1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
|
{
lib,
buildPythonPackage,
fetchFromGitHub,
pythonOlder,
coloredlogs,
datasets,
diffusers,
evaluate,
h5py,
huggingface-hub,
numpy,
onnx,
onnxruntime,
packaging,
protobuf,
setuptools,
sympy,
tensorflow,
tf2onnx,
timm,
torch,
transformers,
}:
buildPythonPackage rec {
pname = "optimum";
version = "1.20.0";
pyproject = true;
disabled = pythonOlder "3.7";
src = fetchFromGitHub {
owner = "huggingface";
repo = "optimum";
rev = "refs/tags/v${version}";
hash = "sha256-aQNDVNWTgY2LEtug229SEZRMvKHpsQfiTPWW4Lh3hs4=";
};
build-system = [ setuptools ];
dependencies = [
coloredlogs
datasets
huggingface-hub
numpy
packaging
sympy
torch
transformers
] ++ transformers.optional-dependencies.sentencepiece;
optional-dependencies = {
onnxruntime = [
onnx
onnxruntime
datasets
evaluate
protobuf
];
exporters = [
onnx
onnxruntime
timm
];
exporters-tf = [
tensorflow
tf2onnx
onnx
onnxruntime
timm
h5py
numpy
];
diffusers = [ diffusers ];
intel = [
# optimum-intel
];
openvino = [
# optimum-intel
]; # ++ optimum-intel.optional-dependencies.openvino;
nncf = [
# optimum-intel
]; # ++ optimum-intel.optional-dependencies.nncf;
neural-compressor = [
# optimum-intel
]; # ++ optimum-intel.optional-dependencies.neural-compressor;
graphcore = [
# optimum-graphcore
];
habana = [
transformers
# optimum-habana
];
neuron = [
# optimum-neuron
]; # ++ optimum-neuron.optional-dependencies.neuron;
neuronx = [
# optimum-neuron
]; # ++ optimum-neuron.optional-dependencies.neuronx;
furiosa = [
# optimum-furiosa
];
};
# almost all tests try to connect to https://huggingface.co
doCheck = false;
pythonImportsCheck = [ "optimum" ];
meta = with lib; {
description = "Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools";
mainProgram = "optimum-cli";
homepage = "https://github.com/huggingface/optimum";
changelog = "https://github.com/huggingface/optimum/releases/tag/${src.rev}";
license = licenses.asl20;
maintainers = with maintainers; [ natsukium ];
};
}
|
