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NiklasGustafssonNiklas Gustafsson
NiklasGustafsson
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Niklas Gustafsson
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Upgrade to libtorch 2.5.1 (#1423)
* Upgrade to libtorch 2.5.1 --------- Co-authored-by: Niklas Gustafsson <[email protected]>
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‎Directory.Build.props

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<SourceDir>$(RepoRoot)src/</SourceDir>
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<PkgDir>$(RepoRoot)pkg/</PkgDir>
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<LibTorchPackageVersion>2.4.0.0</LibTorchPackageVersion>
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<LibTorchPackageVersion>2.5.1.0</LibTorchPackageVersion>
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<LibTorchPackageVersion Condition="'$(TargetOS)' == 'mac' and '$(TargetArchitecture)' == 'x64'">2.2.2.0</LibTorchPackageVersion>
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<!-- when building on local machines the massive downloads get placed up one directory -->
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<!-- use stable versions for libtorch packages based on LibTorch version number scheme-->
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<!-- we manually update these -->
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<PropertyGroup Condition="'$(MSBuildProjectName.IndexOf(`libtorch-`))' != '-1'">
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<LibTorchPackageVersion>2.4.0.0</LibTorchPackageVersion>
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<LibTorchPackageVersion>2.5.1.0</LibTorchPackageVersion>
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<LibTorchPackageVersion Condition="'$(TargetOS)' == 'mac' and '$(TargetArchitecture)' == 'x64'">2.2.2.0</LibTorchPackageVersion>
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<EnablePackageValidation>false</EnablePackageValidation>
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<VersionPrefix>$(LibTorchPackageVersion)</VersionPrefix>

‎Directory.Build.targets

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<NativeAssemblyReference Include="asmjit" />
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<NativeAssemblyReference Include="c10" />
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<NativeAssemblyReference Include="fbgemm" />
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<NativeAssemblyReference Include="fbjni" />
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<NativeAssemblyReference Include="libiomp5md" />
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<NativeAssemblyReference Include="libiompstubs5md" />
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<NativeAssemblyReference Include="pytorch_jni" />
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<NativeAssemblyReference Include="torch" />
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<NativeAssemblyReference Include="torch_cpu" />
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<NativeAssemblyReference Include="torch_global_deps" />
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<NativeAssemblyReference Include="uv" />
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</ItemGroup>
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<!-- Windows CUDA 11.3 libtorch binary list used for examples and testing -->
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<!-- Windows CUDA 12.1 libtorch binary list used for examples and testing -->
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<ItemGroup Condition="'$(NativeTargetArchitecture)' == 'x64' and '$(OS)' == 'Windows_NT' and '$(TestUsesLibTorch)' == 'true' and ('$(TestCuda)' == 'true' and '$(SkipCuda)' != 'true') and '$(SkipNative)' != 'true' ">
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<NativeAssemblyReference Include="asmjit" Variant="cuda\" />
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<NativeAssemblyReference Include="c10" Variant="cuda\" />
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<NativeAssemblyReference Include="cusolverMg64_11" Variant="cuda\" />
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<NativeAssemblyReference Include="cusparse64_12" Variant="cuda\" />
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<NativeAssemblyReference Include="fbgemm" Variant="cuda\" />
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<NativeAssemblyReference Include="fbjni" Variant="cuda\" />
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<NativeAssemblyReference Include="libiomp5md" Variant="cuda\" />
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<NativeAssemblyReference Include="libiompstubs5md" Variant="cuda\" />
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<NativeAssemblyReference Include="nvJitLink_120_0" Variant="cuda\" />
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<NativeAssemblyReference Include="nvToolsExt64_1" Variant="cuda\" />
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<NativeAssemblyReference Include="nvrtc-builtins64_121" Variant="cuda\" />
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<NativeAssemblyReference Include="nvrtc64_120_0" Variant="cuda\" />
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<NativeAssemblyReference Include="pytorch_jni" Variant="cuda\" />
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<NativeAssemblyReference Include="torch" Variant="cuda\" />
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<NativeAssemblyReference Include="torch_cpu" Variant="cuda\" />
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<NativeAssemblyReference Include="torch_cuda" Variant="cuda\" />
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<NativeAssemblyReference Include="zlibwapi" Variant="cuda\" />
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</ItemGroup>
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<!-- Mac x64 libtorch binary list used for examples and testing -->
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<ItemGroup Condition="'$(NativeTargetArchitecture)' == 'x64' and $([MSBuild]::IsOSPlatform('osx')) and '$(TestUsesLibTorch)' == 'true' and '$(SkipNative)' != 'true' ">
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<NativeAssemblyReference Include="backend_with_compiler" />
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<NativeAssemblyReference Include="c10" />
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<NativeAssemblyReference Include="fbjni" />
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<NativeAssemblyReference Include="iomp5" />
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<NativeAssemblyReference Include="jitbackend_test" />
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<NativeAssemblyReference Include="pytorch_jni" />
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<NativeAssemblyReference Include="shm" />
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<NativeAssemblyReference Include="torch" />
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<NativeAssemblyReference Include="torch_cpu" />
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<NativeAssemblyReference Include="torch_global_deps" />
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<NativeAssemblyReference Include="torch_python" />
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<NativeAssemblyReference Include="torchbind_test" />
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</ItemGroup>
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<!-- Mac arm64 libtorch binary list used for examples and testing -->
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<ItemGroup Condition="'$(NativeTargetArchitecture)' == 'arm64'and $([MSBuild]::IsOSPlatform('osx')) and '$(TestUsesLibTorch)' == 'true' and '$(SkipNative)' != 'true' ">
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<NativeAssemblyReference Include="c10" />
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<NativeAssemblyReference Include="fbjni" />
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<NativeAssemblyReference Include="omp" />
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<NativeAssemblyReference Include="pytorch_jni" />
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<NativeAssemblyReference Include="shm" />
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<NativeAssemblyReference Include="torch" />
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<NativeAssemblyReference Include="torch_cpu" />
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<!-- Linux CPU libtorch binary list used for examples and testing -->
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<ItemGroup Condition="'$(NativeTargetArchitecture)' == 'x64' and $([MSBuild]::IsOSPlatform('linux')) and '$(TestUsesLibTorch)' == 'true' and '$(SkipNative)' != 'true' ">
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<NativeAssemblyReference Include="aoti_custom_ops" />
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<NativeAssemblyReference Include="backend_with_compiler" />
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<NativeAssemblyReference Include="c10" />
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<NativeAssemblyReference Include="jitbackend_test" />

‎RELEASENOTES.md

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Releases, starting with 9/2/2021, are listed with the most recent release at the top.
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# NuGet Version 0.105.0
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Move to libtorch 2.5.1. As with the 2.4.0 release, MacOS / Intel is no longer supported by libtorch, so TorchSharp doesn, either.
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# NuGet Version 0.104.0
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This is a big change in implementation, but not as big in API surface area. Many of the builtin modules, but not all, were re-implemented in managed code calling into native code via the functional APIs. This has several advantages:

‎azure-pipelines.yml

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# push them to the artifacts feed of the Azure CI project
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- name: BuildLibTorchPackages
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type: boolean
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default: false
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default: true
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- name: PushPackagesToFeed
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type: boolean
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default: false

‎build/BranchInfo.props

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<Project>
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<PropertyGroup>
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<MajorVersion>0</MajorVersion>
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<MinorVersion>104</MinorVersion>
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<MinorVersion>105</MinorVersion>
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<PatchVersion>0</PatchVersion>
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<PreviousPackageVersion>0.103.1</PreviousPackageVersion>
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<PreviousPackageVersion>0.104.0</PreviousPackageVersion>
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</PropertyGroup>
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</Project>

‎build/Dependencies.props

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<!-- Other/Non-Core Product Dependencies -->
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<PropertyGroup>
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<LibTorchVersion>2.4.0</LibTorchVersion>
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<LibTorchVersion>2.5.1</LibTorchVersion>
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<LibTorchVersion Condition="'$(TargetArchitecture)' == 'x64' and '$(TargetOS)' == 'mac'">2.2.2</LibTorchVersion>
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<CudaVersionDot>12.1</CudaVersionDot>
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<CudaVersionNoDot>121</CudaVersionNoDot>

‎linux_cuda.txt

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293064 libbackend_with_compiler.so
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1126504 libc10.so
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1444824 libc10_cuda.so
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843617 libc10d_cuda_test.so
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22505 libcaffe2_nvrtc.so
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107496985 libcublas-37d11411.so.12
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515090264 libcublasLt-f97bfc2c.so.12
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695585 libcudart-9335f6a2.so.12
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240675313 libcudnn_adv.so.9
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569612689 libcudnn_engines_precompiled.so.9
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3141321 libcudnn_graph.so.9
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86313377 libcudnn_heuristic.so.9
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108399185 libcudnn_ops.so.9
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253880 libjitbackend_test.so
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398408 libnnapi_backend.so
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43681 libnvToolsExt-847d78f2.so.1
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56875329 libnvrtc-b51b459d.so.12
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6846017 libnvrtc-builtins.so
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53625 libshm.so
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15704 libtorch.so
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503454193 libtorch_cpu.so
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1487160249 libtorch_cuda.so
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401400273 libtorch_cuda_linalg.so
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20817 libtorch_global_deps.so
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29034321 libtorch_python.so
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967256 libtorchbind_test.so
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331,816 libaoti_custom_ops.so
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288,672 libbackend_with_compiler.so
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1,215,456 libc10.so
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833,576 libc10d_cuda_test.so
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1,482,296 libc10_cuda.so
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22,545 libcaffe2_nvrtc.so
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107,496,985 libcublas-37d11411.so.12
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515,090,264 libcublasLt-f97bfc2c.so.12
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695,585 libcudart-9335f6a2.so.12
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104,664 libcudnn.so.9
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240,675,313 libcudnn_adv.so.9
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4,700,665 libcudnn_cnn.so.9
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569,612,689 libcudnn_engines_precompiled.so.9
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9,562,545 libcudnn_engines_runtime_compiled.so.9
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3,141,321 libcudnn_graph.so.9
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86,313,377 libcudnn_heuristic.so.9
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108,399,185 libcudnn_ops.so.9
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283,265 libgomp-98b21ff3.so.1
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244,496 libjitbackend_test.so
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390,312 libnnapi_backend.so
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56,875,329 libnvrtc-b51b459d.so.12
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6,846,017 libnvrtc-builtins.so
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43,681 libnvToolsExt-847d78f2.so.1
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53,625 libshm.so
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15,704 libtorch.so
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1,025,232 libtorchbind_test.so
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447,891,009 libtorch_cpu.so
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1,490,739,561 libtorch_cuda.so
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389,644,088 libtorch_cuda_linalg.so
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16,881 libtorch_global_deps.so
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28,364,592 libtorch_python.so

‎src/Redist/libtorch-cpu/libtorch-cpu.proj

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<File Include="libtorch\lib\asmjit.dll" />
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<File Include="libtorch\lib\c10.dll" />
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<File Include="libtorch\lib\fbgemm.dll" />
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<File Include="libtorch\lib\fbjni.dll" />
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<File Include="libtorch\lib\libiomp5md.dll" />
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<File Include="libtorch\lib\libiompstubs5md.dll" />
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<File Include="libtorch\lib\pytorch_jni.dll" />
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<File Include="libtorch\lib\torch.dll" />
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<File Include="libtorch\lib\torch_cpu.dll" />
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<File Include="libtorch\lib\torch_global_deps.dll" />
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<ItemGroup Condition="'$(NativeTargetArchitecture)' == 'arm64' and '$(TargetOS)' == 'mac'">
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<File Include="libtorch\lib\libc10.dylib" />
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<File Include="libtorch\lib\libshm.dylib" />
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<File Include="libtorch\lib\libfbjni.dylib" />
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<File Include="libtorch\lib\libpytorch_jni.dylib" />
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<!-- libomp.dylib is required for libtorch, but it is only bundled with libtorch 2.4.0 and above. -->
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<File Include="libtorch\lib\libomp.dylib"/>
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<File Include="libtorch\lib\libtorch.dylib" />
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<File Include="libtorch\lib\libtorch_python.dylib" />
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</ItemGroup>
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<ItemGroup Condition="'$(TargetOS)' == 'linux'">
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<File Include= "libtorch\lib\libaoti_custom_ops.so" />
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<File Include="libtorch\lib\libbackend_with_compiler.so"/>
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<File Include="libtorch\lib\libc10.so"/>
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<File Include="libtorch\lib\libgomp-98b21ff3.so.1"/>

‎src/Redist/libtorch-cpu/libtorch-cxx11-abi-shared-with-deps-2.5.1%2Bcpu.zip.sha

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618CA54EEF82A1DCA46FF1993D5807D9C0DEB0BAE147DA4974166A147CB562FA

‎src/Redist/libtorch-cpu/libtorch-macos-arm64-2.5.1.zip.sha

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0822824C1DF267159A649AD4701518217C60B8F75DE056A26AB43958D8AB1622

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