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@ -271,9 +271,17 @@ def stack_conds(conds):
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def statistics(data):
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total_information = f"loss:{mean(data):.3f}"+u"\u00B1"+f"({stdev(data)/ (len(data)**0.5):.3f})"
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if len(data) < 2:
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std = 0
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else:
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std = stdev(data)
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total_information = f"loss:{mean(data):.3f}" + u"\u00B1" + f"({std/ (len(data) ** 0.5):.3f})"
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recent_data = data[-32:]
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recent_information = f"recent 32 loss:{mean(recent_data):.3f}"+u"\u00B1"+f"({stdev(recent_data)/ (len(recent_data)**0.5):.3f})"
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if len(recent_data) < 2:
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std = 0
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else:
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std = stdev(recent_data)
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recent_information = f"recent 32 loss:{mean(recent_data):.3f}" + u"\u00B1" + f"({std / (len(recent_data) ** 0.5):.3f})"
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return total_information, recent_information
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