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ROCm-5.3.0

OS linux Python ROCm GPU
Ubuntu-20.04.5 5.15 3.8.10 5.3.0 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm530

Install ROCm First https://docs.amd.com/bundle/ROCm-Installation-Guide-v5.3/page/Introduction_to_ROCm_Installation_Guide_for_Linux.html

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rocr-runtime 1.7.0 902K https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm530/hsa-rocr_1.7.0.50300-63.20.04_amd64.deb
rocblas 2.45.0 9.8M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm530/rocblas_2.45.0.50300-63.20.04_amd64.deb
pytorch 1.11.0-rc2 145.14M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
torchvision 0.12.0-rc1 18.47M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
tensorflow 2.8.0 300.22M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl
  1. Install ROCm-5.3.0
  2. sudo dpkg -i hsa-rocr_1.7.0.50300-63.20.04_amd64.deb
  3. sudo dpkg -i rocblas_2.45.0.50300-63.20.04_amd64.deb
  4. pip3 install torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
  5. pip3 install torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
  6. pip3 install tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl

PS: You may need export LD_LIBRARY_PATH=/opt/rocm/lib to resolve cannot find libmiopen.so error.

ROCm-5.2.0

OS linux Python ROCm GPU
Ubuntu-20.04.4 5.13 3.8.10 5.2.0 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm520

Install ROCm First https://docs.amd.com/bundle/ROCm-Installation-Guide-v5.2/page/Overview_of_ROCm_Installation_Methods.html

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rocblas 2.44.0 9.8M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm520/rocblas_2.44.0.50200-65_amd64.deb
pytorch 1.11.0-rc2 145.14M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
torchvision 0.12.0-rc1 18.47M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
tensorflow 2.8.0 300.22M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl
  1. Install ROCm-5.2.0
  2. sudo dpkg -i rocblas_2.44.0.50200-65_amd64.deb
  3. pip3 install torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
  4. pip3 install torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
  5. pip3 install tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl

PS: You may need export LD_LIBRARY_PATH=/opt/rocm/lib to resolve cannot find libmiopen.so error.

ROCm-5.1.3

OS linux Python ROCm GPU
Ubuntu-20.04.4 5.13 3.8.10 5.1.3 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm513

Install ROCm First https://docs.amd.com/bundle/ROCm_Installation_Guide-v5.1/page/Overview_of_ROCm_Installation_Methods.html

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rocblas 2.43.0 9.8M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm513/rocblas_2.43.0.50103-66-f0273f26.dirty_amd64.deb
pytorch 1.11.0-rc2 145.14M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
torchvision 0.12.0-rc1 18.47M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
tensorflow 2.8.0 300.22M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl
  1. Install ROCm-5.1.1
  2. sudo dpkg -i rocblas_2.43.0-490c4140.dirty_amd64.deb
  3. pip3 install torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
  4. pip3 install torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
  5. pip3 install tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl

PS: You may need export LD_LIBRARY_PATH=/opt/rocm/lib to resolve cannot find libmiopen.so error.

ROCm-5.1.1

OS linux Python ROCm GPU
Ubuntu-20.04.4 5.13 3.8.10 5.1.3 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm511

Install ROCm First https://docs.amd.com/bundle/ROCm_Installation_Guide-v5.1/page/Overview_of_ROCm_Installation_Methods.html

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rocblas 2.43.0 9.8M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm511/rocblas_2.43.0-490c4140.dirty_amd64.deb
pytorch 1.11.0-rc2 145.14M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
torchvision 0.12.0-rc1 18.47M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
tensorflow 2.8.0 300.22M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl
  1. Install ROCm-5.1.1
  2. sudo dpkg -i rocblas_2.43.0-490c4140.dirty_amd64.deb
  3. pip3 install torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
  4. pip3 install torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
  5. pip3 install tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl

PS: You may need export LD_LIBRARY_PATH=/opt/rocm/lib to resolve cannot find libmiopen.so error.

ROCm-5.1.0

OS linux Python ROCm GPU
Ubuntu-20.04.4 5.13 3.8.10 5.1.0 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm510

Install ROCm First https://docs.amd.com/bundle/ROCm_Installation_Guide-v5.1/page/Overview_of_ROCm_Installation_Methods.html

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rocblas 2.43.0 9.8M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm510/rocblas_2.43.0-490c4140.dirty_amd64.deb
pytorch 1.11.0-rc2 145.14M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
torchvision 0.12.0-rc1 18.47M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
tensorflow 2.8.0 300.22M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl
  1. Install ROCm-5.1.0
  2. sudo dpkg -i rocblas_2.43.0-490c4140.dirty_amd64.deb
  3. pip3 install torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
  4. pip3 install torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
  5. pip3 install tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl

PS: You may need export LD_LIBRARY_PATH=/opt/rocm/lib to resolve cannot find libmiopen.so error.

ROCm-5.0.0

OS linux Python ROCm GPU
Ubuntu-20.04.3 5.11 3.8.10 5.0.0 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm500

Install ROCm First https://docs.amd.com/bundle/ROCm_Installation_Guide-v5.0/page/Overview_of_ROCm_Installation_Methods.html

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rocblas 2.42.0 9.71M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/rocblas_2.42.0-60c5f03d.dirty_amd64.deb
pytorch 1.11.0-rc2 145.14M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
torchvision 0.12.0-rc1 18.47M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
tensorflow 2.8.0 300.22M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm500/tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl
  1. Install ROCm-5.0.0
  2. sudo dpkg -i rocblas_2.42.0-60c5f03d.dirty_amd64.deb
  3. pip3 install torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whl
  4. pip3 install torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whl
  5. pip3 install tensorflow_rocm-2.8.0-cp38-cp38-linux_x86_64.whl

PS: I tried pytorch-1.8.2 and pytorch-1.10.2, there is a compiling error for cannot resolve chain iterator in rocPRIM. There latest pytorch-1.11.0-rc2 seems resolved this problem.

ROCm-4.5.2

OS linux Python ROCm GPU
Ubuntu-20.04.3 5.11 3.8.10 4.5.2 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm452

Install ROCm First https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html#ubuntu

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rocblas 2.41.0 11.7M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm452/rocblas_2.41.0-337552f0.dirty_amd64.deb
pytorch 1.9.0 206M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm43/torch-1.9.0a0+gitd69c22d-cp38-cp38-linux_x86_64.whl
torchvision 0.10.0 21M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm43/torchvision-0.10.0a0+300a8a4-cp38-cp38-linux_x86_64.whl
tensorflow 2.6.0 284M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm43/tensorflow-2.6.0-cp38-cp38-linux_x86_64.whl
  1. sudo apt install rocm-dkms rocm-libs
  2. sudo dpkg -i rocblas_2.41.0-337552f0.dirty_amd64.deb
  3. pip3 install torch-1.9.0a0+gitd69c22d-cp38-cp38-linux_x86_64.whl
  4. pip3 install torchvision-0.10.0a0+300a8a4-cp38-cp38-linux_x86_64.whl
  5. pip3 install tensorflow-2.6.0-cp38-cp38-linux_x86_64.whl

ROCm-4.5.0

OS linux Python ROCm GPU
Ubuntu-20.04.3 5.11 3.8.10 4.5.0 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm450

Install ROCm First https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html#ubuntu

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rocblas 2.41.0 11.7M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm450/rocblas_2.41.0-337552f0.dirty_amd64.deb
pytorch 1.9.0 206M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm43/torch-1.9.0a0+gitd69c22d-cp38-cp38-linux_x86_64.whl
torchvision 0.10.0 21M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm43/torchvision-0.10.0a0+300a8a4-cp38-cp38-linux_x86_64.whl
tensorflow 2.6.0 284M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm43/tensorflow-2.6.0-cp38-cp38-linux_x86_64.whl
  1. sudo apt install rocm-dkms rocm-libs
  2. sudo dpkg -i rocblas_2.41.0-337552f0.dirty_amd64.deb
  3. pip3 install torch-1.9.0a0+gitd69c22d-cp38-cp38-linux_x86_64.whl
  4. pip3 install torchvision-0.10.0a0+300a8a4-cp38-cp38-linux_x86_64.whl
  5. pip3 install tensorflow-2.6.0-cp38-cp38-linux_x86_64.whl

ROCm-4.3.1

OS linux Python ROCm GPU
Ubuntu-20.04.2 5.11 3.8.10 4.3.1 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm43

Install ROCm First https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html#ubuntu

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rocblas 2.39.0 7.4M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm43/rocblas_2.39.0-8328dcce.dirty_amd64.deb
pytorch 1.9.0 206M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm43/torch-1.9.0a0+gitd69c22d-cp38-cp38-linux_x86_64.whl
torchvision 0.10.0 21M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm43/torchvision-0.10.0a0+300a8a4-cp38-cp38-linux_x86_64.whl
tensorflow 2.6.0 284M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm43/tensorflow-2.6.0-cp38-cp38-linux_x86_64.whl
  1. sudo apt install rocm-dkms rocm-libs
  2. sudo dpkg -i rocblas_2.39.0-8328dcce.dirty_amd64.deb
  3. pip3 install torch-1.9.0a0+gitd69c22d-cp38-cp38-linux_x86_64.whl
  4. pip3 install torchvision-0.10.0a0+300a8a4-cp38-cp38-linux_x86_64.whl
  5. pip3 install tensorflow-2.6.0-cp38-cp38-linux_x86_64.whl

ROCm-4.2.0

OS linux Python ROCm GPU
Ubuntu-20.04.2 5.4 3.8.5 4.2.0 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm42

Install ROCm First https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html#ubuntu

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pytorch 1.8.1 189M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm41/torch-1.8.0a0+56b43f4-cp38-cp38-linux_x86_64.whl
torchvision 0.9.1 19M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm41/torchvision-0.9.0a0+8fb5838-cp38-cp38-linux_x86_64.whl
rocblas 2.38.0 7.3M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm42/rocblas_2.38.0-1d398335.dirty_amd64.deb
rocrand 2.10.9 5.1M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm42/rocrand_2.10.9-220a6ff_amd64.deb
miopen 2.11.0 73M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm42/miopen-hip_2.11.0-dd38ed4f7.dirty_amd64.deb
  1. sudo apt install rocm-dkms rocm-libs
  2. sudo dpkg -i rocblas_2.38.0-1d398335.dirty_amd64.deb
  3. sudo dpkg -i rocrand_2.10.9-220a6ff_amd64.deb
  4. sudo dpkg -i miopen-hip_2.11.0-dd38ed4f7.dirty_amd64.deb
  5. pip3 install torch-1.8.0a0+56b43f4-cp38-cp38-linux_x86_64.whl
  6. pip3 install torchvision-0.9.0a0+8fb5838-cp38-cp38-linux_x86_64.whl

ROCm-4.1.1

OS linux Python ROCm GPU
Ubuntu-20.04.2 5.4 3.8.5 4.1.1 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm41

Install ROCm First https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html#ubuntu

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pytorch 1.8.1 189M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm41/torch-1.8.0a0+56b43f4-cp38-cp38-linux_x86_64.whl
torchvision 0.9.1 19M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm41/torchvision-0.9.0a0+8fb5838-cp38-cp38-linux_x86_64.whl
rocblas 2.36.0 7M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm41/rocblas_2.36.0-93c82939_amd64.deb
rocrand 2.10.7 5.1M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm41/rocrand_2.10.7-c73b16d_amd64.deb
  1. sudo apt install rocm-dkms rocm-libs
  2. sudo dpkg -i rocblas_2.36.0-93c82939_amd64.deb
  3. sudo dpkg -i rocrand_2.10.7-c73b16d_amd64.deb
  4. pip3 install torch-1.8.0a0+56b43f4-cp38-cp38-linux_x86_64.whl
  5. pip3 install torchvision-0.9.0a0+8fb5838-cp38-cp38-linux_x86_64.whl

ROCm-3.5.1

OS linux Python ROCm GPU
Ubuntu-20.04 5.4 3.8.5 3.5.1 RX580

https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm35

Install ROCm-3.5.1 First https://github.com/boriswinner/RX580-rocM-tensorflow-ubuntu20.4-guide

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pytorch 1.7.0 173M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm35/torch-1.7.0a0-cp38-cp38-linux_x86_64.whl
torchvision 0.8.0 6.4M https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm35/torchvision-0.8.0a0+2f40a48-cp38-cp38-linux_x86_64.whl
  1. sudo apt install rocm-dkms rocm-libs
  2. export LB_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/rocm/hip/lib
  3. pip3 install torch-1.7.0a0-cp38-cp38-linux_x86_64.whl
  4. pip3 install torchvision-0.8.0a0+2f40a48-cp38-cp38-linux_x86_64.whl