[minor] allow overriding args/kwargs behavior in Runtime #587
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mryab
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Aug 25, 2023
hivemind/moe/server/runtime.py
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| if self.stats_report_interval is not None: | ||
| self.stats_reporter.report_stats(pool.name, batch_size, batch_processing_time) |
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I think it might lead to unintended "0 batches processed" log entries if the user overrides this without carefully considering the original function. Best to leave only the batch size computation inside the function and keep all the logging/time measuring logic outside the function
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good catch, fixed it now, please take another look
Codecov Report
@@ Coverage Diff @@
## master #587 +/- ##
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+ Coverage 85.38% 85.42% +0.04%
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Files 81 81
Lines 8006 8009 +3
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+ Hits 6836 6842 +6
+ Misses 1170 1167 -3
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mryab
approved these changes
Aug 25, 2023
borzunov
approved these changes
Aug 25, 2023
borzunov
reviewed
Aug 25, 2023
| @@ -108,6 +105,11 @@ def run(self): | |||
| if not self.shutdown_trigger.is_set(): | |||
| self.shutdown() | |||
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| def process_batch(self, pool: TaskPoolBase, batch_index: int, *batch: torch.Tensor) -> Tuple[Any, int]: | |||
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batch_index is not used, is it okay?
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yep, it is meant to be exposed for subclassing
mryab
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Aug 31, 2023
* allow overriding args/kwargs in Runtime * switch stats time to time.perf_counter --------- Co-authored-by: Your Name <[email protected]> Co-authored-by: Max Ryabinin <[email protected]> (cherry picked from commit 33a9a41)
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This PR extracts a part of runtime that is responsible for calling pool's process func.
This is to allow developer to extend this behavior in
petalsdownstream applications without having to rewrite the whole runtime.run method.