6size_tENO3tvm3ffi5Tuple3getEDav"><code class="docutils literal notranslate"><span class="pre">get()</span></code></a></li>
<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#_CPPv4I_6size_t0EN3tvm3ffi5Tuple3SetEvRR1U"><code class="docutils literal notranslate"><span class="pre">Set()</span></code></a></li>
</ul>
</li>
@@ -899,7 +921,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1TypedFunction.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1TypedFunction.html
index 692885b5c6..15651ddb78 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1TypedFunction.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1TypedFunction.html
@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Template Class Tuple" href="classtvm_1_1ffi_1_1Tuple.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -729,7 +731,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1TypedFunction_3_01R_07Args_8_8_8_08_4.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1TypedFunction_3_01R_07Args_8_8_8_08_4.html
index c99ae985a6..b5b06b3e62 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1TypedFunction_3_01R_07Args_8_8_8_08_4.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1TypedFunction_3_01R_07Args_8_8_8_08_4.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Template Class TypedFunction" href="classtvm_1_1ffi_1_1TypedFunction.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -898,7 +900,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Variant.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Variant.html
index a22fdca3eb..7816940a90 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Variant.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1Variant.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Template Class TypedFunction< R(Args…) >" href="classtvm_1_1ffi_1_1TypedFunction_3_01R_07Args_8_8_8_08_4.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -870,7 +872,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1WeakObjectPtr.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1WeakObjectPtr.html
index b80318209c..80d9a87375 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1WeakObjectPtr.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1WeakObjectPtr.html
@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Template Class Variant" href="classtvm_1_1ffi_1_1Variant.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -905,7 +907,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1reflection_1_1AccessPath.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1reflection_1_1AccessPath.html
index ba386a7e1b..e4a5c34e4e 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1reflection_1_1AccessPath.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1reflection_1_1AccessPath.html
@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -58,7 +58,7 @@
<link rel="prev" title="Class PackedArgs" href="classtvm_1_1ffi_1_1PackedArgs.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -209,6 +209,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -806,7 +808,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1reflection_1_1AccessPathObj.html b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1reflection_1_1AccessPathObj.html
index 04ce76bc4d..3f81040561 100644
--- a/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1reflection_1_1AccessPathObj.html
+++ b/ffi/reference/cpp/generated/classtvm_1_1ffi_1_1reflection_1_1AccessPathObj.html
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<br/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
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<br/>
</p>
</div>
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<br/>
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</div>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
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<br/>
</p>
</div>
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<p class="last-updated">
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<p class="last-updated">
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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</p>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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@@ -729,7 +731,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
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<link rel="prev" title="Define TVM_FFI_ICHECK_NOTNULL" href="define_error_8h_1a26827bb8bc9e39255060f6be1d2a37fb.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
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<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
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@@ -729,7 +731,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
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<link rel="prev" title="Define TVM_FFI_IO_NO_ENDIAN_SWAP" href="define_endian_8h_1a2ebd9542b313b3b45b2892f2b3d4f26d.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
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<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
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<link rel="prev" title="Define TVM_FFI_ICHECK_LE" href="define_error_8h_1aade00b2e0a9789e3e8bf33441d651455.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
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<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
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@@ -728,7 +730,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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<link rel="prev" title="Define TVM_FFI_ICHECK_NE" href="define_error_8h_1afcd5778e656fa2c20aa0b81fbcebc497.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
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<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
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@@ -728,7 +730,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
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<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
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- Last updated on Oct 31, 2025.
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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</p>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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</p>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
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<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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@@ -728,7 +730,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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</p>
</div>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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@@ -728,7 +730,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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<link rel="prev" title="Define TVM_FFI_ALWAYS_LOG_BEFORE_THROW" href="define_error_8h_1a288653475dd42db1c715a11ab2972578.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
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<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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@@ -729,7 +731,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
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<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
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@@ -728,7 +730,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
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</div>
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<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
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- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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</p>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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</p>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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@@ -728,7 +730,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
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<link rel="prev" title="Define TVM_FFI_ICHECK_EQ" href="define_error_8h_1a394ec1781a34c49e29d47db5c3dfad9c.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
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@@ -728,7 +730,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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</p>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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</p>
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<link rel="prev" title="Define TVM_FFI_ICHECK_LT" href="define_error_8h_1a1a94c8b78e74adec05051abb9055e7b8.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
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+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
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@@ -728,7 +730,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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</p>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<div class="footer-item">
<p class="last-updated">
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -690,10 +692,10 @@ document.write(`
<section id="functions">
<h2>Functions<a class="headerlink" href="#functions" title="Link to this heading">#</a></h2>
<ul class="simple">
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-<li><p><a class="reference internal" href="function_tensor_8h_1a011d0a2dcbe5702156124d7a7223b3dd.html#exhale-function-tensor-8h-1a011d0a2dcbe5702156124d7a7223b3dd"><span class="std std-ref">Function tvm::ffi::GetDataSize(const Tensor&)</span></a></p></li>
<li><p><a class="reference internal" href="function_tensor_8h_1a71e4a492b5a03a19a95087771a7e9ed1.html#exhale-function-tensor-8h-1a71e4a492b5a03a19a95087771a7e9ed1"><span class="std std-ref">Function tvm::ffi::GetDataSize(size_t, DLDataType)</span></a></p></li>
<li><p><a class="reference internal" href="function_tensor_8h_1a65b3a61c540c72d9410150a3a7a76dde.html#exhale-function-tensor-8h-1a65b3a61c540c72d9410150a3a7a76dde"><span class="std std-ref">Function tvm::ffi::GetDataSize(const TensorView&)</span></a></p></li>
+<li><p><a class="reference internal" href="function_tensor_8h_1a226723176642cde5996498e7da6a6368.html#exhale-function-tensor-8h-1a226723176642cde5996498e7da6a6368"><span class="std std-ref">Function tvm::ffi::GetDataSize(const DLTensor&)</span></a></p></li>
+<li><p><a class="reference internal" href="function_tensor_8h_1a011d0a2dcbe5702156124d7a7223b3dd.html#exhale-function-tensor-8h-1a011d0a2dcbe5702156124d7a7223b3dd"><span class="std std-ref">Function tvm::ffi::GetDataSize(const Tensor&)</span></a></p></li>
<li><p><a class="reference internal" href="function_tensor_8h_1aa79cf4e1e3873d8947050b3cee41153a.html#exhale-function-tensor-8h-1aa79cf4e1e3873d8947050b3cee41153a"><span class="std std-ref">Function tvm::ffi::IsAligned</span></a></p></li>
<li><p><a class="reference internal" href="function_tensor_8h_1a93094b6b3f20c2cd5aa1c1c2522bc3e4.html#exhale-function-tensor-8h-1a93094b6b3f20c2cd5aa1c1c2522bc3e4"><span class="std std-ref">Function tvm::ffi::IsContiguous</span></a></p></li>
<li><p><a class="reference internal" href="function_tensor_8h_1aab70a15ca1dde710bc3052c5ce1f6fbd.html#exhale-function-tensor-8h-1aab70a15ca1dde710bc3052c5ce1f6fbd"><span class="std std-ref">Function tvm::ffi::IsDirectAddressDevice</span></a></p></li>
@@ -759,7 +761,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_container_tuple.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_container_tuple.h.html
index e27725d5a5..3d9fbed04d 100644
--- a/ffi/reference/cpp/generated/file_tvm_ffi_container_tuple.h.html
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@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -662,9 +664,11 @@ document.write(`
<section id="includes">
<h2>Includes<a class="headerlink" href="#includes" title="Link to this heading">#</a></h2>
<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">cstddef</span></code></p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">string</span></code> (<a class="reference internal" href="file_tvm_ffi_string.h.html#file-tvm-ffi-string-h"><span class="std std-ref">File string.h</span></a>)</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">tuple</span></code> (<a class="reference internal" href="#file-tvm-ffi-container-tuple-h"><span class="std std-ref">File tuple.h</span></a>)</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">tvm/ffi/container/array.h</span></code> (<a class="reference internal" href="file_tvm_ffi_container_array.h.html#file-tvm-ffi-container-array-h"><span class="std std-ref">File array.h</span></a>)</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">type_traits</span></code> (<a class="reference internal" href="file_tvm_ffi_type_traits.h.html#file-tvm-ffi-type-traits-h"><span class="std std-ref">File type_traits.h</span></a>)</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">utility</span></code></p></li>
</ul>
</section>
@@ -747,7 +751,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_container_variant.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_container_variant.h.html
index 1df90b183a..160847bd98 100644
--- a/ffi/reference/cpp/generated/file_tvm_ffi_container_variant.h.html
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@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -749,7 +751,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_dtype.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_dtype.h.html
index f338b29ac6..b6f8d528b7 100644
--- a/ffi/reference/cpp/generated/file_tvm_ffi_dtype.h.html
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@@ -40,7 +40,7 @@
<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -760,7 +762,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_endian.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_endian.h.html
index bb304799d9..971a52c904 100644
--- a/ffi/reference/cpp/generated/file_tvm_ffi_endian.h.html
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@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -754,7 +756,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_error.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_error.h.html
index 54199a921f..e49fa62eef 100644
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -788,7 +790,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_extra_base.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_extra_base.h.html
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@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -736,7 +738,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_extra_base64.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_extra_base64.h.html
index 8cbe859675..f88b17854a 100644
--- a/ffi/reference/cpp/generated/file_tvm_ffi_extra_base64.h.html
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@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -674,8 +676,8 @@ document.write(`
<section id="functions">
<h2>Functions<a class="headerlink" href="#functions" title="Link to this heading">#</a></h2>
<ul class="simple">
-<li><p><a class="reference internal" href="function_base64_8h_1acb849cdb1d9b9620be10bbcda0257afa.html#exhale-function-base64-8h-1acb849cdb1d9b9620be10bbcda0257afa"><span class="std std-ref">Function tvm::ffi::Base64Decode(const String&)</span></a></p></li>
<li><p><a class="reference internal" href="function_base64_8h_1ae1d4736f7dc56b224acd303ba7bf7a45.html#exhale-function-base64-8h-1ae1d4736f7dc56b224acd303ba7bf7a45"><span class="std std-ref">Function tvm::ffi::Base64Decode(TVMFFIByteArray)</span></a></p></li>
+<li><p><a class="reference internal" href="function_base64_8h_1acb849cdb1d9b9620be10bbcda0257afa.html#exhale-function-base64-8h-1acb849cdb1d9b9620be10bbcda0257afa"><span class="std std-ref">Function tvm::ffi::Base64Decode(const String&)</span></a></p></li>
<li><p><a class="reference internal" href="function_base64_8h_1a279b4ba2f4c7ea16291ef24b73e43963.html#exhale-function-base64-8h-1a279b4ba2f4c7ea16291ef24b73e43963"><span class="std std-ref">Function tvm::ffi::Base64Encode(const Bytes&)</span></a></p></li>
<li><p><a class="reference internal" href="function_base64_8h_1aa5b2a4531449585b9f079cb170a79f0b.html#exhale-function-base64-8h-1aa5b2a4531449585b9f079cb170a79f0b"><span class="std std-ref">Function tvm::ffi::Base64Encode(TVMFFIByteArray)</span></a></p></li>
</ul>
@@ -739,7 +741,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_extra_c_env_api.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_extra_c_env_api.h.html
index 36a3ac877f..b8b520aa13 100644
--- a/ffi/reference/cpp/generated/file_tvm_ffi_extra_c_env_api.h.html
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- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -743,7 +745,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_extra_json.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_extra_json.h.html
index 19da82e655..f73a998aff 100644
--- a/ffi/reference/cpp/generated/file_tvm_ffi_extra_json.h.html
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@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -760,7 +762,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_extra_module.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_extra_module.h.html
index f25d974fc0..290bff4bdc 100644
--- a/ffi/reference/cpp/generated/file_tvm_ffi_extra_module.h.html
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@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -754,7 +756,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_extra_serialization.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_extra_serialization.h.html
index 4fbebefc33..6538b3acc6 100644
--- a/ffi/reference/cpp/generated/file_tvm_ffi_extra_serialization.h.html
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@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -737,7 +739,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_extra_structural_equal.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_extra_structural_equal.h.html
index 129feae808..afc22910b1 100644
--- a/ffi/reference/cpp/generated/file_tvm_ffi_extra_structural_equal.h.html
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@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
@@ -207,6 +207,8 @@
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load_inline.html">tvm_ffi.cpp.load_inline</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.load.html">tvm_ffi.cpp.load</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build.html">tvm_ffi.cpp.build</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.from_json_graph_str.html">tvm_ffi.serialization.from_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.serialization.to_json_graph_str.html">tvm_ffi.serialization.to_json_graph_str</a></li>
<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.access_path.AccessKind.html">tvm_ffi.access_path.AccessKind</a></li>
@@ -738,7 +740,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
diff --git a/ffi/reference/cpp/generated/file_tvm_ffi_extra_structural_hash.h.html b/ffi/reference/cpp/generated/file_tvm_ffi_extra_structural_hash.h.html
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@@ -40,7 +40,7 @@
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<script src="../../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
- <script src="../../../_static/documentation_options.js?v=5cfab2ea"></script>
+ <script src="../../../_static/documentation_options.js?v=8873d8db"></script>
<script src="../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -56,7 +56,7 @@
<link rel="search" title="Search" href="../../../search.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
- <meta name="docbuild:last-update" content="Oct 31, 2025"/>
+ <meta name="docbuild:last-update" content="Nov 09, 2025"/>
</head>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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@@ -765,7 +767,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
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<p class="last-updated">
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- Last updated on Oct 31, 2025.
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- Last updated on Oct 31, 2025.
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- Last updated on Oct 31, 2025.
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<p class="last-updated">
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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- Last updated on Oct 31, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<p class="last-updated">
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- Last updated on Oct 31, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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<p class="last-updated">
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- Last updated on Oct 31, 2025.
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- Last updated on Oct 31, 2025.
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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<meta name="viewport" content="width=device-width, initial-scale=1"/>
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@@ -741,7 +743,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
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<meta name="docsearch:language" content="en"/>
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<li class="toctree-l2"><a class="reference internal" href="../../python/generated/tvm_ffi.get_raw_stream.html">tvm_ffi.get_raw_stream</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../python/cpp/generated/tvm_ffi.cpp.build_inline.html">tvm_ffi.cpp.build_inline</a></li>
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@@ -734,7 +736,7 @@ By Apache TVM FFI contributors
<div class="footer-item">
<p class="last-updated">
- Last updated on Oct 31, 2025.
+ Last updated on Nov 09, 2025.
<br/>
</p>
</div>
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@@ -40,7 +40,7 @@
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