Remove inputs and container artifacts for local mode trainer#4978
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pintaoz-aws merged 7 commits intoaws:masterfrom Jan 13, 2025
Merged
Remove inputs and container artifacts for local mode trainer#4978pintaoz-aws merged 7 commits intoaws:masterfrom
pintaoz-aws merged 7 commits intoaws:masterfrom
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…using local model trainer
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| local_container_root (Optional[str]): | ||
| The local root directory to store artifacts from a training job launched in | ||
| "LOCAL_CONTAINER" mode. | ||
| remove_inputs_and_container_artifacts (Optional[bool]): |
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This option seems to be specifically for local mode? Can we not just do the cleanup for local mode by default?
We should be very careful in expanding the input param list for ModelTrainer (we shouldn't unless User experience warrants it).
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+1
Is there any advantage we provide by keeping the artifacts stored?
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the users may need to check the environment variables and hyperparameters in each container to debug
mufaddal-rohawala
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Dec 26, 2024
nargokul
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Dec 26, 2024
| container_entrypoint: Optional[List[str]] | ||
| container_arguments: Optional[List[str]] | ||
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| _temperary_folders: List[str] = [] |
| local_container_root (Optional[str]): | ||
| The local root directory to store artifacts from a training job launched in | ||
| "LOCAL_CONTAINER" mode. | ||
| remove_inputs_and_container_artifacts (Optional[bool]): |
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+1
Is there any advantage we provide by keeping the artifacts stored?
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…using local model trainer
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unique_name_from_baseto create resource names in integ tests (if appropriate)By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.