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  1. schema: '2.0'
  2. stages:
  3. data_ingestion:
  4. cmd: python src/MalariaClassifier/pipeline/stage_01_data_ingestion.py
  5. deps:
  6. - path: config/config.yaml
  7. hash: md5
  8. md5: 4a4f508ec433b343f30e4584309c1585
  9. size: 450
  10. - path: src/MalariaClassifier/pipeline/stage_01_data_ingestion.py
  11. hash: md5
  12. md5: 6bc2d6d755850cd662e76fdd2e65fa85
  13. size: 928
  14. outs:
  15. - path: artifacts/data_ingestion/dataset
  16. hash: md5
  17. md5: 033718d30fdd3ebaf9425fc6a15fde14.dir
  18. size: 350952589
  19. nfiles: 27560
  20. training:
  21. cmd: python src/MalariaClassifier/pipeline/stage_02_training.py
  22. deps:
  23. - path: artifacts/data_ingestion/dataset
  24. hash: md5
  25. md5: 033718d30fdd3ebaf9425fc6a15fde14.dir
  26. size: 350952589
  27. nfiles: 27560
  28. - path: config/config.yaml
  29. hash: md5
  30. md5: 4a4f508ec433b343f30e4584309c1585
  31. size: 450
  32. - path: params.yaml
  33. hash: md5
  34. md5: acb41bf09d1b1adaa96954042c671c8d
  35. size: 97
  36. - path: src/MalariaClassifier/pipeline/stage_02_training.py
  37. hash: md5
  38. md5: 5b5c2f062774b4a85f126e755d570879
  39. size: 801
  40. outs:
  41. - path: artifacts/training/xception_model.h5
  42. hash: md5
  43. md5: 91fd2bde4bd826f502b9fe8d98c22ccd
  44. size: 85300496
  45. evalution:
  46. cmd: python src/MalariaClassifier/pipeline/stage_03_evalution.py
  47. deps:
  48. - path: artifacts/data_ingestion/dataset
  49. hash: md5
  50. md5: 033718d30fdd3ebaf9425fc6a15fde14.dir
  51. size: 350952589
  52. nfiles: 27560
  53. - path: artifacts/training/xception_model.h5
  54. hash: md5
  55. md5: 91fd2bde4bd826f502b9fe8d98c22ccd
  56. size: 85300496
  57. - path: config/config.yaml
  58. hash: md5
  59. md5: 4a4f508ec433b343f30e4584309c1585
  60. size: 450
  61. - path: params.yaml
  62. hash: md5
  63. md5: acb41bf09d1b1adaa96954042c671c8d
  64. size: 97
  65. - path: src/MalariaClassifier/pipeline/stage_03_evalution.py
  66. hash: md5
  67. md5: e207fd3ba3765807f15336d836ea5861
  68. size: 878
  69. outs:
  70. - path: scores.json
  71. hash: md5
  72. md5: ebebe23ac6d88d15e1ade15bac4a8a7d
  73. size: 71
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