dal-nlp

Assenmacher-mat's group workspace

Group: albert_entropy_fnc1

802

810

790

804

792

1-5

of 5

Timestamps visible

2023-01-29 13:46:00

Testing: [ 0/63] eta: 0:00:55 loss: 0.2316 (0.2316) batch_acc: 90.0000 (90.0000) batch_f1: 0.6711 (0.6711) batch_acc_balanced: 0.6887 (0.6887) time: 0.8872 data: 0.0286 max mem: 13493

2023-01-29 13:46:20

/mnt/stud/home/mwirth/.conda/envs/uncertainty_evaluation/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1999: UserWarning: y_pred contains classes not in y_true

2023-01-29 13:46:20

warnings.warn("y_pred contains classes not in y_true")

2023-01-29 13:46:22

Testing: [25/63] eta: 0:00:33 loss: 0.2203 (0.2227) batch_acc: 91.2500 (92.0192) batch_f1: 0.6052 (0.6522) batch_acc_balanced: 0.6429 (0.6696) time: 0.8786 data: 0.0231 max mem: 13493

2023-01-29 13:46:44

Testing: [50/63] eta: 0:00:11 loss: 0.1743 (0.2125) batch_acc: 93.7500 (92.6225) batch_f1: 0.7442 (0.6873) batch_acc_balanced: 0.7509 (0.6984) time: 0.8785 data: 0.0236 max mem: 13493

2023-01-29 13:46:54

Testing: Total time: 0:00:54

2023-01-29 13:46:54

Epoch [4]: Test Loss: 0.2075, Test Accuracy: 92.9772

2023-01-29 13:46:54

--------------------------------------------------------------------------------

2023-01-29 13:46:54

[2023-01-29 14:46:53,505][root][INFO] - Evaluation took 0.92 minutes

2023-01-29 13:46:54

[2023-01-29 14:46:53,505][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.20749093272856303, 'test_batch_acc_epoch': 92.97719089466841, 'test_batch_f1_epoch': 0.697162315629706, 'test_batch_acc_balanced_epoch': 0.708764216076944}

2023-01-29 13:46:54

[2023-01-29 14:46:53,506][root][INFO] - Saving checkpoint for cycle 15

2023-01-29 13:46:56

[2023-01-29 14:46:54,164][root][INFO] - Saving results to /mnt/stud/home/mwirth/glae-results/fnc1/albert/uncertainty/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json

2023-01-29 13:46:56

Saving results to /mnt/stud/home/mwirth/glae-results/fnc1/albert/uncertainty/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.

2023-01-29 13:46:56

[2023-01-29 14:46:54,544][root][INFO] - Experiment took 81.14 minutes