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check length for variance

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AngelBottomless 2022-10-23 21:47:39 +09:00 committed by AUTOMATIC1111
parent 0d2e1dac40
commit e9a410b535
1 changed files with 10 additions and 2 deletions
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12
modules/hypernetworks/hypernetwork.py
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@ -271,9 +271,17 @@ def stack_conds(conds):
def statistics(data): def statistics(data):
total_information = f"loss:{mean(data):.3f}"+u"\u00B1"+f"({stdev(data)/ (len(data)**0.5):.3f})" if len(data) < 2:
std = 0
else:
std = stdev(data)
total_information = f"loss:{mean(data):.3f}" + u"\u00B1" + f"({std/ (len(data) ** 0.5):.3f})"
recent_data = data[-32:] recent_data = data[-32:]
recent_information = f"recent 32 loss:{mean(recent_data):.3f}"+u"\u00B1"+f"({stdev(recent_data)/ (len(recent_data)**0.5):.3f})" if len(recent_data) < 2:
std = 0
else:
std = stdev(recent_data)
recent_information = f"recent 32 loss:{mean(recent_data):.3f}" + u"\u00B1" + f"({std / (len(recent_data) ** 0.5):.3f})"
return total_information, recent_information return total_information, recent_information