Detail — transferlearning

Metrics

• Accuracy: 99.59%
• Macro F1: 99.59%
• Weighted F1: 99.59%
• Best Val Acc: 99.28%

Config (JSON)

{
  "model_id": "ResNet50",
  "img_size": 224,
  "batch_size": 48,
  "optimizer": "adamw",
  "lr_head": 0.001,
  "lr_ft": 0.0001,
  "weight_decay": 1e-05,
  "label_smoothing": 0.05,
  "dropout": 0.4,
  "head_epochs": 10,
  "ft_epochs": 30,
  "finetune": true,
  "unfreeze_pct": 0.3,
  "lr_schedule": "reduce",
  "patience": 8
}

Source MD

md/transferlearning_exp_tl_004_ResNet50.md