Each added image is stored as a separate file to disk
See original GitHub issueCluster environments often restrict the number of inodes per account/mount point. For example, the cluster of my organization has a limit of 1M files that can be stored in the partition for experiment artifacts. While the tensorboard client writes all resources (such as images upon add_image
) to pb files, wandb client seems to store every image as a separate file to disk. This implementation causes the out-of-quota errors very quickly when running experiments on the scale of tens and hundreds in a cluster environment.
It would be great to either add a flag to delete such temporary images upon syncing them to the cloud, or write resources into a single (or less) files.
Issue Analytics
- State:
- Created 3 years ago
- Reactions:3
- Comments:6
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Hi, is the issue on the roadmap?