DeepPreconditioning/dvc.lock at master · jsappl/DeepPreconditioning · GitHub

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schema: '2.0'
stages:
  generate:
    cmd: python ./uibk/deep_preconditioning/generate_data.py
    deps:
    - path: ./uibk/deep_preconditioning/generate_data.py
      hash: md5
      md5: 4450e4d7c0e1bacdb774efadfb4be2ec
      size: 3809
    params:
      params.yaml:
        mesh_cells: 3
        number_samples: 500
        resolution: 128
    outs:
    - path: ./assets/data/raw/sludge_patterns/
      hash: md5
      md5: f00fb1455098e66d9d65dd935fa00b58.dir
      size: 437897486
      nfiles: 1500
  train:
    cmd: python ./uibk/deep_preconditioning/train.py
    deps:
    - path: ./assets/data/raw/sludge_patterns/
      hash: md5
      md5: bc642c9e50920d092fe5179ddbca61fb.dir
      size: 193604030
      nfiles: 1500
    - path: ./uibk/deep_preconditioning/data_set.py
      hash: md5
      md5: 3f0e983129bd17eae88b8e3e9733e35a
      size: 13956
    - path: ./uibk/deep_preconditioning/train.py
      hash: md5
      md5: 81ed2150b8a82e3fcc6a1e5396f4c6e1
      size: 5925
    params:
      params.yaml:
        batch_size: 4
        channels:
        - 1
        - 16
        - 32
        - 64
        - 32
        - 16
        - 1
        learning_rate: 0.001
        patience: 16
    outs:
    - path: ./assets/checkpoints/
      hash: md5
      md5: 8fb15d404211bdf4cf8582285c846f81.dir
      size: 87844
      nfiles: 1
    - path: ./assets/dvclive/
      hash: md5
      md5: 40ac247cafef9fec5ee7abc187bb2ecf.dir
      size: 65800
      nfiles: 7
  test:
    cmd: python ./uibk/deep_preconditioning/test.py
    deps:
    - path: ./assets/checkpoints/
      hash: md5
      md5: 8fb15d404211bdf4cf8582285c846f81.dir
      size: 87844
      nfiles: 1
    - path: ./assets/data/raw/sludge_patterns/
      hash: md5
      md5: bc642c9e50920d092fe5179ddbca61fb.dir
      size: 193604030
      nfiles: 1500
    - path: ./uibk/deep_preconditioning/test.py
      hash: md5
      md5: 133cebd6bb980189b3f9e6a14048f469
      size: 9176
    outs:
    - path: ./assets/results/
      hash: md5
      md5: 21c877b1b416c16797716cb78904608f.dir
      size: 200197
      nfiles: 3