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Cannot train model #7803

Open snoopypi opened 4 years ago

snoopypi commented 4 years ago

Hi there I am following this tutorial: https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/training.html on my Ubuntu 18.04, Python 3.6.8, pip 19.3.1, tensorflow 1.11

Unfortunately I am not able to train my model. The output after: flu@flubuntu:~/TensorFlow/workspace/training_demo$ python3 train.py --logtostderr --train_dir=training/ --pipeline_config_path=training/ssd_inception_v2_coco.config

...

WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_2_1x1_256/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_2_1x1_256/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_2_1x1_256/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_2_1x1_256/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_2_1x1_256/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_2_1x1_256/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_2_1x1_256/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_2_1x1_256/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_2_1x1_256/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_3_1x1_128/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_3_1x1_128/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_3_1x1_128/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_3_1x1_128/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_3_1x1_128/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_3_1x1_128/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_3_1x1_128/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_3_1x1_128/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_3_1x1_128/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_4_1x1_128/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_4_1x1_128/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_4_1x1_128/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_4_1x1_128/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_4_1x1_128/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_4_1x1_128/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_4_1x1_128/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_4_1x1_128/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_4_1x1_128/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_5_1x1_64/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_5_1x1_64/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_5_1x1_64/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_5_1x1_64/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_5_1x1_64/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_5_1x1_64/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_5_1x1_64/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_5_1x1_64/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_1_Conv2d_5_1x1_64/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_2_3x3_s2_512/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_2_3x3_s2_512/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_2_3x3_s2_512/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_2_3x3_s2_512/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_2_3x3_s2_512/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_2_3x3_s2_512/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_2_3x3_s2_512/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_2_3x3_s2_512/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_2_3x3_s2_512/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_3_3x3_s2_256/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_3_3x3_s2_256/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_3_3x3_s2_256/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_3_3x3_s2_256/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_3_3x3_s2_256/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_3_3x3_s2_256/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_3_3x3_s2_256/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_3_3x3_s2_256/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_3_3x3_s2_256/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_4_3x3_s2_256/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_4_3x3_s2_256/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_4_3x3_s2_256/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_4_3x3_s2_256/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_4_3x3_s2_256/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_4_3x3_s2_256/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_4_3x3_s2_256/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_4_3x3_s2_256/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_4_3x3_s2_256/weights/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_5_3x3_s2_128/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_5_3x3_s2_128/BatchNorm/beta/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_5_3x3_s2_128/BatchNorm/beta/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_5_3x3_s2_128/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_5_3x3_s2_128/BatchNorm/gamma/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_5_3x3_s2_128/BatchNorm/gamma/RMSProp_1] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_5_3x3_s2_128/weights/ExponentialMovingAverage] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_5_3x3_s2_128/weights/RMSProp] is not available in checkpoint WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_5_3x3_s2_128/weights/RMSProp_1] is not available in checkpoint WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/slim/python/slim/learning.py:737: Supervisor.init (from tensorflow.python.training.supervisor) is deprecated and will be removed in a future version. Instructions for updating: Please switch to tf.train.MonitoredTrainingSession WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/slim/python/slim/learning.py:737: Supervisor.init (from tensorflow.python.training.supervisor) is deprecated and will be removed in a future version. Instructions for updating: Please switch to tf.train.MonitoredTrainingSession 2019-11-13 17:59:56.992312: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA INFO:tensorflow:Restoring parameters from training/model.ckpt-0 INFO:tensorflow:Restoring parameters from training/model.ckpt-0 INFO:tensorflow:Running local_init_op. INFO:tensorflow:Running local_init_op. INFO:tensorflow:Done running local_init_op. INFO:tensorflow:Done running local_init_op. INFO:tensorflow:Starting Session. INFO:tensorflow:Starting Session. INFO:tensorflow:Saving checkpoint to path training/model.ckpt INFO:tensorflow:Saving checkpoint to path training/model.ckpt INFO:tensorflow:Starting Queues. INFO:tensorflow:Starting Queues. INFO:tensorflow:global_step/sec: 0 INFO:tensorflow:global_step/sec: 0 INFO:tensorflow:global_step/sec: 0 INFO:tensorflow:global_step/sec: 0

Can somebody help me?

tensorflowbutler commented 4 years ago

Thank you for your post. We noticed you have not filled out the following field in the issue template. Could you update them if they are relevant in your case, or leave them as N/A? Thanks. What is the top-level directory of the model you are using Have I written custom code OS Platform and Distribution TensorFlow installed from TensorFlow version Bazel version CUDA/cuDNN version GPU model and memory Exact command to reproduce

Tanmay-Kulkarni101 commented 4 years ago

Did you make sure that while creating TFRecords, you followed the format given below-

  tf_example = tf.train.Example(features=tf.train.Features(feature={
      'image/height': dataset_util.int64_feature(height),
      'image/width': dataset_util.int64_feature(width),
      'image/filename': dataset_util.bytes_feature(filename),
      'image/source_id': dataset_util.bytes_feature(filename),
      'image/encoded': dataset_util.bytes_feature(encoded_image_data),
      'image/format': dataset_util.bytes_feature(image_format),
      'image/object/bbox/xmin': dataset_util.float_list_feature(xmins),
      'image/object/bbox/xmax': dataset_util.float_list_feature(xmaxs),
      'image/object/bbox/ymin': dataset_util.float_list_feature(ymins),
      'image/object/bbox/ymax': dataset_util.float_list_feature(ymaxs),
      'image/object/class/text': dataset_util.bytes_list_feature(classes_text),
      'image/object/class/label': dataset_util.int64_list_feature(classes),
  }))

Are the keys that you have used the same ?

Were you able to check if the TFRecords that were created actually work. You can sanity check them with the help of the following repository- https://github.com/sulc/tfrecord-viewer

You can get additional details about creating your own dataset from this-https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/using_your_own_dataset.md

Hope this helps.

snoopypi commented 4 years ago

Did you make sure that while creating TFRecords, you followed the format given below-

  tf_example = tf.train.Example(features=tf.train.Features(feature={
      'image/height': dataset_util.int64_feature(height),
      'image/width': dataset_util.int64_feature(width),
      'image/filename': dataset_util.bytes_feature(filename),
      'image/source_id': dataset_util.bytes_feature(filename),
      'image/encoded': dataset_util.bytes_feature(encoded_image_data),
      'image/format': dataset_util.bytes_feature(image_format),
      'image/object/bbox/xmin': dataset_util.float_list_feature(xmins),
      'image/object/bbox/xmax': dataset_util.float_list_feature(xmaxs),
      'image/object/bbox/ymin': dataset_util.float_list_feature(ymins),
      'image/object/bbox/ymax': dataset_util.float_list_feature(ymaxs),
      'image/object/class/text': dataset_util.bytes_list_feature(classes_text),
      'image/object/class/label': dataset_util.int64_list_feature(classes),
  }))

Are the keys that you have used the same ?

Were you able to check if the TFRecords that were created actually work. You can sanity check them with the help of the following repository- https://github.com/sulc/tfrecord-viewer

You can get additional details about creating your own dataset from this-https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/using_your_own_dataset.md

Hope this helps. Hey Tanmy Thx for your post.

I am tough not really sure what you mean with de TFRRecords format. I did not do them by myself? Just followed the tutorial and hoped it would work.

Can you help me a bit more?

snoopypi commented 4 years ago

I just copy-pasted the code in the tutorial..

charming16 commented 4 years ago

same problem, same tutorial...

Tanmay-Kulkarni101 commented 4 years ago

Can you add the error message that you get on running the code.

charming16 commented 4 years ago

environment: win10, python3.6, tf-gpu1.10 from pip, ssd_mobilenet_v1_coco_2018_01_28 from model zoo, cuda9.0.176, cudnn7.3.1, i7-3720qm ,GT740m dataset: customed 390 aeroplane door pics, 1 door per pic, labeled by labelimg and follow tutorial to convert to .tfrecord command: python train.py --logtostderr --train_dir=training/ --pipeline_config_path=training/ssd_mobilenet_v1_coco.config problem: In previous training I use model_train.py and training speed is quite low, low GPU usage, and always get about 0.1mAP, but never show 'variable is not available' warning. From tensorboard I find images have detect box but the box is quite large to fit the object. The box seems change little from 100step to 1000step. Now I try train.py, GPU usage more than 50%, model begins training and loss declines from 15 and now 5 (9k steps) after adding fine_tune_checkpoint_type: "detection" in the config though still show warnings when training starts . I haven't run eval.py on latest training now because there is some python version problem.So I don't know if this train is successful. By the way, how can I evaluate models and see the current output picture like model_main.py ? I'm glad to get your advice. @Tanmay-Kulkarni101

UPDATE: Model now works. I don't know why:)

train.py log and ssd-mobilenet-v1-coco.config:

WARNING:tensorflow:From C:\Users\ecm16\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\platform\app.py:125: main (from __main__) is deprecated and will be removed in a future version.
Instructions for updating:
Use object_detection/model_main.py.
WARNING:tensorflow:From C:\Users\ecm16\Desktop\Tensorflow\models\research\object_detection\legacy\trainer.py:266: 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.create_global_step
WARNING:tensorflow:num_readers has been reduced to 1 to match input file shards.
WARNING:tensorflow:From C:\Users\ecm16\Desktop\Tensorflow\models\research\object_detection\core\preprocessor.py:1218: calling squeeze (from tensorflow.python.ops.array_ops) with squeeze_dims is deprecated and will be removed in a future version.
Instructions for updating:
Use the `axis` argument instead
INFO:tensorflow:depth of additional conv before box predictor: 0
INFO:tensorflow:depth of additional conv before box predictor: 0
INFO:tensorflow:depth of additional conv before box predictor: 0
INFO:tensorflow:depth of additional conv before box predictor: 0
INFO:tensorflow:depth of additional conv before box predictor: 0
INFO:tensorflow:depth of additional conv before box predictor: 0
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_0/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_0/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_0/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_0/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_0/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_0/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_0/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_0/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_0/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_10_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_11_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_12_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_2_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_3_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_4_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_5_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_6_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_7_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_depthwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_depthwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_depthwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_depthwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_depthwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_depthwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_depthwise/depthwise_weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_depthwise/depthwise_weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_depthwise/depthwise_weights/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_pointwise/BatchNorm/beta/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_pointwise/BatchNorm/beta/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_pointwise/BatchNorm/beta/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_pointwise/BatchNorm/gamma/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_pointwise/BatchNorm/gamma/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_pointwise/BatchNorm/gamma/RMSProp_1] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_pointwise/weights/ExponentialMovingAverage] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_pointwise/weights/RMSProp] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_9_pointwise/weights/RMSProp_1] is not available in checkpoint
WARNING:tensorflow:From C:\Users\ecm16\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\contrib\slim\python\slim\learning.py:737: Supervisor.__init__ (from tensorflow.python.training.supervisor) is deprecated and will be removed in a future version.
Instructions for updating:
Please switch to tf.train.MonitoredTrainingSession
WARNING:tensorflow:From C:\Users\ecm16\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\contrib\slim\python\slim\learning.py:737: Supervisor.__init__ (from tensorflow.python.training.supervisor) is deprecated and will be removed in a future version.
Instructions for updating:
Please switch to tf.train.MonitoredTrainingSession
2020-04-15 10:33:22.609333: I T:\src\github\tensorflow\tensorflow\core\common_runtime\gpu\gpu_device.cc:1405] Found device 0 with properties:
name: GeForce GT 740M major: 3 minor: 5 memoryClockRate(GHz): 1.0325
pciBusID: 0000:01:00.0
totalMemory: 2.00GiB freeMemory: 1.65GiB
2020-04-15 10:33:34.939825: I T:\src\github\tensorflow\tensorflow\core\common_runtime\gpu\gpu_device.cc:1484] Adding visible gpu devices: 0
2020-04-15 10:33:35.616506: I T:\src\github\tensorflow\tensorflow\core\common_runtime\gpu\gpu_device.cc:965] Device interconnect StreamExecutor with strength 1 edge matrix:
2020-04-15 10:33:35.622457: I T:\src\github\tensorflow\tensorflow\core\common_runtime\gpu\gpu_device.cc:971]      0
2020-04-15 10:33:35.625995: I T:\src\github\tensorflow\tensorflow\core\common_runtime\gpu\gpu_device.cc:984] 0:   N
2020-04-15 10:33:35.631025: I T:\src\github\tensorflow\tensorflow\core\common_runtime\gpu\gpu_device.cc:1097] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 1428 MB memory) -> physical GPU (device: 0, name: GeForce GT 740M, pci bus id: 0000:01:00.0, compute capability: 3.5)
INFO:tensorflow:Restoring parameters from pre-trained-model/model.ckpt
INFO:tensorflow:Restoring parameters from pre-trained-model/model.ckpt
INFO:tensorflow:Running local_init_op.
INFO:tensorflow:Running local_init_op.
INFO:tensorflow:Done running local_init_op.
INFO:tensorflow:Done running local_init_op.
INFO:tensorflow:Starting Session.
INFO:tensorflow:Starting Session.
INFO:tensorflow:Saving checkpoint to path training/model.ckpt
INFO:tensorflow:Saving checkpoint to path training/model.ckpt
INFO:tensorflow:Starting Queues.
INFO:tensorflow:Starting Queues.
INFO:tensorflow:global_step/sec: 0
INFO:tensorflow:global_step/sec: 0
2020-04-15 10:34:04.961540: W T:\src\github\tensorflow\tensorflow\core\common_runtime\bfc_allocator.cc:219] Allocator (GPU_0_bfc) ran out of memory trying to allocate 1.13GiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
2020-04-15 10:34:04.970613: W T:\src\github\tensorflow\tensorflow\core\common_runtime\bfc_allocator.cc:219] Allocator (GPU_0_bfc) ran out of memory trying to allocate 1.13GiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
2020-04-15 10:34:05.156087: W T:\src\github\tensorflow\tensorflow\core\common_runtime\bfc_allocator.cc:219] Allocator (GPU_0_bfc) ran out of memory trying to allocate 1.08GiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
2020-04-15 10:34:05.195873: W T:\src\github\tensorflow\tensorflow\core\common_runtime\bfc_allocator.cc:219] Allocator (GPU_0_bfc) ran out of memory trying to allocate 1.08GiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
2020-04-15 10:34:05.300176: W T:\src\github\tensorflow\tensorflow\core\common_runtime\bfc_allocator.cc:219] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.16GiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
2020-04-15 10:34:05.361688: W T:\src\github\tensorflow\tensorflow\core\common_runtime\bfc_allocator.cc:219] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.16GiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
2020-04-15 10:34:05.460676: W T:\src\github\tensorflow\tensorflow\core\common_runtime\bfc_allocator.cc:219] Allocator (GPU_0_bfc) ran out of memory trying to allocate 1.06GiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
2020-04-15 10:34:05.471788: W T:\src\github\tensorflow\tensorflow\core\common_runtime\bfc_allocator.cc:219] Allocator (GPU_0_bfc) ran out of memory trying to allocate 1.06GiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
2020-04-15 10:34:05.580488: W T:\src\github\tensorflow\tensorflow\core\common_runtime\bfc_allocator.cc:219] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.13GiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
2020-04-15 10:34:05.592449: W T:\src\github\tensorflow\tensorflow\core\common_runtime\bfc_allocator.cc:219] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.13GiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
INFO:tensorflow:Recording summary at step 0.
INFO:tensorflow:Recording summary at step 0.
INFO:tensorflow:global step 1: loss = 15.0434 (19.921 sec/step)
INFO:tensorflow:global step 1: loss = 15.0434 (19.921 sec/step)
# SSD with Mobilenet v1 configuration for MSCOCO Dataset.
# Users should configure the fine_tune_checkpoint field in the train config as
# well as the label_map_path and input_path fields in the train_input_reader and
# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that
# should be configured.

model {
  ssd {
    num_classes: 1
    box_coder {
      faster_rcnn_box_coder {
        y_scale: 10.0
        x_scale: 10.0
        height_scale: 5.0
        width_scale: 5.0
      }
    }
    matcher {
      argmax_matcher {
        matched_threshold: 0.5
        unmatched_threshold: 0.5
        ignore_thresholds: false
        negatives_lower_than_unmatched: true
        force_match_for_each_row: true
      }
    }
    similarity_calculator {
      iou_similarity {
      }
    }
    anchor_generator {
      ssd_anchor_generator {
        num_layers: 6
        min_scale: 0.2
        max_scale: 0.95
        aspect_ratios: 1.0
        aspect_ratios: 2.0
        aspect_ratios: 0.5
        aspect_ratios: 3.0
        aspect_ratios: 0.3333
      }
    }
    image_resizer {
      fixed_shape_resizer {
        height: 300
        width: 300
      }
    }
    box_predictor {
      convolutional_box_predictor {
        min_depth: 0
        max_depth: 0
        num_layers_before_predictor: 0
        use_dropout: false
        dropout_keep_probability: 0.8
        kernel_size: 1
        box_code_size: 4
        apply_sigmoid_to_scores: false
        conv_hyperparams {
          activation: RELU_6,
          regularizer {
            l2_regularizer {
              weight: 0.00004
            }
          }
          initializer {
            truncated_normal_initializer {
              stddev: 0.03
              mean: 0.0
            }
          }
          batch_norm {
            train: true,
            scale: true,
            center: true,
            decay: 0.9997,
            epsilon: 0.001,
          }
        }
      }
    }
    feature_extractor {
      type: 'ssd_mobilenet_v1'
      min_depth: 16
      depth_multiplier: 1.0
      conv_hyperparams {
        activation: RELU_6,
        regularizer {
          l2_regularizer {
            weight: 0.00004
          }
        }
        initializer {
          truncated_normal_initializer {
            stddev: 0.03
            mean: 0.0
          }
        }
        batch_norm {
          train: true,
          scale: true,
          center: true,
          decay: 0.9997,
          epsilon: 0.001,
        }
      }
    }
    loss {
      classification_loss {
        weighted_sigmoid {
        }
      }
      localization_loss {
        weighted_smooth_l1 {
        }
      }
      hard_example_miner {
        num_hard_examples: 3000
        iou_threshold: 0.99
        loss_type: CLASSIFICATION
        max_negatives_per_positive: 3
        min_negatives_per_image: 0
      }
      classification_weight: 1.0
      localization_weight: 1.0
    }
    normalize_loss_by_num_matches: true
    post_processing {
      batch_non_max_suppression {
        score_threshold: 1e-8
        iou_threshold: 0.6
        max_detections_per_class: 100
        max_total_detections: 100
      }
      score_converter: SIGMOID
    }
  }
}

train_config: {
  batch_size: 8
  optimizer {
    rms_prop_optimizer: {
      learning_rate: {
        exponential_decay_learning_rate {
          initial_learning_rate: 0.00001
          decay_steps: 800720
          decay_factor: 0.95
        }
      }
      momentum_optimizer_value: 0.9
      decay: 0.9
      epsilon: 1.0
    }
  }
  fine_tune_checkpoint: "pre-trained-model/model.ckpt"
  from_detection_checkpoint: true
  fine_tune_checkpoint_type: "detection"
  # Note: The below line limits the training process to 200K steps, which we
  # empirically found to be sufficient enough to train the pets dataset. This
  # effectively bypasses the learning rate schedule (the learning rate will
  # never decay). Remove the below line to train indefinitely.
  num_steps: 200000
  data_augmentation_options {
    random_horizontal_flip {
    }
  }
  data_augmentation_options {
    ssd_random_crop {
    }
  }
}

train_input_reader: {
  tf_record_input_reader {
    input_path: "annotations/train.record"
  }
  label_map_path: "annotations/label_map.pbtxt"
}

eval_config: {
  num_examples: 8000
  # Note: The below line limits the evaluation process to 10 evaluations.
  # Remove the below line to evaluate indefinitely.
  max_evals: 10
}

eval_input_reader: {
  tf_record_input_reader {
    input_path: "annotations/test.record"
  }
  label_map_path: "annotations/label_map.pbtxt"
  shuffle: false
  num_readers: 1
}