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record max step and min step #341

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merged 1 commit into from
Feb 22, 2024
Merged

record max step and min step #341

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8 changes: 6 additions & 2 deletions swanlab/data/run/exp.py
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Original file line number Diff line number Diff line change
Expand Up @@ -195,8 +195,12 @@ def add(self, data: DataType, step: int = None):
is_nan = self.__is_nan(data)
if not is_nan:
# 如果数据比之前的数据小，则更新最小值，否则不更新
self._summary["max"] = data if self._summary.get("max") is None else max(self._summary["max"], data)
self._summary["min"] = data if self._summary.get("min") is None else min(self._summary["min"], data)
if self._summary.get("max") is None or data > self._summary["max"]:
self._summary["max"] = data
self._summary["max_step"] = step
if self._summary.get("min") is None or data < self._summary["min"]:
self._summary["min"] = data
self._summary["min_step"] = step
self._summary["num"] = self._summary.get("num", 0) + 1
self.__steps.add(step)
swanlog.debug(f"Add data, tag: {self.tag}, step: {step}, data: {data}")
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