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task-based LR scheduling, finer-grained val reporting #33

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TimotheeMickus opened this issue Oct 16, 2023 · 0 comments

Open

2 tasks

task-based LR scheduling, finer-grained val reporting #33

TimotheeMickus opened this issue Oct 16, 2023 · 0 comments

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TimotheeMickus commented Oct 16, 2023 •

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break down accuracy and validation loss per task when reporting stats
introduce validation-based LR scheduling (reduce LR on plateau) that's properly adjusted depending on the performances of individual modules:
- for each module, initialize module-specific LRs to the default value
- at validation:
  - compute perf per task
  - aggregate (mean or task-weighted mean) perf per module across task
  - reduce module-specific LR based on the aggregate perf

TimotheeMickus self-assigned this

TimotheeMickus added the enhancement label

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