ROCm with gfx803
This repo upload some archieves for ROCm with gfx803 after ROCm-4.0.
https://github.com/xuhuisheng/rocm-build/tree/master/gfx803
ROCm-5.4.1
| OS | linux | Python | ROCm | GPU |
|---|---|---|---|---|
| Ubuntu-20.04.5 | 5.15 | 3.8.10 | 5.4.1 | RX580 |
https://github.com/xuhuisheng/rocm-gfx803/releases/tag/rocm541
Install ROCm First https://docs.amd.com/bundle/ROCm-Installation-Guide-v5.4.1/page/Introduction_to_ROCm_Installation_Guide_for_Linux.html
| component | version | size | link |
|---|---|---|---|
| rocblas | 2.46.0 | 9.8M | https://github.com/xuhuisheng/rocm-gfx803/releases/download/rocm541/rocblas_2.46.0.50401-84.20.04_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 |
- Install ROCm-5.4.1
sudo dpkg -i rocblas_2.46.0.50401-84.20.04_amd64.debpip3 install torch-1.11.0a0+git503a092-cp38-cp38-linux_x86_64.whlpip3 install torchvision-0.12.0a0+2662797-cp38-cp38-linux_x86_64.whlpip3 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-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
| component | version | size | link |
|---|---|---|---|
| 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 |
sudo apt install rocm-dkms rocm-libsexport LB_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/rocm/hip/libpip3 install torch-1.7.0a0-cp38-cp38-linux_x86_64.whlpip3 install torchvision-0.8.0a0+2f40a48-cp38-cp38-linux_x86_64.whl