celian-ringwald

Celian-ringwald's group workspace

Group: DataProp_and_ObjProp_AbsClean_Old_X1Strat

1-5

of 5

Tags

Notes

Author

celian-ringwald

State

Finished

Start time

May 16th, 2025 3:54:11 PM

Runtime

10m 44s

Tracked hours

Run path

celian-ringwald/GenLimitsPart2_train/8b1v0w2t

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_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_and_ObjProp_AbsClean_Old_X1Strat

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/CORRECTED/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:
  8
- loss:
  0.007394879125058651
- lr-AdamW/pg1:
  0.0000354440602504168
- lr-AdamW/pg2:
  0.0000354440602504168
- NotParsed:
  "table-file"
- Notvalid:
  "table-file"
- test_accuracy_ALL:
  0.9564999938011168
- test_bleu_alias:
  1
- test_BLEU_ALL:
  0.9921333193778992
- test_bleu_birthName:
  0.9764
- test_bleu_label:
  1
- test_dist_edit_ALL:
  NaN
- test_F1_macro_ALL:
  90.40887229774214
- test_F1_micro_alias:
  100
- test_F1_micro_ALL:
  94.9389190673828
- test_F1_micro_birthDate:
  98.01324462890624
- test_F1_micro_birthName:
  81.48148345947266
- test_F1_micro_birthPlace:
  94.57831573486328
- test_F1_micro_birthYear:
  97.54601287841795
- test_F1_micro_deathDate:
  94.7368392944336
- test_F1_micro_deathPlace:
  78.48101043701172
- test_F1_micro_deathYear:
  96.7741928100586
- test_F1_micro_label:
  99.3197250366211
- test_F1_micro_nationality:
  63.15789413452149
- test_loss:
  0.01751900278031826
- test_part_parsed:
  1
- test_part_subj_ok:
  1
- test_part_valid_r:
  0.7599999904632568
- test_part_valid_s:
  0
- test_prec_macro_ALL:
  91.61091917395711
- test_prec_micro_alias:
  100
- test_prec_micro_ALL:
  93.47078704833984
- test_prec_micro_birthDate:
  96.10389709472656
- test_prec_micro_birthName:
  68.75
- test_prec_micro_birthPlace:
  90.2298812866211
- test_prec_micro_birthYear:
  95.20957946777344
- test_prec_micro_deathDate:
  90
- test_prec_micro_deathPlace:
  88.57142639160156
- test_prec_micro_deathYear:
  94.93670654296876
- test_prec_micro_label:
  100
- test_prec_micro_nationality:
  92.30769348144533
- test_recall_macro_ALL:
  91.51544932371048
- test_recall_micro_alias:
  100
- test_recall_micro_ALL:
  96.4539031982422
- test_recall_micro_birthDate:
  100
- test_recall_micro_birthName:
  100
- val_part_valid_s:
  0
- val_prec_macro:
  62.37675104672216
- val_recall_macro:
  66.76603268485317
- WrongSubject:
  "table-file"

This run produced these artifacts as outputs. Total: 13. Learn more

wandb-history

run-8b1v0w2t-history:v0

Celian-ringwald's group workspace

DataProp_and_ObjProp_AbsClean_Old_X1Strat

DS_turtleS_0datatype_1inLine_1facto_BART_DTOP_AbsClean_Old_5strat_bart-base_4