AI-Hypercomputer / AI-Hypercomputer/xpk

Mount gcsfuse to pathways head pod

Aberta
#1,059 1 comentário 0 reações 0 responsáveis Ver no GitHub
Linguagem predominante
Python
Estrelas
193
Forks
94
Merge médio
24min
PRs com merge (30d)
1

Descrição

I have a training job running as a pathways workload on the GKE pathways cluster (through xpk). To monitor the metrics of my training job, I use wandb for scalar metrics logging. WandB by default saves the metrics log files to local file system. In a pathways workload case, it's the docker image.
However, the issue with the flow I described is that if my job fails or is preempted in the middle, the metrics file of wandb will be lost.
Resuming of my training job from checkpoint won't get back the metrics history.

We need xpk workload/clusters to be able to mount the gcs bucket to the head node so that we can specify the mounted directory to wandb logging.

Guia de contribuição

Abrir o guia de contribuição

Avaliação

Esta issue ainda não foi avaliada.

Receba novas issues na sua caixa de entrada

Um resumo curto de issues do GitHub para quem está começando.