dvc.lock

schema: '2.0'
stages:
  data:
    cmd: python src/data.py
    deps:
    - path: data/raw/dev.char.bmes
      hash: md5
      md5: 3053f33e3347af60dabc03e5e2a98dd6
      size: 120251
    - path: data/raw/test.char.bmes
      hash: md5
      md5: a0b7592d9fc2f254a03d9cf0bf81ba7a
      size: 135064
    - path: data/raw/train.char.bmes
      hash: md5
      md5: badab28955123a81149f5d3148290bf1
      size: 1094528
    - path: src/data.py
      hash: md5
      md5: bd334e3138bebb6c064de7a02ae30ddc
      size: 3946
    outs:
    - path: data/processed/dev_data.json
      hash: md5
      md5: e4df6150a83ee573a9925af6a5c07e39
      size: 214240
    - path: data/processed/tag2id.json
      hash: md5
      md5: d32d6b95c5fe744684f7b14d453ede1d
      size: 421
    - path: data/processed/test_data.json
      hash: md5
      md5: fafd477e4c923a4d685e55e142891161
      size: 232344
    - path: data/processed/train_data.json
      hash: md5
      md5: 855e69a63ace434be6dba0bf74fcae54
      size: 1927019
    - path: data/processed/word2id.json
      hash: md5
      md5: a6f9fa88a4467623beddccfb9541970d
      size: 22104
  train:
    cmd: python src/train.py
    deps:
    - path: data/processed/dev_data.json
      hash: md5
      md5: e4df6150a83ee573a9925af6a5c07e39
      size: 214240
    - path: data/processed/tag2id.json
      hash: md5
      md5: d32d6b95c5fe744684f7b14d453ede1d
      size: 421
    - path: data/processed/train_data.json
      hash: md5
      md5: 855e69a63ace434be6dba0bf74fcae54
      size: 1927019
    - path: data/processed/word2id.json
      hash: md5
      md5: a6f9fa88a4467623beddccfb9541970d
      size: 22104
    - path: src/train.py
      hash: md5
      md5: 7c545834c7379360f83ae171f3a99d1a
      size: 17228
    params:
      params.yaml:
        lstm:
          emb_size: 128
          hidden_size: 128
          if_crf: 1
        training:
          random_seed: 42
          batch_size: 64
          lr: 0.001
          epoches: 30
          print_step: 5
    outs:
    - path: models/model.pkl
      hash: md5
      md5: 4bd06ce2c8399e01f88d012d4850c822
      size: 15471666
  evaluate:
    cmd: python src/evaluate.py
    deps:
    - path: data/processed/tag2id.json
      hash: md5
      md5: d32d6b95c5fe744684f7b14d453ede1d
      size: 421
    - path: data/processed/test_data.json
      hash: md5
      md5: fafd477e4c923a4d685e55e142891161
      size: 232344
    - path: data/processed/word2id.json
      hash: md5
      md5: a6f9fa88a4467623beddccfb9541970d
      size: 22104
    - path: models/model.pkl
      hash: md5
      md5: 4bd06ce2c8399e01f88d012d4850c822
      size: 15471666
    - path: src/evaluate.py
      hash: md5
      md5: 2f6c27f54b907b5121c93eade71f31f6
      size: 1676
    params:
      params.yaml:
        lstm:
          emb_size: 128
          hidden_size: 128
          if_crf: 1
        training:
          random_seed: 42
          batch_size: 64
          lr: 0.001
          epoches: 30
          print_step: 5