ten-dim | worker_vs_gpt Overview – Weights & Biases

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Author

State

Finished

Job

job-git_github.com_AGMoller_worker_vs_gpt.git_src_worker_vs_gpt___main__.py:v13

Start time

May 21st, 2023 10:18:21 AM

Runtime

34m 8s

Tracked hours

33m 56s

Run path

cocoons/worker_vs_gpt/25nixwk3

OS

Linux-5.15.0-72-generic-x86_64-with-glibc2.35

Python version

3.10.6

Git repository

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

Git state

git checkout -b "intfloat/e5-base_crowdsourced" aaab9e23aa7570142955cde6038937297732f77e

Command

/home/agm/projects/worker_vs_gpt/src/worker_vs_gpt/__main__.py

System Hardware

CPU count	4
Logical CPU count	4
GPU count	1
GPU type	NVIDIA GeForce GTX 970

W&B CLI Version

0.14.2

Group

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 189 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-3.5-turbo"
- auto_find_batch_size:
  false
- bad_words_ids:
  null
- batch_size:
  4
- 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_backend:
  "None"
- 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:
  4
- eval_delay:
  0
- eval_steps:
  "None"
- evaluation_strategy:
  "epoch"
- exponential_decay_length_penalty:
  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:
  0.4786666666666667
- eval/f1:
  0.3108929862108688
- eval/loss:
  1.893284559249878
- eval/roc_auc:
  0.7331167349620327
- eval/runtime:
  4.8102
- eval/samples_per_second:
  155.92
- eval/steps_per_second:
  39.084
- test/accuracy:
  0.4742818971275885
- test/f1:
  0.31477446348839977
- test/loss:
  1.8976690769195557
- test/roc_auc:
  0.7623664943680198
- test/runtime:
  8.653
- test/samples_per_second:
  173.004
- test/steps_per_second:
  43.338
- train/epoch:
  10
- train/global_step:
  13,100
- train/learning_rate:
  0
- train/loss:
  0.0243
- train/total_flos:
  1,983,251,761,345,602
- train/train_loss:
  0.1032643906396764
- train/train_runtime:
  2,022.0298
- train/train_samples_per_second:
  25.9
- train/train_steps_per_second:
  6.479

This run consumed these artifacts as inputs. Learn more

job-git_github.com_AGMoller_worker_vs_gpt.git_src_worker_vs_gpt___main__.py:v13

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

run-25nixwk3-classification_report:v0

run-25nixwk3-history:v0

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