-
Notifications
You must be signed in to change notification settings - Fork 2
/
Copy pathvs-pytorch-rocm.dockerfile
350 lines (292 loc) · 15.5 KB
/
vs-pytorch-rocm.dockerfile
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
ARG BASE_CONTAINER_TAG=latest
FROM lychee0/vs-ffmpeg-docker:${BASE_CONTAINER_TAG}
###
# Set the working directory for ROCm
###
WORKDIR /amd
###
# set up ROCm environment (ROCm 6.1.3)
###
# Install necessary dependencies
RUN apt install -y \
software-properties-common \
&& add-apt-repository ppa:deadsnakes/ppa \
&& add-apt-repository universe \
&& apt update
RUN \
wget http://security.ubuntu.com/ubuntu/pool/universe/n/ncurses/libtinfo5_6.2-0ubuntu2.1_amd64.deb && \
apt install -y ./libtinfo5_6.2-0ubuntu2.1_amd64.deb && \
rm -f ./libtinfo5_6.2-0ubuntu2.1_amd64.deb && \
wget https://mirrors.edge.kernel.org/ubuntu/pool/main/s/suitesparse/libsuitesparseconfig5_5.10.1+dfsg-4build1_amd64.deb && \
apt install -y ./libsuitesparseconfig5_5.10.1+dfsg-4build1_amd64.deb && \
rm -f ./libsuitesparseconfig5_5.10.1+dfsg-4build1_amd64.deb && \
wget https://mirrors.edge.kernel.org/ubuntu/pool/universe/s/suitesparse/libccolamd2_5.10.1+dfsg-4build1_amd64.deb && \
apt install -y ./libccolamd2_5.10.1+dfsg-4build1_amd64.deb && \
rm -f ./libccolamd2_5.10.1+dfsg-4build1_amd64.deb && \
wget https://mirrors.edge.kernel.org/ubuntu/pool/main/s/suitesparse/libcamd2_5.7.1+dfsg-2_amd64.deb && \
apt install -y ./libcamd2_5.7.1+dfsg-2_amd64.deb && \
rm -f ./libcamd2_5.7.1+dfsg-2_amd64.deb && \
wget https://mirrors.edge.kernel.org/ubuntu/pool/main/s/suitesparse/libcolamd2_5.7.1+dfsg-2_amd64.deb && \
apt install -y ./libcolamd2_5.7.1+dfsg-2_amd64.deb && \
rm -f ./libcolamd2_5.7.1+dfsg-2_amd64.deb && \
wget https://mirrors.edge.kernel.org/ubuntu/pool/main/s/suitesparse/libamd2_5.7.1+dfsg-2_amd64.deb && \
apt install -y ./libamd2_5.7.1+dfsg-2_amd64.deb && \
rm -f ./libamd2_5.7.1+dfsg-2_amd64.deb && \
wget https://mirrors.edge.kernel.org/ubuntu/pool/main/s/suitesparse/libcholmod3_5.7.1+dfsg-2_amd64.deb && \
apt install -y ./libcholmod3_5.7.1+dfsg-2_amd64.deb && \
rm -f ./libcholmod3_5.7.1+dfsg-2_amd64.deb && \
wget http://security.ubuntu.com/ubuntu/pool/universe/n/ncurses/libncurses5_6.2-0ubuntu2.1_amd64.deb && \
apt install -y ./libncurses5_6.2-0ubuntu2.1_amd64.deb && \
rm -f ./libncurses5_6.2-0ubuntu2.1_amd64.deb && \
wget https://mirrors.edge.kernel.org/ubuntu/pool/main/m/mime-support/mime-support_3.66_all.deb && \
apt install -y ./mime-support_3.66_all.deb && \
rm -f ./mime-support_3.66_all.deb && \
wget https://mirrors.edge.kernel.org/ubuntu/pool/universe/libf/libffi7/libffi7_3.3-5ubuntu1_amd64.deb && \
apt install -y ./libffi7_3.3-5ubuntu1_amd64.deb && \
rm -f ./libffi7_3.3-5ubuntu1_amd64.deb && \
wget https://mirrors.edge.kernel.org/ubuntu/pool/main/m/mpdecimal/libmpdec2_2.4.2-3_amd64.deb && \
apt install -y ./libmpdec2_2.4.2-3_amd64.deb && \
rm -f ./libmpdec2_2.4.2-3_amd64.deb
# Download the AMD GPU installer package
RUN wget https://repo.radeon.com/amdgpu-install/6.1.3/ubuntu/jammy/amdgpu-install_6.1.60103-1_all.deb && \
apt install -y ./amdgpu-install_6.1.60103-1_all.deb && \
rm -f ./amdgpu-install_6.1.60103-1_all.deb && \
amdgpu-install -y --usecase=wsl,rocm --no-dkms
###
# Set the working directory for VapourSynth
###
WORKDIR /workspace
###
# Install VapourSynth C++ plugins
###
# --- prerequisites ---
RUN apt install -y \
autoconf \
llvm-15 \
nasm \
libboost-dev \
libxxhash-dev \
libfftw3-dev \
libtbb-dev
# jansson
RUN git clone https://github.com/akheron/jansson --depth 1 && cd jansson && autoreconf -fi && CFLAGS=-fPIC ./configure && \
make -j$(nproc) && make install
# bzip2
RUN git clone https://github.com/libarchive/bzip2 --depth 1 && cd bzip2 && \
mkdir build && cd build && cmake .. && make -j$(nproc) && make install
# --- VapourSynth plugins ---
# bestsource
RUN git clone https://github.com/vapoursynth/bestsource.git --depth 1 --recurse-submodules --shallow-submodules --remote-submodules && cd bestsource && \
CFLAGS=-fPIC meson setup -Denable_plugin=true build && CFLAGS=-fPIC ninja -C build && ninja -C build install
# vs-miscfilters
RUN git clone https://github.com/vapoursynth/vs-miscfilters-obsolete --depth 1 && cd vs-miscfilters-obsolete && \
mkdir build && cd build && meson ../ && ninja && ninja install
# ffms2
RUN git clone https://github.com/FFMS/ffms2 --depth 1 && cd ffms2 && \
./autogen.sh && CFLAGS=-fPIC CXXFLAGS=-fPIC LDFLAGS="-Wl,-Bsymbolic" ./configure --enable-shared && make -j$(nproc) && make install
RUN ln -s /usr/local/lib/libffms2.so /usr/local/lib/vapoursynth/libffms2.so
# fmtconv
RUN git clone https://github.com/EleonoreMizo/fmtconv --depth 1 && cd fmtconv/build/unix/ && \
./autogen.sh && ./configure && make -j$(nproc) && make install
RUN ln -s /usr/local/lib/libfmtconv.so /usr/local/lib/vapoursynth/libfmtconv.so
# removegrain
RUN git clone https://github.com/vapoursynth/vs-removegrain --depth 1 && cd vs-removegrain && \
mkdir build && cd build && meson ../ && ninja && ninja install
# HomeOfVapourSynthEvolution's plugins
# Retinex
RUN git clone https://github.com/HomeOfVapourSynthEvolution/VapourSynth-Retinex --depth 1 && cd VapourSynth-Retinex && \
mkdir build && cd build && meson ../ && ninja && ninja install
# TCanny
RUN git clone https://github.com/HomeOfVapourSynthEvolution/VapourSynth-TCanny --depth 1 && cd VapourSynth-TCanny && \
mkdir build && cd build && meson ../ && ninja && ninja install
# CTMF
RUN git clone https://github.com/HomeOfVapourSynthEvolution/VapourSynth-CTMF --depth 1 && cd VapourSynth-CTMF && \
mkdir build && cd build && meson ../ && ninja && ninja install
# CAS
RUN git clone https://github.com/HomeOfVapourSynthEvolution/VapourSynth-CAS --depth 1 && cd VapourSynth-CAS && \
mkdir build && cd build && meson ../ && ninja && ninja install
# AddGrain
RUN git clone https://github.com/HomeOfVapourSynthEvolution/VapourSynth-AddGrain --depth 1 && cd VapourSynth-AddGrain && \
mkdir build && cd build && meson ../ && ninja && ninja install
# Bilateral
RUN git clone https://github.com/HomeOfVapourSynthEvolution/VapourSynth-Bilateral --depth 1 && cd VapourSynth-Bilateral && \
./configure && make -j$(nproc) && make install
# Bwdif
RUN git clone https://github.com/HomeOfVapourSynthEvolution/VapourSynth-Bwdif --depth 1 && cd VapourSynth-Bwdif && \
mkdir build && cd build && meson ../ && ninja && ninja install
# DCTFilter
RUN git clone https://github.com/HomeOfVapourSynthEvolution/VapourSynth-DCTFilter --depth 1 && cd VapourSynth-DCTFilter && \
mkdir build && cd build && meson ../ && ninja && ninja install
# TTempSmooth
RUN git clone https://github.com/HomeOfVapourSynthEvolution/VapourSynth-TTempSmooth --depth 1 && cd VapourSynth-TTempSmooth && \
mkdir build && cd build && meson ../ && ninja && ninja install
# EEDI2
RUN git clone https://github.com/HomeOfVapourSynthEvolution/VapourSynth-EEDI2 --depth 1 && cd VapourSynth-EEDI2 && \
mkdir build && cd build && meson ../ && ninja && ninja install
# EEDI3
RUN git clone https://github.com/HomeOfVapourSynthEvolution/VapourSynth-EEDI3 --depth 1 && cd VapourSynth-EEDI3 && \
mkdir build && cd build && meson -D opencl=false ../ && ninja && ninja install
# HomeOfAviSynthPlusEvolution's plugins
# neo_FFT3D
RUN git clone https://github.com/HomeOfAviSynthPlusEvolution/neo_FFT3D --depth 1 && cd neo_FFT3D && \
cmake -S . -B build -G Ninja -LA && \
cmake --build build --verbose
RUN cp neo_FFT3D/build/libneo-fft3d.so /usr/local/lib && \
ln -s /usr/local/lib/libneo-fft3d.so /usr/local/lib/vapoursynth/libneo-fft3d.so
# neo_DFTTest
RUN git clone https://github.com/HomeOfAviSynthPlusEvolution/neo_DFTTest --depth 1 && cd neo_DFTTest && \
cmake -S . -B build -G Ninja -LA && \
cmake --build build --verbose
RUN cp neo_DFTTest/build/libneo-dfttest.so /usr/local/lib && \
ln -s /usr/local/lib/libneo-dfttest.so /usr/local/lib/vapoursynth/libneo-dfttest.so
# neo_f3kdb
RUN git clone https://github.com/HomeOfAviSynthPlusEvolution/neo_f3kdb --depth 1 && cd neo_f3kdb && \
cmake -S . -B build -G Ninja -LA && \
cmake --build build --verbose
RUN cp neo_f3kdb/build/libneo-f3kdb.so /usr/local/lib && \
ln -s /usr/local/lib/libneo-f3kdb.so /usr/local/lib/vapoursynth/libneo-f3kdb.so
# AmusementClub's plugins
# assrender
RUN git clone https://github.com/AmusementClub/assrender --depth 1 && cd assrender && \
mkdir build && cd build && cmake .. && make -j$(nproc) && make install
# vs-boxblur
RUN git clone https://github.com/AmusementClub/vs-boxblur --depth 1 --recurse-submodules && cd vs-boxblur && \
cmake -S . -B build -G Ninja \
-D VS_INCLUDE_DIR="/usr/local/include/vapoursynth" \
-D CMAKE_BUILD_TYPE=Release \
-D CMAKE_CXX_FLAGS_RELEASE="-Wall -ffast-math -march=x86-64-v3" && \
cmake --build build --verbose && \
cmake --install build --prefix /usr/local
# Irrational-Encoding-Wizardry's plugins
# RemapFrames
RUN git clone https://github.com/Irrational-Encoding-Wizardry/Vapoursynth-RemapFrames --depth 1 && cd Vapoursynth-RemapFrames && \
mkdir build && cd build && meson ../ && ninja && ninja install
RUN ln -s /usr/local/lib/x86_64-linux-gnu/vapoursynth/libremapframes.so /usr/local/lib/vapoursynth/libremapframes.so
# AkarinVS's plugins
# libakarin, depends on llvm ver >= 10.0 && < 16
RUN git clone https://github.com/AkarinVS/vapoursynth-plugin --depth 1 && cd vapoursynth-plugin && \
mkdir build && cd build && meson ../ && ninja && ninja install
# dubhater's plugins
# mvtools
RUN git clone https://github.com/dubhater/vapoursynth-mvtools --depth 1 && cd vapoursynth-mvtools && \
mkdir build && cd build && meson ../ && ninja && ninja install
RUN ln -s /usr/local/lib/x86_64-linux-gnu/libmvtools.so /usr/local/lib/vapoursynth/libmvtools.so
# fillborders
RUN git clone https://github.com/dubhater/vapoursynth-fillborders --depth 1 && cd vapoursynth-fillborders && \
mkdir build && cd build && meson ../ && ninja && ninja install
RUN ln -s /usr/local/lib/x86_64-linux-gnu/libfillborders.so /usr/local/lib/vapoursynth/libfillborders.so
# flux
RUN git clone https://github.com/dubhater/vapoursynth-fluxsmooth --depth 1 && cd vapoursynth-fluxsmooth && \
./autogen.sh && CFLAGS=-fPIC ./configure && make -j$(nproc) && make install
RUN ln -s /usr/local/lib/libfluxsmooth.so /usr/local/lib/vapoursynth/libfluxsmooth.so
# nnedi3
RUN git clone https://github.com/dubhater/vapoursynth-nnedi3 --depth 1 && cd vapoursynth-nnedi3 && \
./autogen.sh && CFLAGS=-fPIC CXXFLAGS=-fPIC ./configure && make -j$(nproc) && make install
RUN ln -s /usr/local/lib/libnnedi3.so /usr/local/lib/vapoursynth/libnnedi3.so
# tedgemask
RUN git clone https://github.com/dubhater/vapoursynth-tedgemask --depth 1 && cd vapoursynth-tedgemask && \
mkdir build && cd build && meson ../ && ninja && ninja install
RUN ln -s /usr/local/lib/x86_64-linux-gnu/libtedgemask.so /usr/local/lib/vapoursynth/libtedgemask.so
# sangnom
RUN git clone https://github.com/dubhater/vapoursynth-sangnom --depth 1 && cd vapoursynth-sangnom && \
mkdir build && cd build && meson ../ && ninja && ninja install
RUN ln -s /usr/local/lib/x86_64-linux-gnu/libsangnom.so /usr/local/lib/vapoursynth/libsangnom.so
# TensoRaw's plugins
# descale
RUN git clone https://github.com/TensoRaws/vapoursynth-descale --depth 1 && cd vapoursynth-descale && \
mkdir build && cd build && meson ../ && ninja && ninja install
# hqdn3d
RUN git clone https://github.com/TensoRaws/vapoursynth-hqdn3d --depth 1 && cd vapoursynth-hqdn3d && \
./autogen.sh && CXXFLAGS=-fPIC ./configure && make -j$(nproc) && make install
RUN ln -s /usr/local/lib/libhqdn3d.so /usr/local/lib/vapoursynth/libhqdn3d.so
# d2vsource
RUN git clone https://github.com/TensoRaws/d2vsource --depth 1 && cd d2vsource && \
./autogen.sh && CXXFLAGS=-fPIC ./configure && make -j$(nproc) && make install
RUN ln -s /usr/local/lib/libd2vsource.so /usr/local/lib/vapoursynth/libd2vsource.so
# znedi3
RUN git clone https://github.com/TensoRaws/znedi3 --depth 1 --recurse-submodules && cd znedi3 && \
mkdir build && cd build && meson ../ && ninja && ninja install
RUN ln -s /usr/local/lib/x86_64-linux-gnu/libvsznedi3.so /usr/local/lib/vapoursynth/libvsznedi3.so
RUN cp znedi3/nnedi3_weights.bin /usr/local/lib && \
ln -s /usr/local/lib/nnedi3_weights.bin /usr/local/lib/vapoursynth/nnedi3_weights.bin
###
# Install VapourSynth ROCm plugins
###
# TODO: Support ROCm, temporarily use the CPU version
# AmusementClub's plugins
# dfttest2
RUN git clone https://github.com/AmusementClub/vs-dfttest2 --depth 1 --recurse-submodules && cd vs-dfttest2 && \
cmake -S . -B build -G Ninja -LA \
-D ENABLE_CPU=ON \
-D ENABLE_CUDA=OFF \
-D ENABLE_HIP=OFF \
-D VAPOURSYNTH_INCLUDE_DIRECTORY="/usr/local/include/vapoursynth" \
-D CMAKE_BUILD_TYPE=Release \
-D CMAKE_CXX_FLAGS="-Wall -ffast-math -march=x86-64-v3" && \
cmake --build build --verbose && \
cmake --install build --verbose --prefix /usr/local
# WolframRhodium's plugins
# BM3DCUDA
RUN git clone https://github.com/WolframRhodium/VapourSynth-BM3DCUDA --depth 1 && cd VapourSynth-BM3DCUDA && \
cmake -S . -B build -G Ninja -LA \
-D ENABLE_CPU=ON \
-D ENABLE_CUDA=OFF \
-D ENABLE_HIP=OFF \
-D VAPOURSYNTH_INCLUDE_DIRECTORY="/usr/local/include/vapoursynth" \
-D CMAKE_BUILD_TYPE=Release \
-D CMAKE_CXX_FLAGS="-Wall -ffast-math -march=x86-64-v3" && \
cmake --build build --verbose && \
cmake --install build --verbose --prefix /usr/local
RUN ln -s /usr/local/lib/libbm3dcpu.so /usr/local/lib/vapoursynth/libbm3dcpu.so
###
# Install VapourSynth Python plugins
###
# install python packages with specific versions!!!
RUN pip install \
numpy==1.26.4 \
opencv-python==4.10.0.84
# install vsutil
RUN pip install vsutil==0.8.0
# install Jaded Encoding Thaumaturgy's func package (Why you *** require python >= 3.12?)
# fix import error in my branch
RUN pip install git+https://github.com/TensoRaws/vs-tools-2.3.0.git
RUN pip install \
vspyplugin==1.3.2 \
vskernels==2.4.1 \
vsexprtools==1.4.6 \
vsrgtools==1.5.1 \
vsmasktools==1.1.2 \
vsaa==1.8.2 \
vsscale==1.9.1 \
vsdenoise==2.4.0 \
vsdehalo==1.7.2 \
vsdeband==1.0.2 \
vsdeinterlace==0.5.1 \
vssource==0.9.5
# install maven's func package
RUN pip install git+https://github.com/HomeOfVapourSynthEvolution/mvsfunc.git
# install holywu's func package
RUN pip install git+https://github.com/HomeOfVapourSynthEvolution/havsfunc.git
# install PyTorch
#RUN pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/rocm6.1
RUN wget https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1.3/torch-2.1.2%2Brocm6.1.3-cp310-cp310-linux_x86_64.whl && \
wget https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1.3/torchvision-0.16.1%2Brocm6.1.3-cp310-cp310-linux_x86_64.whl && \
wget https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1.3/pytorch_triton_rocm-2.1.0%2Brocm6.1.3.4d510c3a44-cp310-cp310-linux_x86_64.whl && \
pip install \
torch-2.1.2+rocm6.1.3-cp310-cp310-linux_x86_64.whl \
torchvision-0.16.1+rocm6.1.3-cp310-cp310-linux_x86_64.whl \
pytorch_triton_rocm-2.1.0+rocm6.1.3.4d510c3a44-cp310-cp310-linux_x86_64.whl && \
rm -f \
torch-2.1.2+rocm6.1.3-cp310-cp310-linux_x86_64.whl \
torchvision-0.16.1+rocm6.1.3-cp310-cp310-linux_x86_64.whl \
pytorch_triton_rocm-2.1.0+rocm6.1.3.4d510c3a44-cp310-cp310-linux_x86_64.whl
# Locate the torch library directory, HACK
RUN location=$(pip show torch | grep Location | awk -F ": " '{print $2}') && \
cd ${location}/torch/lib/ && \
rm -f libhsa-runtime64.so* && \
cp /opt/rocm/lib/libhsa-runtime64.so.1.2 libhsa-runtime64.so
# install TensoRaws's packages
RUN pip install \
mbfunc==0.1.0 \
ccrestoration==0.2.1 \
ccvfi==0.0.1