sentiment | cocoons Overview – Weights & Biases

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Ariannapera's group workspace

Group: sentiment

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of 56

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Notes

Author

State

Finished

Start time

April 6th, 2023 8:52:57 AM

Runtime

4m 9s

Tracked hours

4m

Run path

cocoons/worker_vs_gpt/49otob7g

OS

Linux-3.10.0-1062.18.1.el7.x86_64-x86_64-with-glibc2.2.5

Python version

3.8.2

Git repository

git clone git@github.com:AGMoller/worker_vs_gpt.git

Git state

git checkout -b "intfloat/e5-base_size4000" 03f07a29817014cc76fdbbd4c7026760ff5b3b41

Command

-m src.worker_vs_gpt.__main__

System Hardware

CPU count	24
Logical CPU count	48
GPU count	1
GPU type	Tesla V100-PCIE-32GB

W&B CLI Version

0.14.0

Group

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 187 keys
- _name_or_path:
  "intfloat/e5-base"
- adafactor:
  false
- adam_beta1:
  0.9
- adam_beta2:
  0.999
- adam_epsilon:
  0.00000001
- add_cross_attention:
  false
- ▶
  architectures:[] 1 item
  - 0:
    "BertModel"
- attention_probs_dropout_prob:
  0.1
- augmentation_model:
  "gpt-4"
- auto_find_batch_size:
  false
- bad_words_ids:
  null
- batch_size:
  32
- begin_suppress_tokens:
  null
- bf16:
  false
- bf16_full_eval:
  false
- bos_token_id:
  null
- chunk_size_feed_forward:
  0
- ckpt:
  "intfloat/e5-base"
- classifier_dropout:
  null
- cross_attention_hidden_size:
  null
- data_seed:
  "None"
- dataloader_drop_last:
  false
- dataloader_num_workers:
  0
- dataloader_pin_memory:
  true
- ddp_bucket_cap_mb:
  "None"
- ddp_find_unused_parameters:
  "None"
- ddp_timeout:
  1,800
- 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:
  null
- eval_accumulation_steps:
  "None"
- eval_batch_size:
  32
- eval_delay:
  0
- eval_steps:
  "None"
- evaluation_strategy:
  "epoch"
- exponential_decay_length_penalty:
  null
- finetuning_task:
  null
- warmup_ratio:
  0
- warmup_steps:
  0
- weight_decay:
  0
- xpu_backend:
  "None"

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 24 keys
- classification_report:
  "table-file"
- eval/accuracy:
  0.6906666666666667
- eval/f1:
  0.6647219554782102
- eval/loss:
  0.8595704941313473
- eval/roc_auc:
  0.8167798469711314
- eval/runtime:
  0.9306
- eval/samples_per_second:
  805.96
- eval/steps_per_second:
  25.791
- test/accuracy:
  0.6709540866167372
- test/f1:
  0.6522847275103205
- test/loss:
  0.8788686290483315
- test/roc_auc:
  0.800633438225638
- test/runtime:
  13.6875
- test/samples_per_second:
  897.461
- test/steps_per_second:
  28.055
- train/epoch:
  10
- train/global_step:
  1,250
- train/learning_rate:
  0
- train/loss:
  0.0029
- train/total_flos:
  1,336,122,824,400,000
- train/train_loss:
  0.04292392191886902
- train/train_runtime:
  224.6105
- train/train_samples_per_second:
  178.086
- train/train_steps_per_second:
  5.565

This run produced these artifacts as outputs. Total: 2. Learn more

run-49otob7g-classification_report:v0

run-49otob7g-history:v0

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