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hamehrabi
/
Project-DVC-CNN-CatVsDog
connected to https://github.com/hamehrabi/Project-DVC-CNN-CatVsDog.git

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  1. schema: '2.0'
    2. 

  2. stages:
    3. 

  3.   get_data:
    4. 

  4.     cmd: python src/stage_01_get_data.py --config=configs/config.yaml
    5. 

  5.     deps:
    6. 

  6.     - path: configs/config.yaml
    7. 

  7.       md5: bb5adab15f5e84f19e3fb0f932d094c2
    8. 

  8.       size: 754
    9. 

  9.     - path: src/stage_01_get_data.py
    10. 

  10.       md5: c7fb11752549f7930141cc18a7f1a6d0
    11. 

  11.       size: 1522
    12. 

  12.     - path: src/utils/common.py
    13. 

  13.       md5: 154a0d93a4a3eb93f2b4b9c11f646442
    14. 

  14.       size: 2013
    15. 

  15.     outs:
    16. 

  16.     - path: data/cat
    17. 

  17.       md5: 1882b1fa61173939142a036908caa792.dir
    18. 

  18.       size: 392599384
    19. 

  19.       nfiles: 12501
    20. 

  20.     - path: data/dog
    21. 

  21.       md5: 64c1626f4590451549649ec8e54586a3.dir
    22. 

  22.       size: 473591356
    23. 

  23.       nfiles: 12501
    24. 

  24.   prepare_base_model:
    25. 

  25.     cmd: python src/stage_02_prepare_base_model.py --config=configs/config.yaml --params=params.yaml
    26. 

  26.     deps:
    27. 

  27.     - path: configs/config.yaml
    28. 

  28.       md5: bb5adab15f5e84f19e3fb0f932d094c2
    29. 

  29.       size: 754
    30. 

  30.     - path: src/stage_02_prepare_base_model.py
    31. 

  31.       md5: d9ba00d8e6f04e35b8a3d208d782818f
    32. 

  32.       size: 2338
    33. 

  33.     - path: src/utils/common.py
    34. 

  34.       md5: 154a0d93a4a3eb93f2b4b9c11f646442
    35. 

  35.       size: 2013
    36. 

  36.     - path: src/utils/model.py
    37. 

  37.       md5: b301906921a922574a773d140328106d
    38. 

  38.       size: 3425
    39. 

  39.     params:
    40. 

  40.       params.yaml:
    41. 

  41.         IMAGE_SIZE:
    42. 

  42.         - 224
    43. 

  43.         - 224
    44. 

  44.         - 3
    45. 

  45.         LEARNING_RATE: 0.001
    46. 

  46.     outs:
    47. 

  47.     - path: artifacts/base_model/base_model.h5
    48. 

  48.       md5: 28e7400d1ac912df2b52e7f50b37656d
    49. 

  49.       size: 58920408
    50. 

  50.     - path: artifacts/base_model/updated_base_model.h5
    51. 

  51.       md5: 11e06441d9201419c1c9a367c0dbbf64
    52. 

  52.       size: 59134104
    53. 

  53.   prepare_callback:
    54. 

  54.     cmd: python src/stage_03_prepare_callback.py --config=configs/config.yaml
    55. 

  55.     deps:
    56. 

  56.     - path: configs/config.yaml
    57. 

  57.       md5: bb5adab15f5e84f19e3fb0f932d094c2
    58. 

  58.       size: 754
    59. 

  59.     - path: params.yaml
    60. 

  60.       md5: 4ec70b417c75d1e066e48294ea85e613
    61. 

  61.       size: 209
    62. 

  62.     - path: src/stage_03_prepare_callback.py
    63. 

  63.       md5: 978bdbeaf89646e19616d7b0dfaa1b28
    64. 

  64.       size: 1804
    65. 

  65.     - path: src/utils/callbacks.py
    66. 

  66.       md5: fff78e26ff5443e4188156b46bf140da
    67. 

  67.       size: 2167
    68. 

  68.     - path: src/utils/common.py
    69. 

  69.       md5: 154a0d93a4a3eb93f2b4b9c11f646442
    70. 

  70.       size: 2013
    71. 

  71.     outs:
    72. 

  72.     - path: artifacts/callbacks/checkpoint_cb.cb
    73. 

  73.       md5: d84f295f3402d4577005ca198f601456
    74. 

  74.       size: 723
    75. 

  75.     - path: artifacts/callbacks/tensorboard_cb.cb
    76. 

  76.       md5: fc4c712f1a5d95e43bb889987b114f88
    77. 

  77.       size: 572
    78.
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