Upgrade black to 22.1.0 and fix the corresponding issues
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		| @@ -156,7 +156,7 @@ class Logger(object): | |||||||
|         hist.max = float(np.max(values)) |         hist.max = float(np.max(values)) | ||||||
|         hist.num = int(np.prod(values.shape)) |         hist.num = int(np.prod(values.shape)) | ||||||
|         hist.sum = float(np.sum(values)) |         hist.sum = float(np.sum(values)) | ||||||
|         hist.sum_squares = float(np.sum(values ** 2)) |         hist.sum_squares = float(np.sum(values**2)) | ||||||
|  |  | ||||||
|         # Drop the start of the first bin |         # Drop the start of the first bin | ||||||
|         bin_edges = bin_edges[1:] |         bin_edges = bin_edges[1:] | ||||||
|   | |||||||
| @@ -155,7 +155,7 @@ class ExponentialLR(_LRScheduler): | |||||||
|             if self.current_epoch >= self.warmup_epochs: |             if self.current_epoch >= self.warmup_epochs: | ||||||
|                 last_epoch = self.current_epoch - self.warmup_epochs |                 last_epoch = self.current_epoch - self.warmup_epochs | ||||||
|                 assert last_epoch >= 0, "invalid last_epoch : {:}".format(last_epoch) |                 assert last_epoch >= 0, "invalid last_epoch : {:}".format(last_epoch) | ||||||
|                 lr = base_lr * (self.gamma ** last_epoch) |                 lr = base_lr * (self.gamma**last_epoch) | ||||||
|             else: |             else: | ||||||
|                 lr = ( |                 lr = ( | ||||||
|                     self.current_epoch / self.warmup_epochs |                     self.current_epoch / self.warmup_epochs | ||||||
|   | |||||||
| @@ -122,7 +122,7 @@ class ExponentialParamScheduler(ParamScheduler): | |||||||
|         self._decay = decay |         self._decay = decay | ||||||
|  |  | ||||||
|     def __call__(self, where: float) -> float: |     def __call__(self, where: float) -> float: | ||||||
|         return self._start_value * (self._decay ** where) |         return self._start_value * (self._decay**where) | ||||||
|  |  | ||||||
|  |  | ||||||
| class LinearParamScheduler(ParamScheduler): | class LinearParamScheduler(ParamScheduler): | ||||||
|   | |||||||
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