Models main trained for pp-2016-MU-Sim10b-gha_multi_gpu-2025-09-01T11h28m17

The workflow can be easily parallelized on 4 parallel worker by Snakemake, but natively there is no logic to assign different gpus to different workers.
I have created a small gpu_picker module that keep tracks of which GPUs are allocated and never assign the same gpu to two jobs.
I'll try first to run on a single worker, but enabling GPU allocation via gpu_picker, if that works, I'll plug the 4-gpu runner.

Models main trained for pp-2016-MU-Sim10b-gha_multi_gpu-2025-08-29T12h05m47

The workflow can be easily parallelized on 4 parallel worker by Snakemake, but natively there is no logic to assign different gpus to different workers.
I have created a small gpu_picker module that keep tracks of which GPUs are allocated and never assign the same gpu to two jobs.
I'll try first to run on a single worker, but enabling GPU allocation via gpu_picker, if that works, I'll plug the 4-gpu runner.

Models main trained for pp-2016-MU-Sim10b-gha_multi_gpu-2025-08-29T13h33m54

The workflow can be easily parallelized on 4 parallel worker by Snakemake, but natively there is no logic to assign different gpus to different workers.
I have created a small gpu_picker module that keep tracks of which GPUs are allocated and never assign the same gpu to two jobs.
I'll try first to run on a single worker, but enabling GPU allocation via gpu_picker, if that works, I'll plug the 4-gpu runner.

PID models main for pp-2016-MU-Sim10b-gha-2025-08-28T12h33m00

first fully functional (validation deserves improvement though) workflow

Tracking models main for pp-2016-MU-Sim10b-gha-2025-08-27T13h22m56

first fully functional (validation deserves improvement though) workflow

Tracking models main for pp-2016-MU-Sim10b-gha-2025-08-27T03h25m56

first fully functional (validation deserves improvement though) workflow

Tracking models main for pp-2016-MU-Sim10b-gha-2025-08-26T19h14m35

first fully functional (validation deserves improvement though) workflow

Tracking models main for pp-2016-MU-Sim10b-gha-2025-08-26T07h06m01

first fully functional (validation deserves improvement though) workflow

Tracking models main for pp-2016-MU-Sim10b-gha-2025-08-25T17h51m44

first fully functional (validation deserves improvement though) workflow

Tracking models main for pp-2016-MU-Sim10b-gha-2025-08-25T14h12m08

first fully functional (validation deserves improvement though) workflow