Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/xuhuisheng/rocm-gfx803

Last synced: 13 days ago
JSON representation

Host: GitHub
URL: https://github.com/xuhuisheng/rocm-gfx803
Owner: xuhuisheng
Created: 2021-04-15T07:17:52.000Z (over 3 years ago)
Default Branch: master
Last Pushed: 2023-03-27T05:23:43.000Z (over 1 year ago)
Last Synced: 2024-10-15T09:35:32.927Z (about 2 months ago)
Size: 6.68 MB
Stars: 196
Watchers: 14
Forks: 9
Open Issues: 19
Metadata Files:
- Readme: README.md
- Changelog: history.md

Awesome Lists containing this project

awesome-starred - xuhuisheng/rocm-gfx803 - (others)

README

        
# ROCm with gfx803

This repo upload some archieves for ROCm with gfx803 after ROCm-4.0.

## ROCm-5.4.1

|OS            |linux|Python|ROCm |GPU  |

|--------------|-----|------|-----|-----|

|Ubuntu-20.04.5|5.15 |3.8.10|5.4.1|RX580|

Install ROCm First 

|component   |version   |size   |link|

|------------|----------|-------|----|

|rocblas     |2.46.0    |9.8M   ||

|pytorch     |1.11.0-rc2|145.14M|

|torchvision |0.12.0-rc1|18.47M |

|tensorflow  |2.8.0     |300.22M||

1. Install ROCm-5.4.1

3. `sudo dpkg -i rocblas_2.46.0.50401-84.20.04_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-3.5.1

|OS            |linux|Python|ROCm |GPU  |

|--------------|-----|------|-----|-----|

|Ubuntu-20.04  |5.4  |3.8.5 |3.5.1|RX580|

Install ROCm-3.5.1 First 

|component  |version|size|link|

|-----------|-------|----|----|

|pytorch    |1.7.0  |173M||

|torchvision|0.8.0  |6.4M||

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`