dal-nlp

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Group: distilbert_coreset_fnc1

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Tags

Notes

Author

lura

State

Finished

Start time

January 21st, 2023 9:36:50 AM

Runtime

31m 9s

Tracked hours

31m 3s

Run path

dal-nlp/active-glae_old/trz0l582

Linux-4.15.0-197-generic-x86_64-with-glibc2.27

Python version

3.9.5

Command

/mnt/home/lrauch/projects/dal-toolbox/experiments/active_learning/al_txt.py model=distilbert dataset=fnc1 output_dir=/mnt/work/lrauch/glae-results/fnc1/distilbert/coreset/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5 al_strategy=coreset random_seed=5 al_strategy=coreset al_cycle.n_init=100 al_cycle.acq_size=100 al_cycle.n_acq=15 wandb.group=distilbert_coreset_fnc1

System Hardware

CPU count	128
Logical CPU count	256
GPU count	1
GPU type	NVIDIA A100-SXM4-80GB

W&B CLI Version

0.13.9

Group

distilbert_coreset_fnc1

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 13 keys
- ▶
  al_cycle:{} 4 keys
  - acq_size:
    100
  - cold_start:
    true
  - n_acq:
    15
  - n_init:
    100
- ▶
  al_strategy:{} 2 keys
  - name:
    "coreset"
  - subset_size:
    10,000
- check_freq_model:
  15
- ▶
  dataset:{} 5 keys
- dataset_path:
  "$HOME/.cache/huggingface/datasets"
- device:
  "cuda"
- ▶
  model:{} 5 keys
- output_dir:
  "/mnt/work/lrauch/glae-results/fnc1/distilbert/coreset/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5"
- print_freq_eval:
  25
- print_freq_train:
  25
- random_seed:
  5
- val_batch_size:
  128
- ▶
  wandb:{} 5 keys

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 7 keys
- final_auc_acc:
  79.092
- final_auc_acc_blc:
  0.446
- final_auc_f1:
  0.428
- test_batch_acc_balanced_epoch:
  0.41181291051581065
- test_batch_acc_epoch:
  65.76630651039713
- test_batch_f1_epoch:
  0.39646976048252647
- test_loss_epoch:
  0.7903474597703843

This run produced these artifacts as outputs. Total: 1. Learn more

wandb-history

run-trz0l582-history:v0

Assenmacher-mat's group workspace

distilbert_coreset_fnc1

distilbert_coreset_fnc1#5