bbca_clean_notebook | wandb Overview – Weights & Biases

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Group: bbca_clean_notebook

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Tags

Notes

Author

State

Finished

Start time

July 14th, 2021 11:49:19 AM

Runtime

5m 12s

Tracked hours

5m 4s

Run path

wandb/hf-flax-roberta-hindi/323vrk4y

OS

Linux-5.4.104+-x86_64-with-Ubuntu-18.04-bionic

Python version

3.7.10

Command

BBCA_Downstream_Indic_Glue.ipynb

System Hardware

CPU count	2
GPU count	1
GPU type	Tesla T4

W&B CLI Version

0.10.33

Group

bbca_clean_notebook

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 139 keys
- _n_gpu:
  1
- _name_or_path:
  "surajp/RoBERTa-hindi-guj-san"
- adafactor:
  false
- adam_beta1:
  0.9
- adam_beta2:
  0.999
- adam_epsilon:
  0.00000001
- add_cross_attention:
  false
- ▶
  architectures:[] 1 item
  - 0:
    "RobertaForMaskedLM"
- attention_probs_dropout_prob:
  0.1
- bad_words_ids:
  null
- bos_token_id:
  0
- chunk_size_feed_forward:
  0
- dataloader_drop_last:
  false
- dataloader_num_workers:
  0
- dataloader_pin_memory:
  true
- ddp_find_unused_parameters:
  "None"
- debug:
  "[]"
- decoder_start_token_id:
  null
- deepspeed:
  "None"
- disable_tqdm:
  false
- diversity_penalty:
  0
- do_eval:
  true
- do_predict:
  false
- do_sample:
  false
- do_train:
  false
- early_stopping:
  false
- encoder_no_repeat_ngram_size:
  0
- eos_token_id:
  2
- eval_accumulation_steps:
  "None"
- eval_batch_size:
  8
- eval_steps:
  500
- evaluation_strategy:
  "epoch"
- finetuning_task:
  null
- forced_bos_token_id:
  null
- forced_eos_token_id:
  null
- fp16:
  false
- fp16_backend:
  "auto"
- fp16_full_eval:
  false
- fp16_opt_level:
  "O1"
- gradient_accumulation_steps:
  1
- gradient_checkpointing:
  false
- greater_is_better:
  "None"
- group_by_length:
  false
- hidden_act:
  "gelu"
- hidden_dropout_prob:
  0.1
- hidden_size:
  768
- vocab_size:
  30,522
- warmup_ratio:
  0
- warmup_steps:
  0
- weight_decay:
  0

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 18 keys
- eval/accuracy:
  0.625866050808314
- eval/f1:
  0.6173100813610373
- eval/loss:
  1.667760729789734
- eval/precision:
  0.619975471261966
- eval/recall:
  0.625866050808314
- eval/runtime:
  3.6862
- eval/samples_per_second:
  234.931
- eval/steps_per_second:
  29.57
- ▶
  graph_7:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_7_summary_955f8809ecae6b1f9ab4.graph.json"
  - sha256:
    "955f8809ecae6b1f9ab40b9aa5e9cdac1c47978941af90d98e9e53719b9f8c97"
  - size:
    13,732
- train/epoch:
  5
- train/global_step:
  2,170
- train/learning_rate:
  0.00000391705069124424
- train/loss:
  0.3455
- train/total_flos:
  891,544,324,277,760
- train/train_loss:
  0.7758073411229569
- train/train_runtime:
  270.0773
- train/train_samples_per_second:
  64.185
- train/train_steps_per_second:
  8.035

This run produced these artifacts as outputs. Learn more

run-323vrk4y-history:v0

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