mlcommons / mlcommons/algorithmic-efficiency
Add tests for expected number of evals submission and measured times
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@priyakasimbeg is already working on this.
Since Jul 25, 2023.
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- Python
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Description
Description
Add CI test that checks if reported times and number of evals are inline with expectations.
For each submission we report:
- total wall clock time
- submission time
- eval time
- logging time
- number of evals
We should add the following tests on at least 1 workload (probably mnist).
- We should check that submission_time + eval_time + logging time ~ total _wallclock_time.
- We should check that the number of evals is roughly equal to total_submission_time // eval_period
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