| """ | |
| Author: Mélanie Gaillochet | |
| Date: 2020-10-27 | |
| """ | |
| import torch.optim as optim | |
| optimizers = { | |
| 'SGD': optim.SGD, | |
| 'Adam': optim.Adam, | |
| 'RAdam': optim.RAdam | |
| } | |
| """ | |
| Variables to be defined in config | |
| SGD: { | |
| "init_lr" | |
| "momentum" (default 0) | |
| "weight_decay" (default 0) | |
| } | |
| Adam: { | |
| "init_lr" (default 0.001) | |
| "betas" (default (0.9, 0.999)) | |
| unchanged "eps" (default 1e-8) | |
| unchanged "weight decay" (default 0) | |
| } | |
| """ | |