DS_ntriples_PileT5_base_pile-t5-base | celian-ringwald Overview – Weights & Biases

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Group: DS_ntriples_PileT5_base_pile-t5-base

1-5

of 5

Tags

Notes

Author

celian-ringwald

State

Finished

Start time

August 8th, 2024 1:34:23 PM

Runtime

3h 51m 34s

Tracked hours

3h 51m 27s

Run path

celian-ringwald/12ShadesOfRDFExtension/5ltsd3j7

OS

Linux-3.10.0-1160.42.2.el7.x86_64-x86_64-with-glibc2.17

Python version

3.11.5

Command

/home/cringwald/EXP_env2/EXP_env_Az/./src/train_withShape.py model=pilet5_base_model data=DS_ntriples_PileT5_base train=t5_dbpedia

System Hardware

CPU count	52
Logical CPU count	52
GPU count	1
GPU type	NVIDIA A100 80GB PCIe

W&B CLI Version

0.16.6

Group

DS_ntriples_PileT5_base_pile-t5-base

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 110 keys
- adafactor:
  true
- 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
- bf16:
  true
- cache_dir:
  null
- checkpoint_path:
  null
- classifier:
  false
- config_name:
  "EleutherAI/pile-t5-base"
- dataloader_drop_last:
  false
- dataloader_num_workers:
  2
- dataloader_pin_memory:
  true
- dataset_name:
  "/home/cringwald/EXP_env/datasets/t5_dbpedia.py"
- datatype:
  true
- 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:
  false
- gpus:
  1
- gradient_acc_steps:
  8
- gradient_accumulation_steps:
  1
- gradient_clip_value:
  10
- greater_is_better:
  false
- group_by_length:
  true
- ignore_data_skip:
  false
- ignore_pad_token_for_loss:
  true
- inline_mode:
  false
- label_names:
  null
- label_smoothing:
  0
- label_smoothing_factor:
  0
- learning_rate:
  0.001
- vocab_file:
  "/workspace/cringwald/exp6_out/syntaxes_vocab.json"
- vocab_mapp_file:
  "/workspace/cringwald/exp6_out/syntaxes_mapped.json"
- warmup_steps:
  100
- weight_decay:
  0.01

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 28 keys
- epoch:
  17
- loss:
  0.00005108487675897777
- lr-Adafactor/pg1:
  0.00097998998998999
- lr-Adafactor/pg2:
  0.00097998998998999
- test_BLEU:
  0.9975666403770448
- test_dist_edit:
  41.618895966029726
- test_F1_macro:
  99.87577639751554
- test_F1_micro:
  99.78678131103516
- test_loss:
  0.0012767808511853218
- test_part_parsed:
  0.057999998331069946
- test_part_subj_ok:
  0.057999998331069946
- test_part_valid:
  0.057999998331069946
- test_prec_macro:
  99.7536945812808
- test_prec_micro:
  99.57447052001952
- test_recall_macro:
  100
- test_recall_micro:
  100
- trainer/global_step:
  2,125
- Triplets:
  "table-file"
- val_BLEU:
  0.9779000282287598
- val_dist_edit:
  73.91929824561403
- val_F1_macro:
  70.93596059113301
- val_F1_micro:
  99.1869888305664
- val_loss:
  0.029628604650497437
- val_part_parsed:
  0.05000000074505806
- val_part_subj_ok:
  0.04333333298563957
- val_part_valid:
  0.05000000074505806
- val_prec_macro:
  70.47619047619047
- val_recall_macro:
  71.42857142857143

This run produced these artifacts as outputs. Total: 41. Learn more

run-5ltsd3j7-history:v0

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