[Enhancement] Add decay to cyclic LR #1059
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11 tasks
zhouzaida
reviewed
May 31, 2021
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We should add unittest to check whether gamma works as we expected. |
zhouzaida
reviewed
May 31, 2021
| @@ -366,15 +366,16 @@ class CyclicLrUpdaterHook(LrUpdaterHook): | |||
| 3D detection area. | |||
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| Args: | |||
| by_epoch (bool): Whether to update LR by epoch. | |||
| target_ratio (tuple[float]): Relative ratio of the highest LR and the | |||
| by_epoch (bool, optional): Whether to update LR by epoch. | |||
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please add Default: False.
zhouzaida
reviewed
May 31, 2021
| lowest LR to the initial LR. | ||
| cyclic_times (int): Number of cycles during training | ||
| step_ratio_up (float): The ratio of the increasing process of LR in | ||
| cyclic_times (int, optional): Number of cycles during training |
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hi @hokmund , CI failed. |
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hi @hokmund, do you have time to fix the CI and we want to merge the PR in the next verison |
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Implements CLR policy mentioned #783
Parameter
gammaallows to add decay to cycles of CLR. Ifgammais set to a value between 0 and 1, each next cycle will peak at the lower value.