What is the early stopping criteria?
during training, I got a below message.
Why early stopping is triggered??
I Saved new best validating model with loss 289.736410 to: data/Zeroth/clips/ckpt/best_dev-1131
Epoch 2 | Training | Elapsed Time: 0:05:09 | Steps: 571 | Loss: 319.482758
Epoch 2 | Validation | Elapsed Time: 0:00:12 | Steps: 63 | Loss: 304.127495 | Dataset: data/Zeroth/clips/dev.csv
Epoch 3 | Training | Elapsed Time: 0:05:09 | Steps: 571 | Loss: 296.667512
Epoch 3 | Validation | Elapsed Time: 0:00:12 | Steps: 63 | Loss: 293.061378 | Dataset: data/Zeroth/clips/dev.csv
Epoch 4 | Training | Elapsed Time: 0:05:09 | Steps: 571 | Loss: 292.200709
Epoch 4 | Validation | Elapsed Time: 0:00:12 | Steps: 63 | Loss: 292.568637 | Dataset: data/Zeroth/clips/dev.csv
Epoch 5 | Training | Elapsed Time: 0:05:08 | Steps: 571 | Loss: 293.012648
Epoch 5 | Validation | Elapsed Time: 0:00:12 | Steps: 63 | Loss: 295.474874 | Dataset: data/Zeroth/clips/dev.csv
Epoch 6 | Training | Elapsed Time: 0:05:09 | Steps: 571 | Loss: 292.115569
Epoch 6 | Validation | Elapsed Time: 0:00:12 | Steps: 63 | Loss: 287.794719 | Dataset: data/Zeroth/clips/dev.csv
I Saved new best validating model with loss 287.794719 to: data/Zeroth/clips/ckpt/best_dev-3986
Epoch 7 | Training | Elapsed Time: 0:05:09 | Steps: 571 | Loss: 325.891831
Epoch 7 | Validation | Elapsed Time: 0:00:12 | Steps: 63 | Loss: 300.689251 | Dataset: data/Zeroth/clips/dev.csv
I Early stop triggered as (for last 4 steps) validation loss: 300.689251 with standard deviation: 3.166163 and mean: 291.946077
I FINISHED optimization in 0:42:59.386434