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TypeError: Expected float32, got 'Loss/RPNLoss/objectness_loss' of type 'str' instead. #4832

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TedLLH opened this issue Jul 19, 2018 · 9 comments
Closed

TypeError: Expected float32, got 'Loss/RPNLoss/objectness_loss' of type 'str' instead. #4832

TedLLH opened this issue Jul 19, 2018 · 9 comments
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@pkulzc

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@TedLLH
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TedLLH commented Jul 19, 2018 •
edited
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System information

  • What is the top-level directory of the model you are using: models/research
  • Have I written custom code (as opposed to using a stock example script provided in TensorFlow): No, only slightly modified (config, some syntax conversion from python2 to python3.....)
  • OS Platform and Distribution (e.g., Linux Ubuntu 16.04):ubuntu 16.04
  • TensorFlow installed from (source or binary): tensorflow ubuntu (venv, CPU support only)
  • TensorFlow version (use command below): v1.9.0-0-g25c197e023 1.9.0
  • Bazel version (if compiling from source): N/A
  • CUDA/cuDNN version: N/A
  • CPU/GPU model and memory:
    Intel(R) Core(TM) i7-8700K CPU @ 3.70GHz 3.70 GHz, 32.0GB RAM, WIN10 64-bit
  • Exact command to reproduce: python model_main.py --logtostderr --train_dir=training/ --pipelin
    e_config_path=training/faster_rcnn_resnet50_coco.config

Describe the problem

I cannot find any similar issues from anywhere, unsure of where the 'Loss/RPNLoss/objectness_loss' is coming from, never seen/edited anything related to 'Loss/RPNLoss/objectness_loss', must be a bug in between the training process.

Source code / logs

$ python model_main.py --logtostderr --train_dir=training/ --pipeline_config_path=training/faster_rcnn_resnet50_coco.config

/mnt/c/Users/admanGo/tensorflow/admango_ted/poker_card_detector/models/research/object_detection/utils/visualization_utils.py:25: UserWarning:
This call to matplotlib.use() has no effect because the backend has already
been chosen; matplotlib.use() must be called before pylab, matplotlib.pyplot,
or matplotlib.backends is imported for the first time.

The backend was originally set to 'TkAgg' by the following code:
File "model_main.py", line 26, in
from object_detection import model_lib
File "/mnt/c/Users/admanGo/tensorflow/admango_ted/poker_card_detector/models/research/object_detection/model_lib.py", line 26, in
from object_detection import eval_util
File "/mnt/c/Users/admanGo/tensorflow/admango_ted/poker_card_detector/models/research/object_detection/eval_util.py", line 28, in
from object_detection.metrics import coco_evaluation
File "/mnt/c/Users/admanGo/tensorflow/admango_ted/poker_card_detector/models/research/object_detection/metrics/coco_evaluation.py", line 20, in
from object_detection.metrics import coco_tools
File "/mnt/c/Users/admanGo/tensorflow/admango_ted/poker_card_detector/models/research/object_detection/metrics/coco_tools.py", line 47, in
from pycocotools import coco
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/pycocotools/coco.py", line 49, in
import matplotlib.pyplot as plt
File "/home/admango/.local/lib/python3.5/site-packages/matplotlib/pyplot.py", line 71, in
from matplotlib.backends import pylab_setup
File "/home/admango/.local/lib/python3.5/site-packages/matplotlib/backends/init.py", line 16, in
line for line in traceback.format_stack()

import matplotlib; matplotlib.use('Agg') # pylint: disable=multiple-statements
WARNING:tensorflow:Using temporary folder as model directory: /tmp/tmp1qh7sk5u
WARNING:tensorflow:Estimator's model_fn (<function create_model_fn..model_fn at 0x7ff9ff1e1bf8>) includes params argument, but params are not passed to Estimator.
WARNING:tensorflow:num_readers has been reduced to 1 to match input file shards.
WARNING:tensorflow:From /mnt/c/Users/admanGo/tensorflow/admango_ted/poker_card_detector/models/research/object_detection/core/box_predictor.py:407: calling reduce_mean (from tensorflow.python.ops.math_ops) with keep_dims is deprecated and will be removed in a future version.
Instructions for updating:
keep_dims is deprecated, use keepdims instead
WARNING:tensorflow:From /mnt/c/Users/admanGo/tensorflow/admango_ted/poker_card_detector/models/research/object_detection/meta_architectures/faster_rcnn_meta_arch.py:2037: get_or_create_global_step (from tensorflow.contrib.framework.python.ops.variables) is deprecated and will be removed in a future version.
Instructions for updating:
Please switch to tf.train.get_or_create_global_step
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_1/bottleneck_v1/shortcut/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_2/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block1/unit_3/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_1/bottleneck_v1/shortcut/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_2/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_3/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block2/unit_4/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_1/bottleneck_v1/shortcut/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_2/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_3/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_4/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_5/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block3/unit_6/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/shortcut/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [FirstStageFeatureExtractor/resnet_v1_50/conv1/weights] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_1/bottleneck_v1/shortcut/weights] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_2/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv1/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv1/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv1/weights] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv2/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv2/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv2/weights] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance] is not available in checkpoint
WARNING:root:Variable [SecondStageFeatureExtractor/resnet_v1_50/block4/unit_3/bottleneck_v1/conv3/weights] is not available in checkpoint
WARNING:tensorflow:From /mnt/c/Users/admanGo/tensorflow/admango_ted/poker_card_detector/models/research/object_detection/core/losses.py:317: softmax_cross_entropy_with_logits (from tensorflow.python.ops.nn_ops) is deprecated and will be removed in a future version.
Instructions for updating:

Future major versions of TensorFlow will allow gradients to flow
into the labels input on backprop by default.

See @{tf.nn.softmax_cross_entropy_with_logits_v2}.

WARNING:tensorflow:From /mnt/c/Users/admanGo/tensorflow/admango_ted/poker_card_detector/models/research/object_detection/core/losses.py:317: softmax_cross_entropy_with_logits (from tensorflow.python.ops.nn_ops) is deprecated and will be removed in a future version.
Instructions for updating:

Future major versions of TensorFlow will allow gradients to flow
into the labels input on backprop by default.

See @{tf.nn.softmax_cross_entropy_with_logits_v2}.

Traceback (most recent call last):
File "model_main.py", line 101, in
tf.app.run()
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/platform/app.py", line 125, in run
_sys.exit(main(argv))
File "model_main.py", line 97, in main
tf.estimator.train_and_evaluate(estimator, train_spec, eval_specs[0])
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/estimator/training.py", line 447, in train_and_evaluate
return executor.run()
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/estimator/training.py", line 531, in run
return self.run_local()
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/estimator/training.py", line 669, in run_local
hooks=train_hooks)
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/estimator/estimator.py", line 366, in train
loss = self._train_model(input_fn, hooks, saving_listeners)
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/estimator/estimator.py", line 1119, in _train_model
return self._train_model_default(input_fn, hooks, saving_listeners)
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/estimator/estimator.py", line 1132, in _train_model_default
features, labels, model_fn_lib.ModeKeys.TRAIN, self.config)
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/estimator/estimator.py", line 1107, in _call_model_fn
model_fn_results = self._model_fn(features=features, **kwargs)
File "/mnt/c/Users/admanGo/tensorflow/admango_ted/poker_card_detector/models/research/object_detection/model_lib.py", line 291, in model_fn
total_loss = tf.add_n(losses, name='total_loss')
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/ops/math_ops.py", line 2116, in add_n
inputs = ops.convert_n_to_tensor_or_indexed_slices(inputs)
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 1338, in convert_n_to_tensor_or_indexed_slices
values=values, dtype=dtype, name=name, as_ref=False)
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 1309, in internal_convert_n_to_tensor_or_indexed_slices
value, dtype=dtype, name=n, as_ref=as_ref))
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 1268, in internal_convert_to_tensor_or_indexed_slices
value, dtype=dtype, name=name, as_ref=as_ref)
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 1107, in internal_convert_to_tensor
ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref)
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/ops/array_ops.py", line 960, in _autopacking_conversion_function
return _autopacking_helper(v, inferred_dtype, name or "packed")
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/ops/array_ops.py", line 922, in _autopacking_helper
constant_op.constant(elem, dtype=dtype, name=str(i)))
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/framework/constant_op.py", line 196, in constant
value, dtype=dtype, shape=shape, verify_shape=verify_shape))
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/framework/tensor_util.py", line 436, in make_tensor_proto
_AssertCompatible(values, dtype)
File "/home/admango/tensorflow/venv/lib/python3.5/site-packages/tensorflow/python/framework/tensor_util.py", line 347, in _AssertCompatible
(dtype.name, repr(mismatch), type(mismatch).name))
TypeError: Expected float32, got 'Loss/BoxClassifierLoss/classification_loss' of type 'str' instead.
@TedLLH
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TedLLH commented Jul 20, 2018

The modifications of the original codes from python2 to python3, were the changes of .iteritems() to .items(), and adding ( ) for some of the print statements, otherwise I did not change anything else.

Hope the addition info. could help.

@qlzh727 qlzh727 assigned pkulzc and unassigned qlzh727 Jul 20, 2018
@fogonthedowns
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This is the result of replacing iteritems() with items():

[('Loss/RPNLoss/localization_loss', <tf.Tensor 'Loss/RPNLoss/localization_loss:0' shape=() dtype=float32>), ('Loss/RPNLoss/objectness_loss', <tf.Tensor 'Loss/RPNLoss/objectness_loss:0' shape=() dtype=float32>), ('Loss/BoxClassifierLoss/localization_loss', <tf.Tensor 'Loss/BoxClassifierLoss/localization_loss:0' shape=() dtype=float32>), ('Loss/BoxClassifierLoss/classification_loss', <tf.Tensor 'Loss/BoxClassifierLoss/classification_loss:0' shape=() dtype=float32>)]
[(<tf.Tensor 'Loss/RPNLoss/localization_loss:0' shape=() dtype=float32>, 'Loss/RPNLoss/localization_loss'), (<tf.Tensor 'Loss/RPNLoss/objectness_loss:0' shape=() dtype=float32>, 'Loss/RPNLoss/objectness_loss'), (<tf.Tensor 'Loss/BoxClassifierLoss/localization_loss:0' shape=() dtype=float32>, 'Loss/BoxClassifierLoss/localization_loss'), (<tf.Tensor 'Loss/BoxClassifierLoss/classification_loss:0' shape=() dtype=float32>, 'Loss/BoxClassifierLoss/classification_loss')]

I suspect the problem is with the tf.Tensor object, but I haven't been able to find where these are created yet.

@TedLLH
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TedLLH commented Jul 23, 2018

Thanks for the clarification @fogonthedowns, I will try to do the codes conversion from python2 to python3 by using 2to3 official Python conversor, as mentioned in #4830 instead of doing it manually, and hopefully the problem could be resolved.

@TedLLH
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TedLLH commented Jul 23, 2018

Nope, it does not work, encountered the same error again.

TypeError: Expected float32, got 'Loss/BoxClassifierLoss/localization_loss' of type 'str' instead

@TedLLH TedLLH mentioned this issue Jul 23, 2018
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@TedLLH
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TedLLH commented Jul 23, 2018 •
edited
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So I tried to use python2 to run the script, yet it prompted THE SAME error, but with minor differences.....

TypeError: Expected float32, got u'Loss/BoxClassifierLoss/classification_loss' of type 'unicode' instead.

@TedLLH TedLLH mentioned this issue Jul 23, 2018
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@D-X-Y
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D-X-Y commented Jul 23, 2018

I have the same issue when running ssd_mobilenet_v1_fpn, "TypeError: Expected float32, got 'Loss/localization_loss' of type 'str' instead."
Does anyone have some suggestions?

@D-X-Y
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D-X-Y commented Jul 24, 2018 •
edited
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Follow #4860 I change "itervalues" -> "values" in L282 of object_detection/model_lib.py, the TypeError error is fixed. But I got another error :

Traceback (most recent call last):
  File "/home/dxy/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 510, in _apply_op_helper
    preferred_dtype=default_dtype)
  File "/home/dxy/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1104, in internal_convert_to_tensor
    ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref)
  File "/home/dxy/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/constant_op.py", line 235, in _constant_tensor_conversion_function
    return constant(v, dtype=dtype, name=name)
  File "/home/dxy/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/constant_op.py", line 214, in constant
    value, dtype=dtype, shape=shape, verify_shape=verify_shape))
  File "/home/dxy/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/tensor_util.py", line 441, in make_tensor_proto
    _GetDenseDimensions(values)))
ValueError: Argument must be a dense tensor: range(0, 3) - got shape [3], but wanted [].

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/dxy/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 524, in _apply_op_helper
    values, as_ref=input_arg.is_ref).dtype.name
  File "/home/dxy/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1104, in internal_convert_to_tensor
    ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref)
  File "/home/dxy/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/constant_op.py", line 235, in _constant_tensor_conversion_function
    return constant(v, dtype=dtype, name=name)
  File "/home/dxy/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/constant_op.py", line 214, in constant
    value, dtype=dtype, shape=shape, verify_shape=verify_shape))
  File "/home/dxy/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/tensor_util.py", line 441, in make_tensor_proto
    _GetDenseDimensions(values)))
ValueError: Argument must be a dense tensor: range(0, 3) - got shape [3], but wanted [].

@D-X-Y
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D-X-Y commented Jul 24, 2018 •
edited
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Then I follow this issue : EdjeElectronics/TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10#11
I replace the "range(num_boundaries)" by "list(range(num_boundaries))" in L172 in object_detection/utils/learning_schedules.py, I can finally run object detection in Python3.6

In summary, you need to modify the codes in three places.

object_detection/model_lib.py L282
itervalues -> values()

object_detection/utils/learning_schedules.py L172
range(num_boundaries) -> list(range(num_boundaries))

object_detection/utils/object_detection_evaluation.py
add () for the print function.

Hope this will help you :)

drakesvoboda pushed a commit to drakesvoboda/models that referenced this issue Jul 25, 2018
@DrakeFromMoncur
object_detection: range() -> list(range()) and .itervalues() -> .valu…
e752f3f 
…es() for python 3 compatilbility. Fixes tensorflow#4832
@wt-huang
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wt-huang commented Nov 3, 2018

Closing as this is resolved

@wt-huang wt-huang closed this as completed Nov 3, 2018
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