xwjiang2010 ac831fded4

[air] update documentation to use session.report (#26051) ...

Update documentation to use `session.report`.

Next steps:
1. Update our internal caller to use `session.report`. Most importantly, CheckpointManager and DataParallelTrainer.
2. Update `get_trial_resources` to use PGF notions to incorporate the requirement of ResourceChangingScheduler. @Yard1 
3. After 2 is done, change all `tune.get_trial_resources` to `session.get_trial_resources`
4. [internal implementation] remove special checkpoint handling logic from huggingface trainer. Optimize the flow for checkpoint conversion with `session.report`.

Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>

2022-06-30 10:37:31 -07:00

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