Update train.py (#4136)
* Refactor train.py * Update imports * Update imports * Update optimizer * cleanup
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@@ -301,7 +301,7 @@ def clean_str(s):
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def one_cycle(y1=0.0, y2=1.0, steps=100):
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# lambda function for sinusoidal ramp from y1 to y2
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# lambda function for sinusoidal ramp from y1 to y2 https://arxiv.org/pdf/1812.01187.pdf
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return lambda x: ((1 - math.cos(x * math.pi / steps)) / 2) * (y2 - y1) + y1
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