forked from espnet/espnet
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathinstall_torch.sh
executable file
·387 lines (336 loc) · 13.7 KB
/
install_torch.sh
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
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
#!/usr/bin/env bash
set -euo pipefail
log() {
local fname=${BASH_SOURCE[1]##*/}
echo -e "$(date '+%Y-%m-%dT%H:%M:%S') (${fname}:${BASH_LINENO[0]}:${FUNCNAME[1]}) $*"
}
unames="$(uname -s)"
if [[ ${unames} =~ Linux ]]; then
os_type=linux
elif [[ ${unames} =~ Darwin ]]; then
os_type=macos
elif [[ ${unames} =~ MINGW || ${unames} =~ CYGWIN || ${unames} =~ MSYS ]]; then
os_type=windows
else
os_type=unknown
fi
if [ $# -ne 3 ]; then
log "Usage: $0 <use_conda| true or false> <torch_version> <cuda_version>"
exit 1
elif [ $# -eq 3 ]; then
use_conda="$1"
if [ "${use_conda}" != false ] && [ "${use_conda}" != true ]; then
log "[ERROR] <use_conda> must be true or false, but ${use_conda} is given."
log "Usage: $0 <use_conda| true or false> <torch_version> <cuda_version>"
exit 1
fi
torch_version="$2"
cuda_version="$3"
fi
if [ "${cuda_version}" = cpu ] || [ "${cuda_version}" = CPU ]; then
cuda_version=
fi
if [ -n "${cuda_version}" ] && [ "${os_type}" = macos ]; then
log "Error: cuda is not supported for MacOS"
exit 1
fi
if [ "${os_type}" == macos ]; then
pip_cpu_module_suffix=
else
pip_cpu_module_suffix="+cpu"
fi
python_version=$(python3 -c "import sys; print(sys.version.split()[0])")
cuda_version_without_dot="${cuda_version/\./}"
python_plus(){
python3 <<EOF
from packaging.version import parse as L
if L('$python_version') >= L('$1'):
print("true")
else:
print("false")
EOF
}
pytorch_plus(){
python3 <<EOF
from packaging.version import parse as L
if L('$torch_version') >= L('$1'):
print("true")
else:
print("false")
EOF
}
install_torch(){
# Usage: install_torch <torchaudio-version>
if "${use_conda}"; then
if $(pytorch_plus 1.13.0); then
if [ -z "${cuda_version}" ]; then
log conda install -y "pytorch=${torch_version}" "torchaudio=$1" cpuonly -c pytorch
conda install -y "pytorch=${torch_version}" "torchaudio=$1" cpuonly -c pytorch
else
log conda install -y "pytorch=${torch_version}" "torchaudio=$1" "pytorch-cuda=${cuda_version}" -c pytorch -c nvidia
conda install -y "pytorch=${torch_version}" "torchaudio=$1" "pytorch-cuda=${cuda_version}" -c pytorch -c nvidia
fi
else
if [ -z "${cuda_version}" ]; then
log conda install -y "pytorch=${torch_version}" "torchaudio=$1" cpuonly -c pytorch
conda install -y "pytorch=${torch_version}" "torchaudio=$1" cpuonly -c pytorch
elif [ "${cuda_version}" = "11.5" ] || [ "${cuda_version}" = "11.6" ]; then
# NOTE(kamo): In my environment, cudatoolkit of conda-forge only could be installed, but I don't know why @ 12, May, 2022
cudatoolkit_channel=conda-forge
log conda install -y "pytorch=${torch_version}" "torchaudio=$1" "cudatoolkit=${cuda_version}" -c pytorch -c "${cudatoolkit_channel}"
conda install -y "pytorch=${torch_version}" "torchaudio=$1" "cudatoolkit=${cuda_version}" -c pytorch -c "${cudatoolkit_channel}"
elif [ "${cuda_version}" = "11.1" ] || [ "${cuda_version}" = "11.2" ]; then
# Anaconda channel, which is default main channel, doesn't provide cudatoolkit=11.1, 11.2 now (Any pytorch version doesn't provide cuda=11.2).
# https://anaconda.org/anaconda/cudatoolkit/files
# https://anaconda.org/nvidia/cudatoolkit/files
cudatoolkit_channel=nvidia
# https://anaconda.org/conda-forge/cudatoolkit/files
# cudatoolkit_channel=conda-forge
log conda install -y "pytorch=${torch_version}" "torchaudio=$1" "cudatoolkit=${cuda_version}" -c pytorch -c "${cudatoolkit_channel}"
conda install -y "pytorch=${torch_version}" "torchaudio=$1" "cudatoolkit=${cuda_version}" -c pytorch -c "${cudatoolkit_channel}"
else
log conda install -y "pytorch=${torch_version}" "torchaudio=$1" "cudatoolkit=${cuda_version}" -c pytorch
conda install -y "pytorch=${torch_version}" "torchaudio=$1" "cudatoolkit=${cuda_version}" -c pytorch
fi
fi
else
if [ -z "${cuda_version}" ]; then
log python3 -m pip install "torch==${torch_version}" "torchaudio==$1" --extra-index-url https://download.pytorch.org/whl/cpu
python3 -m pip install "torch==${torch_version}" "torchaudio==$1" --extra-index-url https://download.pytorch.org/whl/cpu
else
log python3 -m pip install "torch==${torch_version}" "torchaudio==$1" --extra-index-url https://download.pytorch.org/whl/cu"${cuda_version_without_dot}"
python3 -m pip install "torch==${torch_version}" "torchaudio==$1" --extra-index-url https://download.pytorch.org/whl/cu"${cuda_version_without_dot}"
fi
fi
}
check_python_version(){
if $(python_plus $1) || ! $(python_plus 3.6); then
log "[ERROR] pytorch=${torch_version} doesn't provide binary build for python>=$1,<3.6, but your python is ${python_version}"
exit 1
fi
}
check_cuda_version(){
supported=false
for v in "" $@; do
[ "${cuda_version}" = "${v}" ] && supported=true
done
if ! "${supported}"; then
# See https://anaconda.org/pytorch/pytorch/files to confirm the provided versions
log "[WARNING] Pre-build package for Pytorch=${torch_version} with CUDA=${cuda_version} is not provided."
return 1
fi
}
log "[INFO] python_version=${python_version}"
log "[INFO] torch_version=${torch_version}"
log "[INFO] cuda_version=${cuda_version}"
if ! python -c "import packaging.version" &> /dev/null; then
python3 -m pip install packaging
fi
if $(pytorch_plus 1.13.2); then
log "[ERROR] This script doesn't support pytorch=${torch_version}"
exit 1
elif $(pytorch_plus 1.13.1); then
check_python_version 3.11 # Error if python>=<number>
if ! check_cuda_version 11.7 11.6; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.7"
cuda_version=11.7
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.13.1 # install_torch <torch-audio-ver>
elif $(pytorch_plus 1.13.0); then
check_python_version 3.11 # Error if python>=<number>
if ! check_cuda_version 11.7 11.6; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.7"
cuda_version=11.7
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.13.0 # install_torch <torch-audio-ver>
elif $(pytorch_plus 1.12.2); then
log "[ERROR] pytorch=${torch_version} doesn't exist"
exit 1
elif $(pytorch_plus 1.12.1); then
check_python_version 3.11 # Error if python>=<number>
if ! check_cuda_version 11.6 11.3 10.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.6"
cuda_version=11.6
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.12.1 # install_torch <torch-audio-ver>
elif $(pytorch_plus 1.12.0); then
check_python_version 3.11 # Error if python>=<number>
if ! check_cuda_version 11.6 11.3 10.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.6"
cuda_version=11.6
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.12.0 # install_torch <torch-audio-ver>
elif $(pytorch_plus 1.11.1); then
log "[ERROR] pytorch=${torch_version} doesn't exist"
exit 1
elif $(pytorch_plus 1.11.0); then
check_python_version 3.11 # Error if python>=<number>
if ! check_cuda_version 11.5 11.3 11.1 10.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.5"
cuda_version=11.5
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.11.0 # install_torch <torch-audio-ver>
elif $(pytorch_plus 1.10.3); then
log "[ERROR] pytorch=${torch_version} doesn't exist"
exit 1
elif $(pytorch_plus 1.10.2); then
check_python_version 3.10 # Error if python>=<number>
if ! check_cuda_version 11.3 11.1 10.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.3"
cuda_version=11.3
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.10.2 # install_torch <torch-audio-ver>
elif $(pytorch_plus 1.10.1); then
check_python_version 3.10 # Error if python>=<number>
if ! check_cuda_version 11.3 11.1 10.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.3"
cuda_version=11.3
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.10.1 # install_torch <torch-audio-ver>
elif $(pytorch_plus 1.10.0); then
check_python_version 3.11 # Error if python>=<number>
if ! check_cuda_version 11.3 11.1 10.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.3"
cuda_version=11.3
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.10.0 # install_torch <torch-audio-ver>
elif $(pytorch_plus 1.9.2); then
log "[ERROR] pytorch=${torch_version} doesn't exist"
exit 1
elif $(pytorch_plus 1.9.1); then
check_python_version 3.10
if ! check_cuda_version 11.1 10.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.1"
cuda_version=11.7
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.9.1
elif $(pytorch_plus 1.9.0); then
check_python_version 3.10
if ! check_cuda_version 11.1 10.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.1"
cuda_version=11.1
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.9.0
elif $(pytorch_plus 1.8.2); then
log "[ERROR] pytorch=${torch_version} doesn't exist"
exit 1
elif $(pytorch_plus 1.8.1); then
check_python_version 3.10
if ! check_cuda_version 11.1 10.2 10.1; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.1"
cuda_version=11.1
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.8.1
elif $(pytorch_plus 1.8.0); then
check_python_version 3.10
if ! check_cuda_version 11.1 10.2 10.1; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.1"
cuda_version=11.1
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.8.0
elif $(pytorch_plus 1.7.2); then
log "[ERROR] pytorch=${torch_version} doesn't exist"
exit 1
elif $(pytorch_plus 1.7.1); then
check_python_version 3.10
if ! check_cuda_version 11.0 10.2 10.1 9.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.0"
cuda_version=11.0
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.7.2
elif $(pytorch_plus 1.7.0); then
check_python_version 3.10
if ! check_cuda_version 11.0 10.2 10.1 9.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=11.0"
cuda_version=11.0
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.7.0
elif $(pytorch_plus 1.6.1); then
log "[ERROR] pytorch=${torch_version} doesn't exist"
exit 1
elif $(pytorch_plus 1.6.0); then
check_python_version 3.9
if ! check_cuda_version 10.2 10.1 9.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=10.2"
cuda_version=10.2
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.6.0
elif $(pytorch_plus 1.5.2); then
log "[ERROR] pytorch=${torch_version} doesn't exist"
exit 1
elif $(pytorch_plus 1.5.1); then
check_python_version 3.9
if ! check_cuda_version 10.2 10.1 9.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=10.2"
cuda_version=10.2
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.5.1
elif $(pytorch_plus 1.5.0); then
check_python_version 3.9
if ! check_cuda_version 10.2 10.1 9.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=10.2"
cuda_version=10.2
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.5.0
elif $(pytorch_plus 1.4.1); then
log "[ERROR] pytorch=${torch_version} doesn't exist"
exit 1
elif $(pytorch_plus 1.4.0); then
check_python_version 3.9
if ! check_cuda_version 10.1 10.0 9.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=10.1"
cuda_version=10.1
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.4.0
elif $(pytorch_plus 1.3.2); then
log "[ERROR] pytorch=${torch_version} doesn't exist"
exit 1
elif $(pytorch_plus 1.3.1); then
check_python_version 3.8
if ! check_cuda_version 10.1 10.0 9.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=10.1"
cuda_version=10.1
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.3.2
elif $(pytorch_plus 1.3.0); then
check_python_version 3.8
if ! check_cuda_version 10.1 10.0 9.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=10.1"
cuda_version=10.1
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.3.1
elif $(pytorch_plus 1.2.1); then
log "[ERROR] pytorch=${torch_version} doesn't exist"
exit 1
elif $(pytorch_plus 1.2.0); then
check_python_version 3.8
if ! check_cuda_version 10.0 9.2; then
log "[INFO] Fallback: cuda_version=${cuda_version} -> cuda_version=10.0"
cuda_version=10.0
cuda_version_without_dot="${cuda_version/\./}"
fi
install_torch 0.3.0
else
log "[ERROR] This script doesn't support pytorch=${torch_version}"
exit 1
fi