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distil-bert-mlflow-tuto

Text Classification
Transformers
PyTorch
distilbert
Generated from Trainer
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15c868c
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1 Parent(s): c528649

Add MLflow run

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  1. mlruns/0/meta.yaml +6 -0
  2. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/meta.yaml +15 -0
  3. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/metrics/epoch +7 -0
  4. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/metrics/learning_rate +6 -0
  5. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/metrics/loss +6 -0
  6. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/metrics/total_flos +1 -0
  7. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/metrics/train_loss +1 -0
  8. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/metrics/train_runtime +1 -0
  9. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/metrics/train_samples_per_second +1 -0
  10. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/metrics/train_steps_per_second +1 -0
  11. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/_name_or_path +1 -0
  12. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/activation +1 -0
  13. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/adafactor +1 -0
  14. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/adam_beta1 +1 -0
  15. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/adam_beta2 +1 -0
  16. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/adam_epsilon +1 -0
  17. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/add_cross_attention +1 -0
  18. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/architectures +1 -0
  19. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/attention_dropout +1 -0
  20. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/auto_find_batch_size +1 -0
  21. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/bad_words_ids +1 -0
  22. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/begin_suppress_tokens +1 -0
  23. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/bf16 +1 -0
  24. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/bf16_full_eval +1 -0
  25. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/bos_token_id +1 -0
  26. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/chunk_size_feed_forward +1 -0
  27. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/cross_attention_hidden_size +1 -0
  28. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/data_seed +1 -0
  29. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/dataloader_drop_last +1 -0
  30. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/dataloader_num_workers +1 -0
  31. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/dataloader_pin_memory +1 -0
  32. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/ddp_bucket_cap_mb +1 -0
  33. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/ddp_find_unused_parameters +1 -0
  34. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/ddp_timeout +1 -0
  35. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/debug +1 -0
  36. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/decoder_start_token_id +1 -0
  37. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/deepspeed +1 -0
  38. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/dim +1 -0
  39. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/disable_tqdm +1 -0
  40. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/diversity_penalty +1 -0
  41. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/do_eval +1 -0
  42. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/do_predict +1 -0
  43. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/do_sample +1 -0
  44. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/do_train +1 -0
  45. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/dropout +1 -0
  46. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/early_stopping +1 -0
  47. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/encoder_no_repeat_ngram_size +1 -0
  48. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/eos_token_id +1 -0
  49. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/eval_accumulation_steps +1 -0
  50. mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/eval_delay +1 -0
mlruns/0/meta.yaml ADDED
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+ artifact_location: file:///home/leolara/Development/learn/mlflow_tutorial/mlruns/0
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+ creation_time: 1669409136999
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+ experiment_id: '0'
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+ last_update_time: 1669409136999
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+ lifecycle_stage: active
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+ name: Default
mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/meta.yaml ADDED
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+ artifact_uri: file:///home/leolara/Development/learn/mlflow_tutorial/mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/artifacts
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+ end_time: 1669420361130
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+ entry_point_name: ''
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+ experiment_id: '183221362838662027'
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+ lifecycle_stage: active
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+ run_id: 699a8e0d88034abfbc20c2cc191c8478
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+ run_name: ./output
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+ run_uuid: 699a8e0d88034abfbc20c2cc191c8478
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+ source_name: ''
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+ source_type: 4
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+ source_version: ''
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+ start_time: 1669419627095
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+ status: 3
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+ tags: []
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+ user_id: leolara
mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/metrics/epoch ADDED
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+ 1669419741564 4.2e-05 500
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+ 1669420361130 734.0438 3125
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+ 1669420361130 34.058 3125
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mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/_name_or_path ADDED
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+ distilbert-base-cased
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+ gelu
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+ 0.999
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+ 1e-08
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+ False
mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/architectures ADDED
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+ ['DistilBertForSequenceClassification']
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+ None
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mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/debug ADDED
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mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/decoder_start_token_id ADDED
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+ None
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mlruns/183221362838662027/699a8e0d88034abfbc20c2cc191c8478/params/do_train ADDED
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1
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1
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