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: 2e944cb029e99fbe8772444f96dae7fb.dir
      size: 8436
      nfiles: 160
    - path: outs/data_metrics.json
      md5: a42c7e6fc31ddabd507d0ff670d926e3
      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: 2e944cb029e99fbe8772444f96dae7fb.dir
      size: 8436
      nfiles: 160
    - path: src/split_data.py
      md5: 4257c1dd971b77407f5e86af0e0edd4d
      size: 2177
    outs:
    - path: outs/split
      md5: 8fcb890aedd7b2ed3f299c4ce1cdf3e4.dir
      size: 12620
      nfiles: 2
    - path: outs/split_metrics.json
      md5: 989d07bb13af89a773595d82c00d0756
      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: 8fcb890aedd7b2ed3f299c4ce1cdf3e4.dir
      size: 12620
      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: 8
    outs:
    - path: outs/train
      md5: a012e042e89f5b0172edcde457883ad5.dir
      size: 51985899
      nfiles: 7
    - path: outs/train_metrics
      md5: 53d2743815dd6862b556bbbe0b76642d.dir
      size: 1669
      nfiles: 10
    - path: outs/train_metrics.json
      md5: 5efd77cf6782412191277081c7015fc3
      size: 351
  eval:
    cmd: python src/eval.py outs/split/val.json outs/train outs/eval
    deps:
    - path: outs/split/val.json
      md5: abbb406fd3bed094ec18fb11b0673b33
      size: 1292
    - path: outs/train
      md5: a012e042e89f5b0172edcde457883ad5.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: e0feb8fca733c72bc9205b2e61cab001
      size: 1256