| 11 | |
| 12 | class Checkpoint(object): |
| 13 | def __init__(self, start_epoch=None, start_iter=None, train_loss=None, eval_loss=None, best_val_loss=float("inf"), |
| 14 | prev_val_loss=float("inf"), state_dict=None, optimizer=None, num_no_improv=0, half_lr=False): |
| 15 | self.start_epoch = start_epoch |
| 16 | self.start_iter = start_iter |
| 17 | self.train_loss = train_loss |
| 18 | self.eval_loss = eval_loss |
| 19 | |
| 20 | self.best_val_loss = best_val_loss |
| 21 | self.prev_val_loss = prev_val_loss |
| 22 | |
| 23 | self.state_dict = state_dict |
| 24 | self.optimizer = optimizer |
| 25 | |
| 26 | self.num_no_improv = num_no_improv |
| 27 | self.half_lr = half_lr |
| 28 | |
| 29 | |
| 30 | def save(self, is_best, filename, best_model): |