add time units to throughput metrics and also secs_per_step metric. #3693
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mvpatel2000
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Nov 1, 2024
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| 'time/train': train_wct / self.divider, | ||
| 'time/val': self.total_eval_wct / self.divider, | ||
| 'time/total': (train_wct + self.total_eval_wct) / self.divider, | ||
| f'time_{self.time_unit}/train': train_wct / self.divider, | ||
| f'time_{self.time_unit}/val': self.total_eval_wct / self.divider, | ||
| f'time_{self.time_unit}/total': (train_wct + self.total_eval_wct) / self.divider, |
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Let's just rename time/train -> time/train/hours?
Changing log keys is a little annoying to end user... but duplicate logging is more annoying imo.
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@mvpatel2000 i was a bit worried that would be a breaking change for any downstream pipelines that process metrics.
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Discussed offline, it's better to avoid overwhelming loggers
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| secs_per_step = 0 | ||
| if len(self.history_wct) > 1: | ||
| secs_per_step = self.history_wct[-1] - self.history_wct[-2] |
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This should probably average over history_wct as all metrics respect window_size. Something like:
elapsed_wct = (self.history_wct[-1] - self.history_wct[0]) / (len(history-wct)-1)
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What does this PR do?
The time units didn't have units, this makes the units explicit and adds a new secs_per_step metric.