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Support specifying update interval in the parameter schedulers #418

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mannatsingh
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Summary:
Most parameter schedulers used the default "epoch" update interval and didn't allow users to override this.

  • This diff makes the update interval configurable by users
  • The schedulers use a "step" interval by default, except for "step" and "multistep"
  • Removed the default "epoch" update interval inside the base class - this isn't what most users would expect if they didn't specify the argument

Differential Revision: D20256209

Differential Revision: D20251584

fbshipit-source-id: 1c189e0ae5307dc3ea97b759edfbb5a8ae505f69
Summary:
Most parameter schedulers used the default "epoch" update interval and didn't allow users to override this.
- This diff makes the update interval configurable by users
- The schedulers use a "step" interval by default, except for "step" and "multistep"
- Removed the default "epoch" update interval inside the base class - this isn't what most users would expect if they didn't specify the argument

Differential Revision: D20256209

fbshipit-source-id: 89a89a8bab1dc16649591eebaf5eb8356aa6c642
@facebook-github-bot facebook-github-bot added CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. fb-exported labels Mar 4, 2020
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This pull request was exported from Phabricator. Differential Revision: D20256209

facebook-github-bot pushed a commit that referenced this pull request Mar 5, 2020
Summary:
Pull Request resolved: #418

Most parameter schedulers used the default "epoch" update interval and didn't allow users to override this.
- This diff makes the update interval configurable by users
- The schedulers use a "step" interval by default, except for "step" and "multistep"
- Removed the default "epoch" update interval inside the base class - this isn't what most users would expect if they didn't specify the argument

Reviewed By: vreis

Differential Revision: D20256209

fbshipit-source-id: 1797d5d833dc20d173eed9ac53117e1e2de54ef1
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