Polyaxon-sidecar - ephemeral storage usage #1531
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Hello! I'm curious about why polyaxon-sidecar loads all the data saved to job output into local memory. Shouldn't the data be saved directly to the artifact store (NFS in my case)? In more detail: Could you kindly explain why the sidecar loads output data to local storage, and if there's any way to disable this behavior? Alternatively, could you recommend some best practices for model storage when using the Polyaxon platform? Thank you for your assistance! |
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I think you can opt to not use the sidecar for that and automatically use the artifacts store to save the model. plugins:
mountArtifactsStore: true
collectArtifacts: false When using the tracking module it will save automatically to the NFS module. More details: https://polyaxon.com/docs/core/specification/plugins/ |
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I think you can opt to not use the sidecar for that and automatically use the artifacts store to save the model.
You can disable the sidecar using:
When using the tracking module it will save automatically to the NFS module.
More details: https://polyaxon.com/docs/core/specification/plugins/