tensorflow / tensorflow/models

Huge Error When Attempting to Train Using This API

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Since Jan 7, 2021.

models:research:odapi type:bug
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Description

Prerequisites

Please answer the following questions for yourself before submitting an issue.

  • [X ] I am using the latest TensorFlow Model Garden release and TensorFlow 2.
  • [X ] I am reporting the issue to the correct repository. (Model Garden official or research directory)
  • [X ] I checked to make sure that this issue has not been filed already.

1. The entire URL of the file you are using

http://download.tensorflow.org/models/object_detection/tf2/20200711/ssd_resnet101_v1_fpn_640x640_coco17_tpu-8.tar.gz
and
http://download.tensorflow.org/models/object_detection/tf2/20200711/faster_rcnn_resnet101_v1_640x640_coco17_tpu-8.tar.gz

2. Describe the bug

I am getting this output when training with a customized dataset and modified config file:
Streaming output truncated to the last 5000 lines.

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       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
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       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0.], dtype=float32)>
}, MirroredVariable:{
  0: <tf.Variable 'conv4_block18_3_bn/beta:0' shape=(1024,) dtype=float32, numpy=array([0., 0., 0., ..., 0., 0., 0.], dtype=float32)>
}, MirroredVariable:{
  0: <tf.Variable 'conv3_block4_1_bn/gamma:0' shape=(128,) dtype=float32, numpy=
array([1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1.], dtype=float32)>
}, SyncOnReadVariable:{
  0: <tf.Variable 'conv4_block18_1_bn/moving_variance:0' shape=(256,) dtype=float32, numpy=
array([1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
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       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
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       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
       1.], dtype=float32)>
}, MirroredVariable:{
  0: <tf.Variable 'conv2_block3_3_bn/beta:0' shape=(256,) dtype=float32, numpy=
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
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       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
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       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0.], dtype=float32)>
}, SyncOnReadVariable:{
  0: <tf.Variable 'conv4_block19_1_bn/moving_mean:0' shape=(256,) dtype=float32, numpy=
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
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       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0.], dtype=float32)>
}, SyncOnReadVariable:{
  0: <tf.Variable 'conv4_block10_1_bn/moving_mean:0' shape=(256,) dtype=float32, numpy=
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
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       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
       0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,
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       0.], dtype=float32)>
}, MirroredVariable:{

REDACTED FOR LINE SPACE

WARNING:tensorflow:Unresolved object in checkpoint: (root).model
W0106 23:23:31.199386 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._groundtruth_lists
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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor
W0106 23:23:31.199785 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._box_predictor
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor
W0106 23:23:31.199881 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._batched_prediction_tensor_names
W0106 23:23:31.199952 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._batched_prediction_tensor_names
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head
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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._sorted_head_names
W0106 23:23:31.200213 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._box_predictor._sorted_head_names
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers
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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads
W0106 23:23:31.200359 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers
W0106 23:23:31.200425 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor._resnet_block_names
W0106 23:23:31.200490 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor._resnet_block_names
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor._coarse_feature_layers
W0106 23:23:31.200572 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor._coarse_feature_layers
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone
W0106 23:23:31.200636 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor._fpn_features_generator
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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head._box_encoder_layers
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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._prediction_heads.class_predictions_with_background
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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.0
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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.3
W0106 23:23:31.201176 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.3
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.4
W0106 23:23:31.201246 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.4
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings
W0106 23:23:31.201313 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background
W0106 23:23:31.201396 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower
W0106 23:23:31.201462 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower
W0106 23:23:31.201527 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor._coarse_feature_layers.0
W0106 23:23:31.201591 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor._coarse_feature_layers.0
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor._coarse_feature_layers.1
W0106 23:23:31.201654 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor._coarse_feature_layers.1
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-0
W0106 23:23:31.201718 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-0
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-1
W0106 23:23:31.201809 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-1
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-0
W0106 23:23:31.201875 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-0
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-1
W0106 23:23:31.201987 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-1
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-4
W0106 23:23:31.202074 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-4
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-5
W0106 23:23:31.202139 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-5
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-2
W0106 23:23:31.202226 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-2
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-3
W0106 23:23:31.202292 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-3
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-8
W0106 23:23:31.202357 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-8
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-4
W0106 23:23:31.202422 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-4
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-5
W0106 23:23:31.202488 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-5
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-11
W0106 23:23:31.202553 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-11
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-6
W0106 23:23:31.202618 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-6
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-7
W0106 23:23:31.202683 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-7
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-8
W0106 23:23:31.202749 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-8
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-9
W0106 23:23:31.202814 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-9
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-16
W0106 23:23:31.202880 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-16
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-17
W0106 23:23:31.202945 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-17
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-10
W0106 23:23:31.203017 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-10
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-11
W0106 23:23:31.203092 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-11
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-20
W0106 23:23:31.203170 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-20
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-12
W0106 23:23:31.203238 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-12
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-13
W0106 23:23:31.203304 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-13
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-23
W0106 23:23:31.203368 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-23
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-14
W0106 23:23:31.203448 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-14
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-15
W0106 23:23:31.203529 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-15
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-26
W0106 23:23:31.203595 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-26
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-27
W0106 23:23:31.203660 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer-27
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-16
W0106 23:23:31.203725 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-16
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-17
W0106 23:23:31.203790 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-17
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(root).model._feature_extractor.classification_backbone.layer_with_weights-155.gamma
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W0106 23:23:31.341962 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-157.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-157.moving_mean
W0106 23:23:31.342071 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-157.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-157.moving_variance
W0106 23:23:31.342188 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-157.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-158.kernel
W0106 23:23:31.342311 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-158.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-159.axis
W0106 23:23:31.342415 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-159.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-159.gamma
W0106 23:23:31.342518 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-159.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-159.beta
W0106 23:23:31.342622 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-159.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-159.moving_mean
W0106 23:23:31.342726 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-159.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-159.moving_variance
W0106 23:23:31.342831 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-159.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-160.kernel
W0106 23:23:31.342934 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-160.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-161.axis
W0106 23:23:31.343037 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-161.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-161.gamma
W0106 23:23:31.343169 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-161.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-161.beta
W0106 23:23:31.343281 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-161.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-161.moving_mean
W0106 23:23:31.343397 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-161.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-161.moving_variance
W0106 23:23:31.343503 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-161.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-162.kernel
W0106 23:23:31.343608 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-162.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-163.axis
W0106 23:23:31.343766 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-163.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-163.gamma
W0106 23:23:31.343880 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-163.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-163.beta
W0106 23:23:31.343982 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-163.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-163.moving_mean
W0106 23:23:31.344091 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-163.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-163.moving_variance
W0106 23:23:31.344209 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-163.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-164.kernel
W0106 23:23:31.344312 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-164.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-165.axis
W0106 23:23:31.344414 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-165.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-165.gamma
W0106 23:23:31.344517 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-165.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-165.beta
W0106 23:23:31.344621 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-165.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-165.moving_mean
W0106 23:23:31.344723 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-165.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-165.moving_variance
W0106 23:23:31.344824 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-165.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-166.kernel
W0106 23:23:31.344925 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-166.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-167.axis
W0106 23:23:31.345026 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-167.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-167.gamma
W0106 23:23:31.345145 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-167.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-167.beta
W0106 23:23:31.345267 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-167.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-167.moving_mean
W0106 23:23:31.345387 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-167.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-167.moving_variance
W0106 23:23:31.345488 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-167.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-168.kernel
W0106 23:23:31.345637 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-168.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-169.axis
W0106 23:23:31.345739 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-169.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-169.gamma
W0106 23:23:31.345853 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-169.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-169.beta
W0106 23:23:31.345952 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-169.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-169.moving_mean
W0106 23:23:31.346065 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-169.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-169.moving_variance
W0106 23:23:31.346184 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-169.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-170.kernel
W0106 23:23:31.346288 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-170.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-171.axis
W0106 23:23:31.346388 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-171.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-171.gamma
W0106 23:23:31.346502 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-171.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-171.beta
W0106 23:23:31.346624 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-171.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-171.moving_mean
W0106 23:23:31.346726 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-171.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-171.moving_variance
W0106 23:23:31.346828 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-171.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-172.kernel
W0106 23:23:31.346928 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-172.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-173.axis
W0106 23:23:31.347030 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-173.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-173.gamma
W0106 23:23:31.347170 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-173.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-173.beta
W0106 23:23:31.347295 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-173.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-173.moving_mean
W0106 23:23:31.347404 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-173.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-173.moving_variance
W0106 23:23:31.347505 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-173.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-174.kernel
W0106 23:23:31.347647 140501308098368 util.py:161] Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-174.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor.classification_backbone.layer_with_weights-175.axis
W0106 23:23:31.347748 140501308098368 util.py:161] Unresol

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