| NUM_GPUS=1 | |
| MASTER_ADDR=ip-10-0-135-126 | |
| MASTER_PORT=17074 | |
| WORLD_SIZE=1 | |
| PID of this process = 2161551 | |
| ------ ARGS ------- | |
| Namespace(model_suffix='beta', hcp_flat_path='/weka/proj-medarc/shared/HCP-Flat', batch_size=256, wandb_log=True, num_epochs=50, lr_scheduler_type='cycle', save_ckpt=False, seed=42, max_lr=1e-05, target='trial_type', num_workers=15, weight_decay=1e-05) | |
| Number of classes: 21 | |
| Input dimension: 737280 | |
| total_steps 21750 | |
| wandb_config: | |
| {'model_name': 'HCPflat_raw_trial_type', 'batch_size': 256, 'weight_decay': 1e-05, 'num_epochs': 50, 'seed': 42, 'lr_scheduler_type': 'cycle', 'save_ckpt': False, 'max_lr': 1e-05, 'target': 'trial_type', 'num_workers': 15} | |
| wandb_id: HCPflat_raw_beta_trial_type_81853367-3038-4b91-805f-5066c048cef4 | |
| Step [100/435] - Training Loss: 2.2615 - Training Accuracy: 1472.12% | |
| Step [200/435] - Training Loss: 1.4896 - Training Accuracy: 1663.83% | |
| Step [300/435] - Training Loss: 0.8745 - Training Accuracy: 1726.14% | |
| Step [400/435] - Training Loss: 0.5028 - Training Accuracy: 1742.26% | |
| Epoch [1/50] - Training Loss: 1.5308, Training Accuracy: 1743.88% - Validation Loss: 0.5084, Validation Accuracy: 1955.07% | |
| Step [100/435] - Training Loss: 0.2828 - Training Accuracy: 1781.62% | |
| Step [200/435] - Training Loss: 0.3001 - Training Accuracy: 1787.59% | |
| Step [300/435] - Training Loss: 0.2278 - Training Accuracy: 1771.23% | |
| Step [400/435] - Training Loss: 0.2211 - Training Accuracy: 1768.90% | |
| Epoch [2/50] - Training Loss: 0.2600, Training Accuracy: 1767.59% - Validation Loss: 0.2073, Validation Accuracy: 1961.79% | |