142 lines
3.6 KiB
Nix
142 lines
3.6 KiB
Nix
{
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stdenv,
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lib,
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buildPythonPackage,
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fetchFromGitHub,
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pythonAtLeast,
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# buildInputs
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llvmPackages,
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# build-system
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setuptools,
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# dependencies
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numpy,
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packaging,
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psutil,
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pyyaml,
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safetensors,
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torch,
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# tests
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evaluate,
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parameterized,
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pytest7CheckHook,
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transformers,
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config,
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cudatoolkit,
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}:
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buildPythonPackage rec {
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pname = "accelerate";
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version = "0.34.2";
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pyproject = true;
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src = fetchFromGitHub {
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owner = "huggingface";
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repo = "accelerate";
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rev = "refs/tags/v${version}";
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hash = "sha256-4kDNLta6gGev16A4hNOArTpoD8p6LMRwqwHS/DZjtz0=";
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};
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buildInputs = [ llvmPackages.openmp ];
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build-system = [ setuptools ];
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dependencies = [
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numpy
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packaging
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psutil
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pyyaml
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safetensors
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torch
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];
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nativeCheckInputs = [
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evaluate
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parameterized
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pytest7CheckHook
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transformers
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];
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preCheck =
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''
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export HOME=$(mktemp -d)
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export PATH=$out/bin:$PATH
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''
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+ lib.optionalString config.cudaSupport ''
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export TRITON_PTXAS_PATH="${cudatoolkit}/bin/ptxas"
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'';
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pytestFlagsArray = [ "tests" ];
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disabledTests =
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[
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# try to download data:
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"FeatureExamplesTests"
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"test_infer_auto_device_map_on_t0pp"
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# require socket communication
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"test_explicit_dtypes"
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"test_gated"
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"test_invalid_model_name"
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"test_invalid_model_name_transformers"
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"test_no_metadata"
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"test_no_split_modules"
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"test_remote_code"
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"test_transformers_model"
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# nondeterministic, tests GC behaviour by thresholding global ram usage
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"test_free_memory_dereferences_prepared_components"
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# set the environment variable, CC, which conflicts with standard environment
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"test_patch_environment_key_exists"
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]
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++ lib.optionals (pythonAtLeast "3.12") [
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# RuntimeError: Dynamo is not supported on Python 3.12+
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"test_convert_to_fp32"
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"test_dynamo_extract_model"
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"test_send_to_device_compiles"
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]
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++ lib.optionals (stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isAarch64) [
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# usual aarch64-linux RuntimeError: DataLoader worker (pid(s) <...>) exited unexpectedly
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"CheckpointTest"
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# TypeError: unsupported operand type(s) for /: 'NoneType' and 'int' (it seems cpuinfo doesn't work here)
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"test_mpi_multicpu_config_cmd"
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]
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++ lib.optionals (!config.cudaSupport) [
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# requires ptxas from cudatoolkit, which is unfree
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"test_dynamo_extract_model"
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]
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++ lib.optionals (stdenv.hostPlatform.isDarwin) [
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# RuntimeError: 'accelerate-launch /nix/store/a7vhm7b74a7bmxc35j26s9iy1zfaqjs...
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"test_accelerate_test"
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"test_init_trackers"
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"test_init_trackers"
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"test_log"
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"test_log_with_tensor"
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]
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++ lib.optionals (stdenv.hostPlatform.isDarwin && stdenv.hostPlatform.isx86_64) [
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# RuntimeError: torch_shm_manager: execl failed: Permission denied
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"CheckpointTest"
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];
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disabledTestPaths = lib.optionals (!(stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isx86_64)) [
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# numerous instances of torch.multiprocessing.spawn.ProcessRaisedException:
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"tests/test_cpu.py"
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"tests/test_grad_sync.py"
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"tests/test_metrics.py"
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"tests/test_scheduler.py"
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];
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pythonImportsCheck = [ "accelerate" ];
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__darwinAllowLocalNetworking = true;
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meta = {
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homepage = "https://huggingface.co/docs/accelerate";
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description = "Simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision";
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changelog = "https://github.com/huggingface/accelerate/releases/tag/v${version}";
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license = lib.licenses.asl20;
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maintainers = with lib.maintainers; [ bcdarwin ];
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mainProgram = "accelerate";
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};
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}
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