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{
lib,
pkgs,
buildPythonPackage,
fetchFromGitHub,
# nativeBuildInputs
gitMinimal,
# build-system
certifi,
cmake,
packaging,
pyyaml,
setuptools,
zstd,
# dependencies
# coremltools, (unpackaged)
expecttest,
flatbuffers,
hydra-core,
hypothesis,
kgb,
mpmath,
numpy,
omegaconf,
pandas,
parameterized,
pytorch-tokenizers,
ruamel-yaml,
scikit-learn,
sympy,
tabulate,
torch,
torchao,
typing-extensions,
# tests
pytest-json-report,
pytest-rerunfailures,
pytestCheckHook,
torchaudio,
torchtune,
transformers,
writableTmpDirAsHomeHook,
yaspin,
}:
buildPythonPackage rec {
pname = "executorch";
version = "1.0.1";
pyproject = true;
src = fetchFromGitHub {
owner = "pytorch";
repo = "executorch";
tag = "v${version}";
# The ExecuTorch repo must be cloned into a directory named exactly `executorch`.
# See https://github.com/pytorch/executorch/issues/6475 for progress on a fix for this restriction.
name = "executorch";
fetchSubmodules = true;
hash = "sha256-h+nmipFDO/cdPTQXrjM5EkH//wHKBAvlDIp6SBbGN/8=";
};
# src = /home/gaetan/nix/nixpkgs-packages/executorch;
postPatch =
# Hardcode the default flatc binary path to the nixpkgs flatc
''
substituteInPlace exir/_serialize/_flatbuffer.py \
--replace-fail \
'flatc_path = "flatc"' \
'flatc_path = "${lib.getExe pkgs.flatbuffers}"'
''
# Relax build-system dependencies
+ ''
substituteInPlace pyproject.toml \
--replace-fail '"pip>=23",' "" \
--replace-fail "cmake>=3.29,<4.0.0" "cmake"
''
# CMake 4 dropped support of versions lower than 3.5, versions lower than 3.10 are deprecated.
# https://github.com/NixOS/nixpkgs/issues/445447
+ ''
substituteInPlace backends/xnnpack/third-party/pthreadpool/CMakeLists.txt \
--replace-fail \
"CMAKE_MINIMUM_REQUIRED(VERSION 3.5 FATAL_ERROR)" \
"CMAKE_MINIMUM_REQUIRED(VERSION 3.10 FATAL_ERROR)"
'';
env = {
BUILD_VERSION = version;
};
build-system = [
certifi
cmake
packaging
pyyaml
setuptools
zstd
];
dontUseCmakeConfigure = true;
nativeBuildInputs = [
gitMinimal
];
pythonRemoveDeps = [
# unpackaged
"coremltools"
# Test dependencies that should not be listed in runtime dependencies
"pytest"
"pytest-json-report"
"pytest-rerunfailures"
"pytest-xdist"
];
pythonRelaxDeps = [
"torchao"
];
dependencies = [
# coremltools (unpackaged)
expecttest
flatbuffers
hydra-core
hypothesis
kgb
mpmath
numpy
omegaconf
packaging
pandas
parameterized
pytorch-tokenizers
pyyaml
ruamel-yaml
scikit-learn
sympy
tabulate
torch
torchao
typing-extensions
];
pythonImportsCheck = [ "executorch" ];
nativeCheckInputs = [
pytest-json-report
pytest-rerunfailures
pytestCheckHook
torchaudio
torchtune
transformers
writableTmpDirAsHomeHook
yaspin
];
disabledTestPaths = [
# Require unpackaged coremltools
"backends/apple/coreml/*"
"export/tests/test_target_recipes.py"
# Try to download models from HuggingFace hub
"extension/llm/tokenizers/test/test_hf_tokenizer.py"
];
disabledTests = [
# RuntimeError: Failed to execute method forward, error: 0x20
# [method.cpp:70] Backend BackendWithCompilerDemo is not registered
"test_compatibility_in_runtime"
"test_compatibility_in_runtime_edge_program_manager"
"test_emit_lowered_backend_module_end_to_end"
"test_multi_method_end_to_end"
# AssertionError (Numerical comparison fails)
"test_sdpa_with_cache_seq_len_13"
"test_sdpa_with_custom_quantized_seq_len_130_gqa"
# Try to download models from the internet
"test_all_models_with_recipes"
"test_dl3_export_to_executorch"
"test_efficient_sam_export_to_executorch"
"test_ic3_export_to_executorch"
"test_mobilenet_v3"
"test_mobilenet_v3_xnnpack"
"test_mv2_export_to_executorch"
"test_mv3_export_to_executorch"
"test_resnet18_export_to_executorch"
"test_resnet50_export_to_executorch"
"test_vit_export_to_executorch"
];
meta = {
description = "On-device AI across mobile, embedded and edge for PyTorch";
homepage = "https://github.com/pytorch/executorch";
changelog = "https://github.com/pytorch/executorch/releases/tag/v${version}";
license = lib.licenses.bsd3;
maintainers = with lib.maintainers; [ GaetanLepage ];
badPlatforms = [
# Many tests segfault. Supporting this platform will need additional work
"aarch64-linux"
# Compilation errors on Darwin
lib.systems.inspect.patterns.isDarwin
];
};
}
|
