[14:23:01]
INFO Initializing BioBERT v3.0 model...
[14:23:04]
OK Model loaded successfully (2.4GB)
[14:23:05]
INFO Loading dataset: clinical_notes_12K03_v1
[14:23:12]
OK Dataset loaded: 12,847 samples (train: 10,278 / val: 2,569)
[14:23:13]
INFO Starting training — 50 epochs, batch_size=32, lr=3e-5
[14:23:13]
───────────────────────────────────────────
[14:24:41]
OK Epoch 1/50 loss=2.4821 val_loss=2.3104 acc=0.4213
[14:26:08]
OK Epoch 2/50 loss=1.9847 val_loss=1.8923 acc=0.5847
[14:27:35]
OK Epoch 3/50 loss=1.5234 val_loss=1.4891 acc=0.6721
[14:53:12]
...
[15:42:18]
OK Epoch 33/50 loss=0.1247 val_loss=0.1389 acc=0.9641
[15:43:45]
RUN Epoch 34/50 loss=0.1183 val_loss=... acc=...
[15:43:45]
WARN GPU memory: 78.4% utilized (NVIDIA A100 x2)
[15:43:46]
INFO ETA: ~24 min remaining (16 epochs)