wiki-ner | wandb Overview – Weights & Biases

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Group: wiki-ner

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Notes

Author

State

Crashed

Start time

July 13th, 2021 3:51:01 PM

Runtime

1h 38m

Tracked hours

17m 21s

Run path

wandb/hf-flax-roberta-hindi/3amxx7w7

OS

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

Python version

3.7.10

Command

Wiki-NER: indic-glued.ipynb

System Hardware

CPU count	2
GPU count	1
GPU type	Tesla P100-PCIE-16GB

W&B CLI Version

0.10.33

Group

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 140 keys
- _n_gpu:
  1
- _name_or_path:
  "flax-community/roberta-pretraining-hindi"
- 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:
  50,265
- warmup_ratio:
  0
- warmup_steps:
  0
- weight_decay:
  0

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 18 keys
- eval/accuracy:
  0.90619591554171
- eval/f1:
  0.7790473745025035
- eval/loss:
  0.5013857483863831
- eval/precision:
  0.7752651079596269
- eval/recall:
  0.7828667268739518
- eval/runtime:
  6.7641
- eval/samples_per_second:
  164.693
- eval/steps_per_second:
  20.697
- ▶
  graph_0:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_0_summary_cc6709b72885a9c9d127.graph.json"
  - sha256:
    "cc6709b72885a9c9d127ea0698e9857f89bab79c28c444cb8f56df2646cbe6ed"
  - size:
    26,033
- train/epoch:
  5
- train/global_step:
  5,915
- train/learning_rate:
  0.00000350803043110735
- train/loss:
  0.0665
- train/total_flos:
  4,508,097,726,140,160
- train/train_loss:
  0.1779592860682174
- train/train_runtime:
  918.3886
- train/train_samples_per_second:
  51.52
- train/train_steps_per_second:
  6.441

This run produced these artifacts as outputs. Total: 1. Learn more

run-3amxx7w7-history:v0

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