pcam-interpretability/resnet50-val08783-resnet-tuned-aug

resnet50

Best Validation Accuracy: 0.8783

Metadata

• —Model Name: resnet50
• —Optimizer: adamw
• —Scheduler: step
• —Weight Decay: 0.0005
• —Warmup Epochs: 3
• —Patience: 7
• —Amp: True
• —Seed: 42
• —Batch Size: 32
• —Initial Lr: 0.0005
• —Total Epochs Ran: 8
• —Early Stopped: True
• —Training Time Seconds: 19030.771079063416
• —Num Parameters: 22067009
• —Device: NVIDIA A100-SXM4-40GB
• —Run Id: resnet-tuned-aug

Training Configuration

• —Epochs: 8
• —Batch size: 32
• —Learning rate (initial): 0.0005

Training Logs (Per Epoch)