hyperparameters.json

{
  "config": "scripts/train_configs/cifar100.json",
  "model": "resnet50_cifar100",
  "dataset": "cifar100",
  "batch_size": 128,
  "epochs": 300,
  "validation_frequency": 5,
  "seed": 1,
  "criterion": "CrossEntropyLoss",
  "criterion_kwargs": {},
  "optimizer": "SGD",
  "lr": 0.1,
  "optimizer_kwargs": {
    "momentum": 0.9,
    "weight_decay": 0.0005
  },
  "scheduler": "CosineAnnealingLR",
  "scheduler_kwargs": {
    "T_max": 280
  },
  "debug": false
}