celian-ringwald

Celian-ringwald's group workspace

Group: DataProp_AbsClean

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of 10

Tags

Notes

Author

celian-ringwald

State

Finished

Start time

April 12th, 2025 6:05:24 AM

Runtime

5m 11s

Tracked hours

Run path

celian-ringwald/GenLimits_Part1/ittpdkmu

Linux-5.14.0-503.29.1.el9_5.x86_64-x86_64-with-glibc2.34

Python version

3.11.5

Command

/home/cringwald/EXP_Obj/./src/train_withShape_withObj.py model=bart_base_model data=DS_turtleS_0datatype_1inLine_1facto_bart_train_dt_prop_abs_clean_old train=bart_dbpedia

System Hardware

CPU count	40
Logical CPU count	40
GPU count	1
GPU type	Tesla V100-SXM2-32GB

W&B CLI Version

0.16.6

Group

DataProp_AbsClean

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 110 keys
- adafactor:
  false
- adam_beta1:
  0.9
- adam_beta2:
  0.999
- adam_epsilon:
  0.00000001
- add_vocab:
  true
- amp_level:
  null
- apply_early_stopping:
  true
- attention_dropout:
  null
- cache_dir:
  null
- checkpoint_path:
  null
- classifier:
  false
- config_name:
  "facebook/bart-base"
- dataloader_drop_last:
  false
- dataloader_num_workers:
  2
- dataloader_pin_memory:
  true
- dataset_name:
  "/home/cringwald/EXP_Obj/datasets/bart_dbpedia.py"
- datatype:
  false
- decoder_layerdrop:
  null
- deepspeed:
  null
- disable_tqdm:
  null
- do_eval:
  true
- do_predict:
  true
- do_train:
  true
- dropout:
  0.1
- eval_accumulation_steps:
  null
- eval_batch_size:
  8
- eval_beams:
  3
- eval_steps:
  null
- evaluation_strategy:
  "no"
- facto:
  true
- finetune:
  false
- fp16_backend:
  "auto"
- fp16_opt_level:
  "O1"
- gpus:
  1
- gradient_acc_steps:
  8
- gradient_accumulation_steps:
  1
- gradient_clip_value:
  10
- grammar_file:
  "/workspace/cringwald/Obj_XP/turtle_light_facto.ebnf"
- greater_is_better:
  false
- group_by_length:
  false
- ignore_data_skip:
  false
- ignore_pad_token_for_loss:
  true
- inline_mode:
  true
- label_names:
  null
- label_smoothing:
  0
- label_smoothing_factor:
  0
- validation_file:
  "/workspace/cringwald/Obj_XP/NEW_CONFIG/CORRECTED/PLAIN/dt_old/DS_turtleS_0datatype_1inLine_1facto_val.json"
- vocab_file:
  "/workspace/cringwald/Obj_XP/syntaxes_vocab.json"
- warmup_steps:
  100
- weight_decay:
  0.01

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 40 keys
- epoch:
  6
- loss:
  0.00014125225425232202
- lr-AdamW/pg1:
  0.00004096159602595202
- lr-AdamW/pg2:
  0.00004096159602595202
- NotParsed:
  "table-file"
- Notvalid:
  "table-file"
- test_accuracy:
  0.9928571581840516
- test_BLEU:
  0.6666666865348816
- test_dist_edit:
  NaN
- test_F1_macro:
  98.51395730706076
- test_F1_micro:
  99.19743347167967
- test_fn_rate:
  0
- test_fp_rate:
  0.01592356711626053
- test_loss:
  0.004173001740127802
- test_part_parsed:
  1
- test_part_subj_ok:
  1
- test_part_valid_r:
  0.949999988079071
- test_part_valid_s:
  0.6299999952316284
- test_prec_macro:
  97.22304722304725
- test_prec_micro:
  98.40764617919922
- test_recall_macro:
  100
- test_recall_micro:
  100
- To Inspect table:
  "table-file"
- trainer/global_step:
  174
- Triplets:
  "table-file"
- val_accuracy:
  0.9235209226608276
- val_BLEU:
  0.9542999863624572
- val_dist_edit:
  29
- val_F1_macro:
  74.82781982421875
- val_F1_micro:
  91.90839385986328
- val_fn_rate:
  0.02308802306652069
- val_fp_rate:
  0.05339105427265167
- val_loss:
  0.080909863114357
- val_part_parsed:
  0.9900000095367432
- val_part_subj_ok:
  1
- val_part_valid_r:
  0.6969696879386902
- val_part_valid_s:
  0.6565656661987305
- val_prec_macro:
  72.35948206379904
- val_recall_macro:
  77.56620204679565
- WrongSubject:
  "table-file"

This run produced these artifacts as outputs. Total: 7. Learn more

wandb-history

run-ittpdkmu-history:v0

Celian-ringwald's group workspace

DataProp_AbsClean

DS_turtleS_0datatype_1inLine_1facto_BART_DT_AbsClean_Old2_bart-base_9