164 lines
3.4 KiB
Nix
164 lines
3.4 KiB
Nix
{
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lib,
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buildPythonPackage,
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fetchFromGitHub,
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cmake,
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symlinkJoin,
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ffmpeg-full,
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pkg-config,
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ninja,
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pybind11,
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sox,
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torch,
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cudaSupport ? torch.cudaSupport,
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cudaPackages,
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rocmSupport ? torch.rocmSupport,
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rocmPackages,
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gpuTargets ? [ ],
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}:
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let
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# TODO: Reuse one defined in torch?
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# Some of those dependencies are probbly not required,
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# but it breaks when the store path is different between torch and torchaudio
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rocmtoolkit_joined = symlinkJoin {
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name = "rocm-merged";
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paths = with rocmPackages; [
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rocm-core
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clr
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rccl
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miopen
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miopengemm
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rocrand
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rocblas
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rocsparse
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hipsparse
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rocthrust
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rocprim
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hipcub
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roctracer
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rocfft
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rocsolver
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hipfft
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hipsolver
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hipblas
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rocminfo
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rocm-thunk
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rocm-comgr
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rocm-device-libs
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rocm-runtime
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clr.icd
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hipify
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];
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# Fix `setuptools` not being found
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postBuild = ''
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rm -rf $out/nix-support
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'';
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};
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# Only used for ROCm
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gpuTargetString = lib.strings.concatStringsSep ";" (
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if gpuTargets != [ ] then
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# If gpuTargets is specified, it always takes priority.
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gpuTargets
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else if rocmSupport then
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rocmPackages.clr.gpuTargets
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else
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throw "No GPU targets specified"
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);
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in
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buildPythonPackage rec {
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pname = "torchaudio";
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version = "2.3.1";
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pyproject = true;
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src = fetchFromGitHub {
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owner = "pytorch";
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repo = "audio";
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rev = "refs/tags/v${version}";
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hash = "sha256-PYaqRNKIhQ1DnFRZYyJJfBszVM2Bmu7A/lvvzJ6lL3g=";
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};
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patches = [ ./0001-setup.py-propagate-cmakeFlags.patch ];
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postPatch =
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''
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substituteInPlace setup.py \
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--replace 'print(" --- Initializing submodules")' "return" \
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--replace "_fetch_archives(_parse_sources())" "pass"
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''
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+ lib.optionalString rocmSupport ''
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# There is no .info/version-dev, only .info/version
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substituteInPlace cmake/LoadHIP.cmake \
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--replace "/.info/version-dev" "/.info/version"
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'';
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env = {
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TORCH_CUDA_ARCH_LIST = "${lib.concatStringsSep ";" torch.cudaCapabilities}";
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};
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# https://github.com/pytorch/audio/blob/v2.1.0/docs/source/build.linux.rst#optional-build-torchaudio-with-a-custom-built-ffmpeg
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FFMPEG_ROOT = symlinkJoin {
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name = "ffmpeg";
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paths = [
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ffmpeg-full.bin
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ffmpeg-full.dev
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ffmpeg-full.lib
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];
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};
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nativeBuildInputs =
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[
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cmake
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pkg-config
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ninja
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]
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++ lib.optionals cudaSupport [ cudaPackages.cuda_nvcc ]
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++ lib.optionals rocmSupport (
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with rocmPackages;
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[
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clr
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rocblas
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hipblas
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]
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);
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buildInputs = [
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ffmpeg-full
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pybind11
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sox
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torch.cxxdev
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];
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dependencies = [ torch ];
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BUILD_SOX = 0;
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BUILD_KALDI = 0;
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BUILD_RNNT = 0;
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BUILD_CTC_DECODER = 0;
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preConfigure = lib.optionalString rocmSupport ''
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export ROCM_PATH=${rocmtoolkit_joined}
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export PYTORCH_ROCM_ARCH="${gpuTargetString}"
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'';
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dontUseCmakeConfigure = true;
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doCheck = false; # requires sox backend
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meta = {
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description = "PyTorch audio library";
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homepage = "https://pytorch.org/";
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changelog = "https://github.com/pytorch/audio/releases/tag/v${version}";
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license = lib.licenses.bsd2;
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platforms = [
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"aarch64-darwin"
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"aarch64-linux"
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"x86_64-linux"
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];
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maintainers = with lib.maintainers; [ junjihashimoto ];
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};
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}
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