feat: jumpstart hyperparameters and env variables#1
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evakravi wants to merge 12 commits intofeat/jumpstart-retrieve-functionsfrom
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feat: jumpstart hyperparameters and env variables#1evakravi wants to merge 12 commits intofeat/jumpstart-retrieve-functionsfrom
evakravi wants to merge 12 commits intofeat/jumpstart-retrieve-functionsfrom
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JGuinegagne
suggested changes
Jan 7, 2022
| if region is None: | ||
| region = JUMPSTART_DEFAULT_REGION_NAME | ||
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| assert region is not None |
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optional: to avoid assert, you can do:
_region = region if region is not None else JUMPSTART_DEFAULT_REGION_NAME| { | ||
| "framework": "pytorch", | ||
| "framework_version": "1.9.0", | ||
| "framework_version": "1.5.0", |
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just curious: why these changes? Are you weakening the test here?
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I changed the base model spec
evakravi
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Issue #, if available:
Description of changes:
This PR adds utilities for accessing hyperparameters and environment variables associated with JumpStart models. The functions
hyperparameters.retrieve_defaultandenvironment_variables.retrieve_defaulthave been added, which retrieve default hyperparameters (for training) and environment variables (for inference), respectively.Testing done:
The new utilities have undergone unit testing, and the values returned from the utilities are used in integration tests.
Merge Checklist
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xin the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.General
Tests
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.