1. INFO:tensorflow:Done calling model_fn.
  2. I1205 13:10:43.991594 16144 estimator.py:1150] Done calling model_fn.
  3. INFO:tensorflow:Starting evaluation at 2021-12-05T13:10:44Z
  4. I1205 13:10:44.003594 16144 evaluation.py:255] Starting evaluation at 2021-12-05T13:10:44Z
  5. INFO:tensorflow:Graph was finalized.
  6. I1205 13:10:44.351594 16144 monitored_session.py:240] Graph was finalized.
  7. INFO:tensorflow:Restoring parameters from training/model.ckpt-12372
  8. I1205 13:10:44.353594 16144 saver.py:1284] Restoring parameters from training/model.ckpt-12372
  9. INFO:tensorflow:Running local_init_op.
  10. I1205 13:10:45.203595 16144 session_manager.py:500] Running local_init_op.
  11. INFO:tensorflow:Done running local_init_op.
  12. I1205 13:10:45.329595 16144 session_manager.py:502] Done running local_init_op.
  13. creating index...
  14. index created!
  15. INFO:tensorflow:Loading and preparing annotation results...
  16. I1205 13:19:35.784245 5164 coco_tools.py:109] Loading and preparing annotation results...
  17. INFO:tensorflow:DONE (t=0.07s)
  18. I1205 13:19:35.853276 5164 coco_tools.py:131] DONE (t=0.07s)
  19. creating index...
  20. index created!
  21. Running per image evaluation...
  22. Evaluate annotation type *bbox*
  23. DONE (t=1.76s).
  24. Accumulating evaluation results...
  25. DONE (t=1.23s).
  26. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.028
  27. Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.053
  28. Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.026
  29. Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
  30. Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.002
  31. Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.041
  32. Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.053
  33. Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.058
  34. Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.058
  35. Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
  36. Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.004
  37. Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.084
  38. INFO:tensorflow:Finished evaluation at 2021-12-05-13:19:39
  39. I1205 13:19:39.020246 16144 evaluation.py:275] Finished evaluation at 2021-12-05-13:19:39
  40. INFO:tensorflow:Saving dict for global step 12372: DetectionBoxes_Precision/mAP = 0.027600273, DetectionBoxes_Precision/mAP (large) = 0.041340146, DetectionBoxes_Precision/mAP (medium) = 0.0019994348, DetectionBoxes_Precision/mAP (small) = 0.0, DetectionBoxes_Precision/[email protected] = 0.053036567, DetectionBoxes_Precision/[email protected] = 0.026499704, DetectionBoxes_Recall/[email protected] = 0.05345179, DetectionBoxes_Recall/[email protected] = 0.057645448, DetectionBoxes_Recall/[email protected] = 0.057645448, DetectionBoxes_Recall/[email protected] (large) = 0.08376872, DetectionBoxes_Recall/[email protected] (medium) = 0.0039116666, DetectionBoxes_Recall/[email protected] (small) = 0.0, Loss/classification_loss = 6.92965, Loss/localization_loss = 1.7895088, Loss/regularization_loss = 0.6219344, Loss/total_loss = 9.341081, global_step = 12372, learning_rate = 0.004, loss = 9.341081
  41. I1205 13:19:39.020246 16144 estimator.py:2049] Saving dict for global step 12372: DetectionBoxes_Precision/mAP = 0.027600273, DetectionBoxes_Precision/mAP (large) = 0.041340146, DetectionBoxes_Precision/mAP (medium) = 0.0019994348, DetectionBoxes_Precision/mAP (small) = 0.0, DetectionBoxes_Precision/[email protected] = 0.053036567, DetectionBoxes_Precision/[email protected] = 0.026499704, DetectionBoxes_Recall/[email protected] = 0.05345179, DetectionBoxes_Recall/[email protected] = 0.057645448, DetectionBoxes_Recall/[email protected] = 0.057645448, DetectionBoxes_Recall/[email protected] (large) = 0.08376872, DetectionBoxes_Recall/[email protected] (medium) = 0.0039116666, DetectionBoxes_Recall/[email protected] (small) = 0.0, Loss/classification_loss = 6.92965, Loss/localization_loss = 1.7895088, Loss/regularization_loss = 0.6219344, Loss/total_loss = 9.341081, global_step = 12372, learning_rate = 0.004, loss = 9.341081
  42. INFO:tensorflow:Saving 'checkpoint_path' summary for global step 12372: training/model.ckpt-12372
  43. I1205 13:19:39.602532 16144 estimator.py:2109] Saving 'checkpoint_path' summary for global step 12372: training/model.ckpt-12372
  44. INFO:tensorflow:Saving checkpoints for 12415 into training/model.ckpt.
  45. I1205 13:20:36.171107 16144 basic_session_run_hooks.py:606] Saving checkpoints for 12415 into training/model.ckpt.
  46. INFO:tensorflow:Calling model_fn.
  47. I1205 13:20:42.356085 16144 estimator.py:1148] Calling model_fn.
  48. INFO:tensorflow:depth of additional conv before box predictor: 0
  49. I1205 13:20:44.041199 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
  50. INFO:tensorflow:depth of additional conv before box predictor: 0
  51. I1205 13:20:44.061171 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
  52. INFO:tensorflow:depth of additional conv before box predictor: 0
  53. I1205 13:20:44.081200 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
  54. INFO:tensorflow:depth of additional conv before box predictor: 0
  55. I1205 13:20:44.102170 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
  56. INFO:tensorflow:depth of additional conv before box predictor: 0
  57. I1205 13:20:44.122199 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
  58. INFO:tensorflow:depth of additional conv before box predictor: 0
  59. I1205 13:20:44.142303 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
  60. INFO:tensorflow:Done calling model_fn.
  61. I1205 13:20:45.303778 16144 estimator.py:1150] Done calling model_fn.
  62. INFO:tensorflow:Starting evaluation at 2021-12-05T13:20:45Z
  63. I1205 13:20:45.314776 16144 evaluation.py:255] Starting evaluation at 2021-12-05T13:20:45Z
  64. INFO:tensorflow:Graph was finalized.
  65. I1205 13:20:45.638776 16144 monitored_session.py:240] Graph was finalized.
  66. INFO:tensorflow:Restoring parameters from training/model.ckpt-12415
  67. I1205 13:20:45.641748 16144 saver.py:1284] Restoring parameters from training/model.ckpt-12415
  68. INFO:tensorflow:Running local_init_op.
  69. I1205 13:20:46.372760 16144 session_manager.py:500] Running local_init_op.
  70. INFO:tensorflow:Done running local_init_op.
  71. I1205 13:20:46.482800 16144 session_manager.py:502] Done running local_init_op.

Tensorflow log