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RIZWAN904
/
Kidney_Disease_Deeplearning_End_to_End_project-DVC_piplines
connected to https://github.com/RIZWAN904/Kidney_Disease_Deeplearning_End_to_End_project-DVC_piplines.git

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  1. [2024-03-26 11:10:55,777: INFO: main: welcome rizwan]
    2. 

  2. [2024-03-26 15:24:59,630: INFO: main: welcome rizwan]
    3. 

  3. [2024-03-26 16:02:42,504: INFO: common: yaml file: config\config.yaml loaded successfully]
    4. 

  4. [2024-03-26 16:02:42,509: INFO: common: yaml file: params.yaml loaded successfully]
    5. 

  5. [2024-03-26 16:04:21,222: INFO: common: yaml file: config\config.yaml loaded successfully]
    6. 

  6. [2024-03-26 16:04:21,227: INFO: common: yaml file: params.yaml loaded successfully]
    7. 

  7. [2024-03-26 16:04:21,229: INFO: common: created directory at: artifacts]
    8. 

  8. [2024-03-26 16:04:21,238: INFO: common: created directory at: artifacts/data_ingestion]
    9. 

  9. [2024-03-26 16:04:21,242: INFO: 986331348: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    10. 

  10. [2024-03-26 16:04:56,364: INFO: 986331348: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    11. 

  11. [2024-03-26 16:12:54,781: WARNING: module_wrapper: From c:\Users\T495\.conda\envs\kidney\Lib\site-packages\keras\src\losses.py:2976: The name tf.losses.sparse_softmax_cross_entropy is deprecated. Please use tf.compat.v1.losses.sparse_softmax_cross_entropy instead.
    12. 

  12. ]
    13. 

  13. [2024-03-26 16:13:24,981: INFO: common: yaml file: config\config.yaml loaded successfully]
    14. 

  14. [2024-03-26 16:13:24,983: INFO: common: yaml file: params.yaml loaded successfully]
    15. 

  15. [2024-03-26 16:13:24,991: INFO: common: created directory at: artifacts]
    16. 

  16. [2024-03-26 16:21:47,803: INFO: main: welcome rizwan]
    17. 

  17. [2024-03-26 16:25:27,170: INFO: common: yaml file: config\config.yaml loaded successfully]
    18. 

  18. [2024-03-26 16:25:27,177: INFO: common: yaml file: params.yaml loaded successfully]
    19. 

  19. [2024-03-26 16:25:27,179: INFO: common: created directory at: artifacts]
    20. 

  20. [2024-03-26 16:32:49,204: WARNING: module_wrapper: From c:\Users\T495\.conda\envs\kidney\Lib\site-packages\keras\src\losses.py:2976: The name tf.losses.sparse_softmax_cross_entropy is deprecated. Please use tf.compat.v1.losses.sparse_softmax_cross_entropy instead.
    21. 

  21. ]
    22. 

  22. [2024-03-26 16:36:00,859: INFO: common: yaml file: config\config.yaml loaded successfully]
    23. 

  23. [2024-03-26 16:36:00,867: INFO: common: yaml file: params.yaml loaded successfully]
    24. 

  24. [2024-03-26 16:36:00,874: INFO: common: created directory at: artifacts]
    25. 

  25. [2024-03-26 16:36:43,228: INFO: common: yaml file: config\config.yaml loaded successfully]
    26. 

  26. [2024-03-26 16:36:43,228: INFO: common: yaml file: params.yaml loaded successfully]
    27. 

  27. [2024-03-26 16:36:43,242: INFO: common: created directory at: artifacts]
    28. 

  28. [2024-03-26 16:48:44,976: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    29. 

  29. [2024-03-26 16:48:44,976: INFO: common: yaml file: config\config.yaml loaded successfully]
    30. 

  30. [2024-03-26 16:48:44,976: INFO: common: yaml file: params.yaml loaded successfully]
    31. 

  31. [2024-03-26 16:48:44,976: INFO: common: created directory at: artifacts]
    32. 

  32. [2024-03-26 16:48:44,976: INFO: common: created directory at: artifacts/prepare_base_model]
    33. 

  33. [2024-03-26 16:48:44,991: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    34. 

  34. [2024-03-26 16:49:51,225: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    35. 

  35. [2024-03-26 16:49:52,916: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    36. 

  36. 

  37. x==========x]
    38. 

  38. [2024-03-26 17:04:51,155: WARNING: module_wrapper: From c:\Users\T495\.conda\envs\kidney\Lib\site-packages\keras\src\losses.py:2976: The name tf.losses.sparse_softmax_cross_entropy is deprecated. Please use tf.compat.v1.losses.sparse_softmax_cross_entropy instead.
    39. 

  39. ]
    40. 

  40. [2024-03-26 17:14:23,684: INFO: common: yaml file: config\config.yaml loaded successfully]
    41. 

  41. [2024-03-26 17:14:23,692: INFO: common: yaml file: params.yaml loaded successfully]
    42. 

  42. [2024-03-26 17:14:23,696: INFO: common: created directory at: artifacts]
    43. 

  43. [2024-03-26 17:30:11,666: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    44. 

  44. [2024-03-26 17:30:11,678: INFO: common: yaml file: config\config.yaml loaded successfully]
    45. 

  45. [2024-03-26 17:30:11,678: INFO: common: yaml file: params.yaml loaded successfully]
    46. 

  46. [2024-03-26 17:30:11,678: INFO: common: created directory at: artifacts]
    47. 

  47. [2024-03-26 17:30:11,678: INFO: common: created directory at: artifacts/data_ingestion]
    48. 

  48. [2024-03-26 17:30:11,678: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    49. 

  49. [2024-03-26 17:32:54,957: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    50. 

  50. [2024-03-26 17:32:55,927: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    51. 

  51. 

  52. x==========x]
    53. 

  53. [2024-03-26 18:16:25,971: WARNING: module_wrapper: From c:\Users\T495\.conda\envs\kidney\Lib\site-packages\keras\src\losses.py:2976: The name tf.losses.sparse_softmax_cross_entropy is deprecated. Please use tf.compat.v1.losses.sparse_softmax_cross_entropy instead.
    54. 

  54. ]
    55. 

  55. [2024-03-26 18:19:24,653: INFO: common: yaml file: config\config.yaml loaded successfully]
    56. 

  56. [2024-03-26 18:19:24,653: INFO: common: yaml file: params.yaml loaded successfully]
    57. 

  57. [2024-03-26 18:19:24,653: INFO: common: created directory at: artifacts]
    58. 

  58. [2024-03-26 18:19:24,668: INFO: common: created directory at: artifacts/prepare_base_model]
    59. 

  59. [2024-03-26 18:19:25,267: WARNING: module_wrapper: From c:\Users\T495\.conda\envs\kidney\Lib\site-packages\keras\src\backend.py:1398: The name tf.executing_eagerly_outside_functions is deprecated. Please use tf.compat.v1.executing_eagerly_outside_functions instead.
    60. 

  60. ]
    61. 

  61. [2024-03-26 18:19:25,607: WARNING: module_wrapper: From c:\Users\T495\.conda\envs\kidney\Lib\site-packages\keras\src\layers\pooling\max_pooling2d.py:161: The name tf.nn.max_pool is deprecated. Please use tf.nn.max_pool2d instead.
    62. 

  62. ]
    63. 

  63. [2024-03-26 18:20:08,874: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    64. 

  64. [2024-03-26 18:25:51,517: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    65. 

  65. [2024-03-26 18:25:51,517: INFO: common: yaml file: config\config.yaml loaded successfully]
    66. 

  66. [2024-03-26 18:25:51,517: INFO: common: yaml file: params.yaml loaded successfully]
    67. 

  67. [2024-03-26 18:25:51,517: INFO: common: created directory at: artifacts]
    68. 

  68. [2024-03-26 18:25:51,533: INFO: common: created directory at: artifacts/data_ingestion]
    69. 

  69. [2024-03-26 18:25:51,533: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    70. 

  70. [2024-03-26 18:26:25,499: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    71. 

  71. [2024-03-26 18:26:27,048: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    72. 

  72. 

  73. x==========x]
    74. 

  74. [2024-03-26 21:13:45,527: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    75. 

  75. [2024-03-26 21:13:45,527: INFO: common: yaml file: config\config.yaml loaded successfully]
    76. 

  76. [2024-03-26 21:13:45,527: INFO: common: yaml file: params.yaml loaded successfully]
    77. 

  77. [2024-03-26 21:13:45,527: INFO: common: created directory at: artifacts]
    78. 

  78. [2024-03-26 21:13:45,527: INFO: common: created directory at: artifacts/data_ingestion]
    79. 

  79. [2024-03-26 21:13:45,527: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    80. 

  80. [2024-03-26 21:14:20,679: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    81. 

  81. [2024-03-26 21:14:21,780: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    82. 

  82. 

  83. x==========x]
    84. 

  84. [2024-03-26 21:14:21,780: INFO: main: *******************]
    85. 

  85. [2024-03-26 21:14:21,780: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
    86. 

  86. [2024-03-26 21:14:21,780: INFO: common: yaml file: config\config.yaml loaded successfully]
    87. 

  87. [2024-03-26 21:14:21,780: INFO: common: yaml file: params.yaml loaded successfully]
    88. 

  88. [2024-03-26 21:14:21,780: INFO: common: created directory at: artifacts]
    89. 

  89. [2024-03-26 21:14:21,780: INFO: common: created directory at: artifacts/prepare_base_model]
    90. 

  90. [2024-03-26 21:14:22,466: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    91. 

  91. [2024-03-26 21:14:22,772: INFO: main: >>>>>> stage Prepare base model completed <<<<<<
    92. 

  92. 

  93. x==========x]
    94. 

  94. [2024-03-27 22:33:13,209: INFO: common: yaml file: config\config.yaml loaded successfully]
    95. 

  95. [2024-03-27 22:33:13,218: INFO: common: yaml file: params.yaml loaded successfully]
    96. 

  96. [2024-03-27 22:33:13,218: INFO: common: created directory at: artifacts]
    97. 

  97. [2024-03-27 22:33:13,223: INFO: common: created directory at: artifacts\training]
    98. 

  98. [2024-03-27 22:37:09,079: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    99. 

  99. [2024-03-27 22:37:09,079: INFO: common: yaml file: config\config.yaml loaded successfully]
    100. 

  100. [2024-03-27 22:37:09,079: INFO: common: yaml file: params.yaml loaded successfully]
    101. 

  101. [2024-03-27 22:37:09,079: INFO: common: created directory at: artifacts]
    102. 

  102. [2024-03-27 22:37:09,079: INFO: common: created directory at: artifacts/data_ingestion]
    103. 

  103. [2024-03-27 22:37:09,079: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    104. 

  104. [2024-03-27 22:37:37,765: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    105. 

  105. [2024-03-27 22:37:38,711: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    106. 

  106. 

  107. x==========x]
    108. 

  108. [2024-03-27 22:37:38,711: INFO: main: *******************]
    109. 

  109. [2024-03-27 22:37:38,711: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
    110. 

  110. [2024-03-27 22:37:38,718: INFO: common: yaml file: config\config.yaml loaded successfully]
    111. 

  111. [2024-03-27 22:37:38,721: INFO: common: yaml file: params.yaml loaded successfully]
    112. 

  112. [2024-03-27 22:37:38,721: INFO: common: created directory at: artifacts]
    113. 

  113. [2024-03-27 22:37:38,721: INFO: common: created directory at: artifacts/prepare_base_model]
    114. 

  114. [2024-03-27 22:37:39,494: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    115. 

  115. [2024-03-27 22:37:39,847: INFO: main: >>>>>> stage Prepare base model completed <<<<<<
    116. 

  116. 

  117. x==========x]
    118. 

  118. [2024-03-27 22:38:13,898: INFO: common: yaml file: config\config.yaml loaded successfully]
    119. 

  119. [2024-03-27 22:38:13,906: INFO: common: yaml file: params.yaml loaded successfully]
    120. 

  120. [2024-03-27 22:38:13,906: INFO: common: created directory at: artifacts]
    121. 

  121. [2024-03-27 22:38:13,906: INFO: common: created directory at: artifacts\training]
    122. 

  122. [2024-03-27 22:48:44,398: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    123. 

  123. [2024-03-27 22:48:44,414: INFO: common: yaml file: config\config.yaml loaded successfully]
    124. 

  124. [2024-03-27 22:48:44,414: INFO: common: yaml file: params.yaml loaded successfully]
    125. 

  125. [2024-03-27 22:48:44,414: INFO: common: created directory at: artifacts]
    126. 

  126. [2024-03-27 22:48:44,414: INFO: common: created directory at: artifacts/data_ingestion]
    127. 

  127. [2024-03-27 22:48:44,414: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    128. 

  128. [2024-03-27 22:49:50,026: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    129. 

  129. [2024-03-27 22:49:50,900: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    130. 

  130. 

  131. x==========x]
    132. 

  132. [2024-03-27 22:49:50,900: INFO: main: *******************]
    133. 

  133. [2024-03-27 22:49:50,900: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
    134. 

  134. [2024-03-27 22:49:50,900: INFO: common: yaml file: config\config.yaml loaded successfully]
    135. 

  135. [2024-03-27 22:49:50,915: INFO: common: yaml file: params.yaml loaded successfully]
    136. 

  136. [2024-03-27 22:49:50,915: INFO: common: created directory at: artifacts]
    137. 

  137. [2024-03-27 22:49:50,915: INFO: common: created directory at: artifacts/prepare_base_model]
    138. 

  138. [2024-03-27 22:49:51,556: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    139. 

  139. [2024-03-27 22:49:51,902: INFO: main: >>>>>> stage Prepare base model completed <<<<<<
    140. 

  140. 

  141. x==========x]
    142. 

  142. [2024-03-27 22:49:51,902: INFO: main: *******************]
    143. 

  143. [2024-03-27 22:49:51,902: INFO: main: >>>>>> stage Training started <<<<<<]
    144. 

  144. [2024-03-27 22:49:51,902: ERROR: main: name 'ModelTrainingPipeline' is not defined]
    145. 

  145. Traceback (most recent call last):
    146. 

  146.   File "C:\Users\T495\Kidney_Disease_Deeplearning_End_to_End_project-DVC_piplines\main.py", line 39, in <module>
    147. 

  147.     model_trainer = ModelTrainingPipeline()
    148. 

  148.                     ^^^^^^^^^^^^^^^^^^^^^
    149. 

  149. NameError: name 'ModelTrainingPipeline' is not defined
    150. 

  150. [2024-03-27 22:52:40,748: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    151. 

  151. [2024-03-27 22:52:40,748: INFO: common: yaml file: config\config.yaml loaded successfully]
    152. 

  152. [2024-03-27 22:52:40,748: INFO: common: yaml file: params.yaml loaded successfully]
    153. 

  153. [2024-03-27 22:52:40,748: INFO: common: created directory at: artifacts]
    154. 

  154. [2024-03-27 22:52:40,748: INFO: common: created directory at: artifacts/data_ingestion]
    155. 

  155. [2024-03-27 22:52:40,748: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    156. 

  156. [2024-03-27 22:53:42,168: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    157. 

  157. [2024-03-27 22:53:43,150: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    158. 

  158. 

  159. x==========x]
    160. 

  160. [2024-03-27 22:53:43,150: INFO: main: *******************]
    161. 

  161. [2024-03-27 22:53:43,150: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
    162. 

  162. [2024-03-27 22:53:43,158: INFO: common: yaml file: config\config.yaml loaded successfully]
    163. 

  163. [2024-03-27 22:53:43,158: INFO: common: yaml file: params.yaml loaded successfully]
    164. 

  164. [2024-03-27 22:53:43,158: INFO: common: created directory at: artifacts]
    165. 

  165. [2024-03-27 22:53:43,158: INFO: common: created directory at: artifacts/prepare_base_model]
    166. 

  166. [2024-03-27 22:53:43,854: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    167. 

  167. [2024-03-27 22:53:44,184: INFO: main: >>>>>> stage Prepare base model completed <<<<<<
    168. 

  168. 

  169. x==========x]
    170. 

  170. [2024-03-27 22:53:44,184: INFO: main: *******************]
    171. 

  171. [2024-03-27 22:53:44,184: INFO: main: >>>>>> stage Training started <<<<<<]
    172. 

  172. [2024-03-27 22:53:44,184: INFO: common: yaml file: config\config.yaml loaded successfully]
    173. 

  173. [2024-03-27 22:53:44,184: INFO: common: yaml file: params.yaml loaded successfully]
    174. 

  174. [2024-03-27 22:53:44,184: INFO: common: created directory at: artifacts]
    175. 

  175. [2024-03-27 22:53:44,184: INFO: common: created directory at: artifacts\training]
    176. 

  176. [2024-03-27 22:55:55,222: INFO: main: >>>>>> stage Training completed <<<<<<
    177. 

  177. 

  178. x==========x]
    179. 

  179. [2024-03-27 23:26:47,192: INFO: common: yaml file: config\config.yaml loaded successfully]
    180. 

  180. [2024-03-27 23:26:47,192: INFO: common: yaml file: params.yaml loaded successfully]
    181. 

  181. [2024-03-27 23:26:47,201: INFO: common: created directory at: artifacts]
    182. 

  182. [2024-03-27 23:27:24,694: INFO: common: json file saved at: scores.json]
    183. 

  183. [2024-03-27 23:37:52,145: INFO: common: yaml file: config\config.yaml loaded successfully]
    184. 

  184. [2024-03-27 23:37:52,152: INFO: common: yaml file: params.yaml loaded successfully]
    185. 

  185. [2024-03-27 23:37:52,154: INFO: common: created directory at: artifacts]
    186. 

  186. [2024-03-27 23:38:30,128: INFO: common: json file saved at: scores.json]
    187. 

  187. [2024-03-27 23:38:35,116: WARNING: save: Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 14). These functions will not be directly callable after loading.]
    188. 

  188. [2024-03-27 23:38:35,966: INFO: builder_impl: Assets written to: C:\Users\T495\AppData\Local\Temp\tmp8_3n9nh2\model\data\model\assets]
    189. 

  189. [2024-03-28 06:57:27,037: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    190. 

  190. [2024-03-28 06:57:27,037: INFO: common: yaml file: config\config.yaml loaded successfully]
    191. 

  191. [2024-03-28 06:57:27,045: INFO: common: yaml file: params.yaml loaded successfully]
    192. 

  192. [2024-03-28 06:57:27,045: INFO: common: created directory at: artifacts]
    193. 

  193. [2024-03-28 06:57:27,045: INFO: common: created directory at: artifacts/data_ingestion]
    194. 

  194. [2024-03-28 06:57:27,045: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    195. 

  195. [2024-03-28 06:57:58,527: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    196. 

  196. [2024-03-28 06:58:00,216: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    197. 

  197. 

  198. x==========x]
    199. 

  199. [2024-03-28 06:58:00,216: INFO: main: *******************]
    200. 

  200. [2024-03-28 06:58:00,224: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
    201. 

  201. [2024-03-28 06:58:00,232: INFO: common: yaml file: config\config.yaml loaded successfully]
    202. 

  202. [2024-03-28 06:58:00,240: INFO: common: yaml file: params.yaml loaded successfully]
    203. 

  203. [2024-03-28 06:58:00,240: INFO: common: created directory at: artifacts]
    204. 

  204. [2024-03-28 06:58:00,240: INFO: common: created directory at: artifacts/prepare_base_model]
    205. 

  205. [2024-03-28 06:58:01,640: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    206. 

  206. [2024-03-28 06:58:02,217: INFO: main: >>>>>> stage Prepare base model completed <<<<<<
    207. 

  207. 

  208. x==========x]
    209. 

  209. [2024-03-28 06:58:02,225: INFO: main: *******************]
    210. 

  210. [2024-03-28 06:58:02,225: INFO: main: >>>>>> stage Training started <<<<<<]
    211. 

  211. [2024-03-28 06:58:02,233: INFO: common: yaml file: config\config.yaml loaded successfully]
    212. 

  212. [2024-03-28 06:58:02,241: INFO: common: yaml file: params.yaml loaded successfully]
    213. 

  213. [2024-03-28 06:58:02,241: INFO: common: created directory at: artifacts]
    214. 

  214. [2024-03-28 06:58:02,249: INFO: common: created directory at: artifacts\training]
    215. 

  215. [2024-03-28 07:11:25,123: INFO: main: >>>>>> stage Training completed <<<<<<
    216. 

  216. 

  217. x==========x]
    218. 

  218. [2024-03-29 07:21:46,225: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    219. 

  219. [2024-03-29 07:21:46,241: INFO: common: yaml file: config\config.yaml loaded successfully]
    220. 

  220. [2024-03-29 07:21:46,241: INFO: common: yaml file: params.yaml loaded successfully]
    221. 

  221. [2024-03-29 07:21:46,241: INFO: common: created directory at: artifacts]
    222. 

  222. [2024-03-29 07:21:46,241: INFO: common: created directory at: artifacts/data_ingestion]
    223. 

  223. [2024-03-29 07:21:46,241: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    224. 

  224. [2024-03-29 07:22:19,032: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    225. 

  225. [2024-03-29 07:22:20,096: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    226. 

  226. 

  227. x==========x]
    228. 

  228. [2024-03-29 07:22:20,096: INFO: main: *******************]
    229. 

  229. [2024-03-29 07:22:20,096: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
    230. 

  230. [2024-03-29 07:22:20,096: INFO: common: yaml file: config\config.yaml loaded successfully]
    231. 

  231. [2024-03-29 07:22:20,096: INFO: common: yaml file: params.yaml loaded successfully]
    232. 

  232. [2024-03-29 07:22:20,096: INFO: common: created directory at: artifacts]
    233. 

  233. [2024-03-29 07:22:20,096: INFO: common: created directory at: artifacts/prepare_base_model]
    234. 

  234. [2024-03-29 07:22:20,920: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    235. 

  235. [2024-03-29 07:22:21,252: INFO: main: >>>>>> stage Prepare base model completed <<<<<<
    236. 

  236. 

  237. x==========x]
    238. 

  238. [2024-03-29 07:22:21,252: INFO: main: *******************]
    239. 

  239. [2024-03-29 07:22:21,252: INFO: main: >>>>>> stage Training started <<<<<<]
    240. 

  240. [2024-03-29 07:22:21,252: INFO: common: yaml file: config\config.yaml loaded successfully]
    241. 

  241. [2024-03-29 07:22:21,252: INFO: common: yaml file: params.yaml loaded successfully]
    242. 

  242. [2024-03-29 07:22:21,252: INFO: common: created directory at: artifacts]
    243. 

  243. [2024-03-29 07:22:21,252: INFO: common: created directory at: artifacts\training]
    244. 

  244. [2024-03-29 07:28:18,209: INFO: main: >>>>>> stage Training completed <<<<<<
    245. 

  245. 

  246. x==========x]
    247. 

  247. [2024-03-29 07:51:06,215: INFO: common: yaml file: config\config.yaml loaded successfully]
    248. 

  248. [2024-03-29 07:51:06,218: INFO: common: yaml file: params.yaml loaded successfully]
    249. 

  249. [2024-03-29 07:51:06,224: INFO: common: created directory at: artifacts]
    250. 

  250. [2024-03-29 07:51:43,010: INFO: common: json file saved at: scores.json]
    251. 

  251. [2024-03-29 07:51:47,392: WARNING: save: Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 14). These functions will not be directly callable after loading.]
    252. 

  252. [2024-03-29 07:51:48,463: INFO: builder_impl: Assets written to: C:\Users\T495\AppData\Local\Temp\tmp1tof3xwf\model\data\model\assets]
    253. 

  253. [2024-03-29 07:56:36,659: INFO: common: yaml file: config\config.yaml loaded successfully]
    254. 

  254. [2024-03-29 07:56:36,663: INFO: common: yaml file: params.yaml loaded successfully]
    255. 

  255. [2024-03-29 07:56:36,666: INFO: common: created directory at: artifacts]
    256. 

  256. [2024-03-29 07:57:13,618: INFO: common: json file saved at: scores.json]
    257. 

  257. [2024-03-29 07:57:17,454: WARNING: save: Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 14). These functions will not be directly callable after loading.]
    258. 

  258. [2024-03-29 07:57:18,509: INFO: builder_impl: Assets written to: C:\Users\T495\AppData\Local\Temp\tmpzfa8zpth\model\data\model\assets]
    259. 

  259. [2024-03-29 08:28:29,604: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    260. 

  260. [2024-03-29 08:28:29,604: INFO: common: yaml file: config\config.yaml loaded successfully]
    261. 

  261. [2024-03-29 08:28:29,604: INFO: common: yaml file: params.yaml loaded successfully]
    262. 

  262. [2024-03-29 08:28:29,604: INFO: common: created directory at: artifacts]
    263. 

  263. [2024-03-29 08:28:29,604: INFO: common: created directory at: artifacts/data_ingestion]
    264. 

  264. [2024-03-29 08:28:29,604: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    265. 

  265. [2024-03-29 08:29:27,783: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    266. 

  266. [2024-03-29 08:29:28,774: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    267. 

  267. 

  268. x==========x]
    269. 

  269. [2024-03-29 08:29:28,774: INFO: main: *******************]
    270. 

  270. [2024-03-29 08:29:28,774: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
    271. 

  271. [2024-03-29 08:29:28,774: INFO: common: yaml file: config\config.yaml loaded successfully]
    272. 

  272. [2024-03-29 08:29:28,774: INFO: common: yaml file: params.yaml loaded successfully]
    273. 

  273. [2024-03-29 08:29:28,774: INFO: common: created directory at: artifacts]
    274. 

  274. [2024-03-29 08:29:28,789: INFO: common: created directory at: artifacts/prepare_base_model]
    275. 

  275. [2024-03-29 08:29:29,601: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    276. 

  276. [2024-03-29 08:29:29,962: INFO: main: >>>>>> stage Prepare base model completed <<<<<<
    277. 

  277. 

  278. x==========x]
    279. 

  279. [2024-03-29 08:29:29,962: INFO: main: *******************]
    280. 

  280. [2024-03-29 08:29:29,962: INFO: main: >>>>>> stage Training started <<<<<<]
    281. 

  281. [2024-03-29 08:29:29,962: INFO: common: yaml file: config\config.yaml loaded successfully]
    282. 

  282. [2024-03-29 08:29:29,968: INFO: common: yaml file: params.yaml loaded successfully]
    283. 

  283. [2024-03-29 08:29:29,968: INFO: common: created directory at: artifacts]
    284. 

  284. [2024-03-29 08:29:29,968: INFO: common: created directory at: artifacts\training]
    285. 

  285. [2024-03-29 08:39:26,603: INFO: main: >>>>>> stage Training completed <<<<<<
    286. 

  286. 

  287. x==========x]
    288. 

  288. [2024-03-29 08:39:26,603: INFO: main: *******************]
    289. 

  289. [2024-03-29 08:39:26,603: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
    290. 

  290. [2024-03-29 08:39:26,618: INFO: common: yaml file: config\config.yaml loaded successfully]
    291. 

  291. [2024-03-29 08:39:26,618: INFO: common: yaml file: params.yaml loaded successfully]
    292. 

  292. [2024-03-29 08:39:26,618: INFO: common: created directory at: artifacts]
    293. 

  293. [2024-03-29 08:40:06,998: INFO: common: json file saved at: scores.json]
    294. 

  294. [2024-03-29 08:40:06,998: INFO: common: json file saved at: scores.json]
    295. 

  295. [2024-03-29 08:40:06,998: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<
    296. 

  296. 

  297. x==========x]
    298. 

  298. [2024-03-29 08:50:01,645: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    299. 

  299. [2024-03-29 08:50:01,645: INFO: common: yaml file: config\config.yaml loaded successfully]
    300. 

  300. [2024-03-29 08:50:01,645: INFO: common: yaml file: params.yaml loaded successfully]
    301. 

  301. [2024-03-29 08:50:01,645: INFO: common: created directory at: artifacts]
    302. 

  302. [2024-03-29 08:50:01,645: INFO: common: created directory at: artifacts/data_ingestion]
    303. 

  303. [2024-03-29 08:50:01,645: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    304. 

  304. [2024-03-29 08:50:40,702: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    305. 

  305. [2024-03-29 08:50:41,576: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    306. 

  306. 

  307. x==========x]
    308. 

  308. [2024-03-29 08:50:41,576: INFO: main: *******************]
    309. 

  309. [2024-03-29 08:50:41,576: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
    310. 

  310. [2024-03-29 08:50:41,593: INFO: common: yaml file: config\config.yaml loaded successfully]
    311. 

  311. [2024-03-29 08:50:41,595: INFO: common: yaml file: params.yaml loaded successfully]
    312. 

  312. [2024-03-29 08:50:41,596: INFO: common: created directory at: artifacts]
    313. 

  313. [2024-03-29 08:50:41,596: INFO: common: created directory at: artifacts/prepare_base_model]
    314. 

  314. [2024-03-29 08:50:42,223: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    315. 

  315. [2024-03-29 08:50:42,568: INFO: main: >>>>>> stage Prepare base model completed <<<<<<
    316. 

  316. 

  317. x==========x]
    318. 

  318. [2024-03-29 08:50:42,568: INFO: main: *******************]
    319. 

  319. [2024-03-29 08:50:42,568: INFO: main: >>>>>> stage Training started <<<<<<]
    320. 

  320. [2024-03-29 08:50:42,568: INFO: common: yaml file: config\config.yaml loaded successfully]
    321. 

  321. [2024-03-29 08:50:42,584: INFO: common: yaml file: params.yaml loaded successfully]
    322. 

  322. [2024-03-29 08:50:42,584: INFO: common: created directory at: artifacts]
    323. 

  323. [2024-03-29 08:50:42,584: INFO: common: created directory at: artifacts\training]
    324. 

  324. [2024-03-29 08:52:38,802: INFO: main: >>>>>> stage Training completed <<<<<<
    325. 

  325. 

  326. x==========x]
    327. 

  327. [2024-03-29 08:52:38,802: INFO: main: *******************]
    328. 

  328. [2024-03-29 08:52:38,802: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
    329. 

  329. [2024-03-29 08:52:38,802: INFO: common: yaml file: config\config.yaml loaded successfully]
    330. 

  330. [2024-03-29 08:52:38,802: INFO: common: yaml file: params.yaml loaded successfully]
    331. 

  331. [2024-03-29 08:52:38,802: INFO: common: created directory at: artifacts]
    332. 

  332. [2024-03-29 08:53:17,916: INFO: common: json file saved at: scores.json]
    333. 

  333. [2024-03-29 08:53:17,916: INFO: common: json file saved at: scores.json]
    334. 

  334. [2024-03-29 08:53:17,916: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<
    335. 

  335. 

  336. x==========x]
    337. 

  337. [2024-03-29 09:00:23,901: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    338. 

  338. [2024-03-29 09:00:23,901: INFO: common: yaml file: config\config.yaml loaded successfully]
    339. 

  339. [2024-03-29 09:00:23,901: INFO: common: yaml file: params.yaml loaded successfully]
    340. 

  340. [2024-03-29 09:00:23,901: INFO: common: created directory at: artifacts]
    341. 

  341. [2024-03-29 09:00:23,901: INFO: common: created directory at: artifacts/data_ingestion]
    342. 

  342. [2024-03-29 09:00:23,901: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    343. 

  343. [2024-03-29 09:00:51,717: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    344. 

  344. [2024-03-29 09:00:52,741: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    345. 

  345. 

  346. x==========x]
    347. 

  347. [2024-03-29 09:00:52,741: INFO: main: *******************]
    348. 

  348. [2024-03-29 09:00:52,741: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
    349. 

  349. [2024-03-29 09:00:52,745: INFO: common: yaml file: config\config.yaml loaded successfully]
    350. 

  350. [2024-03-29 09:00:52,748: INFO: common: yaml file: params.yaml loaded successfully]
    351. 

  351. [2024-03-29 09:00:52,748: INFO: common: created directory at: artifacts]
    352. 

  352. [2024-03-29 09:00:52,749: INFO: common: created directory at: artifacts/prepare_base_model]
    353. 

  353. [2024-03-29 09:00:53,397: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    354. 

  354. [2024-03-29 09:00:53,736: INFO: main: >>>>>> stage Prepare base model completed <<<<<<
    355. 

  355. 

  356. x==========x]
    357. 

  357. [2024-03-29 09:00:53,736: INFO: main: *******************]
    358. 

  358. [2024-03-29 09:00:53,737: INFO: main: >>>>>> stage Training started <<<<<<]
    359. 

  359. [2024-03-29 09:00:53,740: INFO: common: yaml file: config\config.yaml loaded successfully]
    360. 

  360. [2024-03-29 09:00:53,744: INFO: common: yaml file: params.yaml loaded successfully]
    361. 

  361. [2024-03-29 09:00:53,745: INFO: common: created directory at: artifacts]
    362. 

  362. [2024-03-29 09:00:53,745: INFO: common: created directory at: artifacts\training]
    363. 

  363. [2024-03-29 09:02:53,569: INFO: main: >>>>>> stage Training completed <<<<<<
    364. 

  364. 

  365. x==========x]
    366. 

  366. [2024-03-29 09:02:53,569: INFO: main: *******************]
    367. 

  367. [2024-03-29 09:02:53,569: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
    368. 

  368. [2024-03-29 09:02:53,572: INFO: common: yaml file: config\config.yaml loaded successfully]
    369. 

  369. [2024-03-29 09:02:53,572: INFO: common: yaml file: params.yaml loaded successfully]
    370. 

  370. [2024-03-29 09:02:53,572: INFO: common: created directory at: artifacts]
    371. 

  371. [2024-03-29 09:03:40,518: INFO: common: json file saved at: scores.json]
    372. 

  372. [2024-03-29 09:03:40,518: INFO: common: json file saved at: scores.json]
    373. 

  373. [2024-03-29 09:03:40,518: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<
    374. 

  374. 

  375. x==========x]
    376. 

  376. [2024-03-29 09:08:06,333: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
    377. 

  377. [2024-03-29 09:08:06,340: INFO: common: yaml file: config\config.yaml loaded successfully]
    378. 

  378. [2024-03-29 09:08:06,340: INFO: common: yaml file: params.yaml loaded successfully]
    379. 

  379. [2024-03-29 09:08:06,340: INFO: common: created directory at: artifacts]
    380. 

  380. [2024-03-29 09:08:06,340: INFO: common: created directory at: artifacts/data_ingestion]
    381. 

  381. [2024-03-29 09:08:06,340: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    382. 

  382. [2024-03-29 09:08:41,362: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
    383. 

  383. [2024-03-29 09:08:42,462: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<
    384. 

  384. 

  385. x==========x]
    386. 

  386. [2024-03-29 09:08:42,462: INFO: main: *******************]
    387. 

  387. [2024-03-29 09:08:42,462: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
    388. 

  388. [2024-03-29 09:08:42,477: INFO: common: yaml file: config\config.yaml loaded successfully]
    389. 

  389. [2024-03-29 09:08:42,481: INFO: common: yaml file: params.yaml loaded successfully]
    390. 

  390. [2024-03-29 09:08:42,482: INFO: common: created directory at: artifacts]
    391. 

  391. [2024-03-29 09:08:42,483: INFO: common: created directory at: artifacts/prepare_base_model]
    392. 

  392. [2024-03-29 09:08:43,256: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
    393. 

  393. [2024-03-29 09:08:43,593: INFO: main: >>>>>> stage Prepare base model completed <<<<<<
    394. 

  394. 

  395. x==========x]
    396. 

  396. [2024-03-29 09:08:43,594: INFO: main: *******************]
    397. 

  397. [2024-03-29 09:08:43,594: INFO: main: >>>>>> stage Training started <<<<<<]
    398. 

  398. [2024-03-29 09:08:43,597: INFO: common: yaml file: config\config.yaml loaded successfully]
    399. 

  399. [2024-03-29 09:08:43,600: INFO: common: yaml file: params.yaml loaded successfully]
    400. 

  400. [2024-03-29 09:08:43,601: INFO: common: created directory at: artifacts]
    401. 

  401. [2024-03-29 09:08:43,602: INFO: common: created directory at: artifacts\training]
    402. 

  402. [2024-03-29 09:10:41,217: INFO: main: >>>>>> stage Training completed <<<<<<
    403. 

  403. 

  404. x==========x]
    405. 

  405. [2024-03-29 09:10:41,217: INFO: main: *******************]
    406. 

  406. [2024-03-29 09:10:41,217: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
    407. 

  407. [2024-03-29 09:10:41,217: INFO: common: yaml file: config\config.yaml loaded successfully]
    408. 

  408. [2024-03-29 09:10:41,232: INFO: common: yaml file: params.yaml loaded successfully]
    409. 

  409. [2024-03-29 09:10:41,232: INFO: common: created directory at: artifacts]
    410. 

  410. [2024-03-29 09:11:22,807: INFO: common: json file saved at: scores.json]
    411. 

  411. [2024-03-29 09:11:22,807: INFO: common: json file saved at: scores.json]
    412. 

  412. [2024-03-29 09:11:22,807: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<
    413. 

  413. 

  414. x==========x]
    415.
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Integrate Google Cloud Storage
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