celian-ringwald

Celian-ringwald's group workspace

Group: DataProp_and_ObjProp_AbsClean_Old_X2Strat

1-5

of 5

Tags

Notes

Author

celian-ringwald

State

Finished

Start time

May 19th, 2025 10:04:29 AM

Runtime

38m 10s

Tracked hours

Run path

celian-ringwald/GenLimitsPart2_train/1cz8uzmb

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_obj_and_dt_prop_abs_clean_oldx2 train=bart_dbpedia

System Hardware

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

W&B CLI Version

0.16.6

Group

DataProp_and_ObjProp_AbsClean_Old_X2Strat

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 111 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/MORE/PLAIN_class0/op_and_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:{} 71 keys
- epoch:
  15
- loss:
  0.007005380466580391
- lr-AdamW/pg1:
  0.00001826960238104674
- lr-AdamW/pg2:
  0.00001826960238104674
- NotParsed:
  "table-file"
- Notvalid:
  "table-file"
- test_accuracy_ALL:
  0.9541353583335876
- test_bleu_alias:
  1
- test_BLEU_ALL:
  1
- test_bleu_birthName:
  1
- test_bleu_label:
  1
- test_dist_edit_ALL:
  0
- test_F1_macro_ALL:
  90.84361821763272
- test_F1_micro_alias:
  100
- test_F1_micro_ALL:
  94.76094818115234
- test_F1_micro_birthDate:
  98.5553741455078
- test_F1_micro_birthName:
  84.44444274902344
- test_F1_micro_birthPlace:
  93.29359436035156
- test_F1_micro_birthYear:
  98.55072784423828
- test_F1_micro_deathDate:
  96.08541107177734
- test_F1_micro_deathPlace:
  70.89946746826172
- test_F1_micro_deathYear:
  96.46302032470705
- test_F1_micro_label:
  99.81446838378906
- test_F1_micro_nationality:
  70.32967376708984
- test_loss:
  0.016716700047254562
- test_part_parsed:
  0.9975000023841858
- test_part_subj_ok:
  1
- test_part_valid_r:
  0.7543859481811523
- test_part_valid_s:
  0
- test_prec_macro_ALL:
  90.72420678049116
- test_prec_micro_alias:
  100
- test_prec_micro_ALL:
  93.6615753173828
- test_prec_micro_birthDate:
  97.1519012451172
- test_prec_micro_birthName:
  77.55101776123047
- test_prec_micro_birthPlace:
  89.17378997802734
- test_prec_micro_birthYear:
  97.9827117919922
- test_prec_micro_deathDate:
  93.10344696044922
- test_prec_micro_deathPlace:
  74.44444274902344
- test_prec_micro_deathYear:
  96.15384674072266
- test_prec_micro_label:
  99.62963104248048
- test_prec_micro_nationality:
  82.05128479003906
- test_recall_macro_ALL:
  91.48749199067244
- test_recall_micro_alias:
  100
- test_recall_micro_ALL:
  95.88644409179688
- test_recall_micro_birthDate:
  100
- test_recall_micro_birthName:
  92.68292999267578
- val_part_valid_s:
  0
- val_prec_macro:
  63.69780060265843
- val_recall_macro:
  67.19465514736986
- WrongSubject:
  "table-file"

This run produced these artifacts as outputs. Total: 25. Learn more

wandb-history

run-1cz8uzmb-history:v0

Celian-ringwald's group workspace

DataProp_and_ObjProp_AbsClean_Old_X2Strat

DS_turtleS_0datatype_1inLine_1facto_BART_DTOP_AbsClean_Old_5X2strat_bart-base_4