dvc.lock

schema: '2.0'
stages:
  get-data:
    cmd: python src/get_data.py --output_folder outs/data
    deps:
    - path: src/get_data.py
      md5: 74f00e6094a1aca03b21b5e88554df79
      size: 1939
    params:
      params.yaml:
        data:
          repo: iterative/dvc
          labels:
          - data-sync
          - experiments
          - plots
          since: 2021/01/01
          until: 2022/05/01
          output_folder: outs/data
          metrics_file: outs/data_metrics.json
    outs:
    - path: outs/data
      md5: df3bf10a068e031cc4bbdc281bcd1838.dir
      size: 8351
      nfiles: 159
    - path: outs/data_metrics.json
      md5: 8c161c9f908253d9f16e35161f6d69db
      size: 63
  split-data:
    cmd: python src/split_data.py outs/data outs/split 0.1 outs/split_metrics.json
    deps:
    - path: outs/data
      md5: df3bf10a068e031cc4bbdc281bcd1838.dir
      size: 8351
      nfiles: 159
    - path: src/split_data.py
      md5: 4257c1dd971b77407f5e86af0e0edd4d
      size: 2177
    outs:
    - path: outs/split
      md5: 6060c7fa6a72337bdcd832b129dd41b7.dir
      size: 12509
      nfiles: 2
    - path: outs/split_metrics.json
      md5: e5d513c4ffa6c2ef507e1eb3235c9e4d
      size: 166
  compute-data-metrics:
    cmd: python src/compute_data_metrics.py --input_folder outs/data --output_metrics_file
      outs/data_metrics.json
    deps:
    - path: outs/data
      md5: ee718b82fa4b349030b0d118f6ad4eb0.dir
      size: 7726
      nfiles: 149
    - path: src/compute_data_metrics.py
      md5: 2667ba0ed4ea950a2c77df60a2921429
      size: 566
    outs:
    - path: outs/data_metrics.json
      md5: b47806515a30f27fc1bb228bc1389a1f
      size: 63
  train:
    cmd: python src/train.py outs/split outs/train
    deps:
    - path: outs/split
      md5: 6060c7fa6a72337bdcd832b129dd41b7.dir
      size: 12509
      nfiles: 2
    - path: src/train.py
      md5: 88cd88d5ff2ff67ee5764e24998f7d6f
      size: 2522
    params:
      params.yaml:
        data.labels:
        - data-sync
        - experiments
        - plots
        train:
          output_folder: outs/train
          metrics_folder: outs/train_metrics
          pretrained_model: MoritzLaurer/xtremedistil-l6-h256-mnli-fever-anli-ling-binary
          epochs: 10
    outs:
    - path: outs/train
      md5: ec929ea0218785f4da8be619e6b612a4.dir
      size: 51985899
      nfiles: 7
    - path: outs/train_metrics
      md5: 8be02beb96adf9f0915f1d7b0e8ca9ec.dir
      size: 1975
      nfiles: 10
    - path: outs/train_metrics.json
      md5: a3ce7b537357c607af5e9f0f2fca5910
      size: 348
  eval:
    cmd: python src/eval.py outs/split/val.json outs/train outs/eval
    deps:
    - path: outs/split/val.json
      md5: 3fd4eb19a334107733e25176900926fe
      size: 1283
    - path: outs/train
      md5: ec929ea0218785f4da8be619e6b612a4.dir
      size: 51985899
      nfiles: 7
    - path: src/eval.py
      md5: f733df5cfaaef682afcc65babff16c06
      size: 978
    - path: src/inference.py
      md5: 0c3515e93bb2377cc71dd6086c9d1010
      size: 605
    params:
      params.yaml:
        data.labels:
        - data-sync
        - experiments
        - plots
    outs:
    - path: outs/eval/plots/confusion_matrix.json
      md5: bda118c9ec2458fa91d5679d3facf1ab
      size: 1250