- INFO:tensorflow:Done calling model_fn.
- I1205 13:10:43.991594 16144 estimator.py:1150] Done calling model_fn.
- INFO:tensorflow:Starting evaluation at 2021-12-05T13:10:44Z
- I1205 13:10:44.003594 16144 evaluation.py:255] Starting evaluation at 2021-12-05T13:10:44Z
- INFO:tensorflow:Graph was finalized.
- I1205 13:10:44.351594 16144 monitored_session.py:240] Graph was finalized.
- INFO:tensorflow:Restoring parameters from training/model.ckpt-12372
- I1205 13:10:44.353594 16144 saver.py:1284] Restoring parameters from training/model.ckpt-12372
- INFO:tensorflow:Running local_init_op.
- I1205 13:10:45.203595 16144 session_manager.py:500] Running local_init_op.
- INFO:tensorflow:Done running local_init_op.
- I1205 13:10:45.329595 16144 session_manager.py:502] Done running local_init_op.
- creating index...
- index created!
- INFO:tensorflow:Loading and preparing annotation results...
- I1205 13:19:35.784245 5164 coco_tools.py:109] Loading and preparing annotation results...
- INFO:tensorflow:DONE (t=0.07s)
- I1205 13:19:35.853276 5164 coco_tools.py:131] DONE (t=0.07s)
- creating index...
- index created!
- Running per image evaluation...
- Evaluate annotation type *bbox*
- DONE (t=1.76s).
- Accumulating evaluation results...
- DONE (t=1.23s).
- Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.028
- Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.053
- Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.026
- Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
- Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.002
- Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.041
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.053
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.058
- Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.058
- Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
- Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.004
- Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.084
- INFO:tensorflow:Finished evaluation at 2021-12-05-13:19:39
- I1205 13:19:39.020246 16144 evaluation.py:275] Finished evaluation at 2021-12-05-13:19:39
- 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/AR@1 = 0.05345179, DetectionBoxes_Recall/AR@10 = 0.057645448, DetectionBoxes_Recall/AR@100 = 0.057645448, DetectionBoxes_Recall/AR@100 (large) = 0.08376872, DetectionBoxes_Recall/AR@100 (medium) = 0.0039116666, DetectionBoxes_Recall/AR@100 (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
- 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/AR@1 = 0.05345179, DetectionBoxes_Recall/AR@10 = 0.057645448, DetectionBoxes_Recall/AR@100 = 0.057645448, DetectionBoxes_Recall/AR@100 (large) = 0.08376872, DetectionBoxes_Recall/AR@100 (medium) = 0.0039116666, DetectionBoxes_Recall/AR@100 (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
- INFO:tensorflow:Saving 'checkpoint_path' summary for global step 12372: training/model.ckpt-12372
- I1205 13:19:39.602532 16144 estimator.py:2109] Saving 'checkpoint_path' summary for global step 12372: training/model.ckpt-12372
- INFO:tensorflow:Saving checkpoints for 12415 into training/model.ckpt.
- I1205 13:20:36.171107 16144 basic_session_run_hooks.py:606] Saving checkpoints for 12415 into training/model.ckpt.
- INFO:tensorflow:Calling model_fn.
- I1205 13:20:42.356085 16144 estimator.py:1148] Calling model_fn.
- INFO:tensorflow:depth of additional conv before box predictor: 0
- I1205 13:20:44.041199 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
- INFO:tensorflow:depth of additional conv before box predictor: 0
- I1205 13:20:44.061171 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
- INFO:tensorflow:depth of additional conv before box predictor: 0
- I1205 13:20:44.081200 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
- INFO:tensorflow:depth of additional conv before box predictor: 0
- I1205 13:20:44.102170 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
- INFO:tensorflow:depth of additional conv before box predictor: 0
- I1205 13:20:44.122199 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
- INFO:tensorflow:depth of additional conv before box predictor: 0
- I1205 13:20:44.142303 16144 convolutional_box_predictor.py:148] depth of additional conv before box predictor: 0
- INFO:tensorflow:Done calling model_fn.
- I1205 13:20:45.303778 16144 estimator.py:1150] Done calling model_fn.
- INFO:tensorflow:Starting evaluation at 2021-12-05T13:20:45Z
- I1205 13:20:45.314776 16144 evaluation.py:255] Starting evaluation at 2021-12-05T13:20:45Z
- INFO:tensorflow:Graph was finalized.
- I1205 13:20:45.638776 16144 monitored_session.py:240] Graph was finalized.
- INFO:tensorflow:Restoring parameters from training/model.ckpt-12415
- I1205 13:20:45.641748 16144 saver.py:1284] Restoring parameters from training/model.ckpt-12415
- INFO:tensorflow:Running local_init_op.
- I1205 13:20:46.372760 16144 session_manager.py:500] Running local_init_op.
- INFO:tensorflow:Done running local_init_op.
- I1205 13:20:46.482800 16144 session_manager.py:502] Done running local_init_op.
Tensorflow log