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{
lib,
stdenv,
config,
buildPythonPackage,
fetchFromGitHub,
# patches
replaceVars,
addDriverRunpath,
cudaPackages,
llvmPackages,
ocl-icd,
rocmPackages,
# build-system
setuptools,
# optional-dependencies
# arm
unicorn,
# triton
triton,
# testing_minimal
hypothesis,
numpy,
pytest-xdist,
torch,
z3-solver,
# testing_unit
ggml-python,
openai,
safetensors,
tabulate,
tqdm,
# testing
blobfile,
boto3,
bottle,
capstone,
librosa,
networkx,
nibabel,
onnx,
onnxruntime,
opencv4,
pandas,
pillow,
pycocotools,
sentencepiece,
tiktoken,
transformers,
# tests
pytestCheckHook,
writableTmpDirAsHomeHook,
# passthru
tinygrad,
cudaSupport ? config.cudaSupport,
rocmSupport ? config.rocmSupport,
}:
buildPythonPackage (finalAttrs: {
pname = "tinygrad";
version = "0.12.0";
pyproject = true;
src = fetchFromGitHub {
owner = "tinygrad";
repo = "tinygrad";
tag = "v${finalAttrs.version}";
hash = "sha256-Lied19C1sAbislr2WznnCZEmOn5PA0OzMg2KOdWOYkA=";
};
patches =
let
libExtension = stdenv.hostPlatform.extensions.sharedLibrary;
in
[
(replaceVars ./patch-deps-paths.patch {
libllvm = "${lib.getLib llvmPackages.llvm}/lib/libLLVM${libExtension}";
libclang = "${lib.getLib llvmPackages.libclang}/lib/libclang${libExtension}";
# Use the unwrapped variant to enable the "native" features currently unavailable in the sandbox
clang = lib.getExe llvmPackages.clang-unwrapped;
})
]
++ lib.optionals cudaSupport [
(replaceVars ./patch-cuda-paths.patch {
inherit (addDriverRunpath) driverLink;
cuda_nvrtc = lib.getLib cudaPackages.cuda_nvrtc;
# `cuda_fp16.h` and co. are needed at runtime to compile kernels
cuda_cudart = lib.getInclude cudaPackages.cuda_cudart;
})
]
++ lib.optionals rocmSupport [
(replaceVars ./patch-rocm-paths.patch {
comgr = lib.getLib rocmPackages.rocm-comgr;
clr = lib.getLib rocmPackages.clr;
rocm-runtime = lib.getLib rocmPackages.rocm-runtime;
rocm-llvm-objdump = lib.getExe' rocmPackages.llvm.llvm "llvm-objdump";
llvm-objdump = lib.getExe' llvmPackages.llvm "llvm-objdump";
hipcc = lib.getExe' rocmPackages.hipcc "hipcc";
})
];
postPatch = lib.optionalString stdenv.hostPlatform.isLinux ''
substituteInPlace tinygrad/runtime/autogen/opencl.py \
--replace-fail \
"dll = DLL('opencl', 'OpenCL')" \
"dll = DLL('opencl', '${lib.getLib ocl-icd}/lib/libOpenCL.so')"
substituteInPlace tinygrad/runtime/autogen/libc.py \
--replace-fail \
"dll = DLL('libc', 'c', use_errno=True)" \
"dll = DLL('libc', '${lib.getLib stdenv.cc.libc}/lib/libc.so.6', use_errno=True)"
'';
__propagatedImpureHostDeps = lib.optional stdenv.hostPlatform.isDarwin "/usr/lib/libc.dylib";
build-system = [ setuptools ];
optional-dependencies = lib.fix (self: {
arm = [ unicorn ];
triton = [ triton ];
testing_minimal = [
hypothesis
numpy
pytest-xdist
torch
z3-solver
];
testing_unit = self.testing_minimal ++ [
ggml-python
openai
safetensors
tabulate
tqdm
];
testing = self.testing_unit ++ [
blobfile
boto3
bottle
capstone
librosa
networkx
nibabel
onnx
onnxruntime
opencv4
pandas
pillow
pycocotools
sentencepiece
tiktoken
transformers
];
});
pythonImportsCheck = [
"tinygrad"
"tinygrad.runtime.autogen.libclang"
]
++ lib.optionals cudaSupport [
"tinygrad.runtime.ops_cuda"
"tinygrad.runtime.ops_nv"
]
++ lib.optionals rocmSupport [
"tinygrad.runtime.ops_amd"
"tinygrad.runtime.ops_hip"
]
++ lib.optionals stdenv.hostPlatform.isDarwin [
"tinygrad.runtime.ops_metal"
];
nativeCheckInputs = [
llvmPackages.clang
pytestCheckHook
writableTmpDirAsHomeHook
]
++ finalAttrs.passthru.optional-dependencies.testing;
disabledTests = [
# RuntimeError: Attempting to relocate against an undefined symbol 'fmaxf'
"test_backward_sum_acc_dtype"
"test_failure_27"
# Flaky:
# AssertionError: 2.1376906810000946 not less than 2.0
"test_recursive_pad"
# Require internet access
"testCopySHMtoDefault"
"test_benchmark_openpilot_model"
"test_bn_alone"
"test_bn_linear"
"test_bn_mnist"
"test_car"
"test_chicken"
"test_chicken_bigbatch"
"test_conv_mnist"
"test_data_parallel_resnet"
"test_dataset_is_realized"
"test_e2e_big"
"test_fetch_small"
"test_hevc_parser"
"test_huggingface_enet_safetensors"
"test_index_mnist"
"test_linear_mnist"
"test_llama_basic"
"test_llama_bytes"
"test_llama_control_char"
"test_llama_early_tokenize"
"test_llama_pat"
"test_llama_repeat"
"test_llama_special1"
"test_llama_special2"
"test_load_convnext"
"test_load_enet"
"test_load_enet_alt"
"test_load_gpt2_q4_1"
"test_load_llama2bfloat"
"test_load_resnet"
"test_load_sample_mxfp4"
"test_load_sample_q6_k"
"test_load_tinyllama_q4_0"
"test_load_tinyllama_q8_0"
"test_mnist_val"
"test_openpilot_model"
"test_resnet"
"test_shufflenet"
"test_transcribe_batch12"
"test_transcribe_batch21"
"test_transcribe_file1"
"test_transcribe_file2"
"test_transcribe_long"
"test_transcribe_long_no_batch"
"test_vgg7"
]
++ lib.optionals (stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isAarch64) [
# Fail with AssertionError
"test_casts_from"
"test_casts_to"
"test_float_cast_to_unsigned_underflow"
"test_int8"
"test_int8_to_uint16_negative"
]
++ lib.optionals stdenv.hostPlatform.isDarwin [
# Flaky (pass when running a smaller set of tests: tests/unit/*, but not within the full test suite)
# AttributeError: module 'tinygrad.runtime.autogen.libclang' has no attribute 'clang_parseTranslationUnit'
"test_gen_from_header"
"test_struct_ordering"
];
disabledTestPaths = [
# Require internet access
"test/models/test_mnist.py"
"test/models/test_real_world.py"
"test/testextra/test_lr_scheduler.py"
# Files under this directory are not considered as tests by upstream and should be skipped
"extra/"
]
++ lib.optionals stdenv.hostPlatform.isDarwin [
# urllib.error.URLError: <urlopen error [SSL: CERTIFICATE_VERIFY_FAILED]
# certificate verify failed: self-signed certificate in certificate chain (_ssl.c:1032)>
"test/models/test_whisper.py"
];
__darwinAllowLocalNetworking = true;
passthru = {
tests = {
withCuda = tinygrad.override { cudaSupport = true; };
withRocm = tinygrad.override { rocmSupport = true; };
};
gpuCheck = tinygrad.overridePythonAttrs (old: {
requiredSystemFeatures = [ "cuda" ];
pytestFlags = (old.pytestFlags or [ ]) ++ [
# When running in parallel, with GPU support, some tests become flaky:
# RuntimeError: Wait timeout: 30000 ms! (the signal is not set to 153, but 151)
"--maxprocesses=1"
];
});
};
meta = {
description = "Simple and powerful neural network framework";
homepage = "https://github.com/tinygrad/tinygrad";
changelog = "https://github.com/tinygrad/tinygrad/releases/tag/${finalAttrs.src.tag}";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ GaetanLepage ];
};
})
|
