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Parallel sweep
See original GitHub issue- Weights and Biases version: 0.8.12
- Python version: 3.6.9
- Operating System: Debian 10
Description
I’m running multiple wandb agents in order to parallelize my grid search, and for each of them I have to set CUDA_VISIBLE_DEVICES to make them run on different GPUs. It would be really nice if there was a built-in feature to distribute agents over multiple GPUs.
There also seems to be an issue where starting two agents at the same time (e.g. in a script) makes them get the same parameters for the first run. A little delay fixes it though.
Issue Analytics
- State:
- Created 4 years ago
- Reactions:10
- Comments:8 (2 by maintainers)
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Came with the same question in mind, any update or resolution for us to this?
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enhancementto this issue, with a confidence of 0.74. Please mark this comment with 👍 or 👎 to give our bot feedback!Links: app homepage, dashboard and code for this bot.