schema: '2.0'
stages:
  data_ingestion:
    cmd: python src/cnnClassifier/pipeline/stage_01_data_ingestion.py
    deps:
    - path: src/cnnClassifier/components/data_ingestion.py
      hash: md5
      md5: 11a88b6a3a45651504f59cab654dd889
      size: 1737
    - path: src/cnnClassifier/config/configuration.py
      hash: md5
      md5: f2ee2d8b6bf946faa613a7d498bf789a
      size: 2458
    - path: src/cnnClassifier/pipeline/stage_01_data_ingestion.py
      hash: md5
      md5: ba77afc62b94ad61c5990601bc2a6f15
      size: 945
    outs:
    - path: artifacts/data_ingestion
      hash: md5
      md5: 010e49306f9a2f8bd5f6235a9bb4c40a.dir
      size: 1158773512
      nfiles: 12
  model_training:
    cmd: python src/cnnClassifier/pipeline/stage_02_model_training.py
    deps:
    - path: artifacts/data_ingestion
      hash: md5
      md5: 35941f86a72fc72e64cb3195753ae21d.dir
      size: 1758455894
      nfiles: 19557
    - path: config/config.yaml
      hash: md5
      md5: 3cea2dfb36f0a5e40dd599dad9458ca4
      size: 609
    - path: params.yaml
      hash: md5
      md5: ce8c137aa11f22d0901fb41485e9bfde
      size: 239
    - path: src/cnnClassifier/components/model_trainer.py
      hash: md5
      md5: bc58a9fdc35492409863b38424773ef6
      size: 8585
    - path: src/cnnClassifier/pipeline/stage_02_model_training.py
      hash: md5
      md5: 374003acf88403924718ed5982007523
      size: 829
    outs:
    - path: artifacts/model_trainer
      hash: md5
      md5: 621f61ba7beea89c3bef7a921afdcc9d.dir
      size: 183039001
      nfiles: 12
  data_preparation:
    cmd: python src/cnnClassifier/pipeline/stage_02_data_preparation.py
    deps:
    - path: artifacts/data_ingestion/dataset
      hash: md5
      md5: 86434e33cd2b0a60b09c0624d29f1fda.dir
      size: 579423180
      nfiles: 8
    - path: config/config.yaml
      hash: md5
      md5: bc8e095ab04797e455847fc34f3db546
      size: 908
    - path: src/cnnClassifier/components/data_preparation.py
      hash: md5
      md5: 39d7a55e908ab9b099f55c21a3019014
      size: 2175
    - path: src/cnnClassifier/pipeline/stage_02_data_preparation.py
      hash: md5
      md5: d04a9dd31ed636a27a79235a0dff46a6
      size: 953
    outs:
    - path: artifacts/data_preparation
      hash: md5
      md5: 412fbf5339e9b82998c7617d19fce476.dir
      size: 580361278
      nfiles: 97699
  multi_task_model_training:
    cmd: python src/cnnClassifier/pipeline/stage_03_multi_task_model_training.py
    deps:
    - path: artifacts/data_preparation
      hash: md5
      md5: 412fbf5339e9b82998c7617d19fce476.dir
      size: 580361278
      nfiles: 97699
    - path: config/config.yaml
      hash: md5
      md5: bc8e095ab04797e455847fc34f3db546
      size: 908
    - path: params.yaml
      hash: md5
      md5: ce8c137aa11f22d0901fb41485e9bfde
      size: 239
    - path: src/cnnClassifier/components/multi_task_model_trainer.py
      hash: md5
      md5: 5429e22ede43731b1806a9218c41c6d7
      size: 7510
    - path: src/cnnClassifier/pipeline/stage_03_multi_task_model_training.py
      hash: md5
      md5: 317cd31673bc55d1d73dea54cb75a8e0
      size: 974
    outs:
    - path: artifacts/multi_task_model_trainer
      hash: md5
      md5: b641e844039bc54d5c29145dfb0bab77.dir
      size: 1898189766
      nfiles: 123