21 lines
627 B
Python
21 lines
627 B
Python
def inspect_lr(optimizer):
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cur_lr = optimizer.param_groups[0]['lr']
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print('Current learning rate: %0.6f' % cur_lr)
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return cur_lr
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# 将学习率衰减为原来的gamma倍数
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def modify_lr(optimizer, gamma):
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cur_lr = inspect_lr(optimizer)
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new_lr = cur_lr * gamma
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print('Learning rate has been changed from %0.6f to %0.6f' % (cur_lr, new_lr))
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for group in optimizer.param_groups:
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group['lr'] = new_lr
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return new_lr
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def turn_on_sr(opt):
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opt.sr = True
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print('Sr has been turned on!')
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def turn_off_sr(opt):
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opt.sr = False
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print('Sr has been turned off!') |