celian-ringwald

Celian-ringwald's group workspace

Group: DataProp_and_ObjProp_AbsMD

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of 10

Tags

Notes

Author

celian-ringwald

State

Finished

Start time

April 12th, 2025 6:15:42 AM

Runtime

4m 35s

Tracked hours

Run path

celian-ringwald/GenLimits_Part1/h0leq3wm

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_md_old 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_AbsMD

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/MD/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:{} 40 keys
- epoch:
  4
- loss:
  0.01253118086606264
- lr-AdamW/pg1:
  0.0000495
- lr-AdamW/pg2:
  0.0000495
- NotParsed:
  "table-file"
- Notvalid:
  "table-file"
- test_accuracy:
  0.990205705165863
- test_BLEU:
  1
- test_dist_edit:
  NaN
- test_F1_macro:
  98.57379978371888
- test_F1_micro:
  98.87892150878906
- test_fn_rate:
  0
- test_fp_rate:
  0.02217294834554195
- test_loss:
  0.006519225891679525
- test_part_parsed:
  1
- test_part_subj_ok:
  1
- test_part_valid_r:
  0.9399999976158142
- test_part_valid_s:
  0
- test_prec_macro:
  97.23689225726154
- test_prec_micro:
  97.78270721435548
- test_recall_macro:
  100
- test_recall_micro:
  100
- To Inspect table:
  "table-file"
- trainer/global_step:
  116
- Triplets:
  "table-file"
- val_accuracy:
  0.8731958866119385
- val_BLEU:
  0.9956499934196472
- val_dist_edit:
  11.333333333333334
- val_F1_macro:
  66.04521179199219
- val_F1_micro:
  85.78034973144531
- val_fn_rate:
  0.04639175161719322
- val_fp_rate:
  0.0804123729467392
- val_loss:
  0.22328287363052368
- val_part_parsed:
  0.9700000286102296
- val_part_subj_ok:
  1
- val_part_valid_r:
  0.4020618498325348
- val_part_valid_s:
  0.010309278033673763
- val_prec_macro:
  63.343548362537014
- val_recall_macro:
  71.20103197145451
- WrongSubject:
  "table-file"

This run produced these artifacts as outputs. Total: 8. Learn more

wandb-history

run-h0leq3wm-history:v0

Celian-ringwald's group workspace

DataProp_and_ObjProp_AbsMD

DS_turtleS_0datatype_1inLine_1facto_BART_DTOP_AbsMD_Old_bart-base_9