Models: [object_detection] Training Error: embedded_ssd_mobilenet_v1

Created on 31 Oct 2017 · 13Comments · Source: tensorflow/models

I was following the directions to train a embedded_ssd_mobilenet model that trains the detection network from the provided pre-trained model on the COCO dataset .
pre-trained model : ssd_mobilenet_v1_coco.
https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md

However, I get the ValueError('Number of feature maps is expected to equal the length '
ValueError: Number of feature maps is expected to equal the length of num_anchors_per_location.
Has anyone else seen this issue or any pointers on how I can try to debug it?

Below I show my embedded_ssd_mobilenet_v1_pets.config to set up the experiment:

model {
ssd {
num_classes: 37
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: 'embedded_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 {
anchorwise_output: true
}
}
localization_loss {
weighted_smooth_l1 {
anchorwise_output: true
}
}
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: 24
optimizer {
rms_prop_optimizer: {
learning_rate: {
exponential_decay_learning_rate {
initial_learning_rate: 0.004
decay_steps: 800720
decay_factor: 0.95
}
}
momentum_optimizer_value: 0.9
decay: 0.9
epsilon: 1.0
}
}
fine_tune_checkpoint: "object_detection/ssd_mobilenet_v1_coco_11_06_2017/model.ckpt"
from_detection_checkpoint: true
num_steps: 200000
data_augmentation_options {
random_horizontal_flip {
}
}
data_augmentation_options {
ssd_random_crop {
}
}
}

train_input_reader: {
tf_record_input_reader {
input_path: "object_detection/data/pet_train.record"
}
label_map_path: "object_detection/data/pet_label_map.pbtxt"
}

eval_config: {
num_examples: 2000
max_evals: 10
}

eval_input_reader: {
tf_record_input_reader {
input_path: "object_detection/data/pet_val.record"
}
label_map_path: "object_detection/data/pet_label_map.pbtxt"
shuffle: false
num_readers: 1
}

Traceback (most recent call last):
File "object_detection/train.py", line 165, in
tf.app.run()
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 48, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "object_detection/train.py", line 161, in main
worker_job_name, is_chief, FLAGS.train_dir)
File "/autohome/user/chihyu/tensorflow/models/research/object_detection/trainer.py", line 228, in train
clones = model_deploy.create_clones(deploy_config, model_fn, [input_queue])
File "/autohome/user/chihyu/tensorflow/models/research/slim/deployment/model_deploy.py", line 193, in create_clones
outputs = model_fn(args, *kwargs)
File "/autohome/user/chihyu/tensorflow/models/research/object_detection/trainer.py", line 165, in _create_losses
prediction_dict = detection_model.predict(images)
File "/autohome/user/chihyu/tensorflow/models/research/object_detection/meta_architectures/ssd_meta_arch.py", line 270, in predict
im_width=image_shape[2])
File "/autohome/user/chihyu/tensorflow/models/research/object_detection/core/anchor_generator.py", line 98, in generate
raise ValueError('Number of feature maps is expected to equal the length '
ValueError: Number of feature maps is expected to equal the length of num_anchors_per_location.

System information

define CUDNN_MAJOR 7

define CUDNN_MINOR 0

define CUDNN_PATCHLEVEL 3

GPU model and memory: name: Tesla P100-PCIE-16GB
major: 6 minor: 0 memoryClockRate (GHz) 1.3285
pciBusID 0000:08:00.0
Total memory: 15.89GiB
Free memory: 15.60GiB

Exact command to reproduce: I am using the vanilla train.py command from the object detection README:
python object_detection/train.py
--logtostderr
--train_dir='object_detection/embedded_mobileNet/train'
--pipeline_config_path='object_detection/embedded_mobileNet/embedded_ssd_mobilenet_v1_pets.config'

Source

chihyuwang

Most helpful comment

@chihuahua as you figured out by now, every feature extractor has a corresponding anchor_generator specification (num layers must be equal to the number of feature maps generated by the feature extractgor). In this case you were trying to use a ssd mobilenet v1 pretrained model with the embedded ssd mobilenet config which are in compatible.

@mpeniak It is documented here: https://github.com/tensorflow/models/blob/master/research/object_detection/models/embedded_ssd_mobilenet_v1_feature_extractor.py#L32

tombstone on 10 Nov 2017

👍4

All 13 comments

'Number of feature maps is expected to equal the length '
ValueError: Number of feature maps is expected to equal the length of num_anchors_per_location

this has happened to me when the number of layers for detection is not equivalent to the number of used feature maps.

in ssd_mobilenet_v1_pets.config

ssd_anchor_generator {
num_layers: 6

and in the object_detection/models/ssd_mobilenet_v1_feature_extractor

feature_map_layout = {
'from_layer': ['Conv2d_11_pointwise', 'Conv2d_13_pointwise', '', '', '', ''],
'layer_depth': [-1, -1, 512, 256, 256, 128],

Sorry i have noticed that now you are using embedded_ssd_mobilenet_v1
so it is same problem here the default number of layers u have used in embedded_ssd_mobilenet_v1.config
ssd_anchor_generator {
num_layers: 6

but in /object_detection/models/embedded_ssd_mobilenet_v1_feature_extractor.py
they use only 5 feature maps
https://github.com/tensorflow/models/blob/406ec641c944e57da5a7a80da63d20d262d2047e/research/object_detection/models/embedded_ssd_mobilenet_v1_feature_extractor.py#L33

as it is here
https://github.com/tensorflow/models/blob/406ec641c944e57da5a7a80da63d20d262d2047e/research/object_detection/models/embedded_ssd_mobilenet_v1_feature_extractor.py#L99

feature_map_layout = {
    'from_layer': [
        'Conv2d_11_pointwise', 'Conv2d_13_pointwise', '', '', ''
    ],
    'layer_depth': [-1, -1, 512, 256, 256],
    'conv_kernel_size': [-1, -1, 3, 3, 2],
}

so what you can do just change the line
ssd_anchor_generator {
num_layers: 5
in embedded_ssd_mobilenet_v1.config

saghiralfasly on 1 Nov 2017

👍3

what's the difference between embedded mobilenet-ssd and mobilenet-ssd? I am confused because I am training the latter and did not have these issues...

mpeniak on 2 Nov 2017

thank for saghiralfasly 's help.

after modifying the ssd_mobilenet_v1_pets.config with two places, it works.
(1)num_layers: 5

as the below:

anchor_generator {
ssd_anchor_generator {
num_layers: 5
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
}
}

(2) height: 256
width: 256

as the below:

image_resizer {
  fixed_shape_resizer {
    height: 256
    width: 256
  }
}

chihyuwang on 3 Nov 2017

@mpeniak It is documented here: https://github.com/tensorflow/models/blob/master/research/object_detection/models/embedded_ssd_mobilenet_v1_feature_extractor.py#L32

tombstone on 10 Nov 2017

👍4

When I trained the embedded_ssd_mobilenet_v1 with pretrained model (ssd_mobilenet_v1_coco_11_06_2017) on pet dataset, the nan happened at global step 1894.
Is there anyone who has the same problem??

Below is the result of the embedded_ssd_mobilenet_v1 running on pet dataset.

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_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/beta] not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/gamma] not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_mean] not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance] not available in checkpoint
WARNING:root:Variable [FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/weights] not available in checkpoint
INFO:tensorflow:Summary name /clone_loss is illegal; using clone_loss instead.
INFO:tensorflow:Summary name /clone_loss is illegal; using clone_loss instead.
2017-11-10 10:09:58.364272: I tensorflow/core/platform/cpu_feature_guard.cc:137] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2017-11-10 10:10:01.813587: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1030] Found device 0 with properties:
name: Tesla P100-PCIE-16GB major: 6 minor: 0 memoryClockRate(GHz): 1.3285
pciBusID: 0000:91:00.0
totalMemory: 15.89GiB freeMemory: 15.60GiB
2017-11-10 10:10:01.813628: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1120] Creating TensorFlow device (/device:GPU:0) -> (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:91:00.0, compute capability: 6.0)
INFO:tensorflow:Restoring parameters from object_detection/ssd_mobilenet_v1_coco_11_06_2017/model.ckpt
INFO:tensorflow:Restoring parameters from object_detection/ssd_mobilenet_v1_coco_11_06_2017/model.ckpt
INFO:tensorflow:Starting Session.
INFO:tensorflow:Starting Session.
INFO:tensorflow:Saving checkpoint to path object_detection/data_pets/train/model.ckpt
INFO:tensorflow:Saving checkpoint to path object_detection/data_pets/train/model.ckpt
INFO:tensorflow:Starting Queues.
INFO:tensorflow:Starting Queues.
INFO:tensorflow:global_step/sec: 0
INFO:tensorflow:global_step/sec: 0
INFO:tensorflow:Recording summary at step 0.
INFO:tensorflow:Recording summary at step 0.
INFO:tensorflow:global step 1: loss = 193.7592 (6.362 sec/step)
INFO:tensorflow:global step 1: loss = 193.7592 (6.362 sec/step)
INFO:tensorflow:global step 2: loss = 177.3299 (0.055 sec/step)
INFO:tensorflow:global step 2: loss = 177.3299 (0.055 sec/step)
INFO:tensorflow:global step 3: loss = 164.7132 (0.056 sec/step)
INFO:tensorflow:global step 3: loss = 164.7132 (0.056 sec/step)
INFO:tensorflow:global step 4: loss = 144.2318 (0.055 sec/step)
INFO:tensorflow:global step 4: loss = 144.2318 (0.055 sec/step)
INFO:tensorflow:global step 5: loss = 138.3667 (0.054 sec/step)
INFO:tensorflow:global step 5: loss = 138.3667 (0.054 sec/step)
INFO:tensorflow:global step 6: loss = 129.5203 (0.051 sec/step)
INFO:tensorflow:global step 6: loss = 129.5203 (0.051 sec/step)
INFO:tensorflow:global step 7: loss = 111.2952 (0.056 sec/step)
INFO:tensorflow:global step 7: loss = 111.2952 (0.056 sec/step)
INFO:tensorflow:global step 8: loss = 105.4499 (0.063 sec/step)
INFO:tensorflow:global step 8: loss = 105.4499 (0.063 sec/step)
INFO:tensorflow:global step 9: loss = 99.8798 (0.057 sec/step)
INFO:tensorflow:global step 9: loss = 99.8798 (0.057 sec/step)
INFO:tensorflow:global step 10: loss = 94.3287 (0.056 sec/step)
INFO:tensorflow:global step 10: loss = 94.3287 (0.056 sec/step)
INFO:tensorflow:global step 11: loss = 89.3065 (0.058 sec/step)
INFO:tensorflow:global step 11: loss = 89.3065 (0.058 sec/step)
INFO:tensorflow:global step 12: loss = 85.0439 (0.053 sec/step)
INFO:tensorflow:global step 12: loss = 85.0439 (0.053 sec/step)
INFO:tensorflow:global step 13: loss = 89.3463 (0.060 sec/step)
INFO:tensorflow:global step 13: loss = 89.3463 (0.060 sec/step)
INFO:tensorflow:global step 14: loss = 89.8435 (0.057 sec/step)
INFO:tensorflow:global step 14: loss = 89.8435 (0.057 sec/step)
INFO:tensorflow:global step 15: loss = 95.7116 (0.051 sec/step)
INFO:tensorflow:global step 15: loss = 95.7116 (0.051 sec/step)
INFO:tensorflow:global step 16: loss = 91.7847 (0.055 sec/step)
INFO:tensorflow:global step 16: loss = 91.7847 (0.055 sec/step)
INFO:tensorflow:global step 17: loss = 95.6694 (0.053 sec/step)
INFO:tensorflow:global step 17: loss = 95.6694 (0.053 sec/step)
INFO:tensorflow:global step 18: loss = 89.1036 (0.055 sec/step)
INFO:tensorflow:global step 18: loss = 89.1036 (0.055 sec/step)
INFO:tensorflow:global step 19: loss = 88.8245 (0.057 sec/step)
INFO:tensorflow:global step 19: loss = 88.8245 (0.057 sec/step)
INFO:tensorflow:global step 20: loss = 90.5571 (0.053 sec/step)
INFO:tensorflow:global step 20: loss = 90.5571 (0.053 sec/step)
INFO:tensorflow:global step 21: loss = 92.4673 (0.058 sec/step)
INFO:tensorflow:global step 21: loss = 92.4673 (0.058 sec/step)
INFO:tensorflow:global step 22: loss = 87.1425 (0.059 sec/step)
INFO:tensorflow:global step 22: loss = 87.1425 (0.059 sec/step)
INFO:tensorflow:global step 23: loss = 82.0910 (0.055 sec/step)
INFO:tensorflow:global step 23: loss = 82.0910 (0.055 sec/step)
INFO:tensorflow:global step 24: loss = 100.2122 (0.052 sec/step)
INFO:tensorflow:global step 24: loss = 100.2122 (0.052 sec/step)
INFO:tensorflow:global step 25: loss = 92.0344 (0.055 sec/step)
INFO:tensorflow:global step 25: loss = 92.0344 (0.055 sec/step)
INFO:tensorflow:global step 26: loss = 85.0986 (0.054 sec/step)
INFO:tensorflow:global step 26: loss = 85.0986 (0.054 sec/step)
INFO:tensorflow:global step 27: loss = 79.2687 (0.053 sec/step)
INFO:tensorflow:global step 27: loss = 79.2687 (0.053 sec/step)
INFO:tensorflow:global step 28: loss = 80.1268 (0.055 sec/step)
INFO:tensorflow:global step 28: loss = 80.1268 (0.055 sec/step)
INFO:tensorflow:global step 29: loss = 85.3978 (0.051 sec/step)
INFO:tensorflow:global step 29: loss = 85.3978 (0.051 sec/step)
INFO:tensorflow:global step 30: loss = 91.4542 (0.053 sec/step)
INFO:tensorflow:global step 30: loss = 91.4542 (0.053 sec/step)
INFO:tensorflow:global step 31: loss = 86.5097 (0.054 sec/step)
INFO:tensorflow:global step 31: loss = 86.5097 (0.054 sec/step)
INFO:tensorflow:global step 32: loss = 83.6911 (0.055 sec/step)
INFO:tensorflow:global step 32: loss = 83.6911 (0.055 sec/step)
INFO:tensorflow:global step 33: loss = 87.6438 (0.051 sec/step)
INFO:tensorflow:global step 33: loss = 87.6438 (0.051 sec/step)
INFO:tensorflow:global step 34: loss = 86.0518 (0.054 sec/step)
INFO:tensorflow:global step 34: loss = 86.0518 (0.054 sec/step)
INFO:tensorflow:global step 35: loss = 80.1070 (0.055 sec/step)
INFO:tensorflow:global step 35: loss = 80.1070 (0.055 sec/step)
INFO:tensorflow:global step 36: loss = 78.6966 (0.053 sec/step)
INFO:tensorflow:global step 36: loss = 78.6966 (0.053 sec/step)
INFO:tensorflow:global step 37: loss = 76.9774 (0.053 sec/step)
INFO:tensorflow:global step 37: loss = 76.9774 (0.053 sec/step)
INFO:tensorflow:global step 38: loss = 79.6266 (0.053 sec/step)
INFO:tensorflow:global step 38: loss = 79.6266 (0.053 sec/step)
INFO:tensorflow:global step 39: loss = 84.2320 (0.054 sec/step)
INFO:tensorflow:global step 39: loss = 84.2320 (0.054 sec/step)
INFO:tensorflow:global step 40: loss = 74.0218 (0.054 sec/step)
INFO:tensorflow:global step 40: loss = 74.0218 (0.054 sec/step)
INFO:tensorflow:global step 41: loss = 72.8155 (0.055 sec/step)
INFO:tensorflow:global step 41: loss = 72.8155 (0.055 sec/step)
INFO:tensorflow:global step 42: loss = 79.1798 (0.052 sec/step)
INFO:tensorflow:global step 42: loss = 79.1798 (0.052 sec/step)
INFO:tensorflow:global step 43: loss = 78.4652 (0.053 sec/step)
INFO:tensorflow:global step 43: loss = 78.4652 (0.053 sec/step)
INFO:tensorflow:global step 44: loss = 80.1726 (0.062 sec/step)
INFO:tensorflow:global step 44: loss = 80.1726 (0.062 sec/step)
INFO:tensorflow:global step 45: loss = 75.9216 (0.066 sec/step)
INFO:tensorflow:global step 45: loss = 75.9216 (0.066 sec/step)
INFO:tensorflow:global step 46: loss = 74.7403 (0.052 sec/step)
INFO:tensorflow:global step 46: loss = 74.7403 (0.052 sec/step)
INFO:tensorflow:global step 47: loss = 77.6214 (0.057 sec/step)
INFO:tensorflow:global step 47: loss = 77.6214 (0.057 sec/step)
INFO:tensorflow:global step 48: loss = 81.8874 (0.055 sec/step)
INFO:tensorflow:global step 48: loss = 81.8874 (0.055 sec/step)
INFO:tensorflow:global step 49: loss = 73.5310 (0.057 sec/step)
INFO:tensorflow:global step 49: loss = 73.5310 (0.057 sec/step)
INFO:tensorflow:global step 50: loss = 74.5575 (0.051 sec/step)
INFO:tensorflow:global step 50: loss = 74.5575 (0.051 sec/step)
INFO:tensorflow:global step 51: loss = 72.7103 (0.053 sec/step)
INFO:tensorflow:global step 51: loss = 72.7103 (0.053 sec/step)
INFO:tensorflow:global step 52: loss = 70.9622 (0.062 sec/step)
INFO:tensorflow:global step 52: loss = 70.9622 (0.062 sec/step)
INFO:tensorflow:global step 53: loss = 68.7608 (0.055 sec/step)
INFO:tensorflow:global step 53: loss = 68.7608 (0.055 sec/step)
INFO:tensorflow:global step 54: loss = 76.4398 (0.056 sec/step)
INFO:tensorflow:global step 54: loss = 76.4398 (0.056 sec/step)
INFO:tensorflow:global step 55: loss = 73.0625 (0.050 sec/step)
INFO:tensorflow:global step 55: loss = 73.0625 (0.050 sec/step)
INFO:tensorflow:global step 56: loss = 73.3766 (0.055 sec/step)
INFO:tensorflow:global step 56: loss = 73.3766 (0.055 sec/step)
INFO:tensorflow:global step 57: loss = 65.3241 (0.055 sec/step)
INFO:tensorflow:global step 57: loss = 65.3241 (0.055 sec/step)
INFO:tensorflow:global step 58: loss = 70.1108 (0.052 sec/step)
INFO:tensorflow:global step 58: loss = 70.1108 (0.052 sec/step)
INFO:tensorflow:global step 59: loss = 70.5056 (0.053 sec/step)
INFO:tensorflow:global step 59: loss = 70.5056 (0.053 sec/step)
INFO:tensorflow:global step 60: loss = 77.2717 (0.057 sec/step)
INFO:tensorflow:global step 60: loss = 77.2717 (0.057 sec/step)
INFO:tensorflow:global step 61: loss = 66.4718 (0.055 sec/step)
INFO:tensorflow:global step 61: loss = 66.4718 (0.055 sec/step)
INFO:tensorflow:global step 62: loss = 74.5481 (0.056 sec/step)
INFO:tensorflow:global step 62: loss = 74.5481 (0.056 sec/step)
INFO:tensorflow:global step 63: loss = 65.5432 (0.057 sec/step)
INFO:tensorflow:global step 63: loss = 65.5432 (0.057 sec/step)
INFO:tensorflow:global step 64: loss = 66.7531 (0.055 sec/step)
INFO:tensorflow:global step 64: loss = 66.7531 (0.055 sec/step)
INFO:tensorflow:global step 65: loss = 67.1304 (0.057 sec/step)
INFO:tensorflow:global step 65: loss = 67.1304 (0.057 sec/step)
INFO:tensorflow:global step 66: loss = 70.3755 (0.056 sec/step)
INFO:tensorflow:global step 66: loss = 70.3755 (0.056 sec/step)
INFO:tensorflow:global step 67: loss = 70.8657 (0.058 sec/step)
INFO:tensorflow:global step 67: loss = 70.8657 (0.058 sec/step)
INFO:tensorflow:global step 68: loss = 64.3837 (0.061 sec/step)
INFO:tensorflow:global step 68: loss = 64.3837 (0.061 sec/step)
INFO:tensorflow:global step 69: loss = 66.4167 (0.055 sec/step)
INFO:tensorflow:global step 69: loss = 66.4167 (0.055 sec/step)
INFO:tensorflow:global step 70: loss = 64.5498 (0.054 sec/step)
INFO:tensorflow:global step 70: loss = 64.5498 (0.054 sec/step)
INFO:tensorflow:global step 71: loss = 65.6058 (0.057 sec/step)
INFO:tensorflow:global step 71: loss = 65.6058 (0.057 sec/step)
INFO:tensorflow:global step 72: loss = 0.3883 (0.069 sec/step)
INFO:tensorflow:global step 72: loss = 0.3883 (0.069 sec/step)
INFO:tensorflow:global step 73: loss = 64.3165 (0.057 sec/step)
INFO:tensorflow:global step 73: loss = 64.3165 (0.057 sec/step)
INFO:tensorflow:global step 74: loss = 63.8487 (0.057 sec/step)
INFO:tensorflow:global step 74: loss = 63.8487 (0.057 sec/step)
INFO:tensorflow:global step 75: loss = 61.5427 (0.054 sec/step)
INFO:tensorflow:global step 75: loss = 61.5427 (0.054 sec/step)
INFO:tensorflow:global step 76: loss = 68.3096 (0.054 sec/step)
INFO:tensorflow:global step 76: loss = 68.3096 (0.054 sec/step)
INFO:tensorflow:global step 77: loss = 59.8715 (0.054 sec/step)
INFO:tensorflow:global step 77: loss = 59.8715 (0.054 sec/step)
INFO:tensorflow:global step 78: loss = 69.4236 (0.054 sec/step)
INFO:tensorflow:global step 78: loss = 69.4236 (0.054 sec/step)
INFO:tensorflow:global step 79: loss = 68.1666 (0.057 sec/step)
INFO:tensorflow:global step 79: loss = 68.1666 (0.057 sec/step)
INFO:tensorflow:global step 80: loss = 67.8857 (0.054 sec/step)
INFO:tensorflow:global step 80: loss = 67.8857 (0.054 sec/step)
INFO:tensorflow:global step 81: loss = 58.6160 (0.055 sec/step)
INFO:tensorflow:global step 81: loss = 58.6160 (0.055 sec/step)
INFO:tensorflow:global step 82: loss = 65.2248 (0.054 sec/step)
INFO:tensorflow:global step 82: loss = 65.2248 (0.054 sec/step)
INFO:tensorflow:global step 83: loss = 66.5642 (0.054 sec/step)
INFO:tensorflow:global step 83: loss = 66.5642 (0.054 sec/step)
INFO:tensorflow:global step 84: loss = 70.9727 (0.052 sec/step)
INFO:tensorflow:global step 84: loss = 70.9727 (0.052 sec/step)
INFO:tensorflow:global step 85: loss = 65.6433 (0.052 sec/step)
INFO:tensorflow:global step 85: loss = 65.6433 (0.052 sec/step)
INFO:tensorflow:global step 86: loss = 61.2725 (0.058 sec/step)
INFO:tensorflow:global step 86: loss = 61.2725 (0.058 sec/step)
INFO:tensorflow:global step 87: loss = 61.2438 (0.056 sec/step)
INFO:tensorflow:global step 87: loss = 61.2438 (0.056 sec/step)
INFO:tensorflow:global step 88: loss = 57.8468 (0.054 sec/step)
INFO:tensorflow:global step 88: loss = 57.8468 (0.054 sec/step)
INFO:tensorflow:global step 89: loss = 59.6069 (0.060 sec/step)
INFO:tensorflow:global step 89: loss = 59.6069 (0.060 sec/step)
INFO:tensorflow:global step 90: loss = 62.6628 (0.056 sec/step)
INFO:tensorflow:global step 90: loss = 62.6628 (0.056 sec/step)
INFO:tensorflow:global step 91: loss = 60.9269 (0.054 sec/step)
INFO:tensorflow:global step 91: loss = 60.9269 (0.054 sec/step)
INFO:tensorflow:global step 92: loss = 59.1926 (0.059 sec/step)
INFO:tensorflow:global step 92: loss = 59.1926 (0.059 sec/step)
INFO:tensorflow:global step 93: loss = 57.2588 (0.053 sec/step)
INFO:tensorflow:global step 93: loss = 57.2588 (0.053 sec/step)
INFO:tensorflow:global step 94: loss = 63.1685 (0.055 sec/step)
INFO:tensorflow:global step 94: loss = 63.1685 (0.055 sec/step)
INFO:tensorflow:global step 95: loss = 61.5858 (0.053 sec/step)
INFO:tensorflow:global step 95: loss = 61.5858 (0.053 sec/step)
INFO:tensorflow:global step 96: loss = 54.4901 (0.055 sec/step)
INFO:tensorflow:global step 96: loss = 54.4901 (0.055 sec/step)
INFO:tensorflow:global step 97: loss = 55.3992 (0.054 sec/step)
INFO:tensorflow:global step 97: loss = 55.3992 (0.054 sec/step)
INFO:tensorflow:global step 98: loss = 57.2334 (0.056 sec/step)
INFO:tensorflow:global step 98: loss = 57.2334 (0.056 sec/step)
INFO:tensorflow:global step 99: loss = 59.9026 (0.054 sec/step)
INFO:tensorflow:global step 99: loss = 59.9026 (0.054 sec/step)
INFO:tensorflow:global step 100: loss = 57.7496 (0.061 sec/step)
INFO:tensorflow:global step 100: loss = 57.7496 (0.061 sec/step)
INFO:tensorflow:global step 101: loss = 60.3600 (0.065 sec/step)
INFO:tensorflow:global step 101: loss = 60.3600 (0.065 sec/step)
INFO:tensorflow:global step 102: loss = 60.4920 (0.054 sec/step)
INFO:tensorflow:global step 102: loss = 60.4920 (0.054 sec/step)
INFO:tensorflow:global step 103: loss = 64.6632 (0.060 sec/step)
INFO:tensorflow:global step 103: loss = 64.6632 (0.060 sec/step)
INFO:tensorflow:global step 104: loss = 60.3343 (0.055 sec/step)
INFO:tensorflow:global step 104: loss = 60.3343 (0.055 sec/step)
INFO:tensorflow:global step 105: loss = 57.3602 (0.054 sec/step)
INFO:tensorflow:global step 105: loss = 57.3602 (0.054 sec/step)
INFO:tensorflow:global step 106: loss = 65.4602 (0.054 sec/step)
INFO:tensorflow:global step 106: loss = 65.4602 (0.054 sec/step)
INFO:tensorflow:global step 107: loss = 55.8644 (0.055 sec/step)
INFO:tensorflow:global step 107: loss = 55.8644 (0.055 sec/step)
INFO:tensorflow:global step 108: loss = 59.3461 (0.056 sec/step)
INFO:tensorflow:global step 108: loss = 59.3461 (0.056 sec/step)
INFO:tensorflow:global step 109: loss = 52.7418 (0.056 sec/step)
INFO:tensorflow:global step 109: loss = 52.7418 (0.056 sec/step)
INFO:tensorflow:global step 110: loss = 52.2473 (0.054 sec/step)
INFO:tensorflow:global step 110: loss = 52.2473 (0.054 sec/step)
INFO:tensorflow:global step 111: loss = 51.4184 (0.055 sec/step)
INFO:tensorflow:global step 111: loss = 51.4184 (0.055 sec/step)
INFO:tensorflow:global step 112: loss = 52.7064 (0.056 sec/step)
INFO:tensorflow:global step 112: loss = 52.7064 (0.056 sec/step)
INFO:tensorflow:global step 113: loss = 54.3465 (0.054 sec/step)
INFO:tensorflow:global step 113: loss = 54.3465 (0.054 sec/step)
INFO:tensorflow:global step 114: loss = 52.3515 (0.055 sec/step)
INFO:tensorflow:global step 114: loss = 52.3515 (0.055 sec/step)
INFO:tensorflow:global step 115: loss = 51.1442 (0.058 sec/step)
INFO:tensorflow:global step 115: loss = 51.1442 (0.058 sec/step)
INFO:tensorflow:global step 116: loss = 57.6519 (0.062 sec/step)
INFO:tensorflow:global step 116: loss = 57.6519 (0.062 sec/step)
INFO:tensorflow:global step 117: loss = 56.8907 (0.058 sec/step)
INFO:tensorflow:global step 117: loss = 56.8907 (0.058 sec/step)
INFO:tensorflow:global step 118: loss = 49.4341 (0.055 sec/step)
INFO:tensorflow:global step 118: loss = 49.4341 (0.055 sec/step)
INFO:tensorflow:global step 119: loss = 53.2563 (0.052 sec/step)
INFO:tensorflow:global step 119: loss = 53.2563 (0.052 sec/step)
INFO:tensorflow:global step 120: loss = 55.1305 (0.054 sec/step)
INFO:tensorflow:global step 120: loss = 55.1305 (0.054 sec/step)
INFO:tensorflow:global step 121: loss = 53.2421 (0.058 sec/step)
INFO:tensorflow:global step 121: loss = 53.2421 (0.058 sec/step)
INFO:tensorflow:global step 122: loss = 50.1581 (0.055 sec/step)
INFO:tensorflow:global step 122: loss = 50.1581 (0.055 sec/step)
INFO:tensorflow:global step 123: loss = 51.7771 (0.054 sec/step)
INFO:tensorflow:global step 123: loss = 51.7771 (0.054 sec/step)
INFO:tensorflow:global step 124: loss = 51.4120 (0.052 sec/step)
INFO:tensorflow:global step 124: loss = 51.4120 (0.052 sec/step)
INFO:tensorflow:global step 125: loss = 48.3634 (0.053 sec/step)
INFO:tensorflow:global step 125: loss = 48.3634 (0.053 sec/step)
INFO:tensorflow:global step 126: loss = 52.4337 (0.055 sec/step)
INFO:tensorflow:global step 126: loss = 52.4337 (0.055 sec/step)
INFO:tensorflow:global step 127: loss = 48.6108 (0.059 sec/step)
INFO:tensorflow:global step 127: loss = 48.6108 (0.059 sec/step)
INFO:tensorflow:global step 128: loss = 50.9989 (0.057 sec/step)
INFO:tensorflow:global step 128: loss = 50.9989 (0.057 sec/step)
INFO:tensorflow:global step 129: loss = 49.5416 (0.059 sec/step)
INFO:tensorflow:global step 129: loss = 49.5416 (0.059 sec/step)
INFO:tensorflow:global step 130: loss = 49.6339 (0.054 sec/step)
INFO:tensorflow:global step 130: loss = 49.6339 (0.054 sec/step)
INFO:tensorflow:global step 131: loss = 48.1845 (0.059 sec/step)
INFO:tensorflow:global step 131: loss = 48.1845 (0.059 sec/step)
INFO:tensorflow:global step 132: loss = 50.7155 (0.060 sec/step)
INFO:tensorflow:global step 132: loss = 50.7155 (0.060 sec/step)
INFO:tensorflow:global step 133: loss = 48.8377 (0.057 sec/step)
INFO:tensorflow:global step 133: loss = 48.8377 (0.057 sec/step)
INFO:tensorflow:global step 134: loss = 53.7523 (0.057 sec/step)
INFO:tensorflow:global step 134: loss = 53.7523 (0.057 sec/step)
INFO:tensorflow:global step 135: loss = 51.6964 (0.055 sec/step)
INFO:tensorflow:global step 135: loss = 51.6964 (0.055 sec/step)
INFO:tensorflow:global step 136: loss = 51.3544 (0.055 sec/step)
INFO:tensorflow:global step 136: loss = 51.3544 (0.055 sec/step)
INFO:tensorflow:global step 137: loss = 51.0975 (0.060 sec/step)
INFO:tensorflow:global step 137: loss = 51.0975 (0.060 sec/step)
INFO:tensorflow:global step 138: loss = 46.2279 (0.053 sec/step)
INFO:tensorflow:global step 138: loss = 46.2279 (0.053 sec/step)
INFO:tensorflow:global step 139: loss = 48.3183 (0.051 sec/step)
INFO:tensorflow:global step 139: loss = 48.3183 (0.051 sec/step)
INFO:tensorflow:global step 140: loss = 44.9017 (0.051 sec/step)
INFO:tensorflow:global step 140: loss = 44.9017 (0.051 sec/step)
INFO:tensorflow:global step 141: loss = 54.7202 (0.052 sec/step)
INFO:tensorflow:global step 141: loss = 54.7202 (0.052 sec/step)
INFO:tensorflow:global step 142: loss = 47.8468 (0.056 sec/step)
INFO:tensorflow:global step 142: loss = 47.8468 (0.056 sec/step)
INFO:tensorflow:global step 143: loss = 47.7957 (0.061 sec/step)
INFO:tensorflow:global step 143: loss = 47.7957 (0.061 sec/step)
INFO:tensorflow:global step 144: loss = 48.9887 (0.053 sec/step)
INFO:tensorflow:global step 144: loss = 48.9887 (0.053 sec/step)
INFO:tensorflow:global step 145: loss = 47.8749 (0.055 sec/step)
INFO:tensorflow:global step 145: loss = 47.8749 (0.055 sec/step)
INFO:tensorflow:global step 146: loss = 48.1182 (0.053 sec/step)
INFO:tensorflow:global step 146: loss = 48.1182 (0.053 sec/step)
INFO:tensorflow:global step 147: loss = 49.6302 (0.056 sec/step)
INFO:tensorflow:global step 147: loss = 49.6302 (0.056 sec/step)
INFO:tensorflow:global step 148: loss = 44.2994 (0.054 sec/step)
INFO:tensorflow:global step 148: loss = 44.2994 (0.054 sec/step)
INFO:tensorflow:global step 149: loss = 0.3948 (0.051 sec/step)
INFO:tensorflow:global step 149: loss = 0.3948 (0.051 sec/step)
INFO:tensorflow:global step 150: loss = 42.9072 (0.056 sec/step)
INFO:tensorflow:global step 150: loss = 42.9072 (0.056 sec/step)
INFO:tensorflow:global step 151: loss = 44.1875 (0.058 sec/step)
INFO:tensorflow:global step 151: loss = 44.1875 (0.058 sec/step)
INFO:tensorflow:global step 152: loss = 49.0563 (0.054 sec/step)
INFO:tensorflow:global step 152: loss = 49.0563 (0.054 sec/step)
INFO:tensorflow:global step 153: loss = 42.3832 (0.053 sec/step)
INFO:tensorflow:global step 153: loss = 42.3832 (0.053 sec/step)
INFO:tensorflow:global step 154: loss = 51.5257 (0.055 sec/step)
INFO:tensorflow:global step 154: loss = 51.5257 (0.055 sec/step)
INFO:tensorflow:global step 155: loss = 47.6999 (0.053 sec/step)
INFO:tensorflow:global step 155: loss = 47.6999 (0.053 sec/step)
INFO:tensorflow:global step 156: loss = 45.6163 (0.061 sec/step)
INFO:tensorflow:global step 156: loss = 45.6163 (0.061 sec/step)
INFO:tensorflow:global step 157: loss = 47.0602 (0.053 sec/step)
INFO:tensorflow:global step 157: loss = 47.0602 (0.053 sec/step)
INFO:tensorflow:global step 158: loss = 40.7849 (0.060 sec/step)
INFO:tensorflow:global step 158: loss = 40.7849 (0.060 sec/step)
INFO:tensorflow:global step 159: loss = 41.2105 (0.060 sec/step)
INFO:tensorflow:global step 159: loss = 41.2105 (0.060 sec/step)
INFO:tensorflow:global step 160: loss = 49.3772 (0.053 sec/step)
INFO:tensorflow:global step 160: loss = 49.3772 (0.053 sec/step)
INFO:tensorflow:global step 161: loss = 44.2129 (0.055 sec/step)
INFO:tensorflow:global step 161: loss = 44.2129 (0.055 sec/step)
INFO:tensorflow:global step 162: loss = 44.9264 (0.055 sec/step)
INFO:tensorflow:global step 162: loss = 44.9264 (0.055 sec/step)
INFO:tensorflow:global step 163: loss = 43.0645 (0.068 sec/step)
INFO:tensorflow:global step 163: loss = 43.0645 (0.068 sec/step)
INFO:tensorflow:global step 164: loss = 40.3088 (0.058 sec/step)
INFO:tensorflow:global step 164: loss = 40.3088 (0.058 sec/step)
INFO:tensorflow:global step 165: loss = 43.1541 (0.052 sec/step)
INFO:tensorflow:global step 165: loss = 43.1541 (0.052 sec/step)
INFO:tensorflow:global step 166: loss = 44.5003 (0.054 sec/step)
INFO:tensorflow:global step 166: loss = 44.5003 (0.054 sec/step)
INFO:tensorflow:global step 167: loss = 0.3949 (0.051 sec/step)
INFO:tensorflow:global step 167: loss = 0.3949 (0.051 sec/step)
INFO:tensorflow:global step 168: loss = 40.8228 (0.057 sec/step)
INFO:tensorflow:global step 168: loss = 40.8228 (0.057 sec/step)
INFO:tensorflow:global step 169: loss = 46.3597 (0.053 sec/step)
INFO:tensorflow:global step 169: loss = 46.3597 (0.053 sec/step)
INFO:tensorflow:global step 170: loss = 41.7800 (0.053 sec/step)
INFO:tensorflow:global step 170: loss = 41.7800 (0.053 sec/step)
INFO:tensorflow:global step 171: loss = 44.5635 (0.052 sec/step)
INFO:tensorflow:global step 171: loss = 44.5635 (0.052 sec/step)
INFO:tensorflow:global step 172: loss = 43.4716 (0.052 sec/step)
INFO:tensorflow:global step 172: loss = 43.4716 (0.052 sec/step)
INFO:tensorflow:global step 173: loss = 49.2565 (0.053 sec/step)
INFO:tensorflow:global step 173: loss = 49.2565 (0.053 sec/step)
INFO:tensorflow:global step 174: loss = 36.4564 (0.050 sec/step)
INFO:tensorflow:global step 174: loss = 36.4564 (0.050 sec/step)
INFO:tensorflow:global step 175: loss = 41.9070 (0.050 sec/step)
INFO:tensorflow:global step 175: loss = 41.9070 (0.050 sec/step)
INFO:tensorflow:global step 176: loss = 40.5747 (0.053 sec/step)
INFO:tensorflow:global step 176: loss = 40.5747 (0.053 sec/step)
INFO:tensorflow:global step 177: loss = 42.6714 (0.053 sec/step)
INFO:tensorflow:global step 177: loss = 42.6714 (0.053 sec/step)
INFO:tensorflow:global step 178: loss = 45.7145 (0.053 sec/step)
INFO:tensorflow:global step 178: loss = 45.7145 (0.053 sec/step)
INFO:tensorflow:global step 179: loss = 41.9648 (0.052 sec/step)
INFO:tensorflow:global step 179: loss = 41.9648 (0.052 sec/step)
INFO:tensorflow:global step 180: loss = 46.0602 (0.057 sec/step)
INFO:tensorflow:global step 180: loss = 46.0602 (0.057 sec/step)
INFO:tensorflow:global step 181: loss = 45.0253 (0.053 sec/step)
INFO:tensorflow:global step 181: loss = 45.0253 (0.053 sec/step)
INFO:tensorflow:global step 182: loss = 37.7692 (0.060 sec/step)
INFO:tensorflow:global step 182: loss = 37.7692 (0.060 sec/step)
INFO:tensorflow:global step 183: loss = 45.1308 (0.055 sec/step)
INFO:tensorflow:global step 183: loss = 45.1308 (0.055 sec/step)
INFO:tensorflow:global step 184: loss = 43.1814 (0.055 sec/step)
INFO:tensorflow:global step 184: loss = 43.1814 (0.055 sec/step)
INFO:tensorflow:global step 185: loss = 40.7097 (0.051 sec/step)
INFO:tensorflow:global step 185: loss = 40.7097 (0.051 sec/step)
INFO:tensorflow:global step 186: loss = 0.3952 (0.062 sec/step)
INFO:tensorflow:global step 186: loss = 0.3952 (0.062 sec/step)
INFO:tensorflow:global step 187: loss = 43.2144 (0.057 sec/step)
INFO:tensorflow:global step 187: loss = 43.2144 (0.057 sec/step)
INFO:tensorflow:global step 188: loss = 44.2292 (0.058 sec/step)
INFO:tensorflow:global step 188: loss = 44.2292 (0.058 sec/step)
INFO:tensorflow:global step 189: loss = 40.9023 (0.059 sec/step)
INFO:tensorflow:global step 189: loss = 40.9023 (0.059 sec/step)
INFO:tensorflow:global step 190: loss = 42.3507 (0.056 sec/step)
INFO:tensorflow:global step 190: loss = 42.3507 (0.056 sec/step)
INFO:tensorflow:global step 191: loss = 37.2832 (0.064 sec/step)
INFO:tensorflow:global step 191: loss = 37.2832 (0.064 sec/step)
INFO:tensorflow:global step 192: loss = 41.9631 (0.053 sec/step)
INFO:tensorflow:global step 192: loss = 41.9631 (0.053 sec/step)
INFO:tensorflow:global step 193: loss = 41.6473 (0.054 sec/step)
INFO:tensorflow:global step 193: loss = 41.6473 (0.054 sec/step)
INFO:tensorflow:global step 194: loss = 42.6479 (0.056 sec/step)
INFO:tensorflow:global step 194: loss = 42.6479 (0.056 sec/step)
INFO:tensorflow:global step 195: loss = 41.9908 (0.054 sec/step)
INFO:tensorflow:global step 195: loss = 41.9908 (0.054 sec/step)
INFO:tensorflow:global step 196: loss = 39.6813 (0.063 sec/step)
INFO:tensorflow:global step 196: loss = 39.6813 (0.063 sec/step)
INFO:tensorflow:global step 197: loss = 37.5826 (0.055 sec/step)
INFO:tensorflow:global step 197: loss = 37.5826 (0.055 sec/step)
INFO:tensorflow:global step 198: loss = 40.6253 (0.057 sec/step)
INFO:tensorflow:global step 198: loss = 40.6253 (0.057 sec/step)
INFO:tensorflow:global step 199: loss = 42.4150 (0.053 sec/step)
INFO:tensorflow:global step 199: loss = 42.4150 (0.053 sec/step)
INFO:tensorflow:global step 200: loss = 42.5251 (0.053 sec/step)
INFO:tensorflow:global step 200: loss = 42.5251 (0.053 sec/step)
INFO:tensorflow:global step 201: loss = 38.0818 (0.053 sec/step)
INFO:tensorflow:global step 201: loss = 38.0818 (0.053 sec/step)
INFO:tensorflow:global step 202: loss = 40.3025 (0.060 sec/step)
INFO:tensorflow:global step 202: loss = 40.3025 (0.060 sec/step)
INFO:tensorflow:global step 203: loss = 38.4742 (0.058 sec/step)
INFO:tensorflow:global step 203: loss = 38.4742 (0.058 sec/step)
INFO:tensorflow:global step 204: loss = 39.8945 (0.060 sec/step)
INFO:tensorflow:global step 204: loss = 39.8945 (0.060 sec/step)
INFO:tensorflow:global step 205: loss = 39.3368 (0.056 sec/step)
INFO:tensorflow:global step 205: loss = 39.3368 (0.056 sec/step)
INFO:tensorflow:global step 206: loss = 39.0812 (0.058 sec/step)
INFO:tensorflow:global step 206: loss = 39.0812 (0.058 sec/step)
INFO:tensorflow:global step 207: loss = 0.3953 (0.052 sec/step)
INFO:tensorflow:global step 207: loss = 0.3953 (0.052 sec/step)
INFO:tensorflow:global step 208: loss = 40.7601 (0.056 sec/step)
INFO:tensorflow:global step 208: loss = 40.7601 (0.056 sec/step)
INFO:tensorflow:global step 209: loss = 38.5076 (0.054 sec/step)
INFO:tensorflow:global step 209: loss = 38.5076 (0.054 sec/step)
INFO:tensorflow:global step 210: loss = 36.8098 (0.053 sec/step)
INFO:tensorflow:global step 210: loss = 36.8098 (0.053 sec/step)
INFO:tensorflow:global step 211: loss = 37.2095 (0.054 sec/step)
INFO:tensorflow:global step 211: loss = 37.2095 (0.054 sec/step)
INFO:tensorflow:global step 212: loss = 39.8148 (0.057 sec/step)
INFO:tensorflow:global step 212: loss = 39.8148 (0.057 sec/step)
INFO:tensorflow:global step 213: loss = 37.7742 (0.058 sec/step)
INFO:tensorflow:global step 213: loss = 37.7742 (0.058 sec/step)
INFO:tensorflow:global step 214: loss = 36.7302 (0.059 sec/step)
INFO:tensorflow:global step 214: loss = 36.7302 (0.059 sec/step)
INFO:tensorflow:global step 215: loss = 39.5542 (0.060 sec/step)
INFO:tensorflow:global step 215: loss = 39.5542 (0.060 sec/step)
INFO:tensorflow:global step 216: loss = 40.2270 (0.056 sec/step)
INFO:tensorflow:global step 216: loss = 40.2270 (0.056 sec/step)
INFO:tensorflow:global step 217: loss = 39.9371 (0.058 sec/step)
INFO:tensorflow:global step 217: loss = 39.9371 (0.058 sec/step)
INFO:tensorflow:global step 218: loss = 37.1395 (0.058 sec/step)
INFO:tensorflow:global step 218: loss = 37.1395 (0.058 sec/step)
INFO:tensorflow:global step 219: loss = 38.4846 (0.053 sec/step)
INFO:tensorflow:global step 219: loss = 38.4846 (0.053 sec/step)
INFO:tensorflow:global step 220: loss = 41.7381 (0.053 sec/step)
INFO:tensorflow:global step 220: loss = 41.7381 (0.053 sec/step)
INFO:tensorflow:global step 221: loss = 0.3953 (0.057 sec/step)
INFO:tensorflow:global step 221: loss = 0.3953 (0.057 sec/step)
INFO:tensorflow:global step 222: loss = 39.7371 (0.060 sec/step)
INFO:tensorflow:global step 222: loss = 39.7371 (0.060 sec/step)
INFO:tensorflow:global step 223: loss = 39.4419 (0.059 sec/step)
INFO:tensorflow:global step 223: loss = 39.4419 (0.059 sec/step)
INFO:tensorflow:global step 224: loss = 36.1419 (0.052 sec/step)
INFO:tensorflow:global step 224: loss = 36.1419 (0.052 sec/step)
INFO:tensorflow:global step 225: loss = 40.5142 (0.054 sec/step)
INFO:tensorflow:global step 225: loss = 40.5142 (0.054 sec/step)
INFO:tensorflow:global step 226: loss = 32.0330 (0.058 sec/step)
INFO:tensorflow:global step 226: loss = 32.0330 (0.058 sec/step)
INFO:tensorflow:global step 227: loss = 34.9625 (0.064 sec/step)
INFO:tensorflow:global step 227: loss = 34.9625 (0.064 sec/step)
INFO:tensorflow:global step 228: loss = 33.3222 (0.054 sec/step)
INFO:tensorflow:global step 228: loss = 33.3222 (0.054 sec/step)
INFO:tensorflow:global step 229: loss = 39.9778 (0.052 sec/step)
INFO:tensorflow:global step 229: loss = 39.9778 (0.052 sec/step)
INFO:tensorflow:global step 230: loss = 36.5768 (0.052 sec/step)
INFO:tensorflow:global step 230: loss = 36.5768 (0.052 sec/step)
INFO:tensorflow:global step 231: loss = 38.3041 (0.052 sec/step)
INFO:tensorflow:global step 231: loss = 38.3041 (0.052 sec/step)
INFO:tensorflow:global step 232: loss = 0.3953 (0.055 sec/step)
INFO:tensorflow:global step 232: loss = 0.3953 (0.055 sec/step)
INFO:tensorflow:global step 233: loss = 36.9692 (0.055 sec/step)
INFO:tensorflow:global step 233: loss = 36.9692 (0.055 sec/step)
INFO:tensorflow:global step 234: loss = 35.0092 (0.056 sec/step)
INFO:tensorflow:global step 234: loss = 35.0092 (0.056 sec/step)
INFO:tensorflow:global step 235: loss = 34.1693 (0.064 sec/step)
INFO:tensorflow:global step 235: loss = 34.1693 (0.064 sec/step)
INFO:tensorflow:global step 236: loss = 39.8052 (0.059 sec/step)
INFO:tensorflow:global step 236: loss = 39.8052 (0.059 sec/step)
INFO:tensorflow:global step 237: loss = 32.7765 (0.055 sec/step)
INFO:tensorflow:global step 237: loss = 32.7765 (0.055 sec/step)
INFO:tensorflow:global step 238: loss = 42.3113 (0.057 sec/step)
INFO:tensorflow:global step 238: loss = 42.3113 (0.057 sec/step)
INFO:tensorflow:global step 239: loss = 39.2920 (0.051 sec/step)
INFO:tensorflow:global step 239: loss = 39.2920 (0.051 sec/step)
INFO:tensorflow:global step 240: loss = 36.4152 (0.057 sec/step)
INFO:tensorflow:global step 240: loss = 36.4152 (0.057 sec/step)
INFO:tensorflow:global step 241: loss = 35.6589 (0.056 sec/step)
INFO:tensorflow:global step 241: loss = 35.6589 (0.056 sec/step)
INFO:tensorflow:global step 242: loss = 35.0951 (0.055 sec/step)
INFO:tensorflow:global step 242: loss = 35.0951 (0.055 sec/step)
INFO:tensorflow:global step 243: loss = 31.9320 (0.060 sec/step)
INFO:tensorflow:global step 243: loss = 31.9320 (0.060 sec/step)
INFO:tensorflow:global step 244: loss = 36.0212 (0.058 sec/step)
INFO:tensorflow:global step 244: loss = 36.0212 (0.058 sec/step)
INFO:tensorflow:global step 245: loss = 34.9054 (0.055 sec/step)
INFO:tensorflow:global step 245: loss = 34.9054 (0.055 sec/step)
INFO:tensorflow:global step 246: loss = 32.9874 (0.056 sec/step)
INFO:tensorflow:global step 246: loss = 32.9874 (0.056 sec/step)
INFO:tensorflow:global step 247: loss = 0.3954 (0.053 sec/step)
INFO:tensorflow:global step 247: loss = 0.3954 (0.053 sec/step)
INFO:tensorflow:global step 248: loss = 32.2095 (0.062 sec/step)
INFO:tensorflow:global step 248: loss = 32.2095 (0.062 sec/step)
INFO:tensorflow:global step 249: loss = 31.8615 (0.058 sec/step)
INFO:tensorflow:global step 249: loss = 31.8615 (0.058 sec/step)
INFO:tensorflow:global step 250: loss = 31.2877 (0.056 sec/step)
INFO:tensorflow:global step 250: loss = 31.2877 (0.056 sec/step)
INFO:tensorflow:global step 251: loss = 33.7696 (0.055 sec/step)
INFO:tensorflow:global step 251: loss = 33.7696 (0.055 sec/step)
INFO:tensorflow:global step 252: loss = 32.7278 (0.054 sec/step)
INFO:tensorflow:global step 252: loss = 32.7278 (0.054 sec/step)
INFO:tensorflow:global step 253: loss = 34.6992 (0.056 sec/step)
INFO:tensorflow:global step 253: loss = 34.6992 (0.056 sec/step)
INFO:tensorflow:global step 254: loss = 34.9017 (0.055 sec/step)
INFO:tensorflow:global step 254: loss = 34.9017 (0.055 sec/step)
INFO:tensorflow:global step 255: loss = 33.2617 (0.057 sec/step)
INFO:tensorflow:global step 255: loss = 33.2617 (0.057 sec/step)
INFO:tensorflow:global step 256: loss = 34.0522 (0.055 sec/step)
INFO:tensorflow:global step 256: loss = 34.0522 (0.055 sec/step)
INFO:tensorflow:global step 257: loss = 35.5989 (0.056 sec/step)
INFO:tensorflow:global step 257: loss = 35.5989 (0.056 sec/step)
INFO:tensorflow:global step 258: loss = 31.3124 (0.056 sec/step)
INFO:tensorflow:global step 258: loss = 31.3124 (0.056 sec/step)
INFO:tensorflow:global step 259: loss = 33.8971 (0.059 sec/step)
INFO:tensorflow:global step 259: loss = 33.8971 (0.059 sec/step)
INFO:tensorflow:global step 260: loss = 32.7406 (0.060 sec/step)
INFO:tensorflow:global step 260: loss = 32.7406 (0.060 sec/step)
INFO:tensorflow:global step 261: loss = 33.7841 (0.056 sec/step)
INFO:tensorflow:global step 261: loss = 33.7841 (0.056 sec/step)
INFO:tensorflow:global step 262: loss = 34.2484 (0.056 sec/step)
INFO:tensorflow:global step 262: loss = 34.2484 (0.056 sec/step)
INFO:tensorflow:global step 263: loss = 30.4094 (0.052 sec/step)
INFO:tensorflow:global step 263: loss = 30.4094 (0.052 sec/step)
INFO:tensorflow:global step 264: loss = 36.1932 (0.056 sec/step)
INFO:tensorflow:global step 264: loss = 36.1932 (0.056 sec/step)
INFO:tensorflow:global step 265: loss = 37.5826 (0.055 sec/step)
INFO:tensorflow:global step 265: loss = 37.5826 (0.055 sec/step)
INFO:tensorflow:global step 266: loss = 32.5561 (0.052 sec/step)
INFO:tensorflow:global step 266: loss = 32.5561 (0.052 sec/step)
INFO:tensorflow:global step 267: loss = 32.5483 (0.051 sec/step)
INFO:tensorflow:global step 267: loss = 32.5483 (0.051 sec/step)
INFO:tensorflow:global step 268: loss = 29.8454 (0.051 sec/step)
INFO:tensorflow:global step 268: loss = 29.8454 (0.051 sec/step)
INFO:tensorflow:global step 269: loss = 31.3412 (0.056 sec/step)
INFO:tensorflow:global step 269: loss = 31.3412 (0.056 sec/step)
INFO:tensorflow:global step 270: loss = 32.2651 (0.055 sec/step)
INFO:tensorflow:global step 270: loss = 32.2651 (0.055 sec/step)
INFO:tensorflow:global step 271: loss = 30.2770 (0.056 sec/step)
INFO:tensorflow:global step 271: loss = 30.2770 (0.056 sec/step)
INFO:tensorflow:global step 272: loss = 36.3013 (0.052 sec/step)
INFO:tensorflow:global step 272: loss = 36.3013 (0.052 sec/step)
INFO:tensorflow:global step 273: loss = 29.9493 (0.056 sec/step)
INFO:tensorflow:global step 273: loss = 29.9493 (0.056 sec/step)
INFO:tensorflow:global step 274: loss = 29.9793 (0.052 sec/step)
INFO:tensorflow:global step 274: loss = 29.9793 (0.052 sec/step)
INFO:tensorflow:global step 275: loss = 27.3517 (0.055 sec/step)
INFO:tensorflow:global step 275: loss = 27.3517 (0.055 sec/step)
INFO:tensorflow:global step 276: loss = 31.5410 (0.054 sec/step)
INFO:tensorflow:global step 276: loss = 31.5410 (0.054 sec/step)
INFO:tensorflow:global step 277: loss = 31.1875 (0.055 sec/step)
INFO:tensorflow:global step 277: loss = 31.1875 (0.055 sec/step)
INFO:tensorflow:global step 278: loss = 32.7598 (0.054 sec/step)
INFO:tensorflow:global step 278: loss = 32.7598 (0.054 sec/step)
INFO:tensorflow:global step 279: loss = 29.7448 (0.056 sec/step)
INFO:tensorflow:global step 279: loss = 29.7448 (0.056 sec/step)
INFO:tensorflow:global step 280: loss = 28.9720 (0.054 sec/step)
INFO:tensorflow:global step 280: loss = 28.9720 (0.054 sec/step)
INFO:tensorflow:global step 281: loss = 27.6717 (0.054 sec/step)
INFO:tensorflow:global step 281: loss = 27.6717 (0.054 sec/step)
INFO:tensorflow:global step 282: loss = 35.6821 (0.054 sec/step)
INFO:tensorflow:global step 282: loss = 35.6821 (0.054 sec/step)
INFO:tensorflow:global step 283: loss = 29.0166 (0.063 sec/step)
INFO:tensorflow:global step 283: loss = 29.0166 (0.063 sec/step)
INFO:tensorflow:global step 284: loss = 30.4539 (0.052 sec/step)
INFO:tensorflow:global step 284: loss = 30.4539 (0.052 sec/step)
INFO:tensorflow:global step 285: loss = 36.8477 (0.053 sec/step)
INFO:tensorflow:global step 285: loss = 36.8477 (0.053 sec/step)
INFO:tensorflow:global step 286: loss = 30.7915 (0.055 sec/step)
INFO:tensorflow:global step 286: loss = 30.7915 (0.055 sec/step)
INFO:tensorflow:global step 287: loss = 0.3957 (0.052 sec/step)
INFO:tensorflow:global step 287: loss = 0.3957 (0.052 sec/step)
INFO:tensorflow:global step 288: loss = 0.3957 (0.051 sec/step)
INFO:tensorflow:global step 288: loss = 0.3957 (0.051 sec/step)
INFO:tensorflow:global step 289: loss = 34.6820 (0.052 sec/step)
INFO:tensorflow:global step 289: loss = 34.6820 (0.052 sec/step)
INFO:tensorflow:global step 290: loss = 28.9576 (0.057 sec/step)
INFO:tensorflow:global step 290: loss = 28.9576 (0.057 sec/step)
INFO:tensorflow:global step 291: loss = 28.5277 (0.059 sec/step)
INFO:tensorflow:global step 291: loss = 28.5277 (0.059 sec/step)
INFO:tensorflow:global step 292: loss = 34.6946 (0.053 sec/step)
INFO:tensorflow:global step 292: loss = 34.6946 (0.053 sec/step)
INFO:tensorflow:global step 293: loss = 31.4496 (0.056 sec/step)
INFO:tensorflow:global step 293: loss = 31.4496 (0.056 sec/step)
INFO:tensorflow:global step 294: loss = 33.3136 (0.055 sec/step)
INFO:tensorflow:global step 294: loss = 33.3136 (0.055 sec/step)
INFO:tensorflow:global step 295: loss = 33.3826 (0.053 sec/step)
INFO:tensorflow:global step 295: loss = 33.3826 (0.053 sec/step)
INFO:tensorflow:global step 296: loss = 34.4455 (0.055 sec/step)
INFO:tensorflow:global step 296: loss = 34.4455 (0.055 sec/step)
INFO:tensorflow:global step 297: loss = 30.8482 (0.053 sec/step)
INFO:tensorflow:global step 297: loss = 30.8482 (0.053 sec/step)
INFO:tensorflow:global step 298: loss = 29.4855 (0.052 sec/step)
INFO:tensorflow:global step 298: loss = 29.4855 (0.052 sec/step)
INFO:tensorflow:global step 299: loss = 30.0960 (0.052 sec/step)
INFO:tensorflow:global step 299: loss = 30.0960 (0.052 sec/step)
INFO:tensorflow:global step 300: loss = 28.7857 (0.054 sec/step)
INFO:tensorflow:global step 300: loss = 28.7857 (0.054 sec/step)
INFO:tensorflow:global step 301: loss = 26.9632 (0.052 sec/step)
INFO:tensorflow:global step 301: loss = 26.9632 (0.052 sec/step)
INFO:tensorflow:global step 302: loss = 28.9019 (0.052 sec/step)
INFO:tensorflow:global step 302: loss = 28.9019 (0.052 sec/step)
INFO:tensorflow:global step 303: loss = 26.7549 (0.064 sec/step)
INFO:tensorflow:global step 303: loss = 26.7549 (0.064 sec/step)
INFO:tensorflow:global step 304: loss = 28.4689 (0.053 sec/step)
INFO:tensorflow:global step 304: loss = 28.4689 (0.053 sec/step)
INFO:tensorflow:global step 305: loss = 26.7948 (0.055 sec/step)
INFO:tensorflow:global step 305: loss = 26.7948 (0.055 sec/step)
INFO:tensorflow:global step 306: loss = 32.8173 (0.057 sec/step)
INFO:tensorflow:global step 306: loss = 32.8173 (0.057 sec/step)
INFO:tensorflow:global step 307: loss = 31.4060 (0.056 sec/step)
INFO:tensorflow:global step 307: loss = 31.4060 (0.056 sec/step)
INFO:tensorflow:global step 308: loss = 30.0928 (0.052 sec/step)
INFO:tensorflow:global step 308: loss = 30.0928 (0.052 sec/step)
INFO:tensorflow:global step 309: loss = 30.1832 (0.054 sec/step)
INFO:tensorflow:global step 309: loss = 30.1832 (0.054 sec/step)
INFO:tensorflow:global step 310: loss = 27.4361 (0.053 sec/step)
INFO:tensorflow:global step 310: loss = 27.4361 (0.053 sec/step)
INFO:tensorflow:global step 311: loss = 29.3193 (0.056 sec/step)
INFO:tensorflow:global step 311: loss = 29.3193 (0.056 sec/step)
INFO:tensorflow:global step 312: loss = 33.2124 (0.054 sec/step)
INFO:tensorflow:global step 312: loss = 33.2124 (0.054 sec/step)
INFO:tensorflow:global step 313: loss = 32.1830 (0.058 sec/step)
INFO:tensorflow:global step 313: loss = 32.1830 (0.058 sec/step)
INFO:tensorflow:global step 314: loss = 29.0951 (0.052 sec/step)
INFO:tensorflow:global step 314: loss = 29.0951 (0.052 sec/step)
INFO:tensorflow:global step 315: loss = 27.4286 (0.053 sec/step)
INFO:tensorflow:global step 315: loss = 27.4286 (0.053 sec/step)
INFO:tensorflow:global step 316: loss = 29.7692 (0.050 sec/step)
INFO:tensorflow:global step 316: loss = 29.7692 (0.050 sec/step)
INFO:tensorflow:global step 317: loss = 29.8042 (0.054 sec/step)
INFO:tensorflow:global step 317: loss = 29.8042 (0.054 sec/step)
INFO:tensorflow:global step 318: loss = 25.8525 (0.051 sec/step)
INFO:tensorflow:global step 318: loss = 25.8525 (0.051 sec/step)
INFO:tensorflow:global step 319: loss = 31.7692 (0.054 sec/step)
INFO:tensorflow:global step 319: loss = 31.7692 (0.054 sec/step)
INFO:tensorflow:global step 320: loss = 28.8099 (0.054 sec/step)
INFO:tensorflow:global step 320: loss = 28.8099 (0.054 sec/step)
INFO:tensorflow:global step 321: loss = 29.8449 (0.052 sec/step)
INFO:tensorflow:global step 321: loss = 29.8449 (0.052 sec/step)
INFO:tensorflow:global step 322: loss = 28.9054 (0.054 sec/step)
INFO:tensorflow:global step 322: loss = 28.9054 (0.054 sec/step)
INFO:tensorflow:global step 323: loss = 25.5269 (0.053 sec/step)
INFO:tensorflow:global step 323: loss = 25.5269 (0.053 sec/step)
INFO:tensorflow:global step 324: loss = 31.0237 (0.053 sec/step)
INFO:tensorflow:global step 324: loss = 31.0237 (0.053 sec/step)
INFO:tensorflow:global step 325: loss = 31.3650 (0.053 sec/step)
INFO:tensorflow:global step 325: loss = 31.3650 (0.053 sec/step)
INFO:tensorflow:global step 326: loss = 29.0879 (0.053 sec/step)
INFO:tensorflow:global step 326: loss = 29.0879 (0.053 sec/step)
INFO:tensorflow:global step 327: loss = 25.2100 (0.054 sec/step)
INFO:tensorflow:global step 327: loss = 25.2100 (0.054 sec/step)
INFO:tensorflow:global step 328: loss = 30.4507 (0.053 sec/step)
INFO:tensorflow:global step 328: loss = 30.4507 (0.053 sec/step)
INFO:tensorflow:global step 329: loss = 30.4969 (0.053 sec/step)
INFO:tensorflow:global step 329: loss = 30.4969 (0.053 sec/step)
INFO:tensorflow:global step 330: loss = 29.0657 (0.054 sec/step)
INFO:tensorflow:global step 330: loss = 29.0657 (0.054 sec/step)
INFO:tensorflow:global step 331: loss = 33.5687 (0.053 sec/step)
INFO:tensorflow:global step 331: loss = 33.5687 (0.053 sec/step)
INFO:tensorflow:global step 332: loss = 30.3110 (0.056 sec/step)
INFO:tensorflow:global step 332: loss = 30.3110 (0.056 sec/step)
INFO:tensorflow:global step 333: loss = 27.8760 (0.053 sec/step)
INFO:tensorflow:global step 333: loss = 27.8760 (0.053 sec/step)
INFO:tensorflow:global step 334: loss = 25.3067 (0.053 sec/step)
INFO:tensorflow:global step 334: loss = 25.3067 (0.053 sec/step)
INFO:tensorflow:global step 335: loss = 29.8422 (0.055 sec/step)
INFO:tensorflow:global step 335: loss = 29.8422 (0.055 sec/step)
INFO:tensorflow:global step 336: loss = 28.0172 (0.055 sec/step)
INFO:tensorflow:global step 336: loss = 28.0172 (0.055 sec/step)
INFO:tensorflow:global step 337: loss = 34.4961 (0.054 sec/step)
INFO:tensorflow:global step 337: loss = 34.4961 (0.054 sec/step)
INFO:tensorflow:global step 338: loss = 28.8890 (0.052 sec/step)
INFO:tensorflow:global step 338: loss = 28.8890 (0.052 sec/step)
INFO:tensorflow:global step 339: loss = 27.2725 (0.067 sec/step)
INFO:tensorflow:global step 339: loss = 27.2725 (0.067 sec/step)
INFO:tensorflow:global step 340: loss = 27.8736 (0.055 sec/step)
INFO:tensorflow:global step 340: loss = 27.8736 (0.055 sec/step)
INFO:tensorflow:global step 341: loss = 27.5989 (0.054 sec/step)
INFO:tensorflow:global step 341: loss = 27.5989 (0.054 sec/step)
INFO:tensorflow:global step 342: loss = 26.6113 (0.056 sec/step)
INFO:tensorflow:global step 342: loss = 26.6113 (0.056 sec/step)
INFO:tensorflow:global step 343: loss = 28.8384 (0.054 sec/step)
INFO:tensorflow:global step 343: loss = 28.8384 (0.054 sec/step)
INFO:tensorflow:global step 344: loss = 26.9249 (0.053 sec/step)
INFO:tensorflow:global step 344: loss = 26.9249 (0.053 sec/step)
INFO:tensorflow:global step 345: loss = 26.6535 (0.053 sec/step)
INFO:tensorflow:global step 345: loss = 26.6535 (0.053 sec/step)
INFO:tensorflow:global step 346: loss = 31.5949 (0.054 sec/step)
INFO:tensorflow:global step 346: loss = 31.5949 (0.054 sec/step)
INFO:tensorflow:global step 347: loss = 26.1382 (0.058 sec/step)
INFO:tensorflow:global step 347: loss = 26.1382 (0.058 sec/step)
INFO:tensorflow:global step 348: loss = 26.0403 (0.056 sec/step)
INFO:tensorflow:global step 348: loss = 26.0403 (0.056 sec/step)
INFO:tensorflow:global step 349: loss = 26.7507 (0.052 sec/step)
INFO:tensorflow:global step 349: loss = 26.7507 (0.052 sec/step)
INFO:tensorflow:global step 350: loss = 28.1439 (0.054 sec/step)
INFO:tensorflow:global step 350: loss = 28.1439 (0.054 sec/step)
INFO:tensorflow:global step 351: loss = 29.8184 (0.058 sec/step)
INFO:tensorflow:global step 351: loss = 29.8184 (0.058 sec/step)
INFO:tensorflow:global step 352: loss = 27.8772 (0.056 sec/step)
INFO:tensorflow:global step 352: loss = 27.8772 (0.056 sec/step)
INFO:tensorflow:global step 353: loss = 25.1194 (0.053 sec/step)
INFO:tensorflow:global step 353: loss = 25.1194 (0.053 sec/step)
INFO:tensorflow:global step 354: loss = 27.6160 (0.056 sec/step)
INFO:tensorflow:global step 354: loss = 27.6160 (0.056 sec/step)
INFO:tensorflow:global step 355: loss = 29.1670 (0.054 sec/step)
INFO:tensorflow:global step 355: loss = 29.1670 (0.054 sec/step)
INFO:tensorflow:global step 356: loss = 25.2632 (0.058 sec/step)
INFO:tensorflow:global step 356: loss = 25.2632 (0.058 sec/step)
INFO:tensorflow:global step 357: loss = 26.4670 (0.053 sec/step)
INFO:tensorflow:global step 357: loss = 26.4670 (0.053 sec/step)
INFO:tensorflow:global step 358: loss = 23.1112 (0.056 sec/step)
INFO:tensorflow:global step 358: loss = 23.1112 (0.056 sec/step)
INFO:tensorflow:global step 359: loss = 28.0500 (0.061 sec/step)
INFO:tensorflow:global step 359: loss = 28.0500 (0.061 sec/step)
INFO:tensorflow:global step 360: loss = 30.3465 (0.058 sec/step)
INFO:tensorflow:global step 360: loss = 30.3465 (0.058 sec/step)
INFO:tensorflow:global step 361: loss = 26.5615 (0.052 sec/step)
INFO:tensorflow:global step 361: loss = 26.5615 (0.052 sec/step)
INFO:tensorflow:global step 362: loss = 26.0544 (0.054 sec/step)
INFO:tensorflow:global step 362: loss = 26.0544 (0.054 sec/step)
INFO:tensorflow:global step 363: loss = 31.4199 (0.058 sec/step)
INFO:tensorflow:global step 363: loss = 31.4199 (0.058 sec/step)
INFO:tensorflow:global step 364: loss = 22.4090 (0.057 sec/step)
INFO:tensorflow:global step 364: loss = 22.4090 (0.057 sec/step)
INFO:tensorflow:global step 365: loss = 24.0565 (0.053 sec/step)
INFO:tensorflow:global step 365: loss = 24.0565 (0.053 sec/step)
INFO:tensorflow:global step 366: loss = 26.7808 (0.056 sec/step)
INFO:tensorflow:global step 366: loss = 26.7808 (0.056 sec/step)
INFO:tensorflow:global step 367: loss = 25.3343 (0.056 sec/step)
INFO:tensorflow:global step 367: loss = 25.3343 (0.056 sec/step)
INFO:tensorflow:global step 368: loss = 25.6937 (0.053 sec/step)
INFO:tensorflow:global step 368: loss = 25.6937 (0.053 sec/step)
INFO:tensorflow:global step 369: loss = 29.4819 (0.057 sec/step)
INFO:tensorflow:global step 369: loss = 29.4819 (0.057 sec/step)
INFO:tensorflow:global step 370: loss = 28.8226 (0.060 sec/step)
INFO:tensorflow:global step 370: loss = 28.8226 (0.060 sec/step)
INFO:tensorflow:global step 371: loss = 20.5764 (0.055 sec/step)
INFO:tensorflow:global step 371: loss = 20.5764 (0.055 sec/step)
INFO:tensorflow:global step 372: loss = 30.2071 (0.054 sec/step)
INFO:tensorflow:global step 372: loss = 30.2071 (0.054 sec/step)
INFO:tensorflow:global step 373: loss = 27.0368 (0.058 sec/step)
INFO:tensorflow:global step 373: loss = 27.0368 (0.058 sec/step)
INFO:tensorflow:global step 374: loss = 27.5240 (0.052 sec/step)
INFO:tensorflow:global step 374: loss = 27.5240 (0.052 sec/step)
INFO:tensorflow:global step 375: loss = 26.6620 (0.055 sec/step)
INFO:tensorflow:global step 375: loss = 26.6620 (0.055 sec/step)
INFO:tensorflow:global step 376: loss = 31.1383 (0.054 sec/step)
INFO:tensorflow:global step 376: loss = 31.1383 (0.054 sec/step)
INFO:tensorflow:global step 377: loss = 25.5628 (0.059 sec/step)
INFO:tensorflow:global step 377: loss = 25.5628 (0.059 sec/step)
INFO:tensorflow:global step 378: loss = 26.8562 (0.053 sec/step)
INFO:tensorflow:global step 378: loss = 26.8562 (0.053 sec/step)
INFO:tensorflow:global step 379: loss = 22.7593 (0.053 sec/step)
INFO:tensorflow:global step 379: loss = 22.7593 (0.053 sec/step)
INFO:tensorflow:global step 380: loss = 24.8015 (0.056 sec/step)
INFO:tensorflow:global step 380: loss = 24.8015 (0.056 sec/step)
INFO:tensorflow:global step 381: loss = 26.8898 (0.057 sec/step)
INFO:tensorflow:global step 381: loss = 26.8898 (0.057 sec/step)
INFO:tensorflow:global step 382: loss = 27.3494 (0.054 sec/step)
INFO:tensorflow:global step 382: loss = 27.3494 (0.054 sec/step)
INFO:tensorflow:global step 383: loss = 31.1056 (0.050 sec/step)
INFO:tensorflow:global step 383: loss = 31.1056 (0.050 sec/step)
INFO:tensorflow:global step 384: loss = 26.5327 (0.053 sec/step)
INFO:tensorflow:global step 384: loss = 26.5327 (0.053 sec/step)
INFO:tensorflow:global step 385: loss = 27.1005 (0.058 sec/step)
INFO:tensorflow:global step 385: loss = 27.1005 (0.058 sec/step)
INFO:tensorflow:global step 386: loss = 25.0681 (0.057 sec/step)
INFO:tensorflow:global step 386: loss = 25.0681 (0.057 sec/step)
INFO:tensorflow:global step 387: loss = 24.9293 (0.052 sec/step)
INFO:tensorflow:global step 387: loss = 24.9293 (0.052 sec/step)
INFO:tensorflow:global step 388: loss = 24.8669 (0.057 sec/step)
INFO:tensorflow:global step 388: loss = 24.8669 (0.057 sec/step)
INFO:tensorflow:global step 389: loss = 31.4878 (0.053 sec/step)
INFO:tensorflow:global step 389: loss = 31.4878 (0.053 sec/step)
INFO:tensorflow:global step 390: loss = 22.5662 (0.056 sec/step)
INFO:tensorflow:global step 390: loss = 22.5662 (0.056 sec/step)
INFO:tensorflow:global step 391: loss = 27.0130 (0.058 sec/step)
INFO:tensorflow:global step 391: loss = 27.0130 (0.058 sec/step)
INFO:tensorflow:global step 392: loss = 30.9239 (0.054 sec/step)
INFO:tensorflow:global step 392: loss = 30.9239 (0.054 sec/step)
INFO:tensorflow:global step 393: loss = 27.8838 (0.054 sec/step)
INFO:tensorflow:global step 393: loss = 27.8838 (0.054 sec/step)
INFO:tensorflow:global step 394: loss = 21.3593 (0.056 sec/step)
INFO:tensorflow:global step 394: loss = 21.3593 (0.056 sec/step)
INFO:tensorflow:global step 395: loss = 21.0489 (0.054 sec/step)
INFO:tensorflow:global step 395: loss = 21.0489 (0.054 sec/step)
INFO:tensorflow:global step 396: loss = 27.5720 (0.056 sec/step)
INFO:tensorflow:global step 396: loss = 27.5720 (0.056 sec/step)
INFO:tensorflow:global step 397: loss = 25.6882 (0.053 sec/step)
INFO:tensorflow:global step 397: loss = 25.6882 (0.053 sec/step)
INFO:tensorflow:global step 398: loss = 24.0296 (0.053 sec/step)
INFO:tensorflow:global step 398: loss = 24.0296 (0.053 sec/step)
INFO:tensorflow:global step 399: loss = 0.3957 (0.053 sec/step)
INFO:tensorflow:global step 399: loss = 0.3957 (0.053 sec/step)
INFO:tensorflow:global step 400: loss = 28.3980 (0.051 sec/step)
INFO:tensorflow:global step 400: loss = 28.3980 (0.051 sec/step)
INFO:tensorflow:global step 401: loss = 39.4216 (0.051 sec/step)
INFO:tensorflow:global step 401: loss = 39.4216 (0.051 sec/step)
INFO:tensorflow:global step 402: loss = 23.3130 (0.058 sec/step)
INFO:tensorflow:global step 402: loss = 23.3130 (0.058 sec/step)
INFO:tensorflow:global step 403: loss = 25.6446 (0.052 sec/step)
INFO:tensorflow:global step 403: loss = 25.6446 (0.052 sec/step)
INFO:tensorflow:global step 404: loss = 28.6932 (0.052 sec/step)
INFO:tensorflow:global step 404: loss = 28.6932 (0.052 sec/step)
INFO:tensorflow:global step 405: loss = 26.4314 (0.053 sec/step)
INFO:tensorflow:global step 405: loss = 26.4314 (0.053 sec/step)
INFO:tensorflow:global step 406: loss = 22.7024 (0.056 sec/step)
INFO:tensorflow:global step 406: loss = 22.7024 (0.056 sec/step)
INFO:tensorflow:global step 407: loss = 27.2547 (0.055 sec/step)
INFO:tensorflow:global step 407: loss = 27.2547 (0.055 sec/step)
INFO:tensorflow:global step 408: loss = 24.7652 (0.054 sec/step)
INFO:tensorflow:global step 408: loss = 24.7652 (0.054 sec/step)
INFO:tensorflow:global step 409: loss = 23.2406 (0.053 sec/step)
INFO:tensorflow:global step 409: loss = 23.2406 (0.053 sec/step)
INFO:tensorflow:global step 410: loss = 22.4140 (0.052 sec/step)
INFO:tensorflow:global step 410: loss = 22.4140 (0.052 sec/step)
INFO:tensorflow:global step 411: loss = 24.2479 (0.051 sec/step)
INFO:tensorflow:global step 411: loss = 24.2479 (0.051 sec/step)
INFO:tensorflow:global step 412: loss = 22.7287 (0.053 sec/step)
INFO:tensorflow:global step 412: loss = 22.7287 (0.053 sec/step)
INFO:tensorflow:global step 413: loss = 25.2182 (0.053 sec/step)
INFO:tensorflow:global step 413: loss = 25.2182 (0.053 sec/step)
INFO:tensorflow:global step 414: loss = 21.8440 (0.054 sec/step)
INFO:tensorflow:global step 414: loss = 21.8440 (0.054 sec/step)
INFO:tensorflow:global step 415: loss = 23.9137 (0.053 sec/step)
INFO:tensorflow:global step 415: loss = 23.9137 (0.053 sec/step)
INFO:tensorflow:global step 416: loss = 24.5662 (0.053 sec/step)
INFO:tensorflow:global step 416: loss = 24.5662 (0.053 sec/step)
INFO:tensorflow:global step 417: loss = 21.5796 (0.052 sec/step)
INFO:tensorflow:global step 417: loss = 21.5796 (0.052 sec/step)
INFO:tensorflow:global step 418: loss = 20.7455 (0.053 sec/step)
INFO:tensorflow:global step 418: loss = 20.7455 (0.053 sec/step)
INFO:tensorflow:global step 419: loss = 24.1778 (0.055 sec/step)
INFO:tensorflow:global step 419: loss = 24.1778 (0.055 sec/step)
INFO:tensorflow:global step 420: loss = 21.2298 (0.057 sec/step)
INFO:tensorflow:global step 420: loss = 21.2298 (0.057 sec/step)
INFO:tensorflow:global step 421: loss = 23.5112 (0.058 sec/step)
INFO:tensorflow:global step 421: loss = 23.5112 (0.058 sec/step)
INFO:tensorflow:global step 422: loss = 25.0310 (0.055 sec/step)
INFO:tensorflow:global step 422: loss = 25.0310 (0.055 sec/step)
INFO:tensorflow:global step 423: loss = 28.8010 (0.053 sec/step)
INFO:tensorflow:global step 423: loss = 28.8010 (0.053 sec/step)
INFO:tensorflow:global step 424: loss = 24.6713 (0.055 sec/step)
INFO:tensorflow:global step 424: loss = 24.6713 (0.055 sec/step)
INFO:tensorflow:global step 425: loss = 23.1242 (0.052 sec/step)
INFO:tensorflow:global step 425: loss = 23.1242 (0.052 sec/step)
INFO:tensorflow:global step 426: loss = 24.7421 (0.057 sec/step)
INFO:tensorflow:global step 426: loss = 24.7421 (0.057 sec/step)
INFO:tensorflow:global step 427: loss = 24.3217 (0.053 sec/step)
INFO:tensorflow:global step 427: loss = 24.3217 (0.053 sec/step)
INFO:tensorflow:global step 428: loss = 24.7588 (0.058 sec/step)
INFO:tensorflow:global step 428: loss = 24.7588 (0.058 sec/step)
INFO:tensorflow:global step 429: loss = 21.7545 (0.053 sec/step)
INFO:tensorflow:global step 429: loss = 21.7545 (0.053 sec/step)
INFO:tensorflow:global step 430: loss = 22.2265 (0.066 sec/step)
INFO:tensorflow:global step 430: loss = 22.2265 (0.066 sec/step)
INFO:tensorflow:global step 431: loss = 24.4401 (0.054 sec/step)
INFO:tensorflow:global step 431: loss = 24.4401 (0.054 sec/step)
INFO:tensorflow:global step 432: loss = 23.8810 (0.054 sec/step)
INFO:tensorflow:global step 432: loss = 23.8810 (0.054 sec/step)
INFO:tensorflow:global step 433: loss = 22.0637 (0.053 sec/step)
INFO:tensorflow:global step 433: loss = 22.0637 (0.053 sec/step)
INFO:tensorflow:global step 434: loss = 24.7861 (0.056 sec/step)
INFO:tensorflow:global step 434: loss = 24.7861 (0.056 sec/step)
INFO:tensorflow:global step 435: loss = 29.0261 (0.059 sec/step)
INFO:tensorflow:global step 435: loss = 29.0261 (0.059 sec/step)
INFO:tensorflow:global step 436: loss = 27.4150 (0.056 sec/step)
INFO:tensorflow:global step 436: loss = 27.4150 (0.056 sec/step)
INFO:tensorflow:global step 437: loss = 28.6556 (0.051 sec/step)
INFO:tensorflow:global step 437: loss = 28.6556 (0.051 sec/step)
INFO:tensorflow:global step 438: loss = 21.7178 (0.057 sec/step)
INFO:tensorflow:global step 438: loss = 21.7178 (0.057 sec/step)
INFO:tensorflow:global step 439: loss = 24.4901 (0.053 sec/step)
INFO:tensorflow:global step 439: loss = 24.4901 (0.053 sec/step)
INFO:tensorflow:global step 440: loss = 25.6736 (0.051 sec/step)
INFO:tensorflow:global step 440: loss = 25.6736 (0.051 sec/step)
INFO:tensorflow:global step 441: loss = 22.0045 (0.051 sec/step)
INFO:tensorflow:global step 441: loss = 22.0045 (0.051 sec/step)
INFO:tensorflow:global step 442: loss = 28.4185 (0.053 sec/step)
INFO:tensorflow:global step 442: loss = 28.4185 (0.053 sec/step)
INFO:tensorflow:global step 443: loss = 24.5887 (0.058 sec/step)
INFO:tensorflow:global step 443: loss = 24.5887 (0.058 sec/step)
INFO:tensorflow:global step 444: loss = 23.7555 (0.051 sec/step)
INFO:tensorflow:global step 444: loss = 23.7555 (0.051 sec/step)
INFO:tensorflow:global step 445: loss = 22.7492 (0.056 sec/step)
INFO:tensorflow:global step 445: loss = 22.7492 (0.056 sec/step)
INFO:tensorflow:global step 446: loss = 26.6065 (0.056 sec/step)
INFO:tensorflow:global step 446: loss = 26.6065 (0.056 sec/step)
INFO:tensorflow:global step 447: loss = 21.2626 (0.056 sec/step)
INFO:tensorflow:global step 447: loss = 21.2626 (0.056 sec/step)
INFO:tensorflow:global step 448: loss = 23.0885 (0.057 sec/step)
INFO:tensorflow:global step 448: loss = 23.0885 (0.057 sec/step)
INFO:tensorflow:global step 449: loss = 21.5470 (0.055 sec/step)
INFO:tensorflow:global step 449: loss = 21.5470 (0.055 sec/step)
INFO:tensorflow:global step 450: loss = 20.5536 (0.053 sec/step)
INFO:tensorflow:global step 450: loss = 20.5536 (0.053 sec/step)
INFO:tensorflow:global step 451: loss = 19.8677 (0.053 sec/step)
INFO:tensorflow:global step 451: loss = 19.8677 (0.053 sec/step)
INFO:tensorflow:global step 452: loss = 19.9790 (0.055 sec/step)
INFO:tensorflow:global step 452: loss = 19.9790 (0.055 sec/step)
INFO:tensorflow:global step 453: loss = 27.8635 (0.057 sec/step)
INFO:tensorflow:global step 453: loss = 27.8635 (0.057 sec/step)
INFO:tensorflow:global step 454: loss = 22.5227 (0.057 sec/step)
INFO:tensorflow:global step 454: loss = 22.5227 (0.057 sec/step)
INFO:tensorflow:global step 455: loss = 34.4957 (0.055 sec/step)
INFO:tensorflow:global step 455: loss = 34.4957 (0.055 sec/step)
INFO:tensorflow:global step 456: loss = 22.9208 (0.052 sec/step)
INFO:tensorflow:global step 456: loss = 22.9208 (0.052 sec/step)
INFO:tensorflow:global step 457: loss = 23.1516 (0.053 sec/step)
INFO:tensorflow:global step 457: loss = 23.1516 (0.053 sec/step)
INFO:tensorflow:global step 458: loss = 26.0956 (0.054 sec/step)
INFO:tensorflow:global step 458: loss = 26.0956 (0.054 sec/step)
INFO:tensorflow:global step 459: loss = 23.6778 (0.054 sec/step)
INFO:tensorflow:global step 459: loss = 23.6778 (0.054 sec/step)
INFO:tensorflow:global step 460: loss = 21.2366 (0.059 sec/step)
INFO:tensorflow:global step 460: loss = 21.2366 (0.059 sec/step)
INFO:tensorflow:global step 461: loss = 30.9817 (0.053 sec/step)
INFO:tensorflow:global step 461: loss = 30.9817 (0.053 sec/step)
INFO:tensorflow:global step 462: loss = 23.1074 (0.054 sec/step)
INFO:tensorflow:global step 462: loss = 23.1074 (0.054 sec/step)
INFO:tensorflow:global step 463: loss = 21.2393 (0.056 sec/step)
INFO:tensorflow:global step 463: loss = 21.2393 (0.056 sec/step)
INFO:tensorflow:global step 464: loss = 25.0274 (0.060 sec/step)
INFO:tensorflow:global step 464: loss = 25.0274 (0.060 sec/step)
INFO:tensorflow:global step 465: loss = 24.2281 (0.056 sec/step)
INFO:tensorflow:global step 465: loss = 24.2281 (0.056 sec/step)
INFO:tensorflow:global step 466: loss = 20.7730 (0.053 sec/step)
INFO:tensorflow:global step 466: loss = 20.7730 (0.053 sec/step)
INFO:tensorflow:global step 467: loss = 23.9424 (0.055 sec/step)
INFO:tensorflow:global step 467: loss = 23.9424 (0.055 sec/step)
INFO:tensorflow:global step 468: loss = 24.2808 (0.059 sec/step)
INFO:tensorflow:global step 468: loss = 24.2808 (0.059 sec/step)
INFO:tensorflow:global step 469: loss = 20.1911 (0.057 sec/step)
INFO:tensorflow:global step 469: loss = 20.1911 (0.057 sec/step)
INFO:tensorflow:global step 470: loss = 23.0274 (0.055 sec/step)
INFO:tensorflow:global step 470: loss = 23.0274 (0.055 sec/step)
INFO:tensorflow:global step 471: loss = 23.3485 (0.056 sec/step)
INFO:tensorflow:global step 471: loss = 23.3485 (0.056 sec/step)
INFO:tensorflow:global step 472: loss = 26.6716 (0.053 sec/step)
INFO:tensorflow:global step 472: loss = 26.6716 (0.053 sec/step)
INFO:tensorflow:global step 473: loss = 24.4991 (0.055 sec/step)
INFO:tensorflow:global step 473: loss = 24.4991 (0.055 sec/step)
INFO:tensorflow:global step 474: loss = 22.4362 (0.050 sec/step)
INFO:tensorflow:global step 474: loss = 22.4362 (0.050 sec/step)
INFO:tensorflow:global step 475: loss = 29.1360 (0.056 sec/step)
INFO:tensorflow:global step 475: loss = 29.1360 (0.056 sec/step)
INFO:tensorflow:global step 476: loss = 23.9282 (0.058 sec/step)
INFO:tensorflow:global step 476: loss = 23.9282 (0.058 sec/step)
INFO:tensorflow:global step 477: loss = 21.6332 (0.057 sec/step)
INFO:tensorflow:global step 477: loss = 21.6332 (0.057 sec/step)
INFO:tensorflow:global step 478: loss = 24.8600 (0.059 sec/step)
INFO:tensorflow:global step 478: loss = 24.8600 (0.059 sec/step)
INFO:tensorflow:global step 479: loss = 22.8816 (0.060 sec/step)
INFO:tensorflow:global step 479: loss = 22.8816 (0.060 sec/step)
INFO:tensorflow:global step 480: loss = 20.6920 (0.061 sec/step)
INFO:tensorflow:global step 480: loss = 20.6920 (0.061 sec/step)
INFO:tensorflow:global step 481: loss = 21.8271 (0.060 sec/step)
INFO:tensorflow:global step 481: loss = 21.8271 (0.060 sec/step)
INFO:tensorflow:global step 482: loss = 19.9685 (0.062 sec/step)
INFO:tensorflow:global step 482: loss = 19.9685 (0.062 sec/step)
INFO:tensorflow:global step 483: loss = 18.9405 (0.057 sec/step)
INFO:tensorflow:global step 483: loss = 18.9405 (0.057 sec/step)
INFO:tensorflow:global step 484: loss = 19.3909 (0.057 sec/step)
INFO:tensorflow:global step 484: loss = 19.3909 (0.057 sec/step)
INFO:tensorflow:global step 485: loss = 24.0261 (0.056 sec/step)
INFO:tensorflow:global step 485: loss = 24.0261 (0.056 sec/step)
INFO:tensorflow:global step 486: loss = 24.4559 (0.060 sec/step)
INFO:tensorflow:global step 486: loss = 24.4559 (0.060 sec/step)
INFO:tensorflow:global step 487: loss = 27.4216 (0.067 sec/step)
INFO:tensorflow:global step 487: loss = 27.4216 (0.067 sec/step)
INFO:tensorflow:global step 488: loss = 21.6316 (0.053 sec/step)
INFO:tensorflow:global step 488: loss = 21.6316 (0.053 sec/step)
INFO:tensorflow:global step 489: loss = 18.9379 (0.054 sec/step)
INFO:tensorflow:global step 489: loss = 18.9379 (0.054 sec/step)
INFO:tensorflow:global step 490: loss = 23.7109 (0.056 sec/step)
INFO:tensorflow:global step 490: loss = 23.7109 (0.056 sec/step)
INFO:tensorflow:global step 491: loss = 23.9678 (0.061 sec/step)
INFO:tensorflow:global step 491: loss = 23.9678 (0.061 sec/step)
INFO:tensorflow:global step 492: loss = 24.4171 (0.057 sec/step)
INFO:tensorflow:global step 492: loss = 24.4171 (0.057 sec/step)
INFO:tensorflow:global step 493: loss = 22.2107 (0.052 sec/step)
INFO:tensorflow:global step 493: loss = 22.2107 (0.052 sec/step)
INFO:tensorflow:global step 494: loss = 20.7711 (0.059 sec/step)
INFO:tensorflow:global step 494: loss = 20.7711 (0.059 sec/step)
INFO:tensorflow:global step 495: loss = 24.5797 (0.064 sec/step)
INFO:tensorflow:global step 495: loss = 24.5797 (0.064 sec/step)
INFO:tensorflow:global step 496: loss = 0.3958 (0.056 sec/step)
INFO:tensorflow:global step 496: loss = 0.3958 (0.056 sec/step)
INFO:tensorflow:global step 497: loss = 22.7461 (0.063 sec/step)
INFO:tensorflow:global step 497: loss = 22.7461 (0.063 sec/step)
INFO:tensorflow:global step 498: loss = 22.1448 (0.055 sec/step)
INFO:tensorflow:global step 498: loss = 22.1448 (0.055 sec/step)
INFO:tensorflow:global step 499: loss = 21.2938 (0.053 sec/step)
INFO:tensorflow:global step 499: loss = 21.2938 (0.053 sec/step)
INFO:tensorflow:global step 500: loss = 24.8608 (0.052 sec/step)
INFO:tensorflow:global step 500: loss = 24.8608 (0.052 sec/step)
INFO:tensorflow:global step 501: loss = 21.1247 (0.055 sec/step)
INFO:tensorflow:global step 501: loss = 21.1247 (0.055 sec/step)
INFO:tensorflow:global step 502: loss = 22.2150 (0.063 sec/step)
INFO:tensorflow:global step 502: loss = 22.2150 (0.063 sec/step)
INFO:tensorflow:global step 503: loss = 20.8342 (0.064 sec/step)
INFO:tensorflow:global step 503: loss = 20.8342 (0.064 sec/step)
INFO:tensorflow:global step 504: loss = 21.8136 (0.055 sec/step)
INFO:tensorflow:global step 504: loss = 21.8136 (0.055 sec/step)
INFO:tensorflow:global step 505: loss = 20.7036 (0.053 sec/step)
INFO:tensorflow:global step 505: loss = 20.7036 (0.053 sec/step)
INFO:tensorflow:global step 506: loss = 19.3127 (0.054 sec/step)
INFO:tensorflow:global step 506: loss = 19.3127 (0.054 sec/step)
INFO:tensorflow:global step 507: loss = 19.9745 (0.052 sec/step)
INFO:tensorflow:global step 507: loss = 19.9745 (0.052 sec/step)
INFO:tensorflow:global step 508: loss = 19.3582 (0.057 sec/step)
INFO:tensorflow:global step 508: loss = 19.3582 (0.057 sec/step)
INFO:tensorflow:global step 509: loss = 27.0410 (0.054 sec/step)
INFO:tensorflow:global step 509: loss = 27.0410 (0.054 sec/step)
INFO:tensorflow:global step 510: loss = 24.3713 (0.054 sec/step)
INFO:tensorflow:global step 510: loss = 24.3713 (0.054 sec/step)
INFO:tensorflow:global step 511: loss = 28.0046 (0.053 sec/step)
INFO:tensorflow:global step 511: loss = 28.0046 (0.053 sec/step)
INFO:tensorflow:global step 512: loss = 30.1880 (0.052 sec/step)
INFO:tensorflow:global step 512: loss = 30.1880 (0.052 sec/step)
INFO:tensorflow:global step 513: loss = 22.3252 (0.053 sec/step)
INFO:tensorflow:global step 513: loss = 22.3252 (0.053 sec/step)
INFO:tensorflow:global step 514: loss = 23.8653 (0.056 sec/step)
INFO:tensorflow:global step 514: loss = 23.8653 (0.056 sec/step)
INFO:tensorflow:global step 515: loss = 20.4193 (0.052 sec/step)
INFO:tensorflow:global step 515: loss = 20.4193 (0.052 sec/step)
INFO:tensorflow:global step 516: loss = 22.9061 (0.052 sec/step)
INFO:tensorflow:global step 516: loss = 22.9061 (0.052 sec/step)
INFO:tensorflow:global step 517: loss = 22.9734 (0.052 sec/step)
INFO:tensorflow:global step 517: loss = 22.9734 (0.052 sec/step)
INFO:tensorflow:global step 518: loss = 22.5607 (0.054 sec/step)
INFO:tensorflow:global step 518: loss = 22.5607 (0.054 sec/step)
INFO:tensorflow:global step 519: loss = 19.1549 (0.053 sec/step)
INFO:tensorflow:global step 519: loss = 19.1549 (0.053 sec/step)
INFO:tensorflow:global step 520: loss = 20.2948 (0.053 sec/step)
INFO:tensorflow:global step 520: loss = 20.2948 (0.053 sec/step)
INFO:tensorflow:global step 521: loss = 19.2465 (0.055 sec/step)
INFO:tensorflow:global step 521: loss = 19.2465 (0.055 sec/step)
INFO:tensorflow:global step 522: loss = 25.7724 (0.054 sec/step)
INFO:tensorflow:global step 522: loss = 25.7724 (0.054 sec/step)
INFO:tensorflow:global step 523: loss = 18.3194 (0.056 sec/step)
INFO:tensorflow:global step 523: loss = 18.3194 (0.056 sec/step)
INFO:tensorflow:global step 524: loss = 18.0813 (0.056 sec/step)
INFO:tensorflow:global step 524: loss = 18.0813 (0.056 sec/step)
INFO:tensorflow:global step 525: loss = 20.4267 (0.052 sec/step)
INFO:tensorflow:global step 525: loss = 20.4267 (0.052 sec/step)
INFO:tensorflow:global step 526: loss = 20.6629 (0.058 sec/step)
INFO:tensorflow:global step 526: loss = 20.6629 (0.058 sec/step)
INFO:tensorflow:global step 527: loss = 23.4488 (0.057 sec/step)
INFO:tensorflow:global step 527: loss = 23.4488 (0.057 sec/step)
INFO:tensorflow:global step 528: loss = 25.3133 (0.057 sec/step)
INFO:tensorflow:global step 528: loss = 25.3133 (0.057 sec/step)
INFO:tensorflow:global step 529: loss = 18.6188 (0.061 sec/step)
INFO:tensorflow:global step 529: loss = 18.6188 (0.061 sec/step)
INFO:tensorflow:global step 530: loss = 29.1704 (0.051 sec/step)
INFO:tensorflow:global step 530: loss = 29.1704 (0.051 sec/step)
INFO:tensorflow:global step 531: loss = 18.9296 (0.056 sec/step)
INFO:tensorflow:global step 531: loss = 18.9296 (0.056 sec/step)
INFO:tensorflow:global step 532: loss = 20.4976 (0.055 sec/step)
INFO:tensorflow:global step 532: loss = 20.4976 (0.055 sec/step)
INFO:tensorflow:global step 533: loss = 23.7344 (0.059 sec/step)
INFO:tensorflow:global step 533: loss = 23.7344 (0.059 sec/step)
INFO:tensorflow:global step 534: loss = 18.9422 (0.055 sec/step)
INFO:tensorflow:global step 534: loss = 18.9422 (0.055 sec/step)
INFO:tensorflow:global step 535: loss = 21.9492 (0.056 sec/step)
INFO:tensorflow:global step 535: loss = 21.9492 (0.056 sec/step)
INFO:tensorflow:global step 536: loss = 20.0816 (0.056 sec/step)
INFO:tensorflow:global step 536: loss = 20.0816 (0.056 sec/step)
INFO:tensorflow:global step 537: loss = 19.5864 (0.059 sec/step)
INFO:tensorflow:global step 537: loss = 19.5864 (0.059 sec/step)
INFO:tensorflow:global step 538: loss = 20.8716 (0.054 sec/step)
INFO:tensorflow:global step 538: loss = 20.8716 (0.054 sec/step)
INFO:tensorflow:global step 539: loss = 18.2131 (0.057 sec/step)
INFO:tensorflow:global step 539: loss = 18.2131 (0.057 sec/step)
INFO:tensorflow:global step 540: loss = 18.7008 (0.055 sec/step)
INFO:tensorflow:global step 540: loss = 18.7008 (0.055 sec/step)
INFO:tensorflow:global step 541: loss = 19.8947 (0.055 sec/step)
INFO:tensorflow:global step 541: loss = 19.8947 (0.055 sec/step)
INFO:tensorflow:global step 542: loss = 21.2157 (0.052 sec/step)
INFO:tensorflow:global step 542: loss = 21.2157 (0.052 sec/step)
INFO:tensorflow:global step 543: loss = 21.3523 (0.055 sec/step)
INFO:tensorflow:global step 543: loss = 21.3523 (0.055 sec/step)
INFO:tensorflow:global step 544: loss = 16.9367 (0.058 sec/step)
INFO:tensorflow:global step 544: loss = 16.9367 (0.058 sec/step)
INFO:tensorflow:global step 545: loss = 18.5078 (0.059 sec/step)
INFO:tensorflow:global step 545: loss = 18.5078 (0.059 sec/step)
INFO:tensorflow:global step 546: loss = 19.0721 (0.054 sec/step)
INFO:tensorflow:global step 546: loss = 19.0721 (0.054 sec/step)
INFO:tensorflow:global step 547: loss = 19.3367 (0.054 sec/step)
INFO:tensorflow:global step 547: loss = 19.3367 (0.054 sec/step)
INFO:tensorflow:global step 548: loss = 15.6369 (0.056 sec/step)
INFO:tensorflow:global step 548: loss = 15.6369 (0.056 sec/step)
INFO:tensorflow:global step 549: loss = 21.7432 (0.054 sec/step)
INFO:tensorflow:global step 549: loss = 21.7432 (0.054 sec/step)
INFO:tensorflow:global step 550: loss = 23.6908 (0.061 sec/step)
INFO:tensorflow:global step 550: loss = 23.6908 (0.061 sec/step)
INFO:tensorflow:global step 551: loss = 15.3849 (0.055 sec/step)
INFO:tensorflow:global step 551: loss = 15.3849 (0.055 sec/step)
INFO:tensorflow:global step 552: loss = 21.9709 (0.058 sec/step)
INFO:tensorflow:global step 552: loss = 21.9709 (0.058 sec/step)
INFO:tensorflow:global step 553: loss = 17.5164 (0.051 sec/step)
INFO:tensorflow:global step 553: loss = 17.5164 (0.051 sec/step)
INFO:tensorflow:global step 554: loss = 16.6927 (0.051 sec/step)
INFO:tensorflow:global step 554: loss = 16.6927 (0.051 sec/step)
INFO:tensorflow:global step 555: loss = 25.1389 (0.053 sec/step)
INFO:tensorflow:global step 555: loss = 25.1389 (0.053 sec/step)
INFO:tensorflow:global step 556: loss = 27.2065 (0.055 sec/step)
INFO:tensorflow:global step 556: loss = 27.2065 (0.055 sec/step)
INFO:tensorflow:global step 557: loss = 29.9642 (0.060 sec/step)
INFO:tensorflow:global step 557: loss = 29.9642 (0.060 sec/step)
INFO:tensorflow:global step 558: loss = 21.5522 (0.051 sec/step)
INFO:tensorflow:global step 558: loss = 21.5522 (0.051 sec/step)
INFO:tensorflow:global step 559: loss = 19.3492 (0.051 sec/step)
INFO:tensorflow:global step 559: loss = 19.3492 (0.051 sec/step)
INFO:tensorflow:global step 560: loss = 22.7626 (0.057 sec/step)
INFO:tensorflow:global step 560: loss = 22.7626 (0.057 sec/step)
INFO:tensorflow:global step 561: loss = 25.2021 (0.054 sec/step)
INFO:tensorflow:global step 561: loss = 25.2021 (0.054 sec/step)
INFO:tensorflow:global step 562: loss = 20.8136 (0.058 sec/step)
INFO:tensorflow:global step 562: loss = 20.8136 (0.058 sec/step)
INFO:tensorflow:global step 563: loss = 17.8664 (0.064 sec/step)
INFO:tensorflow:global step 563: loss = 17.8664 (0.064 sec/step)
INFO:tensorflow:global step 564: loss = 20.8364 (0.056 sec/step)
INFO:tensorflow:global step 564: loss = 20.8364 (0.056 sec/step)
INFO:tensorflow:global step 565: loss = 18.9086 (0.051 sec/step)
INFO:tensorflow:global step 565: loss = 18.9086 (0.051 sec/step)
INFO:tensorflow:global step 566: loss = 21.0089 (0.052 sec/step)
INFO:tensorflow:global step 566: loss = 21.0089 (0.052 sec/step)
INFO:tensorflow:global step 567: loss = 25.9250 (0.054 sec/step)
INFO:tensorflow:global step 567: loss = 25.9250 (0.054 sec/step)
INFO:tensorflow:global step 568: loss = 20.9748 (0.054 sec/step)
INFO:tensorflow:global step 568: loss = 20.9748 (0.054 sec/step)
INFO:tensorflow:global step 569: loss = 22.0173 (0.055 sec/step)
INFO:tensorflow:global step 569: loss = 22.0173 (0.055 sec/step)
INFO:tensorflow:global step 570: loss = 19.3952 (0.060 sec/step)
INFO:tensorflow:global step 570: loss = 19.3952 (0.060 sec/step)
INFO:tensorflow:global step 571: loss = 22.1401 (0.062 sec/step)
INFO:tensorflow:global step 571: loss = 22.1401 (0.062 sec/step)
INFO:tensorflow:global step 572: loss = 19.1524 (0.061 sec/step)
INFO:tensorflow:global step 572: loss = 19.1524 (0.061 sec/step)
INFO:tensorflow:global step 573: loss = 23.2300 (0.056 sec/step)
INFO:tensorflow:global step 573: loss = 23.2300 (0.056 sec/step)
INFO:tensorflow:global step 574: loss = 17.1496 (0.051 sec/step)
INFO:tensorflow:global step 574: loss = 17.1496 (0.051 sec/step)
INFO:tensorflow:global step 575: loss = 22.1797 (0.053 sec/step)
INFO:tensorflow:global step 575: loss = 22.1797 (0.053 sec/step)
INFO:tensorflow:global step 576: loss = 20.8856 (0.062 sec/step)
INFO:tensorflow:global step 576: loss = 20.8856 (0.062 sec/step)
INFO:tensorflow:global step 577: loss = 19.7778 (0.054 sec/step)
INFO:tensorflow:global step 577: loss = 19.7778 (0.054 sec/step)
INFO:tensorflow:global step 578: loss = 21.8483 (0.055 sec/step)
INFO:tensorflow:global step 578: loss = 21.8483 (0.055 sec/step)
INFO:tensorflow:global step 579: loss = 19.0273 (0.059 sec/step)
INFO:tensorflow:global step 579: loss = 19.0273 (0.059 sec/step)
INFO:tensorflow:global step 580: loss = 23.6280 (0.056 sec/step)
INFO:tensorflow:global step 580: loss = 23.6280 (0.056 sec/step)
INFO:tensorflow:global step 581: loss = 23.3231 (0.061 sec/step)
INFO:tensorflow:global step 581: loss = 23.3231 (0.061 sec/step)
INFO:tensorflow:global step 582: loss = 17.9146 (0.055 sec/step)
INFO:tensorflow:global step 582: loss = 17.9146 (0.055 sec/step)
INFO:tensorflow:global step 583: loss = 19.3604 (0.055 sec/step)
INFO:tensorflow:global step 583: loss = 19.3604 (0.055 sec/step)
INFO:tensorflow:global step 584: loss = 19.6932 (0.053 sec/step)
INFO:tensorflow:global step 584: loss = 19.6932 (0.053 sec/step)
INFO:tensorflow:global step 585: loss = 16.5653 (0.055 sec/step)
INFO:tensorflow:global step 585: loss = 16.5653 (0.055 sec/step)
INFO:tensorflow:global step 586: loss = 17.6415 (0.052 sec/step)
INFO:tensorflow:global step 586: loss = 17.6415 (0.052 sec/step)
INFO:tensorflow:global step 587: loss = 17.4176 (0.051 sec/step)
INFO:tensorflow:global step 587: loss = 17.4176 (0.051 sec/step)
INFO:tensorflow:global step 588: loss = 19.0874 (0.056 sec/step)
INFO:tensorflow:global step 588: loss = 19.0874 (0.056 sec/step)
INFO:tensorflow:global step 589: loss = 20.1860 (0.053 sec/step)
INFO:tensorflow:global step 589: loss = 20.1860 (0.053 sec/step)
INFO:tensorflow:global step 590: loss = 18.6884 (0.057 sec/step)
INFO:tensorflow:global step 590: loss = 18.6884 (0.057 sec/step)
INFO:tensorflow:global step 591: loss = 20.1898 (0.053 sec/step)
INFO:tensorflow:global step 591: loss = 20.1898 (0.053 sec/step)
INFO:tensorflow:global step 592: loss = 17.4862 (0.055 sec/step)
INFO:tensorflow:global step 592: loss = 17.4862 (0.055 sec/step)
INFO:tensorflow:global step 593: loss = 17.5903 (0.056 sec/step)
INFO:tensorflow:global step 593: loss = 17.5903 (0.056 sec/step)
INFO:tensorflow:global step 594: loss = 23.5142 (0.055 sec/step)
INFO:tensorflow:global step 594: loss = 23.5142 (0.055 sec/step)
INFO:tensorflow:global step 595: loss = 16.5955 (0.061 sec/step)
INFO:tensorflow:global step 595: loss = 16.5955 (0.061 sec/step)
INFO:tensorflow:global step 596: loss = 18.2481 (0.054 sec/step)
INFO:tensorflow:global step 596: loss = 18.2481 (0.054 sec/step)
INFO:tensorflow:global step 597: loss = 19.4241 (0.053 sec/step)
INFO:tensorflow:global step 597: loss = 19.4241 (0.053 sec/step)
INFO:tensorflow:global step 598: loss = 20.3771 (0.061 sec/step)
INFO:tensorflow:global step 598: loss = 20.3771 (0.061 sec/step)
INFO:tensorflow:global step 599: loss = 18.5724 (0.054 sec/step)
INFO:tensorflow:global step 599: loss = 18.5724 (0.054 sec/step)
INFO:tensorflow:global step 600: loss = 18.8562 (0.067 sec/step)
INFO:tensorflow:global step 600: loss = 18.8562 (0.067 sec/step)
INFO:tensorflow:global step 601: loss = 21.7369 (0.056 sec/step)
INFO:tensorflow:global step 601: loss = 21.7369 (0.056 sec/step)
INFO:tensorflow:global step 602: loss = 19.9014 (0.058 sec/step)
INFO:tensorflow:global step 602: loss = 19.9014 (0.058 sec/step)
INFO:tensorflow:global step 603: loss = 20.9251 (0.062 sec/step)
INFO:tensorflow:global step 603: loss = 20.9251 (0.062 sec/step)
INFO:tensorflow:global step 604: loss = 20.4412 (0.059 sec/step)
INFO:tensorflow:global step 604: loss = 20.4412 (0.059 sec/step)
INFO:tensorflow:global step 605: loss = 17.2614 (0.053 sec/step)
INFO:tensorflow:global step 605: loss = 17.2614 (0.053 sec/step)
INFO:tensorflow:global step 606: loss = 19.0887 (0.065 sec/step)
INFO:tensorflow:global step 606: loss = 19.0887 (0.065 sec/step)
INFO:tensorflow:global step 607: loss = 18.5277 (0.053 sec/step)
INFO:tensorflow:global step 607: loss = 18.5277 (0.053 sec/step)
INFO:tensorflow:global step 608: loss = 17.8831 (0.052 sec/step)
INFO:tensorflow:global step 608: loss = 17.8831 (0.052 sec/step)
INFO:tensorflow:global step 609: loss = 17.9765 (0.057 sec/step)
INFO:tensorflow:global step 609: loss = 17.9765 (0.057 sec/step)
INFO:tensorflow:global step 610: loss = 18.1098 (0.053 sec/step)
INFO:tensorflow:global step 610: loss = 18.1098 (0.053 sec/step)
INFO:tensorflow:global step 611: loss = 18.2032 (0.058 sec/step)
INFO:tensorflow:global step 611: loss = 18.2032 (0.058 sec/step)
INFO:tensorflow:global step 612: loss = 30.4080 (0.064 sec/step)
INFO:tensorflow:global step 612: loss = 30.4080 (0.064 sec/step)
INFO:tensorflow:global step 613: loss = 25.7024 (0.060 sec/step)
INFO:tensorflow:global step 613: loss = 25.7024 (0.060 sec/step)
INFO:tensorflow:global step 614: loss = 16.5171 (0.056 sec/step)
INFO:tensorflow:global step 614: loss = 16.5171 (0.056 sec/step)
INFO:tensorflow:global step 615: loss = 27.5636 (0.058 sec/step)
INFO:tensorflow:global step 615: loss = 27.5636 (0.058 sec/step)
INFO:tensorflow:global step 616: loss = 18.4667 (0.054 sec/step)
INFO:tensorflow:global step 616: loss = 18.4667 (0.054 sec/step)
INFO:tensorflow:global step 617: loss = 17.4297 (0.053 sec/step)
INFO:tensorflow:global step 617: loss = 17.4297 (0.053 sec/step)
INFO:tensorflow:global step 618: loss = 18.4467 (0.057 sec/step)
INFO:tensorflow:global step 618: loss = 18.4467 (0.057 sec/step)
INFO:tensorflow:global step 619: loss = 19.6569 (0.061 sec/step)
INFO:tensorflow:global step 619: loss = 19.6569 (0.061 sec/step)
INFO:tensorflow:global step 620: loss = 19.1808 (0.055 sec/step)
INFO:tensorflow:global step 620: loss = 19.1808 (0.055 sec/step)
INFO:tensorflow:global step 621: loss = 18.1937 (0.055 sec/step)
INFO:tensorflow:global step 621: loss = 18.1937 (0.055 sec/step)
INFO:tensorflow:global step 622: loss = 20.0593 (0.061 sec/step)
INFO:tensorflow:global step 622: loss = 20.0593 (0.061 sec/step)
INFO:tensorflow:global step 623: loss = 18.0782 (0.059 sec/step)
INFO:tensorflow:global step 623: loss = 18.0782 (0.059 sec/step)
INFO:tensorflow:global step 624: loss = 16.3124 (0.055 sec/step)
INFO:tensorflow:global step 624: loss = 16.3124 (0.055 sec/step)
INFO:tensorflow:global step 625: loss = 23.0169 (0.066 sec/step)
INFO:tensorflow:global step 625: loss = 23.0169 (0.066 sec/step)
INFO:tensorflow:global step 626: loss = 18.6491 (0.056 sec/step)
INFO:tensorflow:global step 626: loss = 18.6491 (0.056 sec/step)
INFO:tensorflow:global step 627: loss = 14.8651 (0.050 sec/step)
INFO:tensorflow:global step 627: loss = 14.8651 (0.050 sec/step)
INFO:tensorflow:global step 628: loss = 16.8462 (0.058 sec/step)
INFO:tensorflow:global step 628: loss = 16.8462 (0.058 sec/step)
INFO:tensorflow:global step 629: loss = 14.9088 (0.053 sec/step)
INFO:tensorflow:global step 629: loss = 14.9088 (0.053 sec/step)
INFO:tensorflow:global step 630: loss = 14.8267 (0.052 sec/step)
INFO:tensorflow:global step 630: loss = 14.8267 (0.052 sec/step)
INFO:tensorflow:global step 631: loss = 16.4426 (0.055 sec/step)
INFO:tensorflow:global step 631: loss = 16.4426 (0.055 sec/step)
INFO:tensorflow:global step 632: loss = 23.0512 (0.064 sec/step)
INFO:tensorflow:global step 632: loss = 23.0512 (0.064 sec/step)
INFO:tensorflow:global step 633: loss = 21.4019 (0.106 sec/step)
INFO:tensorflow:global step 633: loss = 21.4019 (0.106 sec/step)
INFO:tensorflow:global step 634: loss = 21.1825 (0.063 sec/step)
INFO:tensorflow:global step 634: loss = 21.1825 (0.063 sec/step)
INFO:tensorflow:global step 635: loss = 18.5221 (0.064 sec/step)
INFO:tensorflow:global step 635: loss = 18.5221 (0.064 sec/step)
INFO:tensorflow:global step 636: loss = 22.2591 (0.055 sec/step)
INFO:tensorflow:global step 636: loss = 22.2591 (0.055 sec/step)
INFO:tensorflow:global step 637: loss = 17.0604 (0.056 sec/step)
INFO:tensorflow:global step 637: loss = 17.0604 (0.056 sec/step)
INFO:tensorflow:global step 638: loss = 23.7485 (0.080 sec/step)
INFO:tensorflow:global step 638: loss = 23.7485 (0.080 sec/step)
INFO:tensorflow:global step 639: loss = 20.7215 (0.111 sec/step)
INFO:tensorflow:global step 639: loss = 20.7215 (0.111 sec/step)
INFO:tensorflow:global step 640: loss = 21.7661 (0.075 sec/step)
INFO:tensorflow:global step 640: loss = 21.7661 (0.075 sec/step)
INFO:tensorflow:global step 641: loss = 18.4511 (0.059 sec/step)
INFO:tensorflow:global step 641: loss = 18.4511 (0.059 sec/step)
INFO:tensorflow:global step 642: loss = 21.8191 (0.056 sec/step)
INFO:tensorflow:global step 642: loss = 21.8191 (0.056 sec/step)
INFO:tensorflow:global step 643: loss = 18.8062 (0.057 sec/step)
INFO:tensorflow:global step 643: loss = 18.8062 (0.057 sec/step)
INFO:tensorflow:global step 644: loss = 18.8302 (0.054 sec/step)
INFO:tensorflow:global step 644: loss = 18.8302 (0.054 sec/step)
INFO:tensorflow:global step 645: loss = 20.0102 (0.062 sec/step)
INFO:tensorflow:global step 645: loss = 20.0102 (0.062 sec/step)
INFO:tensorflow:global step 646: loss = 19.2937 (0.054 sec/step)
INFO:tensorflow:global step 646: loss = 19.2937 (0.054 sec/step)
INFO:tensorflow:global step 647: loss = 20.8766 (0.053 sec/step)
INFO:tensorflow:global step 647: loss = 20.8766 (0.053 sec/step)
INFO:tensorflow:global step 648: loss = 15.8908 (0.054 sec/step)
INFO:tensorflow:global step 648: loss = 15.8908 (0.054 sec/step)
INFO:tensorflow:global step 649: loss = 14.8300 (0.055 sec/step)
INFO:tensorflow:global step 649: loss = 14.8300 (0.055 sec/step)
INFO:tensorflow:global step 650: loss = 17.1188 (0.056 sec/step)
INFO:tensorflow:global step 650: loss = 17.1188 (0.056 sec/step)
INFO:tensorflow:global step 651: loss = 17.9336 (0.055 sec/step)
INFO:tensorflow:global step 651: loss = 17.9336 (0.055 sec/step)
INFO:tensorflow:global step 652: loss = 17.5141 (0.056 sec/step)
INFO:tensorflow:global step 652: loss = 17.5141 (0.056 sec/step)
INFO:tensorflow:global step 653: loss = 15.3890 (0.054 sec/step)
INFO:tensorflow:global step 653: loss = 15.3890 (0.054 sec/step)
INFO:tensorflow:global step 654: loss = 18.8913 (0.055 sec/step)
INFO:tensorflow:global step 654: loss = 18.8913 (0.055 sec/step)
INFO:tensorflow:global step 655: loss = 17.7682 (0.058 sec/step)
INFO:tensorflow:global step 655: loss = 17.7682 (0.058 sec/step)
INFO:tensorflow:global step 656: loss = 19.4033 (0.057 sec/step)
INFO:tensorflow:global step 656: loss = 19.4033 (0.057 sec/step)
INFO:tensorflow:global step 657: loss = 14.7706 (0.053 sec/step)
INFO:tensorflow:global step 657: loss = 14.7706 (0.053 sec/step)
INFO:tensorflow:global step 658: loss = 19.2153 (0.062 sec/step)
INFO:tensorflow:global step 658: loss = 19.2153 (0.062 sec/step)
INFO:tensorflow:global step 659: loss = 16.9241 (0.056 sec/step)
INFO:tensorflow:global step 659: loss = 16.9241 (0.056 sec/step)
INFO:tensorflow:global step 660: loss = 21.5720 (0.053 sec/step)
INFO:tensorflow:global step 660: loss = 21.5720 (0.053 sec/step)
INFO:tensorflow:global step 661: loss = 17.7019 (0.052 sec/step)
INFO:tensorflow:global step 661: loss = 17.7019 (0.052 sec/step)
INFO:tensorflow:global step 662: loss = 12.4925 (0.055 sec/step)
INFO:tensorflow:global step 662: loss = 12.4925 (0.055 sec/step)
INFO:tensorflow:global step 663: loss = 21.3118 (0.054 sec/step)
INFO:tensorflow:global step 663: loss = 21.3118 (0.054 sec/step)
INFO:tensorflow:global step 664: loss = 19.6155 (0.056 sec/step)
INFO:tensorflow:global step 664: loss = 19.6155 (0.056 sec/step)
INFO:tensorflow:global step 665: loss = 15.6082 (0.061 sec/step)
INFO:tensorflow:global step 665: loss = 15.6082 (0.061 sec/step)
INFO:tensorflow:global step 666: loss = 18.6568 (0.054 sec/step)
INFO:tensorflow:global step 666: loss = 18.6568 (0.054 sec/step)
INFO:tensorflow:global step 667: loss = 20.1369 (0.052 sec/step)
INFO:tensorflow:global step 667: loss = 20.1369 (0.052 sec/step)
INFO:tensorflow:global step 668: loss = 26.3741 (0.064 sec/step)
INFO:tensorflow:global step 668: loss = 26.3741 (0.064 sec/step)
INFO:tensorflow:global step 669: loss = 18.8510 (0.061 sec/step)
INFO:tensorflow:global step 669: loss = 18.8510 (0.061 sec/step)
INFO:tensorflow:global step 670: loss = 23.9294 (0.070 sec/step)
INFO:tensorflow:global step 670: loss = 23.9294 (0.070 sec/step)
INFO:tensorflow:global step 671: loss = 20.9092 (0.067 sec/step)
INFO:tensorflow:global step 671: loss = 20.9092 (0.067 sec/step)
INFO:tensorflow:global step 672: loss = 16.8799 (0.086 sec/step)
INFO:tensorflow:global step 672: loss = 16.8799 (0.086 sec/step)
INFO:tensorflow:global step 673: loss = 16.9601 (0.055 sec/step)
INFO:tensorflow:global step 673: loss = 16.9601 (0.055 sec/step)
INFO:tensorflow:global step 674: loss = 17.4734 (0.057 sec/step)
INFO:tensorflow:global step 674: loss = 17.4734 (0.057 sec/step)
INFO:tensorflow:global step 675: loss = 16.6750 (0.054 sec/step)
INFO:tensorflow:global step 675: loss = 16.6750 (0.054 sec/step)
INFO:tensorflow:global step 676: loss = 19.8984 (0.063 sec/step)
INFO:tensorflow:global step 676: loss = 19.8984 (0.063 sec/step)
INFO:tensorflow:global step 677: loss = 18.0056 (0.055 sec/step)
INFO:tensorflow:global step 677: loss = 18.0056 (0.055 sec/step)
INFO:tensorflow:global step 678: loss = 16.4764 (0.054 sec/step)
INFO:tensorflow:global step 678: loss = 16.4764 (0.054 sec/step)
INFO:tensorflow:global step 679: loss = 16.1647 (0.052 sec/step)
INFO:tensorflow:global step 679: loss = 16.1647 (0.052 sec/step)
INFO:tensorflow:global step 680: loss = 22.1610 (0.060 sec/step)
INFO:tensorflow:global step 680: loss = 22.1610 (0.060 sec/step)
INFO:tensorflow:global step 681: loss = 18.2149 (0.057 sec/step)
INFO:tensorflow:global step 681: loss = 18.2149 (0.057 sec/step)
INFO:tensorflow:global step 682: loss = 18.9464 (0.056 sec/step)
INFO:tensorflow:global step 682: loss = 18.9464 (0.056 sec/step)
INFO:tensorflow:global step 683: loss = 18.8322 (0.055 sec/step)
INFO:tensorflow:global step 683: loss = 18.8322 (0.055 sec/step)
INFO:tensorflow:global step 684: loss = 18.3547 (0.062 sec/step)
INFO:tensorflow:global step 684: loss = 18.3547 (0.062 sec/step)
INFO:tensorflow:global step 685: loss = 18.1151 (0.059 sec/step)
INFO:tensorflow:global step 685: loss = 18.1151 (0.059 sec/step)
INFO:tensorflow:global step 686: loss = 13.7408 (0.077 sec/step)
INFO:tensorflow:global step 686: loss = 13.7408 (0.077 sec/step)
INFO:tensorflow:global step 687: loss = 16.0763 (0.063 sec/step)
INFO:tensorflow:global step 687: loss = 16.0763 (0.063 sec/step)
INFO:tensorflow:global step 688: loss = 21.2784 (0.070 sec/step)
INFO:tensorflow:global step 688: loss = 21.2784 (0.070 sec/step)
INFO:tensorflow:global step 689: loss = 17.7790 (0.060 sec/step)
INFO:tensorflow:global step 689: loss = 17.7790 (0.060 sec/step)
INFO:tensorflow:global step 690: loss = 23.4335 (0.071 sec/step)
INFO:tensorflow:global step 690: loss = 23.4335 (0.071 sec/step)
INFO:tensorflow:global step 691: loss = 16.3060 (0.067 sec/step)
INFO:tensorflow:global step 691: loss = 16.3060 (0.067 sec/step)
INFO:tensorflow:global step 692: loss = 17.9707 (0.059 sec/step)
INFO:tensorflow:global step 692: loss = 17.9707 (0.059 sec/step)
INFO:tensorflow:global step 693: loss = 14.9500 (0.060 sec/step)
INFO:tensorflow:global step 693: loss = 14.9500 (0.060 sec/step)
INFO:tensorflow:global step 694: loss = 19.5769 (0.056 sec/step)
INFO:tensorflow:global step 694: loss = 19.5769 (0.056 sec/step)
INFO:tensorflow:global step 695: loss = 20.2815 (0.056 sec/step)
INFO:tensorflow:global step 695: loss = 20.2815 (0.056 sec/step)
INFO:tensorflow:global step 696: loss = 19.3593 (0.058 sec/step)
INFO:tensorflow:global step 696: loss = 19.3593 (0.058 sec/step)
INFO:tensorflow:global step 697: loss = 18.8180 (0.062 sec/step)
INFO:tensorflow:global step 697: loss = 18.8180 (0.062 sec/step)
INFO:tensorflow:global step 698: loss = 15.8313 (0.062 sec/step)
INFO:tensorflow:global step 698: loss = 15.8313 (0.062 sec/step)
INFO:tensorflow:global step 699: loss = 18.5868 (0.058 sec/step)
INFO:tensorflow:global step 699: loss = 18.5868 (0.058 sec/step)
INFO:tensorflow:global step 700: loss = 20.2154 (0.055 sec/step)
INFO:tensorflow:global step 700: loss = 20.2154 (0.055 sec/step)
INFO:tensorflow:global step 701: loss = 19.4134 (0.058 sec/step)
INFO:tensorflow:global step 701: loss = 19.4134 (0.058 sec/step)
INFO:tensorflow:global step 702: loss = 27.0233 (0.054 sec/step)
INFO:tensorflow:global step 702: loss = 27.0233 (0.054 sec/step)
INFO:tensorflow:global step 703: loss = 16.7797 (0.059 sec/step)
INFO:tensorflow:global step 703: loss = 16.7797 (0.059 sec/step)
INFO:tensorflow:global step 704: loss = 23.6636 (0.057 sec/step)
INFO:tensorflow:global step 704: loss = 23.6636 (0.057 sec/step)
INFO:tensorflow:global step 705: loss = 21.1731 (0.061 sec/step)
INFO:tensorflow:global step 705: loss = 21.1731 (0.061 sec/step)
INFO:tensorflow:global step 706: loss = 23.6973 (0.059 sec/step)
INFO:tensorflow:global step 706: loss = 23.6973 (0.059 sec/step)
INFO:tensorflow:global step 707: loss = 17.9022 (0.059 sec/step)
INFO:tensorflow:global step 707: loss = 17.9022 (0.059 sec/step)
INFO:tensorflow:global step 708: loss = 20.4393 (0.059 sec/step)
INFO:tensorflow:global step 708: loss = 20.4393 (0.059 sec/step)
INFO:tensorflow:global step 709: loss = 20.1043 (0.063 sec/step)
INFO:tensorflow:global step 709: loss = 20.1043 (0.063 sec/step)
INFO:tensorflow:global step 710: loss = 19.4918 (0.055 sec/step)
INFO:tensorflow:global step 710: loss = 19.4918 (0.055 sec/step)
INFO:tensorflow:global step 711: loss = 21.7670 (0.065 sec/step)
INFO:tensorflow:global step 711: loss = 21.7670 (0.065 sec/step)
INFO:tensorflow:global step 712: loss = 15.7576 (0.061 sec/step)
INFO:tensorflow:global step 712: loss = 15.7576 (0.061 sec/step)
INFO:tensorflow:global step 713: loss = 19.2635 (0.062 sec/step)
INFO:tensorflow:global step 713: loss = 19.2635 (0.062 sec/step)
INFO:tensorflow:global step 714: loss = 18.9526 (0.063 sec/step)
INFO:tensorflow:global step 714: loss = 18.9526 (0.063 sec/step)
INFO:tensorflow:global step 715: loss = 14.6711 (0.057 sec/step)
INFO:tensorflow:global step 715: loss = 14.6711 (0.057 sec/step)
INFO:tensorflow:global step 716: loss = 18.4700 (0.058 sec/step)
INFO:tensorflow:global step 716: loss = 18.4700 (0.058 sec/step)
INFO:tensorflow:global step 717: loss = 16.2697 (0.063 sec/step)
INFO:tensorflow:global step 717: loss = 16.2697 (0.063 sec/step)
INFO:tensorflow:global step 718: loss = 16.0518 (0.058 sec/step)
INFO:tensorflow:global step 718: loss = 16.0518 (0.058 sec/step)
INFO:tensorflow:global step 719: loss = 17.5787 (0.060 sec/step)
INFO:tensorflow:global step 719: loss = 17.5787 (0.060 sec/step)
INFO:tensorflow:global step 720: loss = 19.4049 (0.058 sec/step)
INFO:tensorflow:global step 720: loss = 19.4049 (0.058 sec/step)
INFO:tensorflow:global step 721: loss = 17.5866 (0.061 sec/step)
INFO:tensorflow:global step 721: loss = 17.5866 (0.061 sec/step)
INFO:tensorflow:global step 722: loss = 19.8777 (0.062 sec/step)
INFO:tensorflow:global step 722: loss = 19.8777 (0.062 sec/step)
INFO:tensorflow:global step 723: loss = 16.5083 (0.059 sec/step)
INFO:tensorflow:global step 723: loss = 16.5083 (0.059 sec/step)
INFO:tensorflow:global step 724: loss = 16.7142 (0.059 sec/step)
INFO:tensorflow:global step 724: loss = 16.7142 (0.059 sec/step)
INFO:tensorflow:global step 725: loss = 20.5141 (0.053 sec/step)
INFO:tensorflow:global step 725: loss = 20.5141 (0.053 sec/step)
INFO:tensorflow:global step 726: loss = 21.3600 (0.060 sec/step)
INFO:tensorflow:global step 726: loss = 21.3600 (0.060 sec/step)
INFO:tensorflow:global step 727: loss = 15.1218 (0.066 sec/step)
INFO:tensorflow:global step 727: loss = 15.1218 (0.066 sec/step)
INFO:tensorflow:global step 728: loss = 19.5156 (0.053 sec/step)
INFO:tensorflow:global step 728: loss = 19.5156 (0.053 sec/step)
INFO:tensorflow:global step 729: loss = 14.5418 (0.053 sec/step)
INFO:tensorflow:global step 729: loss = 14.5418 (0.053 sec/step)
INFO:tensorflow:global step 730: loss = 18.5146 (0.056 sec/step)
INFO:tensorflow:global step 730: loss = 18.5146 (0.056 sec/step)
INFO:tensorflow:global step 731: loss = 14.3378 (0.059 sec/step)
INFO:tensorflow:global step 731: loss = 14.3378 (0.059 sec/step)
INFO:tensorflow:global step 732: loss = 0.3964 (0.058 sec/step)
INFO:tensorflow:global step 732: loss = 0.3964 (0.058 sec/step)
INFO:tensorflow:global step 733: loss = 18.1467 (0.060 sec/step)
INFO:tensorflow:global step 733: loss = 18.1467 (0.060 sec/step)
INFO:tensorflow:global step 734: loss = 18.8219 (0.057 sec/step)
INFO:tensorflow:global step 734: loss = 18.8219 (0.057 sec/step)
INFO:tensorflow:global step 735: loss = 15.8018 (0.060 sec/step)
INFO:tensorflow:global step 735: loss = 15.8018 (0.060 sec/step)
INFO:tensorflow:global step 736: loss = 23.4047 (0.059 sec/step)
INFO:tensorflow:global step 736: loss = 23.4047 (0.059 sec/step)
INFO:tensorflow:global step 737: loss = 15.2782 (0.060 sec/step)
INFO:tensorflow:global step 737: loss = 15.2782 (0.060 sec/step)
INFO:tensorflow:global step 738: loss = 11.7290 (0.057 sec/step)
INFO:tensorflow:global step 738: loss = 11.7290 (0.057 sec/step)
INFO:tensorflow:global step 739: loss = 17.9090 (0.063 sec/step)
INFO:tensorflow:global step 739: loss = 17.9090 (0.063 sec/step)
INFO:tensorflow:global step 740: loss = 19.2401 (0.053 sec/step)
INFO:tensorflow:global step 740: loss = 19.2401 (0.053 sec/step)
INFO:tensorflow:global step 741: loss = 16.9880 (0.059 sec/step)
INFO:tensorflow:global step 741: loss = 16.9880 (0.059 sec/step)
INFO:tensorflow:global step 742: loss = 15.9258 (0.067 sec/step)
INFO:tensorflow:global step 742: loss = 15.9258 (0.067 sec/step)
INFO:tensorflow:global step 743: loss = 16.1078 (0.059 sec/step)
INFO:tensorflow:global step 743: loss = 16.1078 (0.059 sec/step)
INFO:tensorflow:global step 744: loss = 20.6065 (0.061 sec/step)
INFO:tensorflow:global step 744: loss = 20.6065 (0.061 sec/step)
INFO:tensorflow:global step 745: loss = 22.0527 (0.067 sec/step)
INFO:tensorflow:global step 745: loss = 22.0527 (0.067 sec/step)
INFO:tensorflow:global step 746: loss = 15.9619 (0.063 sec/step)
INFO:tensorflow:global step 746: loss = 15.9619 (0.063 sec/step)
INFO:tensorflow:global step 747: loss = 19.1602 (0.069 sec/step)
INFO:tensorflow:global step 747: loss = 19.1602 (0.069 sec/step)
INFO:tensorflow:global step 748: loss = 20.8125 (0.056 sec/step)
INFO:tensorflow:global step 748: loss = 20.8125 (0.056 sec/step)
INFO:tensorflow:global step 749: loss = 15.1530 (0.062 sec/step)
INFO:tensorflow:global step 749: loss = 15.1530 (0.062 sec/step)
INFO:tensorflow:global step 750: loss = 14.7530 (0.062 sec/step)
INFO:tensorflow:global step 750: loss = 14.7530 (0.062 sec/step)
INFO:tensorflow:global step 751: loss = 19.4371 (0.059 sec/step)
INFO:tensorflow:global step 751: loss = 19.4371 (0.059 sec/step)
INFO:tensorflow:global step 752: loss = 16.3699 (0.061 sec/step)
INFO:tensorflow:global step 752: loss = 16.3699 (0.061 sec/step)
INFO:tensorflow:global step 753: loss = 14.7424 (0.064 sec/step)
INFO:tensorflow:global step 753: loss = 14.7424 (0.064 sec/step)
INFO:tensorflow:global step 754: loss = 17.4613 (0.067 sec/step)
INFO:tensorflow:global step 754: loss = 17.4613 (0.067 sec/step)
INFO:tensorflow:global step 755: loss = 18.4945 (0.059 sec/step)
INFO:tensorflow:global step 755: loss = 18.4945 (0.059 sec/step)
INFO:tensorflow:global step 756: loss = 14.2223 (0.063 sec/step)
INFO:tensorflow:global step 756: loss = 14.2223 (0.063 sec/step)
INFO:tensorflow:global step 757: loss = 20.9984 (0.060 sec/step)
INFO:tensorflow:global step 757: loss = 20.9984 (0.060 sec/step)
INFO:tensorflow:global step 758: loss = 21.4102 (0.063 sec/step)
INFO:tensorflow:global step 758: loss = 21.4102 (0.063 sec/step)
INFO:tensorflow:global step 759: loss = 17.8514 (0.062 sec/step)
INFO:tensorflow:global step 759: loss = 17.8514 (0.062 sec/step)
INFO:tensorflow:global step 760: loss = 15.8814 (0.063 sec/step)
INFO:tensorflow:global step 760: loss = 15.8814 (0.063 sec/step)
INFO:tensorflow:global step 761: loss = 16.1796 (0.069 sec/step)
INFO:tensorflow:global step 761: loss = 16.1796 (0.069 sec/step)
INFO:tensorflow:global step 762: loss = 14.1525 (0.072 sec/step)
INFO:tensorflow:global step 762: loss = 14.1525 (0.072 sec/step)
INFO:tensorflow:global step 763: loss = 15.7250 (0.057 sec/step)
INFO:tensorflow:global step 763: loss = 15.7250 (0.057 sec/step)
INFO:tensorflow:global step 764: loss = 18.5306 (0.060 sec/step)
INFO:tensorflow:global step 764: loss = 18.5306 (0.060 sec/step)
INFO:tensorflow:global step 765: loss = 13.1911 (0.069 sec/step)
INFO:tensorflow:global step 765: loss = 13.1911 (0.069 sec/step)
INFO:tensorflow:global step 766: loss = 18.2522 (0.061 sec/step)
INFO:tensorflow:global step 766: loss = 18.2522 (0.061 sec/step)
INFO:tensorflow:global step 767: loss = 16.0293 (0.076 sec/step)
INFO:tensorflow:global step 767: loss = 16.0293 (0.076 sec/step)
INFO:tensorflow:global step 768: loss = 24.1704 (0.063 sec/step)
INFO:tensorflow:global step 768: loss = 24.1704 (0.063 sec/step)
INFO:tensorflow:global step 769: loss = 18.4176 (0.056 sec/step)
INFO:tensorflow:global step 769: loss = 18.4176 (0.056 sec/step)
INFO:tensorflow:global step 770: loss = 16.6609 (0.067 sec/step)
INFO:tensorflow:global step 770: loss = 16.6609 (0.067 sec/step)
INFO:tensorflow:global step 771: loss = 19.4290 (0.060 sec/step)
INFO:tensorflow:global step 771: loss = 19.4290 (0.060 sec/step)
INFO:tensorflow:global step 772: loss = 14.6933 (0.063 sec/step)
INFO:tensorflow:global step 772: loss = 14.6933 (0.063 sec/step)
INFO:tensorflow:global step 773: loss = 17.5222 (0.073 sec/step)
INFO:tensorflow:global step 773: loss = 17.5222 (0.073 sec/step)
INFO:tensorflow:global step 774: loss = 17.5800 (0.056 sec/step)
INFO:tensorflow:global step 774: loss = 17.5800 (0.056 sec/step)
INFO:tensorflow:global step 775: loss = 0.3964 (0.066 sec/step)
INFO:tensorflow:global step 775: loss = 0.3964 (0.066 sec/step)
INFO:tensorflow:global step 776: loss = 13.1324 (0.057 sec/step)
INFO:tensorflow:global step 776: loss = 13.1324 (0.057 sec/step)
INFO:tensorflow:global step 777: loss = 13.8631 (0.058 sec/step)
INFO:tensorflow:global step 777: loss = 13.8631 (0.058 sec/step)
INFO:tensorflow:global step 778: loss = 14.2267 (0.055 sec/step)
INFO:tensorflow:global step 778: loss = 14.2267 (0.055 sec/step)
INFO:tensorflow:global step 779: loss = 16.0050 (0.058 sec/step)
INFO:tensorflow:global step 779: loss = 16.0050 (0.058 sec/step)
INFO:tensorflow:global step 780: loss = 14.0972 (0.060 sec/step)
INFO:tensorflow:global step 780: loss = 14.0972 (0.060 sec/step)
INFO:tensorflow:global step 781: loss = 14.2723 (0.060 sec/step)
INFO:tensorflow:global step 781: loss = 14.2723 (0.060 sec/step)
INFO:tensorflow:global step 782: loss = 14.0564 (0.060 sec/step)
INFO:tensorflow:global step 782: loss = 14.0564 (0.060 sec/step)
INFO:tensorflow:global step 783: loss = 16.7435 (0.061 sec/step)
INFO:tensorflow:global step 783: loss = 16.7435 (0.061 sec/step)
INFO:tensorflow:global step 784: loss = 14.5357 (0.058 sec/step)
INFO:tensorflow:global step 784: loss = 14.5357 (0.058 sec/step)
INFO:tensorflow:global step 785: loss = 17.7703 (0.060 sec/step)
INFO:tensorflow:global step 785: loss = 17.7703 (0.060 sec/step)
INFO:tensorflow:global step 786: loss = 18.7086 (0.062 sec/step)
INFO:tensorflow:global step 786: loss = 18.7086 (0.062 sec/step)
INFO:tensorflow:global step 787: loss = 14.9195 (0.056 sec/step)
INFO:tensorflow:global step 787: loss = 14.9195 (0.056 sec/step)
INFO:tensorflow:global step 788: loss = 18.9896 (0.061 sec/step)
INFO:tensorflow:global step 788: loss = 18.9896 (0.061 sec/step)
INFO:tensorflow:global step 789: loss = 17.9334 (0.059 sec/step)
INFO:tensorflow:global step 789: loss = 17.9334 (0.059 sec/step)
INFO:tensorflow:global step 790: loss = 19.4462 (0.061 sec/step)
INFO:tensorflow:global step 790: loss = 19.4462 (0.061 sec/step)
INFO:tensorflow:global step 791: loss = 17.2706 (0.063 sec/step)
INFO:tensorflow:global step 791: loss = 17.2706 (0.063 sec/step)
INFO:tensorflow:global step 792: loss = 18.9247 (0.068 sec/step)
INFO:tensorflow:global step 792: loss = 18.9247 (0.068 sec/step)
INFO:tensorflow:global step 793: loss = 14.8791 (0.070 sec/step)
INFO:tensorflow:global step 793: loss = 14.8791 (0.070 sec/step)
INFO:tensorflow:global step 794: loss = 16.0775 (0.056 sec/step)
INFO:tensorflow:global step 794: loss = 16.0775 (0.056 sec/step)
INFO:tensorflow:global step 795: loss = 16.9852 (0.063 sec/step)
INFO:tensorflow:global step 795: loss = 16.9852 (0.063 sec/step)
INFO:tensorflow:global step 796: loss = 17.3876 (0.060 sec/step)
INFO:tensorflow:global step 796: loss = 17.3876 (0.060 sec/step)
INFO:tensorflow:global step 797: loss = 17.2525 (0.061 sec/step)
INFO:tensorflow:global step 797: loss = 17.2525 (0.061 sec/step)
INFO:tensorflow:global step 798: loss = 17.7774 (0.059 sec/step)
INFO:tensorflow:global step 798: loss = 17.7774 (0.059 sec/step)
INFO:tensorflow:global step 799: loss = 14.4578 (0.059 sec/step)
INFO:tensorflow:global step 799: loss = 14.4578 (0.059 sec/step)
INFO:tensorflow:global step 800: loss = 18.5354 (0.064 sec/step)
INFO:tensorflow:global step 800: loss = 18.5354 (0.064 sec/step)
INFO:tensorflow:global step 801: loss = 16.9271 (0.063 sec/step)
INFO:tensorflow:global step 801: loss = 16.9271 (0.063 sec/step)
INFO:tensorflow:global step 802: loss = 22.5788 (0.062 sec/step)
INFO:tensorflow:global step 802: loss = 22.5788 (0.062 sec/step)
INFO:tensorflow:global step 803: loss = 15.9300 (0.056 sec/step)
INFO:tensorflow:global step 803: loss = 15.9300 (0.056 sec/step)
INFO:tensorflow:global step 804: loss = 15.2285 (0.061 sec/step)
INFO:tensorflow:global step 804: loss = 15.2285 (0.061 sec/step)
INFO:tensorflow:global step 805: loss = 15.3632 (0.058 sec/step)
INFO:tensorflow:global step 805: loss = 15.3632 (0.058 sec/step)
INFO:tensorflow:global step 806: loss = 13.9600 (0.058 sec/step)
INFO:tensorflow:global step 806: loss = 13.9600 (0.058 sec/step)
INFO:tensorflow:global step 807: loss = 23.5828 (0.063 sec/step)
INFO:tensorflow:global step 807: loss = 23.5828 (0.063 sec/step)
INFO:tensorflow:global step 808: loss = 13.8654 (0.059 sec/step)
INFO:tensorflow:global step 808: loss = 13.8654 (0.059 sec/step)
INFO:tensorflow:global step 809: loss = 18.0268 (0.069 sec/step)
INFO:tensorflow:global step 809: loss = 18.0268 (0.069 sec/step)
INFO:tensorflow:global step 810: loss = 13.6248 (0.063 sec/step)
INFO:tensorflow:global step 810: loss = 13.6248 (0.063 sec/step)
INFO:tensorflow:global step 811: loss = 19.1314 (0.056 sec/step)
INFO:tensorflow:global step 811: loss = 19.1314 (0.056 sec/step)
INFO:tensorflow:global step 812: loss = 13.6822 (0.061 sec/step)
INFO:tensorflow:global step 812: loss = 13.6822 (0.061 sec/step)
INFO:tensorflow:global step 813: loss = 18.6624 (0.059 sec/step)
INFO:tensorflow:global step 813: loss = 18.6624 (0.059 sec/step)
INFO:tensorflow:global step 814: loss = 20.0515 (0.062 sec/step)
INFO:tensorflow:global step 814: loss = 20.0515 (0.062 sec/step)
INFO:tensorflow:global step 815: loss = 14.9157 (0.060 sec/step)
INFO:tensorflow:global step 815: loss = 14.9157 (0.060 sec/step)
INFO:tensorflow:global step 816: loss = 22.2049 (0.063 sec/step)
INFO:tensorflow:global step 816: loss = 22.2049 (0.063 sec/step)
INFO:tensorflow:global step 817: loss = 18.3326 (0.061 sec/step)
INFO:tensorflow:global step 817: loss = 18.3326 (0.061 sec/step)
INFO:tensorflow:global step 818: loss = 21.1932 (0.053 sec/step)
INFO:tensorflow:global step 818: loss = 21.1932 (0.053 sec/step)
INFO:tensorflow:global step 819: loss = 24.1158 (0.062 sec/step)
INFO:tensorflow:global step 819: loss = 24.1158 (0.062 sec/step)
INFO:tensorflow:global step 820: loss = 13.7904 (0.058 sec/step)
INFO:tensorflow:global step 820: loss = 13.7904 (0.058 sec/step)
INFO:tensorflow:global step 821: loss = 17.5211 (0.063 sec/step)
INFO:tensorflow:global step 821: loss = 17.5211 (0.063 sec/step)
INFO:tensorflow:global step 822: loss = 22.2894 (0.059 sec/step)
INFO:tensorflow:global step 822: loss = 22.2894 (0.059 sec/step)
INFO:tensorflow:global step 823: loss = 23.5617 (0.059 sec/step)
INFO:tensorflow:global step 823: loss = 23.5617 (0.059 sec/step)
INFO:tensorflow:global step 824: loss = 15.1263 (0.058 sec/step)
INFO:tensorflow:global step 824: loss = 15.1263 (0.058 sec/step)
INFO:tensorflow:global step 825: loss = 17.0256 (0.061 sec/step)
INFO:tensorflow:global step 825: loss = 17.0256 (0.061 sec/step)
INFO:tensorflow:global step 826: loss = 20.2199 (0.060 sec/step)
INFO:tensorflow:global step 826: loss = 20.2199 (0.060 sec/step)
INFO:tensorflow:global step 827: loss = 14.1005 (0.057 sec/step)
INFO:tensorflow:global step 827: loss = 14.1005 (0.057 sec/step)
INFO:tensorflow:global step 828: loss = 15.2676 (0.057 sec/step)
INFO:tensorflow:global step 828: loss = 15.2676 (0.057 sec/step)
INFO:tensorflow:global step 829: loss = 15.9656 (0.058 sec/step)
INFO:tensorflow:global step 829: loss = 15.9656 (0.058 sec/step)
INFO:tensorflow:global step 830: loss = 15.5162 (0.056 sec/step)
INFO:tensorflow:global step 830: loss = 15.5162 (0.056 sec/step)
INFO:tensorflow:global step 831: loss = 20.7946 (0.070 sec/step)
INFO:tensorflow:global step 831: loss = 20.7946 (0.070 sec/step)
INFO:tensorflow:global step 832: loss = 15.4029 (0.068 sec/step)
INFO:tensorflow:global step 832: loss = 15.4029 (0.068 sec/step)
INFO:tensorflow:global step 833: loss = 18.7123 (0.070 sec/step)
INFO:tensorflow:global step 833: loss = 18.7123 (0.070 sec/step)
INFO:tensorflow:global step 834: loss = 12.9450 (0.060 sec/step)
INFO:tensorflow:global step 834: loss = 12.9450 (0.060 sec/step)
INFO:tensorflow:global step 835: loss = 21.3642 (0.060 sec/step)
INFO:tensorflow:global step 835: loss = 21.3642 (0.060 sec/step)
INFO:tensorflow:global step 836: loss = 17.6269 (0.060 sec/step)
INFO:tensorflow:global step 836: loss = 17.6269 (0.060 sec/step)
INFO:tensorflow:global step 837: loss = 18.1404 (0.061 sec/step)
INFO:tensorflow:global step 837: loss = 18.1404 (0.061 sec/step)
INFO:tensorflow:global step 838: loss = 17.5017 (0.061 sec/step)
INFO:tensorflow:global step 838: loss = 17.5017 (0.061 sec/step)
INFO:tensorflow:global step 839: loss = 16.4393 (0.059 sec/step)
INFO:tensorflow:global step 839: loss = 16.4393 (0.059 sec/step)
INFO:tensorflow:global step 840: loss = 17.8465 (0.054 sec/step)
INFO:tensorflow:global step 840: loss = 17.8465 (0.054 sec/step)
INFO:tensorflow:global step 841: loss = 18.4514 (0.060 sec/step)
INFO:tensorflow:global step 841: loss = 18.4514 (0.060 sec/step)
INFO:tensorflow:global step 842: loss = 17.0216 (0.056 sec/step)
INFO:tensorflow:global step 842: loss = 17.0216 (0.056 sec/step)
INFO:tensorflow:global step 843: loss = 20.1198 (0.059 sec/step)
INFO:tensorflow:global step 843: loss = 20.1198 (0.059 sec/step)
INFO:tensorflow:global step 844: loss = 15.2016 (0.056 sec/step)
INFO:tensorflow:global step 844: loss = 15.2016 (0.056 sec/step)
INFO:tensorflow:global step 845: loss = 16.4769 (0.055 sec/step)
INFO:tensorflow:global step 845: loss = 16.4769 (0.055 sec/step)
INFO:tensorflow:global step 846: loss = 14.3621 (0.058 sec/step)
INFO:tensorflow:global step 846: loss = 14.3621 (0.058 sec/step)
INFO:tensorflow:global step 847: loss = 16.3528 (0.065 sec/step)
INFO:tensorflow:global step 847: loss = 16.3528 (0.065 sec/step)
INFO:tensorflow:global step 848: loss = 15.6458 (0.066 sec/step)
INFO:tensorflow:global step 848: loss = 15.6458 (0.066 sec/step)
INFO:tensorflow:global step 849: loss = 15.2855 (0.054 sec/step)
INFO:tensorflow:global step 849: loss = 15.2855 (0.054 sec/step)
INFO:tensorflow:global step 850: loss = 20.7195 (0.055 sec/step)
INFO:tensorflow:global step 850: loss = 20.7195 (0.055 sec/step)
INFO:tensorflow:global step 851: loss = 16.3029 (0.056 sec/step)
INFO:tensorflow:global step 851: loss = 16.3029 (0.056 sec/step)
INFO:tensorflow:global step 852: loss = 14.9232 (0.058 sec/step)
INFO:tensorflow:global step 852: loss = 14.9232 (0.058 sec/step)
INFO:tensorflow:global step 853: loss = 15.8344 (0.064 sec/step)
INFO:tensorflow:global step 853: loss = 15.8344 (0.064 sec/step)
INFO:tensorflow:global step 854: loss = 14.6840 (0.057 sec/step)
INFO:tensorflow:global step 854: loss = 14.6840 (0.057 sec/step)
INFO:tensorflow:global step 855: loss = 16.0939 (0.063 sec/step)
INFO:tensorflow:global step 855: loss = 16.0939 (0.063 sec/step)
INFO:tensorflow:global step 856: loss = 14.6923 (0.056 sec/step)
INFO:tensorflow:global step 856: loss = 14.6923 (0.056 sec/step)
INFO:tensorflow:global step 857: loss = 19.5758 (0.055 sec/step)
INFO:tensorflow:global step 857: loss = 19.5758 (0.055 sec/step)
INFO:tensorflow:global step 858: loss = 18.5773 (0.061 sec/step)
INFO:tensorflow:global step 858: loss = 18.5773 (0.061 sec/step)
INFO:tensorflow:global step 859: loss = 14.1667 (0.062 sec/step)
INFO:tensorflow:global step 859: loss = 14.1667 (0.062 sec/step)
INFO:tensorflow:global step 860: loss = 14.8016 (0.057 sec/step)
INFO:tensorflow:global step 860: loss = 14.8016 (0.057 sec/step)
INFO:tensorflow:global step 861: loss = 19.6800 (0.058 sec/step)
INFO:tensorflow:global step 861: loss = 19.6800 (0.058 sec/step)
INFO:tensorflow:global step 862: loss = 12.6512 (0.063 sec/step)
INFO:tensorflow:global step 862: loss = 12.6512 (0.063 sec/step)
INFO:tensorflow:global step 863: loss = 14.8125 (0.060 sec/step)
INFO:tensorflow:global step 863: loss = 14.8125 (0.060 sec/step)
INFO:tensorflow:global step 864: loss = 16.1180 (0.056 sec/step)
INFO:tensorflow:global step 864: loss = 16.1180 (0.056 sec/step)
INFO:tensorflow:global step 865: loss = 18.8014 (0.059 sec/step)
INFO:tensorflow:global step 865: loss = 18.8014 (0.059 sec/step)
INFO:tensorflow:global step 866: loss = 19.3631 (0.057 sec/step)
INFO:tensorflow:global step 866: loss = 19.3631 (0.057 sec/step)
INFO:tensorflow:global step 867: loss = 14.8729 (0.055 sec/step)
INFO:tensorflow:global step 867: loss = 14.8729 (0.055 sec/step)
INFO:tensorflow:global step 868: loss = 15.6819 (0.057 sec/step)
INFO:tensorflow:global step 868: loss = 15.6819 (0.057 sec/step)
INFO:tensorflow:global step 869: loss = 15.9143 (0.066 sec/step)
INFO:tensorflow:global step 869: loss = 15.9143 (0.066 sec/step)
INFO:tensorflow:global step 870: loss = 18.1239 (0.056 sec/step)
INFO:tensorflow:global step 870: loss = 18.1239 (0.056 sec/step)
INFO:tensorflow:global step 871: loss = 16.2752 (0.059 sec/step)
INFO:tensorflow:global step 871: loss = 16.2752 (0.059 sec/step)
INFO:tensorflow:global step 872: loss = 17.9192 (0.067 sec/step)
INFO:tensorflow:global step 872: loss = 17.9192 (0.067 sec/step)
INFO:tensorflow:global step 873: loss = 14.5843 (0.061 sec/step)
INFO:tensorflow:global step 873: loss = 14.5843 (0.061 sec/step)
INFO:tensorflow:global step 874: loss = 14.2961 (0.056 sec/step)
INFO:tensorflow:global step 874: loss = 14.2961 (0.056 sec/step)
INFO:tensorflow:global step 875: loss = 16.4511 (0.059 sec/step)
INFO:tensorflow:global step 875: loss = 16.4511 (0.059 sec/step)
INFO:tensorflow:global step 876: loss = 20.6409 (0.070 sec/step)
INFO:tensorflow:global step 876: loss = 20.6409 (0.070 sec/step)
INFO:tensorflow:global step 877: loss = 18.0831 (0.069 sec/step)
INFO:tensorflow:global step 877: loss = 18.0831 (0.069 sec/step)
INFO:tensorflow:global step 878: loss = 24.3741 (0.063 sec/step)
INFO:tensorflow:global step 878: loss = 24.3741 (0.063 sec/step)
INFO:tensorflow:global step 879: loss = 22.0983 (0.061 sec/step)
INFO:tensorflow:global step 879: loss = 22.0983 (0.061 sec/step)
INFO:tensorflow:global step 880: loss = 13.9995 (0.056 sec/step)
INFO:tensorflow:global step 880: loss = 13.9995 (0.056 sec/step)
INFO:tensorflow:global step 881: loss = 16.8871 (0.057 sec/step)
INFO:tensorflow:global step 881: loss = 16.8871 (0.057 sec/step)
INFO:tensorflow:global step 882: loss = 23.8869 (0.057 sec/step)
INFO:tensorflow:global step 882: loss = 23.8869 (0.057 sec/step)
INFO:tensorflow:global step 883: loss = 12.7372 (0.059 sec/step)
INFO:tensorflow:global step 883: loss = 12.7372 (0.059 sec/step)
INFO:tensorflow:global step 884: loss = 13.8574 (0.053 sec/step)
INFO:tensorflow:global step 884: loss = 13.8574 (0.053 sec/step)
INFO:tensorflow:global step 885: loss = 15.2415 (0.065 sec/step)
INFO:tensorflow:global step 885: loss = 15.2415 (0.065 sec/step)
INFO:tensorflow:global step 886: loss = 13.7700 (0.074 sec/step)
INFO:tensorflow:global step 886: loss = 13.7700 (0.074 sec/step)
INFO:tensorflow:global step 887: loss = 14.4185 (0.056 sec/step)
INFO:tensorflow:global step 887: loss = 14.4185 (0.056 sec/step)
INFO:tensorflow:global step 888: loss = 17.7514 (0.060 sec/step)
INFO:tensorflow:global step 888: loss = 17.7514 (0.060 sec/step)
INFO:tensorflow:global step 889: loss = 15.9007 (0.066 sec/step)
INFO:tensorflow:global step 889: loss = 15.9007 (0.066 sec/step)
INFO:tensorflow:global step 890: loss = 17.9226 (0.060 sec/step)
INFO:tensorflow:global step 890: loss = 17.9226 (0.060 sec/step)
INFO:tensorflow:global step 891: loss = 13.5771 (0.060 sec/step)
INFO:tensorflow:global step 891: loss = 13.5771 (0.060 sec/step)
INFO:tensorflow:global step 892: loss = 20.0215 (0.071 sec/step)
INFO:tensorflow:global step 892: loss = 20.0215 (0.071 sec/step)
INFO:tensorflow:global step 893: loss = 15.1162 (0.060 sec/step)
INFO:tensorflow:global step 893: loss = 15.1162 (0.060 sec/step)
INFO:tensorflow:global step 894: loss = 15.0775 (0.057 sec/step)
INFO:tensorflow:global step 894: loss = 15.0775 (0.057 sec/step)
INFO:tensorflow:global step 895: loss = 14.4410 (0.060 sec/step)
INFO:tensorflow:global step 895: loss = 14.4410 (0.060 sec/step)
INFO:tensorflow:global step 896: loss = 18.7414 (0.062 sec/step)
INFO:tensorflow:global step 896: loss = 18.7414 (0.062 sec/step)
INFO:tensorflow:global step 897: loss = 17.9628 (0.061 sec/step)
INFO:tensorflow:global step 897: loss = 17.9628 (0.061 sec/step)
INFO:tensorflow:global step 898: loss = 0.3964 (0.064 sec/step)
INFO:tensorflow:global step 898: loss = 0.3964 (0.064 sec/step)
INFO:tensorflow:global step 899: loss = 13.1277 (0.065 sec/step)
INFO:tensorflow:global step 899: loss = 13.1277 (0.065 sec/step)
INFO:tensorflow:global step 900: loss = 15.5532 (0.066 sec/step)
INFO:tensorflow:global step 900: loss = 15.5532 (0.066 sec/step)
INFO:tensorflow:global step 901: loss = 15.3108 (0.064 sec/step)
INFO:tensorflow:global step 901: loss = 15.3108 (0.064 sec/step)
INFO:tensorflow:global step 902: loss = 17.7402 (0.060 sec/step)
INFO:tensorflow:global step 902: loss = 17.7402 (0.060 sec/step)
INFO:tensorflow:global step 903: loss = 13.8009 (0.067 sec/step)
INFO:tensorflow:global step 903: loss = 13.8009 (0.067 sec/step)
INFO:tensorflow:global step 904: loss = 15.2730 (0.061 sec/step)
INFO:tensorflow:global step 904: loss = 15.2730 (0.061 sec/step)
INFO:tensorflow:global step 905: loss = 17.4584 (0.061 sec/step)
INFO:tensorflow:global step 905: loss = 17.4584 (0.061 sec/step)
INFO:tensorflow:global step 906: loss = 21.9364 (0.058 sec/step)
INFO:tensorflow:global step 906: loss = 21.9364 (0.058 sec/step)
INFO:tensorflow:global step 907: loss = 16.9042 (0.058 sec/step)
INFO:tensorflow:global step 907: loss = 16.9042 (0.058 sec/step)
INFO:tensorflow:global step 908: loss = 13.9343 (0.054 sec/step)
INFO:tensorflow:global step 908: loss = 13.9343 (0.054 sec/step)
INFO:tensorflow:global step 909: loss = 17.9869 (0.056 sec/step)
INFO:tensorflow:global step 909: loss = 17.9869 (0.056 sec/step)
INFO:tensorflow:global step 910: loss = 19.4215 (0.055 sec/step)
INFO:tensorflow:global step 910: loss = 19.4215 (0.055 sec/step)
INFO:tensorflow:global step 911: loss = 12.4272 (0.066 sec/step)
INFO:tensorflow:global step 911: loss = 12.4272 (0.066 sec/step)
INFO:tensorflow:global step 912: loss = 16.7873 (0.060 sec/step)
INFO:tensorflow:global step 912: loss = 16.7873 (0.060 sec/step)
INFO:tensorflow:global step 913: loss = 16.6227 (0.057 sec/step)
INFO:tensorflow:global step 913: loss = 16.6227 (0.057 sec/step)
INFO:tensorflow:global step 914: loss = 11.2344 (0.055 sec/step)
INFO:tensorflow:global step 914: loss = 11.2344 (0.055 sec/step)
INFO:tensorflow:global step 915: loss = 15.3462 (0.056 sec/step)
INFO:tensorflow:global step 915: loss = 15.3462 (0.056 sec/step)
INFO:tensorflow:global step 916: loss = 15.7083 (0.056 sec/step)
INFO:tensorflow:global step 916: loss = 15.7083 (0.056 sec/step)
INFO:tensorflow:global step 917: loss = 15.6879 (0.061 sec/step)
INFO:tensorflow:global step 917: loss = 15.6879 (0.061 sec/step)
INFO:tensorflow:global step 918: loss = 16.3323 (0.054 sec/step)
INFO:tensorflow:global step 918: loss = 16.3323 (0.054 sec/step)
INFO:tensorflow:global step 919: loss = 10.6417 (0.059 sec/step)
INFO:tensorflow:global step 919: loss = 10.6417 (0.059 sec/step)
INFO:tensorflow:global step 920: loss = 17.8993 (0.061 sec/step)
INFO:tensorflow:global step 920: loss = 17.8993 (0.061 sec/step)
INFO:tensorflow:global step 921: loss = 18.1242 (0.053 sec/step)
INFO:tensorflow:global step 921: loss = 18.1242 (0.053 sec/step)
INFO:tensorflow:global step 922: loss = 19.4560 (0.061 sec/step)
INFO:tensorflow:global step 922: loss = 19.4560 (0.061 sec/step)
INFO:tensorflow:global step 923: loss = 11.3307 (0.059 sec/step)
INFO:tensorflow:global step 923: loss = 11.3307 (0.059 sec/step)
INFO:tensorflow:global step 924: loss = 18.3492 (0.057 sec/step)
INFO:tensorflow:global step 924: loss = 18.3492 (0.057 sec/step)
INFO:tensorflow:global step 925: loss = 11.7078 (0.075 sec/step)
INFO:tensorflow:global step 925: loss = 11.7078 (0.075 sec/step)
INFO:tensorflow:global step 926: loss = 21.6096 (0.064 sec/step)
INFO:tensorflow:global step 926: loss = 21.6096 (0.064 sec/step)
INFO:tensorflow:global step 927: loss = 14.4967 (0.058 sec/step)
INFO:tensorflow:global step 927: loss = 14.4967 (0.058 sec/step)
INFO:tensorflow:global step 928: loss = 15.6631 (0.068 sec/step)
INFO:tensorflow:global step 928: loss = 15.6631 (0.068 sec/step)
INFO:tensorflow:global step 929: loss = 16.8552 (0.055 sec/step)
INFO:tensorflow:global step 929: loss = 16.8552 (0.055 sec/step)
INFO:tensorflow:global step 930: loss = 17.8810 (0.060 sec/step)
INFO:tensorflow:global step 930: loss = 17.8810 (0.060 sec/step)
INFO:tensorflow:global step 931: loss = 17.1888 (0.066 sec/step)
INFO:tensorflow:global step 931: loss = 17.1888 (0.066 sec/step)
INFO:tensorflow:global step 932: loss = 12.5517 (0.054 sec/step)
INFO:tensorflow:global step 932: loss = 12.5517 (0.054 sec/step)
INFO:tensorflow:global step 933: loss = 17.7011 (0.060 sec/step)
INFO:tensorflow:global step 933: loss = 17.7011 (0.060 sec/step)
INFO:tensorflow:global step 934: loss = 14.7089 (0.061 sec/step)
INFO:tensorflow:global step 934: loss = 14.7089 (0.061 sec/step)
INFO:tensorflow:global step 935: loss = 19.4189 (0.060 sec/step)
INFO:tensorflow:global step 935: loss = 19.4189 (0.060 sec/step)
INFO:tensorflow:global step 936: loss = 16.2460 (0.059 sec/step)
INFO:tensorflow:global step 936: loss = 16.2460 (0.059 sec/step)
INFO:tensorflow:global step 937: loss = 16.8507 (0.057 sec/step)
INFO:tensorflow:global step 937: loss = 16.8507 (0.057 sec/step)
INFO:tensorflow:global step 938: loss = 15.1493 (0.061 sec/step)
INFO:tensorflow:global step 938: loss = 15.1493 (0.061 sec/step)
INFO:tensorflow:global step 939: loss = 18.9594 (0.058 sec/step)
INFO:tensorflow:global step 939: loss = 18.9594 (0.058 sec/step)
INFO:tensorflow:global step 940: loss = 15.5057 (0.062 sec/step)
INFO:tensorflow:global step 940: loss = 15.5057 (0.062 sec/step)
INFO:tensorflow:global step 941: loss = 15.8361 (0.062 sec/step)
INFO:tensorflow:global step 941: loss = 15.8361 (0.062 sec/step)
INFO:tensorflow:global step 942: loss = 14.5923 (0.064 sec/step)
INFO:tensorflow:global step 942: loss = 14.5923 (0.064 sec/step)
INFO:tensorflow:global step 943: loss = 16.5170 (0.059 sec/step)
INFO:tensorflow:global step 943: loss = 16.5170 (0.059 sec/step)
INFO:tensorflow:global step 944: loss = 14.3811 (0.058 sec/step)
INFO:tensorflow:global step 944: loss = 14.3811 (0.058 sec/step)
INFO:tensorflow:global step 945: loss = 19.1287 (0.059 sec/step)
INFO:tensorflow:global step 945: loss = 19.1287 (0.059 sec/step)
INFO:tensorflow:global step 946: loss = 18.7170 (0.055 sec/step)
INFO:tensorflow:global step 946: loss = 18.7170 (0.055 sec/step)
INFO:tensorflow:global step 947: loss = 14.4079 (0.057 sec/step)
INFO:tensorflow:global step 947: loss = 14.4079 (0.057 sec/step)
INFO:tensorflow:global step 948: loss = 14.0382 (0.055 sec/step)
INFO:tensorflow:global step 948: loss = 14.0382 (0.055 sec/step)
INFO:tensorflow:global step 949: loss = 16.2703 (0.060 sec/step)
INFO:tensorflow:global step 949: loss = 16.2703 (0.060 sec/step)
INFO:tensorflow:global step 950: loss = 20.3865 (0.055 sec/step)
INFO:tensorflow:global step 950: loss = 20.3865 (0.055 sec/step)
INFO:tensorflow:global step 951: loss = 18.2137 (0.060 sec/step)
INFO:tensorflow:global step 951: loss = 18.2137 (0.060 sec/step)
INFO:tensorflow:global step 952: loss = 15.7807 (0.059 sec/step)
INFO:tensorflow:global step 952: loss = 15.7807 (0.059 sec/step)
INFO:tensorflow:global step 953: loss = 15.6530 (0.060 sec/step)
INFO:tensorflow:global step 953: loss = 15.6530 (0.060 sec/step)
INFO:tensorflow:global step 954: loss = 14.4638 (0.058 sec/step)
INFO:tensorflow:global step 954: loss = 14.4638 (0.058 sec/step)
INFO:tensorflow:global step 955: loss = 13.9533 (0.059 sec/step)
INFO:tensorflow:global step 955: loss = 13.9533 (0.059 sec/step)
INFO:tensorflow:global step 956: loss = 12.8243 (0.059 sec/step)
INFO:tensorflow:global step 956: loss = 12.8243 (0.059 sec/step)
INFO:tensorflow:global step 957: loss = 15.9611 (0.056 sec/step)
INFO:tensorflow:global step 957: loss = 15.9611 (0.056 sec/step)
INFO:tensorflow:global step 958: loss = 16.0243 (0.054 sec/step)
INFO:tensorflow:global step 958: loss = 16.0243 (0.054 sec/step)
INFO:tensorflow:global step 959: loss = 14.5231 (0.060 sec/step)
INFO:tensorflow:global step 959: loss = 14.5231 (0.060 sec/step)
INFO:tensorflow:global step 960: loss = 13.3204 (0.062 sec/step)
INFO:tensorflow:global step 960: loss = 13.3204 (0.062 sec/step)
INFO:tensorflow:global step 961: loss = 15.9189 (0.058 sec/step)
INFO:tensorflow:global step 961: loss = 15.9189 (0.058 sec/step)
INFO:tensorflow:global step 962: loss = 14.7614 (0.062 sec/step)
INFO:tensorflow:global step 962: loss = 14.7614 (0.062 sec/step)
INFO:tensorflow:global step 963: loss = 16.7313 (0.064 sec/step)
INFO:tensorflow:global step 963: loss = 16.7313 (0.064 sec/step)
INFO:tensorflow:global step 964: loss = 13.2895 (0.061 sec/step)
INFO:tensorflow:global step 964: loss = 13.2895 (0.061 sec/step)
INFO:tensorflow:global step 965: loss = 23.0786 (0.059 sec/step)
INFO:tensorflow:global step 965: loss = 23.0786 (0.059 sec/step)
INFO:tensorflow:global step 966: loss = 15.3268 (0.061 sec/step)
INFO:tensorflow:global step 966: loss = 15.3268 (0.061 sec/step)
INFO:tensorflow:global step 967: loss = 13.6407 (0.056 sec/step)
INFO:tensorflow:global step 967: loss = 13.6407 (0.056 sec/step)
INFO:tensorflow:global step 968: loss = 15.4285 (0.062 sec/step)
INFO:tensorflow:global step 968: loss = 15.4285 (0.062 sec/step)
INFO:tensorflow:global step 969: loss = 14.0845 (0.062 sec/step)
INFO:tensorflow:global step 969: loss = 14.0845 (0.062 sec/step)
INFO:tensorflow:global step 970: loss = 14.9526 (0.057 sec/step)
INFO:tensorflow:global step 970: loss = 14.9526 (0.057 sec/step)
INFO:tensorflow:global step 971: loss = 15.4998 (0.056 sec/step)
INFO:tensorflow:global step 971: loss = 15.4998 (0.056 sec/step)
INFO:tensorflow:global step 972: loss = 12.1963 (0.058 sec/step)
INFO:tensorflow:global step 972: loss = 12.1963 (0.058 sec/step)
INFO:tensorflow:global step 973: loss = 15.8125 (0.059 sec/step)
INFO:tensorflow:global step 973: loss = 15.8125 (0.059 sec/step)
INFO:tensorflow:global step 974: loss = 15.7257 (0.064 sec/step)
INFO:tensorflow:global step 974: loss = 15.7257 (0.064 sec/step)
INFO:tensorflow:global step 975: loss = 14.9127 (0.059 sec/step)
INFO:tensorflow:global step 975: loss = 14.9127 (0.059 sec/step)
INFO:tensorflow:global step 976: loss = 13.2729 (0.066 sec/step)
INFO:tensorflow:global step 976: loss = 13.2729 (0.066 sec/step)
INFO:tensorflow:global step 977: loss = 19.6697 (0.058 sec/step)
INFO:tensorflow:global step 977: loss = 19.6697 (0.058 sec/step)
INFO:tensorflow:global step 978: loss = 15.0102 (0.055 sec/step)
INFO:tensorflow:global step 978: loss = 15.0102 (0.055 sec/step)
INFO:tensorflow:global step 979: loss = 12.0582 (0.057 sec/step)
INFO:tensorflow:global step 979: loss = 12.0582 (0.057 sec/step)
INFO:tensorflow:global step 980: loss = 13.2572 (0.065 sec/step)
INFO:tensorflow:global step 980: loss = 13.2572 (0.065 sec/step)
INFO:tensorflow:global step 981: loss = 15.4261 (0.060 sec/step)
INFO:tensorflow:global step 981: loss = 15.4261 (0.060 sec/step)
INFO:tensorflow:global step 982: loss = 15.0980 (0.057 sec/step)
INFO:tensorflow:global step 982: loss = 15.0980 (0.057 sec/step)
INFO:tensorflow:global step 983: loss = 17.6967 (0.061 sec/step)
INFO:tensorflow:global step 983: loss = 17.6967 (0.061 sec/step)
INFO:tensorflow:global step 984: loss = 16.3339 (0.060 sec/step)
INFO:tensorflow:global step 984: loss = 16.3339 (0.060 sec/step)
INFO:tensorflow:global step 985: loss = 14.8184 (0.064 sec/step)
INFO:tensorflow:global step 985: loss = 14.8184 (0.064 sec/step)
INFO:tensorflow:global step 986: loss = 16.1537 (0.061 sec/step)
INFO:tensorflow:global step 986: loss = 16.1537 (0.061 sec/step)
INFO:tensorflow:global step 987: loss = 18.7439 (0.059 sec/step)
INFO:tensorflow:global step 987: loss = 18.7439 (0.059 sec/step)
INFO:tensorflow:global step 988: loss = 17.8908 (0.062 sec/step)
INFO:tensorflow:global step 988: loss = 17.8908 (0.062 sec/step)
INFO:tensorflow:global step 989: loss = 15.3202 (0.068 sec/step)
INFO:tensorflow:global step 989: loss = 15.3202 (0.068 sec/step)
INFO:tensorflow:global step 990: loss = 19.1369 (0.057 sec/step)
INFO:tensorflow:global step 990: loss = 19.1369 (0.057 sec/step)
INFO:tensorflow:global step 991: loss = 20.7675 (0.065 sec/step)
INFO:tensorflow:global step 991: loss = 20.7675 (0.065 sec/step)
INFO:tensorflow:global step 992: loss = 15.9980 (0.061 sec/step)
INFO:tensorflow:global step 992: loss = 15.9980 (0.061 sec/step)
INFO:tensorflow:global step 993: loss = 18.6903 (0.051 sec/step)
INFO:tensorflow:global step 993: loss = 18.6903 (0.051 sec/step)
INFO:tensorflow:global step 994: loss = 14.6510 (0.057 sec/step)
INFO:tensorflow:global step 994: loss = 14.6510 (0.057 sec/step)
INFO:tensorflow:global step 995: loss = 12.7386 (0.068 sec/step)
INFO:tensorflow:global step 995: loss = 12.7386 (0.068 sec/step)
INFO:tensorflow:global step 996: loss = 17.2699 (0.061 sec/step)
INFO:tensorflow:global step 996: loss = 17.2699 (0.061 sec/step)
INFO:tensorflow:global step 997: loss = 18.9395 (0.059 sec/step)
INFO:tensorflow:global step 997: loss = 18.9395 (0.059 sec/step)
INFO:tensorflow:global step 998: loss = 14.9137 (0.063 sec/step)
INFO:tensorflow:global step 998: loss = 14.9137 (0.063 sec/step)
INFO:tensorflow:global step 999: loss = 17.2236 (0.057 sec/step)
INFO:tensorflow:global step 999: loss = 17.2236 (0.057 sec/step)
INFO:tensorflow:global step 1000: loss = 14.8053 (0.056 sec/step)
INFO:tensorflow:global step 1000: loss = 14.8053 (0.056 sec/step)
INFO:tensorflow:global step 1001: loss = 15.8252 (0.062 sec/step)
INFO:tensorflow:global step 1001: loss = 15.8252 (0.062 sec/step)
INFO:tensorflow:global step 1002: loss = 24.9470 (0.056 sec/step)
INFO:tensorflow:global step 1002: loss = 24.9470 (0.056 sec/step)
INFO:tensorflow:global step 1003: loss = 16.1470 (0.056 sec/step)
INFO:tensorflow:global step 1003: loss = 16.1470 (0.056 sec/step)
INFO:tensorflow:global step 1004: loss = 15.8074 (0.056 sec/step)
INFO:tensorflow:global step 1004: loss = 15.8074 (0.056 sec/step)
INFO:tensorflow:global step 1005: loss = 14.0331 (0.057 sec/step)
INFO:tensorflow:global step 1005: loss = 14.0331 (0.057 sec/step)
INFO:tensorflow:global step 1006: loss = 11.8527 (0.059 sec/step)
INFO:tensorflow:global step 1006: loss = 11.8527 (0.059 sec/step)
INFO:tensorflow:global step 1007: loss = 16.4769 (0.058 sec/step)
INFO:tensorflow:global step 1007: loss = 16.4769 (0.058 sec/step)
INFO:tensorflow:global step 1008: loss = 13.2698 (0.056 sec/step)
INFO:tensorflow:global step 1008: loss = 13.2698 (0.056 sec/step)
INFO:tensorflow:global step 1009: loss = 18.7521 (0.059 sec/step)
INFO:tensorflow:global step 1009: loss = 18.7521 (0.059 sec/step)
INFO:tensorflow:global step 1010: loss = 14.1759 (0.056 sec/step)
INFO:tensorflow:global step 1010: loss = 14.1759 (0.056 sec/step)
INFO:tensorflow:global step 1011: loss = 14.1502 (0.060 sec/step)
INFO:tensorflow:global step 1011: loss = 14.1502 (0.060 sec/step)
INFO:tensorflow:global step 1012: loss = 17.2342 (0.073 sec/step)
INFO:tensorflow:global step 1012: loss = 17.2342 (0.073 sec/step)
INFO:tensorflow:global step 1013: loss = 12.5245 (0.057 sec/step)
INFO:tensorflow:global step 1013: loss = 12.5245 (0.057 sec/step)
INFO:tensorflow:global step 1014: loss = 0.3964 (0.061 sec/step)
INFO:tensorflow:global step 1014: loss = 0.3964 (0.061 sec/step)
INFO:tensorflow:global step 1015: loss = 13.8668 (0.063 sec/step)
INFO:tensorflow:global step 1015: loss = 13.8668 (0.063 sec/step)
INFO:tensorflow:global step 1016: loss = 12.8685 (0.056 sec/step)
INFO:tensorflow:global step 1016: loss = 12.8685 (0.056 sec/step)
INFO:tensorflow:global step 1017: loss = 14.4264 (0.054 sec/step)
INFO:tensorflow:global step 1017: loss = 14.4264 (0.054 sec/step)
INFO:tensorflow:global step 1018: loss = 16.2032 (0.053 sec/step)
INFO:tensorflow:global step 1018: loss = 16.2032 (0.053 sec/step)
INFO:tensorflow:global step 1019: loss = 11.8570 (0.054 sec/step)
INFO:tensorflow:global step 1019: loss = 11.8570 (0.054 sec/step)
INFO:tensorflow:global step 1020: loss = 12.6410 (0.054 sec/step)
INFO:tensorflow:global step 1020: loss = 12.6410 (0.054 sec/step)
INFO:tensorflow:global step 1021: loss = 14.9103 (0.053 sec/step)
INFO:tensorflow:global step 1021: loss = 14.9103 (0.053 sec/step)
INFO:tensorflow:global step 1022: loss = 14.8997 (0.062 sec/step)
INFO:tensorflow:global step 1022: loss = 14.8997 (0.062 sec/step)
INFO:tensorflow:global step 1023: loss = 14.0395 (0.060 sec/step)
INFO:tensorflow:global step 1023: loss = 14.0395 (0.060 sec/step)
INFO:tensorflow:global step 1024: loss = 13.8096 (0.062 sec/step)
INFO:tensorflow:global step 1024: loss = 13.8096 (0.062 sec/step)
INFO:tensorflow:global step 1025: loss = 13.1000 (0.060 sec/step)
INFO:tensorflow:global step 1025: loss = 13.1000 (0.060 sec/step)
INFO:tensorflow:global step 1026: loss = 20.7959 (0.057 sec/step)
INFO:tensorflow:global step 1026: loss = 20.7959 (0.057 sec/step)
INFO:tensorflow:global step 1027: loss = 15.5623 (0.057 sec/step)
INFO:tensorflow:global step 1027: loss = 15.5623 (0.057 sec/step)
INFO:tensorflow:global step 1028: loss = 12.7755 (0.059 sec/step)
INFO:tensorflow:global step 1028: loss = 12.7755 (0.059 sec/step)
INFO:tensorflow:global step 1029: loss = 11.3393 (0.064 sec/step)
INFO:tensorflow:global step 1029: loss = 11.3393 (0.064 sec/step)
INFO:tensorflow:global step 1030: loss = 14.1264 (0.065 sec/step)
INFO:tensorflow:global step 1030: loss = 14.1264 (0.065 sec/step)
INFO:tensorflow:global step 1031: loss = 16.5008 (0.059 sec/step)
INFO:tensorflow:global step 1031: loss = 16.5008 (0.059 sec/step)
INFO:tensorflow:global step 1032: loss = 15.1373 (0.066 sec/step)
INFO:tensorflow:global step 1032: loss = 15.1373 (0.066 sec/step)
INFO:tensorflow:global step 1033: loss = 16.8520 (0.055 sec/step)
INFO:tensorflow:global step 1033: loss = 16.8520 (0.055 sec/step)
INFO:tensorflow:global step 1034: loss = 13.4695 (0.058 sec/step)
INFO:tensorflow:global step 1034: loss = 13.4695 (0.058 sec/step)
INFO:tensorflow:global step 1035: loss = 11.5655 (0.051 sec/step)
INFO:tensorflow:global step 1035: loss = 11.5655 (0.051 sec/step)
INFO:tensorflow:global step 1036: loss = 13.2936 (0.057 sec/step)
INFO:tensorflow:global step 1036: loss = 13.2936 (0.057 sec/step)
INFO:tensorflow:global step 1037: loss = 11.6883 (0.065 sec/step)
INFO:tensorflow:global step 1037: loss = 11.6883 (0.065 sec/step)
INFO:tensorflow:global step 1038: loss = 16.6449 (0.061 sec/step)
INFO:tensorflow:global step 1038: loss = 16.6449 (0.061 sec/step)
INFO:tensorflow:global step 1039: loss = 17.4775 (0.070 sec/step)
INFO:tensorflow:global step 1039: loss = 17.4775 (0.070 sec/step)
INFO:tensorflow:global step 1040: loss = 13.9600 (0.058 sec/step)
INFO:tensorflow:global step 1040: loss = 13.9600 (0.058 sec/step)
INFO:tensorflow:global step 1041: loss = 17.3792 (0.055 sec/step)
INFO:tensorflow:global step 1041: loss = 17.3792 (0.055 sec/step)
INFO:tensorflow:global step 1042: loss = 11.7601 (0.054 sec/step)
INFO:tensorflow:global step 1042: loss = 11.7601 (0.054 sec/step)
INFO:tensorflow:global step 1043: loss = 31.2688 (0.061 sec/step)
INFO:tensorflow:global step 1043: loss = 31.2688 (0.061 sec/step)
INFO:tensorflow:global step 1044: loss = 15.2243 (0.064 sec/step)
INFO:tensorflow:global step 1044: loss = 15.2243 (0.064 sec/step)
INFO:tensorflow:global step 1045: loss = 0.3964 (0.058 sec/step)
INFO:tensorflow:global step 1045: loss = 0.3964 (0.058 sec/step)
INFO:tensorflow:global step 1046: loss = 20.4631 (0.057 sec/step)
INFO:tensorflow:global step 1046: loss = 20.4631 (0.057 sec/step)
INFO:tensorflow:global step 1047: loss = 12.8476 (0.054 sec/step)
INFO:tensorflow:global step 1047: loss = 12.8476 (0.054 sec/step)
INFO:tensorflow:global step 1048: loss = 18.1674 (0.063 sec/step)
INFO:tensorflow:global step 1048: loss = 18.1674 (0.063 sec/step)
INFO:tensorflow:global step 1049: loss = 14.4166 (0.058 sec/step)
INFO:tensorflow:global step 1049: loss = 14.4166 (0.058 sec/step)
INFO:tensorflow:global step 1050: loss = 12.5493 (0.058 sec/step)
INFO:tensorflow:global step 1050: loss = 12.5493 (0.058 sec/step)
INFO:tensorflow:global step 1051: loss = 23.3729 (0.058 sec/step)
INFO:tensorflow:global step 1051: loss = 23.3729 (0.058 sec/step)
INFO:tensorflow:global step 1052: loss = 18.2647 (0.063 sec/step)
INFO:tensorflow:global step 1052: loss = 18.2647 (0.063 sec/step)
INFO:tensorflow:global step 1053: loss = 13.9905 (0.055 sec/step)
INFO:tensorflow:global step 1053: loss = 13.9905 (0.055 sec/step)
INFO:tensorflow:global step 1054: loss = 16.8832 (0.054 sec/step)
INFO:tensorflow:global step 1054: loss = 16.8832 (0.054 sec/step)
INFO:tensorflow:global step 1055: loss = 11.9817 (0.057 sec/step)
INFO:tensorflow:global step 1055: loss = 11.9817 (0.057 sec/step)
INFO:tensorflow:global step 1056: loss = 12.1145 (0.057 sec/step)
INFO:tensorflow:global step 1056: loss = 12.1145 (0.057 sec/step)
INFO:tensorflow:global step 1057: loss = 16.1843 (0.057 sec/step)
INFO:tensorflow:global step 1057: loss = 16.1843 (0.057 sec/step)
INFO:tensorflow:global step 1058: loss = 15.4079 (0.066 sec/step)
INFO:tensorflow:global step 1058: loss = 15.4079 (0.066 sec/step)
INFO:tensorflow:global step 1059: loss = 22.4318 (0.062 sec/step)
INFO:tensorflow:global step 1059: loss = 22.4318 (0.062 sec/step)
INFO:tensorflow:global step 1060: loss = 14.9364 (0.059 sec/step)
INFO:tensorflow:global step 1060: loss = 14.9364 (0.059 sec/step)
INFO:tensorflow:global step 1061: loss = 13.9694 (0.059 sec/step)
INFO:tensorflow:global step 1061: loss = 13.9694 (0.059 sec/step)
INFO:tensorflow:global step 1062: loss = 13.8903 (0.059 sec/step)
INFO:tensorflow:global step 1062: loss = 13.8903 (0.059 sec/step)
INFO:tensorflow:global step 1063: loss = 13.3642 (0.066 sec/step)
INFO:tensorflow:global step 1063: loss = 13.3642 (0.066 sec/step)
INFO:tensorflow:global step 1064: loss = 18.0298 (0.060 sec/step)
INFO:tensorflow:global step 1064: loss = 18.0298 (0.060 sec/step)
INFO:tensorflow:global step 1065: loss = 17.3443 (0.069 sec/step)
INFO:tensorflow:global step 1065: loss = 17.3443 (0.069 sec/step)
INFO:tensorflow:global step 1066: loss = 14.5396 (0.072 sec/step)
INFO:tensorflow:global step 1066: loss = 14.5396 (0.072 sec/step)
INFO:tensorflow:global step 1067: loss = 14.0912 (0.070 sec/step)
INFO:tensorflow:global step 1067: loss = 14.0912 (0.070 sec/step)
INFO:tensorflow:global step 1068: loss = 12.8281 (0.059 sec/step)
INFO:tensorflow:global step 1068: loss = 12.8281 (0.059 sec/step)
INFO:tensorflow:global step 1069: loss = 14.6801 (0.056 sec/step)
INFO:tensorflow:global step 1069: loss = 14.6801 (0.056 sec/step)
INFO:tensorflow:global step 1070: loss = 12.8531 (0.059 sec/step)
INFO:tensorflow:global step 1070: loss = 12.8531 (0.059 sec/step)
INFO:tensorflow:global step 1071: loss = 13.7152 (0.057 sec/step)
INFO:tensorflow:global step 1071: loss = 13.7152 (0.057 sec/step)
INFO:tensorflow:global step 1072: loss = 12.4743 (0.057 sec/step)
INFO:tensorflow:global step 1072: loss = 12.4743 (0.057 sec/step)
INFO:tensorflow:global step 1073: loss = 20.8482 (0.062 sec/step)
INFO:tensorflow:global step 1073: loss = 20.8482 (0.062 sec/step)
INFO:tensorflow:global step 1074: loss = 14.0873 (0.057 sec/step)
INFO:tensorflow:global step 1074: loss = 14.0873 (0.057 sec/step)
INFO:tensorflow:global step 1075: loss = 15.0699 (0.056 sec/step)
INFO:tensorflow:global step 1075: loss = 15.0699 (0.056 sec/step)
INFO:tensorflow:global step 1076: loss = 12.9720 (0.057 sec/step)
INFO:tensorflow:global step 1076: loss = 12.9720 (0.057 sec/step)
INFO:tensorflow:global step 1077: loss = 13.8599 (0.056 sec/step)
INFO:tensorflow:global step 1077: loss = 13.8599 (0.056 sec/step)
INFO:tensorflow:global step 1078: loss = 11.4106 (0.056 sec/step)
INFO:tensorflow:global step 1078: loss = 11.4106 (0.056 sec/step)
INFO:tensorflow:global step 1079: loss = 11.5843 (0.055 sec/step)
INFO:tensorflow:global step 1079: loss = 11.5843 (0.055 sec/step)
INFO:tensorflow:global step 1080: loss = 15.9769 (0.067 sec/step)
INFO:tensorflow:global step 1080: loss = 15.9769 (0.067 sec/step)
INFO:tensorflow:global step 1081: loss = 13.9072 (0.054 sec/step)
INFO:tensorflow:global step 1081: loss = 13.9072 (0.054 sec/step)
INFO:tensorflow:global step 1082: loss = 12.0951 (0.058 sec/step)
INFO:tensorflow:global step 1082: loss = 12.0951 (0.058 sec/step)
INFO:tensorflow:global step 1083: loss = 21.4211 (0.059 sec/step)
INFO:tensorflow:global step 1083: loss = 21.4211 (0.059 sec/step)
INFO:tensorflow:global step 1084: loss = 17.6932 (0.054 sec/step)
INFO:tensorflow:global step 1084: loss = 17.6932 (0.054 sec/step)
INFO:tensorflow:global step 1085: loss = 10.6204 (0.059 sec/step)
INFO:tensorflow:global step 1085: loss = 10.6204 (0.059 sec/step)
INFO:tensorflow:global step 1086: loss = 11.5290 (0.062 sec/step)
INFO:tensorflow:global step 1086: loss = 11.5290 (0.062 sec/step)
INFO:tensorflow:global step 1087: loss = 13.6402 (0.060 sec/step)
INFO:tensorflow:global step 1087: loss = 13.6402 (0.060 sec/step)
INFO:tensorflow:global step 1088: loss = 12.6896 (0.057 sec/step)
INFO:tensorflow:global step 1088: loss = 12.6896 (0.057 sec/step)
INFO:tensorflow:global step 1089: loss = 15.1503 (0.059 sec/step)
INFO:tensorflow:global step 1089: loss = 15.1503 (0.059 sec/step)
INFO:tensorflow:global step 1090: loss = 15.8828 (0.056 sec/step)
INFO:tensorflow:global step 1090: loss = 15.8828 (0.056 sec/step)
INFO:tensorflow:global step 1091: loss = 12.2675 (0.056 sec/step)
INFO:tensorflow:global step 1091: loss = 12.2675 (0.056 sec/step)
INFO:tensorflow:global step 1092: loss = 16.7480 (0.066 sec/step)
INFO:tensorflow:global step 1092: loss = 16.7480 (0.066 sec/step)
INFO:tensorflow:global step 1093: loss = 17.0019 (0.056 sec/step)
INFO:tensorflow:global step 1093: loss = 17.0019 (0.056 sec/step)
INFO:tensorflow:global step 1094: loss = 17.3780 (0.062 sec/step)
INFO:tensorflow:global step 1094: loss = 17.3780 (0.062 sec/step)
INFO:tensorflow:global step 1095: loss = 14.0455 (0.062 sec/step)
INFO:tensorflow:global step 1095: loss = 14.0455 (0.062 sec/step)
INFO:tensorflow:global step 1096: loss = 17.6379 (0.064 sec/step)
INFO:tensorflow:global step 1096: loss = 17.6379 (0.064 sec/step)
INFO:tensorflow:global step 1097: loss = 12.3532 (0.057 sec/step)
INFO:tensorflow:global step 1097: loss = 12.3532 (0.057 sec/step)
INFO:tensorflow:global step 1098: loss = 14.2648 (0.062 sec/step)
INFO:tensorflow:global step 1098: loss = 14.2648 (0.062 sec/step)
INFO:tensorflow:global step 1099: loss = 30.4021 (0.054 sec/step)
INFO:tensorflow:global step 1099: loss = 30.4021 (0.054 sec/step)
INFO:tensorflow:global step 1100: loss = 14.4248 (0.058 sec/step)
INFO:tensorflow:global step 1100: loss = 14.4248 (0.058 sec/step)
INFO:tensorflow:global step 1101: loss = 13.2990 (0.055 sec/step)
INFO:tensorflow:global step 1101: loss = 13.2990 (0.055 sec/step)
INFO:tensorflow:global step 1102: loss = 11.4112 (0.061 sec/step)
INFO:tensorflow:global step 1102: loss = 11.4112 (0.061 sec/step)
INFO:tensorflow:global step 1103: loss = 12.3791 (0.066 sec/step)
INFO:tensorflow:global step 1103: loss = 12.3791 (0.066 sec/step)
INFO:tensorflow:global step 1104: loss = 13.3066 (0.066 sec/step)
INFO:tensorflow:global step 1104: loss = 13.3066 (0.066 sec/step)
INFO:tensorflow:global step 1105: loss = 15.3111 (0.062 sec/step)
INFO:tensorflow:global step 1105: loss = 15.3111 (0.062 sec/step)
INFO:tensorflow:global step 1106: loss = 11.7365 (0.056 sec/step)
INFO:tensorflow:global step 1106: loss = 11.7365 (0.056 sec/step)
INFO:tensorflow:global step 1107: loss = 13.3632 (0.061 sec/step)
INFO:tensorflow:global step 1107: loss = 13.3632 (0.061 sec/step)
INFO:tensorflow:global step 1108: loss = 10.7735 (0.057 sec/step)
INFO:tensorflow:global step 1108: loss = 10.7735 (0.057 sec/step)
INFO:tensorflow:global step 1109: loss = 12.1026 (0.053 sec/step)
INFO:tensorflow:global step 1109: loss = 12.1026 (0.053 sec/step)
INFO:tensorflow:global step 1110: loss = 14.1298 (0.062 sec/step)
INFO:tensorflow:global step 1110: loss = 14.1298 (0.062 sec/step)
INFO:tensorflow:global step 1111: loss = 15.0210 (0.059 sec/step)
INFO:tensorflow:global step 1111: loss = 15.0210 (0.059 sec/step)
INFO:tensorflow:global step 1112: loss = 15.1299 (0.060 sec/step)
INFO:tensorflow:global step 1112: loss = 15.1299 (0.060 sec/step)
INFO:tensorflow:global step 1113: loss = 13.0515 (0.056 sec/step)
INFO:tensorflow:global step 1113: loss = 13.0515 (0.056 sec/step)
INFO:tensorflow:global step 1114: loss = 12.0557 (0.059 sec/step)
INFO:tensorflow:global step 1114: loss = 12.0557 (0.059 sec/step)
INFO:tensorflow:global step 1115: loss = 11.0201 (0.057 sec/step)
INFO:tensorflow:global step 1115: loss = 11.0201 (0.057 sec/step)
INFO:tensorflow:global step 1116: loss = 11.1541 (0.058 sec/step)
INFO:tensorflow:global step 1116: loss = 11.1541 (0.058 sec/step)
INFO:tensorflow:global step 1117: loss = 12.0016 (0.057 sec/step)
INFO:tensorflow:global step 1117: loss = 12.0016 (0.057 sec/step)
INFO:tensorflow:global step 1118: loss = 13.2883 (0.056 sec/step)
INFO:tensorflow:global step 1118: loss = 13.2883 (0.056 sec/step)
INFO:tensorflow:global step 1119: loss = 12.9095 (0.084 sec/step)
INFO:tensorflow:global step 1119: loss = 12.9095 (0.084 sec/step)
INFO:tensorflow:global step 1120: loss = 14.0144 (0.061 sec/step)
INFO:tensorflow:global step 1120: loss = 14.0144 (0.061 sec/step)
INFO:tensorflow:global step 1121: loss = 11.9946 (0.057 sec/step)
INFO:tensorflow:global step 1121: loss = 11.9946 (0.057 sec/step)
INFO:tensorflow:global step 1122: loss = 12.7919 (0.055 sec/step)
INFO:tensorflow:global step 1122: loss = 12.7919 (0.055 sec/step)
INFO:tensorflow:global step 1123: loss = 12.9442 (0.055 sec/step)
INFO:tensorflow:global step 1123: loss = 12.9442 (0.055 sec/step)
INFO:tensorflow:global step 1124: loss = 15.4968 (0.059 sec/step)
INFO:tensorflow:global step 1124: loss = 15.4968 (0.059 sec/step)
INFO:tensorflow:global step 1125: loss = 19.7193 (0.061 sec/step)
INFO:tensorflow:global step 1125: loss = 19.7193 (0.061 sec/step)
INFO:tensorflow:global step 1126: loss = 16.1105 (0.059 sec/step)
INFO:tensorflow:global step 1126: loss = 16.1105 (0.059 sec/step)
INFO:tensorflow:global step 1127: loss = 16.2177 (0.061 sec/step)
INFO:tensorflow:global step 1127: loss = 16.2177 (0.061 sec/step)
INFO:tensorflow:global step 1128: loss = 19.2355 (0.056 sec/step)
INFO:tensorflow:global step 1128: loss = 19.2355 (0.056 sec/step)
INFO:tensorflow:global step 1129: loss = 17.4719 (0.060 sec/step)
INFO:tensorflow:global step 1129: loss = 17.4719 (0.060 sec/step)
INFO:tensorflow:global step 1130: loss = 14.0090 (0.055 sec/step)
INFO:tensorflow:global step 1130: loss = 14.0090 (0.055 sec/step)
INFO:tensorflow:global step 1131: loss = 13.0321 (0.061 sec/step)
INFO:tensorflow:global step 1131: loss = 13.0321 (0.061 sec/step)
INFO:tensorflow:global step 1132: loss = 14.0383 (0.063 sec/step)
INFO:tensorflow:global step 1132: loss = 14.0383 (0.063 sec/step)
INFO:tensorflow:global step 1133: loss = 11.1271 (0.054 sec/step)
INFO:tensorflow:global step 1133: loss = 11.1271 (0.054 sec/step)
INFO:tensorflow:global step 1134: loss = 12.1259 (0.067 sec/step)
INFO:tensorflow:global step 1134: loss = 12.1259 (0.067 sec/step)
INFO:tensorflow:global step 1135: loss = 11.7912 (0.064 sec/step)
INFO:tensorflow:global step 1135: loss = 11.7912 (0.064 sec/step)
INFO:tensorflow:global step 1136: loss = 9.8084 (0.055 sec/step)
INFO:tensorflow:global step 1136: loss = 9.8084 (0.055 sec/step)
INFO:tensorflow:global step 1137: loss = 0.3963 (0.059 sec/step)
INFO:tensorflow:global step 1137: loss = 0.3963 (0.059 sec/step)
INFO:tensorflow:global step 1138: loss = 15.0232 (0.093 sec/step)
INFO:tensorflow:global step 1138: loss = 15.0232 (0.093 sec/step)
INFO:tensorflow:global step 1139: loss = 22.3552 (0.063 sec/step)
INFO:tensorflow:global step 1139: loss = 22.3552 (0.063 sec/step)
INFO:tensorflow:global step 1140: loss = 20.5646 (0.058 sec/step)
INFO:tensorflow:global step 1140: loss = 20.5646 (0.058 sec/step)
INFO:tensorflow:global step 1141: loss = 19.2090 (0.060 sec/step)
INFO:tensorflow:global step 1141: loss = 19.2090 (0.060 sec/step)
INFO:tensorflow:global step 1142: loss = 10.4257 (0.062 sec/step)
INFO:tensorflow:global step 1142: loss = 10.4257 (0.062 sec/step)
INFO:tensorflow:global step 1143: loss = 22.7945 (0.064 sec/step)
INFO:tensorflow:global step 1143: loss = 22.7945 (0.064 sec/step)
INFO:tensorflow:global step 1144: loss = 12.0861 (0.056 sec/step)
INFO:tensorflow:global step 1144: loss = 12.0861 (0.056 sec/step)
INFO:tensorflow:global step 1145: loss = 18.2547 (0.056 sec/step)
INFO:tensorflow:global step 1145: loss = 18.2547 (0.056 sec/step)
INFO:tensorflow:global step 1146: loss = 15.3155 (0.061 sec/step)
INFO:tensorflow:global step 1146: loss = 15.3155 (0.061 sec/step)
INFO:tensorflow:global step 1147: loss = 15.3613 (0.066 sec/step)
INFO:tensorflow:global step 1147: loss = 15.3613 (0.066 sec/step)
INFO:tensorflow:global step 1148: loss = 13.1056 (0.057 sec/step)
INFO:tensorflow:global step 1148: loss = 13.1056 (0.057 sec/step)
INFO:tensorflow:global step 1149: loss = 9.1930 (0.063 sec/step)
INFO:tensorflow:global step 1149: loss = 9.1930 (0.063 sec/step)
INFO:tensorflow:global step 1150: loss = 14.9976 (0.056 sec/step)
INFO:tensorflow:global step 1150: loss = 14.9976 (0.056 sec/step)
INFO:tensorflow:global step 1151: loss = 14.5586 (0.060 sec/step)
INFO:tensorflow:global step 1151: loss = 14.5586 (0.060 sec/step)
INFO:tensorflow:global step 1152: loss = 12.7645 (0.062 sec/step)
INFO:tensorflow:global step 1152: loss = 12.7645 (0.062 sec/step)
INFO:tensorflow:global step 1153: loss = 15.6928 (0.068 sec/step)
INFO:tensorflow:global step 1153: loss = 15.6928 (0.068 sec/step)
INFO:tensorflow:global step 1154: loss = 15.3840 (0.055 sec/step)
INFO:tensorflow:global step 1154: loss = 15.3840 (0.055 sec/step)
INFO:tensorflow:global step 1155: loss = 16.3550 (0.061 sec/step)
INFO:tensorflow:global step 1155: loss = 16.3550 (0.061 sec/step)
INFO:tensorflow:global step 1156: loss = 17.7724 (0.062 sec/step)
INFO:tensorflow:global step 1156: loss = 17.7724 (0.062 sec/step)
INFO:tensorflow:global step 1157: loss = 0.3963 (0.058 sec/step)
INFO:tensorflow:global step 1157: loss = 0.3963 (0.058 sec/step)
INFO:tensorflow:global step 1158: loss = 11.8012 (0.061 sec/step)
INFO:tensorflow:global step 1158: loss = 11.8012 (0.061 sec/step)
INFO:tensorflow:global step 1159: loss = 18.7713 (0.063 sec/step)
INFO:tensorflow:global step 1159: loss = 18.7713 (0.063 sec/step)
INFO:tensorflow:global step 1160: loss = 13.1224 (0.059 sec/step)
INFO:tensorflow:global step 1160: loss = 13.1224 (0.059 sec/step)
INFO:tensorflow:global step 1161: loss = 13.9148 (0.065 sec/step)
INFO:tensorflow:global step 1161: loss = 13.9148 (0.065 sec/step)
INFO:tensorflow:global step 1162: loss = 16.0069 (0.056 sec/step)
INFO:tensorflow:global step 1162: loss = 16.0069 (0.056 sec/step)
INFO:tensorflow:global step 1163: loss = 16.1947 (0.062 sec/step)
INFO:tensorflow:global step 1163: loss = 16.1947 (0.062 sec/step)
INFO:tensorflow:global step 1164: loss = 17.1941 (0.062 sec/step)
INFO:tensorflow:global step 1164: loss = 17.1941 (0.062 sec/step)
INFO:tensorflow:global step 1165: loss = 14.6075 (0.060 sec/step)
INFO:tensorflow:global step 1165: loss = 14.6075 (0.060 sec/step)
INFO:tensorflow:global step 1166: loss = 12.0279 (0.065 sec/step)
INFO:tensorflow:global step 1166: loss = 12.0279 (0.065 sec/step)
INFO:tensorflow:global step 1167: loss = 14.8867 (0.062 sec/step)
INFO:tensorflow:global step 1167: loss = 14.8867 (0.062 sec/step)
INFO:tensorflow:global step 1168: loss = 12.5481 (0.057 sec/step)
INFO:tensorflow:global step 1168: loss = 12.5481 (0.057 sec/step)
INFO:tensorflow:global step 1169: loss = 20.2533 (0.057 sec/step)
INFO:tensorflow:global step 1169: loss = 20.2533 (0.057 sec/step)
INFO:tensorflow:global step 1170: loss = 14.1161 (0.056 sec/step)
INFO:tensorflow:global step 1170: loss = 14.1161 (0.056 sec/step)
INFO:tensorflow:global step 1171: loss = 15.5110 (0.060 sec/step)
INFO:tensorflow:global step 1171: loss = 15.5110 (0.060 sec/step)
INFO:tensorflow:global step 1172: loss = 11.6862 (0.061 sec/step)
INFO:tensorflow:global step 1172: loss = 11.6862 (0.061 sec/step)
INFO:tensorflow:global step 1173: loss = 10.6897 (0.064 sec/step)
INFO:tensorflow:global step 1173: loss = 10.6897 (0.064 sec/step)
INFO:tensorflow:global step 1174: loss = 14.7978 (0.056 sec/step)
INFO:tensorflow:global step 1174: loss = 14.7978 (0.056 sec/step)
INFO:tensorflow:global step 1175: loss = 20.1344 (0.058 sec/step)
INFO:tensorflow:global step 1175: loss = 20.1344 (0.058 sec/step)
INFO:tensorflow:global step 1176: loss = 15.5437 (0.055 sec/step)
INFO:tensorflow:global step 1176: loss = 15.5437 (0.055 sec/step)
INFO:tensorflow:global step 1177: loss = 14.4819 (0.053 sec/step)
INFO:tensorflow:global step 1177: loss = 14.4819 (0.053 sec/step)
INFO:tensorflow:global step 1178: loss = 11.3865 (0.065 sec/step)
INFO:tensorflow:global step 1178: loss = 11.3865 (0.065 sec/step)
INFO:tensorflow:global step 1179: loss = 13.2392 (0.061 sec/step)
INFO:tensorflow:global step 1179: loss = 13.2392 (0.061 sec/step)
INFO:tensorflow:global step 1180: loss = 12.0162 (0.057 sec/step)
INFO:tensorflow:global step 1180: loss = 12.0162 (0.057 sec/step)
INFO:tensorflow:global step 1181: loss = 20.8692 (0.060 sec/step)
INFO:tensorflow:global step 1181: loss = 20.8692 (0.060 sec/step)
INFO:tensorflow:global step 1182: loss = 17.0451 (0.061 sec/step)
INFO:tensorflow:global step 1182: loss = 17.0451 (0.061 sec/step)
INFO:tensorflow:global step 1183: loss = 12.5127 (0.054 sec/step)
INFO:tensorflow:global step 1183: loss = 12.5127 (0.054 sec/step)
INFO:tensorflow:global step 1184: loss = 0.3963 (0.053 sec/step)
INFO:tensorflow:global step 1184: loss = 0.3963 (0.053 sec/step)
INFO:tensorflow:global step 1185: loss = 14.9108 (0.059 sec/step)
INFO:tensorflow:global step 1185: loss = 14.9108 (0.059 sec/step)
INFO:tensorflow:global step 1186: loss = 15.1052 (0.057 sec/step)
INFO:tensorflow:global step 1186: loss = 15.1052 (0.057 sec/step)
INFO:tensorflow:global step 1187: loss = 11.7864 (0.059 sec/step)
INFO:tensorflow:global step 1187: loss = 11.7864 (0.059 sec/step)
INFO:tensorflow:global step 1188: loss = 13.2767 (0.060 sec/step)
INFO:tensorflow:global step 1188: loss = 13.2767 (0.060 sec/step)
INFO:tensorflow:global step 1189: loss = 13.6577 (0.065 sec/step)
INFO:tensorflow:global step 1189: loss = 13.6577 (0.065 sec/step)
INFO:tensorflow:global step 1190: loss = 10.3423 (0.054 sec/step)
INFO:tensorflow:global step 1190: loss = 10.3423 (0.054 sec/step)
INFO:tensorflow:global step 1191: loss = 13.1639 (0.063 sec/step)
INFO:tensorflow:global step 1191: loss = 13.1639 (0.063 sec/step)
INFO:tensorflow:global step 1192: loss = 15.8990 (0.061 sec/step)
INFO:tensorflow:global step 1192: loss = 15.8990 (0.061 sec/step)
INFO:tensorflow:global step 1193: loss = 16.4868 (0.054 sec/step)
INFO:tensorflow:global step 1193: loss = 16.4868 (0.054 sec/step)
INFO:tensorflow:global step 1194: loss = 12.0525 (0.060 sec/step)
INFO:tensorflow:global step 1194: loss = 12.0525 (0.060 sec/step)
INFO:tensorflow:global step 1195: loss = 13.6106 (0.061 sec/step)
INFO:tensorflow:global step 1195: loss = 13.6106 (0.061 sec/step)
INFO:tensorflow:global step 1196: loss = 13.3201 (0.060 sec/step)
INFO:tensorflow:global step 1196: loss = 13.3201 (0.060 sec/step)
INFO:tensorflow:global step 1197: loss = 12.7252 (0.059 sec/step)
INFO:tensorflow:global step 1197: loss = 12.7252 (0.059 sec/step)
INFO:tensorflow:global step 1198: loss = 18.7891 (0.055 sec/step)
INFO:tensorflow:global step 1198: loss = 18.7891 (0.055 sec/step)
INFO:tensorflow:global step 1199: loss = 20.4633 (0.059 sec/step)
INFO:tensorflow:global step 1199: loss = 20.4633 (0.059 sec/step)
INFO:tensorflow:global step 1200: loss = 12.0521 (0.063 sec/step)
INFO:tensorflow:global step 1200: loss = 12.0521 (0.063 sec/step)
INFO:tensorflow:global step 1201: loss = 12.1974 (0.057 sec/step)
INFO:tensorflow:global step 1201: loss = 12.1974 (0.057 sec/step)
INFO:tensorflow:global step 1202: loss = 14.4962 (0.063 sec/step)
INFO:tensorflow:global step 1202: loss = 14.4962 (0.063 sec/step)
INFO:tensorflow:global step 1203: loss = 13.8352 (0.073 sec/step)
INFO:tensorflow:global step 1203: loss = 13.8352 (0.073 sec/step)
INFO:tensorflow:global step 1204: loss = 13.3230 (0.058 sec/step)
INFO:tensorflow:global step 1204: loss = 13.3230 (0.058 sec/step)
INFO:tensorflow:global step 1205: loss = 19.9593 (0.052 sec/step)
INFO:tensorflow:global step 1205: loss = 19.9593 (0.052 sec/step)
INFO:tensorflow:global step 1206: loss = 0.3963 (0.062 sec/step)
INFO:tensorflow:global step 1206: loss = 0.3963 (0.062 sec/step)
INFO:tensorflow:global step 1207: loss = 13.1672 (0.055 sec/step)
INFO:tensorflow:global step 1207: loss = 13.1672 (0.055 sec/step)
INFO:tensorflow:global step 1208: loss = 12.6902 (0.061 sec/step)
INFO:tensorflow:global step 1208: loss = 12.6902 (0.061 sec/step)
INFO:tensorflow:global step 1209: loss = 12.3888 (0.058 sec/step)
INFO:tensorflow:global step 1209: loss = 12.3888 (0.058 sec/step)
INFO:tensorflow:global step 1210: loss = 12.0373 (0.063 sec/step)
INFO:tensorflow:global step 1210: loss = 12.0373 (0.063 sec/step)
INFO:tensorflow:global step 1211: loss = 11.9051 (0.069 sec/step)
INFO:tensorflow:global step 1211: loss = 11.9051 (0.069 sec/step)
INFO:tensorflow:global step 1212: loss = 9.8430 (0.056 sec/step)
INFO:tensorflow:global step 1212: loss = 9.8430 (0.056 sec/step)
INFO:tensorflow:global step 1213: loss = 12.9736 (0.065 sec/step)
INFO:tensorflow:global step 1213: loss = 12.9736 (0.065 sec/step)
INFO:tensorflow:global step 1214: loss = 24.4578 (0.057 sec/step)
INFO:tensorflow:global step 1214: loss = 24.4578 (0.057 sec/step)
INFO:tensorflow:global step 1215: loss = 16.2749 (0.055 sec/step)
INFO:tensorflow:global step 1215: loss = 16.2749 (0.055 sec/step)
INFO:tensorflow:global step 1216: loss = 13.3781 (0.069 sec/step)
INFO:tensorflow:global step 1216: loss = 13.3781 (0.069 sec/step)
INFO:tensorflow:global step 1217: loss = 13.5649 (0.056 sec/step)
INFO:tensorflow:global step 1217: loss = 13.5649 (0.056 sec/step)
INFO:tensorflow:global step 1218: loss = 14.4167 (0.058 sec/step)
INFO:tensorflow:global step 1218: loss = 14.4167 (0.058 sec/step)
INFO:tensorflow:global step 1219: loss = 10.6008 (0.052 sec/step)
INFO:tensorflow:global step 1219: loss = 10.6008 (0.052 sec/step)
INFO:tensorflow:global step 1220: loss = 12.7875 (0.062 sec/step)
INFO:tensorflow:global step 1220: loss = 12.7875 (0.062 sec/step)
INFO:tensorflow:global step 1221: loss = 11.2119 (0.061 sec/step)
INFO:tensorflow:global step 1221: loss = 11.2119 (0.061 sec/step)
INFO:tensorflow:global step 1222: loss = 14.2279 (0.056 sec/step)
INFO:tensorflow:global step 1222: loss = 14.2279 (0.056 sec/step)
INFO:tensorflow:global step 1223: loss = 13.7700 (0.060 sec/step)
INFO:tensorflow:global step 1223: loss = 13.7700 (0.060 sec/step)
INFO:tensorflow:global step 1224: loss = 14.3097 (0.059 sec/step)
INFO:tensorflow:global step 1224: loss = 14.3097 (0.059 sec/step)
INFO:tensorflow:global step 1225: loss = 11.9864 (0.061 sec/step)
INFO:tensorflow:global step 1225: loss = 11.9864 (0.061 sec/step)
INFO:tensorflow:global step 1226: loss = 14.6665 (0.055 sec/step)
INFO:tensorflow:global step 1226: loss = 14.6665 (0.055 sec/step)
INFO:tensorflow:global step 1227: loss = 17.7736 (0.057 sec/step)
INFO:tensorflow:global step 1227: loss = 17.7736 (0.057 sec/step)
INFO:tensorflow:global step 1228: loss = 14.7950 (0.053 sec/step)
INFO:tensorflow:global step 1228: loss = 14.7950 (0.053 sec/step)
INFO:tensorflow:global step 1229: loss = 14.0665 (0.060 sec/step)
INFO:tensorflow:global step 1229: loss = 14.0665 (0.060 sec/step)
INFO:tensorflow:global step 1230: loss = 10.6895 (0.062 sec/step)
INFO:tensorflow:global step 1230: loss = 10.6895 (0.062 sec/step)
INFO:tensorflow:global step 1231: loss = 10.8658 (0.062 sec/step)
INFO:tensorflow:global step 1231: loss = 10.8658 (0.062 sec/step)
INFO:tensorflow:global step 1232: loss = 14.3695 (0.057 sec/step)
INFO:tensorflow:global step 1232: loss = 14.3695 (0.057 sec/step)
INFO:tensorflow:global step 1233: loss = 15.4129 (0.067 sec/step)
INFO:tensorflow:global step 1233: loss = 15.4129 (0.067 sec/step)
INFO:tensorflow:global step 1234: loss = 16.5656 (0.058 sec/step)
INFO:tensorflow:global step 1234: loss = 16.5656 (0.058 sec/step)
INFO:tensorflow:global step 1235: loss = 14.7286 (0.064 sec/step)
INFO:tensorflow:global step 1235: loss = 14.7286 (0.064 sec/step)
INFO:tensorflow:global step 1236: loss = 14.6319 (0.062 sec/step)
INFO:tensorflow:global step 1236: loss = 14.6319 (0.062 sec/step)
INFO:tensorflow:global step 1237: loss = 13.1822 (0.057 sec/step)
INFO:tensorflow:global step 1237: loss = 13.1822 (0.057 sec/step)
INFO:tensorflow:global step 1238: loss = 13.9013 (0.060 sec/step)
INFO:tensorflow:global step 1238: loss = 13.9013 (0.060 sec/step)
INFO:tensorflow:global step 1239: loss = 15.3300 (0.056 sec/step)
INFO:tensorflow:global step 1239: loss = 15.3300 (0.056 sec/step)
INFO:tensorflow:global step 1240: loss = 10.0525 (0.064 sec/step)
INFO:tensorflow:global step 1240: loss = 10.0525 (0.064 sec/step)
INFO:tensorflow:global step 1241: loss = 13.6877 (0.064 sec/step)
INFO:tensorflow:global step 1241: loss = 13.6877 (0.064 sec/step)
INFO:tensorflow:global step 1242: loss = 13.7581 (0.058 sec/step)
INFO:tensorflow:global step 1242: loss = 13.7581 (0.058 sec/step)
INFO:tensorflow:global step 1243: loss = 11.8312 (0.062 sec/step)
INFO:tensorflow:global step 1243: loss = 11.8312 (0.062 sec/step)
INFO:tensorflow:global step 1244: loss = 16.4372 (0.054 sec/step)
INFO:tensorflow:global step 1244: loss = 16.4372 (0.054 sec/step)
INFO:tensorflow:global step 1245: loss = 9.5297 (0.057 sec/step)
INFO:tensorflow:global step 1245: loss = 9.5297 (0.057 sec/step)
INFO:tensorflow:global step 1246: loss = 11.9707 (0.058 sec/step)
INFO:tensorflow:global step 1246: loss = 11.9707 (0.058 sec/step)
INFO:tensorflow:global step 1247: loss = 14.3198 (0.063 sec/step)
INFO:tensorflow:global step 1247: loss = 14.3198 (0.063 sec/step)
INFO:tensorflow:global step 1248: loss = 14.3748 (0.059 sec/step)
INFO:tensorflow:global step 1248: loss = 14.3748 (0.059 sec/step)
INFO:tensorflow:global step 1249: loss = 14.3752 (0.056 sec/step)
INFO:tensorflow:global step 1249: loss = 14.3752 (0.056 sec/step)
INFO:tensorflow:global step 1250: loss = 14.3516 (0.054 sec/step)
INFO:tensorflow:global step 1250: loss = 14.3516 (0.054 sec/step)
INFO:tensorflow:global step 1251: loss = 14.1163 (0.062 sec/step)
INFO:tensorflow:global step 1251: loss = 14.1163 (0.062 sec/step)
INFO:tensorflow:global step 1252: loss = 14.7593 (0.061 sec/step)
INFO:tensorflow:global step 1252: loss = 14.7593 (0.061 sec/step)
INFO:tensorflow:global step 1253: loss = 15.7509 (0.063 sec/step)
INFO:tensorflow:global step 1253: loss = 15.7509 (0.063 sec/step)
INFO:tensorflow:global step 1254: loss = 14.0491 (0.060 sec/step)
INFO:tensorflow:global step 1254: loss = 14.0491 (0.060 sec/step)
INFO:tensorflow:global step 1255: loss = 15.0399 (0.062 sec/step)
INFO:tensorflow:global step 1255: loss = 15.0399 (0.062 sec/step)
INFO:tensorflow:global step 1256: loss = 19.2617 (0.056 sec/step)
INFO:tensorflow:global step 1256: loss = 19.2617 (0.056 sec/step)
INFO:tensorflow:global step 1257: loss = 12.3429 (0.061 sec/step)
INFO:tensorflow:global step 1257: loss = 12.3429 (0.061 sec/step)
INFO:tensorflow:global step 1258: loss = 16.5064 (0.067 sec/step)
INFO:tensorflow:global step 1258: loss = 16.5064 (0.067 sec/step)
INFO:tensorflow:global step 1259: loss = 12.7285 (0.058 sec/step)
INFO:tensorflow:global step 1259: loss = 12.7285 (0.058 sec/step)
INFO:tensorflow:global step 1260: loss = 14.3629 (0.054 sec/step)
INFO:tensorflow:global step 1260: loss = 14.3629 (0.054 sec/step)
INFO:tensorflow:global step 1261: loss = 12.3016 (0.051 sec/step)
INFO:tensorflow:global step 1261: loss = 12.3016 (0.051 sec/step)
INFO:tensorflow:global step 1262: loss = 14.2876 (0.064 sec/step)
INFO:tensorflow:global step 1262: loss = 14.2876 (0.064 sec/step)
INFO:tensorflow:global step 1263: loss = 10.5381 (0.065 sec/step)
INFO:tensorflow:global step 1263: loss = 10.5381 (0.065 sec/step)
INFO:tensorflow:global step 1264: loss = 27.8283 (0.061 sec/step)
INFO:tensorflow:global step 1264: loss = 27.8283 (0.061 sec/step)
INFO:tensorflow:global step 1265: loss = 17.6118 (0.061 sec/step)
INFO:tensorflow:global step 1265: loss = 17.6118 (0.061 sec/step)
INFO:tensorflow:global step 1266: loss = 10.4051 (0.059 sec/step)
INFO:tensorflow:global step 1266: loss = 10.4051 (0.059 sec/step)
INFO:tensorflow:global step 1267: loss = 12.4503 (0.060 sec/step)
INFO:tensorflow:global step 1267: loss = 12.4503 (0.060 sec/step)
INFO:tensorflow:global step 1268: loss = 12.5539 (0.057 sec/step)
INFO:tensorflow:global step 1268: loss = 12.5539 (0.057 sec/step)
INFO:tensorflow:global step 1269: loss = 11.2900 (0.056 sec/step)
INFO:tensorflow:global step 1269: loss = 11.2900 (0.056 sec/step)
INFO:tensorflow:global step 1270: loss = 12.9856 (0.057 sec/step)
INFO:tensorflow:global step 1270: loss = 12.9856 (0.057 sec/step)
INFO:tensorflow:global step 1271: loss = 13.8630 (0.059 sec/step)
INFO:tensorflow:global step 1271: loss = 13.8630 (0.059 sec/step)
INFO:tensorflow:global step 1272: loss = 16.4902 (0.054 sec/step)
INFO:tensorflow:global step 1272: loss = 16.4902 (0.054 sec/step)
INFO:tensorflow:global step 1273: loss = 15.5986 (0.062 sec/step)
INFO:tensorflow:global step 1273: loss = 15.5986 (0.062 sec/step)
INFO:tensorflow:global step 1274: loss = 16.4587 (0.058 sec/step)
INFO:tensorflow:global step 1274: loss = 16.4587 (0.058 sec/step)
INFO:tensorflow:global step 1275: loss = 13.6281 (0.061 sec/step)
INFO:tensorflow:global step 1275: loss = 13.6281 (0.061 sec/step)
INFO:tensorflow:global step 1276: loss = 21.1729 (0.055 sec/step)
INFO:tensorflow:global step 1276: loss = 21.1729 (0.055 sec/step)
INFO:tensorflow:global step 1277: loss = 13.6407 (0.061 sec/step)
INFO:tensorflow:global step 1277: loss = 13.6407 (0.061 sec/step)
INFO:tensorflow:global step 1278: loss = 0.3964 (0.056 sec/step)
INFO:tensorflow:global step 1278: loss = 0.3964 (0.056 sec/step)
INFO:tensorflow:global step 1279: loss = 10.8054 (0.063 sec/step)
INFO:tensorflow:global step 1279: loss = 10.8054 (0.063 sec/step)
INFO:tensorflow:global step 1280: loss = 14.3923 (0.063 sec/step)
INFO:tensorflow:global step 1280: loss = 14.3923 (0.063 sec/step)
INFO:tensorflow:global step 1281: loss = 16.2715 (0.070 sec/step)
INFO:tensorflow:global step 1281: loss = 16.2715 (0.070 sec/step)
INFO:tensorflow:global step 1282: loss = 11.3090 (0.066 sec/step)
INFO:tensorflow:global step 1282: loss = 11.3090 (0.066 sec/step)
INFO:tensorflow:global step 1283: loss = 12.4927 (0.070 sec/step)
INFO:tensorflow:global step 1283: loss = 12.4927 (0.070 sec/step)
INFO:tensorflow:global step 1284: loss = 16.5892 (0.063 sec/step)
INFO:tensorflow:global step 1284: loss = 16.5892 (0.063 sec/step)
INFO:tensorflow:global step 1285: loss = 8.4393 (0.061 sec/step)
INFO:tensorflow:global step 1285: loss = 8.4393 (0.061 sec/step)
INFO:tensorflow:global step 1286: loss = 14.7139 (0.061 sec/step)
INFO:tensorflow:global step 1286: loss = 14.7139 (0.061 sec/step)
INFO:tensorflow:global step 1287: loss = 17.1821 (0.059 sec/step)
INFO:tensorflow:global step 1287: loss = 17.1821 (0.059 sec/step)
INFO:tensorflow:global step 1288: loss = 9.5966 (0.067 sec/step)
INFO:tensorflow:global step 1288: loss = 9.5966 (0.067 sec/step)
INFO:tensorflow:global step 1289: loss = 14.3475 (0.077 sec/step)
INFO:tensorflow:global step 1289: loss = 14.3475 (0.077 sec/step)
Corrupt JPEG data: 240 extraneous bytes before marker 0xd9
INFO:tensorflow:global step 1290: loss = 14.1647 (0.058 sec/step)
INFO:tensorflow:global step 1290: loss = 14.1647 (0.058 sec/step)
INFO:tensorflow:global step 1291: loss = 14.3448 (0.059 sec/step)
INFO:tensorflow:global step 1291: loss = 14.3448 (0.059 sec/step)
INFO:tensorflow:global step 1292: loss = 14.9630 (0.057 sec/step)
INFO:tensorflow:global step 1292: loss = 14.9630 (0.057 sec/step)
INFO:tensorflow:global step 1293: loss = 15.8157 (0.065 sec/step)
INFO:tensorflow:global step 1293: loss = 15.8157 (0.065 sec/step)
INFO:tensorflow:global step 1294: loss = 11.4960 (0.056 sec/step)
INFO:tensorflow:global step 1294: loss = 11.4960 (0.056 sec/step)
INFO:tensorflow:global step 1295: loss = 17.3650 (0.050 sec/step)
INFO:tensorflow:global step 1295: loss = 17.3650 (0.050 sec/step)
INFO:tensorflow:global step 1296: loss = 11.5173 (0.062 sec/step)
INFO:tensorflow:global step 1296: loss = 11.5173 (0.062 sec/step)
INFO:tensorflow:global step 1297: loss = 10.9601 (0.057 sec/step)
INFO:tensorflow:global step 1297: loss = 10.9601 (0.057 sec/step)
INFO:tensorflow:global step 1298: loss = 14.2742 (0.057 sec/step)
INFO:tensorflow:global step 1298: loss = 14.2742 (0.057 sec/step)
INFO:tensorflow:global step 1299: loss = 11.3739 (0.059 sec/step)
INFO:tensorflow:global step 1299: loss = 11.3739 (0.059 sec/step)
INFO:tensorflow:global step 1300: loss = 12.8422 (0.057 sec/step)
INFO:tensorflow:global step 1300: loss = 12.8422 (0.057 sec/step)
INFO:tensorflow:global step 1301: loss = 12.4885 (0.054 sec/step)
INFO:tensorflow:global step 1301: loss = 12.4885 (0.054 sec/step)
INFO:tensorflow:global step 1302: loss = 15.4040 (0.063 sec/step)
INFO:tensorflow:global step 1302: loss = 15.4040 (0.063 sec/step)
INFO:tensorflow:global step 1303: loss = 13.1528 (0.072 sec/step)
INFO:tensorflow:global step 1303: loss = 13.1528 (0.072 sec/step)
INFO:tensorflow:global step 1304: loss = 14.3455 (0.056 sec/step)
INFO:tensorflow:global step 1304: loss = 14.3455 (0.056 sec/step)
INFO:tensorflow:global step 1305: loss = 18.1312 (0.061 sec/step)
INFO:tensorflow:global step 1305: loss = 18.1312 (0.061 sec/step)
INFO:tensorflow:global step 1306: loss = 13.2875 (0.060 sec/step)
INFO:tensorflow:global step 1306: loss = 13.2875 (0.060 sec/step)
INFO:tensorflow:global step 1307: loss = 13.9901 (0.061 sec/step)
INFO:tensorflow:global step 1307: loss = 13.9901 (0.061 sec/step)
INFO:tensorflow:global step 1308: loss = 16.3764 (0.067 sec/step)
INFO:tensorflow:global step 1308: loss = 16.3764 (0.067 sec/step)
INFO:tensorflow:global step 1309: loss = 13.6474 (0.058 sec/step)
INFO:tensorflow:global step 1309: loss = 13.6474 (0.058 sec/step)
INFO:tensorflow:global step 1310: loss = 15.9705 (0.067 sec/step)
INFO:tensorflow:global step 1310: loss = 15.9705 (0.067 sec/step)
INFO:tensorflow:global step 1311: loss = 16.6662 (0.058 sec/step)
INFO:tensorflow:global step 1311: loss = 16.6662 (0.058 sec/step)
INFO:tensorflow:global step 1312: loss = 10.0380 (0.054 sec/step)
INFO:tensorflow:global step 1312: loss = 10.0380 (0.054 sec/step)
INFO:tensorflow:global step 1313: loss = 13.8557 (0.060 sec/step)
INFO:tensorflow:global step 1313: loss = 13.8557 (0.060 sec/step)
INFO:tensorflow:global step 1314: loss = 14.5426 (0.063 sec/step)
INFO:tensorflow:global step 1314: loss = 14.5426 (0.063 sec/step)
INFO:tensorflow:global step 1315: loss = 13.4960 (0.063 sec/step)
INFO:tensorflow:global step 1315: loss = 13.4960 (0.063 sec/step)
INFO:tensorflow:global step 1316: loss = 11.7728 (0.064 sec/step)
INFO:tensorflow:global step 1316: loss = 11.7728 (0.064 sec/step)
INFO:tensorflow:global step 1317: loss = 13.9214 (0.058 sec/step)
INFO:tensorflow:global step 1317: loss = 13.9214 (0.058 sec/step)
INFO:tensorflow:global step 1318: loss = 14.8168 (0.056 sec/step)
INFO:tensorflow:global step 1318: loss = 14.8168 (0.056 sec/step)
INFO:tensorflow:global step 1319: loss = 13.3713 (0.058 sec/step)
INFO:tensorflow:global step 1319: loss = 13.3713 (0.058 sec/step)
INFO:tensorflow:global step 1320: loss = 11.9645 (0.057 sec/step)
INFO:tensorflow:global step 1320: loss = 11.9645 (0.057 sec/step)
INFO:tensorflow:global step 1321: loss = 12.6881 (0.055 sec/step)
INFO:tensorflow:global step 1321: loss = 12.6881 (0.055 sec/step)
INFO:tensorflow:global step 1322: loss = 14.9265 (0.061 sec/step)
INFO:tensorflow:global step 1322: loss = 14.9265 (0.061 sec/step)
INFO:tensorflow:global step 1323: loss = 17.1794 (0.058 sec/step)
INFO:tensorflow:global step 1323: loss = 17.1794 (0.058 sec/step)
INFO:tensorflow:global step 1324: loss = 12.5812 (0.058 sec/step)
INFO:tensorflow:global step 1324: loss = 12.5812 (0.058 sec/step)
INFO:tensorflow:global step 1325: loss = 13.9708 (0.070 sec/step)
INFO:tensorflow:global step 1325: loss = 13.9708 (0.070 sec/step)
INFO:tensorflow:global step 1326: loss = 10.9064 (0.061 sec/step)
INFO:tensorflow:global step 1326: loss = 10.9064 (0.061 sec/step)
INFO:tensorflow:global step 1327: loss = 12.3419 (0.054 sec/step)
INFO:tensorflow:global step 1327: loss = 12.3419 (0.054 sec/step)
INFO:tensorflow:global step 1328: loss = 16.1082 (0.058 sec/step)
INFO:tensorflow:global step 1328: loss = 16.1082 (0.058 sec/step)
INFO:tensorflow:global step 1329: loss = 11.2391 (0.060 sec/step)
INFO:tensorflow:global step 1329: loss = 11.2391 (0.060 sec/step)
INFO:tensorflow:global step 1330: loss = 20.6258 (0.062 sec/step)
INFO:tensorflow:global step 1330: loss = 20.6258 (0.062 sec/step)
INFO:tensorflow:global step 1331: loss = 14.9134 (0.064 sec/step)
INFO:tensorflow:global step 1331: loss = 14.9134 (0.064 sec/step)
INFO:tensorflow:global step 1332: loss = 10.7487 (0.056 sec/step)
INFO:tensorflow:global step 1332: loss = 10.7487 (0.056 sec/step)
INFO:tensorflow:global step 1333: loss = 11.2162 (0.066 sec/step)
INFO:tensorflow:global step 1333: loss = 11.2162 (0.066 sec/step)
INFO:tensorflow:global step 1334: loss = 13.3002 (0.059 sec/step)
INFO:tensorflow:global step 1334: loss = 13.3002 (0.059 sec/step)
INFO:tensorflow:global step 1335: loss = 11.6407 (0.060 sec/step)
INFO:tensorflow:global step 1335: loss = 11.6407 (0.060 sec/step)
INFO:tensorflow:global step 1336: loss = 10.4621 (0.058 sec/step)
INFO:tensorflow:global step 1336: loss = 10.4621 (0.058 sec/step)
INFO:tensorflow:global step 1337: loss = 16.3612 (0.060 sec/step)
INFO:tensorflow:global step 1337: loss = 16.3612 (0.060 sec/step)
INFO:tensorflow:global step 1338: loss = 13.2326 (0.055 sec/step)
INFO:tensorflow:global step 1338: loss = 13.2326 (0.055 sec/step)
INFO:tensorflow:global step 1339: loss = 11.5847 (0.059 sec/step)
INFO:tensorflow:global step 1339: loss = 11.5847 (0.059 sec/step)
INFO:tensorflow:global step 1340: loss = 17.7316 (0.055 sec/step)
INFO:tensorflow:global step 1340: loss = 17.7316 (0.055 sec/step)
INFO:tensorflow:global step 1341: loss = 13.5451 (0.061 sec/step)
INFO:tensorflow:global step 1341: loss = 13.5451 (0.061 sec/step)
INFO:tensorflow:global step 1342: loss = 12.9723 (0.060 sec/step)
INFO:tensorflow:global step 1342: loss = 12.9723 (0.060 sec/step)
INFO:tensorflow:global step 1343: loss = 14.9720 (0.069 sec/step)
INFO:tensorflow:global step 1343: loss = 14.9720 (0.069 sec/step)
INFO:tensorflow:global step 1344: loss = 14.3562 (0.061 sec/step)
INFO:tensorflow:global step 1344: loss = 14.3562 (0.061 sec/step)
INFO:tensorflow:global step 1345: loss = 13.8969 (0.056 sec/step)
INFO:tensorflow:global step 1345: loss = 13.8969 (0.056 sec/step)
INFO:tensorflow:global step 1346: loss = 14.5062 (0.055 sec/step)
INFO:tensorflow:global step 1346: loss = 14.5062 (0.055 sec/step)
INFO:tensorflow:global step 1347: loss = 14.8625 (0.059 sec/step)
INFO:tensorflow:global step 1347: loss = 14.8625 (0.059 sec/step)
INFO:tensorflow:global step 1348: loss = 12.7641 (0.061 sec/step)
INFO:tensorflow:global step 1348: loss = 12.7641 (0.061 sec/step)
INFO:tensorflow:global step 1349: loss = 15.3536 (0.057 sec/step)
INFO:tensorflow:global step 1349: loss = 15.3536 (0.057 sec/step)
INFO:tensorflow:global step 1350: loss = 9.6342 (0.061 sec/step)
INFO:tensorflow:global step 1350: loss = 9.6342 (0.061 sec/step)
INFO:tensorflow:global step 1351: loss = 9.0810 (0.063 sec/step)
INFO:tensorflow:global step 1351: loss = 9.0810 (0.063 sec/step)
INFO:tensorflow:global step 1352: loss = 19.5522 (0.061 sec/step)
INFO:tensorflow:global step 1352: loss = 19.5522 (0.061 sec/step)
INFO:tensorflow:global step 1353: loss = 13.1408 (0.061 sec/step)
INFO:tensorflow:global step 1353: loss = 13.1408 (0.061 sec/step)
INFO:tensorflow:global step 1354: loss = 13.7218 (0.058 sec/step)
INFO:tensorflow:global step 1354: loss = 13.7218 (0.058 sec/step)
INFO:tensorflow:global step 1355: loss = 15.7800 (0.059 sec/step)
INFO:tensorflow:global step 1355: loss = 15.7800 (0.059 sec/step)
INFO:tensorflow:global step 1356: loss = 10.5714 (0.060 sec/step)
INFO:tensorflow:global step 1356: loss = 10.5714 (0.060 sec/step)
INFO:tensorflow:global step 1357: loss = 14.0738 (0.055 sec/step)
INFO:tensorflow:global step 1357: loss = 14.0738 (0.055 sec/step)
INFO:tensorflow:global step 1358: loss = 20.2187 (0.061 sec/step)
INFO:tensorflow:global step 1358: loss = 20.2187 (0.061 sec/step)
INFO:tensorflow:global step 1359: loss = 16.0309 (0.058 sec/step)
INFO:tensorflow:global step 1359: loss = 16.0309 (0.058 sec/step)
INFO:tensorflow:global step 1360: loss = 17.2777 (0.060 sec/step)
INFO:tensorflow:global step 1360: loss = 17.2777 (0.060 sec/step)
INFO:tensorflow:global step 1361: loss = 12.8521 (0.059 sec/step)
INFO:tensorflow:global step 1361: loss = 12.8521 (0.059 sec/step)
INFO:tensorflow:global step 1362: loss = 14.9080 (0.056 sec/step)
INFO:tensorflow:global step 1362: loss = 14.9080 (0.056 sec/step)
INFO:tensorflow:global step 1363: loss = 10.0248 (0.060 sec/step)
INFO:tensorflow:global step 1363: loss = 10.0248 (0.060 sec/step)
INFO:tensorflow:global step 1364: loss = 11.2071 (0.067 sec/step)
INFO:tensorflow:global step 1364: loss = 11.2071 (0.067 sec/step)
INFO:tensorflow:global step 1365: loss = 10.7931 (0.053 sec/step)
INFO:tensorflow:global step 1365: loss = 10.7931 (0.053 sec/step)
INFO:tensorflow:global step 1366: loss = 15.4089 (0.058 sec/step)
INFO:tensorflow:global step 1366: loss = 15.4089 (0.058 sec/step)
INFO:tensorflow:global step 1367: loss = 13.6012 (0.055 sec/step)
INFO:tensorflow:global step 1367: loss = 13.6012 (0.055 sec/step)
INFO:tensorflow:global step 1368: loss = 12.9601 (0.058 sec/step)
INFO:tensorflow:global step 1368: loss = 12.9601 (0.058 sec/step)
INFO:tensorflow:global step 1369: loss = 11.6772 (0.063 sec/step)
INFO:tensorflow:global step 1369: loss = 11.6772 (0.063 sec/step)
INFO:tensorflow:global step 1370: loss = 12.4956 (0.055 sec/step)
INFO:tensorflow:global step 1370: loss = 12.4956 (0.055 sec/step)
INFO:tensorflow:global step 1371: loss = 12.5262 (0.059 sec/step)
INFO:tensorflow:global step 1371: loss = 12.5262 (0.059 sec/step)
INFO:tensorflow:global step 1372: loss = 12.2029 (0.061 sec/step)
INFO:tensorflow:global step 1372: loss = 12.2029 (0.061 sec/step)
INFO:tensorflow:global step 1373: loss = 14.7811 (0.060 sec/step)
INFO:tensorflow:global step 1373: loss = 14.7811 (0.060 sec/step)
INFO:tensorflow:global step 1374: loss = 14.5924 (0.061 sec/step)
INFO:tensorflow:global step 1374: loss = 14.5924 (0.061 sec/step)
INFO:tensorflow:global step 1375: loss = 14.8165 (0.059 sec/step)
INFO:tensorflow:global step 1375: loss = 14.8165 (0.059 sec/step)
INFO:tensorflow:global step 1376: loss = 14.8506 (0.053 sec/step)
INFO:tensorflow:global step 1376: loss = 14.8506 (0.053 sec/step)
INFO:tensorflow:global step 1377: loss = 20.9275 (0.060 sec/step)
INFO:tensorflow:global step 1377: loss = 20.9275 (0.060 sec/step)
INFO:tensorflow:global step 1378: loss = 12.5926 (0.063 sec/step)
INFO:tensorflow:global step 1378: loss = 12.5926 (0.063 sec/step)
INFO:tensorflow:global step 1379: loss = 16.9335 (0.066 sec/step)
INFO:tensorflow:global step 1379: loss = 16.9335 (0.066 sec/step)
INFO:tensorflow:global step 1380: loss = 12.4059 (0.056 sec/step)
INFO:tensorflow:global step 1380: loss = 12.4059 (0.056 sec/step)
INFO:tensorflow:global step 1381: loss = 15.0151 (0.064 sec/step)
INFO:tensorflow:global step 1381: loss = 15.0151 (0.064 sec/step)
INFO:tensorflow:global step 1382: loss = 16.2339 (0.056 sec/step)
INFO:tensorflow:global step 1382: loss = 16.2339 (0.056 sec/step)
INFO:tensorflow:global step 1383: loss = 18.8076 (0.065 sec/step)
INFO:tensorflow:global step 1383: loss = 18.8076 (0.065 sec/step)
INFO:tensorflow:global step 1384: loss = 14.3637 (0.061 sec/step)
INFO:tensorflow:global step 1384: loss = 14.3637 (0.061 sec/step)
INFO:tensorflow:global step 1385: loss = 12.2650 (0.060 sec/step)
INFO:tensorflow:global step 1385: loss = 12.2650 (0.060 sec/step)
INFO:tensorflow:global step 1386: loss = 16.1054 (0.063 sec/step)
INFO:tensorflow:global step 1386: loss = 16.1054 (0.063 sec/step)
INFO:tensorflow:global step 1387: loss = 15.0088 (0.063 sec/step)
INFO:tensorflow:global step 1387: loss = 15.0088 (0.063 sec/step)
INFO:tensorflow:global step 1388: loss = 16.0763 (0.059 sec/step)
INFO:tensorflow:global step 1388: loss = 16.0763 (0.059 sec/step)
INFO:tensorflow:global step 1389: loss = 9.9758 (0.057 sec/step)
INFO:tensorflow:global step 1389: loss = 9.9758 (0.057 sec/step)
INFO:tensorflow:global step 1390: loss = 13.8623 (0.061 sec/step)
INFO:tensorflow:global step 1390: loss = 13.8623 (0.061 sec/step)
INFO:tensorflow:global step 1391: loss = 15.5999 (0.076 sec/step)
INFO:tensorflow:global step 1391: loss = 15.5999 (0.076 sec/step)
INFO:tensorflow:global step 1392: loss = 13.8381 (0.057 sec/step)
INFO:tensorflow:global step 1392: loss = 13.8381 (0.057 sec/step)
INFO:tensorflow:global step 1393: loss = 11.3370 (0.066 sec/step)
INFO:tensorflow:global step 1393: loss = 11.3370 (0.066 sec/step)
INFO:tensorflow:global step 1394: loss = 14.7748 (0.060 sec/step)
INFO:tensorflow:global step 1394: loss = 14.7748 (0.060 sec/step)
INFO:tensorflow:global step 1395: loss = 15.0420 (0.065 sec/step)
INFO:tensorflow:global step 1395: loss = 15.0420 (0.065 sec/step)
INFO:tensorflow:global step 1396: loss = 12.4414 (0.060 sec/step)
INFO:tensorflow:global step 1396: loss = 12.4414 (0.060 sec/step)
INFO:tensorflow:global step 1397: loss = 20.5433 (0.065 sec/step)
INFO:tensorflow:global step 1397: loss = 20.5433 (0.065 sec/step)
INFO:tensorflow:global step 1398: loss = 11.7796 (0.068 sec/step)
INFO:tensorflow:global step 1398: loss = 11.7796 (0.068 sec/step)
INFO:tensorflow:global step 1399: loss = 12.4188 (0.053 sec/step)
INFO:tensorflow:global step 1399: loss = 12.4188 (0.053 sec/step)
INFO:tensorflow:global step 1400: loss = 10.8971 (0.054 sec/step)
INFO:tensorflow:global step 1400: loss = 10.8971 (0.054 sec/step)
INFO:tensorflow:global step 1401: loss = 16.8624 (0.056 sec/step)
INFO:tensorflow:global step 1401: loss = 16.8624 (0.056 sec/step)
INFO:tensorflow:global step 1402: loss = 20.1541 (0.057 sec/step)
INFO:tensorflow:global step 1402: loss = 20.1541 (0.057 sec/step)
INFO:tensorflow:global step 1403: loss = 17.3198 (0.057 sec/step)
INFO:tensorflow:global step 1403: loss = 17.3198 (0.057 sec/step)
INFO:tensorflow:global step 1404: loss = 11.4624 (0.068 sec/step)
INFO:tensorflow:global step 1404: loss = 11.4624 (0.068 sec/step)
INFO:tensorflow:global step 1405: loss = 9.1507 (0.066 sec/step)
INFO:tensorflow:global step 1405: loss = 9.1507 (0.066 sec/step)
INFO:tensorflow:global step 1406: loss = 10.0725 (0.055 sec/step)
INFO:tensorflow:global step 1406: loss = 10.0725 (0.055 sec/step)
INFO:tensorflow:global step 1407: loss = 14.9122 (0.057 sec/step)
INFO:tensorflow:global step 1407: loss = 14.9122 (0.057 sec/step)
INFO:tensorflow:global step 1408: loss = 0.3964 (0.055 sec/step)
INFO:tensorflow:global step 1408: loss = 0.3964 (0.055 sec/step)
INFO:tensorflow:global step 1409: loss = 19.0861 (0.054 sec/step)
INFO:tensorflow:global step 1409: loss = 19.0861 (0.054 sec/step)
INFO:tensorflow:global step 1410: loss = 13.9802 (0.056 sec/step)
INFO:tensorflow:global step 1410: loss = 13.9802 (0.056 sec/step)
INFO:tensorflow:global step 1411: loss = 7.8510 (0.061 sec/step)
INFO:tensorflow:global step 1411: loss = 7.8510 (0.061 sec/step)
INFO:tensorflow:global step 1412: loss = 17.2154 (0.062 sec/step)
INFO:tensorflow:global step 1412: loss = 17.2154 (0.062 sec/step)
INFO:tensorflow:global step 1413: loss = 15.7100 (0.059 sec/step)
INFO:tensorflow:global step 1413: loss = 15.7100 (0.059 sec/step)
INFO:tensorflow:global step 1414: loss = 12.4469 (0.052 sec/step)
INFO:tensorflow:global step 1414: loss = 12.4469 (0.052 sec/step)
INFO:tensorflow:global step 1415: loss = 15.1159 (0.058 sec/step)
INFO:tensorflow:global step 1415: loss = 15.1159 (0.058 sec/step)
INFO:tensorflow:global step 1416: loss = 15.9669 (0.054 sec/step)
INFO:tensorflow:global step 1416: loss = 15.9669 (0.054 sec/step)
INFO:tensorflow:global step 1417: loss = 13.9136 (0.060 sec/step)
INFO:tensorflow:global step 1417: loss = 13.9136 (0.060 sec/step)
INFO:tensorflow:global step 1418: loss = 12.9436 (0.057 sec/step)
INFO:tensorflow:global step 1418: loss = 12.9436 (0.057 sec/step)
INFO:tensorflow:global step 1419: loss = 18.6274 (0.053 sec/step)
INFO:tensorflow:global step 1419: loss = 18.6274 (0.053 sec/step)
INFO:tensorflow:global step 1420: loss = 14.4276 (0.058 sec/step)
INFO:tensorflow:global step 1420: loss = 14.4276 (0.058 sec/step)
INFO:tensorflow:global step 1421: loss = 15.8112 (0.058 sec/step)
INFO:tensorflow:global step 1421: loss = 15.8112 (0.058 sec/step)
INFO:tensorflow:global step 1422: loss = 14.6086 (0.056 sec/step)
INFO:tensorflow:global step 1422: loss = 14.6086 (0.056 sec/step)
INFO:tensorflow:global step 1423: loss = 12.0858 (0.057 sec/step)
INFO:tensorflow:global step 1423: loss = 12.0858 (0.057 sec/step)
INFO:tensorflow:global step 1424: loss = 13.1487 (0.054 sec/step)
INFO:tensorflow:global step 1424: loss = 13.1487 (0.054 sec/step)
INFO:tensorflow:global step 1425: loss = 11.7058 (0.058 sec/step)
INFO:tensorflow:global step 1425: loss = 11.7058 (0.058 sec/step)
INFO:tensorflow:global step 1426: loss = 9.5508 (0.066 sec/step)
INFO:tensorflow:global step 1426: loss = 9.5508 (0.066 sec/step)
INFO:tensorflow:global step 1427: loss = 17.9308 (0.065 sec/step)
INFO:tensorflow:global step 1427: loss = 17.9308 (0.065 sec/step)
INFO:tensorflow:global step 1428: loss = 10.0303 (0.059 sec/step)
INFO:tensorflow:global step 1428: loss = 10.0303 (0.059 sec/step)
INFO:tensorflow:global step 1429: loss = 0.3963 (0.053 sec/step)
INFO:tensorflow:global step 1429: loss = 0.3963 (0.053 sec/step)
INFO:tensorflow:global step 1430: loss = 12.4929 (0.061 sec/step)
INFO:tensorflow:global step 1430: loss = 12.4929 (0.061 sec/step)
INFO:tensorflow:global step 1431: loss = 11.2265 (0.061 sec/step)
INFO:tensorflow:global step 1431: loss = 11.2265 (0.061 sec/step)
INFO:tensorflow:global step 1432: loss = 11.8098 (0.057 sec/step)
INFO:tensorflow:global step 1432: loss = 11.8098 (0.057 sec/step)
INFO:tensorflow:global step 1433: loss = 14.7592 (0.054 sec/step)
INFO:tensorflow:global step 1433: loss = 14.7592 (0.054 sec/step)
INFO:tensorflow:global step 1434: loss = 10.1898 (0.057 sec/step)
INFO:tensorflow:global step 1434: loss = 10.1898 (0.057 sec/step)
INFO:tensorflow:global step 1435: loss = 12.8094 (0.064 sec/step)
INFO:tensorflow:global step 1435: loss = 12.8094 (0.064 sec/step)
INFO:tensorflow:global step 1436: loss = 12.5902 (0.063 sec/step)
INFO:tensorflow:global step 1436: loss = 12.5902 (0.063 sec/step)
INFO:tensorflow:global step 1437: loss = 13.5631 (0.067 sec/step)
INFO:tensorflow:global step 1437: loss = 13.5631 (0.067 sec/step)
INFO:tensorflow:global step 1438: loss = 12.9602 (0.054 sec/step)
INFO:tensorflow:global step 1438: loss = 12.9602 (0.054 sec/step)
INFO:tensorflow:global step 1439: loss = 15.1082 (0.064 sec/step)
INFO:tensorflow:global step 1439: loss = 15.1082 (0.064 sec/step)
INFO:tensorflow:global step 1440: loss = 12.6679 (0.058 sec/step)
INFO:tensorflow:global step 1440: loss = 12.6679 (0.058 sec/step)
INFO:tensorflow:global step 1441: loss = 10.8738 (0.054 sec/step)
INFO:tensorflow:global step 1441: loss = 10.8738 (0.054 sec/step)
INFO:tensorflow:global step 1442: loss = 0.3963 (0.066 sec/step)
INFO:tensorflow:global step 1442: loss = 0.3963 (0.066 sec/step)
INFO:tensorflow:global step 1443: loss = 11.6261 (0.054 sec/step)
INFO:tensorflow:global step 1443: loss = 11.6261 (0.054 sec/step)
INFO:tensorflow:global step 1444: loss = 10.5935 (0.056 sec/step)
INFO:tensorflow:global step 1444: loss = 10.5935 (0.056 sec/step)
INFO:tensorflow:global step 1445: loss = 11.5425 (0.057 sec/step)
INFO:tensorflow:global step 1445: loss = 11.5425 (0.057 sec/step)
INFO:tensorflow:global step 1446: loss = 13.8314 (0.060 sec/step)
INFO:tensorflow:global step 1446: loss = 13.8314 (0.060 sec/step)
INFO:tensorflow:global step 1447: loss = 12.4092 (0.055 sec/step)
INFO:tensorflow:global step 1447: loss = 12.4092 (0.055 sec/step)
INFO:tensorflow:global step 1448: loss = 8.6111 (0.054 sec/step)
INFO:tensorflow:global step 1448: loss = 8.6111 (0.054 sec/step)
INFO:tensorflow:global step 1449: loss = 7.9172 (0.069 sec/step)
INFO:tensorflow:global step 1449: loss = 7.9172 (0.069 sec/step)
INFO:tensorflow:global step 1450: loss = 0.3963 (0.057 sec/step)
INFO:tensorflow:global step 1450: loss = 0.3963 (0.057 sec/step)
INFO:tensorflow:global step 1451: loss = 14.0494 (0.061 sec/step)
INFO:tensorflow:global step 1451: loss = 14.0494 (0.061 sec/step)
INFO:tensorflow:global step 1452: loss = 20.0048 (0.054 sec/step)
INFO:tensorflow:global step 1452: loss = 20.0048 (0.054 sec/step)
INFO:tensorflow:global step 1453: loss = 15.6652 (0.059 sec/step)
INFO:tensorflow:global step 1453: loss = 15.6652 (0.059 sec/step)
INFO:tensorflow:global step 1454: loss = 10.6626 (0.062 sec/step)
INFO:tensorflow:global step 1454: loss = 10.6626 (0.062 sec/step)
INFO:tensorflow:global step 1455: loss = 12.8756 (0.059 sec/step)
INFO:tensorflow:global step 1455: loss = 12.8756 (0.059 sec/step)
INFO:tensorflow:global step 1456: loss = 11.7652 (0.064 sec/step)
INFO:tensorflow:global step 1456: loss = 11.7652 (0.064 sec/step)
INFO:tensorflow:global step 1457: loss = 15.6511 (0.057 sec/step)
INFO:tensorflow:global step 1457: loss = 15.6511 (0.057 sec/step)
INFO:tensorflow:global step 1458: loss = 10.2585 (0.056 sec/step)
INFO:tensorflow:global step 1458: loss = 10.2585 (0.056 sec/step)
INFO:tensorflow:global step 1459: loss = 13.5504 (0.057 sec/step)
INFO:tensorflow:global step 1459: loss = 13.5504 (0.057 sec/step)
INFO:tensorflow:global step 1460: loss = 9.4797 (0.066 sec/step)
INFO:tensorflow:global step 1460: loss = 9.4797 (0.066 sec/step)
INFO:tensorflow:global step 1461: loss = 14.8273 (0.057 sec/step)
INFO:tensorflow:global step 1461: loss = 14.8273 (0.057 sec/step)
INFO:tensorflow:global step 1462: loss = 12.1309 (0.058 sec/step)
INFO:tensorflow:global step 1462: loss = 12.1309 (0.058 sec/step)
INFO:tensorflow:global step 1463: loss = 11.8436 (0.061 sec/step)
INFO:tensorflow:global step 1463: loss = 11.8436 (0.061 sec/step)
INFO:tensorflow:global step 1464: loss = 13.2381 (0.061 sec/step)
INFO:tensorflow:global step 1464: loss = 13.2381 (0.061 sec/step)
INFO:tensorflow:global step 1465: loss = 14.5945 (0.058 sec/step)
INFO:tensorflow:global step 1465: loss = 14.5945 (0.058 sec/step)
INFO:tensorflow:global step 1466: loss = 13.2888 (0.057 sec/step)
INFO:tensorflow:global step 1466: loss = 13.2888 (0.057 sec/step)
INFO:tensorflow:global step 1467: loss = 13.7937 (0.056 sec/step)
INFO:tensorflow:global step 1467: loss = 13.7937 (0.056 sec/step)
INFO:tensorflow:global step 1468: loss = 11.5913 (0.058 sec/step)
INFO:tensorflow:global step 1468: loss = 11.5913 (0.058 sec/step)
INFO:tensorflow:global step 1469: loss = 10.7025 (0.063 sec/step)
INFO:tensorflow:global step 1469: loss = 10.7025 (0.063 sec/step)
INFO:tensorflow:global step 1470: loss = 10.9857 (0.061 sec/step)
INFO:tensorflow:global step 1470: loss = 10.9857 (0.061 sec/step)
INFO:tensorflow:global step 1471: loss = 15.0734 (0.054 sec/step)
INFO:tensorflow:global step 1471: loss = 15.0734 (0.054 sec/step)
INFO:tensorflow:global step 1472: loss = 12.2358 (0.055 sec/step)
INFO:tensorflow:global step 1472: loss = 12.2358 (0.055 sec/step)
INFO:tensorflow:global step 1473: loss = 13.3472 (0.056 sec/step)
INFO:tensorflow:global step 1473: loss = 13.3472 (0.056 sec/step)
INFO:tensorflow:global step 1474: loss = 13.6419 (0.060 sec/step)
INFO:tensorflow:global step 1474: loss = 13.6419 (0.060 sec/step)
INFO:tensorflow:global step 1475: loss = 13.8060 (0.057 sec/step)
INFO:tensorflow:global step 1475: loss = 13.8060 (0.057 sec/step)
INFO:tensorflow:global step 1476: loss = 13.7096 (0.069 sec/step)
INFO:tensorflow:global step 1476: loss = 13.7096 (0.069 sec/step)
INFO:tensorflow:global step 1477: loss = 0.3963 (0.054 sec/step)
INFO:tensorflow:global step 1477: loss = 0.3963 (0.054 sec/step)
INFO:tensorflow:global step 1478: loss = 13.8777 (0.060 sec/step)
INFO:tensorflow:global step 1478: loss = 13.8777 (0.060 sec/step)
INFO:tensorflow:global step 1479: loss = 10.7622 (0.058 sec/step)
INFO:tensorflow:global step 1479: loss = 10.7622 (0.058 sec/step)
INFO:tensorflow:global step 1480: loss = 13.9918 (0.059 sec/step)
INFO:tensorflow:global step 1480: loss = 13.9918 (0.059 sec/step)
INFO:tensorflow:global step 1481: loss = 11.8172 (0.062 sec/step)
INFO:tensorflow:global step 1481: loss = 11.8172 (0.062 sec/step)
INFO:tensorflow:global step 1482: loss = 14.7268 (0.058 sec/step)
INFO:tensorflow:global step 1482: loss = 14.7268 (0.058 sec/step)
INFO:tensorflow:global step 1483: loss = 10.2436 (0.066 sec/step)
INFO:tensorflow:global step 1483: loss = 10.2436 (0.066 sec/step)
INFO:tensorflow:global step 1484: loss = 9.7524 (0.060 sec/step)
INFO:tensorflow:global step 1484: loss = 9.7524 (0.060 sec/step)
INFO:tensorflow:global step 1485: loss = 10.9027 (0.059 sec/step)
INFO:tensorflow:global step 1485: loss = 10.9027 (0.059 sec/step)
INFO:tensorflow:global step 1486: loss = 13.7050 (0.056 sec/step)
INFO:tensorflow:global step 1486: loss = 13.7050 (0.056 sec/step)
INFO:tensorflow:global step 1487: loss = 11.8317 (0.069 sec/step)
INFO:tensorflow:global step 1487: loss = 11.8317 (0.069 sec/step)
INFO:tensorflow:global step 1488: loss = 13.4141 (0.057 sec/step)
INFO:tensorflow:global step 1488: loss = 13.4141 (0.057 sec/step)
INFO:tensorflow:global step 1489: loss = 17.2067 (0.056 sec/step)
INFO:tensorflow:global step 1489: loss = 17.2067 (0.056 sec/step)
INFO:tensorflow:global step 1490: loss = 11.8198 (0.062 sec/step)
INFO:tensorflow:global step 1490: loss = 11.8198 (0.062 sec/step)
INFO:tensorflow:global step 1491: loss = 13.4980 (0.063 sec/step)
INFO:tensorflow:global step 1491: loss = 13.4980 (0.063 sec/step)
INFO:tensorflow:global step 1492: loss = 10.7826 (0.058 sec/step)
INFO:tensorflow:global step 1492: loss = 10.7826 (0.058 sec/step)
INFO:tensorflow:global step 1493: loss = 19.8144 (0.071 sec/step)
INFO:tensorflow:global step 1493: loss = 19.8144 (0.071 sec/step)
INFO:tensorflow:global step 1494: loss = 13.3213 (0.062 sec/step)
INFO:tensorflow:global step 1494: loss = 13.3213 (0.062 sec/step)
INFO:tensorflow:global step 1495: loss = 16.6530 (0.054 sec/step)
INFO:tensorflow:global step 1495: loss = 16.6530 (0.054 sec/step)
INFO:tensorflow:global step 1496: loss = 13.0538 (0.058 sec/step)
INFO:tensorflow:global step 1496: loss = 13.0538 (0.058 sec/step)
INFO:tensorflow:global step 1497: loss = 11.8634 (0.054 sec/step)
INFO:tensorflow:global step 1497: loss = 11.8634 (0.054 sec/step)
INFO:tensorflow:global step 1498: loss = 17.2191 (0.057 sec/step)
INFO:tensorflow:global step 1498: loss = 17.2191 (0.057 sec/step)
INFO:tensorflow:global step 1499: loss = 15.2272 (0.055 sec/step)
INFO:tensorflow:global step 1499: loss = 15.2272 (0.055 sec/step)
INFO:tensorflow:global step 1500: loss = 12.5385 (0.056 sec/step)
INFO:tensorflow:global step 1500: loss = 12.5385 (0.056 sec/step)
INFO:tensorflow:global step 1501: loss = 12.0902 (0.053 sec/step)
INFO:tensorflow:global step 1501: loss = 12.0902 (0.053 sec/step)
INFO:tensorflow:global step 1502: loss = 13.1352 (0.058 sec/step)
INFO:tensorflow:global step 1502: loss = 13.1352 (0.058 sec/step)
INFO:tensorflow:global step 1503: loss = 11.1020 (0.060 sec/step)
INFO:tensorflow:global step 1503: loss = 11.1020 (0.060 sec/step)
INFO:tensorflow:global step 1504: loss = 20.0998 (0.061 sec/step)
INFO:tensorflow:global step 1504: loss = 20.0998 (0.061 sec/step)
INFO:tensorflow:global step 1505: loss = 13.4413 (0.058 sec/step)
INFO:tensorflow:global step 1505: loss = 13.4413 (0.058 sec/step)
INFO:tensorflow:global step 1506: loss = 16.7602 (0.059 sec/step)
INFO:tensorflow:global step 1506: loss = 16.7602 (0.059 sec/step)
INFO:tensorflow:global step 1507: loss = 11.1848 (0.054 sec/step)
INFO:tensorflow:global step 1507: loss = 11.1848 (0.054 sec/step)
INFO:tensorflow:global step 1508: loss = 11.3407 (0.053 sec/step)
INFO:tensorflow:global step 1508: loss = 11.3407 (0.053 sec/step)
INFO:tensorflow:global step 1509: loss = 11.2808 (0.059 sec/step)
INFO:tensorflow:global step 1509: loss = 11.2808 (0.059 sec/step)
INFO:tensorflow:global step 1510: loss = 12.6166 (0.052 sec/step)
INFO:tensorflow:global step 1510: loss = 12.6166 (0.052 sec/step)
INFO:tensorflow:global step 1511: loss = 14.0588 (0.061 sec/step)
INFO:tensorflow:global step 1511: loss = 14.0588 (0.061 sec/step)
INFO:tensorflow:global step 1512: loss = 12.6604 (0.059 sec/step)
INFO:tensorflow:global step 1512: loss = 12.6604 (0.059 sec/step)
INFO:tensorflow:global step 1513: loss = 11.6318 (0.059 sec/step)
INFO:tensorflow:global step 1513: loss = 11.6318 (0.059 sec/step)
INFO:tensorflow:global step 1514: loss = 10.0013 (0.058 sec/step)
INFO:tensorflow:global step 1514: loss = 10.0013 (0.058 sec/step)
INFO:tensorflow:global step 1515: loss = 13.2130 (0.052 sec/step)
INFO:tensorflow:global step 1515: loss = 13.2130 (0.052 sec/step)
INFO:tensorflow:global step 1516: loss = 9.4353 (0.060 sec/step)
INFO:tensorflow:global step 1516: loss = 9.4353 (0.060 sec/step)
INFO:tensorflow:global step 1517: loss = 13.6713 (0.063 sec/step)
INFO:tensorflow:global step 1517: loss = 13.6713 (0.063 sec/step)
INFO:tensorflow:global step 1518: loss = 13.1221 (0.075 sec/step)
INFO:tensorflow:global step 1518: loss = 13.1221 (0.075 sec/step)
INFO:tensorflow:global step 1519: loss = 12.2120 (0.059 sec/step)
INFO:tensorflow:global step 1519: loss = 12.2120 (0.059 sec/step)
INFO:tensorflow:global step 1520: loss = 12.6151 (0.069 sec/step)
INFO:tensorflow:global step 1520: loss = 12.6151 (0.069 sec/step)
INFO:tensorflow:global step 1521: loss = 15.6026 (0.060 sec/step)
INFO:tensorflow:global step 1521: loss = 15.6026 (0.060 sec/step)
INFO:tensorflow:global step 1522: loss = 11.1557 (0.061 sec/step)
INFO:tensorflow:global step 1522: loss = 11.1557 (0.061 sec/step)
INFO:tensorflow:global step 1523: loss = 10.6445 (0.061 sec/step)
INFO:tensorflow:global step 1523: loss = 10.6445 (0.061 sec/step)
INFO:tensorflow:global step 1524: loss = 17.4470 (0.058 sec/step)
INFO:tensorflow:global step 1524: loss = 17.4470 (0.058 sec/step)
INFO:tensorflow:global step 1525: loss = 13.4230 (0.059 sec/step)
INFO:tensorflow:global step 1525: loss = 13.4230 (0.059 sec/step)
INFO:tensorflow:global step 1526: loss = 10.7006 (0.054 sec/step)
INFO:tensorflow:global step 1526: loss = 10.7006 (0.054 sec/step)
INFO:tensorflow:global step 1527: loss = 12.1533 (0.065 sec/step)
INFO:tensorflow:global step 1527: loss = 12.1533 (0.065 sec/step)
INFO:tensorflow:global step 1528: loss = 18.1317 (0.064 sec/step)
INFO:tensorflow:global step 1528: loss = 18.1317 (0.064 sec/step)
INFO:tensorflow:global step 1529: loss = 9.0823 (0.056 sec/step)
INFO:tensorflow:global step 1529: loss = 9.0823 (0.056 sec/step)
INFO:tensorflow:global step 1530: loss = 0.3963 (0.053 sec/step)
INFO:tensorflow:global step 1530: loss = 0.3963 (0.053 sec/step)
INFO:tensorflow:global step 1531: loss = 17.5630 (0.057 sec/step)
INFO:tensorflow:global step 1531: loss = 17.5630 (0.057 sec/step)
INFO:tensorflow:global step 1532: loss = 13.0365 (0.057 sec/step)
INFO:tensorflow:global step 1532: loss = 13.0365 (0.057 sec/step)
INFO:tensorflow:global step 1533: loss = 14.7215 (0.055 sec/step)
INFO:tensorflow:global step 1533: loss = 14.7215 (0.055 sec/step)
INFO:tensorflow:global step 1534: loss = 15.7947 (0.062 sec/step)
INFO:tensorflow:global step 1534: loss = 15.7947 (0.062 sec/step)
INFO:tensorflow:global step 1535: loss = 17.7905 (0.062 sec/step)
INFO:tensorflow:global step 1535: loss = 17.7905 (0.062 sec/step)
INFO:tensorflow:global step 1536: loss = 14.5552 (0.061 sec/step)
INFO:tensorflow:global step 1536: loss = 14.5552 (0.061 sec/step)
INFO:tensorflow:global step 1537: loss = 14.8975 (0.053 sec/step)
INFO:tensorflow:global step 1537: loss = 14.8975 (0.053 sec/step)
INFO:tensorflow:global step 1538: loss = 19.4990 (0.062 sec/step)
INFO:tensorflow:global step 1538: loss = 19.4990 (0.062 sec/step)
INFO:tensorflow:global step 1539: loss = 17.0860 (0.065 sec/step)
INFO:tensorflow:global step 1539: loss = 17.0860 (0.065 sec/step)
INFO:tensorflow:global step 1540: loss = 8.6259 (0.055 sec/step)
INFO:tensorflow:global step 1540: loss = 8.6259 (0.055 sec/step)
INFO:tensorflow:global step 1541: loss = 7.0119 (0.057 sec/step)
INFO:tensorflow:global step 1541: loss = 7.0119 (0.057 sec/step)
INFO:tensorflow:global step 1542: loss = 9.2860 (0.056 sec/step)
INFO:tensorflow:global step 1542: loss = 9.2860 (0.056 sec/step)
INFO:tensorflow:global step 1543: loss = 13.6607 (0.069 sec/step)
INFO:tensorflow:global step 1543: loss = 13.6607 (0.069 sec/step)
INFO:tensorflow:global step 1544: loss = 13.4590 (0.062 sec/step)
INFO:tensorflow:global step 1544: loss = 13.4590 (0.062 sec/step)
INFO:tensorflow:global step 1545: loss = 12.0659 (0.055 sec/step)
INFO:tensorflow:global step 1545: loss = 12.0659 (0.055 sec/step)
INFO:tensorflow:global step 1546: loss = 13.7171 (0.054 sec/step)
INFO:tensorflow:global step 1546: loss = 13.7171 (0.054 sec/step)
INFO:tensorflow:global step 1547: loss = 13.2873 (0.064 sec/step)
INFO:tensorflow:global step 1547: loss = 13.2873 (0.064 sec/step)
INFO:tensorflow:global step 1548: loss = 10.4263 (0.059 sec/step)
INFO:tensorflow:global step 1548: loss = 10.4263 (0.059 sec/step)
INFO:tensorflow:global step 1549: loss = 17.3326 (0.057 sec/step)
INFO:tensorflow:global step 1549: loss = 17.3326 (0.057 sec/step)
INFO:tensorflow:global step 1550: loss = 9.6514 (0.057 sec/step)
INFO:tensorflow:global step 1550: loss = 9.6514 (0.057 sec/step)
INFO:tensorflow:global step 1551: loss = 7.2295 (0.063 sec/step)
INFO:tensorflow:global step 1551: loss = 7.2295 (0.063 sec/step)
INFO:tensorflow:global step 1552: loss = 14.5933 (0.061 sec/step)
INFO:tensorflow:global step 1552: loss = 14.5933 (0.061 sec/step)
INFO:tensorflow:global step 1553: loss = 11.6800 (0.060 sec/step)
INFO:tensorflow:global step 1553: loss = 11.6800 (0.060 sec/step)
INFO:tensorflow:global step 1554: loss = 9.6047 (0.060 sec/step)
INFO:tensorflow:global step 1554: loss = 9.6047 (0.060 sec/step)
INFO:tensorflow:global step 1555: loss = 0.3962 (0.055 sec/step)
INFO:tensorflow:global step 1555: loss = 0.3962 (0.055 sec/step)
INFO:tensorflow:global step 1556: loss = 22.8183 (0.058 sec/step)
INFO:tensorflow:global step 1556: loss = 22.8183 (0.058 sec/step)
INFO:tensorflow:global step 1557: loss = 18.5191 (0.058 sec/step)
INFO:tensorflow:global step 1557: loss = 18.5191 (0.058 sec/step)
INFO:tensorflow:global step 1558: loss = 10.0310 (0.072 sec/step)
INFO:tensorflow:global step 1558: loss = 10.0310 (0.072 sec/step)
INFO:tensorflow:global step 1559: loss = 13.8432 (0.056 sec/step)
INFO:tensorflow:global step 1559: loss = 13.8432 (0.056 sec/step)
INFO:tensorflow:global step 1560: loss = 15.7126 (0.059 sec/step)
INFO:tensorflow:global step 1560: loss = 15.7126 (0.059 sec/step)
INFO:tensorflow:global step 1561: loss = 11.9459 (0.062 sec/step)
INFO:tensorflow:global step 1561: loss = 11.9459 (0.062 sec/step)
INFO:tensorflow:global step 1562: loss = 16.3769 (0.058 sec/step)
INFO:tensorflow:global step 1562: loss = 16.3769 (0.058 sec/step)
INFO:tensorflow:global step 1563: loss = 8.5875 (0.056 sec/step)
INFO:tensorflow:global step 1563: loss = 8.5875 (0.056 sec/step)
INFO:tensorflow:global step 1564: loss = 10.1779 (0.055 sec/step)
INFO:tensorflow:global step 1564: loss = 10.1779 (0.055 sec/step)
INFO:tensorflow:global step 1565: loss = 17.0052 (0.055 sec/step)
INFO:tensorflow:global step 1565: loss = 17.0052 (0.055 sec/step)
INFO:tensorflow:global step 1566: loss = 17.0846 (0.063 sec/step)
INFO:tensorflow:global step 1566: loss = 17.0846 (0.063 sec/step)
INFO:tensorflow:global step 1567: loss = 12.0010 (0.051 sec/step)
INFO:tensorflow:global step 1567: loss = 12.0010 (0.051 sec/step)
INFO:tensorflow:global step 1568: loss = 16.7189 (0.056 sec/step)
INFO:tensorflow:global step 1568: loss = 16.7189 (0.056 sec/step)
INFO:tensorflow:global step 1569: loss = 9.2744 (0.061 sec/step)
INFO:tensorflow:global step 1569: loss = 9.2744 (0.061 sec/step)
INFO:tensorflow:global step 1570: loss = 9.0750 (0.055 sec/step)
INFO:tensorflow:global step 1570: loss = 9.0750 (0.055 sec/step)
INFO:tensorflow:global step 1571: loss = 10.6117 (0.058 sec/step)
INFO:tensorflow:global step 1571: loss = 10.6117 (0.058 sec/step)
INFO:tensorflow:global step 1572: loss = 11.5432 (0.054 sec/step)
INFO:tensorflow:global step 1572: loss = 11.5432 (0.054 sec/step)
INFO:tensorflow:global step 1573: loss = 19.1765 (0.056 sec/step)
INFO:tensorflow:global step 1573: loss = 19.1765 (0.056 sec/step)
INFO:tensorflow:global step 1574: loss = 8.6649 (0.061 sec/step)
INFO:tensorflow:global step 1574: loss = 8.6649 (0.061 sec/step)
INFO:tensorflow:global step 1575: loss = 15.8754 (0.060 sec/step)
INFO:tensorflow:global step 1575: loss = 15.8754 (0.060 sec/step)
INFO:tensorflow:global step 1576: loss = 12.0019 (0.057 sec/step)
INFO:tensorflow:global step 1576: loss = 12.0019 (0.057 sec/step)
INFO:tensorflow:global step 1577: loss = 17.4767 (0.061 sec/step)
INFO:tensorflow:global step 1577: loss = 17.4767 (0.061 sec/step)
INFO:tensorflow:global step 1578: loss = 13.7830 (0.052 sec/step)
INFO:tensorflow:global step 1578: loss = 13.7830 (0.052 sec/step)
INFO:tensorflow:global step 1579: loss = 15.5324 (0.054 sec/step)
INFO:tensorflow:global step 1579: loss = 15.5324 (0.054 sec/step)
INFO:tensorflow:global step 1580: loss = 9.1261 (0.051 sec/step)
INFO:tensorflow:global step 1580: loss = 9.1261 (0.051 sec/step)
INFO:tensorflow:global step 1581: loss = 18.1176 (0.055 sec/step)
INFO:tensorflow:global step 1581: loss = 18.1176 (0.055 sec/step)
INFO:tensorflow:global step 1582: loss = 13.7320 (0.057 sec/step)
INFO:tensorflow:global step 1582: loss = 13.7320 (0.057 sec/step)
INFO:tensorflow:global step 1583: loss = 11.8232 (0.057 sec/step)
INFO:tensorflow:global step 1583: loss = 11.8232 (0.057 sec/step)
INFO:tensorflow:global step 1584: loss = 15.8027 (0.059 sec/step)
INFO:tensorflow:global step 1584: loss = 15.8027 (0.059 sec/step)
INFO:tensorflow:global step 1585: loss = 12.2053 (0.057 sec/step)
INFO:tensorflow:global step 1585: loss = 12.2053 (0.057 sec/step)
INFO:tensorflow:global step 1586: loss = 13.6044 (0.058 sec/step)
INFO:tensorflow:global step 1586: loss = 13.6044 (0.058 sec/step)
INFO:tensorflow:global step 1587: loss = 16.4376 (0.058 sec/step)
INFO:tensorflow:global step 1587: loss = 16.4376 (0.058 sec/step)
INFO:tensorflow:global step 1588: loss = 13.4578 (0.055 sec/step)
INFO:tensorflow:global step 1588: loss = 13.4578 (0.055 sec/step)
INFO:tensorflow:global step 1589: loss = 11.1661 (0.057 sec/step)
INFO:tensorflow:global step 1589: loss = 11.1661 (0.057 sec/step)
INFO:tensorflow:global step 1590: loss = 12.9158 (0.066 sec/step)
INFO:tensorflow:global step 1590: loss = 12.9158 (0.066 sec/step)
INFO:tensorflow:global step 1591: loss = 12.9261 (0.056 sec/step)
INFO:tensorflow:global step 1591: loss = 12.9261 (0.056 sec/step)
INFO:tensorflow:global step 1592: loss = 12.5331 (0.054 sec/step)
INFO:tensorflow:global step 1592: loss = 12.5331 (0.054 sec/step)
INFO:tensorflow:global step 1593: loss = 14.7446 (0.062 sec/step)
INFO:tensorflow:global step 1593: loss = 14.7446 (0.062 sec/step)
INFO:tensorflow:global step 1594: loss = 9.9937 (0.056 sec/step)
INFO:tensorflow:global step 1594: loss = 9.9937 (0.056 sec/step)
INFO:tensorflow:global step 1595: loss = 10.7223 (0.068 sec/step)
INFO:tensorflow:global step 1595: loss = 10.7223 (0.068 sec/step)
INFO:tensorflow:global step 1596: loss = 9.9757 (0.059 sec/step)
INFO:tensorflow:global step 1596: loss = 9.9757 (0.059 sec/step)
INFO:tensorflow:global step 1597: loss = 12.7212 (0.060 sec/step)
INFO:tensorflow:global step 1597: loss = 12.7212 (0.060 sec/step)
INFO:tensorflow:global step 1598: loss = 10.6245 (0.054 sec/step)
INFO:tensorflow:global step 1598: loss = 10.6245 (0.054 sec/step)
INFO:tensorflow:global step 1599: loss = 14.9136 (0.057 sec/step)
INFO:tensorflow:global step 1599: loss = 14.9136 (0.057 sec/step)
INFO:tensorflow:global step 1600: loss = 13.5581 (0.058 sec/step)
INFO:tensorflow:global step 1600: loss = 13.5581 (0.058 sec/step)
INFO:tensorflow:global step 1601: loss = 10.9697 (0.059 sec/step)
INFO:tensorflow:global step 1601: loss = 10.9697 (0.059 sec/step)
INFO:tensorflow:global step 1602: loss = 8.0634 (0.056 sec/step)
INFO:tensorflow:global step 1602: loss = 8.0634 (0.056 sec/step)
INFO:tensorflow:global step 1603: loss = 11.1967 (0.058 sec/step)
INFO:tensorflow:global step 1603: loss = 11.1967 (0.058 sec/step)
INFO:tensorflow:global step 1604: loss = 10.9943 (0.060 sec/step)
INFO:tensorflow:global step 1604: loss = 10.9943 (0.060 sec/step)
INFO:tensorflow:global step 1605: loss = 10.8306 (0.060 sec/step)
INFO:tensorflow:global step 1605: loss = 10.8306 (0.060 sec/step)
INFO:tensorflow:global step 1606: loss = 19.3897 (0.054 sec/step)
INFO:tensorflow:global step 1606: loss = 19.3897 (0.054 sec/step)
INFO:tensorflow:global step 1607: loss = 14.0347 (0.059 sec/step)
INFO:tensorflow:global step 1607: loss = 14.0347 (0.059 sec/step)
INFO:tensorflow:global step 1608: loss = 14.8223 (0.060 sec/step)
INFO:tensorflow:global step 1608: loss = 14.8223 (0.060 sec/step)
INFO:tensorflow:global step 1609: loss = 15.4092 (0.052 sec/step)
INFO:tensorflow:global step 1609: loss = 15.4092 (0.052 sec/step)
INFO:tensorflow:global step 1610: loss = 16.7067 (0.060 sec/step)
INFO:tensorflow:global step 1610: loss = 16.7067 (0.060 sec/step)
INFO:tensorflow:global step 1611: loss = 11.4609 (0.070 sec/step)
INFO:tensorflow:global step 1611: loss = 11.4609 (0.070 sec/step)
INFO:tensorflow:global step 1612: loss = 10.2932 (0.057 sec/step)
INFO:tensorflow:global step 1612: loss = 10.2932 (0.057 sec/step)
INFO:tensorflow:global step 1613: loss = 14.1662 (0.052 sec/step)
INFO:tensorflow:global step 1613: loss = 14.1662 (0.052 sec/step)
INFO:tensorflow:global step 1614: loss = 13.6761 (0.068 sec/step)
INFO:tensorflow:global step 1614: loss = 13.6761 (0.068 sec/step)
INFO:tensorflow:global step 1615: loss = 11.6127 (0.057 sec/step)
INFO:tensorflow:global step 1615: loss = 11.6127 (0.057 sec/step)
INFO:tensorflow:global step 1616: loss = 15.7925 (0.057 sec/step)
INFO:tensorflow:global step 1616: loss = 15.7925 (0.057 sec/step)
INFO:tensorflow:global step 1617: loss = 9.8502 (0.056 sec/step)
INFO:tensorflow:global step 1617: loss = 9.8502 (0.056 sec/step)
INFO:tensorflow:global step 1618: loss = 14.6257 (0.062 sec/step)
INFO:tensorflow:global step 1618: loss = 14.6257 (0.062 sec/step)
INFO:tensorflow:global step 1619: loss = 13.0513 (0.055 sec/step)
INFO:tensorflow:global step 1619: loss = 13.0513 (0.055 sec/step)
INFO:tensorflow:global step 1620: loss = 15.6365 (0.055 sec/step)
INFO:tensorflow:global step 1620: loss = 15.6365 (0.055 sec/step)
INFO:tensorflow:global step 1621: loss = 13.6606 (0.065 sec/step)
INFO:tensorflow:global step 1621: loss = 13.6606 (0.065 sec/step)
INFO:tensorflow:global step 1622: loss = 11.3942 (0.065 sec/step)
INFO:tensorflow:global step 1622: loss = 11.3942 (0.065 sec/step)
INFO:tensorflow:global step 1623: loss = 12.2233 (0.056 sec/step)
INFO:tensorflow:global step 1623: loss = 12.2233 (0.056 sec/step)
INFO:tensorflow:global step 1624: loss = 9.3008 (0.062 sec/step)
INFO:tensorflow:global step 1624: loss = 9.3008 (0.062 sec/step)
INFO:tensorflow:global step 1625: loss = 10.7620 (0.057 sec/step)
INFO:tensorflow:global step 1625: loss = 10.7620 (0.057 sec/step)
INFO:tensorflow:global step 1626: loss = 13.7479 (0.062 sec/step)
INFO:tensorflow:global step 1626: loss = 13.7479 (0.062 sec/step)
INFO:tensorflow:global step 1627: loss = 10.8381 (0.056 sec/step)
INFO:tensorflow:global step 1627: loss = 10.8381 (0.056 sec/step)
INFO:tensorflow:global step 1628: loss = 12.8199 (0.053 sec/step)
INFO:tensorflow:global step 1628: loss = 12.8199 (0.053 sec/step)
INFO:tensorflow:global step 1629: loss = 16.3204 (0.058 sec/step)
INFO:tensorflow:global step 1629: loss = 16.3204 (0.058 sec/step)
INFO:tensorflow:global step 1630: loss = 9.6333 (0.067 sec/step)
INFO:tensorflow:global step 1630: loss = 9.6333 (0.067 sec/step)
INFO:tensorflow:global step 1631: loss = 12.0254 (0.055 sec/step)
INFO:tensorflow:global step 1631: loss = 12.0254 (0.055 sec/step)
INFO:tensorflow:global step 1632: loss = 11.1949 (0.056 sec/step)
INFO:tensorflow:global step 1632: loss = 11.1949 (0.056 sec/step)
INFO:tensorflow:global step 1633: loss = 11.1484 (0.060 sec/step)
INFO:tensorflow:global step 1633: loss = 11.1484 (0.060 sec/step)
INFO:tensorflow:global step 1634: loss = 11.1250 (0.058 sec/step)
INFO:tensorflow:global step 1634: loss = 11.1250 (0.058 sec/step)
INFO:tensorflow:global step 1635: loss = 13.0756 (0.056 sec/step)
INFO:tensorflow:global step 1635: loss = 13.0756 (0.056 sec/step)
INFO:tensorflow:global step 1636: loss = 12.3092 (0.054 sec/step)
INFO:tensorflow:global step 1636: loss = 12.3092 (0.054 sec/step)
INFO:tensorflow:global step 1637: loss = 9.8817 (0.059 sec/step)
INFO:tensorflow:global step 1637: loss = 9.8817 (0.059 sec/step)
INFO:tensorflow:global step 1638: loss = 14.5749 (0.054 sec/step)
INFO:tensorflow:global step 1638: loss = 14.5749 (0.054 sec/step)
INFO:tensorflow:global step 1639: loss = 12.3449 (0.063 sec/step)
INFO:tensorflow:global step 1639: loss = 12.3449 (0.063 sec/step)
INFO:tensorflow:global step 1640: loss = 9.1923 (0.059 sec/step)
INFO:tensorflow:global step 1640: loss = 9.1923 (0.059 sec/step)
INFO:tensorflow:global step 1641: loss = 15.9104 (0.057 sec/step)
INFO:tensorflow:global step 1641: loss = 15.9104 (0.057 sec/step)
INFO:tensorflow:global step 1642: loss = 14.3244 (0.053 sec/step)
INFO:tensorflow:global step 1642: loss = 14.3244 (0.053 sec/step)
INFO:tensorflow:global step 1643: loss = 13.2843 (0.066 sec/step)
INFO:tensorflow:global step 1643: loss = 13.2843 (0.066 sec/step)
INFO:tensorflow:global step 1644: loss = 9.1706 (0.060 sec/step)
INFO:tensorflow:global step 1644: loss = 9.1706 (0.060 sec/step)
INFO:tensorflow:global step 1645: loss = 8.8612 (0.054 sec/step)
INFO:tensorflow:global step 1645: loss = 8.8612 (0.054 sec/step)
INFO:tensorflow:global step 1646: loss = 0.3961 (0.062 sec/step)
INFO:tensorflow:global step 1646: loss = 0.3961 (0.062 sec/step)
INFO:tensorflow:global step 1647: loss = 8.4939 (0.066 sec/step)
INFO:tensorflow:global step 1647: loss = 8.4939 (0.066 sec/step)
INFO:tensorflow:global step 1648: loss = 11.9184 (0.063 sec/step)
INFO:tensorflow:global step 1648: loss = 11.9184 (0.063 sec/step)
INFO:tensorflow:global step 1649: loss = 9.1011 (0.066 sec/step)
INFO:tensorflow:global step 1649: loss = 9.1011 (0.066 sec/step)
INFO:tensorflow:global step 1650: loss = 14.1576 (0.060 sec/step)
INFO:tensorflow:global step 1650: loss = 14.1576 (0.060 sec/step)
INFO:tensorflow:global step 1651: loss = 11.0467 (0.062 sec/step)
INFO:tensorflow:global step 1651: loss = 11.0467 (0.062 sec/step)
INFO:tensorflow:global step 1652: loss = 10.5551 (0.060 sec/step)
INFO:tensorflow:global step 1652: loss = 10.5551 (0.060 sec/step)
INFO:tensorflow:global step 1653: loss = 10.3657 (0.061 sec/step)
INFO:tensorflow:global step 1653: loss = 10.3657 (0.061 sec/step)
INFO:tensorflow:global step 1654: loss = 11.1481 (0.061 sec/step)
INFO:tensorflow:global step 1654: loss = 11.1481 (0.061 sec/step)
INFO:tensorflow:global step 1655: loss = 13.2265 (0.057 sec/step)
INFO:tensorflow:global step 1655: loss = 13.2265 (0.057 sec/step)
INFO:tensorflow:global step 1656: loss = 13.2750 (0.056 sec/step)
INFO:tensorflow:global step 1656: loss = 13.2750 (0.056 sec/step)
INFO:tensorflow:global step 1657: loss = 13.3899 (0.056 sec/step)
INFO:tensorflow:global step 1657: loss = 13.3899 (0.056 sec/step)
INFO:tensorflow:global step 1658: loss = 11.4218 (0.065 sec/step)
INFO:tensorflow:global step 1658: loss = 11.4218 (0.065 sec/step)
INFO:tensorflow:global step 1659: loss = 11.9115 (0.056 sec/step)
INFO:tensorflow:global step 1659: loss = 11.9115 (0.056 sec/step)
INFO:tensorflow:global step 1660: loss = 0.3962 (0.063 sec/step)
INFO:tensorflow:global step 1660: loss = 0.3962 (0.063 sec/step)
INFO:tensorflow:global step 1661: loss = 13.5332 (0.078 sec/step)
INFO:tensorflow:global step 1661: loss = 13.5332 (0.078 sec/step)
INFO:tensorflow:global step 1662: loss = 15.6947 (0.061 sec/step)
INFO:tensorflow:global step 1662: loss = 15.6947 (0.061 sec/step)
INFO:tensorflow:global step 1663: loss = 12.0400 (0.061 sec/step)
INFO:tensorflow:global step 1663: loss = 12.0400 (0.061 sec/step)
INFO:tensorflow:global step 1664: loss = 10.9777 (0.058 sec/step)
INFO:tensorflow:global step 1664: loss = 10.9777 (0.058 sec/step)
INFO:tensorflow:global step 1665: loss = 11.4681 (0.057 sec/step)
INFO:tensorflow:global step 1665: loss = 11.4681 (0.057 sec/step)
INFO:tensorflow:global step 1666: loss = 8.8756 (0.059 sec/step)
INFO:tensorflow:global step 1666: loss = 8.8756 (0.059 sec/step)
INFO:tensorflow:global step 1667: loss = 13.3047 (0.058 sec/step)
INFO:tensorflow:global step 1667: loss = 13.3047 (0.058 sec/step)
INFO:tensorflow:global step 1668: loss = 12.0045 (0.063 sec/step)
INFO:tensorflow:global step 1668: loss = 12.0045 (0.063 sec/step)
INFO:tensorflow:global step 1669: loss = 8.4084 (0.060 sec/step)
INFO:tensorflow:global step 1669: loss = 8.4084 (0.060 sec/step)
INFO:tensorflow:global step 1670: loss = 10.0719 (0.066 sec/step)
INFO:tensorflow:global step 1670: loss = 10.0719 (0.066 sec/step)
INFO:tensorflow:global step 1671: loss = 11.6253 (0.057 sec/step)
INFO:tensorflow:global step 1671: loss = 11.6253 (0.057 sec/step)
INFO:tensorflow:global step 1672: loss = 11.1719 (0.059 sec/step)
INFO:tensorflow:global step 1672: loss = 11.1719 (0.059 sec/step)
INFO:tensorflow:global step 1673: loss = 11.0027 (0.059 sec/step)
INFO:tensorflow:global step 1673: loss = 11.0027 (0.059 sec/step)
INFO:tensorflow:global step 1674: loss = 16.5394 (0.063 sec/step)
INFO:tensorflow:global step 1674: loss = 16.5394 (0.063 sec/step)
INFO:tensorflow:global step 1675: loss = 14.1837 (0.060 sec/step)
INFO:tensorflow:global step 1675: loss = 14.1837 (0.060 sec/step)
INFO:tensorflow:global step 1676: loss = 11.0675 (0.057 sec/step)
INFO:tensorflow:global step 1676: loss = 11.0675 (0.057 sec/step)
INFO:tensorflow:global step 1677: loss = 14.3799 (0.053 sec/step)
INFO:tensorflow:global step 1677: loss = 14.3799 (0.053 sec/step)
INFO:tensorflow:global step 1678: loss = 8.2031 (0.058 sec/step)
INFO:tensorflow:global step 1678: loss = 8.2031 (0.058 sec/step)
INFO:tensorflow:global step 1679: loss = 14.3495 (0.061 sec/step)
INFO:tensorflow:global step 1679: loss = 14.3495 (0.061 sec/step)
INFO:tensorflow:global step 1680: loss = 14.8537 (0.059 sec/step)
INFO:tensorflow:global step 1680: loss = 14.8537 (0.059 sec/step)
INFO:tensorflow:global step 1681: loss = 15.2344 (0.066 sec/step)
INFO:tensorflow:global step 1681: loss = 15.2344 (0.066 sec/step)
INFO:tensorflow:global step 1682: loss = 16.6388 (0.058 sec/step)
INFO:tensorflow:global step 1682: loss = 16.6388 (0.058 sec/step)
INFO:tensorflow:global step 1683: loss = 17.4734 (0.057 sec/step)
INFO:tensorflow:global step 1683: loss = 17.4734 (0.057 sec/step)
INFO:tensorflow:global step 1684: loss = 11.4517 (0.057 sec/step)
INFO:tensorflow:global step 1684: loss = 11.4517 (0.057 sec/step)
INFO:tensorflow:global step 1685: loss = 12.8551 (0.055 sec/step)
INFO:tensorflow:global step 1685: loss = 12.8551 (0.055 sec/step)
INFO:tensorflow:global step 1686: loss = 10.7743 (0.057 sec/step)
INFO:tensorflow:global step 1686: loss = 10.7743 (0.057 sec/step)
INFO:tensorflow:global step 1687: loss = 12.4459 (0.067 sec/step)
INFO:tensorflow:global step 1687: loss = 12.4459 (0.067 sec/step)
INFO:tensorflow:global step 1688: loss = 11.2228 (0.059 sec/step)
INFO:tensorflow:global step 1688: loss = 11.2228 (0.059 sec/step)
INFO:tensorflow:global step 1689: loss = 10.7892 (0.059 sec/step)
INFO:tensorflow:global step 1689: loss = 10.7892 (0.059 sec/step)
INFO:tensorflow:global step 1690: loss = 12.6749 (0.059 sec/step)
INFO:tensorflow:global step 1690: loss = 12.6749 (0.059 sec/step)
INFO:tensorflow:global step 1691: loss = 9.7715 (0.058 sec/step)
INFO:tensorflow:global step 1691: loss = 9.7715 (0.058 sec/step)
INFO:tensorflow:global step 1692: loss = 10.4144 (0.060 sec/step)
INFO:tensorflow:global step 1692: loss = 10.4144 (0.060 sec/step)
INFO:tensorflow:global step 1693: loss = 18.8482 (0.064 sec/step)
INFO:tensorflow:global step 1693: loss = 18.8482 (0.064 sec/step)
INFO:tensorflow:global step 1694: loss = 18.5453 (0.057 sec/step)
INFO:tensorflow:global step 1694: loss = 18.5453 (0.057 sec/step)
INFO:tensorflow:global step 1695: loss = 10.0549 (0.059 sec/step)
INFO:tensorflow:global step 1695: loss = 10.0549 (0.059 sec/step)
INFO:tensorflow:global step 1696: loss = 17.7888 (0.064 sec/step)
INFO:tensorflow:global step 1696: loss = 17.7888 (0.064 sec/step)
INFO:tensorflow:global step 1697: loss = 11.4455 (0.065 sec/step)
INFO:tensorflow:global step 1697: loss = 11.4455 (0.065 sec/step)
INFO:tensorflow:global step 1698: loss = 15.6674 (0.065 sec/step)
INFO:tensorflow:global step 1698: loss = 15.6674 (0.065 sec/step)
INFO:tensorflow:global step 1699: loss = 12.2901 (0.058 sec/step)
INFO:tensorflow:global step 1699: loss = 12.2901 (0.058 sec/step)
INFO:tensorflow:global step 1700: loss = 14.3128 (0.068 sec/step)
INFO:tensorflow:global step 1700: loss = 14.3128 (0.068 sec/step)
INFO:tensorflow:global step 1701: loss = 9.3417 (0.058 sec/step)
INFO:tensorflow:global step 1701: loss = 9.3417 (0.058 sec/step)
INFO:tensorflow:global step 1702: loss = 11.8485 (0.053 sec/step)
INFO:tensorflow:global step 1702: loss = 11.8485 (0.053 sec/step)
INFO:tensorflow:global step 1703: loss = 13.7047 (0.058 sec/step)
INFO:tensorflow:global step 1703: loss = 13.7047 (0.058 sec/step)
INFO:tensorflow:global step 1704: loss = 10.2308 (0.064 sec/step)
INFO:tensorflow:global step 1704: loss = 10.2308 (0.064 sec/step)
INFO:tensorflow:global step 1705: loss = 17.8155 (0.058 sec/step)
INFO:tensorflow:global step 1705: loss = 17.8155 (0.058 sec/step)
INFO:tensorflow:global step 1706: loss = 13.1094 (0.064 sec/step)
INFO:tensorflow:global step 1706: loss = 13.1094 (0.064 sec/step)
INFO:tensorflow:global step 1707: loss = 20.2381 (0.054 sec/step)
INFO:tensorflow:global step 1707: loss = 20.2381 (0.054 sec/step)
INFO:tensorflow:global step 1708: loss = 17.2931 (0.064 sec/step)
INFO:tensorflow:global step 1708: loss = 17.2931 (0.064 sec/step)
INFO:tensorflow:global step 1709: loss = 13.0495 (0.055 sec/step)
INFO:tensorflow:global step 1709: loss = 13.0495 (0.055 sec/step)
INFO:tensorflow:global step 1710: loss = 15.3674 (0.066 sec/step)
INFO:tensorflow:global step 1710: loss = 15.3674 (0.066 sec/step)
INFO:tensorflow:global step 1711: loss = 10.8161 (0.070 sec/step)
INFO:tensorflow:global step 1711: loss = 10.8161 (0.070 sec/step)
INFO:tensorflow:global step 1712: loss = 13.4458 (0.061 sec/step)
INFO:tensorflow:global step 1712: loss = 13.4458 (0.061 sec/step)
INFO:tensorflow:global step 1713: loss = 15.3362 (0.056 sec/step)
INFO:tensorflow:global step 1713: loss = 15.3362 (0.056 sec/step)
INFO:tensorflow:global step 1714: loss = 15.4304 (0.058 sec/step)
INFO:tensorflow:global step 1714: loss = 15.4304 (0.058 sec/step)
INFO:tensorflow:global step 1715: loss = 12.8213 (0.056 sec/step)
INFO:tensorflow:global step 1715: loss = 12.8213 (0.056 sec/step)
INFO:tensorflow:global step 1716: loss = 8.1567 (0.060 sec/step)
INFO:tensorflow:global step 1716: loss = 8.1567 (0.060 sec/step)
INFO:tensorflow:global step 1717: loss = 9.2949 (0.056 sec/step)
INFO:tensorflow:global step 1717: loss = 9.2949 (0.056 sec/step)
INFO:tensorflow:global step 1718: loss = 10.6338 (0.064 sec/step)
INFO:tensorflow:global step 1718: loss = 10.6338 (0.064 sec/step)
INFO:tensorflow:global step 1719: loss = 13.6219 (0.056 sec/step)
INFO:tensorflow:global step 1719: loss = 13.6219 (0.056 sec/step)
INFO:tensorflow:global step 1720: loss = 11.8035 (0.056 sec/step)
INFO:tensorflow:global step 1720: loss = 11.8035 (0.056 sec/step)
INFO:tensorflow:global step 1721: loss = 13.6024 (0.056 sec/step)
INFO:tensorflow:global step 1721: loss = 13.6024 (0.056 sec/step)
INFO:tensorflow:global step 1722: loss = 13.1924 (0.056 sec/step)
INFO:tensorflow:global step 1722: loss = 13.1924 (0.056 sec/step)
INFO:tensorflow:global step 1723: loss = 13.5376 (0.060 sec/step)
INFO:tensorflow:global step 1723: loss = 13.5376 (0.060 sec/step)
INFO:tensorflow:global step 1724: loss = 11.0375 (0.062 sec/step)
INFO:tensorflow:global step 1724: loss = 11.0375 (0.062 sec/step)
INFO:tensorflow:global step 1725: loss = 13.2069 (0.052 sec/step)
INFO:tensorflow:global step 1725: loss = 13.2069 (0.052 sec/step)
INFO:tensorflow:global step 1726: loss = 20.6963 (0.058 sec/step)
INFO:tensorflow:global step 1726: loss = 20.6963 (0.058 sec/step)
INFO:tensorflow:global step 1727: loss = 11.2849 (0.062 sec/step)
INFO:tensorflow:global step 1727: loss = 11.2849 (0.062 sec/step)
INFO:tensorflow:global step 1728: loss = 12.9558 (0.069 sec/step)
INFO:tensorflow:global step 1728: loss = 12.9558 (0.069 sec/step)
INFO:tensorflow:global step 1729: loss = 12.7372 (0.056 sec/step)
INFO:tensorflow:global step 1729: loss = 12.7372 (0.056 sec/step)
INFO:tensorflow:global step 1730: loss = 13.5776 (0.064 sec/step)
INFO:tensorflow:global step 1730: loss = 13.5776 (0.064 sec/step)
INFO:tensorflow:global step 1731: loss = 14.8780 (0.063 sec/step)
INFO:tensorflow:global step 1731: loss = 14.8780 (0.063 sec/step)
INFO:tensorflow:global step 1732: loss = 12.5897 (0.063 sec/step)
INFO:tensorflow:global step 1732: loss = 12.5897 (0.063 sec/step)
INFO:tensorflow:global step 1733: loss = 16.0325 (0.056 sec/step)
INFO:tensorflow:global step 1733: loss = 16.0325 (0.056 sec/step)
INFO:tensorflow:global step 1734: loss = 14.6868 (0.061 sec/step)
INFO:tensorflow:global step 1734: loss = 14.6868 (0.061 sec/step)
INFO:tensorflow:global step 1735: loss = 15.5714 (0.052 sec/step)
INFO:tensorflow:global step 1735: loss = 15.5714 (0.052 sec/step)
INFO:tensorflow:global step 1736: loss = 15.2127 (0.055 sec/step)
INFO:tensorflow:global step 1736: loss = 15.2127 (0.055 sec/step)
INFO:tensorflow:global step 1737: loss = 13.9855 (0.057 sec/step)
INFO:tensorflow:global step 1737: loss = 13.9855 (0.057 sec/step)
INFO:tensorflow:global step 1738: loss = 12.9639 (0.064 sec/step)
INFO:tensorflow:global step 1738: loss = 12.9639 (0.064 sec/step)
INFO:tensorflow:global step 1739: loss = 8.9409 (0.061 sec/step)
INFO:tensorflow:global step 1739: loss = 8.9409 (0.061 sec/step)
INFO:tensorflow:global step 1740: loss = 13.0418 (0.056 sec/step)
INFO:tensorflow:global step 1740: loss = 13.0418 (0.056 sec/step)
INFO:tensorflow:global step 1741: loss = 18.1603 (0.058 sec/step)
INFO:tensorflow:global step 1741: loss = 18.1603 (0.058 sec/step)
INFO:tensorflow:global step 1742: loss = 16.8372 (0.060 sec/step)
INFO:tensorflow:global step 1742: loss = 16.8372 (0.060 sec/step)
INFO:tensorflow:global step 1743: loss = 13.8351 (0.059 sec/step)
INFO:tensorflow:global step 1743: loss = 13.8351 (0.059 sec/step)
INFO:tensorflow:global step 1744: loss = 15.9575 (0.056 sec/step)
INFO:tensorflow:global step 1744: loss = 15.9575 (0.056 sec/step)
INFO:tensorflow:global step 1745: loss = 17.2735 (0.062 sec/step)
INFO:tensorflow:global step 1745: loss = 17.2735 (0.062 sec/step)
INFO:tensorflow:global step 1746: loss = 11.5006 (0.053 sec/step)
INFO:tensorflow:global step 1746: loss = 11.5006 (0.053 sec/step)
INFO:tensorflow:global step 1747: loss = 14.2321 (0.058 sec/step)
INFO:tensorflow:global step 1747: loss = 14.2321 (0.058 sec/step)
INFO:tensorflow:global step 1748: loss = 8.7966 (0.058 sec/step)
INFO:tensorflow:global step 1748: loss = 8.7966 (0.058 sec/step)
INFO:tensorflow:global step 1749: loss = 12.2136 (0.058 sec/step)
INFO:tensorflow:global step 1749: loss = 12.2136 (0.058 sec/step)
INFO:tensorflow:global step 1750: loss = 14.1714 (0.054 sec/step)
INFO:tensorflow:global step 1750: loss = 14.1714 (0.054 sec/step)
INFO:tensorflow:global step 1751: loss = 9.4627 (0.057 sec/step)
INFO:tensorflow:global step 1751: loss = 9.4627 (0.057 sec/step)
INFO:tensorflow:global step 1752: loss = 11.8014 (0.055 sec/step)
INFO:tensorflow:global step 1752: loss = 11.8014 (0.055 sec/step)
INFO:tensorflow:global step 1753: loss = 12.9659 (0.060 sec/step)
INFO:tensorflow:global step 1753: loss = 12.9659 (0.060 sec/step)
INFO:tensorflow:global step 1754: loss = 13.3188 (0.057 sec/step)
INFO:tensorflow:global step 1754: loss = 13.3188 (0.057 sec/step)
INFO:tensorflow:global step 1755: loss = 12.0445 (0.058 sec/step)
INFO:tensorflow:global step 1755: loss = 12.0445 (0.058 sec/step)
INFO:tensorflow:global step 1756: loss = 9.2718 (0.057 sec/step)
INFO:tensorflow:global step 1756: loss = 9.2718 (0.057 sec/step)
INFO:tensorflow:global step 1757: loss = 13.3583 (0.056 sec/step)
INFO:tensorflow:global step 1757: loss = 13.3583 (0.056 sec/step)
INFO:tensorflow:global step 1758: loss = 14.3341 (0.058 sec/step)
INFO:tensorflow:global step 1758: loss = 14.3341 (0.058 sec/step)
INFO:tensorflow:global step 1759: loss = 13.7959 (0.064 sec/step)
INFO:tensorflow:global step 1759: loss = 13.7959 (0.064 sec/step)
INFO:tensorflow:global step 1760: loss = 10.2476 (0.056 sec/step)
INFO:tensorflow:global step 1760: loss = 10.2476 (0.056 sec/step)
INFO:tensorflow:global step 1761: loss = 13.3008 (0.056 sec/step)
INFO:tensorflow:global step 1761: loss = 13.3008 (0.056 sec/step)
INFO:tensorflow:global step 1762: loss = 12.4893 (0.058 sec/step)
INFO:tensorflow:global step 1762: loss = 12.4893 (0.058 sec/step)
INFO:tensorflow:global step 1763: loss = 10.8779 (0.060 sec/step)
INFO:tensorflow:global step 1763: loss = 10.8779 (0.060 sec/step)
INFO:tensorflow:global step 1764: loss = 13.7791 (0.057 sec/step)
INFO:tensorflow:global step 1764: loss = 13.7791 (0.057 sec/step)
INFO:tensorflow:global step 1765: loss = 11.2194 (0.056 sec/step)
INFO:tensorflow:global step 1765: loss = 11.2194 (0.056 sec/step)
INFO:tensorflow:global step 1766: loss = 9.5632 (0.060 sec/step)
INFO:tensorflow:global step 1766: loss = 9.5632 (0.060 sec/step)
INFO:tensorflow:global step 1767: loss = 11.4501 (0.063 sec/step)
INFO:tensorflow:global step 1767: loss = 11.4501 (0.063 sec/step)
INFO:tensorflow:global step 1768: loss = 12.3345 (0.061 sec/step)
INFO:tensorflow:global step 1768: loss = 12.3345 (0.061 sec/step)
INFO:tensorflow:global step 1769: loss = 12.4284 (0.061 sec/step)
INFO:tensorflow:global step 1769: loss = 12.4284 (0.061 sec/step)
INFO:tensorflow:global step 1770: loss = 16.5740 (0.059 sec/step)
INFO:tensorflow:global step 1770: loss = 16.5740 (0.059 sec/step)
INFO:tensorflow:global step 1771: loss = 11.8271 (0.063 sec/step)
INFO:tensorflow:global step 1771: loss = 11.8271 (0.063 sec/step)
INFO:tensorflow:global step 1772: loss = 0.3962 (0.056 sec/step)
INFO:tensorflow:global step 1772: loss = 0.3962 (0.056 sec/step)
INFO:tensorflow:global step 1773: loss = 18.3234 (0.062 sec/step)
INFO:tensorflow:global step 1773: loss = 18.3234 (0.062 sec/step)
INFO:tensorflow:global step 1774: loss = 14.5192 (0.060 sec/step)
INFO:tensorflow:global step 1774: loss = 14.5192 (0.060 sec/step)
INFO:tensorflow:global step 1775: loss = 11.8723 (0.061 sec/step)
INFO:tensorflow:global step 1775: loss = 11.8723 (0.061 sec/step)
INFO:tensorflow:global step 1776: loss = 14.3714 (0.056 sec/step)
INFO:tensorflow:global step 1776: loss = 14.3714 (0.056 sec/step)
INFO:tensorflow:global step 1777: loss = 12.6129 (0.057 sec/step)
INFO:tensorflow:global step 1777: loss = 12.6129 (0.057 sec/step)
INFO:tensorflow:global step 1778: loss = 0.3962 (0.063 sec/step)
INFO:tensorflow:global step 1778: loss = 0.3962 (0.063 sec/step)
INFO:tensorflow:global step 1779: loss = 8.6619 (0.054 sec/step)
INFO:tensorflow:global step 1779: loss = 8.6619 (0.054 sec/step)
INFO:tensorflow:global step 1780: loss = 12.0120 (0.066 sec/step)
INFO:tensorflow:global step 1780: loss = 12.0120 (0.066 sec/step)
INFO:tensorflow:global step 1781: loss = 8.9160 (0.058 sec/step)
INFO:tensorflow:global step 1781: loss = 8.9160 (0.058 sec/step)
INFO:tensorflow:global step 1782: loss = 19.1209 (0.061 sec/step)
INFO:tensorflow:global step 1782: loss = 19.1209 (0.061 sec/step)
INFO:tensorflow:global step 1783: loss = 17.8114 (0.055 sec/step)
INFO:tensorflow:global step 1783: loss = 17.8114 (0.055 sec/step)
INFO:tensorflow:global step 1784: loss = 15.1647 (0.056 sec/step)
INFO:tensorflow:global step 1784: loss = 15.1647 (0.056 sec/step)
INFO:tensorflow:global step 1785: loss = 13.0724 (0.064 sec/step)
INFO:tensorflow:global step 1785: loss = 13.0724 (0.064 sec/step)
INFO:tensorflow:global step 1786: loss = 16.8352 (0.063 sec/step)
INFO:tensorflow:global step 1786: loss = 16.8352 (0.063 sec/step)
INFO:tensorflow:global step 1787: loss = 10.7321 (0.061 sec/step)
INFO:tensorflow:global step 1787: loss = 10.7321 (0.061 sec/step)
INFO:tensorflow:global step 1788: loss = 9.0311 (0.059 sec/step)
INFO:tensorflow:global step 1788: loss = 9.0311 (0.059 sec/step)
INFO:tensorflow:global step 1789: loss = 11.6730 (0.056 sec/step)
INFO:tensorflow:global step 1789: loss = 11.6730 (0.056 sec/step)
INFO:tensorflow:global step 1790: loss = 17.4053 (0.069 sec/step)
INFO:tensorflow:global step 1790: loss = 17.4053 (0.069 sec/step)
INFO:tensorflow:global step 1791: loss = 9.7597 (0.060 sec/step)
INFO:tensorflow:global step 1791: loss = 9.7597 (0.060 sec/step)
INFO:tensorflow:global step 1792: loss = 11.2356 (0.054 sec/step)
INFO:tensorflow:global step 1792: loss = 11.2356 (0.054 sec/step)
INFO:tensorflow:global step 1793: loss = 12.7627 (0.051 sec/step)
INFO:tensorflow:global step 1793: loss = 12.7627 (0.051 sec/step)
INFO:tensorflow:global step 1794: loss = 11.4279 (0.060 sec/step)
INFO:tensorflow:global step 1794: loss = 11.4279 (0.060 sec/step)
INFO:tensorflow:global step 1795: loss = 10.9127 (0.058 sec/step)
INFO:tensorflow:global step 1795: loss = 10.9127 (0.058 sec/step)
INFO:tensorflow:global step 1796: loss = 10.7660 (0.057 sec/step)
INFO:tensorflow:global step 1796: loss = 10.7660 (0.057 sec/step)
INFO:tensorflow:global step 1797: loss = 7.8330 (0.056 sec/step)
INFO:tensorflow:global step 1797: loss = 7.8330 (0.056 sec/step)
INFO:tensorflow:global step 1798: loss = 11.9203 (0.064 sec/step)
INFO:tensorflow:global step 1798: loss = 11.9203 (0.064 sec/step)
INFO:tensorflow:global step 1799: loss = 17.1102 (0.058 sec/step)
INFO:tensorflow:global step 1799: loss = 17.1102 (0.058 sec/step)
INFO:tensorflow:global step 1800: loss = 7.9674 (0.057 sec/step)
INFO:tensorflow:global step 1800: loss = 7.9674 (0.057 sec/step)
INFO:tensorflow:global step 1801: loss = 9.9579 (0.062 sec/step)
INFO:tensorflow:global step 1801: loss = 9.9579 (0.062 sec/step)
INFO:tensorflow:global step 1802: loss = 9.4997 (0.059 sec/step)
INFO:tensorflow:global step 1802: loss = 9.4997 (0.059 sec/step)
INFO:tensorflow:global step 1803: loss = 11.8946 (0.057 sec/step)
INFO:tensorflow:global step 1803: loss = 11.8946 (0.057 sec/step)
INFO:tensorflow:global step 1804: loss = 13.7258 (0.063 sec/step)
INFO:tensorflow:global step 1804: loss = 13.7258 (0.063 sec/step)
INFO:tensorflow:global step 1805: loss = 7.9161 (0.059 sec/step)
INFO:tensorflow:global step 1805: loss = 7.9161 (0.059 sec/step)
INFO:tensorflow:global step 1806: loss = 20.4201 (0.065 sec/step)
INFO:tensorflow:global step 1806: loss = 20.4201 (0.065 sec/step)
INFO:tensorflow:global step 1807: loss = 14.0414 (0.063 sec/step)
INFO:tensorflow:global step 1807: loss = 14.0414 (0.063 sec/step)
INFO:tensorflow:global step 1808: loss = 13.8820 (0.062 sec/step)
INFO:tensorflow:global step 1808: loss = 13.8820 (0.062 sec/step)
INFO:tensorflow:global step 1809: loss = 9.5132 (0.075 sec/step)
INFO:tensorflow:global step 1809: loss = 9.5132 (0.075 sec/step)
INFO:tensorflow:global step 1810: loss = 11.3774 (0.072 sec/step)
INFO:tensorflow:global step 1810: loss = 11.3774 (0.072 sec/step)
INFO:tensorflow:global step 1811: loss = 14.2326 (0.055 sec/step)
INFO:tensorflow:global step 1811: loss = 14.2326 (0.055 sec/step)
INFO:tensorflow:global step 1812: loss = 10.9445 (0.059 sec/step)
INFO:tensorflow:global step 1812: loss = 10.9445 (0.059 sec/step)
INFO:tensorflow:global step 1813: loss = 13.7737 (0.064 sec/step)
INFO:tensorflow:global step 1813: loss = 13.7737 (0.064 sec/step)
INFO:tensorflow:global step 1814: loss = 12.1826 (0.059 sec/step)
INFO:tensorflow:global step 1814: loss = 12.1826 (0.059 sec/step)
INFO:tensorflow:global step 1815: loss = 13.5953 (0.058 sec/step)
INFO:tensorflow:global step 1815: loss = 13.5953 (0.058 sec/step)
INFO:tensorflow:global step 1816: loss = 10.6307 (0.060 sec/step)
INFO:tensorflow:global step 1816: loss = 10.6307 (0.060 sec/step)
INFO:tensorflow:global step 1817: loss = 14.5776 (0.056 sec/step)
INFO:tensorflow:global step 1817: loss = 14.5776 (0.056 sec/step)
INFO:tensorflow:global step 1818: loss = 11.2581 (0.057 sec/step)
INFO:tensorflow:global step 1818: loss = 11.2581 (0.057 sec/step)
INFO:tensorflow:global step 1819: loss = 12.4015 (0.056 sec/step)
INFO:tensorflow:global step 1819: loss = 12.4015 (0.056 sec/step)
INFO:tensorflow:global step 1820: loss = 11.2572 (0.060 sec/step)
INFO:tensorflow:global step 1820: loss = 11.2572 (0.060 sec/step)
INFO:tensorflow:global step 1821: loss = 16.9293 (0.059 sec/step)
INFO:tensorflow:global step 1821: loss = 16.9293 (0.059 sec/step)
INFO:tensorflow:global step 1822: loss = 12.9233 (0.056 sec/step)
INFO:tensorflow:global step 1822: loss = 12.9233 (0.056 sec/step)
INFO:tensorflow:global step 1823: loss = 10.5701 (0.057 sec/step)
INFO:tensorflow:global step 1823: loss = 10.5701 (0.057 sec/step)
INFO:tensorflow:global step 1824: loss = 9.3701 (0.055 sec/step)
INFO:tensorflow:global step 1824: loss = 9.3701 (0.055 sec/step)
INFO:tensorflow:global step 1825: loss = 15.2642 (0.054 sec/step)
INFO:tensorflow:global step 1825: loss = 15.2642 (0.054 sec/step)
INFO:tensorflow:global step 1826: loss = 13.3403 (0.059 sec/step)
INFO:tensorflow:global step 1826: loss = 13.3403 (0.059 sec/step)
INFO:tensorflow:global step 1827: loss = 12.7953 (0.060 sec/step)
INFO:tensorflow:global step 1827: loss = 12.7953 (0.060 sec/step)
INFO:tensorflow:global step 1828: loss = 15.0479 (0.058 sec/step)
INFO:tensorflow:global step 1828: loss = 15.0479 (0.058 sec/step)
INFO:tensorflow:global step 1829: loss = 8.6305 (0.060 sec/step)
INFO:tensorflow:global step 1829: loss = 8.6305 (0.060 sec/step)
INFO:tensorflow:global step 1830: loss = 11.2843 (0.063 sec/step)
INFO:tensorflow:global step 1830: loss = 11.2843 (0.063 sec/step)
INFO:tensorflow:global step 1831: loss = 10.1889 (0.063 sec/step)
INFO:tensorflow:global step 1831: loss = 10.1889 (0.063 sec/step)
INFO:tensorflow:global step 1832: loss = 12.9115 (0.059 sec/step)
INFO:tensorflow:global step 1832: loss = 12.9115 (0.059 sec/step)
INFO:tensorflow:global step 1833: loss = 11.4113 (0.063 sec/step)
INFO:tensorflow:global step 1833: loss = 11.4113 (0.063 sec/step)
INFO:tensorflow:global step 1834: loss = 13.6494 (0.059 sec/step)
INFO:tensorflow:global step 1834: loss = 13.6494 (0.059 sec/step)
INFO:tensorflow:global step 1835: loss = 8.0969 (0.057 sec/step)
INFO:tensorflow:global step 1835: loss = 8.0969 (0.057 sec/step)
INFO:tensorflow:global step 1836: loss = 18.6011 (0.057 sec/step)
INFO:tensorflow:global step 1836: loss = 18.6011 (0.057 sec/step)
INFO:tensorflow:global step 1837: loss = 12.5635 (0.057 sec/step)
INFO:tensorflow:global step 1837: loss = 12.5635 (0.057 sec/step)
INFO:tensorflow:global step 1838: loss = 13.7556 (0.052 sec/step)
INFO:tensorflow:global step 1838: loss = 13.7556 (0.052 sec/step)
INFO:tensorflow:global step 1839: loss = 13.8022 (0.067 sec/step)
INFO:tensorflow:global step 1839: loss = 13.8022 (0.067 sec/step)
INFO:tensorflow:global step 1840: loss = 12.2357 (0.054 sec/step)
INFO:tensorflow:global step 1840: loss = 12.2357 (0.054 sec/step)
INFO:tensorflow:global step 1841: loss = 9.8075 (0.061 sec/step)
INFO:tensorflow:global step 1841: loss = 9.8075 (0.061 sec/step)
INFO:tensorflow:global step 1842: loss = 15.4841 (0.056 sec/step)
INFO:tensorflow:global step 1842: loss = 15.4841 (0.056 sec/step)
INFO:tensorflow:global step 1843: loss = 17.9663 (0.053 sec/step)
INFO:tensorflow:global step 1843: loss = 17.9663 (0.053 sec/step)
INFO:tensorflow:global step 1844: loss = 12.9319 (0.059 sec/step)
INFO:tensorflow:global step 1844: loss = 12.9319 (0.059 sec/step)
INFO:tensorflow:global step 1845: loss = 14.4513 (0.060 sec/step)
INFO:tensorflow:global step 1845: loss = 14.4513 (0.060 sec/step)
INFO:tensorflow:global step 1846: loss = 9.8885 (0.064 sec/step)
INFO:tensorflow:global step 1846: loss = 9.8885 (0.064 sec/step)
INFO:tensorflow:global step 1847: loss = 11.9618 (0.067 sec/step)
INFO:tensorflow:global step 1847: loss = 11.9618 (0.067 sec/step)
INFO:tensorflow:global step 1848: loss = 9.0658 (0.057 sec/step)
INFO:tensorflow:global step 1848: loss = 9.0658 (0.057 sec/step)
INFO:tensorflow:global step 1849: loss = 11.9330 (0.060 sec/step)
INFO:tensorflow:global step 1849: loss = 11.9330 (0.060 sec/step)
INFO:tensorflow:global step 1850: loss = 15.1787 (0.060 sec/step)
INFO:tensorflow:global step 1850: loss = 15.1787 (0.060 sec/step)
INFO:tensorflow:global step 1851: loss = 9.1006 (0.055 sec/step)
INFO:tensorflow:global step 1851: loss = 9.1006 (0.055 sec/step)
INFO:tensorflow:global step 1852: loss = 7.8141 (0.063 sec/step)
INFO:tensorflow:global step 1852: loss = 7.8141 (0.063 sec/step)
INFO:tensorflow:global step 1853: loss = 11.3979 (0.059 sec/step)
INFO:tensorflow:global step 1853: loss = 11.3979 (0.059 sec/step)
INFO:tensorflow:global step 1854: loss = 18.8654 (0.058 sec/step)
INFO:tensorflow:global step 1854: loss = 18.8654 (0.058 sec/step)
INFO:tensorflow:global step 1855: loss = 7.5457 (0.060 sec/step)
INFO:tensorflow:global step 1855: loss = 7.5457 (0.060 sec/step)
INFO:tensorflow:global step 1856: loss = 14.0878 (0.062 sec/step)
INFO:tensorflow:global step 1856: loss = 14.0878 (0.062 sec/step)
INFO:tensorflow:global step 1857: loss = 9.6812 (0.060 sec/step)
INFO:tensorflow:global step 1857: loss = 9.6812 (0.060 sec/step)
INFO:tensorflow:global step 1858: loss = 11.0465 (0.057 sec/step)
INFO:tensorflow:global step 1858: loss = 11.0465 (0.057 sec/step)
INFO:tensorflow:global step 1859: loss = 8.0715 (0.055 sec/step)
INFO:tensorflow:global step 1859: loss = 8.0715 (0.055 sec/step)
INFO:tensorflow:global step 1860: loss = 13.0887 (0.071 sec/step)
INFO:tensorflow:global step 1860: loss = 13.0887 (0.071 sec/step)
INFO:tensorflow:global step 1861: loss = 12.5061 (0.061 sec/step)
INFO:tensorflow:global step 1861: loss = 12.5061 (0.061 sec/step)
INFO:tensorflow:global step 1862: loss = 11.7987 (0.063 sec/step)
INFO:tensorflow:global step 1862: loss = 11.7987 (0.063 sec/step)
INFO:tensorflow:global step 1863: loss = 13.0123 (0.058 sec/step)
INFO:tensorflow:global step 1863: loss = 13.0123 (0.058 sec/step)
INFO:tensorflow:global step 1864: loss = 10.8238 (0.067 sec/step)
INFO:tensorflow:global step 1864: loss = 10.8238 (0.067 sec/step)
INFO:tensorflow:global step 1865: loss = 16.9407 (0.058 sec/step)
INFO:tensorflow:global step 1865: loss = 16.9407 (0.058 sec/step)
INFO:tensorflow:global step 1866: loss = 13.3796 (0.063 sec/step)
INFO:tensorflow:global step 1866: loss = 13.3796 (0.063 sec/step)
INFO:tensorflow:global step 1867: loss = 9.8300 (0.063 sec/step)
INFO:tensorflow:global step 1867: loss = 9.8300 (0.063 sec/step)
INFO:tensorflow:global step 1868: loss = 11.1827 (0.057 sec/step)
INFO:tensorflow:global step 1868: loss = 11.1827 (0.057 sec/step)
INFO:tensorflow:global step 1869: loss = 9.1021 (0.054 sec/step)
INFO:tensorflow:global step 1869: loss = 9.1021 (0.054 sec/step)
INFO:tensorflow:global step 1870: loss = 13.5127 (0.058 sec/step)
INFO:tensorflow:global step 1870: loss = 13.5127 (0.058 sec/step)
INFO:tensorflow:global step 1871: loss = 15.1287 (0.055 sec/step)
INFO:tensorflow:global step 1871: loss = 15.1287 (0.055 sec/step)
INFO:tensorflow:global step 1872: loss = 10.8924 (0.058 sec/step)
INFO:tensorflow:global step 1872: loss = 10.8924 (0.058 sec/step)
INFO:tensorflow:global step 1873: loss = 14.3213 (0.058 sec/step)
INFO:tensorflow:global step 1873: loss = 14.3213 (0.058 sec/step)
INFO:tensorflow:global step 1874: loss = 14.3819 (0.059 sec/step)
INFO:tensorflow:global step 1874: loss = 14.3819 (0.059 sec/step)
INFO:tensorflow:global step 1875: loss = 15.2343 (0.055 sec/step)
INFO:tensorflow:global step 1875: loss = 15.2343 (0.055 sec/step)
INFO:tensorflow:global step 1876: loss = 12.2783 (0.058 sec/step)
INFO:tensorflow:global step 1876: loss = 12.2783 (0.058 sec/step)
INFO:tensorflow:global step 1877: loss = 10.5021 (0.055 sec/step)
INFO:tensorflow:global step 1877: loss = 10.5021 (0.055 sec/step)
INFO:tensorflow:global step 1878: loss = 15.4502 (0.056 sec/step)
INFO:tensorflow:global step 1878: loss = 15.4502 (0.056 sec/step)
INFO:tensorflow:global step 1879: loss = 13.7731 (0.068 sec/step)
INFO:tensorflow:global step 1879: loss = 13.7731 (0.068 sec/step)
INFO:tensorflow:global step 1880: loss = 17.2135 (0.064 sec/step)
INFO:tensorflow:global step 1880: loss = 17.2135 (0.064 sec/step)
INFO:tensorflow:global step 1881: loss = 11.5016 (0.058 sec/step)
INFO:tensorflow:global step 1881: loss = 11.5016 (0.058 sec/step)
INFO:tensorflow:global step 1882: loss = 15.1230 (0.067 sec/step)
INFO:tensorflow:global step 1882: loss = 15.1230 (0.067 sec/step)
INFO:tensorflow:global step 1883: loss = 10.7117 (0.062 sec/step)
INFO:tensorflow:global step 1883: loss = 10.7117 (0.062 sec/step)
INFO:tensorflow:global step 1884: loss = 8.0623 (0.068 sec/step)
INFO:tensorflow:global step 1884: loss = 8.0623 (0.068 sec/step)
INFO:tensorflow:global step 1885: loss = 9.0058 (0.059 sec/step)
INFO:tensorflow:global step 1885: loss = 9.0058 (0.059 sec/step)
INFO:tensorflow:global step 1886: loss = 8.5350 (0.058 sec/step)
INFO:tensorflow:global step 1886: loss = 8.5350 (0.058 sec/step)
INFO:tensorflow:global step 1887: loss = 13.4262 (0.057 sec/step)
INFO:tensorflow:global step 1887: loss = 13.4262 (0.057 sec/step)
INFO:tensorflow:global step 1888: loss = 15.2764 (0.054 sec/step)
INFO:tensorflow:global step 1888: loss = 15.2764 (0.054 sec/step)
INFO:tensorflow:global step 1889: loss = 13.3637 (0.056 sec/step)
INFO:tensorflow:global step 1889: loss = 13.3637 (0.056 sec/step)
INFO:tensorflow:global step 1890: loss = 8.1425 (0.060 sec/step)
INFO:tensorflow:global step 1890: loss = 8.1425 (0.060 sec/step)
INFO:tensorflow:global step 1891: loss = 21.2288 (0.057 sec/step)
INFO:tensorflow:global step 1891: loss = 21.2288 (0.057 sec/step)
INFO:tensorflow:global step 1892: loss = 11.1714 (0.055 sec/step)
INFO:tensorflow:global step 1892: loss = 11.1714 (0.055 sec/step)
INFO:tensorflow:global step 1893: loss = 16.5431 (0.056 sec/step)
INFO:tensorflow:global step 1893: loss = 16.5431 (0.056 sec/step)
INFO:tensorflow:global step 1894: loss = 16.8814 (0.059 sec/step)
INFO:tensorflow:global step 1894: loss = 16.8814 (0.059 sec/step)
2017-11-10 10:12:11.091486: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1

chihyuwang on 10 Nov 2017

INFO:tensorflow:global step 1893: loss = 16.5431 (0.056 sec/step)
INFO:tensorflow:global step 1894: loss = 16.8814 (0.059 sec/step)
INFO:tensorflow:global step 1894: loss = 16.8814 (0.059 sec/step)
2017-11-10 10:12:11.091486: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.091486: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.091599: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.091626: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.091650: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.091682: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.091948: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092042: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092233: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092304: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092361: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092318: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092409: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092431: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092527: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092559: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092605: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092658: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092729: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092761: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092772: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092911: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092992: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.093069: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.093101: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.093137: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.093177: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.093181: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092863: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092969: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.093321: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.093330: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.093366: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.093387: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.093504: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092789: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.093513: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.099833: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092299: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 10:12:11.092989: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
INFO:tensorflow:global step 1895: loss = 11.0324 (0.082 sec/step)
INFO:tensorflow:global step 1895: loss = 11.0324 (0.082 sec/step)
INFO:tensorflow:Error reported to Coordinator: , Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/read/_221 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_964_FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/read", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

Caused by op u'FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1', defined at:
File "object_detection/train.py", line 165, in
tf.app.run()
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 48, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "object_detection/train.py", line 161, in main
worker_job_name, is_chief, FLAGS.train_dir)
File "/autohome/user/chihyu/tensorflow/models/research/object_detection/trainer.py", line 295, in train
global_summaries.add(tf.summary.histogram(model_var.op.name, model_var))
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/summary/summary.py", line 192, in histogram
tag=tag, values=values, name=scope)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/ops/gen_logging_ops.py", line 188, in _histogram_summary
"HistogramSummary", tag=tag, values=values, name=name)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 2956, in create_op
op_def=op_def)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 1470, in __init__
self._traceback = self._graph._extract_stack() # pylint: disable=protected-access

InvalidArgumentError (see above for traceback): Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/read/_221 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_964_FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/read", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

INFO:tensorflow:Error reported to Coordinator: , Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/read/_221 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_964_FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/read", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

INFO:tensorflow:global step 1896: loss = 16.3894 (0.064 sec/step)
INFO:tensorflow:global step 1896: loss = 16.3894 (0.064 sec/step)
INFO:tensorflow:Finished training! Saving model to disk.
INFO:tensorflow:Finished training! Saving model to disk.
Traceback (most recent call last):
File "object_detection/train.py", line 165, in
tf.app.run()
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 48, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "object_detection/train.py", line 161, in main
worker_job_name, is_chief, FLAGS.train_dir)
File "/autohome/user/chihyu/tensorflow/models/research/object_detection/trainer.py", line 332, in train
saver=saver)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/contrib/slim/python/slim/learning.py", line 775, in train
sv.stop(threads, close_summary_writer=True)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/supervisor.py", line 792, in stop
stop_grace_period_secs=self._stop_grace_secs)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/coordinator.py", line 389, in join
six.reraise(*self._exc_info_to_raise)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/coordinator.py", line 296, in stop_on_exception
yield
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/coordinator.py", line 494, in run
self.run_loop()
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/supervisor.py", line 994, in run_loop
self._sv.global_step])
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 889, in run
run_metadata_ptr)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1120, in _run
feed_dict_tensor, options, run_metadata)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1317, in _do_run
options, run_metadata)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1336, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.InvalidArgumentError: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/read/_221 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_964_FeatureExtractor/MobilenetV1/Conv2d_8_pointwise/BatchNorm/beta/read", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

Below is my embedded_ssd_mobilenet_v1_pets.config to set up the experiment:

model {
ssd {
num_classes: 37
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: 5
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: 256
width: 256
}
}
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: 'embedded_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 {
anchorwise_output: true
}
}
localization_loss {
weighted_smooth_l1 {
anchorwise_output: true
}
}
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_input_reader: {
tf_record_input_reader {
input_path: "object_detection/data/pet_train.record"
}
label_map_path: "object_detection/data/pet_label_map.pbtxt"
}

eval_config: {
num_examples: 2000
max_evals: 10
}

eval_input_reader: {
tf_record_input_reader {
input_path: "object_detection/data/pet_val.record"
}
label_map_path: "object_detection/data/pet_label_map.pbtxt"
shuffle: false
num_readers: 1
}

System information

What is the top-level directory of the model you are using: object_detection
Have I written custom code (as opposed to using a stock example script provided in TensorFlow): No
OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 16.04
TensorFlow version (use command below):'1.3.0'
Bazel version (if compiling from source):
CUDA/cuDNN version: CUDA 8.0, CUDNN 6.0
GPU model and memory: name: Tesla P100-PCIE-16GB
major: 6 minor: 0 memoryClockRate (GHz) 1.3285
pciBusID 0000:08:00.0
Total memory: 15.89GiB
Free memory: 15.60GiB

because of " your comment is too long (maximum is 65536 characters)" I posted the results in two part.

chihyuwang on 10 Nov 2017

@chihyuwang
u have two options,
1- change the kernel size in this line from 2 to 3

feature_map_layout = {
    'from_layer': ['Conv2d_11_pointwise', 'Conv2d_13_pointwise', '', '', '' ],
    'layer_depth': [-1, -1, 512, 256, 256],
    'conv_kernel_size': [-1, -1, 3, 3, 2],
}

'conv_kernel_size': [-1, -1, 3, 3, 3],

https://github.com/tensorflow/models/blob/08c0b300af982dcca5419ec740133f76fb45ea9d/research/object_detection/models/embedded_ssd_mobilenet_v1_feature_extractor.py#L104

2- if u would like to keep the default parameters then you should train from scratch because the checkpoint you r using is for ssd_mobilenet not for embedded_ssd_mobilenet. to do that comment the two lines in embedded_ssd_mobilenet_v1_pets.config:

fine_tune_checkpoint: "object_detection/ssd_mobilenet_v1_coco_11_06_2017/model.ckpt"
from_detection_checkpoint: true

hope that can help

saghiralfasly on 10 Nov 2017

I am getting: 'SsdFeatureExtractor' object has no attribute 'pad_to_multiple'

mpeniak on 10 Nov 2017

Thanks for saghiralfasly's suggestion. :)

first suggestion : change the kernel size in this line from 2 to 3

feature_map_layout = {
'from_layer': ['Conv2d_11_pointwise', 'Conv2d_13_pointwise', '', '', '' ],
'layer_depth': [-1, -1, 512, 256, 256],
'conv_kernel_size': [-1, -1, 3, 3, 3],
}

the nan happened at global step 1942.
Below is the result of the first suggestion:
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:Summary name /clone_loss is illegal; using clone_loss instead.
2017-11-10 21:21:42.508384: I tensorflow/core/platform/cpu_feature_guard.cc:137] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2017-11-10 21:21:45.996938: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1030] Found device 0 with properties:
name: Tesla P100-PCIE-16GB major: 6 minor: 0 memoryClockRate(GHz): 1.3285
pciBusID: 0000:91:00.0
totalMemory: 15.89GiB freeMemory: 15.60GiB
2017-11-10 21:21:45.996981: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1120] Creating TensorFlow device (/device:GPU:0) -> (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:91:00.0, compute capability: 6.0)
INFO:tensorflow:Restoring parameters from object_detection/ssd_mobilenet_v1_coco_11_06_2017/model.ckpt
INFO:tensorflow:Starting Session.
INFO:tensorflow:Saving checkpoint to path object_detection/data_pets/train/model.ckpt
INFO:tensorflow:Starting Queues.
INFO:tensorflow:global_step/sec: 0
INFO:tensorflow:Recording summary at step 0.
INFO:tensorflow:global step 1: loss = 193.0043 (5.846 sec/step)
INFO:tensorflow:global step 2: loss = 183.9170 (0.054 sec/step)
INFO:tensorflow:global step 3: loss = 154.6221 (0.062 sec/step)
INFO:tensorflow:global step 4: loss = 147.9873 (0.057 sec/step)
INFO:tensorflow:global step 5: loss = 137.2030 (0.058 sec/step)
INFO:tensorflow:global step 6: loss = 127.1035 (0.056 sec/step)
INFO:tensorflow:global step 7: loss = 110.2079 (0.058 sec/step)
INFO:tensorflow:global step 8: loss = 113.9698 (0.055 sec/step)
INFO:tensorflow:global step 9: loss = 115.9000 (0.058 sec/step)
INFO:tensorflow:global step 10: loss = 109.5220 (0.055 sec/step)
INFO:tensorflow:global step 11: loss = 91.3966 (0.055 sec/step)
INFO:tensorflow:global step 12: loss = 83.5834 (0.052 sec/step)
INFO:tensorflow:global step 13: loss = 74.5783 (0.054 sec/step)
INFO:tensorflow:global step 14: loss = 63.5916 (0.055 sec/step)
INFO:tensorflow:global step 15: loss = 53.9897 (0.054 sec/step)
INFO:tensorflow:global step 16: loss = 46.8429 (0.061 sec/step)
INFO:tensorflow:global step 17: loss = 54.5707 (0.056 sec/step)
INFO:tensorflow:global step 18: loss = 57.5649 (0.052 sec/step)
INFO:tensorflow:global step 19: loss = 59.5989 (0.056 sec/step)
INFO:tensorflow:global step 20: loss = 34.2858 (0.057 sec/step)
INFO:tensorflow:global step 21: loss = 37.8376 (0.056 sec/step)
INFO:tensorflow:global step 22: loss = 29.0579 (0.055 sec/step)
INFO:tensorflow:global step 23: loss = 38.5527 (0.057 sec/step)
INFO:tensorflow:global step 24: loss = 34.1552 (0.056 sec/step)
INFO:tensorflow:global step 25: loss = 22.5784 (0.053 sec/step)
INFO:tensorflow:global step 26: loss = 12.5890 (0.057 sec/step)
INFO:tensorflow:global step 27: loss = 19.9556 (0.052 sec/step)
INFO:tensorflow:global step 28: loss = 24.8282 (0.054 sec/step)
INFO:tensorflow:global step 29: loss = 15.9761 (0.058 sec/step)
INFO:tensorflow:global step 30: loss = 15.9097 (0.059 sec/step)
INFO:tensorflow:global step 31: loss = 16.5601 (0.054 sec/step)
INFO:tensorflow:global step 32: loss = 14.5840 (0.057 sec/step)
INFO:tensorflow:global step 33: loss = 17.5727 (0.057 sec/step)
INFO:tensorflow:global step 34: loss = 8.4851 (0.053 sec/step)
INFO:tensorflow:global step 35: loss = 16.8284 (0.055 sec/step)
INFO:tensorflow:global step 36: loss = 14.3355 (0.057 sec/step)
INFO:tensorflow:global step 37: loss = 16.3155 (0.057 sec/step)
INFO:tensorflow:global step 38: loss = 17.5773 (0.052 sec/step)
INFO:tensorflow:global step 39: loss = 18.5270 (0.059 sec/step)
INFO:tensorflow:global step 40: loss = 16.9811 (0.057 sec/step)
INFO:tensorflow:global step 41: loss = 15.1279 (0.055 sec/step)
INFO:tensorflow:global step 42: loss = 10.1171 (0.052 sec/step)
INFO:tensorflow:global step 43: loss = 15.1475 (0.059 sec/step)
INFO:tensorflow:global step 44: loss = 19.7972 (0.057 sec/step)
INFO:tensorflow:global step 45: loss = 21.6845 (0.055 sec/step)
INFO:tensorflow:global step 46: loss = 20.3217 (0.053 sec/step)
INFO:tensorflow:global step 47: loss = 10.1047 (0.057 sec/step)
INFO:tensorflow:global step 48: loss = 9.1730 (0.057 sec/step)
INFO:tensorflow:global step 49: loss = 13.0054 (0.056 sec/step)
INFO:tensorflow:global step 50: loss = 16.6830 (0.059 sec/step)
INFO:tensorflow:global step 51: loss = 11.0952 (0.055 sec/step)
INFO:tensorflow:global step 52: loss = 9.2940 (0.056 sec/step)
INFO:tensorflow:global step 53: loss = 13.1231 (0.055 sec/step)
INFO:tensorflow:global step 54: loss = 16.8732 (0.052 sec/step)
INFO:tensorflow:global step 55: loss = 17.4075 (0.054 sec/step)
INFO:tensorflow:global step 56: loss = 8.3485 (0.059 sec/step)
INFO:tensorflow:global step 57: loss = 12.3095 (0.055 sec/step)
INFO:tensorflow:global step 58: loss = 19.2174 (0.054 sec/step)
INFO:tensorflow:global step 59: loss = 12.2092 (0.054 sec/step)
INFO:tensorflow:global step 60: loss = 13.3629 (0.056 sec/step)
INFO:tensorflow:global step 61: loss = 11.2156 (0.055 sec/step)
INFO:tensorflow:global step 62: loss = 9.4982 (0.059 sec/step)
INFO:tensorflow:global step 63: loss = 11.3668 (0.053 sec/step)
INFO:tensorflow:global step 64: loss = 6.8680 (0.054 sec/step)
INFO:tensorflow:global step 65: loss = 10.1805 (0.055 sec/step)
INFO:tensorflow:global step 66: loss = 9.9150 (0.058 sec/step)
INFO:tensorflow:global step 67: loss = 17.0367 (0.055 sec/step)
INFO:tensorflow:global step 68: loss = 15.6773 (0.055 sec/step)
INFO:tensorflow:global step 69: loss = 10.5471 (0.056 sec/step)
INFO:tensorflow:global step 70: loss = 9.5027 (0.053 sec/step)
INFO:tensorflow:global step 71: loss = 14.6552 (0.057 sec/step)
INFO:tensorflow:global step 72: loss = 11.1393 (0.058 sec/step)
INFO:tensorflow:global step 73: loss = 11.6226 (0.054 sec/step)
INFO:tensorflow:global step 74: loss = 7.3296 (0.056 sec/step)
INFO:tensorflow:global step 75: loss = 8.2598 (0.054 sec/step)
INFO:tensorflow:global step 76: loss = 6.5640 (0.055 sec/step)
INFO:tensorflow:global step 77: loss = 9.6428 (0.056 sec/step)
INFO:tensorflow:global step 78: loss = 11.2169 (0.055 sec/step)
INFO:tensorflow:global step 79: loss = 12.5877 (0.063 sec/step)
INFO:tensorflow:global step 80: loss = 10.1147 (0.086 sec/step)
INFO:tensorflow:global step 81: loss = 12.3203 (0.055 sec/step)
INFO:tensorflow:global step 82: loss = 8.7440 (0.055 sec/step)
INFO:tensorflow:global step 83: loss = 8.5125 (0.053 sec/step)
INFO:tensorflow:global step 84: loss = 9.1151 (0.059 sec/step)
INFO:tensorflow:global step 85: loss = 9.7744 (0.057 sec/step)
INFO:tensorflow:global step 86: loss = 6.7601 (0.052 sec/step)
INFO:tensorflow:global step 87: loss = 12.0036 (0.052 sec/step)
INFO:tensorflow:global step 88: loss = 5.3631 (0.061 sec/step)
INFO:tensorflow:global step 89: loss = 0.4530 (0.063 sec/step)
INFO:tensorflow:global step 90: loss = 16.0629 (0.057 sec/step)
INFO:tensorflow:global step 91: loss = 8.6632 (0.058 sec/step)
INFO:tensorflow:global step 92: loss = 5.3670 (0.067 sec/step)
INFO:tensorflow:global step 93: loss = 13.7506 (0.061 sec/step)
INFO:tensorflow:global step 94: loss = 8.7065 (0.065 sec/step)
INFO:tensorflow:global step 95: loss = 9.4958 (0.063 sec/step)
INFO:tensorflow:global step 96: loss = 5.0517 (0.057 sec/step)
INFO:tensorflow:global step 97: loss = 11.6971 (0.061 sec/step)
INFO:tensorflow:global step 98: loss = 14.2480 (0.062 sec/step)
INFO:tensorflow:global step 99: loss = 11.6762 (0.059 sec/step)
INFO:tensorflow:global step 100: loss = 14.8129 (0.056 sec/step)
INFO:tensorflow:global step 101: loss = 8.3830 (0.053 sec/step)
INFO:tensorflow:global step 102: loss = 12.1392 (0.055 sec/step)
INFO:tensorflow:global step 103: loss = 7.8468 (0.060 sec/step)
INFO:tensorflow:global step 104: loss = 11.3177 (0.058 sec/step)
INFO:tensorflow:global step 105: loss = 8.6727 (0.058 sec/step)
INFO:tensorflow:global step 106: loss = 8.0658 (0.059 sec/step)
INFO:tensorflow:global step 107: loss = 10.4935 (0.055 sec/step)
INFO:tensorflow:global step 108: loss = 26.4410 (0.060 sec/step)
INFO:tensorflow:global step 109: loss = 5.3391 (0.059 sec/step)
INFO:tensorflow:global step 110: loss = 8.8712 (0.063 sec/step)
INFO:tensorflow:global step 111: loss = 7.4580 (0.059 sec/step)
INFO:tensorflow:global step 112: loss = 6.7279 (0.058 sec/step)
INFO:tensorflow:global step 113: loss = 7.2933 (0.055 sec/step)
INFO:tensorflow:global step 114: loss = 5.2034 (0.057 sec/step)
INFO:tensorflow:global step 115: loss = 11.4849 (0.055 sec/step)
INFO:tensorflow:global step 116: loss = 11.7300 (0.062 sec/step)
INFO:tensorflow:global step 117: loss = 10.5385 (0.056 sec/step)
INFO:tensorflow:global step 118: loss = 14.1376 (0.055 sec/step)
INFO:tensorflow:global step 119: loss = 10.1014 (0.056 sec/step)
INFO:tensorflow:global step 120: loss = 9.0942 (0.056 sec/step)
INFO:tensorflow:global step 121: loss = 11.1722 (0.055 sec/step)
INFO:tensorflow:global step 122: loss = 7.8259 (0.057 sec/step)
INFO:tensorflow:global step 123: loss = 15.8419 (0.060 sec/step)
INFO:tensorflow:global step 124: loss = 12.0910 (0.057 sec/step)
INFO:tensorflow:global step 125: loss = 12.6457 (0.058 sec/step)
INFO:tensorflow:global step 126: loss = 12.9311 (0.056 sec/step)
INFO:tensorflow:global step 127: loss = 7.4481 (0.060 sec/step)
INFO:tensorflow:global step 128: loss = 13.6529 (0.053 sec/step)
INFO:tensorflow:global step 129: loss = 11.5798 (0.058 sec/step)
INFO:tensorflow:global step 130: loss = 8.2071 (0.061 sec/step)
INFO:tensorflow:global step 131: loss = 6.2133 (0.056 sec/step)
INFO:tensorflow:global step 132: loss = 0.4532 (0.064 sec/step)
INFO:tensorflow:global step 133: loss = 8.0488 (0.055 sec/step)
INFO:tensorflow:global step 134: loss = 7.9731 (0.059 sec/step)
INFO:tensorflow:global step 135: loss = 11.1523 (0.059 sec/step)
INFO:tensorflow:global step 136: loss = 9.0536 (0.053 sec/step)
INFO:tensorflow:global step 137: loss = 9.4451 (0.059 sec/step)
INFO:tensorflow:global step 138: loss = 9.9599 (0.055 sec/step)
INFO:tensorflow:global step 139: loss = 10.2540 (0.051 sec/step)
INFO:tensorflow:global step 140: loss = 13.3045 (0.053 sec/step)
INFO:tensorflow:global step 141: loss = 12.8719 (0.057 sec/step)
INFO:tensorflow:global step 142: loss = 8.8569 (0.062 sec/step)
INFO:tensorflow:global step 143: loss = 10.9799 (0.055 sec/step)
INFO:tensorflow:global step 144: loss = 12.3917 (0.060 sec/step)
INFO:tensorflow:global step 145: loss = 11.3740 (0.061 sec/step)
INFO:tensorflow:global step 146: loss = 9.4368 (0.056 sec/step)
INFO:tensorflow:global step 147: loss = 15.0836 (0.059 sec/step)
INFO:tensorflow:global step 148: loss = 7.6065 (0.060 sec/step)
INFO:tensorflow:global step 149: loss = 8.7665 (0.057 sec/step)
INFO:tensorflow:global step 150: loss = 9.0908 (0.056 sec/step)
INFO:tensorflow:global step 151: loss = 14.7347 (0.058 sec/step)
INFO:tensorflow:global step 152: loss = 9.3778 (0.057 sec/step)
INFO:tensorflow:global step 153: loss = 7.6180 (0.055 sec/step)
INFO:tensorflow:global step 154: loss = 4.2271 (0.056 sec/step)
INFO:tensorflow:global step 155: loss = 16.0063 (0.056 sec/step)
INFO:tensorflow:global step 156: loss = 12.1495 (0.055 sec/step)
INFO:tensorflow:global step 157: loss = 16.9829 (0.057 sec/step)
INFO:tensorflow:global step 158: loss = 12.2632 (0.058 sec/step)
INFO:tensorflow:global step 159: loss = 7.2820 (0.059 sec/step)
INFO:tensorflow:global step 160: loss = 16.8608 (0.060 sec/step)
INFO:tensorflow:global step 161: loss = 8.5885 (0.060 sec/step)
INFO:tensorflow:global step 162: loss = 8.0848 (0.052 sec/step)
INFO:tensorflow:global step 163: loss = 14.4238 (0.056 sec/step)
INFO:tensorflow:global step 164: loss = 13.4488 (0.056 sec/step)
INFO:tensorflow:global step 165: loss = 11.5611 (0.055 sec/step)
INFO:tensorflow:global step 166: loss = 7.3414 (0.053 sec/step)
INFO:tensorflow:global step 167: loss = 21.0483 (0.058 sec/step)
INFO:tensorflow:global step 168: loss = 10.4289 (0.059 sec/step)
INFO:tensorflow:global step 169: loss = 14.7855 (0.054 sec/step)
INFO:tensorflow:global step 170: loss = 13.1165 (0.058 sec/step)
INFO:tensorflow:global step 171: loss = 7.8950 (0.058 sec/step)
INFO:tensorflow:global step 172: loss = 6.5220 (0.059 sec/step)
INFO:tensorflow:global step 173: loss = 7.5220 (0.054 sec/step)
INFO:tensorflow:global step 174: loss = 7.5773 (0.054 sec/step)
INFO:tensorflow:global step 175: loss = 11.5917 (0.059 sec/step)
INFO:tensorflow:global step 176: loss = 21.8389 (0.061 sec/step)
INFO:tensorflow:global step 177: loss = 17.8046 (0.062 sec/step)
INFO:tensorflow:global step 178: loss = 6.3552 (0.056 sec/step)
INFO:tensorflow:global step 179: loss = 6.6978 (0.057 sec/step)
INFO:tensorflow:global step 180: loss = 7.6200 (0.056 sec/step)
INFO:tensorflow:global step 181: loss = 11.4023 (0.059 sec/step)
INFO:tensorflow:global step 182: loss = 10.2799 (0.056 sec/step)
INFO:tensorflow:global step 183: loss = 8.8232 (0.056 sec/step)
INFO:tensorflow:global step 184: loss = 9.6118 (0.059 sec/step)
INFO:tensorflow:global step 185: loss = 11.3645 (0.056 sec/step)
INFO:tensorflow:global step 186: loss = 3.0416 (0.054 sec/step)
INFO:tensorflow:global step 187: loss = 9.6265 (0.062 sec/step)
INFO:tensorflow:global step 188: loss = 11.4472 (0.062 sec/step)
INFO:tensorflow:global step 189: loss = 12.8463 (0.057 sec/step)
INFO:tensorflow:global step 190: loss = 14.9173 (0.053 sec/step)
INFO:tensorflow:global step 191: loss = 12.7124 (0.057 sec/step)
INFO:tensorflow:global step 192: loss = 9.8588 (0.055 sec/step)
INFO:tensorflow:global step 193: loss = 12.5090 (0.058 sec/step)
INFO:tensorflow:global step 194: loss = 7.1096 (0.058 sec/step)
INFO:tensorflow:global step 195: loss = 9.5189 (0.057 sec/step)
INFO:tensorflow:global step 196: loss = 8.0800 (0.058 sec/step)
INFO:tensorflow:global step 197: loss = 6.8611 (0.054 sec/step)
INFO:tensorflow:global step 198: loss = 15.6571 (0.058 sec/step)
INFO:tensorflow:global step 199: loss = 10.0213 (0.057 sec/step)
INFO:tensorflow:global step 200: loss = 9.9371 (0.055 sec/step)
INFO:tensorflow:global step 201: loss = 11.8040 (0.059 sec/step)
INFO:tensorflow:global step 202: loss = 13.6598 (0.060 sec/step)
INFO:tensorflow:global step 203: loss = 11.2364 (0.058 sec/step)
INFO:tensorflow:global step 204: loss = 10.9216 (0.056 sec/step)
INFO:tensorflow:global step 205: loss = 15.4501 (0.055 sec/step)
INFO:tensorflow:global step 206: loss = 8.4186 (0.062 sec/step)
INFO:tensorflow:global step 207: loss = 10.8173 (0.057 sec/step)
INFO:tensorflow:global step 208: loss = 14.5041 (0.056 sec/step)
INFO:tensorflow:global step 209: loss = 9.9165 (0.057 sec/step)
INFO:tensorflow:global step 210: loss = 12.6954 (0.053 sec/step)
INFO:tensorflow:global step 211: loss = 13.4824 (0.057 sec/step)
INFO:tensorflow:global step 212: loss = 12.9656 (0.058 sec/step)
INFO:tensorflow:global step 213: loss = 16.2437 (0.058 sec/step)
INFO:tensorflow:global step 214: loss = 15.9584 (0.060 sec/step)
INFO:tensorflow:global step 215: loss = 9.0525 (0.060 sec/step)
INFO:tensorflow:global step 216: loss = 9.3142 (0.057 sec/step)
INFO:tensorflow:global step 217: loss = 6.0989 (0.060 sec/step)
INFO:tensorflow:global step 218: loss = 9.1988 (0.058 sec/step)
INFO:tensorflow:global step 219: loss = 5.3718 (0.057 sec/step)
INFO:tensorflow:global step 220: loss = 8.8400 (0.061 sec/step)
INFO:tensorflow:global step 221: loss = 12.1905 (0.059 sec/step)
INFO:tensorflow:global step 222: loss = 16.2035 (0.060 sec/step)
INFO:tensorflow:global step 223: loss = 10.1714 (0.060 sec/step)
INFO:tensorflow:global step 224: loss = 8.0990 (0.058 sec/step)
INFO:tensorflow:global step 225: loss = 9.9210 (0.055 sec/step)
INFO:tensorflow:global step 226: loss = 8.2145 (0.055 sec/step)
INFO:tensorflow:global step 227: loss = 11.7107 (0.064 sec/step)
INFO:tensorflow:global step 228: loss = 11.4963 (0.061 sec/step)
INFO:tensorflow:global step 229: loss = 14.4935 (0.052 sec/step)
INFO:tensorflow:global step 230: loss = 10.2025 (0.059 sec/step)
INFO:tensorflow:global step 231: loss = 20.5567 (0.056 sec/step)
INFO:tensorflow:global step 232: loss = 13.6598 (0.061 sec/step)
INFO:tensorflow:global step 233: loss = 14.5797 (0.055 sec/step)
INFO:tensorflow:global step 234: loss = 15.4332 (0.055 sec/step)
INFO:tensorflow:global step 235: loss = 8.7802 (0.054 sec/step)
INFO:tensorflow:global step 236: loss = 13.0160 (0.055 sec/step)
INFO:tensorflow:global step 237: loss = 10.1773 (0.055 sec/step)
INFO:tensorflow:global step 238: loss = 4.4702 (0.058 sec/step)
INFO:tensorflow:global step 239: loss = 5.9758 (0.056 sec/step)
INFO:tensorflow:global step 240: loss = 8.9989 (0.055 sec/step)
INFO:tensorflow:global step 241: loss = 10.0679 (0.057 sec/step)
INFO:tensorflow:global step 242: loss = 9.7234 (0.055 sec/step)
INFO:tensorflow:global step 243: loss = 8.7585 (0.055 sec/step)
INFO:tensorflow:global step 244: loss = 13.4243 (0.057 sec/step)
INFO:tensorflow:global step 245: loss = 9.3745 (0.056 sec/step)
INFO:tensorflow:global step 246: loss = 11.2837 (0.062 sec/step)
INFO:tensorflow:global step 247: loss = 5.8267 (0.057 sec/step)
INFO:tensorflow:global step 248: loss = 5.6019 (0.055 sec/step)
INFO:tensorflow:global step 249: loss = 10.1590 (0.054 sec/step)
INFO:tensorflow:global step 250: loss = 7.1998 (0.054 sec/step)
INFO:tensorflow:global step 251: loss = 11.3215 (0.059 sec/step)
INFO:tensorflow:global step 252: loss = 8.7809 (0.065 sec/step)
INFO:tensorflow:global step 253: loss = 18.9339 (0.056 sec/step)
INFO:tensorflow:global step 254: loss = 8.5726 (0.055 sec/step)
INFO:tensorflow:global step 255: loss = 9.1722 (0.055 sec/step)
INFO:tensorflow:global step 256: loss = 9.2283 (0.067 sec/step)
INFO:tensorflow:global step 257: loss = 7.2657 (0.061 sec/step)
INFO:tensorflow:global step 258: loss = 13.5787 (0.060 sec/step)
INFO:tensorflow:global step 259: loss = 5.2652 (0.055 sec/step)
INFO:tensorflow:global step 260: loss = 13.5711 (0.055 sec/step)
INFO:tensorflow:global step 261: loss = 9.4297 (0.058 sec/step)
INFO:tensorflow:global step 262: loss = 10.8058 (0.059 sec/step)
INFO:tensorflow:global step 263: loss = 7.6484 (0.065 sec/step)
INFO:tensorflow:global step 264: loss = 12.9629 (0.063 sec/step)
INFO:tensorflow:global step 265: loss = 6.0322 (0.056 sec/step)
INFO:tensorflow:global step 266: loss = 7.5107 (0.053 sec/step)
INFO:tensorflow:global step 267: loss = 12.9093 (0.056 sec/step)
INFO:tensorflow:global step 268: loss = 13.1486 (0.058 sec/step)
INFO:tensorflow:global step 269: loss = 0.4535 (0.052 sec/step)
INFO:tensorflow:global step 270: loss = 10.0317 (0.055 sec/step)
INFO:tensorflow:global step 271: loss = 10.5616 (0.057 sec/step)
INFO:tensorflow:global step 272: loss = 9.2058 (0.052 sec/step)
INFO:tensorflow:global step 273: loss = 10.7485 (0.056 sec/step)
INFO:tensorflow:global step 274: loss = 10.5661 (0.058 sec/step)
INFO:tensorflow:global step 275: loss = 5.4509 (0.055 sec/step)
INFO:tensorflow:global step 276: loss = 8.7579 (0.063 sec/step)
INFO:tensorflow:global step 277: loss = 15.6458 (0.059 sec/step)
INFO:tensorflow:global step 278: loss = 11.2974 (0.060 sec/step)
INFO:tensorflow:global step 279: loss = 9.8303 (0.052 sec/step)
INFO:tensorflow:global step 280: loss = 15.9903 (0.059 sec/step)
INFO:tensorflow:global step 281: loss = 8.1090 (0.054 sec/step)
INFO:tensorflow:global step 282: loss = 19.0548 (0.056 sec/step)
INFO:tensorflow:global step 283: loss = 12.9402 (0.057 sec/step)
INFO:tensorflow:global step 284: loss = 10.7800 (0.057 sec/step)
INFO:tensorflow:global step 285: loss = 8.5767 (0.058 sec/step)
INFO:tensorflow:global step 286: loss = 7.0591 (0.056 sec/step)
INFO:tensorflow:global step 287: loss = 8.5913 (0.056 sec/step)
INFO:tensorflow:global step 288: loss = 12.4306 (0.057 sec/step)
INFO:tensorflow:global step 289: loss = 12.1687 (0.058 sec/step)
INFO:tensorflow:global step 290: loss = 8.7256 (0.057 sec/step)
INFO:tensorflow:global step 291: loss = 9.2287 (0.058 sec/step)
INFO:tensorflow:global step 292: loss = 10.7597 (0.058 sec/step)
INFO:tensorflow:global step 293: loss = 8.9800 (0.057 sec/step)
INFO:tensorflow:global step 294: loss = 15.5362 (0.057 sec/step)
INFO:tensorflow:global step 295: loss = 9.8879 (0.054 sec/step)
INFO:tensorflow:global step 296: loss = 11.5947 (0.059 sec/step)
INFO:tensorflow:global step 297: loss = 11.6843 (0.061 sec/step)
INFO:tensorflow:global step 298: loss = 9.4684 (0.056 sec/step)
INFO:tensorflow:global step 299: loss = 11.9518 (0.059 sec/step)
INFO:tensorflow:global step 300: loss = 11.2664 (0.056 sec/step)
INFO:tensorflow:global step 301: loss = 4.4689 (0.062 sec/step)
INFO:tensorflow:global step 302: loss = 8.9094 (0.058 sec/step)
INFO:tensorflow:global step 303: loss = 5.9681 (0.054 sec/step)
INFO:tensorflow:global step 304: loss = 7.5065 (0.057 sec/step)
INFO:tensorflow:global step 305: loss = 7.7263 (0.060 sec/step)
INFO:tensorflow:global step 306: loss = 8.3064 (0.058 sec/step)
INFO:tensorflow:global step 307: loss = 10.0490 (0.060 sec/step)
INFO:tensorflow:global step 308: loss = 14.2214 (0.065 sec/step)
INFO:tensorflow:global step 309: loss = 11.5300 (0.062 sec/step)
INFO:tensorflow:global step 310: loss = 7.2536 (0.054 sec/step)
INFO:tensorflow:global step 311: loss = 6.5785 (0.055 sec/step)
INFO:tensorflow:global step 312: loss = 9.2929 (0.061 sec/step)
INFO:tensorflow:global step 313: loss = 0.4535 (0.055 sec/step)
INFO:tensorflow:global step 314: loss = 6.3809 (0.056 sec/step)
INFO:tensorflow:global step 315: loss = 7.0220 (0.056 sec/step)
INFO:tensorflow:global step 316: loss = 0.4535 (0.054 sec/step)
INFO:tensorflow:global step 317: loss = 6.7383 (0.063 sec/step)
INFO:tensorflow:global step 318: loss = 12.8282 (0.064 sec/step)
INFO:tensorflow:global step 319: loss = 4.2711 (0.055 sec/step)
INFO:tensorflow:global step 320: loss = 13.5966 (0.059 sec/step)
INFO:tensorflow:global step 321: loss = 12.0413 (0.056 sec/step)
INFO:tensorflow:global step 322: loss = 7.6056 (0.057 sec/step)
INFO:tensorflow:global step 323: loss = 10.0069 (0.056 sec/step)
INFO:tensorflow:global step 324: loss = 7.4437 (0.058 sec/step)
INFO:tensorflow:global step 325: loss = 8.9940 (0.058 sec/step)
INFO:tensorflow:global step 326: loss = 9.9793 (0.058 sec/step)
INFO:tensorflow:global step 327: loss = 3.8242 (0.057 sec/step)
INFO:tensorflow:global step 328: loss = 9.4659 (0.054 sec/step)
INFO:tensorflow:global step 329: loss = 7.3318 (0.053 sec/step)
INFO:tensorflow:global step 330: loss = 8.4781 (0.056 sec/step)
INFO:tensorflow:global step 331: loss = 9.8440 (0.058 sec/step)
INFO:tensorflow:global step 332: loss = 9.5776 (0.058 sec/step)
INFO:tensorflow:global step 333: loss = 15.4878 (0.056 sec/step)
INFO:tensorflow:global step 334: loss = 9.6927 (0.054 sec/step)
INFO:tensorflow:global step 335: loss = 15.5410 (0.054 sec/step)
INFO:tensorflow:global step 336: loss = 8.3696 (0.057 sec/step)
INFO:tensorflow:global step 337: loss = 9.6625 (0.059 sec/step)
INFO:tensorflow:global step 338: loss = 11.8959 (0.060 sec/step)
INFO:tensorflow:global step 339: loss = 11.2750 (0.058 sec/step)
INFO:tensorflow:global step 340: loss = 7.8336 (0.059 sec/step)
INFO:tensorflow:global step 341: loss = 9.3300 (0.056 sec/step)
INFO:tensorflow:global step 342: loss = 10.0126 (0.055 sec/step)
INFO:tensorflow:global step 343: loss = 7.8515 (0.057 sec/step)
INFO:tensorflow:global step 344: loss = 10.6709 (0.062 sec/step)
INFO:tensorflow:global step 345: loss = 6.8728 (0.055 sec/step)
INFO:tensorflow:global step 346: loss = 6.1901 (0.062 sec/step)
INFO:tensorflow:global step 347: loss = 8.3475 (0.054 sec/step)
INFO:tensorflow:global step 348: loss = 10.5206 (0.056 sec/step)
INFO:tensorflow:global step 349: loss = 7.5873 (0.056 sec/step)
INFO:tensorflow:global step 350: loss = 6.5980 (0.058 sec/step)
INFO:tensorflow:global step 351: loss = 6.3762 (0.056 sec/step)
INFO:tensorflow:global step 352: loss = 10.5503 (0.055 sec/step)
INFO:tensorflow:global step 353: loss = 8.2453 (0.053 sec/step)
INFO:tensorflow:global step 354: loss = 10.4274 (0.066 sec/step)
INFO:tensorflow:global step 355: loss = 12.3437 (0.054 sec/step)
INFO:tensorflow:global step 356: loss = 9.1262 (0.056 sec/step)
INFO:tensorflow:global step 357: loss = 9.5574 (0.054 sec/step)
INFO:tensorflow:global step 358: loss = 12.2450 (0.052 sec/step)
INFO:tensorflow:global step 359: loss = 13.6555 (0.059 sec/step)
INFO:tensorflow:global step 360: loss = 10.0797 (0.055 sec/step)
INFO:tensorflow:global step 361: loss = 12.7648 (0.057 sec/step)
INFO:tensorflow:global step 362: loss = 5.7022 (0.059 sec/step)
INFO:tensorflow:global step 363: loss = 8.1665 (0.057 sec/step)
INFO:tensorflow:global step 364: loss = 11.5197 (0.053 sec/step)
INFO:tensorflow:global step 365: loss = 6.0224 (0.057 sec/step)
INFO:tensorflow:global step 366: loss = 7.2144 (0.058 sec/step)
INFO:tensorflow:global step 367: loss = 5.4067 (0.053 sec/step)
INFO:tensorflow:global step 368: loss = 8.4234 (0.053 sec/step)
INFO:tensorflow:global step 369: loss = 8.3570 (0.054 sec/step)
INFO:tensorflow:global step 370: loss = 8.0144 (0.058 sec/step)
INFO:tensorflow:global step 371: loss = 10.7061 (0.053 sec/step)
INFO:tensorflow:global step 372: loss = 9.1873 (0.062 sec/step)
INFO:tensorflow:global step 373: loss = 7.9596 (0.060 sec/step)
INFO:tensorflow:global step 374: loss = 13.0120 (0.059 sec/step)
INFO:tensorflow:global step 375: loss = 18.3817 (0.054 sec/step)
INFO:tensorflow:global step 376: loss = 13.6411 (0.055 sec/step)
INFO:tensorflow:global step 377: loss = 10.9250 (0.054 sec/step)
INFO:tensorflow:global step 378: loss = 13.7859 (0.056 sec/step)
INFO:tensorflow:global step 379: loss = 8.1862 (0.059 sec/step)
INFO:tensorflow:global step 380: loss = 8.1999 (0.068 sec/step)
INFO:tensorflow:global step 381: loss = 15.1311 (0.055 sec/step)
INFO:tensorflow:global step 382: loss = 10.3378 (0.058 sec/step)
INFO:tensorflow:global step 383: loss = 14.8922 (0.055 sec/step)
INFO:tensorflow:global step 384: loss = 10.9651 (0.059 sec/step)
INFO:tensorflow:global step 385: loss = 5.9001 (0.058 sec/step)
INFO:tensorflow:global step 386: loss = 9.2562 (0.056 sec/step)
INFO:tensorflow:global step 387: loss = 9.5047 (0.056 sec/step)
INFO:tensorflow:global step 388: loss = 9.4476 (0.057 sec/step)
INFO:tensorflow:global step 389: loss = 10.9054 (0.064 sec/step)
INFO:tensorflow:global step 390: loss = 8.7038 (0.060 sec/step)
INFO:tensorflow:global step 391: loss = 13.6371 (0.056 sec/step)
INFO:tensorflow:global step 392: loss = 11.2750 (0.057 sec/step)
INFO:tensorflow:global step 393: loss = 13.9399 (0.056 sec/step)
INFO:tensorflow:global step 394: loss = 5.6814 (0.056 sec/step)
INFO:tensorflow:global step 395: loss = 7.5519 (0.062 sec/step)
INFO:tensorflow:global step 396: loss = 4.2108 (0.056 sec/step)
INFO:tensorflow:global step 397: loss = 8.3741 (0.057 sec/step)
INFO:tensorflow:global step 398: loss = 9.9375 (0.055 sec/step)
INFO:tensorflow:global step 399: loss = 9.6196 (0.061 sec/step)
INFO:tensorflow:global step 400: loss = 6.2512 (0.057 sec/step)
INFO:tensorflow:global step 401: loss = 8.6699 (0.060 sec/step)
INFO:tensorflow:global step 402: loss = 7.9341 (0.061 sec/step)
INFO:tensorflow:global step 403: loss = 9.6586 (0.054 sec/step)
INFO:tensorflow:global step 404: loss = 10.0102 (0.054 sec/step)
INFO:tensorflow:global step 405: loss = 4.6922 (0.060 sec/step)
INFO:tensorflow:global step 406: loss = 18.0113 (0.057 sec/step)
INFO:tensorflow:global step 407: loss = 6.8218 (0.058 sec/step)
INFO:tensorflow:global step 408: loss = 7.4504 (0.058 sec/step)
INFO:tensorflow:global step 409: loss = 8.9127 (0.063 sec/step)
INFO:tensorflow:global step 410: loss = 6.3132 (0.060 sec/step)
INFO:tensorflow:global step 411: loss = 15.4665 (0.055 sec/step)
INFO:tensorflow:global step 412: loss = 7.1867 (0.053 sec/step)
INFO:tensorflow:global step 413: loss = 17.7932 (0.055 sec/step)
INFO:tensorflow:global step 414: loss = 9.0984 (0.057 sec/step)
INFO:tensorflow:global step 415: loss = 10.5516 (0.055 sec/step)
INFO:tensorflow:global step 416: loss = 12.3727 (0.062 sec/step)
INFO:tensorflow:global step 417: loss = 5.7644 (0.056 sec/step)
INFO:tensorflow:global step 418: loss = 10.3753 (0.059 sec/step)
INFO:tensorflow:global step 419: loss = 7.1898 (0.057 sec/step)
INFO:tensorflow:global step 420: loss = 8.4770 (0.057 sec/step)
INFO:tensorflow:global step 421: loss = 9.2131 (0.056 sec/step)
INFO:tensorflow:global step 422: loss = 8.0618 (0.053 sec/step)
INFO:tensorflow:global step 423: loss = 13.1176 (0.055 sec/step)
INFO:tensorflow:global step 424: loss = 8.6087 (0.057 sec/step)
INFO:tensorflow:global step 425: loss = 9.5135 (0.054 sec/step)
INFO:tensorflow:global step 426: loss = 8.7748 (0.060 sec/step)
INFO:tensorflow:global step 427: loss = 5.5794 (0.059 sec/step)
INFO:tensorflow:global step 428: loss = 12.4905 (0.058 sec/step)
INFO:tensorflow:global step 429: loss = 8.7384 (0.059 sec/step)
INFO:tensorflow:global step 430: loss = 9.5618 (0.068 sec/step)
INFO:tensorflow:global step 431: loss = 11.6415 (0.061 sec/step)
INFO:tensorflow:global step 432: loss = 7.8492 (0.058 sec/step)
INFO:tensorflow:global step 433: loss = 5.6522 (0.060 sec/step)
INFO:tensorflow:global step 434: loss = 7.2737 (0.054 sec/step)
INFO:tensorflow:global step 435: loss = 8.4609 (0.062 sec/step)
INFO:tensorflow:global step 436: loss = 7.5587 (0.057 sec/step)
INFO:tensorflow:global step 437: loss = 6.0648 (0.062 sec/step)
INFO:tensorflow:global step 438: loss = 9.3288 (0.058 sec/step)
INFO:tensorflow:global step 439: loss = 15.0977 (0.059 sec/step)
INFO:tensorflow:global step 440: loss = 11.3887 (0.057 sec/step)
INFO:tensorflow:global step 441: loss = 9.5261 (0.066 sec/step)
INFO:tensorflow:global step 442: loss = 4.5581 (0.057 sec/step)
INFO:tensorflow:global step 443: loss = 7.8043 (0.059 sec/step)
INFO:tensorflow:global step 444: loss = 11.1272 (0.056 sec/step)
INFO:tensorflow:global step 445: loss = 31.5984 (0.058 sec/step)
INFO:tensorflow:global step 446: loss = 6.8025 (0.061 sec/step)
INFO:tensorflow:global step 447: loss = 4.8379 (0.059 sec/step)
INFO:tensorflow:global step 448: loss = 5.9255 (0.060 sec/step)
INFO:tensorflow:global step 449: loss = 9.9839 (0.058 sec/step)
INFO:tensorflow:global step 450: loss = 6.5711 (0.056 sec/step)
INFO:tensorflow:global step 451: loss = 11.7206 (0.055 sec/step)
INFO:tensorflow:global step 452: loss = 8.5686 (0.059 sec/step)
INFO:tensorflow:global step 453: loss = 13.7926 (0.055 sec/step)
INFO:tensorflow:global step 454: loss = 11.5941 (0.062 sec/step)
INFO:tensorflow:global step 455: loss = 9.9375 (0.057 sec/step)
INFO:tensorflow:global step 456: loss = 7.0601 (0.055 sec/step)
INFO:tensorflow:global step 457: loss = 16.5446 (0.060 sec/step)
INFO:tensorflow:global step 458: loss = 12.0450 (0.055 sec/step)
INFO:tensorflow:global step 459: loss = 7.1506 (0.057 sec/step)
INFO:tensorflow:global step 460: loss = 9.4277 (0.060 sec/step)
INFO:tensorflow:global step 461: loss = 10.7679 (0.058 sec/step)
INFO:tensorflow:global step 462: loss = 7.6578 (0.053 sec/step)
INFO:tensorflow:global step 463: loss = 4.3682 (0.058 sec/step)
INFO:tensorflow:global step 464: loss = 10.4410 (0.055 sec/step)
INFO:tensorflow:global step 465: loss = 9.1479 (0.055 sec/step)
INFO:tensorflow:global step 466: loss = 9.4320 (0.064 sec/step)
INFO:tensorflow:global step 467: loss = 13.7856 (0.052 sec/step)
INFO:tensorflow:global step 468: loss = 8.6807 (0.059 sec/step)
INFO:tensorflow:global step 469: loss = 9.3509 (0.061 sec/step)
INFO:tensorflow:global step 470: loss = 7.0457 (0.069 sec/step)
INFO:tensorflow:global step 471: loss = 7.6909 (0.060 sec/step)
INFO:tensorflow:global step 472: loss = 9.2665 (0.060 sec/step)
INFO:tensorflow:global step 473: loss = 7.4966 (0.054 sec/step)
INFO:tensorflow:global step 474: loss = 8.5400 (0.058 sec/step)
INFO:tensorflow:global step 475: loss = 7.6233 (0.059 sec/step)
INFO:tensorflow:global step 476: loss = 13.7013 (0.058 sec/step)
INFO:tensorflow:global step 477: loss = 14.2184 (0.059 sec/step)
INFO:tensorflow:global step 478: loss = 7.6894 (0.062 sec/step)
INFO:tensorflow:global step 479: loss = 9.1791 (0.059 sec/step)
INFO:tensorflow:global step 480: loss = 9.2517 (0.056 sec/step)
INFO:tensorflow:global step 481: loss = 7.0345 (0.061 sec/step)
INFO:tensorflow:global step 482: loss = 3.4725 (0.057 sec/step)
INFO:tensorflow:global step 483: loss = 5.8008 (0.060 sec/step)
INFO:tensorflow:global step 484: loss = 14.1729 (0.055 sec/step)
INFO:tensorflow:global step 485: loss = 12.1461 (0.055 sec/step)
INFO:tensorflow:global step 486: loss = 9.0853 (0.055 sec/step)
INFO:tensorflow:global step 487: loss = 10.8548 (0.058 sec/step)
INFO:tensorflow:global step 488: loss = 7.7519 (0.060 sec/step)
INFO:tensorflow:global step 489: loss = 15.2446 (0.060 sec/step)
INFO:tensorflow:global step 490: loss = 7.9339 (0.058 sec/step)
INFO:tensorflow:global step 491: loss = 6.2251 (0.056 sec/step)
INFO:tensorflow:global step 492: loss = 12.6755 (0.057 sec/step)
INFO:tensorflow:global step 493: loss = 10.9890 (0.056 sec/step)
INFO:tensorflow:global step 494: loss = 13.6674 (0.053 sec/step)
INFO:tensorflow:global step 495: loss = 9.9839 (0.057 sec/step)
INFO:tensorflow:global step 496: loss = 7.5098 (0.052 sec/step)
INFO:tensorflow:global step 497: loss = 4.7522 (0.054 sec/step)
INFO:tensorflow:global step 498: loss = 7.3199 (0.054 sec/step)
INFO:tensorflow:global step 499: loss = 9.8393 (0.058 sec/step)
INFO:tensorflow:global step 500: loss = 10.0246 (0.057 sec/step)
INFO:tensorflow:global step 501: loss = 7.9766 (0.057 sec/step)
INFO:tensorflow:global step 502: loss = 5.9369 (0.055 sec/step)
INFO:tensorflow:global step 503: loss = 3.2644 (0.060 sec/step)
INFO:tensorflow:global step 504: loss = 6.1264 (0.053 sec/step)
INFO:tensorflow:global step 505: loss = 9.3731 (0.057 sec/step)
INFO:tensorflow:global step 506: loss = 2.4959 (0.058 sec/step)
INFO:tensorflow:global step 507: loss = 10.9548 (0.057 sec/step)
INFO:tensorflow:global step 508: loss = 10.4628 (0.055 sec/step)
INFO:tensorflow:global step 509: loss = 14.2578 (0.055 sec/step)
INFO:tensorflow:global step 510: loss = 8.4084 (0.055 sec/step)
INFO:tensorflow:global step 511: loss = 9.7799 (0.055 sec/step)
INFO:tensorflow:global step 512: loss = 7.8955 (0.061 sec/step)
INFO:tensorflow:global step 513: loss = 16.6869 (0.057 sec/step)
INFO:tensorflow:global step 514: loss = 6.2043 (0.055 sec/step)
INFO:tensorflow:global step 515: loss = 8.3059 (0.055 sec/step)
INFO:tensorflow:global step 516: loss = 9.0499 (0.055 sec/step)
INFO:tensorflow:global step 517: loss = 10.2856 (0.057 sec/step)
INFO:tensorflow:global step 518: loss = 11.3377 (0.067 sec/step)
INFO:tensorflow:global step 519: loss = 8.5777 (0.060 sec/step)
INFO:tensorflow:global step 520: loss = 9.3005 (0.056 sec/step)
INFO:tensorflow:global step 521: loss = 12.4815 (0.059 sec/step)
INFO:tensorflow:global step 522: loss = 7.5930 (0.061 sec/step)
INFO:tensorflow:global step 523: loss = 9.0026 (0.059 sec/step)
INFO:tensorflow:global step 524: loss = 15.5257 (0.057 sec/step)
INFO:tensorflow:global step 525: loss = 9.2124 (0.054 sec/step)
INFO:tensorflow:global step 526: loss = 11.7806 (0.061 sec/step)
INFO:tensorflow:global step 527: loss = 8.4071 (0.058 sec/step)
INFO:tensorflow:global step 528: loss = 6.2127 (0.056 sec/step)
INFO:tensorflow:global step 529: loss = 9.9607 (0.065 sec/step)
INFO:tensorflow:global step 530: loss = 12.1980 (0.057 sec/step)
INFO:tensorflow:global step 531: loss = 6.7818 (0.056 sec/step)
INFO:tensorflow:global step 532: loss = 7.5754 (0.060 sec/step)
INFO:tensorflow:global step 533: loss = 7.9529 (0.056 sec/step)
INFO:tensorflow:global step 534: loss = 11.6910 (0.057 sec/step)
INFO:tensorflow:global step 535: loss = 10.3937 (0.059 sec/step)
INFO:tensorflow:global step 536: loss = 13.2118 (0.053 sec/step)
INFO:tensorflow:global step 537: loss = 11.2644 (0.055 sec/step)
INFO:tensorflow:global step 538: loss = 11.3361 (0.057 sec/step)
INFO:tensorflow:global step 539: loss = 0.4534 (0.052 sec/step)
INFO:tensorflow:global step 540: loss = 4.1722 (0.056 sec/step)
INFO:tensorflow:global step 541: loss = 22.2740 (0.056 sec/step)
INFO:tensorflow:global step 542: loss = 14.1549 (0.056 sec/step)
INFO:tensorflow:global step 543: loss = 11.0902 (0.054 sec/step)
INFO:tensorflow:global step 544: loss = 17.1512 (0.056 sec/step)
INFO:tensorflow:global step 545: loss = 7.1911 (0.063 sec/step)
INFO:tensorflow:global step 546: loss = 13.0585 (0.056 sec/step)
INFO:tensorflow:global step 547: loss = 9.3066 (0.057 sec/step)
INFO:tensorflow:global step 548: loss = 6.2915 (0.060 sec/step)
INFO:tensorflow:global step 549: loss = 14.8114 (0.060 sec/step)
INFO:tensorflow:global step 550: loss = 6.8907 (0.055 sec/step)
INFO:tensorflow:global step 551: loss = 13.6013 (0.059 sec/step)
INFO:tensorflow:global step 552: loss = 8.1357 (0.053 sec/step)
INFO:tensorflow:global step 553: loss = 10.7375 (0.056 sec/step)
INFO:tensorflow:global step 554: loss = 12.8906 (0.063 sec/step)
INFO:tensorflow:global step 555: loss = 10.7385 (0.061 sec/step)
INFO:tensorflow:global step 556: loss = 11.5052 (0.056 sec/step)
INFO:tensorflow:global step 557: loss = 11.1120 (0.057 sec/step)
INFO:tensorflow:global step 558: loss = 12.4828 (0.056 sec/step)
INFO:tensorflow:global step 559: loss = 8.4459 (0.059 sec/step)
INFO:tensorflow:global step 560: loss = 10.7857 (0.053 sec/step)
INFO:tensorflow:global step 561: loss = 11.9437 (0.054 sec/step)
INFO:tensorflow:global step 562: loss = 8.0509 (0.055 sec/step)
INFO:tensorflow:global step 563: loss = 11.8010 (0.057 sec/step)
INFO:tensorflow:global step 564: loss = 5.4759 (0.055 sec/step)
INFO:tensorflow:global step 565: loss = 12.4676 (0.059 sec/step)
INFO:tensorflow:global step 566: loss = 6.7427 (0.061 sec/step)
INFO:tensorflow:global step 567: loss = 14.2712 (0.056 sec/step)
INFO:tensorflow:global step 568: loss = 5.1543 (0.059 sec/step)
INFO:tensorflow:global step 569: loss = 5.0200 (0.061 sec/step)
INFO:tensorflow:global step 570: loss = 7.9313 (0.056 sec/step)
INFO:tensorflow:global step 571: loss = 6.0931 (0.057 sec/step)
INFO:tensorflow:global step 572: loss = 9.6715 (0.064 sec/step)
INFO:tensorflow:global step 573: loss = 8.7390 (0.056 sec/step)
INFO:tensorflow:global step 574: loss = 8.2453 (0.058 sec/step)
INFO:tensorflow:global step 575: loss = 10.7729 (0.056 sec/step)
INFO:tensorflow:global step 576: loss = 7.5501 (0.060 sec/step)
INFO:tensorflow:global step 577: loss = 8.2123 (0.056 sec/step)
INFO:tensorflow:global step 578: loss = 9.3700 (0.061 sec/step)
INFO:tensorflow:global step 579: loss = 9.0331 (0.057 sec/step)
INFO:tensorflow:global step 580: loss = 8.9414 (0.058 sec/step)
INFO:tensorflow:global step 581: loss = 8.8651 (0.056 sec/step)
INFO:tensorflow:global step 582: loss = 7.7458 (0.059 sec/step)
INFO:tensorflow:global step 583: loss = 6.5705 (0.055 sec/step)
INFO:tensorflow:global step 584: loss = 6.8148 (0.055 sec/step)
INFO:tensorflow:global step 585: loss = 6.1383 (0.058 sec/step)
INFO:tensorflow:global step 586: loss = 9.5066 (0.052 sec/step)
INFO:tensorflow:global step 587: loss = 20.3249 (0.055 sec/step)
INFO:tensorflow:global step 588: loss = 9.1689 (0.059 sec/step)
INFO:tensorflow:global step 589: loss = 7.3078 (0.056 sec/step)
INFO:tensorflow:global step 590: loss = 9.8086 (0.057 sec/step)
INFO:tensorflow:global step 591: loss = 8.4185 (0.054 sec/step)
INFO:tensorflow:global step 592: loss = 11.5499 (0.054 sec/step)
INFO:tensorflow:global step 593: loss = 8.8615 (0.055 sec/step)
INFO:tensorflow:global step 594: loss = 6.4656 (0.057 sec/step)
INFO:tensorflow:global step 595: loss = 6.6914 (0.060 sec/step)
INFO:tensorflow:global step 596: loss = 7.3152 (0.067 sec/step)
INFO:tensorflow:global step 597: loss = 7.1513 (0.059 sec/step)
INFO:tensorflow:global step 598: loss = 9.5451 (0.056 sec/step)
INFO:tensorflow:global step 599: loss = 5.6297 (0.056 sec/step)
INFO:tensorflow:global step 600: loss = 5.8406 (0.056 sec/step)
INFO:tensorflow:global step 601: loss = 9.6953 (0.057 sec/step)
INFO:tensorflow:global step 602: loss = 8.9997 (0.057 sec/step)
INFO:tensorflow:global step 603: loss = 6.2586 (0.064 sec/step)
INFO:tensorflow:global step 604: loss = 9.8076 (0.063 sec/step)
INFO:tensorflow:global step 605: loss = 11.1726 (0.060 sec/step)
INFO:tensorflow:global step 606: loss = 5.6455 (0.058 sec/step)
INFO:tensorflow:global step 607: loss = 10.1803 (0.066 sec/step)
INFO:tensorflow:global step 608: loss = 11.0871 (0.054 sec/step)
INFO:tensorflow:global step 609: loss = 9.0105 (0.055 sec/step)
INFO:tensorflow:global step 610: loss = 11.6513 (0.060 sec/step)
INFO:tensorflow:global step 611: loss = 11.5337 (0.057 sec/step)
INFO:tensorflow:global step 612: loss = 9.8390 (0.056 sec/step)
INFO:tensorflow:global step 613: loss = 15.3224 (0.056 sec/step)
INFO:tensorflow:global step 614: loss = 6.9943 (0.055 sec/step)
INFO:tensorflow:global step 615: loss = 10.9402 (0.058 sec/step)
INFO:tensorflow:global step 616: loss = 11.3574 (0.053 sec/step)
INFO:tensorflow:global step 617: loss = 5.3815 (0.056 sec/step)
INFO:tensorflow:global step 618: loss = 11.7895 (0.059 sec/step)
INFO:tensorflow:global step 619: loss = 11.6294 (0.055 sec/step)
INFO:tensorflow:global step 620: loss = 6.8299 (0.054 sec/step)
INFO:tensorflow:global step 621: loss = 8.7643 (0.056 sec/step)
INFO:tensorflow:global step 622: loss = 6.8328 (0.056 sec/step)
INFO:tensorflow:global step 623: loss = 10.9708 (0.055 sec/step)
INFO:tensorflow:global step 624: loss = 4.9835 (0.055 sec/step)
INFO:tensorflow:global step 625: loss = 17.9542 (0.056 sec/step)
INFO:tensorflow:global step 626: loss = 9.2996 (0.060 sec/step)
INFO:tensorflow:global step 627: loss = 6.5782 (0.056 sec/step)
INFO:tensorflow:global step 628: loss = 16.0442 (0.054 sec/step)
INFO:tensorflow:global step 629: loss = 11.0175 (0.058 sec/step)
INFO:tensorflow:global step 630: loss = 17.7377 (0.055 sec/step)
INFO:tensorflow:global step 631: loss = 14.9907 (0.054 sec/step)
INFO:tensorflow:global step 632: loss = 10.3135 (0.055 sec/step)
INFO:tensorflow:global step 633: loss = 6.2463 (0.055 sec/step)
INFO:tensorflow:global step 634: loss = 9.6118 (0.059 sec/step)
INFO:tensorflow:global step 635: loss = 6.6658 (0.054 sec/step)
INFO:tensorflow:global step 636: loss = 10.2446 (0.057 sec/step)
INFO:tensorflow:global step 637: loss = 9.7681 (0.055 sec/step)
INFO:tensorflow:global step 638: loss = 6.0151 (0.057 sec/step)
INFO:tensorflow:global step 639: loss = 10.3599 (0.060 sec/step)
INFO:tensorflow:global step 640: loss = 11.8202 (0.056 sec/step)
INFO:tensorflow:global step 641: loss = 10.1823 (0.055 sec/step)
INFO:tensorflow:global step 642: loss = 6.8767 (0.054 sec/step)
INFO:tensorflow:global step 643: loss = 9.8690 (0.056 sec/step)
INFO:tensorflow:global step 644: loss = 10.0379 (0.054 sec/step)
INFO:tensorflow:global step 645: loss = 5.9078 (0.056 sec/step)
INFO:tensorflow:global step 646: loss = 14.0663 (0.060 sec/step)
INFO:tensorflow:global step 647: loss = 7.7173 (0.055 sec/step)
INFO:tensorflow:global step 648: loss = 14.6950 (0.056 sec/step)
INFO:tensorflow:global step 649: loss = 5.9311 (0.076 sec/step)
INFO:tensorflow:global step 650: loss = 9.4742 (0.057 sec/step)
INFO:tensorflow:global step 651: loss = 10.1310 (0.057 sec/step)
INFO:tensorflow:global step 652: loss = 9.7128 (0.057 sec/step)
INFO:tensorflow:global step 653: loss = 8.7703 (0.057 sec/step)
INFO:tensorflow:global step 654: loss = 5.5587 (0.053 sec/step)
INFO:tensorflow:global step 655: loss = 7.3608 (0.056 sec/step)
INFO:tensorflow:global step 656: loss = 15.5873 (0.056 sec/step)
INFO:tensorflow:global step 657: loss = 8.6827 (0.055 sec/step)
INFO:tensorflow:global step 658: loss = 7.9146 (0.056 sec/step)
INFO:tensorflow:global step 659: loss = 14.3962 (0.056 sec/step)
INFO:tensorflow:global step 660: loss = 8.0408 (0.057 sec/step)
INFO:tensorflow:global step 661: loss = 9.1436 (0.059 sec/step)
INFO:tensorflow:global step 662: loss = 8.9247 (0.055 sec/step)
INFO:tensorflow:global step 663: loss = 9.5917 (0.055 sec/step)
INFO:tensorflow:global step 664: loss = 8.1391 (0.054 sec/step)
INFO:tensorflow:global step 665: loss = 14.2450 (0.057 sec/step)
INFO:tensorflow:global step 666: loss = 7.4914 (0.054 sec/step)
INFO:tensorflow:global step 667: loss = 6.2250 (0.057 sec/step)
INFO:tensorflow:global step 668: loss = 8.9838 (0.054 sec/step)
INFO:tensorflow:global step 669: loss = 14.4794 (0.053 sec/step)
INFO:tensorflow:global step 670: loss = 4.8795 (0.054 sec/step)
INFO:tensorflow:global step 671: loss = 7.9763 (0.058 sec/step)
INFO:tensorflow:global step 672: loss = 11.7045 (0.058 sec/step)
INFO:tensorflow:global step 673: loss = 13.5120 (0.055 sec/step)
INFO:tensorflow:global step 674: loss = 7.3854 (0.054 sec/step)
INFO:tensorflow:global step 675: loss = 4.5350 (0.055 sec/step)
INFO:tensorflow:global step 676: loss = 7.8128 (0.056 sec/step)
INFO:tensorflow:global step 677: loss = 10.2590 (0.059 sec/step)
INFO:tensorflow:global step 678: loss = 13.6439 (0.058 sec/step)
INFO:tensorflow:global step 679: loss = 6.8850 (0.052 sec/step)
INFO:tensorflow:global step 680: loss = 5.9309 (0.054 sec/step)
INFO:tensorflow:global step 681: loss = 8.4552 (0.056 sec/step)
INFO:tensorflow:global step 682: loss = 7.2310 (0.058 sec/step)
INFO:tensorflow:global step 683: loss = 6.2952 (0.054 sec/step)
INFO:tensorflow:global step 684: loss = 12.6434 (0.056 sec/step)
INFO:tensorflow:global step 685: loss = 9.2413 (0.056 sec/step)
INFO:tensorflow:global step 686: loss = 14.1416 (0.062 sec/step)
INFO:tensorflow:global step 687: loss = 10.8775 (0.057 sec/step)
INFO:tensorflow:global step 688: loss = 9.9317 (0.059 sec/step)
INFO:tensorflow:global step 689: loss = 15.0345 (0.054 sec/step)
INFO:tensorflow:global step 690: loss = 10.0058 (0.056 sec/step)
INFO:tensorflow:global step 691: loss = 6.5851 (0.062 sec/step)
INFO:tensorflow:global step 692: loss = 15.0401 (0.058 sec/step)
INFO:tensorflow:global step 693: loss = 12.9380 (0.053 sec/step)
INFO:tensorflow:global step 694: loss = 6.9889 (0.058 sec/step)
INFO:tensorflow:global step 695: loss = 8.8102 (0.057 sec/step)
INFO:tensorflow:global step 696: loss = 9.1365 (0.055 sec/step)
INFO:tensorflow:global step 697: loss = 8.6145 (0.061 sec/step)
INFO:tensorflow:global step 698: loss = 7.7640 (0.059 sec/step)
INFO:tensorflow:global step 699: loss = 9.5382 (0.060 sec/step)
INFO:tensorflow:global step 700: loss = 7.3784 (0.056 sec/step)
INFO:tensorflow:global step 701: loss = 8.3761 (0.058 sec/step)
INFO:tensorflow:global step 702: loss = 8.4308 (0.055 sec/step)
INFO:tensorflow:global step 703: loss = 9.1307 (0.057 sec/step)
INFO:tensorflow:global step 704: loss = 6.3691 (0.058 sec/step)
INFO:tensorflow:global step 705: loss = 11.9822 (0.059 sec/step)
INFO:tensorflow:global step 706: loss = 13.9593 (0.057 sec/step)
INFO:tensorflow:global step 707: loss = 7.2055 (0.064 sec/step)
INFO:tensorflow:global step 708: loss = 6.0591 (0.058 sec/step)
INFO:tensorflow:global step 709: loss = 14.5299 (0.056 sec/step)
INFO:tensorflow:global step 710: loss = 6.8675 (0.062 sec/step)
INFO:tensorflow:global step 711: loss = 14.3187 (0.058 sec/step)
INFO:tensorflow:global step 712: loss = 8.2106 (0.054 sec/step)
INFO:tensorflow:global step 713: loss = 7.1408 (0.056 sec/step)
INFO:tensorflow:global step 714: loss = 9.1976 (0.056 sec/step)
INFO:tensorflow:global step 715: loss = 8.1017 (0.056 sec/step)
INFO:tensorflow:global step 716: loss = 12.6487 (0.054 sec/step)
INFO:tensorflow:global step 717: loss = 13.8784 (0.064 sec/step)
INFO:tensorflow:global step 718: loss = 8.3570 (0.062 sec/step)
INFO:tensorflow:global step 719: loss = 11.6721 (0.057 sec/step)
INFO:tensorflow:global step 720: loss = 14.2159 (0.057 sec/step)
INFO:tensorflow:global step 721: loss = 8.5714 (0.058 sec/step)
INFO:tensorflow:global step 722: loss = 8.4633 (0.055 sec/step)
INFO:tensorflow:global step 723: loss = 9.3824 (0.057 sec/step)
INFO:tensorflow:global step 724: loss = 9.0347 (0.055 sec/step)
INFO:tensorflow:global step 725: loss = 7.1534 (0.057 sec/step)
INFO:tensorflow:global step 726: loss = 11.2740 (0.057 sec/step)
INFO:tensorflow:global step 727: loss = 4.8071 (0.055 sec/step)
INFO:tensorflow:global step 728: loss = 6.1360 (0.057 sec/step)
INFO:tensorflow:global step 729: loss = 6.2746 (0.059 sec/step)
INFO:tensorflow:global step 730: loss = 6.3305 (0.061 sec/step)
INFO:tensorflow:global step 731: loss = 11.0136 (0.063 sec/step)
INFO:tensorflow:global step 732: loss = 9.1216 (0.059 sec/step)
INFO:tensorflow:global step 733: loss = 12.1346 (0.060 sec/step)
INFO:tensorflow:global step 734: loss = 10.0300 (0.062 sec/step)
INFO:tensorflow:global step 735: loss = 11.6323 (0.055 sec/step)
INFO:tensorflow:global step 736: loss = 6.5822 (0.061 sec/step)
INFO:tensorflow:global step 737: loss = 6.8196 (0.055 sec/step)
INFO:tensorflow:global step 738: loss = 18.5782 (0.062 sec/step)
INFO:tensorflow:global step 739: loss = 6.4065 (0.058 sec/step)
INFO:tensorflow:global step 740: loss = 11.1573 (0.055 sec/step)
INFO:tensorflow:global step 741: loss = 4.9742 (0.053 sec/step)
INFO:tensorflow:global step 742: loss = 5.7690 (0.055 sec/step)
INFO:tensorflow:global step 743: loss = 8.0717 (0.056 sec/step)
INFO:tensorflow:global step 744: loss = 7.1971 (0.057 sec/step)
INFO:tensorflow:global step 745: loss = 5.9380 (0.063 sec/step)
INFO:tensorflow:global step 746: loss = 7.0597 (0.055 sec/step)
INFO:tensorflow:global step 747: loss = 10.7685 (0.058 sec/step)
INFO:tensorflow:global step 748: loss = 6.4629 (0.056 sec/step)
INFO:tensorflow:global step 749: loss = 6.6524 (0.055 sec/step)
INFO:tensorflow:global step 750: loss = 6.1840 (0.058 sec/step)
INFO:tensorflow:global step 751: loss = 13.7190 (0.055 sec/step)
INFO:tensorflow:global step 752: loss = 13.2308 (0.058 sec/step)
INFO:tensorflow:global step 753: loss = 10.8682 (0.059 sec/step)
INFO:tensorflow:global step 754: loss = 14.1234 (0.060 sec/step)
INFO:tensorflow:global step 755: loss = 6.7000 (0.057 sec/step)
INFO:tensorflow:global step 756: loss = 12.0761 (0.056 sec/step)
INFO:tensorflow:global step 757: loss = 11.6414 (0.057 sec/step)
INFO:tensorflow:global step 758: loss = 4.9200 (0.058 sec/step)
INFO:tensorflow:global step 759: loss = 10.2756 (0.058 sec/step)
INFO:tensorflow:global step 760: loss = 8.2281 (0.054 sec/step)
INFO:tensorflow:global step 761: loss = 9.4483 (0.053 sec/step)
INFO:tensorflow:global step 762: loss = 12.4786 (0.058 sec/step)
INFO:tensorflow:global step 763: loss = 10.6256 (0.058 sec/step)
INFO:tensorflow:global step 764: loss = 17.3670 (0.056 sec/step)
INFO:tensorflow:global step 765: loss = 0.4533 (0.055 sec/step)
INFO:tensorflow:global step 766: loss = 9.9136 (0.059 sec/step)
INFO:tensorflow:global step 767: loss = 8.9016 (0.059 sec/step)
INFO:tensorflow:global step 768: loss = 9.3577 (0.053 sec/step)
INFO:tensorflow:global step 769: loss = 11.0378 (0.056 sec/step)
INFO:tensorflow:global step 770: loss = 13.9753 (0.054 sec/step)
INFO:tensorflow:global step 771: loss = 10.6791 (0.061 sec/step)
INFO:tensorflow:global step 772: loss = 6.1762 (0.064 sec/step)
INFO:tensorflow:global step 773: loss = 9.4112 (0.058 sec/step)
INFO:tensorflow:global step 774: loss = 13.3630 (0.054 sec/step)
INFO:tensorflow:global step 775: loss = 10.1740 (0.054 sec/step)
INFO:tensorflow:global step 776: loss = 7.6353 (0.061 sec/step)
INFO:tensorflow:global step 777: loss = 8.8871 (0.056 sec/step)
INFO:tensorflow:global step 778: loss = 12.8295 (0.056 sec/step)
INFO:tensorflow:global step 779: loss = 10.4964 (0.061 sec/step)
INFO:tensorflow:global step 780: loss = 7.9250 (0.059 sec/step)
INFO:tensorflow:global step 781: loss = 7.7421 (0.056 sec/step)
INFO:tensorflow:global step 782: loss = 7.7814 (0.056 sec/step)
INFO:tensorflow:global step 783: loss = 8.9691 (0.054 sec/step)
INFO:tensorflow:global step 784: loss = 9.2234 (0.057 sec/step)
INFO:tensorflow:global step 785: loss = 5.4776 (0.054 sec/step)
INFO:tensorflow:global step 786: loss = 7.8332 (0.059 sec/step)
INFO:tensorflow:global step 787: loss = 4.3422 (0.055 sec/step)
INFO:tensorflow:global step 788: loss = 6.1012 (0.055 sec/step)
INFO:tensorflow:global step 789: loss = 9.1132 (0.055 sec/step)
INFO:tensorflow:global step 790: loss = 8.2940 (0.060 sec/step)
INFO:tensorflow:global step 791: loss = 7.2909 (0.059 sec/step)
INFO:tensorflow:global step 792: loss = 9.9219 (0.060 sec/step)
INFO:tensorflow:global step 793: loss = 5.4150 (0.060 sec/step)
INFO:tensorflow:global step 794: loss = 10.5730 (0.055 sec/step)
INFO:tensorflow:global step 795: loss = 12.8995 (0.054 sec/step)
INFO:tensorflow:global step 796: loss = 3.1207 (0.060 sec/step)
INFO:tensorflow:global step 797: loss = 11.7342 (0.062 sec/step)
INFO:tensorflow:global step 798: loss = 10.7537 (0.059 sec/step)
INFO:tensorflow:global step 799: loss = 9.5321 (0.055 sec/step)
INFO:tensorflow:global step 800: loss = 4.7219 (0.056 sec/step)
INFO:tensorflow:global step 801: loss = 9.7189 (0.061 sec/step)
INFO:tensorflow:global step 802: loss = 9.2414 (0.058 sec/step)
INFO:tensorflow:global step 803: loss = 8.4384 (0.056 sec/step)
INFO:tensorflow:global step 804: loss = 11.5732 (0.055 sec/step)
INFO:tensorflow:global step 805: loss = 9.7700 (0.057 sec/step)
INFO:tensorflow:global step 806: loss = 8.8998 (0.054 sec/step)
INFO:tensorflow:global step 807: loss = 8.8518 (0.055 sec/step)
INFO:tensorflow:global step 808: loss = 10.5940 (0.059 sec/step)
INFO:tensorflow:global step 809: loss = 7.5602 (0.055 sec/step)
INFO:tensorflow:global step 810: loss = 12.0837 (0.059 sec/step)
INFO:tensorflow:global step 811: loss = 8.2548 (0.065 sec/step)
INFO:tensorflow:global step 812: loss = 6.6866 (0.056 sec/step)
INFO:tensorflow:global step 813: loss = 9.4993 (0.058 sec/step)
INFO:tensorflow:global step 814: loss = 8.5599 (0.053 sec/step)
INFO:tensorflow:global step 815: loss = 8.9670 (0.057 sec/step)
INFO:tensorflow:global step 816: loss = 8.9011 (0.060 sec/step)
INFO:tensorflow:global step 817: loss = 5.2919 (0.055 sec/step)
INFO:tensorflow:global step 818: loss = 5.6093 (0.059 sec/step)
INFO:tensorflow:global step 819: loss = 10.0742 (0.058 sec/step)
INFO:tensorflow:global step 820: loss = 0.4533 (0.053 sec/step)
INFO:tensorflow:global step 821: loss = 8.2376 (0.055 sec/step)
INFO:tensorflow:global step 822: loss = 8.7918 (0.057 sec/step)
INFO:tensorflow:global step 823: loss = 10.3324 (0.056 sec/step)
INFO:tensorflow:global step 824: loss = 0.4533 (0.059 sec/step)
INFO:tensorflow:global step 825: loss = 6.7412 (0.064 sec/step)
INFO:tensorflow:global step 826: loss = 12.8491 (0.063 sec/step)
INFO:tensorflow:global step 827: loss = 6.8067 (0.063 sec/step)
INFO:tensorflow:global step 828: loss = 8.8952 (0.058 sec/step)
INFO:tensorflow:global step 829: loss = 10.1307 (0.057 sec/step)
INFO:tensorflow:global step 830: loss = 7.3952 (0.059 sec/step)
INFO:tensorflow:global step 831: loss = 6.3869 (0.067 sec/step)
INFO:tensorflow:global step 832: loss = 10.4872 (0.057 sec/step)
INFO:tensorflow:global step 833: loss = 10.3126 (0.056 sec/step)
INFO:tensorflow:global step 834: loss = 10.0054 (0.057 sec/step)
INFO:tensorflow:global step 835: loss = 10.9006 (0.056 sec/step)
INFO:tensorflow:global step 836: loss = 11.8591 (0.054 sec/step)
INFO:tensorflow:global step 837: loss = 10.5702 (0.055 sec/step)
INFO:tensorflow:global step 838: loss = 10.4898 (0.057 sec/step)
INFO:tensorflow:global step 839: loss = 0.4533 (0.052 sec/step)
INFO:tensorflow:global step 840: loss = 10.3132 (0.062 sec/step)
INFO:tensorflow:global step 841: loss = 13.4363 (0.058 sec/step)
INFO:tensorflow:global step 842: loss = 9.0292 (0.056 sec/step)
INFO:tensorflow:global step 843: loss = 11.6918 (0.058 sec/step)
INFO:tensorflow:global step 844: loss = 4.2486 (0.058 sec/step)
INFO:tensorflow:global step 845: loss = 10.5029 (0.054 sec/step)
INFO:tensorflow:global step 846: loss = 13.8260 (0.061 sec/step)
INFO:tensorflow:global step 847: loss = 13.6603 (0.059 sec/step)
INFO:tensorflow:global step 848: loss = 14.2949 (0.061 sec/step)
INFO:tensorflow:global step 849: loss = 9.1717 (0.059 sec/step)
INFO:tensorflow:global step 850: loss = 9.5379 (0.061 sec/step)
INFO:tensorflow:global step 851: loss = 9.8955 (0.058 sec/step)
INFO:tensorflow:global step 852: loss = 13.7478 (0.055 sec/step)
INFO:tensorflow:global step 853: loss = 5.2950 (0.054 sec/step)
INFO:tensorflow:global step 854: loss = 4.0886 (0.061 sec/step)
INFO:tensorflow:global step 855: loss = 4.6928 (0.060 sec/step)
INFO:tensorflow:global step 856: loss = 11.6948 (0.057 sec/step)
INFO:tensorflow:global step 857: loss = 15.0718 (0.061 sec/step)
INFO:tensorflow:global step 858: loss = 12.1031 (0.055 sec/step)
INFO:tensorflow:global step 859: loss = 6.0692 (0.054 sec/step)
INFO:tensorflow:global step 860: loss = 7.1983 (0.060 sec/step)
INFO:tensorflow:global step 861: loss = 10.1817 (0.055 sec/step)
INFO:tensorflow:global step 862: loss = 10.6862 (0.056 sec/step)
INFO:tensorflow:global step 863: loss = 3.9830 (0.061 sec/step)
INFO:tensorflow:global step 864: loss = 5.4803 (0.056 sec/step)
INFO:tensorflow:global step 865: loss = 6.3497 (0.060 sec/step)
INFO:tensorflow:global step 866: loss = 3.3672 (0.053 sec/step)
INFO:tensorflow:global step 867: loss = 12.9639 (0.058 sec/step)
INFO:tensorflow:global step 868: loss = 8.2184 (0.059 sec/step)
INFO:tensorflow:global step 869: loss = 8.2152 (0.056 sec/step)
INFO:tensorflow:global step 870: loss = 7.6542 (0.058 sec/step)
INFO:tensorflow:global step 871: loss = 7.3603 (0.058 sec/step)
INFO:tensorflow:global step 872: loss = 10.2497 (0.060 sec/step)
INFO:tensorflow:global step 873: loss = 8.4583 (0.058 sec/step)
INFO:tensorflow:global step 874: loss = 7.4994 (0.064 sec/step)
INFO:tensorflow:global step 875: loss = 8.1460 (0.058 sec/step)
INFO:tensorflow:global step 876: loss = 11.0969 (0.055 sec/step)
INFO:tensorflow:global step 877: loss = 7.0485 (0.060 sec/step)
INFO:tensorflow:global step 878: loss = 13.3296 (0.059 sec/step)
INFO:tensorflow:global step 879: loss = 8.0457 (0.054 sec/step)
INFO:tensorflow:global step 880: loss = 7.5785 (0.060 sec/step)
INFO:tensorflow:global step 881: loss = 8.5838 (0.057 sec/step)
INFO:tensorflow:global step 882: loss = 7.1087 (0.054 sec/step)
INFO:tensorflow:global step 883: loss = 4.1743 (0.052 sec/step)
INFO:tensorflow:global step 884: loss = 14.5080 (0.054 sec/step)
INFO:tensorflow:global step 885: loss = 8.7505 (0.059 sec/step)
INFO:tensorflow:global step 886: loss = 9.7318 (0.055 sec/step)
INFO:tensorflow:global step 887: loss = 18.0955 (0.054 sec/step)
INFO:tensorflow:global step 888: loss = 8.4511 (0.055 sec/step)
INFO:tensorflow:global step 889: loss = 10.1435 (0.058 sec/step)
INFO:tensorflow:global step 890: loss = 7.8329 (0.058 sec/step)
INFO:tensorflow:global step 891: loss = 9.3567 (0.057 sec/step)
INFO:tensorflow:global step 892: loss = 6.7307 (0.055 sec/step)
INFO:tensorflow:global step 893: loss = 7.0850 (0.058 sec/step)
INFO:tensorflow:global step 894: loss = 7.3217 (0.055 sec/step)
INFO:tensorflow:global step 895: loss = 7.7423 (0.057 sec/step)
INFO:tensorflow:global step 896: loss = 8.7080 (0.060 sec/step)
INFO:tensorflow:global step 897: loss = 9.4313 (0.060 sec/step)
INFO:tensorflow:global step 898: loss = 6.2588 (0.055 sec/step)
INFO:tensorflow:global step 899: loss = 7.0218 (0.056 sec/step)
INFO:tensorflow:global step 900: loss = 7.5723 (0.057 sec/step)
INFO:tensorflow:global step 901: loss = 9.0873 (0.055 sec/step)
INFO:tensorflow:global step 902: loss = 15.2439 (0.056 sec/step)
INFO:tensorflow:global step 903: loss = 9.7601 (0.057 sec/step)
INFO:tensorflow:global step 904: loss = 10.5299 (0.056 sec/step)
INFO:tensorflow:global step 905: loss = 9.1152 (0.054 sec/step)
INFO:tensorflow:global step 906: loss = 13.3505 (0.057 sec/step)
INFO:tensorflow:global step 907: loss = 12.4612 (0.059 sec/step)
INFO:tensorflow:global step 908: loss = 5.4036 (0.059 sec/step)
INFO:tensorflow:global step 909: loss = 10.3870 (0.056 sec/step)
INFO:tensorflow:global step 910: loss = 4.9185 (0.055 sec/step)
INFO:tensorflow:global step 911: loss = 11.3708 (0.055 sec/step)
INFO:tensorflow:global step 912: loss = 6.3456 (0.057 sec/step)
INFO:tensorflow:global step 913: loss = 8.3812 (0.058 sec/step)
INFO:tensorflow:global step 914: loss = 18.9232 (0.055 sec/step)
INFO:tensorflow:global step 915: loss = 11.3488 (0.057 sec/step)
INFO:tensorflow:global step 916: loss = 13.8635 (0.056 sec/step)
INFO:tensorflow:global step 917: loss = 6.6250 (0.054 sec/step)
INFO:tensorflow:global step 918: loss = 14.7304 (0.054 sec/step)
INFO:tensorflow:global step 919: loss = 13.2991 (0.057 sec/step)
INFO:tensorflow:global step 920: loss = 6.9159 (0.053 sec/step)
INFO:tensorflow:global step 921: loss = 8.6763 (0.057 sec/step)
INFO:tensorflow:global step 922: loss = 10.1767 (0.052 sec/step)
INFO:tensorflow:global step 923: loss = 11.7459 (0.058 sec/step)
INFO:tensorflow:global step 924: loss = 6.9325 (0.065 sec/step)
INFO:tensorflow:global step 925: loss = 9.0142 (0.057 sec/step)
INFO:tensorflow:global step 926: loss = 6.4846 (0.056 sec/step)
INFO:tensorflow:global step 927: loss = 15.1588 (0.057 sec/step)
INFO:tensorflow:global step 928: loss = 15.3691 (0.056 sec/step)
INFO:tensorflow:global step 929: loss = 10.4236 (0.055 sec/step)
INFO:tensorflow:global step 930: loss = 4.9972 (0.068 sec/step)
INFO:tensorflow:global step 931: loss = 8.9115 (0.055 sec/step)
INFO:tensorflow:global step 932: loss = 5.8841 (0.056 sec/step)
INFO:tensorflow:global step 933: loss = 7.4022 (0.056 sec/step)
INFO:tensorflow:global step 934: loss = 6.2024 (0.057 sec/step)
INFO:tensorflow:global step 935: loss = 7.6677 (0.052 sec/step)
INFO:tensorflow:global step 936: loss = 9.2464 (0.058 sec/step)
INFO:tensorflow:global step 937: loss = 12.3322 (0.055 sec/step)
INFO:tensorflow:global step 938: loss = 7.5552 (0.056 sec/step)
INFO:tensorflow:global step 939: loss = 11.6808 (0.056 sec/step)
INFO:tensorflow:global step 940: loss = 10.1865 (0.054 sec/step)
INFO:tensorflow:global step 941: loss = 16.2056 (0.061 sec/step)
INFO:tensorflow:global step 942: loss = 15.0535 (0.056 sec/step)
INFO:tensorflow:global step 943: loss = 18.2680 (0.054 sec/step)
INFO:tensorflow:global step 944: loss = 10.4591 (0.054 sec/step)
INFO:tensorflow:global step 945: loss = 6.0082 (0.056 sec/step)
INFO:tensorflow:global step 946: loss = 0.4532 (0.063 sec/step)
INFO:tensorflow:global step 947: loss = 11.8268 (0.056 sec/step)
INFO:tensorflow:global step 948: loss = 0.4532 (0.057 sec/step)
INFO:tensorflow:global step 949: loss = 10.8352 (0.056 sec/step)
INFO:tensorflow:global step 950: loss = 11.9761 (0.059 sec/step)
INFO:tensorflow:global step 951: loss = 5.4466 (0.052 sec/step)
INFO:tensorflow:global step 952: loss = 11.0536 (0.054 sec/step)
INFO:tensorflow:global step 953: loss = 10.3267 (0.055 sec/step)
INFO:tensorflow:global step 954: loss = 8.7522 (0.054 sec/step)
INFO:tensorflow:global step 955: loss = 9.7904 (0.054 sec/step)
INFO:tensorflow:global step 956: loss = 9.4397 (0.058 sec/step)
INFO:tensorflow:global step 957: loss = 10.1924 (0.060 sec/step)
INFO:tensorflow:global step 958: loss = 4.1939 (0.060 sec/step)
INFO:tensorflow:global step 959: loss = 10.4207 (0.056 sec/step)
INFO:tensorflow:global step 960: loss = 8.2595 (0.057 sec/step)
INFO:tensorflow:global step 961: loss = 5.1038 (0.065 sec/step)
INFO:tensorflow:global step 962: loss = 14.6980 (0.055 sec/step)
INFO:tensorflow:global step 963: loss = 14.1877 (0.055 sec/step)
INFO:tensorflow:global step 964: loss = 7.4505 (0.060 sec/step)
INFO:tensorflow:global step 965: loss = 11.0289 (0.057 sec/step)
INFO:tensorflow:global step 966: loss = 6.0299 (0.067 sec/step)
INFO:tensorflow:global step 967: loss = 10.3412 (0.053 sec/step)
INFO:tensorflow:global step 968: loss = 6.8763 (0.056 sec/step)
INFO:tensorflow:global step 969: loss = 12.6397 (0.055 sec/step)
INFO:tensorflow:global step 970: loss = 7.4753 (0.056 sec/step)
INFO:tensorflow:global step 971: loss = 14.2709 (0.052 sec/step)
INFO:tensorflow:global step 972: loss = 7.2353 (0.062 sec/step)
INFO:tensorflow:global step 973: loss = 14.2155 (0.062 sec/step)
INFO:tensorflow:global step 974: loss = 8.9502 (0.057 sec/step)
INFO:tensorflow:global step 975: loss = 9.8801 (0.059 sec/step)
INFO:tensorflow:global step 976: loss = 11.7241 (0.066 sec/step)
INFO:tensorflow:global step 977: loss = 14.1524 (0.055 sec/step)
INFO:tensorflow:global step 978: loss = 13.5131 (0.056 sec/step)
INFO:tensorflow:global step 979: loss = 6.5689 (0.055 sec/step)
INFO:tensorflow:global step 980: loss = 9.2918 (0.064 sec/step)
INFO:tensorflow:global step 981: loss = 6.9401 (0.059 sec/step)
INFO:tensorflow:global step 982: loss = 8.9907 (0.058 sec/step)
INFO:tensorflow:global step 983: loss = 9.0097 (0.059 sec/step)
INFO:tensorflow:global step 984: loss = 11.4482 (0.053 sec/step)
INFO:tensorflow:global step 985: loss = 8.6505 (0.053 sec/step)
INFO:tensorflow:global step 986: loss = 14.0093 (0.058 sec/step)
INFO:tensorflow:global step 987: loss = 14.3855 (0.062 sec/step)
INFO:tensorflow:global step 988: loss = 12.1557 (0.053 sec/step)
INFO:tensorflow:global step 989: loss = 12.5434 (0.054 sec/step)
INFO:tensorflow:global step 990: loss = 10.1720 (0.061 sec/step)
INFO:tensorflow:global step 991: loss = 11.2684 (0.059 sec/step)
INFO:tensorflow:global step 992: loss = 7.8427 (0.055 sec/step)
INFO:tensorflow:global step 993: loss = 12.1104 (0.054 sec/step)
INFO:tensorflow:global step 994: loss = 9.5623 (0.055 sec/step)
INFO:tensorflow:global step 995: loss = 9.6128 (0.053 sec/step)
INFO:tensorflow:global step 996: loss = 9.6117 (0.055 sec/step)
INFO:tensorflow:global step 997: loss = 0.4531 (0.054 sec/step)
INFO:tensorflow:global step 998: loss = 8.0425 (0.059 sec/step)
INFO:tensorflow:global step 999: loss = 9.0614 (0.057 sec/step)
INFO:tensorflow:global step 1000: loss = 12.1371 (0.058 sec/step)
INFO:tensorflow:global step 1001: loss = 10.7045 (0.067 sec/step)
INFO:tensorflow:global step 1002: loss = 7.8242 (0.053 sec/step)
INFO:tensorflow:global step 1003: loss = 9.0252 (0.059 sec/step)
INFO:tensorflow:global step 1004: loss = 8.2375 (0.053 sec/step)
INFO:tensorflow:global step 1005: loss = 12.0512 (0.056 sec/step)
INFO:tensorflow:global step 1006: loss = 12.2131 (0.055 sec/step)
INFO:tensorflow:global step 1007: loss = 12.0459 (0.053 sec/step)
INFO:tensorflow:global step 1008: loss = 9.5382 (0.056 sec/step)
INFO:tensorflow:global step 1009: loss = 9.3951 (0.058 sec/step)
INFO:tensorflow:global step 1010: loss = 8.9513 (0.055 sec/step)
INFO:tensorflow:global step 1011: loss = 11.7889 (0.062 sec/step)
INFO:tensorflow:global step 1012: loss = 10.1357 (0.058 sec/step)
INFO:tensorflow:global step 1013: loss = 11.7469 (0.056 sec/step)
INFO:tensorflow:global step 1014: loss = 11.3799 (0.057 sec/step)
INFO:tensorflow:global step 1015: loss = 14.7722 (0.053 sec/step)
INFO:tensorflow:global step 1016: loss = 14.3606 (0.058 sec/step)
INFO:tensorflow:global step 1017: loss = 6.7435 (0.055 sec/step)
INFO:tensorflow:global step 1018: loss = 12.2465 (0.053 sec/step)
INFO:tensorflow:global step 1019: loss = 6.4026 (0.054 sec/step)
INFO:tensorflow:global step 1020: loss = 7.2948 (0.054 sec/step)
INFO:tensorflow:global step 1021: loss = 7.1483 (0.055 sec/step)
INFO:tensorflow:global step 1022: loss = 9.2168 (0.054 sec/step)
INFO:tensorflow:global step 1023: loss = 11.7495 (0.053 sec/step)
INFO:tensorflow:global step 1024: loss = 10.4832 (0.057 sec/step)
INFO:tensorflow:global step 1025: loss = 12.8350 (0.058 sec/step)
INFO:tensorflow:global step 1026: loss = 4.0307 (0.054 sec/step)
INFO:tensorflow:global step 1027: loss = 10.5605 (0.055 sec/step)
INFO:tensorflow:global step 1028: loss = 10.7049 (0.056 sec/step)
INFO:tensorflow:global step 1029: loss = 6.1417 (0.057 sec/step)
INFO:tensorflow:global step 1030: loss = 10.2959 (0.055 sec/step)
INFO:tensorflow:global step 1031: loss = 13.5575 (0.053 sec/step)
INFO:tensorflow:global step 1032: loss = 11.4074 (0.061 sec/step)
INFO:tensorflow:global step 1033: loss = 11.3876 (0.056 sec/step)
INFO:tensorflow:global step 1034: loss = 13.2729 (0.056 sec/step)
INFO:tensorflow:global step 1035: loss = 8.4007 (0.058 sec/step)
INFO:tensorflow:global step 1036: loss = 8.2641 (0.053 sec/step)
INFO:tensorflow:global step 1037: loss = 9.0497 (0.056 sec/step)
INFO:tensorflow:global step 1038: loss = 10.4116 (0.054 sec/step)
INFO:tensorflow:global step 1039: loss = 8.5117 (0.062 sec/step)
INFO:tensorflow:global step 1040: loss = 11.9772 (0.053 sec/step)
INFO:tensorflow:global step 1041: loss = 10.3303 (0.059 sec/step)
INFO:tensorflow:global step 1042: loss = 11.1144 (0.059 sec/step)
INFO:tensorflow:global step 1043: loss = 6.3469 (0.055 sec/step)
INFO:tensorflow:global step 1044: loss = 6.5845 (0.060 sec/step)
INFO:tensorflow:global step 1045: loss = 8.4621 (0.054 sec/step)
INFO:tensorflow:global step 1046: loss = 19.4254 (0.057 sec/step)
INFO:tensorflow:global step 1047: loss = 12.8182 (0.054 sec/step)
INFO:tensorflow:global step 1048: loss = 9.5583 (0.053 sec/step)
INFO:tensorflow:global step 1049: loss = 10.4560 (0.054 sec/step)
INFO:tensorflow:global step 1050: loss = 14.2527 (0.055 sec/step)
INFO:tensorflow:global step 1051: loss = 13.3548 (0.058 sec/step)
INFO:tensorflow:global step 1052: loss = 11.1115 (0.057 sec/step)
INFO:tensorflow:global step 1053: loss = 10.4384 (0.059 sec/step)
INFO:tensorflow:global step 1054: loss = 16.1915 (0.065 sec/step)
INFO:tensorflow:global step 1055: loss = 14.5355 (0.056 sec/step)
INFO:tensorflow:global step 1056: loss = 7.1551 (0.058 sec/step)
INFO:tensorflow:global step 1057: loss = 9.9057 (0.055 sec/step)
INFO:tensorflow:global step 1058: loss = 7.0508 (0.061 sec/step)
INFO:tensorflow:global step 1059: loss = 9.9820 (0.059 sec/step)
INFO:tensorflow:global step 1060: loss = 13.2177 (0.055 sec/step)
INFO:tensorflow:global step 1061: loss = 7.8301 (0.054 sec/step)
INFO:tensorflow:global step 1062: loss = 7.1386 (0.052 sec/step)
INFO:tensorflow:global step 1063: loss = 13.4075 (0.055 sec/step)
INFO:tensorflow:global step 1064: loss = 5.4105 (0.064 sec/step)
INFO:tensorflow:global step 1065: loss = 8.9145 (0.058 sec/step)
INFO:tensorflow:global step 1066: loss = 6.6469 (0.056 sec/step)
INFO:tensorflow:global step 1067: loss = 9.8544 (0.052 sec/step)
INFO:tensorflow:global step 1068: loss = 10.1703 (0.057 sec/step)
INFO:tensorflow:global step 1069: loss = 20.3752 (0.060 sec/step)
INFO:tensorflow:global step 1070: loss = 9.2252 (0.058 sec/step)
INFO:tensorflow:global step 1071: loss = 8.4829 (0.059 sec/step)
INFO:tensorflow:global step 1072: loss = 12.4956 (0.056 sec/step)
INFO:tensorflow:global step 1073: loss = 6.9684 (0.052 sec/step)
INFO:tensorflow:global step 1074: loss = 16.2005 (0.054 sec/step)
INFO:tensorflow:global step 1075: loss = 7.4565 (0.056 sec/step)
INFO:tensorflow:global step 1076: loss = 9.4073 (0.053 sec/step)
INFO:tensorflow:global step 1077: loss = 11.9922 (0.054 sec/step)
INFO:tensorflow:global step 1078: loss = 6.3072 (0.055 sec/step)
INFO:tensorflow:global step 1079: loss = 12.5885 (0.052 sec/step)
INFO:tensorflow:global step 1080: loss = 8.6292 (0.053 sec/step)
INFO:tensorflow:global step 1081: loss = 7.2883 (0.059 sec/step)
INFO:tensorflow:global step 1082: loss = 13.8317 (0.055 sec/step)
INFO:tensorflow:global step 1083: loss = 9.1781 (0.055 sec/step)
INFO:tensorflow:global step 1084: loss = 13.2567 (0.054 sec/step)
INFO:tensorflow:global step 1085: loss = 7.5459 (0.056 sec/step)
INFO:tensorflow:global step 1086: loss = 10.1972 (0.055 sec/step)
INFO:tensorflow:global step 1087: loss = 3.5144 (0.056 sec/step)
INFO:tensorflow:global step 1088: loss = 11.0106 (0.056 sec/step)
INFO:tensorflow:global step 1089: loss = 8.8573 (0.058 sec/step)
INFO:tensorflow:global step 1090: loss = 6.4284 (0.054 sec/step)
INFO:tensorflow:global step 1091: loss = 13.5881 (0.055 sec/step)
INFO:tensorflow:global step 1092: loss = 14.4721 (0.054 sec/step)
INFO:tensorflow:global step 1093: loss = 13.9117 (0.056 sec/step)
INFO:tensorflow:global step 1094: loss = 3.8536 (0.060 sec/step)
INFO:tensorflow:global step 1095: loss = 9.2938 (0.055 sec/step)
INFO:tensorflow:global step 1096: loss = 9.4980 (0.059 sec/step)
INFO:tensorflow:global step 1097: loss = 11.1564 (0.060 sec/step)
INFO:tensorflow:global step 1098: loss = 11.4604 (0.054 sec/step)
INFO:tensorflow:global step 1099: loss = 9.2614 (0.054 sec/step)
INFO:tensorflow:global step 1100: loss = 8.1803 (0.054 sec/step)
INFO:tensorflow:global step 1101: loss = 7.8567 (0.057 sec/step)
INFO:tensorflow:global step 1102: loss = 10.7604 (0.058 sec/step)
INFO:tensorflow:global step 1103: loss = 6.0314 (0.059 sec/step)
INFO:tensorflow:global step 1104: loss = 9.2662 (0.059 sec/step)
INFO:tensorflow:global step 1105: loss = 13.1756 (0.062 sec/step)
INFO:tensorflow:global step 1106: loss = 8.4316 (0.055 sec/step)
INFO:tensorflow:global step 1107: loss = 12.8741 (0.053 sec/step)
INFO:tensorflow:global step 1108: loss = 5.1786 (0.061 sec/step)
INFO:tensorflow:global step 1109: loss = 14.1139 (0.057 sec/step)
INFO:tensorflow:global step 1110: loss = 9.5506 (0.056 sec/step)
INFO:tensorflow:global step 1111: loss = 14.8686 (0.057 sec/step)
INFO:tensorflow:global step 1112: loss = 13.7923 (0.057 sec/step)
INFO:tensorflow:global step 1113: loss = 11.6343 (0.056 sec/step)
INFO:tensorflow:global step 1114: loss = 9.3443 (0.062 sec/step)
INFO:tensorflow:global step 1115: loss = 16.4508 (0.058 sec/step)
INFO:tensorflow:global step 1116: loss = 8.1618 (0.056 sec/step)
INFO:tensorflow:global step 1117: loss = 5.8561 (0.053 sec/step)
INFO:tensorflow:global step 1118: loss = 8.5514 (0.057 sec/step)
INFO:tensorflow:global step 1119: loss = 14.8332 (0.064 sec/step)
INFO:tensorflow:global step 1120: loss = 8.2521 (0.057 sec/step)
INFO:tensorflow:global step 1121: loss = 5.0632 (0.060 sec/step)
INFO:tensorflow:global step 1122: loss = 9.2598 (0.056 sec/step)
INFO:tensorflow:global step 1123: loss = 7.7204 (0.054 sec/step)
INFO:tensorflow:global step 1124: loss = 12.9808 (0.057 sec/step)
INFO:tensorflow:global step 1125: loss = 8.4207 (0.061 sec/step)
INFO:tensorflow:global step 1126: loss = 11.1076 (0.057 sec/step)
INFO:tensorflow:global step 1127: loss = 10.4226 (0.054 sec/step)
INFO:tensorflow:global step 1128: loss = 13.4478 (0.053 sec/step)
INFO:tensorflow:global step 1129: loss = 9.4659 (0.053 sec/step)
INFO:tensorflow:global step 1130: loss = 10.3559 (0.059 sec/step)
INFO:tensorflow:global step 1131: loss = 13.8213 (0.056 sec/step)
INFO:tensorflow:global step 1132: loss = 7.2380 (0.059 sec/step)
INFO:tensorflow:global step 1133: loss = 7.6137 (0.059 sec/step)
INFO:tensorflow:global step 1134: loss = 8.5016 (0.059 sec/step)
INFO:tensorflow:global step 1135: loss = 10.0992 (0.054 sec/step)
INFO:tensorflow:global step 1136: loss = 10.4328 (0.056 sec/step)
INFO:tensorflow:global step 1137: loss = 9.6392 (0.064 sec/step)
INFO:tensorflow:global step 1138: loss = 9.6101 (0.061 sec/step)
INFO:tensorflow:global step 1139: loss = 5.5639 (0.057 sec/step)
INFO:tensorflow:global step 1140: loss = 5.2842 (0.056 sec/step)
INFO:tensorflow:global step 1141: loss = 8.0565 (0.055 sec/step)
INFO:tensorflow:global step 1142: loss = 4.4443 (0.055 sec/step)
INFO:tensorflow:global step 1143: loss = 8.9441 (0.063 sec/step)
INFO:tensorflow:global step 1144: loss = 9.7674 (0.057 sec/step)
INFO:tensorflow:global step 1145: loss = 7.6470 (0.057 sec/step)
INFO:tensorflow:global step 1146: loss = 6.8162 (0.057 sec/step)
INFO:tensorflow:global step 1147: loss = 5.9273 (0.054 sec/step)
INFO:tensorflow:global step 1148: loss = 8.9910 (0.055 sec/step)
INFO:tensorflow:global step 1149: loss = 14.6216 (0.060 sec/step)
INFO:tensorflow:global step 1150: loss = 7.9111 (0.057 sec/step)
INFO:tensorflow:global step 1151: loss = 7.8249 (0.055 sec/step)
INFO:tensorflow:global step 1152: loss = 6.2244 (0.060 sec/step)
INFO:tensorflow:global step 1153: loss = 5.7014 (0.059 sec/step)
INFO:tensorflow:global step 1154: loss = 12.4666 (0.064 sec/step)
INFO:tensorflow:global step 1155: loss = 17.6463 (0.056 sec/step)
INFO:tensorflow:global step 1156: loss = 7.7620 (0.056 sec/step)
INFO:tensorflow:global step 1157: loss = 9.5208 (0.060 sec/step)
INFO:tensorflow:global step 1158: loss = 0.4530 (0.053 sec/step)
INFO:tensorflow:global step 1159: loss = 10.2661 (0.058 sec/step)
INFO:tensorflow:global step 1160: loss = 12.1388 (0.054 sec/step)
INFO:tensorflow:global step 1161: loss = 14.1979 (0.058 sec/step)
INFO:tensorflow:global step 1162: loss = 9.6524 (0.060 sec/step)
INFO:tensorflow:global step 1163: loss = 8.2727 (0.055 sec/step)
INFO:tensorflow:global step 1164: loss = 7.3462 (0.054 sec/step)
INFO:tensorflow:global step 1165: loss = 5.8200 (0.056 sec/step)
INFO:tensorflow:global step 1166: loss = 10.4320 (0.063 sec/step)
INFO:tensorflow:global step 1167: loss = 7.7881 (0.058 sec/step)
INFO:tensorflow:global step 1168: loss = 5.4383 (0.054 sec/step)
INFO:tensorflow:global step 1169: loss = 10.0087 (0.057 sec/step)
INFO:tensorflow:global step 1170: loss = 24.6916 (0.055 sec/step)
INFO:tensorflow:global step 1171: loss = 11.2578 (0.056 sec/step)
INFO:tensorflow:global step 1172: loss = 6.1247 (0.054 sec/step)
INFO:tensorflow:global step 1173: loss = 7.8947 (0.056 sec/step)
INFO:tensorflow:global step 1174: loss = 6.5347 (0.058 sec/step)
INFO:tensorflow:global step 1175: loss = 3.9122 (0.055 sec/step)
INFO:tensorflow:global step 1176: loss = 15.5544 (0.055 sec/step)
INFO:tensorflow:global step 1177: loss = 18.2307 (0.055 sec/step)
INFO:tensorflow:global step 1178: loss = 8.7623 (0.054 sec/step)
INFO:tensorflow:global step 1179: loss = 10.5257 (0.065 sec/step)
INFO:tensorflow:global step 1180: loss = 9.1746 (0.053 sec/step)
INFO:tensorflow:global step 1181: loss = 10.1927 (0.056 sec/step)
INFO:tensorflow:global step 1182: loss = 15.3101 (0.056 sec/step)
INFO:tensorflow:global step 1183: loss = 19.3255 (0.054 sec/step)
INFO:tensorflow:global step 1184: loss = 10.4310 (0.056 sec/step)
INFO:tensorflow:global step 1185: loss = 7.3332 (0.059 sec/step)
INFO:tensorflow:global step 1186: loss = 16.6269 (0.063 sec/step)
INFO:tensorflow:global step 1187: loss = 9.1154 (0.055 sec/step)
INFO:tensorflow:global step 1188: loss = 9.9260 (0.056 sec/step)
INFO:tensorflow:global step 1189: loss = 8.6738 (0.058 sec/step)
INFO:tensorflow:global step 1190: loss = 9.8473 (0.055 sec/step)
INFO:tensorflow:global step 1191: loss = 11.8181 (0.057 sec/step)
INFO:tensorflow:global step 1192: loss = 12.8269 (0.058 sec/step)
INFO:tensorflow:global step 1193: loss = 12.6562 (0.054 sec/step)
INFO:tensorflow:global step 1194: loss = 10.4064 (0.057 sec/step)
INFO:tensorflow:global step 1195: loss = 10.0991 (0.058 sec/step)
INFO:tensorflow:global step 1196: loss = 15.5101 (0.056 sec/step)
INFO:tensorflow:global step 1197: loss = 6.9865 (0.056 sec/step)
INFO:tensorflow:global step 1198: loss = 7.9045 (0.056 sec/step)
INFO:tensorflow:global step 1199: loss = 11.3207 (0.055 sec/step)
INFO:tensorflow:global step 1200: loss = 10.7518 (0.059 sec/step)
INFO:tensorflow:global step 1201: loss = 8.1446 (0.055 sec/step)
INFO:tensorflow:global step 1202: loss = 8.9939 (0.059 sec/step)
INFO:tensorflow:global step 1203: loss = 9.8998 (0.054 sec/step)
INFO:tensorflow:global step 1204: loss = 9.9421 (0.057 sec/step)
INFO:tensorflow:global step 1205: loss = 10.0755 (0.057 sec/step)
INFO:tensorflow:global step 1206: loss = 11.1888 (0.059 sec/step)
INFO:tensorflow:global step 1207: loss = 9.5294 (0.057 sec/step)
INFO:tensorflow:global step 1208: loss = 6.2646 (0.056 sec/step)
INFO:tensorflow:global step 1209: loss = 10.4459 (0.053 sec/step)
INFO:tensorflow:global step 1210: loss = 10.7309 (0.058 sec/step)
INFO:tensorflow:global step 1211: loss = 8.2017 (0.059 sec/step)
INFO:tensorflow:global step 1212: loss = 9.5810 (0.056 sec/step)
INFO:tensorflow:global step 1213: loss = 7.7792 (0.058 sec/step)
INFO:tensorflow:global step 1214: loss = 7.6410 (0.056 sec/step)
INFO:tensorflow:global step 1215: loss = 5.5315 (0.054 sec/step)
INFO:tensorflow:global step 1216: loss = 7.6336 (0.057 sec/step)
INFO:tensorflow:global step 1217: loss = 6.9390 (0.059 sec/step)
INFO:tensorflow:global step 1218: loss = 11.3395 (0.055 sec/step)
Corrupt JPEG data: 240 extraneous bytes before marker 0xd9
INFO:tensorflow:global step 1219: loss = 11.4463 (0.054 sec/step)
INFO:tensorflow:global step 1220: loss = 7.7292 (0.057 sec/step)
INFO:tensorflow:global step 1221: loss = 16.3229 (0.054 sec/step)
INFO:tensorflow:global step 1222: loss = 12.6402 (0.059 sec/step)
INFO:tensorflow:global step 1223: loss = 6.0683 (0.059 sec/step)
INFO:tensorflow:global step 1224: loss = 10.0694 (0.057 sec/step)
INFO:tensorflow:global step 1225: loss = 4.1077 (0.063 sec/step)
INFO:tensorflow:global step 1226: loss = 17.1238 (0.054 sec/step)
INFO:tensorflow:global step 1227: loss = 8.6930 (0.059 sec/step)
INFO:tensorflow:global step 1228: loss = 6.8464 (0.058 sec/step)
INFO:tensorflow:global step 1229: loss = 8.3472 (0.053 sec/step)
INFO:tensorflow:global step 1230: loss = 15.4930 (0.058 sec/step)
INFO:tensorflow:global step 1231: loss = 8.2383 (0.058 sec/step)
INFO:tensorflow:global step 1232: loss = 8.3179 (0.052 sec/step)
INFO:tensorflow:global step 1233: loss = 11.4117 (0.057 sec/step)
INFO:tensorflow:global step 1234: loss = 5.2803 (0.058 sec/step)
INFO:tensorflow:global step 1235: loss = 4.4792 (0.054 sec/step)
INFO:tensorflow:global step 1236: loss = 8.8717 (0.058 sec/step)
INFO:tensorflow:global step 1237: loss = 7.2675 (0.059 sec/step)
INFO:tensorflow:global step 1238: loss = 9.2302 (0.062 sec/step)
INFO:tensorflow:global step 1239: loss = 11.1848 (0.059 sec/step)
INFO:tensorflow:global step 1240: loss = 9.7889 (0.059 sec/step)
INFO:tensorflow:global step 1241: loss = 12.4330 (0.058 sec/step)
INFO:tensorflow:global step 1242: loss = 7.9431 (0.057 sec/step)
INFO:tensorflow:global step 1243: loss = 6.5366 (0.056 sec/step)
INFO:tensorflow:global step 1244: loss = 8.6311 (0.058 sec/step)
INFO:tensorflow:global step 1245: loss = 17.2010 (0.054 sec/step)
INFO:tensorflow:global step 1246: loss = 14.0077 (0.054 sec/step)
INFO:tensorflow:global step 1247: loss = 13.1749 (0.058 sec/step)
INFO:tensorflow:global step 1248: loss = 15.1185 (0.059 sec/step)
INFO:tensorflow:global step 1249: loss = 18.6705 (0.055 sec/step)
INFO:tensorflow:global step 1250: loss = 6.7862 (0.060 sec/step)
INFO:tensorflow:global step 1251: loss = 11.8177 (0.060 sec/step)
INFO:tensorflow:global step 1252: loss = 8.0545 (0.060 sec/step)
INFO:tensorflow:global step 1253: loss = 15.6745 (0.056 sec/step)
INFO:tensorflow:global step 1254: loss = 14.7116 (0.067 sec/step)
INFO:tensorflow:global step 1255: loss = 6.4182 (0.063 sec/step)
INFO:tensorflow:global step 1256: loss = 9.2609 (0.059 sec/step)
INFO:tensorflow:global step 1257: loss = 9.3192 (0.054 sec/step)
INFO:tensorflow:global step 1258: loss = 9.9152 (0.055 sec/step)
INFO:tensorflow:global step 1259: loss = 9.3098 (0.056 sec/step)
INFO:tensorflow:global step 1260: loss = 15.2564 (0.057 sec/step)
INFO:tensorflow:global step 1261: loss = 10.2836 (0.057 sec/step)
INFO:tensorflow:global step 1262: loss = 10.2426 (0.055 sec/step)
INFO:tensorflow:global step 1263: loss = 12.1259 (0.057 sec/step)
INFO:tensorflow:global step 1264: loss = 11.7898 (0.055 sec/step)
INFO:tensorflow:global step 1265: loss = 10.5799 (0.058 sec/step)
INFO:tensorflow:global step 1266: loss = 8.7524 (0.057 sec/step)
INFO:tensorflow:global step 1267: loss = 10.6186 (0.058 sec/step)
INFO:tensorflow:global step 1268: loss = 9.5290 (0.058 sec/step)
INFO:tensorflow:global step 1269: loss = 8.9936 (0.057 sec/step)
INFO:tensorflow:global step 1270: loss = 6.7955 (0.053 sec/step)
INFO:tensorflow:global step 1271: loss = 12.4340 (0.058 sec/step)
INFO:tensorflow:global step 1272: loss = 8.6057 (0.057 sec/step)
INFO:tensorflow:global step 1273: loss = 10.5572 (0.059 sec/step)
INFO:tensorflow:global step 1274: loss = 11.6235 (0.063 sec/step)
INFO:tensorflow:global step 1275: loss = 5.1330 (0.056 sec/step)
INFO:tensorflow:global step 1276: loss = 7.6392 (0.055 sec/step)
INFO:tensorflow:global step 1277: loss = 12.0069 (0.061 sec/step)
INFO:tensorflow:global step 1278: loss = 7.9440 (0.059 sec/step)
INFO:tensorflow:global step 1279: loss = 7.8037 (0.057 sec/step)
INFO:tensorflow:global step 1280: loss = 9.5920 (0.055 sec/step)
INFO:tensorflow:global step 1281: loss = 7.3064 (0.058 sec/step)
INFO:tensorflow:global step 1282: loss = 5.9637 (0.058 sec/step)
INFO:tensorflow:global step 1283: loss = 12.3419 (0.054 sec/step)
INFO:tensorflow:global step 1284: loss = 9.0783 (0.054 sec/step)
INFO:tensorflow:global step 1285: loss = 7.4503 (0.059 sec/step)
INFO:tensorflow:global step 1286: loss = 10.8905 (0.053 sec/step)
INFO:tensorflow:global step 1287: loss = 9.4326 (0.055 sec/step)
INFO:tensorflow:global step 1288: loss = 14.1067 (0.061 sec/step)
INFO:tensorflow:global step 1289: loss = 14.5516 (0.063 sec/step)
INFO:tensorflow:global step 1290: loss = 11.0809 (0.055 sec/step)
INFO:tensorflow:global step 1291: loss = 9.8852 (0.054 sec/step)
INFO:tensorflow:global step 1292: loss = 8.6891 (0.058 sec/step)
INFO:tensorflow:global step 1293: loss = 5.5677 (0.057 sec/step)
INFO:tensorflow:global step 1294: loss = 14.6325 (0.055 sec/step)
INFO:tensorflow:global step 1295: loss = 9.6106 (0.058 sec/step)
INFO:tensorflow:global step 1296: loss = 5.1333 (0.062 sec/step)
INFO:tensorflow:global step 1297: loss = 17.9735 (0.055 sec/step)
INFO:tensorflow:global step 1298: loss = 13.3216 (0.057 sec/step)
INFO:tensorflow:global step 1299: loss = 8.0948 (0.056 sec/step)
INFO:tensorflow:global step 1300: loss = 5.4465 (0.057 sec/step)
INFO:tensorflow:global step 1301: loss = 3.5950 (0.060 sec/step)
INFO:tensorflow:global step 1302: loss = 6.5231 (0.059 sec/step)
INFO:tensorflow:global step 1303: loss = 6.1300 (0.060 sec/step)
INFO:tensorflow:global step 1304: loss = 6.9219 (0.060 sec/step)
INFO:tensorflow:global step 1305: loss = 9.1629 (0.057 sec/step)
INFO:tensorflow:global step 1306: loss = 11.8509 (0.059 sec/step)
INFO:tensorflow:global step 1307: loss = 11.9330 (0.060 sec/step)
INFO:tensorflow:global step 1308: loss = 16.5254 (0.056 sec/step)
INFO:tensorflow:global step 1309: loss = 7.7344 (0.053 sec/step)
INFO:tensorflow:global step 1310: loss = 6.7441 (0.053 sec/step)
INFO:tensorflow:global step 1311: loss = 3.2009 (0.056 sec/step)
INFO:tensorflow:global step 1312: loss = 4.6474 (0.056 sec/step)
INFO:tensorflow:global step 1313: loss = 14.8767 (0.056 sec/step)
INFO:tensorflow:global step 1314: loss = 11.5170 (0.056 sec/step)
INFO:tensorflow:global step 1315: loss = 9.9236 (0.055 sec/step)
INFO:tensorflow:global step 1316: loss = 12.1732 (0.054 sec/step)
INFO:tensorflow:global step 1317: loss = 8.7450 (0.055 sec/step)
INFO:tensorflow:global step 1318: loss = 16.2405 (0.053 sec/step)
INFO:tensorflow:global step 1319: loss = 13.5719 (0.066 sec/step)
INFO:tensorflow:global step 1320: loss = 8.9048 (0.054 sec/step)
INFO:tensorflow:global step 1321: loss = 7.9045 (0.063 sec/step)
INFO:tensorflow:global step 1322: loss = 10.1447 (0.061 sec/step)
INFO:tensorflow:global step 1323: loss = 9.4832 (0.057 sec/step)
INFO:tensorflow:global step 1324: loss = 9.0699 (0.060 sec/step)
INFO:tensorflow:global step 1325: loss = 12.3519 (0.056 sec/step)
INFO:tensorflow:global step 1326: loss = 15.2645 (0.059 sec/step)
INFO:tensorflow:global step 1327: loss = 7.3077 (0.054 sec/step)
INFO:tensorflow:global step 1328: loss = 8.1225 (0.057 sec/step)
INFO:tensorflow:global step 1329: loss = 10.4148 (0.065 sec/step)
INFO:tensorflow:global step 1330: loss = 6.1221 (0.061 sec/step)
INFO:tensorflow:global step 1331: loss = 0.4528 (0.055 sec/step)
INFO:tensorflow:global step 1332: loss = 9.4782 (0.057 sec/step)
INFO:tensorflow:global step 1333: loss = 10.6250 (0.057 sec/step)
INFO:tensorflow:global step 1334: loss = 8.7816 (0.056 sec/step)
INFO:tensorflow:global step 1335: loss = 5.0265 (0.059 sec/step)
INFO:tensorflow:global step 1336: loss = 5.3542 (0.060 sec/step)
INFO:tensorflow:global step 1337: loss = 10.6611 (0.060 sec/step)
INFO:tensorflow:global step 1338: loss = 11.0731 (0.061 sec/step)
INFO:tensorflow:global step 1339: loss = 12.3161 (0.055 sec/step)
INFO:tensorflow:global step 1340: loss = 10.0010 (0.058 sec/step)
INFO:tensorflow:global step 1341: loss = 19.8764 (0.062 sec/step)
INFO:tensorflow:global step 1342: loss = 11.9974 (0.063 sec/step)
INFO:tensorflow:global step 1343: loss = 10.8343 (0.058 sec/step)
INFO:tensorflow:global step 1344: loss = 13.0044 (0.058 sec/step)
INFO:tensorflow:global step 1345: loss = 8.8027 (0.056 sec/step)
INFO:tensorflow:global step 1346: loss = 10.8864 (0.059 sec/step)
INFO:tensorflow:global step 1347: loss = 8.9626 (0.054 sec/step)
INFO:tensorflow:global step 1348: loss = 6.0898 (0.058 sec/step)
INFO:tensorflow:global step 1349: loss = 5.7589 (0.056 sec/step)
INFO:tensorflow:global step 1350: loss = 10.0898 (0.061 sec/step)
INFO:tensorflow:global step 1351: loss = 9.2704 (0.056 sec/step)
INFO:tensorflow:global step 1352: loss = 12.6046 (0.059 sec/step)
INFO:tensorflow:global step 1353: loss = 7.0981 (0.060 sec/step)
INFO:tensorflow:global step 1354: loss = 9.0720 (0.055 sec/step)
INFO:tensorflow:global step 1355: loss = 11.4302 (0.056 sec/step)
INFO:tensorflow:global step 1356: loss = 6.4580 (0.057 sec/step)
INFO:tensorflow:global step 1357: loss = 8.5835 (0.056 sec/step)
INFO:tensorflow:global step 1358: loss = 6.9551 (0.057 sec/step)
INFO:tensorflow:global step 1359: loss = 7.5109 (0.057 sec/step)
INFO:tensorflow:global step 1360: loss = 8.4268 (0.058 sec/step)
INFO:tensorflow:global step 1361: loss = 6.3072 (0.059 sec/step)
INFO:tensorflow:global step 1362: loss = 7.5522 (0.053 sec/step)
INFO:tensorflow:global step 1363: loss = 12.5029 (0.061 sec/step)
INFO:tensorflow:global step 1364: loss = 4.3707 (0.056 sec/step)
INFO:tensorflow:global step 1365: loss = 9.2300 (0.057 sec/step)
INFO:tensorflow:global step 1366: loss = 6.8285 (0.057 sec/step)
INFO:tensorflow:global step 1367: loss = 6.7214 (0.065 sec/step)
INFO:tensorflow:global step 1368: loss = 15.4063 (0.064 sec/step)
INFO:tensorflow:global step 1369: loss = 9.5393 (0.061 sec/step)
INFO:tensorflow:global step 1370: loss = 12.7183 (0.060 sec/step)
INFO:tensorflow:global step 1371: loss = 6.5957 (0.060 sec/step)
INFO:tensorflow:global step 1372: loss = 8.9067 (0.058 sec/step)
INFO:tensorflow:global step 1373: loss = 9.6050 (0.058 sec/step)
INFO:tensorflow:global step 1374: loss = 11.1855 (0.057 sec/step)
INFO:tensorflow:global step 1375: loss = 5.3210 (0.055 sec/step)
INFO:tensorflow:global step 1376: loss = 9.1280 (0.072 sec/step)
INFO:tensorflow:global step 1377: loss = 5.8235 (0.057 sec/step)
INFO:tensorflow:global step 1378: loss = 11.1335 (0.059 sec/step)
INFO:tensorflow:global step 1379: loss = 8.9612 (0.055 sec/step)
INFO:tensorflow:global step 1380: loss = 9.7813 (0.057 sec/step)
INFO:tensorflow:global step 1381: loss = 11.1555 (0.057 sec/step)
INFO:tensorflow:global step 1382: loss = 5.0950 (0.058 sec/step)
INFO:tensorflow:global step 1383: loss = 10.7270 (0.054 sec/step)
INFO:tensorflow:global step 1384: loss = 5.5312 (0.058 sec/step)
INFO:tensorflow:global step 1385: loss = 4.9999 (0.057 sec/step)
INFO:tensorflow:global step 1386: loss = 10.1428 (0.054 sec/step)
INFO:tensorflow:global step 1387: loss = 6.4351 (0.061 sec/step)
INFO:tensorflow:global step 1388: loss = 8.0863 (0.061 sec/step)
INFO:tensorflow:global step 1389: loss = 12.4113 (0.056 sec/step)
INFO:tensorflow:global step 1390: loss = 7.3419 (0.057 sec/step)
INFO:tensorflow:global step 1391: loss = 0.4528 (0.053 sec/step)
INFO:tensorflow:global step 1392: loss = 6.8810 (0.058 sec/step)
INFO:tensorflow:global step 1393: loss = 7.8472 (0.055 sec/step)
INFO:tensorflow:global step 1394: loss = 10.0453 (0.055 sec/step)
INFO:tensorflow:global step 1395: loss = 4.3934 (0.063 sec/step)
INFO:tensorflow:global step 1396: loss = 8.7370 (0.054 sec/step)
INFO:tensorflow:global step 1397: loss = 18.0597 (0.059 sec/step)
INFO:tensorflow:global step 1398: loss = 8.6125 (0.057 sec/step)
INFO:tensorflow:global step 1399: loss = 8.6406 (0.056 sec/step)
INFO:tensorflow:global step 1400: loss = 6.5944 (0.053 sec/step)
INFO:tensorflow:global step 1401: loss = 10.3532 (0.054 sec/step)
INFO:tensorflow:global step 1402: loss = 6.4329 (0.060 sec/step)
INFO:tensorflow:global step 1403: loss = 10.3479 (0.060 sec/step)
INFO:tensorflow:global step 1404: loss = 14.8874 (0.056 sec/step)
INFO:tensorflow:global step 1405: loss = 19.0030 (0.054 sec/step)
INFO:tensorflow:global step 1406: loss = 11.7249 (0.055 sec/step)
INFO:tensorflow:global step 1407: loss = 14.0272 (0.054 sec/step)
INFO:tensorflow:global step 1408: loss = 16.3945 (0.057 sec/step)
INFO:tensorflow:global step 1409: loss = 12.0374 (0.060 sec/step)
INFO:tensorflow:global step 1410: loss = 4.3851 (0.056 sec/step)
INFO:tensorflow:global step 1411: loss = 11.3722 (0.057 sec/step)
INFO:tensorflow:global step 1412: loss = 4.0289 (0.054 sec/step)
INFO:tensorflow:global step 1413: loss = 8.6403 (0.052 sec/step)
INFO:tensorflow:global step 1414: loss = 9.3083 (0.050 sec/step)
INFO:tensorflow:global step 1415: loss = 7.9674 (0.054 sec/step)
INFO:tensorflow:global step 1416: loss = 13.9325 (0.055 sec/step)
INFO:tensorflow:global step 1417: loss = 12.0009 (0.056 sec/step)
INFO:tensorflow:global step 1418: loss = 5.1051 (0.060 sec/step)
INFO:tensorflow:global step 1419: loss = 16.1314 (0.060 sec/step)
INFO:tensorflow:global step 1420: loss = 14.2247 (0.056 sec/step)
INFO:tensorflow:global step 1421: loss = 12.9768 (0.060 sec/step)
INFO:tensorflow:global step 1422: loss = 8.8010 (0.055 sec/step)
INFO:tensorflow:global step 1423: loss = 10.0310 (0.063 sec/step)
INFO:tensorflow:global step 1424: loss = 4.0912 (0.052 sec/step)
INFO:tensorflow:global step 1425: loss = 11.8020 (0.056 sec/step)
INFO:tensorflow:global step 1426: loss = 5.5507 (0.053 sec/step)
INFO:tensorflow:global step 1427: loss = 12.6016 (0.059 sec/step)
INFO:tensorflow:global step 1428: loss = 4.6777 (0.058 sec/step)
INFO:tensorflow:global step 1429: loss = 5.3381 (0.056 sec/step)
INFO:tensorflow:global step 1430: loss = 12.0156 (0.059 sec/step)
INFO:tensorflow:global step 1431: loss = 6.6236 (0.057 sec/step)
INFO:tensorflow:global step 1432: loss = 9.6098 (0.057 sec/step)
INFO:tensorflow:global step 1433: loss = 15.3400 (0.054 sec/step)
INFO:tensorflow:global step 1434: loss = 9.0070 (0.057 sec/step)
INFO:tensorflow:global step 1435: loss = 9.8234 (0.058 sec/step)
INFO:tensorflow:global step 1436: loss = 12.0236 (0.056 sec/step)
INFO:tensorflow:global step 1437: loss = 12.5804 (0.056 sec/step)
INFO:tensorflow:global step 1438: loss = 6.8344 (0.052 sec/step)
INFO:tensorflow:global step 1439: loss = 8.2168 (0.058 sec/step)
INFO:tensorflow:global step 1440: loss = 17.4768 (0.056 sec/step)
INFO:tensorflow:global step 1441: loss = 9.3900 (0.056 sec/step)
INFO:tensorflow:global step 1442: loss = 8.6108 (0.060 sec/step)
INFO:tensorflow:global step 1443: loss = 9.7176 (0.060 sec/step)
INFO:tensorflow:global step 1444: loss = 8.1545 (0.054 sec/step)
INFO:tensorflow:global step 1445: loss = 18.3367 (0.055 sec/step)
INFO:tensorflow:global step 1446: loss = 4.7870 (0.056 sec/step)
INFO:tensorflow:global step 1447: loss = 8.3127 (0.056 sec/step)
INFO:tensorflow:global step 1448: loss = 10.8403 (0.056 sec/step)
INFO:tensorflow:global step 1449: loss = 10.4149 (0.057 sec/step)
INFO:tensorflow:global step 1450: loss = 8.2193 (0.056 sec/step)
INFO:tensorflow:global step 1451: loss = 8.3615 (0.056 sec/step)
INFO:tensorflow:global step 1452: loss = 5.5286 (0.058 sec/step)
INFO:tensorflow:global step 1453: loss = 7.1561 (0.061 sec/step)
INFO:tensorflow:global step 1454: loss = 14.2612 (0.057 sec/step)
INFO:tensorflow:global step 1455: loss = 12.7638 (0.060 sec/step)
INFO:tensorflow:global step 1456: loss = 10.5595 (0.059 sec/step)
INFO:tensorflow:global step 1457: loss = 10.4947 (0.054 sec/step)
INFO:tensorflow:global step 1458: loss = 8.5171 (0.056 sec/step)
INFO:tensorflow:global step 1459: loss = 10.9502 (0.057 sec/step)
INFO:tensorflow:global step 1460: loss = 7.8589 (0.059 sec/step)
INFO:tensorflow:global step 1461: loss = 9.1456 (0.056 sec/step)
INFO:tensorflow:global step 1462: loss = 12.7160 (0.057 sec/step)
INFO:tensorflow:global step 1463: loss = 8.0924 (0.054 sec/step)
INFO:tensorflow:global step 1464: loss = 0.4527 (0.053 sec/step)
INFO:tensorflow:global step 1465: loss = 12.2125 (0.056 sec/step)
INFO:tensorflow:global step 1466: loss = 10.9272 (0.055 sec/step)
INFO:tensorflow:global step 1467: loss = 7.1810 (0.056 sec/step)
INFO:tensorflow:global step 1468: loss = 5.0558 (0.058 sec/step)
INFO:tensorflow:global step 1469: loss = 13.1425 (0.056 sec/step)
INFO:tensorflow:global step 1470: loss = 12.1761 (0.055 sec/step)
INFO:tensorflow:global step 1471: loss = 11.7520 (0.059 sec/step)
INFO:tensorflow:global step 1472: loss = 10.4196 (0.054 sec/step)
INFO:tensorflow:global step 1473: loss = 6.9154 (0.059 sec/step)
INFO:tensorflow:global step 1474: loss = 8.9417 (0.053 sec/step)
INFO:tensorflow:global step 1475: loss = 9.1378 (0.056 sec/step)
INFO:tensorflow:global step 1476: loss = 4.1149 (0.057 sec/step)
INFO:tensorflow:global step 1477: loss = 9.0442 (0.069 sec/step)
INFO:tensorflow:global step 1478: loss = 6.6995 (0.059 sec/step)
INFO:tensorflow:global step 1479: loss = 5.1443 (0.056 sec/step)
INFO:tensorflow:global step 1480: loss = 10.1351 (0.056 sec/step)
INFO:tensorflow:global step 1481: loss = 8.2755 (0.054 sec/step)
INFO:tensorflow:global step 1482: loss = 0.4527 (0.053 sec/step)
INFO:tensorflow:global step 1483: loss = 9.2213 (0.054 sec/step)
INFO:tensorflow:global step 1484: loss = 11.5048 (0.053 sec/step)
INFO:tensorflow:global step 1485: loss = 18.7819 (0.054 sec/step)
INFO:tensorflow:global step 1486: loss = 11.1335 (0.054 sec/step)
INFO:tensorflow:global step 1487: loss = 6.7171 (0.056 sec/step)
INFO:tensorflow:global step 1488: loss = 7.8485 (0.062 sec/step)
INFO:tensorflow:global step 1489: loss = 7.1208 (0.059 sec/step)
INFO:tensorflow:global step 1490: loss = 8.2273 (0.058 sec/step)
INFO:tensorflow:global step 1491: loss = 7.9508 (0.056 sec/step)
INFO:tensorflow:global step 1492: loss = 5.9659 (0.061 sec/step)
INFO:tensorflow:global step 1493: loss = 8.4697 (0.056 sec/step)
INFO:tensorflow:global step 1494: loss = 8.5349 (0.054 sec/step)
INFO:tensorflow:global step 1495: loss = 8.4938 (0.058 sec/step)
INFO:tensorflow:global step 1496: loss = 13.2437 (0.065 sec/step)
INFO:tensorflow:global step 1497: loss = 4.8892 (0.057 sec/step)
INFO:tensorflow:global step 1498: loss = 19.3766 (0.058 sec/step)
INFO:tensorflow:global step 1499: loss = 5.9355 (0.056 sec/step)
INFO:tensorflow:global step 1500: loss = 4.0130 (0.058 sec/step)
INFO:tensorflow:global step 1501: loss = 9.1400 (0.056 sec/step)
INFO:tensorflow:global step 1502: loss = 10.5401 (0.056 sec/step)
INFO:tensorflow:global step 1503: loss = 8.2370 (0.058 sec/step)
INFO:tensorflow:global step 1504: loss = 5.2853 (0.058 sec/step)
INFO:tensorflow:global step 1505: loss = 7.6921 (0.055 sec/step)
INFO:tensorflow:global step 1506: loss = 11.5088 (0.063 sec/step)
INFO:tensorflow:global step 1507: loss = 6.9445 (0.056 sec/step)
INFO:tensorflow:global step 1508: loss = 6.0632 (0.060 sec/step)
INFO:tensorflow:global step 1509: loss = 10.6535 (0.055 sec/step)
INFO:tensorflow:global step 1510: loss = 6.3268 (0.056 sec/step)
INFO:tensorflow:global step 1511: loss = 11.1051 (0.059 sec/step)
INFO:tensorflow:global step 1512: loss = 11.9963 (0.057 sec/step)
INFO:tensorflow:global step 1513: loss = 5.8265 (0.056 sec/step)
INFO:tensorflow:global step 1514: loss = 9.5872 (0.055 sec/step)
INFO:tensorflow:global step 1515: loss = 4.7771 (0.057 sec/step)
INFO:tensorflow:global step 1516: loss = 10.7612 (0.056 sec/step)
INFO:tensorflow:global step 1517: loss = 7.7651 (0.060 sec/step)
INFO:tensorflow:global step 1518: loss = 12.6682 (0.058 sec/step)
INFO:tensorflow:global step 1519: loss = 8.4158 (0.055 sec/step)
INFO:tensorflow:global step 1520: loss = 11.4856 (0.055 sec/step)
INFO:tensorflow:global step 1521: loss = 10.2646 (0.061 sec/step)
INFO:tensorflow:global step 1522: loss = 11.9879 (0.061 sec/step)
INFO:tensorflow:global step 1523: loss = 9.8451 (0.053 sec/step)
INFO:tensorflow:global step 1524: loss = 12.6119 (0.053 sec/step)
INFO:tensorflow:global step 1525: loss = 6.7134 (0.054 sec/step)
INFO:tensorflow:global step 1526: loss = 9.5447 (0.054 sec/step)
INFO:tensorflow:global step 1527: loss = 13.5872 (0.055 sec/step)
INFO:tensorflow:global step 1528: loss = 10.1745 (0.056 sec/step)
INFO:tensorflow:global step 1529: loss = 9.8629 (0.054 sec/step)
INFO:tensorflow:global step 1530: loss = 11.9210 (0.056 sec/step)
INFO:tensorflow:global step 1531: loss = 11.6324 (0.054 sec/step)
INFO:tensorflow:global step 1532: loss = 8.1873 (0.057 sec/step)
INFO:tensorflow:global step 1533: loss = 6.9967 (0.055 sec/step)
INFO:tensorflow:global step 1534: loss = 12.7690 (0.057 sec/step)
INFO:tensorflow:global step 1535: loss = 9.2592 (0.055 sec/step)
INFO:tensorflow:global step 1536: loss = 8.7561 (0.057 sec/step)
INFO:tensorflow:global step 1537: loss = 8.4485 (0.055 sec/step)
INFO:tensorflow:global step 1538: loss = 15.1326 (0.054 sec/step)
INFO:tensorflow:global step 1539: loss = 9.2358 (0.057 sec/step)
INFO:tensorflow:global step 1540: loss = 9.7706 (0.058 sec/step)
INFO:tensorflow:global step 1541: loss = 5.6644 (0.058 sec/step)
INFO:tensorflow:global step 1542: loss = 8.1165 (0.059 sec/step)
INFO:tensorflow:global step 1543: loss = 6.9942 (0.061 sec/step)
INFO:tensorflow:global step 1544: loss = 10.8293 (0.057 sec/step)
INFO:tensorflow:global step 1545: loss = 6.7850 (0.057 sec/step)
INFO:tensorflow:global step 1546: loss = 11.4542 (0.056 sec/step)
INFO:tensorflow:global step 1547: loss = 7.8442 (0.054 sec/step)
INFO:tensorflow:global step 1548: loss = 11.7467 (0.054 sec/step)
INFO:tensorflow:global step 1549: loss = 8.9978 (0.054 sec/step)
INFO:tensorflow:global step 1550: loss = 5.7776 (0.056 sec/step)
INFO:tensorflow:global step 1551: loss = 4.8790 (0.061 sec/step)
INFO:tensorflow:global step 1552: loss = 8.3032 (0.057 sec/step)
INFO:tensorflow:global step 1553: loss = 10.2723 (0.055 sec/step)
INFO:tensorflow:global step 1554: loss = 6.4757 (0.052 sec/step)
INFO:tensorflow:global step 1555: loss = 7.9814 (0.059 sec/step)
INFO:tensorflow:global step 1556: loss = 13.5665 (0.054 sec/step)
INFO:tensorflow:global step 1557: loss = 10.6646 (0.059 sec/step)
INFO:tensorflow:global step 1558: loss = 3.8428 (0.057 sec/step)
INFO:tensorflow:global step 1559: loss = 8.5271 (0.063 sec/step)
INFO:tensorflow:global step 1560: loss = 9.5789 (0.056 sec/step)
INFO:tensorflow:global step 1561: loss = 15.2085 (0.056 sec/step)
INFO:tensorflow:global step 1562: loss = 14.3601 (0.058 sec/step)
INFO:tensorflow:global step 1563: loss = 9.3967 (0.063 sec/step)
INFO:tensorflow:global step 1564: loss = 12.4413 (0.059 sec/step)
INFO:tensorflow:global step 1565: loss = 9.0739 (0.054 sec/step)
INFO:tensorflow:global step 1566: loss = 9.8985 (0.058 sec/step)
INFO:tensorflow:global step 1567: loss = 9.7379 (0.057 sec/step)
INFO:tensorflow:global step 1568: loss = 7.9835 (0.059 sec/step)
INFO:tensorflow:global step 1569: loss = 8.6289 (0.056 sec/step)
INFO:tensorflow:global step 1570: loss = 7.3725 (0.063 sec/step)
INFO:tensorflow:global step 1571: loss = 6.3714 (0.060 sec/step)
INFO:tensorflow:global step 1572: loss = 6.9685 (0.054 sec/step)
INFO:tensorflow:global step 1573: loss = 10.5129 (0.054 sec/step)
INFO:tensorflow:global step 1574: loss = 9.0887 (0.062 sec/step)
INFO:tensorflow:global step 1575: loss = 10.4367 (0.060 sec/step)
INFO:tensorflow:global step 1576: loss = 11.7454 (0.055 sec/step)
INFO:tensorflow:global step 1577: loss = 6.8078 (0.056 sec/step)
INFO:tensorflow:global step 1578: loss = 10.8194 (0.056 sec/step)
INFO:tensorflow:global step 1579: loss = 5.9948 (0.066 sec/step)
INFO:tensorflow:global step 1580: loss = 15.8939 (0.058 sec/step)
INFO:tensorflow:global step 1581: loss = 10.1315 (0.055 sec/step)
INFO:tensorflow:global step 1582: loss = 11.8714 (0.060 sec/step)
INFO:tensorflow:global step 1583: loss = 15.0957 (0.056 sec/step)
INFO:tensorflow:global step 1584: loss = 7.7710 (0.057 sec/step)
INFO:tensorflow:global step 1585: loss = 8.1786 (0.058 sec/step)
INFO:tensorflow:global step 1586: loss = 9.6634 (0.060 sec/step)
INFO:tensorflow:global step 1587: loss = 12.2906 (0.056 sec/step)
INFO:tensorflow:global step 1588: loss = 11.5412 (0.054 sec/step)
INFO:tensorflow:global step 1589: loss = 7.0205 (0.055 sec/step)
INFO:tensorflow:global step 1590: loss = 8.6615 (0.058 sec/step)
INFO:tensorflow:global step 1591: loss = 12.2859 (0.056 sec/step)
INFO:tensorflow:global step 1592: loss = 7.4394 (0.059 sec/step)
INFO:tensorflow:global step 1593: loss = 8.4097 (0.055 sec/step)
INFO:tensorflow:global step 1594: loss = 10.7312 (0.057 sec/step)
INFO:tensorflow:global step 1595: loss = 9.5298 (0.055 sec/step)
INFO:tensorflow:global step 1596: loss = 13.5837 (0.058 sec/step)
INFO:tensorflow:global step 1597: loss = 6.7707 (0.058 sec/step)
INFO:tensorflow:global step 1598: loss = 8.8965 (0.059 sec/step)
INFO:tensorflow:global step 1599: loss = 10.6233 (0.057 sec/step)
INFO:tensorflow:global step 1600: loss = 7.1140 (0.058 sec/step)
INFO:tensorflow:global step 1601: loss = 9.3360 (0.054 sec/step)
INFO:tensorflow:global step 1602: loss = 5.1553 (0.056 sec/step)
INFO:tensorflow:global step 1603: loss = 8.5350 (0.057 sec/step)
INFO:tensorflow:global step 1604: loss = 6.7477 (0.056 sec/step)
INFO:tensorflow:global step 1605: loss = 13.6125 (0.059 sec/step)
INFO:tensorflow:global step 1606: loss = 11.2433 (0.054 sec/step)
INFO:tensorflow:global step 1607: loss = 6.9909 (0.057 sec/step)
INFO:tensorflow:global step 1608: loss = 6.1930 (0.059 sec/step)
INFO:tensorflow:global step 1609: loss = 13.1871 (0.064 sec/step)
INFO:tensorflow:global step 1610: loss = 8.8709 (0.061 sec/step)
INFO:tensorflow:global step 1611: loss = 8.4217 (0.057 sec/step)
INFO:tensorflow:global step 1612: loss = 9.1153 (0.057 sec/step)
INFO:tensorflow:global step 1613: loss = 7.4867 (0.060 sec/step)
INFO:tensorflow:global step 1614: loss = 9.5365 (0.059 sec/step)
INFO:tensorflow:global step 1615: loss = 11.1348 (0.058 sec/step)
INFO:tensorflow:global step 1616: loss = 11.3603 (0.058 sec/step)
INFO:tensorflow:global step 1617: loss = 11.6593 (0.053 sec/step)
INFO:tensorflow:global step 1618: loss = 8.0088 (0.056 sec/step)
INFO:tensorflow:global step 1619: loss = 7.5081 (0.052 sec/step)
INFO:tensorflow:global step 1620: loss = 9.0409 (0.056 sec/step)
INFO:tensorflow:global step 1621: loss = 10.5584 (0.055 sec/step)
INFO:tensorflow:global step 1622: loss = 10.0070 (0.055 sec/step)
INFO:tensorflow:global step 1623: loss = 14.7650 (0.053 sec/step)
INFO:tensorflow:global step 1624: loss = 11.7871 (0.059 sec/step)
INFO:tensorflow:global step 1625: loss = 7.1462 (0.063 sec/step)
INFO:tensorflow:global step 1626: loss = 8.5089 (0.057 sec/step)
INFO:tensorflow:global step 1627: loss = 13.8969 (0.057 sec/step)
INFO:tensorflow:global step 1628: loss = 10.2533 (0.059 sec/step)
INFO:tensorflow:global step 1629: loss = 14.2253 (0.056 sec/step)
INFO:tensorflow:global step 1630: loss = 11.0633 (0.054 sec/step)
INFO:tensorflow:global step 1631: loss = 9.2458 (0.056 sec/step)
INFO:tensorflow:global step 1632: loss = 13.1518 (0.056 sec/step)
INFO:tensorflow:global step 1633: loss = 10.7146 (0.066 sec/step)
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INFO:tensorflow:global step 1636: loss = 10.9979 (0.058 sec/step)
INFO:tensorflow:global step 1637: loss = 7.7741 (0.055 sec/step)
INFO:tensorflow:global step 1638: loss = 8.0201 (0.057 sec/step)
INFO:tensorflow:global step 1639: loss = 11.7927 (0.059 sec/step)
INFO:tensorflow:global step 1640: loss = 10.9538 (0.059 sec/step)
INFO:tensorflow:global step 1641: loss = 9.9926 (0.056 sec/step)
INFO:tensorflow:global step 1642: loss = 5.9179 (0.059 sec/step)
INFO:tensorflow:global step 1643: loss = 11.2390 (0.060 sec/step)
INFO:tensorflow:global step 1644: loss = 5.8091 (0.056 sec/step)
INFO:tensorflow:global step 1645: loss = 7.3409 (0.055 sec/step)
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Corrupt JPEG data: 240 extraneous bytes before marker 0xd9
INFO:tensorflow:global step 1649: loss = 21.7051 (0.059 sec/step)
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INFO:tensorflow:global step 1667: loss = 12.9964 (0.055 sec/step)
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INFO:tensorflow:global step 1669: loss = 8.9631 (0.059 sec/step)
INFO:tensorflow:global step 1670: loss = 11.0594 (0.056 sec/step)
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INFO:tensorflow:global step 1672: loss = 10.9444 (0.058 sec/step)
INFO:tensorflow:global step 1673: loss = 9.2309 (0.061 sec/step)
INFO:tensorflow:global step 1674: loss = 10.6267 (0.054 sec/step)
INFO:tensorflow:global step 1675: loss = 11.6448 (0.058 sec/step)
INFO:tensorflow:global step 1676: loss = 8.5672 (0.059 sec/step)
INFO:tensorflow:global step 1677: loss = 12.2113 (0.055 sec/step)
INFO:tensorflow:global step 1678: loss = 11.2775 (0.058 sec/step)
INFO:tensorflow:global step 1679: loss = 8.5719 (0.073 sec/step)
INFO:tensorflow:global step 1680: loss = 9.2213 (0.056 sec/step)
INFO:tensorflow:global step 1681: loss = 9.6894 (0.056 sec/step)
INFO:tensorflow:global step 1682: loss = 5.4675 (0.059 sec/step)
INFO:tensorflow:global step 1683: loss = 8.7753 (0.059 sec/step)
INFO:tensorflow:global step 1684: loss = 11.6479 (0.056 sec/step)
INFO:tensorflow:global step 1685: loss = 11.3455 (0.055 sec/step)
INFO:tensorflow:global step 1686: loss = 10.8419 (0.055 sec/step)
INFO:tensorflow:global step 1687: loss = 6.7363 (0.055 sec/step)
INFO:tensorflow:global step 1688: loss = 5.3845 (0.056 sec/step)
INFO:tensorflow:global step 1689: loss = 6.1087 (0.057 sec/step)
INFO:tensorflow:global step 1690: loss = 6.6199 (0.054 sec/step)
INFO:tensorflow:global step 1691: loss = 9.6566 (0.060 sec/step)
INFO:tensorflow:global step 1692: loss = 9.5349 (0.056 sec/step)
INFO:tensorflow:global step 1693: loss = 12.7407 (0.059 sec/step)
INFO:tensorflow:global step 1694: loss = 13.0630 (0.060 sec/step)
INFO:tensorflow:global step 1695: loss = 6.4018 (0.058 sec/step)
INFO:tensorflow:global step 1696: loss = 12.7450 (0.058 sec/step)
INFO:tensorflow:global step 1697: loss = 10.5195 (0.059 sec/step)
INFO:tensorflow:global step 1698: loss = 11.0522 (0.057 sec/step)
INFO:tensorflow:global step 1699: loss = 8.1160 (0.056 sec/step)
INFO:tensorflow:global step 1700: loss = 9.7632 (0.061 sec/step)
INFO:tensorflow:global step 1701: loss = 10.8683 (0.057 sec/step)
INFO:tensorflow:global step 1702: loss = 16.4079 (0.056 sec/step)
INFO:tensorflow:global step 1703: loss = 5.8880 (0.054 sec/step)
INFO:tensorflow:global step 1704: loss = 8.7684 (0.054 sec/step)
INFO:tensorflow:global step 1705: loss = 0.4525 (0.052 sec/step)
INFO:tensorflow:global step 1706: loss = 13.5664 (0.061 sec/step)
INFO:tensorflow:global step 1707: loss = 4.9248 (0.054 sec/step)
INFO:tensorflow:global step 1708: loss = 13.6987 (0.051 sec/step)
INFO:tensorflow:global step 1709: loss = 8.6921 (0.055 sec/step)
INFO:tensorflow:global step 1710: loss = 10.0195 (0.056 sec/step)
INFO:tensorflow:global step 1711: loss = 8.2916 (0.056 sec/step)
INFO:tensorflow:global step 1712: loss = 9.9988 (0.053 sec/step)
INFO:tensorflow:global step 1713: loss = 9.6803 (0.055 sec/step)
INFO:tensorflow:global step 1714: loss = 11.1349 (0.054 sec/step)
INFO:tensorflow:global step 1715: loss = 6.2634 (0.059 sec/step)
INFO:tensorflow:global step 1716: loss = 13.1674 (0.056 sec/step)
INFO:tensorflow:global step 1717: loss = 4.2768 (0.057 sec/step)
INFO:tensorflow:global step 1718: loss = 9.0144 (0.063 sec/step)
INFO:tensorflow:global step 1719: loss = 7.0938 (0.058 sec/step)
INFO:tensorflow:global step 1720: loss = 8.8986 (0.059 sec/step)
INFO:tensorflow:global step 1721: loss = 8.2370 (0.059 sec/step)
INFO:tensorflow:global step 1722: loss = 14.0487 (0.056 sec/step)
INFO:tensorflow:global step 1723: loss = 5.3014 (0.056 sec/step)
INFO:tensorflow:global step 1724: loss = 8.6887 (0.061 sec/step)
INFO:tensorflow:global step 1725: loss = 9.4707 (0.058 sec/step)
INFO:tensorflow:global step 1726: loss = 7.6139 (0.054 sec/step)
INFO:tensorflow:global step 1727: loss = 9.8184 (0.058 sec/step)
INFO:tensorflow:global step 1728: loss = 11.1137 (0.056 sec/step)
INFO:tensorflow:global step 1729: loss = 9.5657 (0.058 sec/step)
INFO:tensorflow:global step 1730: loss = 8.4829 (0.057 sec/step)
INFO:tensorflow:global step 1731: loss = 10.2072 (0.057 sec/step)
INFO:tensorflow:global step 1732: loss = 12.1695 (0.056 sec/step)
INFO:tensorflow:global step 1733: loss = 8.2242 (0.059 sec/step)
INFO:tensorflow:global step 1734: loss = 7.1303 (0.059 sec/step)
INFO:tensorflow:global step 1735: loss = 12.4706 (0.056 sec/step)
INFO:tensorflow:global step 1736: loss = 8.1511 (0.056 sec/step)
INFO:tensorflow:global step 1737: loss = 6.5605 (0.058 sec/step)
INFO:tensorflow:global step 1738: loss = 6.0479 (0.063 sec/step)
INFO:tensorflow:global step 1739: loss = 16.6743 (0.054 sec/step)
INFO:tensorflow:global step 1740: loss = 9.0759 (0.058 sec/step)
INFO:tensorflow:global step 1741: loss = 10.3079 (0.056 sec/step)
INFO:tensorflow:global step 1742: loss = 11.6558 (0.056 sec/step)
INFO:tensorflow:global step 1743: loss = 8.7271 (0.056 sec/step)
INFO:tensorflow:global step 1744: loss = 10.0457 (0.057 sec/step)
INFO:tensorflow:global step 1745: loss = 9.0706 (0.055 sec/step)
INFO:tensorflow:global step 1746: loss = 9.2078 (0.056 sec/step)
INFO:tensorflow:global step 1747: loss = 12.6132 (0.059 sec/step)
INFO:tensorflow:global step 1748: loss = 5.7185 (0.056 sec/step)
INFO:tensorflow:global step 1749: loss = 7.8148 (0.057 sec/step)
INFO:tensorflow:global step 1750: loss = 6.2186 (0.057 sec/step)
INFO:tensorflow:global step 1751: loss = 16.1593 (0.059 sec/step)
INFO:tensorflow:global step 1752: loss = 7.2581 (0.062 sec/step)
INFO:tensorflow:global step 1753: loss = 8.9977 (0.053 sec/step)
INFO:tensorflow:global step 1754: loss = 12.2226 (0.056 sec/step)
INFO:tensorflow:global step 1755: loss = 5.6065 (0.057 sec/step)
INFO:tensorflow:global step 1756: loss = 5.6178 (0.055 sec/step)
INFO:tensorflow:global step 1757: loss = 8.7546 (0.056 sec/step)
INFO:tensorflow:global step 1758: loss = 7.8970 (0.056 sec/step)
INFO:tensorflow:global step 1759: loss = 10.0537 (0.056 sec/step)
INFO:tensorflow:global step 1760: loss = 9.5911 (0.055 sec/step)
INFO:tensorflow:global step 1761: loss = 10.5626 (0.064 sec/step)
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Corrupt JPEG data: 240 extraneous bytes before marker 0xd9
INFO:tensorflow:global step 1763: loss = 8.6331 (0.059 sec/step)
INFO:tensorflow:global step 1764: loss = 7.3199 (0.051 sec/step)
INFO:tensorflow:global step 1765: loss = 9.7503 (0.055 sec/step)
INFO:tensorflow:global step 1766: loss = 7.8739 (0.056 sec/step)
INFO:tensorflow:global step 1767: loss = 11.5492 (0.061 sec/step)
INFO:tensorflow:global step 1768: loss = 7.3608 (0.056 sec/step)
INFO:tensorflow:global step 1769: loss = 9.6329 (0.056 sec/step)
INFO:tensorflow:global step 1770: loss = 10.3907 (0.053 sec/step)
INFO:tensorflow:global step 1771: loss = 9.6901 (0.056 sec/step)
INFO:tensorflow:global step 1772: loss = 7.2277 (0.052 sec/step)
INFO:tensorflow:global step 1773: loss = 7.3930 (0.063 sec/step)
INFO:tensorflow:global step 1774: loss = 9.2205 (0.063 sec/step)
INFO:tensorflow:global step 1775: loss = 7.0967 (0.055 sec/step)
INFO:tensorflow:global step 1776: loss = 11.6270 (0.059 sec/step)
INFO:tensorflow:global step 1777: loss = 8.1041 (0.057 sec/step)
INFO:tensorflow:global step 1778: loss = 9.9405 (0.054 sec/step)
INFO:tensorflow:global step 1779: loss = 19.4436 (0.061 sec/step)
INFO:tensorflow:global step 1780: loss = 14.3405 (0.055 sec/step)
INFO:tensorflow:global step 1781: loss = 12.7225 (0.056 sec/step)
INFO:tensorflow:global step 1782: loss = 10.0688 (0.055 sec/step)
INFO:tensorflow:global step 1783: loss = 12.5218 (0.055 sec/step)
INFO:tensorflow:global step 1784: loss = 7.1960 (0.053 sec/step)
INFO:tensorflow:global step 1785: loss = 4.0189 (0.060 sec/step)
INFO:tensorflow:global step 1786: loss = 8.5113 (0.051 sec/step)
INFO:tensorflow:global step 1787: loss = 10.0040 (0.059 sec/step)
INFO:tensorflow:global step 1788: loss = 11.1033 (0.056 sec/step)
INFO:tensorflow:global step 1789: loss = 7.8689 (0.052 sec/step)
INFO:tensorflow:global step 1790: loss = 6.2023 (0.058 sec/step)
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INFO:tensorflow:global step 1792: loss = 6.9863 (0.061 sec/step)
INFO:tensorflow:global step 1793: loss = 7.8631 (0.055 sec/step)
INFO:tensorflow:global step 1794: loss = 12.7901 (0.059 sec/step)
INFO:tensorflow:global step 1795: loss = 8.6733 (0.060 sec/step)
INFO:tensorflow:global step 1796: loss = 9.6566 (0.058 sec/step)
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INFO:tensorflow:global step 1800: loss = 8.0737 (0.057 sec/step)
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INFO:tensorflow:global step 1802: loss = 5.4469 (0.051 sec/step)
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INFO:tensorflow:global step 1806: loss = 10.3931 (0.057 sec/step)
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INFO:tensorflow:global step 1820: loss = 14.3866 (0.061 sec/step)
INFO:tensorflow:global step 1821: loss = 13.0347 (0.055 sec/step)
INFO:tensorflow:global step 1822: loss = 7.2204 (0.056 sec/step)
INFO:tensorflow:global step 1823: loss = 12.8271 (0.058 sec/step)
INFO:tensorflow:global step 1824: loss = 14.3709 (0.057 sec/step)
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INFO:tensorflow:global step 1826: loss = 5.5025 (0.058 sec/step)
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INFO:tensorflow:global step 1830: loss = 10.2526 (0.058 sec/step)
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INFO:tensorflow:global step 1833: loss = 6.8520 (0.061 sec/step)
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INFO:tensorflow:global step 1840: loss = 13.5091 (0.052 sec/step)
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INFO:tensorflow:global step 1855: loss = 9.2718 (0.059 sec/step)
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INFO:tensorflow:global step 1860: loss = 11.5357 (0.058 sec/step)
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INFO:tensorflow:global step 1862: loss = 11.0586 (0.056 sec/step)
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INFO:tensorflow:global step 1867: loss = 9.3988 (0.056 sec/step)
INFO:tensorflow:global step 1868: loss = 9.1579 (0.057 sec/step)
INFO:tensorflow:global step 1869: loss = 8.6780 (0.054 sec/step)
INFO:tensorflow:global step 1870: loss = 10.2697 (0.060 sec/step)
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INFO:tensorflow:global step 1872: loss = 7.0257 (0.062 sec/step)
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INFO:tensorflow:global step 1880: loss = 5.6486 (0.058 sec/step)
INFO:tensorflow:global step 1881: loss = 9.4340 (0.054 sec/step)
INFO:tensorflow:global step 1882: loss = 7.3188 (0.060 sec/step)
INFO:tensorflow:global step 1883: loss = 8.0113 (0.058 sec/step)
INFO:tensorflow:global step 1884: loss = 11.3404 (0.060 sec/step)
INFO:tensorflow:global step 1885: loss = 10.5191 (0.056 sec/step)
INFO:tensorflow:global step 1886: loss = 3.2687 (0.061 sec/step)
INFO:tensorflow:global step 1887: loss = 13.5961 (0.053 sec/step)
INFO:tensorflow:global step 1888: loss = 9.0243 (0.055 sec/step)
INFO:tensorflow:global step 1889: loss = 10.3839 (0.053 sec/step)
INFO:tensorflow:global step 1890: loss = 10.8852 (0.055 sec/step)
INFO:tensorflow:global step 1891: loss = 5.3626 (0.061 sec/step)
INFO:tensorflow:global step 1892: loss = 9.3799 (0.054 sec/step)
INFO:tensorflow:global step 1893: loss = 6.6486 (0.056 sec/step)
INFO:tensorflow:global step 1894: loss = 14.7106 (0.056 sec/step)
INFO:tensorflow:global step 1895: loss = 6.4031 (0.056 sec/step)
INFO:tensorflow:global step 1896: loss = 5.7741 (0.055 sec/step)
INFO:tensorflow:global step 1897: loss = 12.9394 (0.056 sec/step)
INFO:tensorflow:global step 1898: loss = 9.9605 (0.056 sec/step)
INFO:tensorflow:global step 1899: loss = 10.8857 (0.055 sec/step)
INFO:tensorflow:global step 1900: loss = 11.9603 (0.058 sec/step)
INFO:tensorflow:global step 1901: loss = 8.2808 (0.060 sec/step)
INFO:tensorflow:global step 1902: loss = 10.9804 (0.055 sec/step)
INFO:tensorflow:global step 1903: loss = 6.0009 (0.055 sec/step)
INFO:tensorflow:global step 1904: loss = 8.9057 (0.059 sec/step)
INFO:tensorflow:global step 1905: loss = 7.8395 (0.065 sec/step)
INFO:tensorflow:global step 1906: loss = 12.3662 (0.055 sec/step)
INFO:tensorflow:global step 1907: loss = 5.3951 (0.057 sec/step)
INFO:tensorflow:global step 1908: loss = 6.3211 (0.051 sec/step)
INFO:tensorflow:global step 1909: loss = 11.4149 (0.058 sec/step)
INFO:tensorflow:global step 1910: loss = 7.1950 (0.055 sec/step)
INFO:tensorflow:global step 1911: loss = 13.4371 (0.061 sec/step)
INFO:tensorflow:global step 1912: loss = 6.0469 (0.055 sec/step)
INFO:tensorflow:global step 1913: loss = 10.6083 (0.056 sec/step)
INFO:tensorflow:global step 1914: loss = 9.8452 (0.056 sec/step)
INFO:tensorflow:global step 1915: loss = 9.3881 (0.065 sec/step)
INFO:tensorflow:global step 1916: loss = 8.3447 (0.064 sec/step)
INFO:tensorflow:global step 1917: loss = 4.2910 (0.056 sec/step)
INFO:tensorflow:global step 1918: loss = 11.7818 (0.057 sec/step)
INFO:tensorflow:global step 1919: loss = 11.9841 (0.056 sec/step)
INFO:tensorflow:global step 1920: loss = 8.7955 (0.056 sec/step)
INFO:tensorflow:global step 1921: loss = 15.2678 (0.060 sec/step)
INFO:tensorflow:global step 1922: loss = 13.2401 (0.057 sec/step)
INFO:tensorflow:global step 1923: loss = 11.1138 (0.059 sec/step)
INFO:tensorflow:global step 1924: loss = 8.2716 (0.055 sec/step)
INFO:tensorflow:global step 1925: loss = 9.4182 (0.057 sec/step)
INFO:tensorflow:global step 1926: loss = 13.0102 (0.054 sec/step)
INFO:tensorflow:global step 1927: loss = 7.5474 (0.056 sec/step)
INFO:tensorflow:global step 1928: loss = 9.2097 (0.050 sec/step)
INFO:tensorflow:global step 1929: loss = 10.9853 (0.056 sec/step)
INFO:tensorflow:global step 1930: loss = 8.4825 (0.057 sec/step)
INFO:tensorflow:global step 1931: loss = 0.4523 (0.056 sec/step)
INFO:tensorflow:global step 1932: loss = 7.1355 (0.059 sec/step)
INFO:tensorflow:global step 1933: loss = 9.0820 (0.059 sec/step)
INFO:tensorflow:global step 1934: loss = 12.2366 (0.059 sec/step)
INFO:tensorflow:global step 1935: loss = 5.2286 (0.059 sec/step)
INFO:tensorflow:global step 1936: loss = 6.9859 (0.058 sec/step)
INFO:tensorflow:global step 1937: loss = 17.5546 (0.059 sec/step)
INFO:tensorflow:global step 1938: loss = 11.5442 (0.057 sec/step)
INFO:tensorflow:global step 1939: loss = 9.8135 (0.054 sec/step)
INFO:tensorflow:global step 1940: loss = 12.4518 (0.060 sec/step)
INFO:tensorflow:global step 1941: loss = 11.1646 (0.061 sec/step)
INFO:tensorflow:global step 1942: loss = 9.6879 (0.058 sec/step)
2017-11-10 21:23:55.434162: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.436333: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.436933: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.436941: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.437289: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.437303: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.437376: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.437479: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.437520: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.437590: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.437603: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.437006: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.437979: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.437628: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438058: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.437014: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438122: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.436943: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438170: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438223: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438251: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438261: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438293: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438460: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438521: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438543: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438573: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438605: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438580: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438607: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438697: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438744: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438766: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438804: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438839: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438868: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438701: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438579: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438918: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438954: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438990: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.439048: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.439061: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.438771: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.439095: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.439182: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.439811: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.439983: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.439979: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.440431: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.440549: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.440950: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.444447: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.446086: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.446595: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.446791: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.449261: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.449958: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.452036: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:23:55.452648: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
INFO:tensorflow:global step 1943: loss = 11.1192 (0.061 sec/step)
INFO:tensorflow:global_step/sec: 16.4851
INFO:tensorflow:Error reported to Coordinator: , Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/weights/read/_133 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_862_FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/weights/read", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

Caused by op u'FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1', defined at:
File "object_detection/train.py", line 165, in
tf.app.run()
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 48, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "object_detection/train.py", line 161, in main
worker_job_name, is_chief, FLAGS.train_dir)
File "/autohome/user/chihyu/tensorflow/models/research/object_detection/trainer.py", line 295, in train
global_summaries.add(tf.summary.histogram(model_var.op.name, model_var))
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/summary/summary.py", line 192, in histogram
tag=tag, values=values, name=scope)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/ops/gen_logging_ops.py", line 188, in _histogram_summary
"HistogramSummary", tag=tag, values=values, name=name)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 2956, in create_op
op_def=op_def)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 1470, in __init__
self._traceback = self._graph._extract_stack() # pylint: disable=protected-access

InvalidArgumentError (see above for traceback): Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/weights/read/_133 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_862_FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/weights/read", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

INFO:tensorflow:global step 1944: loss = 14.0053 (0.058 sec/step)
INFO:tensorflow:Finished training! Saving model to disk.
Traceback (most recent call last):
File "object_detection/train.py", line 165, in
tf.app.run()
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 48, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "object_detection/train.py", line 161, in main
worker_job_name, is_chief, FLAGS.train_dir)
File "/autohome/user/chihyu/tensorflow/models/research/object_detection/trainer.py", line 332, in train
saver=saver)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/contrib/slim/python/slim/learning.py", line 775, in train
sv.stop(threads, close_summary_writer=True)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/supervisor.py", line 792, in stop
stop_grace_period_secs=self._stop_grace_secs)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/coordinator.py", line 389, in join
six.reraise(*self._exc_info_to_raise)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/coordinator.py", line 296, in stop_on_exception
yield
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/coordinator.py", line 494, in run
self.run_loop()
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/supervisor.py", line 994, in run_loop
self._sv.global_step])
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 889, in run
run_metadata_ptr)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1120, in _run
feed_dict_tensor, options, run_metadata)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1317, in _do_run
options, run_metadata)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1336, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.InvalidArgumentError: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/weights/read/_133 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_862_FeatureExtractor/MobilenetV1/Conv2d_1_pointwise/weights/read", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

Below is my embedded_ssd_mobilenet_v1_pets.config to set up the experiment:

model {
ssd {
num_classes: 37
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: 5
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: 256
width: 256
}
}
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: 'embedded_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 {
anchorwise_output: true
}
}
localization_loss {
weighted_smooth_l1 {
anchorwise_output: true
}
}
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: 1
optimizer {
rms_prop_optimizer: {
learning_rate: {
exponential_decay_learning_rate {
initial_learning_rate: 0.004
decay_steps: 800720
decay_factor: 0.95
}
}
momentum_optimizer_value: 0.9
decay: 0.9
epsilon: 1.0
}
}
fine_tune_checkpoint: "object_detection/ssd_mobilenet_v1_coco_11_06_2017/model.ckpt"
from_detection_checkpoint: true
num_steps: 200000
data_augmentation_options {
random_horizontal_flip {
}
}
data_augmentation_options {
ssd_random_crop {
}
}
}

train_input_reader: {
tf_record_input_reader {
input_path: "object_detection/data/pet_train.record"
}
label_map_path: "object_detection/data/pet_label_map.pbtxt"
}

eval_config: {
num_examples: 2000
max_evals: 10
}

eval_input_reader: {
tf_record_input_reader {
input_path: "object_detection/data/pet_val.record"
}
label_map_path: "object_detection/data/pet_label_map.pbtxt"
shuffle: false
num_readers: 1
}

chihyuwang on 10 Nov 2017

Thanks for saghiralfasly's suggestion. :)

second suggestion : train from scratch.
The model I used is MobileNet_v1_1.0_160.
https://github.com/tensorflow/models/blob/master/research/slim/nets/mobilenet_v1.md

the nan happened at global step 1925.
Below is the result of the second suggestion:

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 [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/BatchNorm/beta] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/BatchNorm/gamma] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/BatchNorm/moving_mean] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/BatchNorm/moving_variance] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/weights] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/BatchNorm/beta] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/BatchNorm/gamma] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/BatchNorm/moving_mean] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/BatchNorm/moving_variance] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/weights] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/BatchNorm/beta] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/BatchNorm/gamma] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/BatchNorm/moving_mean] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/BatchNorm/moving_variance] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/weights] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/BatchNorm/beta] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/BatchNorm/gamma] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/BatchNorm/moving_mean] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/BatchNorm/moving_variance] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/weights] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/BatchNorm/beta] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/BatchNorm/gamma] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/BatchNorm/moving_mean] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/BatchNorm/moving_variance] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/weights] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/beta] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/gamma] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_mean] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance] not available in checkpoint
WARNING:root:Variable [MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/weights] not available in checkpoint
INFO:tensorflow:Summary name /clone_loss is illegal; using clone_loss instead.
INFO:tensorflow:Summary name /clone_loss is illegal; using clone_loss instead.
2017-11-10 21:03:24.080173: I tensorflow/core/platform/cpu_feature_guard.cc:137] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2017-11-10 21:03:27.570810: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1030] Found device 0 with properties:
name: Tesla P100-PCIE-16GB major: 6 minor: 0 memoryClockRate(GHz): 1.3285
pciBusID: 0000:91:00.0
totalMemory: 15.89GiB freeMemory: 15.60GiB
2017-11-10 21:03:27.570875: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1120] Creating TensorFlow device (/device:GPU:0) -> (device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:91:00.0, compute capability: 6.0)
INFO:tensorflow:Restoring parameters from object_detection/mobilenet_v1_1.0_160/mobilenet_v1_1.0_160.ckpt
INFO:tensorflow:Restoring parameters from object_detection/mobilenet_v1_1.0_160/mobilenet_v1_1.0_160.ckpt
INFO:tensorflow:Starting Session.
INFO:tensorflow:Starting Session.
INFO:tensorflow:Saving checkpoint to path object_detection/data_pets/train/model.ckpt
INFO:tensorflow:Saving checkpoint to path object_detection/data_pets/train/model.ckpt
INFO:tensorflow:Starting Queues.
INFO:tensorflow:Starting Queues.
INFO:tensorflow:global_step/sec: 0
INFO:tensorflow:global_step/sec: 0
INFO:tensorflow:Recording summary at step 0.
INFO:tensorflow:Recording summary at step 0.
INFO:tensorflow:global step 1: loss = 221.0447 (6.016 sec/step)
INFO:tensorflow:global step 1: loss = 221.0447 (6.016 sec/step)
INFO:tensorflow:global step 2: loss = 208.6667 (0.055 sec/step)
INFO:tensorflow:global step 2: loss = 208.6667 (0.055 sec/step)
INFO:tensorflow:global step 3: loss = 179.5334 (0.057 sec/step)
INFO:tensorflow:global step 3: loss = 179.5334 (0.057 sec/step)
INFO:tensorflow:global step 4: loss = 131.5215 (0.057 sec/step)
INFO:tensorflow:global step 4: loss = 131.5215 (0.057 sec/step)
INFO:tensorflow:global step 5: loss = 117.6321 (0.056 sec/step)
INFO:tensorflow:global step 5: loss = 117.6321 (0.056 sec/step)
INFO:tensorflow:global step 6: loss = 108.2274 (0.056 sec/step)
INFO:tensorflow:global step 6: loss = 108.2274 (0.056 sec/step)
INFO:tensorflow:global step 7: loss = 108.8061 (0.056 sec/step)
INFO:tensorflow:global step 7: loss = 108.8061 (0.056 sec/step)
INFO:tensorflow:global step 8: loss = 106.3784 (0.054 sec/step)
INFO:tensorflow:global step 8: loss = 106.3784 (0.054 sec/step)
INFO:tensorflow:global step 9: loss = 96.5297 (0.058 sec/step)
INFO:tensorflow:global step 9: loss = 96.5297 (0.058 sec/step)
INFO:tensorflow:global step 10: loss = 92.3268 (0.058 sec/step)
INFO:tensorflow:global step 10: loss = 92.3268 (0.058 sec/step)
INFO:tensorflow:global step 11: loss = 99.3017 (0.061 sec/step)
INFO:tensorflow:global step 11: loss = 99.3017 (0.061 sec/step)
INFO:tensorflow:global step 12: loss = 109.4314 (0.059 sec/step)
INFO:tensorflow:global step 12: loss = 109.4314 (0.059 sec/step)
INFO:tensorflow:global step 13: loss = 92.7589 (0.054 sec/step)
INFO:tensorflow:global step 13: loss = 92.7589 (0.054 sec/step)
INFO:tensorflow:global step 14: loss = 96.2197 (0.053 sec/step)
INFO:tensorflow:global step 14: loss = 96.2197 (0.053 sec/step)
.....
INFO:tensorflow:global step 400: loss = 28.6211 (0.062 sec/step)
INFO:tensorflow:global step 400: loss = 28.6211 (0.062 sec/step)
INFO:tensorflow:global step 401: loss = 27.1026 (0.057 sec/step)
INFO:tensorflow:global step 401: loss = 27.1026 (0.057 sec/step)
INFO:tensorflow:global step 402: loss = 25.2324 (0.053 sec/step)
INFO:tensorflow:global step 402: loss = 25.2324 (0.053 sec/step)
INFO:tensorflow:global step 403: loss = 23.7074 (0.059 sec/step)
INFO:tensorflow:global step 403: loss = 23.7074 (0.059 sec/step)
INFO:tensorflow:global step 404: loss = 28.5756 (0.054 sec/step)
INFO:tensorflow:global step 404: loss = 28.5756 (0.054 sec/step)
INFO:tensorflow:global step 405: loss = 24.4559 (0.058 sec/step)
INFO:tensorflow:global step 405: loss = 24.4559 (0.058 sec/step)
INFO:tensorflow:global step 406: loss = 27.0134 (0.060 sec/step)
INFO:tensorflow:global step 406: loss = 27.0134 (0.060 sec/step)
INFO:tensorflow:global step 407: loss = 27.7285 (0.056 sec/step)
INFO:tensorflow:global step 407: loss = 27.7285 (0.056 sec/step)
INFO:tensorflow:global step 408: loss = 25.2046 (0.062 sec/step)
INFO:tensorflow:global step 408: loss = 25.2046 (0.062 sec/step)
INFO:tensorflow:global step 409: loss = 24.2214 (0.054 sec/step)
INFO:tensorflow:global step 409: loss = 24.2214 (0.054 sec/step)
INFO:tensorflow:global step 410: loss = 25.3861 (0.056 sec/step)
INFO:tensorflow:global step 410: loss = 25.3861 (0.056 sec/step)
INFO:tensorflow:global step 411: loss = 34.8288 (0.057 sec/step)
INFO:tensorflow:global step 411: loss = 34.8288 (0.057 sec/step)
INFO:tensorflow:global step 412: loss = 23.5784 (0.059 sec/step)
INFO:tensorflow:global step 412: loss = 23.5784 (0.059 sec/step)
INFO:tensorflow:global step 413: loss = 28.6759 (0.055 sec/step)
INFO:tensorflow:global step 413: loss = 28.6759 (0.055 sec/step)
INFO:tensorflow:global step 414: loss = 28.6325 (0.061 sec/step)
INFO:tensorflow:global step 414: loss = 28.6325 (0.061 sec/step)
INFO:tensorflow:global step 415: loss = 33.1454 (0.055 sec/step)
INFO:tensorflow:global step 415: loss = 33.1454 (0.055 sec/step)
INFO:tensorflow:global step 416: loss = 23.3840 (0.061 sec/step)
INFO:tensorflow:global step 416: loss = 23.3840 (0.061 sec/step)
INFO:tensorflow:global step 417: loss = 23.7332 (0.058 sec/step)
INFO:tensorflow:global step 417: loss = 23.7332 (0.058 sec/step)
INFO:tensorflow:global step 418: loss = 26.6420 (0.057 sec/step)
INFO:tensorflow:global step 418: loss = 26.6420 (0.057 sec/step)
INFO:tensorflow:global step 419: loss = 22.5342 (0.056 sec/step)
INFO:tensorflow:global step 419: loss = 22.5342 (0.056 sec/step)
INFO:tensorflow:global step 420: loss = 22.8104 (0.059 sec/step)
INFO:tensorflow:global step 420: loss = 22.8104 (0.059 sec/step)
INFO:tensorflow:global step 421: loss = 22.7207 (0.053 sec/step)
INFO:tensorflow:global step 421: loss = 22.7207 (0.053 sec/step)
INFO:tensorflow:global step 422: loss = 23.6307 (0.058 sec/step)
INFO:tensorflow:global step 422: loss = 23.6307 (0.058 sec/step)
INFO:tensorflow:global step 423: loss = 24.2744 (0.057 sec/step)
INFO:tensorflow:global step 423: loss = 24.2744 (0.057 sec/step)
INFO:tensorflow:global step 424: loss = 28.9764 (0.064 sec/step)
INFO:tensorflow:global step 424: loss = 28.9764 (0.064 sec/step)
INFO:tensorflow:global step 425: loss = 26.1172 (0.058 sec/step)
INFO:tensorflow:global step 425: loss = 26.1172 (0.058 sec/step)
INFO:tensorflow:global step 426: loss = 28.6009 (0.067 sec/step)
INFO:tensorflow:global step 426: loss = 28.6009 (0.067 sec/step)
INFO:tensorflow:global step 427: loss = 27.6202 (0.056 sec/step)
INFO:tensorflow:global step 427: loss = 27.6202 (0.056 sec/step)
INFO:tensorflow:global step 428: loss = 28.6948 (0.058 sec/step)
INFO:tensorflow:global step 428: loss = 28.6948 (0.058 sec/step)
INFO:tensorflow:global step 429: loss = 25.8198 (0.064 sec/step)
INFO:tensorflow:global step 429: loss = 25.8198 (0.064 sec/step)
INFO:tensorflow:global step 430: loss = 25.9333 (0.057 sec/step)
INFO:tensorflow:global step 430: loss = 25.9333 (0.057 sec/step)
INFO:tensorflow:global step 431: loss = 31.1127 (0.059 sec/step)
INFO:tensorflow:global step 431: loss = 31.1127 (0.059 sec/step)
INFO:tensorflow:global step 432: loss = 23.3390 (0.065 sec/step)
INFO:tensorflow:global step 432: loss = 23.3390 (0.065 sec/step)
INFO:tensorflow:global step 433: loss = 32.6248 (0.060 sec/step)
INFO:tensorflow:global step 433: loss = 32.6248 (0.060 sec/step)
INFO:tensorflow:global step 434: loss = 1.4124 (0.060 sec/step)
INFO:tensorflow:global step 434: loss = 1.4124 (0.060 sec/step)
INFO:tensorflow:global step 435: loss = 26.2781 (0.057 sec/step)
INFO:tensorflow:global step 435: loss = 26.2781 (0.057 sec/step)
INFO:tensorflow:global step 436: loss = 22.0666 (0.058 sec/step)
INFO:tensorflow:global step 436: loss = 22.0666 (0.058 sec/step)
INFO:tensorflow:global step 437: loss = 35.7785 (0.057 sec/step)
INFO:tensorflow:global step 437: loss = 35.7785 (0.057 sec/step)
INFO:tensorflow:global step 438: loss = 21.4655 (0.062 sec/step)
INFO:tensorflow:global step 438: loss = 21.4655 (0.062 sec/step)
INFO:tensorflow:global step 439: loss = 32.1649 (0.057 sec/step)
INFO:tensorflow:global step 439: loss = 32.1649 (0.057 sec/step)
INFO:tensorflow:global step 440: loss = 32.6649 (0.063 sec/step)
INFO:tensorflow:global step 440: loss = 32.6649 (0.063 sec/step)
INFO:tensorflow:global step 441: loss = 25.6398 (0.055 sec/step)
INFO:tensorflow:global step 441: loss = 25.6398 (0.055 sec/step)
INFO:tensorflow:global step 442: loss = 21.8959 (0.055 sec/step)
INFO:tensorflow:global step 442: loss = 21.8959 (0.055 sec/step)
INFO:tensorflow:global step 443: loss = 24.0967 (0.055 sec/step)
INFO:tensorflow:global step 443: loss = 24.0967 (0.055 sec/step)
INFO:tensorflow:global step 444: loss = 27.0232 (0.060 sec/step)
INFO:tensorflow:global step 444: loss = 27.0232 (0.060 sec/step)
INFO:tensorflow:global step 445: loss = 23.0684 (0.057 sec/step)
INFO:tensorflow:global step 445: loss = 23.0684 (0.057 sec/step)
INFO:tensorflow:global step 446: loss = 22.7045 (0.056 sec/step)
INFO:tensorflow:global step 446: loss = 22.7045 (0.056 sec/step)
INFO:tensorflow:global step 447: loss = 23.4911 (0.059 sec/step)
INFO:tensorflow:global step 447: loss = 23.4911 (0.059 sec/step)
INFO:tensorflow:global step 448: loss = 29.3142 (0.057 sec/step)
INFO:tensorflow:global step 448: loss = 29.3142 (0.057 sec/step)
INFO:tensorflow:global step 449: loss = 23.2588 (0.056 sec/step)
INFO:tensorflow:global step 449: loss = 23.2588 (0.056 sec/step)
INFO:tensorflow:global step 450: loss = 22.6053 (0.055 sec/step)
INFO:tensorflow:global step 450: loss = 22.6053 (0.055 sec/step)
INFO:tensorflow:global step 451: loss = 32.6616 (0.055 sec/step)
INFO:tensorflow:global step 451: loss = 32.6616 (0.055 sec/step)
INFO:tensorflow:global step 452: loss = 21.5415 (0.064 sec/step)
INFO:tensorflow:global step 452: loss = 21.5415 (0.064 sec/step)
INFO:tensorflow:global step 453: loss = 23.7435 (0.060 sec/step)
INFO:tensorflow:global step 453: loss = 23.7435 (0.060 sec/step)
INFO:tensorflow:global step 454: loss = 28.2510 (0.062 sec/step)
INFO:tensorflow:global step 454: loss = 28.2510 (0.062 sec/step)
INFO:tensorflow:global step 455: loss = 24.0700 (0.063 sec/step)
INFO:tensorflow:global step 455: loss = 24.0700 (0.063 sec/step)
INFO:tensorflow:global step 456: loss = 29.5431 (0.055 sec/step)
INFO:tensorflow:global step 456: loss = 29.5431 (0.055 sec/step)
INFO:tensorflow:global step 457: loss = 29.1643 (0.057 sec/step)
INFO:tensorflow:global step 457: loss = 29.1643 (0.057 sec/step)
INFO:tensorflow:global step 458: loss = 23.8247 (0.059 sec/step)
INFO:tensorflow:global step 458: loss = 23.8247 (0.059 sec/step)
INFO:tensorflow:global step 459: loss = 24.5576 (0.060 sec/step)
INFO:tensorflow:global step 459: loss = 24.5576 (0.060 sec/step)
INFO:tensorflow:global step 460: loss = 25.5042 (0.055 sec/step)
INFO:tensorflow:global step 460: loss = 25.5042 (0.055 sec/step)
INFO:tensorflow:global step 461: loss = 25.5563 (0.060 sec/step)
INFO:tensorflow:global step 461: loss = 25.5563 (0.060 sec/step)
INFO:tensorflow:global step 462: loss = 21.9925 (0.056 sec/step)
INFO:tensorflow:global step 462: loss = 21.9925 (0.056 sec/step)
INFO:tensorflow:global step 463: loss = 29.7596 (0.057 sec/step)
INFO:tensorflow:global step 463: loss = 29.7596 (0.057 sec/step)
INFO:tensorflow:global step 464: loss = 27.5023 (0.057 sec/step)
INFO:tensorflow:global step 464: loss = 27.5023 (0.057 sec/step)
INFO:tensorflow:global step 465: loss = 27.1646 (0.055 sec/step)
INFO:tensorflow:global step 465: loss = 27.1646 (0.055 sec/step)
INFO:tensorflow:global step 466: loss = 31.4274 (0.053 sec/step)
INFO:tensorflow:global step 466: loss = 31.4274 (0.053 sec/step)
INFO:tensorflow:global step 467: loss = 29.0417 (0.060 sec/step)
INFO:tensorflow:global step 467: loss = 29.0417 (0.060 sec/step)
INFO:tensorflow:global step 468: loss = 23.1857 (0.065 sec/step)
INFO:tensorflow:global step 468: loss = 23.1857 (0.065 sec/step)
INFO:tensorflow:global step 469: loss = 26.0362 (0.056 sec/step)
INFO:tensorflow:global step 469: loss = 26.0362 (0.056 sec/step)
INFO:tensorflow:global step 470: loss = 22.8554 (0.056 sec/step)
INFO:tensorflow:global step 470: loss = 22.8554 (0.056 sec/step)
INFO:tensorflow:global step 471: loss = 22.0010 (0.067 sec/step)
INFO:tensorflow:global step 471: loss = 22.0010 (0.067 sec/step)
INFO:tensorflow:global step 472: loss = 24.6603 (0.054 sec/step)
INFO:tensorflow:global step 472: loss = 24.6603 (0.054 sec/step)
INFO:tensorflow:global step 473: loss = 24.7883 (0.058 sec/step)
INFO:tensorflow:global step 473: loss = 24.7883 (0.058 sec/step)
INFO:tensorflow:global step 474: loss = 19.6414 (0.058 sec/step)
INFO:tensorflow:global step 474: loss = 19.6414 (0.058 sec/step)
INFO:tensorflow:global step 475: loss = 25.0213 (0.049 sec/step)
INFO:tensorflow:global step 475: loss = 25.0213 (0.049 sec/step)
INFO:tensorflow:global step 476: loss = 20.9167 (0.060 sec/step)
INFO:tensorflow:global step 476: loss = 20.9167 (0.060 sec/step)
INFO:tensorflow:global step 477: loss = 28.4625 (0.054 sec/step)
INFO:tensorflow:global step 477: loss = 28.4625 (0.054 sec/step)
INFO:tensorflow:global step 478: loss = 20.4965 (0.057 sec/step)
INFO:tensorflow:global step 478: loss = 20.4965 (0.057 sec/step)
INFO:tensorflow:global step 479: loss = 25.4943 (0.055 sec/step)
INFO:tensorflow:global step 479: loss = 25.4943 (0.055 sec/step)
INFO:tensorflow:global step 480: loss = 22.5615 (0.054 sec/step)
INFO:tensorflow:global step 480: loss = 22.5615 (0.054 sec/step)
INFO:tensorflow:global step 481: loss = 21.3113 (0.054 sec/step)
INFO:tensorflow:global step 481: loss = 21.3113 (0.054 sec/step)
INFO:tensorflow:global step 482: loss = 23.9799 (0.053 sec/step)
INFO:tensorflow:global step 482: loss = 23.9799 (0.053 sec/step)
INFO:tensorflow:global step 483: loss = 23.1966 (0.058 sec/step)
INFO:tensorflow:global step 483: loss = 23.1966 (0.058 sec/step)
INFO:tensorflow:global step 484: loss = 25.1200 (0.058 sec/step)
INFO:tensorflow:global step 484: loss = 25.1200 (0.058 sec/step)
INFO:tensorflow:global step 485: loss = 27.3973 (0.059 sec/step)
INFO:tensorflow:global step 485: loss = 27.3973 (0.059 sec/step)
INFO:tensorflow:global step 486: loss = 22.7412 (0.053 sec/step)
INFO:tensorflow:global step 486: loss = 22.7412 (0.053 sec/step)
INFO:tensorflow:global step 487: loss = 19.9315 (0.056 sec/step)
INFO:tensorflow:global step 487: loss = 19.9315 (0.056 sec/step)
INFO:tensorflow:global step 488: loss = 26.8002 (0.058 sec/step)
INFO:tensorflow:global step 488: loss = 26.8002 (0.058 sec/step)
INFO:tensorflow:global step 489: loss = 27.7078 (0.060 sec/step)
INFO:tensorflow:global step 489: loss = 27.7078 (0.060 sec/step)
INFO:tensorflow:global step 490: loss = 23.2505 (0.056 sec/step)
INFO:tensorflow:global step 490: loss = 23.2505 (0.056 sec/step)
INFO:tensorflow:global step 491: loss = 26.2794 (0.062 sec/step)
INFO:tensorflow:global step 491: loss = 26.2794 (0.062 sec/step)
INFO:tensorflow:global step 492: loss = 1.4127 (0.056 sec/step)
INFO:tensorflow:global step 492: loss = 1.4127 (0.056 sec/step)
INFO:tensorflow:global step 493: loss = 22.2593 (0.057 sec/step)
INFO:tensorflow:global step 493: loss = 22.2593 (0.057 sec/step)
INFO:tensorflow:global step 494: loss = 23.4383 (0.055 sec/step)
INFO:tensorflow:global step 494: loss = 23.4383 (0.055 sec/step)
INFO:tensorflow:global step 495: loss = 21.8374 (0.054 sec/step)
INFO:tensorflow:global step 495: loss = 21.8374 (0.054 sec/step)
INFO:tensorflow:global step 496: loss = 25.3559 (0.053 sec/step)
INFO:tensorflow:global step 496: loss = 25.3559 (0.053 sec/step)
INFO:tensorflow:global step 497: loss = 24.6945 (0.070 sec/step)
INFO:tensorflow:global step 497: loss = 24.6945 (0.070 sec/step)
INFO:tensorflow:global step 498: loss = 20.4001 (0.059 sec/step)
INFO:tensorflow:global step 498: loss = 20.4001 (0.059 sec/step)
INFO:tensorflow:global step 499: loss = 22.9487 (0.058 sec/step)
INFO:tensorflow:global step 499: loss = 22.9487 (0.058 sec/step)
INFO:tensorflow:global step 500: loss = 22.8424 (0.057 sec/step)
INFO:tensorflow:global step 500: loss = 22.8424 (0.057 sec/step)
INFO:tensorflow:global step 501: loss = 28.2681 (0.070 sec/step)
INFO:tensorflow:global step 501: loss = 28.2681 (0.070 sec/step)
INFO:tensorflow:global step 502: loss = 19.8837 (0.061 sec/step)
INFO:tensorflow:global step 502: loss = 19.8837 (0.061 sec/step)
INFO:tensorflow:global step 503: loss = 25.3626 (0.055 sec/step)
INFO:tensorflow:global step 503: loss = 25.3626 (0.055 sec/step)
INFO:tensorflow:global step 504: loss = 21.3499 (0.055 sec/step)
INFO:tensorflow:global step 504: loss = 21.3499 (0.055 sec/step)
INFO:tensorflow:global step 505: loss = 19.2928 (0.058 sec/step)
INFO:tensorflow:global step 505: loss = 19.2928 (0.058 sec/step)
INFO:tensorflow:global step 506: loss = 23.5542 (0.058 sec/step)
INFO:tensorflow:global step 506: loss = 23.5542 (0.058 sec/step)
INFO:tensorflow:global step 507: loss = 21.4276 (0.055 sec/step)
INFO:tensorflow:global step 507: loss = 21.4276 (0.055 sec/step)
INFO:tensorflow:global step 508: loss = 21.1564 (0.054 sec/step)
INFO:tensorflow:global step 508: loss = 21.1564 (0.054 sec/step)
INFO:tensorflow:global step 509: loss = 28.7434 (0.060 sec/step)
INFO:tensorflow:global step 509: loss = 28.7434 (0.060 sec/step)
INFO:tensorflow:global step 510: loss = 22.1664 (0.060 sec/step)
INFO:tensorflow:global step 510: loss = 22.1664 (0.060 sec/step)
INFO:tensorflow:global step 511: loss = 29.2447 (0.060 sec/step)
INFO:tensorflow:global step 511: loss = 29.2447 (0.060 sec/step)
INFO:tensorflow:global step 512: loss = 21.8577 (0.060 sec/step)
INFO:tensorflow:global step 512: loss = 21.8577 (0.060 sec/step)
INFO:tensorflow:global step 513: loss = 20.0102 (0.055 sec/step)
INFO:tensorflow:global step 513: loss = 20.0102 (0.055 sec/step)
INFO:tensorflow:global step 514: loss = 25.1285 (0.055 sec/step)
INFO:tensorflow:global step 514: loss = 25.1285 (0.055 sec/step)
INFO:tensorflow:global step 515: loss = 24.5344 (0.061 sec/step)
INFO:tensorflow:global step 515: loss = 24.5344 (0.061 sec/step)
INFO:tensorflow:global step 516: loss = 25.9348 (0.056 sec/step)
INFO:tensorflow:global step 516: loss = 25.9348 (0.056 sec/step)
INFO:tensorflow:global step 517: loss = 25.9355 (0.057 sec/step)
INFO:tensorflow:global step 517: loss = 25.9355 (0.057 sec/step)
INFO:tensorflow:global step 518: loss = 26.9352 (0.064 sec/step)
INFO:tensorflow:global step 518: loss = 26.9352 (0.064 sec/step)
INFO:tensorflow:global step 519: loss = 20.0509 (0.054 sec/step)
INFO:tensorflow:global step 519: loss = 20.0509 (0.054 sec/step)
INFO:tensorflow:global step 520: loss = 25.8025 (0.055 sec/step)
INFO:tensorflow:global step 520: loss = 25.8025 (0.055 sec/step)
INFO:tensorflow:global step 521: loss = 21.6817 (0.054 sec/step)
INFO:tensorflow:global step 521: loss = 21.6817 (0.054 sec/step)
INFO:tensorflow:global step 522: loss = 22.1558 (0.060 sec/step)
INFO:tensorflow:global step 522: loss = 22.1558 (0.060 sec/step)
INFO:tensorflow:global step 523: loss = 35.2622 (0.056 sec/step)
INFO:tensorflow:global step 523: loss = 35.2622 (0.056 sec/step)
INFO:tensorflow:global step 524: loss = 21.8589 (0.057 sec/step)
INFO:tensorflow:global step 524: loss = 21.8589 (0.057 sec/step)
INFO:tensorflow:global step 525: loss = 26.3164 (0.056 sec/step)
INFO:tensorflow:global step 525: loss = 26.3164 (0.056 sec/step)
INFO:tensorflow:global step 526: loss = 25.2290 (0.061 sec/step)
INFO:tensorflow:global step 526: loss = 25.2290 (0.061 sec/step)
INFO:tensorflow:global step 527: loss = 19.7973 (0.055 sec/step)
INFO:tensorflow:global step 527: loss = 19.7973 (0.055 sec/step)
INFO:tensorflow:global step 528: loss = 20.7522 (0.054 sec/step)
INFO:tensorflow:global step 528: loss = 20.7522 (0.054 sec/step)
INFO:tensorflow:global step 529: loss = 23.5016 (0.056 sec/step)
INFO:tensorflow:global step 529: loss = 23.5016 (0.056 sec/step)
INFO:tensorflow:global step 530: loss = 24.0190 (0.058 sec/step)
INFO:tensorflow:global step 530: loss = 24.0190 (0.058 sec/step)
INFO:tensorflow:global step 531: loss = 22.1962 (0.057 sec/step)
INFO:tensorflow:global step 531: loss = 22.1962 (0.057 sec/step)
INFO:tensorflow:global step 532: loss = 23.3821 (0.057 sec/step)
INFO:tensorflow:global step 532: loss = 23.3821 (0.057 sec/step)
INFO:tensorflow:global step 533: loss = 21.1233 (0.055 sec/step)
INFO:tensorflow:global step 533: loss = 21.1233 (0.055 sec/step)
INFO:tensorflow:global step 534: loss = 19.8802 (0.058 sec/step)
INFO:tensorflow:global step 534: loss = 19.8802 (0.058 sec/step)
INFO:tensorflow:global step 535: loss = 19.0595 (0.057 sec/step)
INFO:tensorflow:global step 535: loss = 19.0595 (0.057 sec/step)
INFO:tensorflow:global step 536: loss = 26.4490 (0.060 sec/step)
INFO:tensorflow:global step 536: loss = 26.4490 (0.060 sec/step)
INFO:tensorflow:global step 537: loss = 20.0520 (0.056 sec/step)
INFO:tensorflow:global step 537: loss = 20.0520 (0.056 sec/step)
INFO:tensorflow:global step 538: loss = 25.2938 (0.060 sec/step)
INFO:tensorflow:global step 538: loss = 25.2938 (0.060 sec/step)
INFO:tensorflow:global step 539: loss = 20.2707 (0.061 sec/step)
INFO:tensorflow:global step 539: loss = 20.2707 (0.061 sec/step)
INFO:tensorflow:global step 540: loss = 24.5688 (0.054 sec/step)
INFO:tensorflow:global step 540: loss = 24.5688 (0.054 sec/step)
INFO:tensorflow:global step 541: loss = 24.4411 (0.055 sec/step)
INFO:tensorflow:global step 541: loss = 24.4411 (0.055 sec/step)
INFO:tensorflow:global step 542: loss = 21.0684 (0.056 sec/step)
INFO:tensorflow:global step 542: loss = 21.0684 (0.056 sec/step)
INFO:tensorflow:global step 543: loss = 20.9674 (0.058 sec/step)
INFO:tensorflow:global step 543: loss = 20.9674 (0.058 sec/step)
INFO:tensorflow:global step 544: loss = 21.0512 (0.056 sec/step)
INFO:tensorflow:global step 544: loss = 21.0512 (0.056 sec/step)
INFO:tensorflow:global step 545: loss = 20.4096 (0.058 sec/step)
INFO:tensorflow:global step 545: loss = 20.4096 (0.058 sec/step)
INFO:tensorflow:global step 546: loss = 24.2032 (0.060 sec/step)
INFO:tensorflow:global step 546: loss = 24.2032 (0.060 sec/step)
INFO:tensorflow:global step 547: loss = 21.1428 (0.058 sec/step)
INFO:tensorflow:global step 547: loss = 21.1428 (0.058 sec/step)
INFO:tensorflow:global step 548: loss = 20.0698 (0.071 sec/step)
INFO:tensorflow:global step 548: loss = 20.0698 (0.071 sec/step)
INFO:tensorflow:global step 549: loss = 22.8620 (0.063 sec/step)
INFO:tensorflow:global step 549: loss = 22.8620 (0.063 sec/step)
INFO:tensorflow:global step 550: loss = 18.9696 (0.058 sec/step)
INFO:tensorflow:global step 550: loss = 18.9696 (0.058 sec/step)
INFO:tensorflow:global step 551: loss = 23.1279 (0.065 sec/step)
INFO:tensorflow:global step 551: loss = 23.1279 (0.065 sec/step)
INFO:tensorflow:global step 552: loss = 18.8941 (0.060 sec/step)
INFO:tensorflow:global step 552: loss = 18.8941 (0.060 sec/step)
INFO:tensorflow:global step 553: loss = 19.4998 (0.055 sec/step)
INFO:tensorflow:global step 553: loss = 19.4998 (0.055 sec/step)
INFO:tensorflow:global step 554: loss = 19.8426 (0.054 sec/step)
INFO:tensorflow:global step 554: loss = 19.8426 (0.054 sec/step)
INFO:tensorflow:global step 555: loss = 18.7853 (0.062 sec/step)
INFO:tensorflow:global step 555: loss = 18.7853 (0.062 sec/step)
INFO:tensorflow:global step 556: loss = 22.3691 (0.059 sec/step)
INFO:tensorflow:global step 556: loss = 22.3691 (0.059 sec/step)
INFO:tensorflow:global step 557: loss = 19.8666 (0.062 sec/step)
INFO:tensorflow:global step 557: loss = 19.8666 (0.062 sec/step)
INFO:tensorflow:global step 558: loss = 23.6456 (0.059 sec/step)
INFO:tensorflow:global step 558: loss = 23.6456 (0.059 sec/step)
INFO:tensorflow:global step 559: loss = 20.9789 (0.062 sec/step)
INFO:tensorflow:global step 559: loss = 20.9789 (0.062 sec/step)
INFO:tensorflow:global step 560: loss = 20.0541 (0.055 sec/step)
INFO:tensorflow:global step 560: loss = 20.0541 (0.055 sec/step)
INFO:tensorflow:global step 561: loss = 20.6574 (0.059 sec/step)
INFO:tensorflow:global step 561: loss = 20.6574 (0.059 sec/step)
INFO:tensorflow:global step 562: loss = 21.9659 (0.057 sec/step)
INFO:tensorflow:global step 562: loss = 21.9659 (0.057 sec/step)
INFO:tensorflow:global step 563: loss = 21.4291 (0.056 sec/step)
INFO:tensorflow:global step 563: loss = 21.4291 (0.056 sec/step)
INFO:tensorflow:global step 564: loss = 18.7580 (0.054 sec/step)
INFO:tensorflow:global step 564: loss = 18.7580 (0.054 sec/step)
INFO:tensorflow:global step 565: loss = 19.1640 (0.062 sec/step)
INFO:tensorflow:global step 565: loss = 19.1640 (0.062 sec/step)
INFO:tensorflow:global step 566: loss = 18.0341 (0.059 sec/step)
INFO:tensorflow:global step 566: loss = 18.0341 (0.059 sec/step)
INFO:tensorflow:global step 567: loss = 20.9701 (0.053 sec/step)
INFO:tensorflow:global step 567: loss = 20.9701 (0.053 sec/step)
INFO:tensorflow:global step 568: loss = 20.0550 (0.055 sec/step)
INFO:tensorflow:global step 568: loss = 20.0550 (0.055 sec/step)
INFO:tensorflow:global step 569: loss = 24.0469 (0.060 sec/step)
INFO:tensorflow:global step 569: loss = 24.0469 (0.060 sec/step)
INFO:tensorflow:global step 570: loss = 22.7082 (0.056 sec/step)
INFO:tensorflow:global step 570: loss = 22.7082 (0.056 sec/step)
INFO:tensorflow:global step 571: loss = 19.5257 (0.059 sec/step)
INFO:tensorflow:global step 571: loss = 19.5257 (0.059 sec/step)
INFO:tensorflow:global step 572: loss = 17.4890 (0.056 sec/step)
INFO:tensorflow:global step 572: loss = 17.4890 (0.056 sec/step)
INFO:tensorflow:global step 573: loss = 21.0131 (0.055 sec/step)
INFO:tensorflow:global step 573: loss = 21.0131 (0.055 sec/step)
INFO:tensorflow:global step 574: loss = 21.1100 (0.056 sec/step)
INFO:tensorflow:global step 574: loss = 21.1100 (0.056 sec/step)
INFO:tensorflow:global step 575: loss = 22.6785 (0.063 sec/step)
INFO:tensorflow:global step 575: loss = 22.6785 (0.063 sec/step)
INFO:tensorflow:global step 576: loss = 17.4197 (0.056 sec/step)
INFO:tensorflow:global step 576: loss = 17.4197 (0.056 sec/step)
INFO:tensorflow:global step 577: loss = 20.9627 (0.058 sec/step)
INFO:tensorflow:global step 577: loss = 20.9627 (0.058 sec/step)
INFO:tensorflow:global step 578: loss = 21.3310 (0.054 sec/step)
INFO:tensorflow:global step 578: loss = 21.3310 (0.054 sec/step)
INFO:tensorflow:global step 579: loss = 21.7392 (0.058 sec/step)
INFO:tensorflow:global step 579: loss = 21.7392 (0.058 sec/step)
INFO:tensorflow:global step 580: loss = 20.8818 (0.056 sec/step)
INFO:tensorflow:global step 580: loss = 20.8818 (0.056 sec/step)
INFO:tensorflow:global step 581: loss = 19.0796 (0.055 sec/step)
INFO:tensorflow:global step 581: loss = 19.0796 (0.055 sec/step)
INFO:tensorflow:global step 582: loss = 23.1033 (0.053 sec/step)
INFO:tensorflow:global step 582: loss = 23.1033 (0.053 sec/step)
INFO:tensorflow:global step 583: loss = 18.6326 (0.054 sec/step)
INFO:tensorflow:global step 583: loss = 18.6326 (0.054 sec/step)
INFO:tensorflow:global step 584: loss = 22.2106 (0.056 sec/step)
INFO:tensorflow:global step 584: loss = 22.2106 (0.056 sec/step)
INFO:tensorflow:global step 585: loss = 24.5597 (0.059 sec/step)
INFO:tensorflow:global step 585: loss = 24.5597 (0.059 sec/step)
INFO:tensorflow:global step 586: loss = 23.5800 (0.057 sec/step)
INFO:tensorflow:global step 586: loss = 23.5800 (0.057 sec/step)
INFO:tensorflow:global step 587: loss = 21.9757 (0.055 sec/step)
INFO:tensorflow:global step 587: loss = 21.9757 (0.055 sec/step)
INFO:tensorflow:global step 588: loss = 21.5869 (0.058 sec/step)
INFO:tensorflow:global step 588: loss = 21.5869 (0.058 sec/step)
INFO:tensorflow:global step 589: loss = 24.3950 (0.054 sec/step)
INFO:tensorflow:global step 589: loss = 24.3950 (0.054 sec/step)
INFO:tensorflow:global step 590: loss = 22.4274 (0.057 sec/step)
INFO:tensorflow:global step 590: loss = 22.4274 (0.057 sec/step)
INFO:tensorflow:global step 591: loss = 23.0569 (0.059 sec/step)
INFO:tensorflow:global step 591: loss = 23.0569 (0.059 sec/step)
INFO:tensorflow:global step 592: loss = 20.8397 (0.055 sec/step)
INFO:tensorflow:global step 592: loss = 20.8397 (0.055 sec/step)
INFO:tensorflow:global step 593: loss = 21.9603 (0.059 sec/step)
INFO:tensorflow:global step 593: loss = 21.9603 (0.059 sec/step)
INFO:tensorflow:global step 594: loss = 22.2705 (0.059 sec/step)
INFO:tensorflow:global step 594: loss = 22.2705 (0.059 sec/step)
INFO:tensorflow:global step 595: loss = 21.3912 (0.058 sec/step)
INFO:tensorflow:global step 595: loss = 21.3912 (0.058 sec/step)
INFO:tensorflow:global step 596: loss = 19.7044 (0.054 sec/step)
INFO:tensorflow:global step 596: loss = 19.7044 (0.054 sec/step)
INFO:tensorflow:global step 597: loss = 21.5254 (0.051 sec/step)
INFO:tensorflow:global step 597: loss = 21.5254 (0.051 sec/step)
INFO:tensorflow:global step 598: loss = 22.6850 (0.054 sec/step)
INFO:tensorflow:global step 598: loss = 22.6850 (0.054 sec/step)
INFO:tensorflow:global step 599: loss = 30.2997 (0.057 sec/step)
INFO:tensorflow:global step 599: loss = 30.2997 (0.057 sec/step)
INFO:tensorflow:global step 600: loss = 17.5148 (0.056 sec/step)
INFO:tensorflow:global step 600: loss = 17.5148 (0.056 sec/step)
INFO:tensorflow:global step 601: loss = 21.0329 (0.055 sec/step)
INFO:tensorflow:global step 601: loss = 21.0329 (0.055 sec/step)
INFO:tensorflow:global step 602: loss = 22.4717 (0.058 sec/step)
INFO:tensorflow:global step 602: loss = 22.4717 (0.058 sec/step)
INFO:tensorflow:global step 603: loss = 22.9124 (0.058 sec/step)
INFO:tensorflow:global step 603: loss = 22.9124 (0.058 sec/step)
INFO:tensorflow:global step 604: loss = 18.4977 (0.058 sec/step)
INFO:tensorflow:global step 604: loss = 18.4977 (0.058 sec/step)
INFO:tensorflow:global step 605: loss = 19.7092 (0.059 sec/step)
INFO:tensorflow:global step 605: loss = 19.7092 (0.059 sec/step)
INFO:tensorflow:global step 606: loss = 18.3940 (0.052 sec/step)
INFO:tensorflow:global step 606: loss = 18.3940 (0.052 sec/step)
INFO:tensorflow:global step 607: loss = 16.7745 (0.060 sec/step)
INFO:tensorflow:global step 607: loss = 16.7745 (0.060 sec/step)
INFO:tensorflow:global step 608: loss = 16.7257 (0.058 sec/step)
INFO:tensorflow:global step 608: loss = 16.7257 (0.058 sec/step)
INFO:tensorflow:global step 609: loss = 20.0493 (0.066 sec/step)
INFO:tensorflow:global step 609: loss = 20.0493 (0.066 sec/step)
INFO:tensorflow:global step 610: loss = 20.6475 (0.057 sec/step)
INFO:tensorflow:global step 610: loss = 20.6475 (0.057 sec/step)
INFO:tensorflow:global step 611: loss = 16.5193 (0.062 sec/step)
INFO:tensorflow:global step 611: loss = 16.5193 (0.062 sec/step)
INFO:tensorflow:global step 612: loss = 21.5223 (0.057 sec/step)
INFO:tensorflow:global step 612: loss = 21.5223 (0.057 sec/step)
INFO:tensorflow:global step 613: loss = 18.9112 (0.066 sec/step)
INFO:tensorflow:global step 613: loss = 18.9112 (0.066 sec/step)
INFO:tensorflow:global step 614: loss = 23.1570 (0.055 sec/step)
INFO:tensorflow:global step 614: loss = 23.1570 (0.055 sec/step)
INFO:tensorflow:global step 615: loss = 19.3711 (0.058 sec/step)
INFO:tensorflow:global step 615: loss = 19.3711 (0.058 sec/step)
INFO:tensorflow:global step 616: loss = 18.8594 (0.060 sec/step)
INFO:tensorflow:global step 616: loss = 18.8594 (0.060 sec/step)
INFO:tensorflow:global step 617: loss = 23.3781 (0.056 sec/step)
INFO:tensorflow:global step 617: loss = 23.3781 (0.056 sec/step)
INFO:tensorflow:global step 618: loss = 19.3151 (0.055 sec/step)
INFO:tensorflow:global step 618: loss = 19.3151 (0.055 sec/step)
INFO:tensorflow:global step 619: loss = 19.3829 (0.061 sec/step)
INFO:tensorflow:global step 619: loss = 19.3829 (0.061 sec/step)
INFO:tensorflow:global step 620: loss = 22.1346 (0.055 sec/step)
INFO:tensorflow:global step 620: loss = 22.1346 (0.055 sec/step)
INFO:tensorflow:global step 621: loss = 20.4277 (0.063 sec/step)
INFO:tensorflow:global step 621: loss = 20.4277 (0.063 sec/step)
INFO:tensorflow:global step 622: loss = 18.4799 (0.059 sec/step)
INFO:tensorflow:global step 622: loss = 18.4799 (0.059 sec/step)
INFO:tensorflow:global step 623: loss = 21.0296 (0.056 sec/step)
INFO:tensorflow:global step 623: loss = 21.0296 (0.056 sec/step)
INFO:tensorflow:global step 624: loss = 19.2482 (0.058 sec/step)
INFO:tensorflow:global step 624: loss = 19.2482 (0.058 sec/step)
INFO:tensorflow:global step 625: loss = 21.2768 (0.055 sec/step)
INFO:tensorflow:global step 625: loss = 21.2768 (0.055 sec/step)
INFO:tensorflow:global step 626: loss = 21.4526 (0.063 sec/step)
INFO:tensorflow:global step 626: loss = 21.4526 (0.063 sec/step)
INFO:tensorflow:global step 627: loss = 25.5179 (0.055 sec/step)
INFO:tensorflow:global step 627: loss = 25.5179 (0.055 sec/step)
INFO:tensorflow:global step 628: loss = 18.9072 (0.057 sec/step)
INFO:tensorflow:global step 628: loss = 18.9072 (0.057 sec/step)
INFO:tensorflow:global step 629: loss = 19.4391 (0.062 sec/step)
INFO:tensorflow:global step 629: loss = 19.4391 (0.062 sec/step)
INFO:tensorflow:global step 630: loss = 20.7937 (0.059 sec/step)
INFO:tensorflow:global step 630: loss = 20.7937 (0.059 sec/step)
INFO:tensorflow:global step 631: loss = 20.5131 (0.054 sec/step)
INFO:tensorflow:global step 631: loss = 20.5131 (0.054 sec/step)
INFO:tensorflow:global step 632: loss = 24.7619 (0.056 sec/step)
INFO:tensorflow:global step 632: loss = 24.7619 (0.056 sec/step)
INFO:tensorflow:global step 633: loss = 18.8312 (0.057 sec/step)
INFO:tensorflow:global step 633: loss = 18.8312 (0.057 sec/step)
INFO:tensorflow:global step 634: loss = 21.7391 (0.056 sec/step)
INFO:tensorflow:global step 634: loss = 21.7391 (0.056 sec/step)
INFO:tensorflow:global step 635: loss = 20.3051 (0.062 sec/step)
INFO:tensorflow:global step 635: loss = 20.3051 (0.062 sec/step)
INFO:tensorflow:global step 636: loss = 20.9875 (0.058 sec/step)
INFO:tensorflow:global step 636: loss = 20.9875 (0.058 sec/step)
INFO:tensorflow:global step 637: loss = 16.0889 (0.062 sec/step)
INFO:tensorflow:global step 637: loss = 16.0889 (0.062 sec/step)
INFO:tensorflow:global step 638: loss = 17.2148 (0.062 sec/step)
INFO:tensorflow:global step 638: loss = 17.2148 (0.062 sec/step)
INFO:tensorflow:global step 639: loss = 1.4125 (0.058 sec/step)
INFO:tensorflow:global step 639: loss = 1.4125 (0.058 sec/step)
INFO:tensorflow:global step 640: loss = 18.4602 (0.052 sec/step)
INFO:tensorflow:global step 640: loss = 18.4602 (0.052 sec/step)
INFO:tensorflow:global step 641: loss = 21.2283 (0.057 sec/step)
INFO:tensorflow:global step 641: loss = 21.2283 (0.057 sec/step)
INFO:tensorflow:global step 642: loss = 24.1146 (0.057 sec/step)
INFO:tensorflow:global step 642: loss = 24.1146 (0.057 sec/step)
INFO:tensorflow:global step 643: loss = 20.4844 (0.056 sec/step)
INFO:tensorflow:global step 643: loss = 20.4844 (0.056 sec/step)
INFO:tensorflow:global step 644: loss = 23.2706 (0.055 sec/step)
INFO:tensorflow:global step 644: loss = 23.2706 (0.055 sec/step)
INFO:tensorflow:global step 645: loss = 17.7560 (0.059 sec/step)
INFO:tensorflow:global step 645: loss = 17.7560 (0.059 sec/step)
INFO:tensorflow:global step 646: loss = 19.4863 (0.057 sec/step)
INFO:tensorflow:global step 646: loss = 19.4863 (0.057 sec/step)
INFO:tensorflow:global step 647: loss = 25.4102 (0.057 sec/step)
INFO:tensorflow:global step 647: loss = 25.4102 (0.057 sec/step)
INFO:tensorflow:global step 648: loss = 18.3378 (0.061 sec/step)
INFO:tensorflow:global step 648: loss = 18.3378 (0.061 sec/step)
INFO:tensorflow:global step 649: loss = 19.8941 (0.054 sec/step)
INFO:tensorflow:global step 649: loss = 19.8941 (0.054 sec/step)
INFO:tensorflow:global step 650: loss = 22.7034 (0.056 sec/step)
INFO:tensorflow:global step 650: loss = 22.7034 (0.056 sec/step)
INFO:tensorflow:global step 651: loss = 21.2771 (0.053 sec/step)
INFO:tensorflow:global step 651: loss = 21.2771 (0.053 sec/step)
INFO:tensorflow:global step 652: loss = 20.4987 (0.053 sec/step)
INFO:tensorflow:global step 652: loss = 20.4987 (0.053 sec/step)
INFO:tensorflow:global step 653: loss = 16.5697 (0.054 sec/step)
INFO:tensorflow:global step 653: loss = 16.5697 (0.054 sec/step)
INFO:tensorflow:global step 654: loss = 18.2132 (0.055 sec/step)
INFO:tensorflow:global step 654: loss = 18.2132 (0.055 sec/step)
INFO:tensorflow:global step 655: loss = 22.1187 (0.057 sec/step)
INFO:tensorflow:global step 655: loss = 22.1187 (0.057 sec/step)
INFO:tensorflow:global step 656: loss = 18.5840 (0.059 sec/step)
INFO:tensorflow:global step 656: loss = 18.5840 (0.059 sec/step)
INFO:tensorflow:global step 657: loss = 17.4274 (0.061 sec/step)
INFO:tensorflow:global step 657: loss = 17.4274 (0.061 sec/step)
INFO:tensorflow:global step 658: loss = 18.6494 (0.060 sec/step)
INFO:tensorflow:global step 658: loss = 18.6494 (0.060 sec/step)
INFO:tensorflow:global step 659: loss = 20.1933 (0.060 sec/step)
INFO:tensorflow:global step 659: loss = 20.1933 (0.060 sec/step)
INFO:tensorflow:global step 660: loss = 22.6629 (0.064 sec/step)
INFO:tensorflow:global step 660: loss = 22.6629 (0.064 sec/step)
INFO:tensorflow:global step 661: loss = 15.9135 (0.056 sec/step)
INFO:tensorflow:global step 661: loss = 15.9135 (0.056 sec/step)
INFO:tensorflow:global step 662: loss = 17.4595 (0.058 sec/step)
INFO:tensorflow:global step 662: loss = 17.4595 (0.058 sec/step)
INFO:tensorflow:global step 663: loss = 17.2243 (0.057 sec/step)
INFO:tensorflow:global step 663: loss = 17.2243 (0.057 sec/step)
INFO:tensorflow:global step 664: loss = 23.3878 (0.053 sec/step)
INFO:tensorflow:global step 664: loss = 23.3878 (0.053 sec/step)
INFO:tensorflow:global step 665: loss = 20.3832 (0.054 sec/step)
INFO:tensorflow:global step 665: loss = 20.3832 (0.054 sec/step)
INFO:tensorflow:global step 666: loss = 19.6275 (0.063 sec/step)
INFO:tensorflow:global step 666: loss = 19.6275 (0.063 sec/step)
INFO:tensorflow:global step 667: loss = 18.6286 (0.055 sec/step)
INFO:tensorflow:global step 667: loss = 18.6286 (0.055 sec/step)
INFO:tensorflow:global step 668: loss = 20.7435 (0.063 sec/step)
INFO:tensorflow:global step 668: loss = 20.7435 (0.063 sec/step)
INFO:tensorflow:global step 669: loss = 19.8142 (0.058 sec/step)
INFO:tensorflow:global step 669: loss = 19.8142 (0.058 sec/step)
INFO:tensorflow:global step 670: loss = 18.0379 (0.059 sec/step)
INFO:tensorflow:global step 670: loss = 18.0379 (0.059 sec/step)
INFO:tensorflow:global step 671: loss = 22.0663 (0.055 sec/step)
INFO:tensorflow:global step 671: loss = 22.0663 (0.055 sec/step)
INFO:tensorflow:global step 672: loss = 18.8066 (0.057 sec/step)
INFO:tensorflow:global step 672: loss = 18.8066 (0.057 sec/step)
INFO:tensorflow:global step 673: loss = 22.6843 (0.054 sec/step)
INFO:tensorflow:global step 673: loss = 22.6843 (0.054 sec/step)
INFO:tensorflow:global step 674: loss = 17.6352 (0.056 sec/step)
INFO:tensorflow:global step 674: loss = 17.6352 (0.056 sec/step)
INFO:tensorflow:global step 675: loss = 23.3735 (0.056 sec/step)
INFO:tensorflow:global step 675: loss = 23.3735 (0.056 sec/step)
INFO:tensorflow:global step 676: loss = 25.5099 (0.055 sec/step)
INFO:tensorflow:global step 676: loss = 25.5099 (0.055 sec/step)
INFO:tensorflow:global step 677: loss = 24.8991 (0.057 sec/step)
INFO:tensorflow:global step 677: loss = 24.8991 (0.057 sec/step)
INFO:tensorflow:global step 678: loss = 20.3701 (0.056 sec/step)
INFO:tensorflow:global step 678: loss = 20.3701 (0.056 sec/step)
INFO:tensorflow:global step 679: loss = 19.5815 (0.057 sec/step)
INFO:tensorflow:global step 679: loss = 19.5815 (0.057 sec/step)
INFO:tensorflow:global step 680: loss = 15.5628 (0.058 sec/step)
INFO:tensorflow:global step 680: loss = 15.5628 (0.058 sec/step)
INFO:tensorflow:global step 681: loss = 20.1271 (0.058 sec/step)
INFO:tensorflow:global step 681: loss = 20.1271 (0.058 sec/step)
INFO:tensorflow:global step 682: loss = 16.7975 (0.059 sec/step)
INFO:tensorflow:global step 682: loss = 16.7975 (0.059 sec/step)
INFO:tensorflow:global step 683: loss = 16.3542 (0.062 sec/step)
INFO:tensorflow:global step 683: loss = 16.3542 (0.062 sec/step)
INFO:tensorflow:global step 684: loss = 25.3510 (0.058 sec/step)
INFO:tensorflow:global step 684: loss = 25.3510 (0.058 sec/step)
INFO:tensorflow:global step 685: loss = 24.0583 (0.059 sec/step)
INFO:tensorflow:global step 685: loss = 24.0583 (0.059 sec/step)
INFO:tensorflow:global step 686: loss = 20.6548 (0.057 sec/step)
INFO:tensorflow:global step 686: loss = 20.6548 (0.057 sec/step)
INFO:tensorflow:global step 687: loss = 18.0343 (0.057 sec/step)
INFO:tensorflow:global step 687: loss = 18.0343 (0.057 sec/step)
INFO:tensorflow:global step 688: loss = 16.6848 (0.057 sec/step)
INFO:tensorflow:global step 688: loss = 16.6848 (0.057 sec/step)
INFO:tensorflow:global step 689: loss = 23.0937 (0.057 sec/step)
INFO:tensorflow:global step 689: loss = 23.0937 (0.057 sec/step)
INFO:tensorflow:global step 690: loss = 18.4007 (0.055 sec/step)
INFO:tensorflow:global step 690: loss = 18.4007 (0.055 sec/step)
INFO:tensorflow:global step 691: loss = 18.1404 (0.054 sec/step)
INFO:tensorflow:global step 691: loss = 18.1404 (0.054 sec/step)
INFO:tensorflow:global step 692: loss = 17.3304 (0.062 sec/step)
INFO:tensorflow:global step 692: loss = 17.3304 (0.062 sec/step)
INFO:tensorflow:global step 693: loss = 18.2529 (0.055 sec/step)
INFO:tensorflow:global step 693: loss = 18.2529 (0.055 sec/step)
INFO:tensorflow:global step 694: loss = 25.8500 (0.057 sec/step)
INFO:tensorflow:global step 694: loss = 25.8500 (0.057 sec/step)
INFO:tensorflow:global step 695: loss = 19.7363 (0.055 sec/step)
INFO:tensorflow:global step 695: loss = 19.7363 (0.055 sec/step)
INFO:tensorflow:global step 696: loss = 16.8416 (0.060 sec/step)
INFO:tensorflow:global step 696: loss = 16.8416 (0.060 sec/step)
INFO:tensorflow:global step 697: loss = 21.7248 (0.058 sec/step)
INFO:tensorflow:global step 697: loss = 21.7248 (0.058 sec/step)
INFO:tensorflow:global step 698: loss = 18.4696 (0.056 sec/step)
INFO:tensorflow:global step 698: loss = 18.4696 (0.056 sec/step)
INFO:tensorflow:global step 699: loss = 20.4097 (0.060 sec/step)
INFO:tensorflow:global step 699: loss = 20.4097 (0.060 sec/step)
INFO:tensorflow:global step 700: loss = 1.4124 (0.056 sec/step)
INFO:tensorflow:global step 700: loss = 1.4124 (0.056 sec/step)
INFO:tensorflow:global step 701: loss = 20.7764 (0.056 sec/step)
INFO:tensorflow:global step 701: loss = 20.7764 (0.056 sec/step)
INFO:tensorflow:global step 702: loss = 16.7107 (0.055 sec/step)
INFO:tensorflow:global step 702: loss = 16.7107 (0.055 sec/step)
INFO:tensorflow:global step 703: loss = 16.7920 (0.060 sec/step)
INFO:tensorflow:global step 703: loss = 16.7920 (0.060 sec/step)
INFO:tensorflow:global step 704: loss = 21.9291 (0.056 sec/step)
INFO:tensorflow:global step 704: loss = 21.9291 (0.056 sec/step)
INFO:tensorflow:global step 705: loss = 17.3318 (0.060 sec/step)
INFO:tensorflow:global step 705: loss = 17.3318 (0.060 sec/step)
INFO:tensorflow:global step 706: loss = 22.0814 (0.058 sec/step)
INFO:tensorflow:global step 706: loss = 22.0814 (0.058 sec/step)
INFO:tensorflow:global step 707: loss = 17.8509 (0.061 sec/step)
INFO:tensorflow:global step 707: loss = 17.8509 (0.061 sec/step)
INFO:tensorflow:global step 708: loss = 20.0892 (0.056 sec/step)
INFO:tensorflow:global step 708: loss = 20.0892 (0.056 sec/step)
INFO:tensorflow:global step 709: loss = 17.7645 (0.055 sec/step)
INFO:tensorflow:global step 709: loss = 17.7645 (0.055 sec/step)
INFO:tensorflow:global step 710: loss = 24.2848 (0.058 sec/step)
INFO:tensorflow:global step 710: loss = 24.2848 (0.058 sec/step)
INFO:tensorflow:global step 711: loss = 17.1906 (0.063 sec/step)
INFO:tensorflow:global step 711: loss = 17.1906 (0.063 sec/step)
INFO:tensorflow:global step 712: loss = 17.8836 (0.060 sec/step)
INFO:tensorflow:global step 712: loss = 17.8836 (0.060 sec/step)
INFO:tensorflow:global step 713: loss = 24.3350 (0.059 sec/step)
INFO:tensorflow:global step 713: loss = 24.3350 (0.059 sec/step)
INFO:tensorflow:global step 714: loss = 17.8761 (0.059 sec/step)
INFO:tensorflow:global step 714: loss = 17.8761 (0.059 sec/step)
INFO:tensorflow:global step 715: loss = 18.6112 (0.060 sec/step)
INFO:tensorflow:global step 715: loss = 18.6112 (0.060 sec/step)
INFO:tensorflow:global step 716: loss = 17.3101 (0.056 sec/step)
INFO:tensorflow:global step 716: loss = 17.3101 (0.056 sec/step)
INFO:tensorflow:global step 717: loss = 19.8556 (0.057 sec/step)
INFO:tensorflow:global step 717: loss = 19.8556 (0.057 sec/step)
INFO:tensorflow:global step 718: loss = 23.2863 (0.056 sec/step)
INFO:tensorflow:global step 718: loss = 23.2863 (0.056 sec/step)
INFO:tensorflow:global step 719: loss = 16.8043 (0.076 sec/step)
INFO:tensorflow:global step 719: loss = 16.8043 (0.076 sec/step)
INFO:tensorflow:global step 720: loss = 14.8731 (0.056 sec/step)
INFO:tensorflow:global step 720: loss = 14.8731 (0.056 sec/step)
INFO:tensorflow:global step 721: loss = 21.0232 (0.062 sec/step)
INFO:tensorflow:global step 721: loss = 21.0232 (0.062 sec/step)
INFO:tensorflow:global step 722: loss = 1.4123 (0.059 sec/step)
INFO:tensorflow:global step 722: loss = 1.4123 (0.059 sec/step)
INFO:tensorflow:global step 723: loss = 16.9766 (0.058 sec/step)
INFO:tensorflow:global step 723: loss = 16.9766 (0.058 sec/step)
INFO:tensorflow:global step 724: loss = 27.9428 (0.062 sec/step)
INFO:tensorflow:global step 724: loss = 27.9428 (0.062 sec/step)
INFO:tensorflow:global step 725: loss = 16.7169 (0.058 sec/step)
INFO:tensorflow:global step 725: loss = 16.7169 (0.058 sec/step)
INFO:tensorflow:global step 726: loss = 19.7664 (0.058 sec/step)
INFO:tensorflow:global step 726: loss = 19.7664 (0.058 sec/step)
INFO:tensorflow:global step 727: loss = 16.0240 (0.054 sec/step)
INFO:tensorflow:global step 727: loss = 16.0240 (0.054 sec/step)
INFO:tensorflow:global step 728: loss = 17.0128 (0.057 sec/step)
INFO:tensorflow:global step 728: loss = 17.0128 (0.057 sec/step)
INFO:tensorflow:global step 729: loss = 1.4123 (0.065 sec/step)
INFO:tensorflow:global step 729: loss = 1.4123 (0.065 sec/step)
INFO:tensorflow:global step 730: loss = 16.3319 (0.054 sec/step)
INFO:tensorflow:global step 730: loss = 16.3319 (0.054 sec/step)
INFO:tensorflow:global step 731: loss = 17.0516 (0.061 sec/step)
INFO:tensorflow:global step 731: loss = 17.0516 (0.061 sec/step)
INFO:tensorflow:global step 732: loss = 14.0962 (0.056 sec/step)
INFO:tensorflow:global step 732: loss = 14.0962 (0.056 sec/step)
INFO:tensorflow:global step 733: loss = 23.1842 (0.058 sec/step)
INFO:tensorflow:global step 733: loss = 23.1842 (0.058 sec/step)
INFO:tensorflow:global step 734: loss = 17.6762 (0.054 sec/step)
INFO:tensorflow:global step 734: loss = 17.6762 (0.054 sec/step)
INFO:tensorflow:global step 735: loss = 14.5670 (0.059 sec/step)
INFO:tensorflow:global step 735: loss = 14.5670 (0.059 sec/step)
INFO:tensorflow:global step 736: loss = 18.7330 (0.054 sec/step)
INFO:tensorflow:global step 736: loss = 18.7330 (0.054 sec/step)
INFO:tensorflow:global step 737: loss = 17.8540 (0.056 sec/step)
INFO:tensorflow:global step 737: loss = 17.8540 (0.056 sec/step)
INFO:tensorflow:global step 738: loss = 16.4344 (0.058 sec/step)
INFO:tensorflow:global step 738: loss = 16.4344 (0.058 sec/step)
INFO:tensorflow:global step 739: loss = 21.8410 (0.056 sec/step)
INFO:tensorflow:global step 739: loss = 21.8410 (0.056 sec/step)
INFO:tensorflow:global step 740: loss = 17.1862 (0.056 sec/step)
INFO:tensorflow:global step 740: loss = 17.1862 (0.056 sec/step)
INFO:tensorflow:global step 741: loss = 24.2103 (0.053 sec/step)
INFO:tensorflow:global step 741: loss = 24.2103 (0.053 sec/step)
INFO:tensorflow:global step 742: loss = 16.6292 (0.055 sec/step)
INFO:tensorflow:global step 742: loss = 16.6292 (0.055 sec/step)
INFO:tensorflow:global step 743: loss = 16.6043 (0.057 sec/step)
INFO:tensorflow:global step 743: loss = 16.6043 (0.057 sec/step)
INFO:tensorflow:global step 744: loss = 18.8529 (0.060 sec/step)
INFO:tensorflow:global step 744: loss = 18.8529 (0.060 sec/step)
INFO:tensorflow:global step 745: loss = 16.2699 (0.061 sec/step)
INFO:tensorflow:global step 745: loss = 16.2699 (0.061 sec/step)
INFO:tensorflow:global step 746: loss = 15.7774 (0.056 sec/step)
INFO:tensorflow:global step 746: loss = 15.7774 (0.056 sec/step)
INFO:tensorflow:global step 747: loss = 18.0582 (0.059 sec/step)
INFO:tensorflow:global step 747: loss = 18.0582 (0.059 sec/step)
INFO:tensorflow:global step 748: loss = 19.3724 (0.056 sec/step)
INFO:tensorflow:global step 748: loss = 19.3724 (0.056 sec/step)
INFO:tensorflow:global step 749: loss = 18.8483 (0.057 sec/step)
INFO:tensorflow:global step 749: loss = 18.8483 (0.057 sec/step)
INFO:tensorflow:global step 750: loss = 22.2655 (0.057 sec/step)
INFO:tensorflow:global step 750: loss = 22.2655 (0.057 sec/step)
INFO:tensorflow:global step 751: loss = 17.9824 (0.059 sec/step)
INFO:tensorflow:global step 751: loss = 17.9824 (0.059 sec/step)
INFO:tensorflow:global step 752: loss = 20.0733 (0.062 sec/step)
INFO:tensorflow:global step 752: loss = 20.0733 (0.062 sec/step)
INFO:tensorflow:global step 753: loss = 16.8746 (0.062 sec/step)
INFO:tensorflow:global step 753: loss = 16.8746 (0.062 sec/step)
INFO:tensorflow:global step 754: loss = 21.9804 (0.055 sec/step)
INFO:tensorflow:global step 754: loss = 21.9804 (0.055 sec/step)
INFO:tensorflow:global step 755: loss = 18.0938 (0.058 sec/step)
INFO:tensorflow:global step 755: loss = 18.0938 (0.058 sec/step)
INFO:tensorflow:global step 756: loss = 16.2860 (0.059 sec/step)
INFO:tensorflow:global step 756: loss = 16.2860 (0.059 sec/step)
INFO:tensorflow:global step 757: loss = 18.3512 (0.061 sec/step)
INFO:tensorflow:global step 757: loss = 18.3512 (0.061 sec/step)
INFO:tensorflow:global step 758: loss = 16.4702 (0.061 sec/step)
INFO:tensorflow:global step 758: loss = 16.4702 (0.061 sec/step)
INFO:tensorflow:global step 759: loss = 17.8624 (0.055 sec/step)
INFO:tensorflow:global step 759: loss = 17.8624 (0.055 sec/step)
INFO:tensorflow:global step 760: loss = 16.4752 (0.057 sec/step)
INFO:tensorflow:global step 760: loss = 16.4752 (0.057 sec/step)
INFO:tensorflow:global step 761: loss = 19.4039 (0.059 sec/step)
INFO:tensorflow:global step 761: loss = 19.4039 (0.059 sec/step)
INFO:tensorflow:global step 762: loss = 14.4159 (0.056 sec/step)
INFO:tensorflow:global step 762: loss = 14.4159 (0.056 sec/step)
INFO:tensorflow:global step 763: loss = 20.3386 (0.057 sec/step)
INFO:tensorflow:global step 763: loss = 20.3386 (0.057 sec/step)
INFO:tensorflow:global step 764: loss = 27.3342 (0.058 sec/step)
INFO:tensorflow:global step 764: loss = 27.3342 (0.058 sec/step)
INFO:tensorflow:global step 765: loss = 21.6813 (0.059 sec/step)
INFO:tensorflow:global step 765: loss = 21.6813 (0.059 sec/step)
INFO:tensorflow:global step 766: loss = 16.3769 (0.057 sec/step)
INFO:tensorflow:global step 766: loss = 16.3769 (0.057 sec/step)
INFO:tensorflow:global step 767: loss = 17.3040 (0.064 sec/step)
INFO:tensorflow:global step 767: loss = 17.3040 (0.064 sec/step)
INFO:tensorflow:global step 768: loss = 19.3405 (0.053 sec/step)
INFO:tensorflow:global step 768: loss = 19.3405 (0.053 sec/step)
INFO:tensorflow:global step 769: loss = 1.4124 (0.055 sec/step)
INFO:tensorflow:global step 769: loss = 1.4124 (0.055 sec/step)
INFO:tensorflow:global step 770: loss = 17.0664 (0.056 sec/step)
INFO:tensorflow:global step 770: loss = 17.0664 (0.056 sec/step)
INFO:tensorflow:global step 771: loss = 19.3869 (0.056 sec/step)
INFO:tensorflow:global step 771: loss = 19.3869 (0.056 sec/step)
INFO:tensorflow:global step 772: loss = 17.0847 (0.057 sec/step)
INFO:tensorflow:global step 772: loss = 17.0847 (0.057 sec/step)
INFO:tensorflow:global step 773: loss = 21.6651 (0.057 sec/step)
INFO:tensorflow:global step 773: loss = 21.6651 (0.057 sec/step)
INFO:tensorflow:global step 774: loss = 19.2275 (0.058 sec/step)
INFO:tensorflow:global step 774: loss = 19.2275 (0.058 sec/step)
INFO:tensorflow:global step 775: loss = 19.5839 (0.064 sec/step)
INFO:tensorflow:global step 775: loss = 19.5839 (0.064 sec/step)
INFO:tensorflow:global step 776: loss = 19.1849 (0.055 sec/step)
INFO:tensorflow:global step 776: loss = 19.1849 (0.055 sec/step)
INFO:tensorflow:global step 777: loss = 17.3819 (0.055 sec/step)
INFO:tensorflow:global step 777: loss = 17.3819 (0.055 sec/step)
INFO:tensorflow:global step 778: loss = 16.9934 (0.056 sec/step)
INFO:tensorflow:global step 778: loss = 16.9934 (0.056 sec/step)
INFO:tensorflow:global step 779: loss = 19.0061 (0.057 sec/step)
INFO:tensorflow:global step 779: loss = 19.0061 (0.057 sec/step)
INFO:tensorflow:global step 780: loss = 17.5562 (0.059 sec/step)
INFO:tensorflow:global step 780: loss = 17.5562 (0.059 sec/step)
INFO:tensorflow:global step 781: loss = 13.9291 (0.055 sec/step)
INFO:tensorflow:global step 781: loss = 13.9291 (0.055 sec/step)
INFO:tensorflow:global step 782: loss = 17.9850 (0.054 sec/step)
INFO:tensorflow:global step 782: loss = 17.9850 (0.054 sec/step)
INFO:tensorflow:global step 783: loss = 20.7949 (0.058 sec/step)
INFO:tensorflow:global step 783: loss = 20.7949 (0.058 sec/step)
INFO:tensorflow:global step 784: loss = 15.9648 (0.061 sec/step)
INFO:tensorflow:global step 784: loss = 15.9648 (0.061 sec/step)
INFO:tensorflow:global step 785: loss = 18.1728 (0.059 sec/step)
INFO:tensorflow:global step 785: loss = 18.1728 (0.059 sec/step)
INFO:tensorflow:global step 786: loss = 16.0854 (0.061 sec/step)
INFO:tensorflow:global step 786: loss = 16.0854 (0.061 sec/step)
INFO:tensorflow:global step 787: loss = 14.9075 (0.057 sec/step)
INFO:tensorflow:global step 787: loss = 14.9075 (0.057 sec/step)
INFO:tensorflow:global step 788: loss = 20.6475 (0.055 sec/step)
INFO:tensorflow:global step 788: loss = 20.6475 (0.055 sec/step)
INFO:tensorflow:global step 789: loss = 19.9871 (0.054 sec/step)
INFO:tensorflow:global step 789: loss = 19.9871 (0.054 sec/step)
INFO:tensorflow:global step 790: loss = 14.9962 (0.059 sec/step)
INFO:tensorflow:global step 790: loss = 14.9962 (0.059 sec/step)
INFO:tensorflow:global step 791: loss = 19.7938 (0.055 sec/step)
INFO:tensorflow:global step 791: loss = 19.7938 (0.055 sec/step)
INFO:tensorflow:global step 792: loss = 16.3433 (0.056 sec/step)
INFO:tensorflow:global step 792: loss = 16.3433 (0.056 sec/step)
INFO:tensorflow:global step 793: loss = 21.7659 (0.057 sec/step)
INFO:tensorflow:global step 793: loss = 21.7659 (0.057 sec/step)
INFO:tensorflow:global step 794: loss = 16.7507 (0.056 sec/step)
INFO:tensorflow:global step 794: loss = 16.7507 (0.056 sec/step)
INFO:tensorflow:global step 795: loss = 20.6940 (0.053 sec/step)
INFO:tensorflow:global step 795: loss = 20.6940 (0.053 sec/step)
INFO:tensorflow:global step 796: loss = 14.9086 (0.060 sec/step)
INFO:tensorflow:global step 796: loss = 14.9086 (0.060 sec/step)
INFO:tensorflow:global step 797: loss = 17.1095 (0.056 sec/step)
INFO:tensorflow:global step 797: loss = 17.1095 (0.056 sec/step)
INFO:tensorflow:global step 798: loss = 13.4585 (0.055 sec/step)
INFO:tensorflow:global step 798: loss = 13.4585 (0.055 sec/step)
INFO:tensorflow:global step 799: loss = 16.1092 (0.057 sec/step)
INFO:tensorflow:global step 799: loss = 16.1092 (0.057 sec/step)
INFO:tensorflow:global step 800: loss = 14.9524 (0.054 sec/step)
INFO:tensorflow:global step 800: loss = 14.9524 (0.054 sec/step)
INFO:tensorflow:global step 801: loss = 16.6294 (0.061 sec/step)
INFO:tensorflow:global step 801: loss = 16.6294 (0.061 sec/step)
INFO:tensorflow:global step 802: loss = 15.6370 (0.060 sec/step)
INFO:tensorflow:global step 802: loss = 15.6370 (0.060 sec/step)
INFO:tensorflow:global step 803: loss = 15.5840 (0.056 sec/step)
INFO:tensorflow:global step 803: loss = 15.5840 (0.056 sec/step)
INFO:tensorflow:global step 804: loss = 1.4123 (0.056 sec/step)
INFO:tensorflow:global step 804: loss = 1.4123 (0.056 sec/step)
INFO:tensorflow:global step 805: loss = 29.1883 (0.057 sec/step)
INFO:tensorflow:global step 805: loss = 29.1883 (0.057 sec/step)
INFO:tensorflow:global step 806: loss = 1.4123 (0.053 sec/step)
INFO:tensorflow:global step 806: loss = 1.4123 (0.053 sec/step)
INFO:tensorflow:global step 807: loss = 17.9839 (0.055 sec/step)
INFO:tensorflow:global step 807: loss = 17.9839 (0.055 sec/step)
INFO:tensorflow:global step 808: loss = 17.0987 (0.057 sec/step)
INFO:tensorflow:global step 808: loss = 17.0987 (0.057 sec/step)
INFO:tensorflow:global step 809: loss = 19.0107 (0.055 sec/step)
INFO:tensorflow:global step 809: loss = 19.0107 (0.055 sec/step)
INFO:tensorflow:global step 810: loss = 22.6146 (0.060 sec/step)
INFO:tensorflow:global step 810: loss = 22.6146 (0.060 sec/step)
INFO:tensorflow:global step 811: loss = 16.4083 (0.055 sec/step)
INFO:tensorflow:global step 811: loss = 16.4083 (0.055 sec/step)
INFO:tensorflow:global step 812: loss = 16.9616 (0.055 sec/step)
INFO:tensorflow:global step 812: loss = 16.9616 (0.055 sec/step)
INFO:tensorflow:global step 813: loss = 23.0450 (0.054 sec/step)
INFO:tensorflow:global step 813: loss = 23.0450 (0.054 sec/step)
INFO:tensorflow:global step 814: loss = 17.4215 (0.056 sec/step)
INFO:tensorflow:global step 814: loss = 17.4215 (0.056 sec/step)
INFO:tensorflow:global step 815: loss = 16.8433 (0.058 sec/step)
INFO:tensorflow:global step 815: loss = 16.8433 (0.058 sec/step)
INFO:tensorflow:global step 816: loss = 20.1170 (0.059 sec/step)
INFO:tensorflow:global step 816: loss = 20.1170 (0.059 sec/step)
INFO:tensorflow:global step 817: loss = 16.1488 (0.055 sec/step)
INFO:tensorflow:global step 817: loss = 16.1488 (0.055 sec/step)
INFO:tensorflow:global step 818: loss = 13.5838 (0.055 sec/step)
INFO:tensorflow:global step 818: loss = 13.5838 (0.055 sec/step)
INFO:tensorflow:global step 819: loss = 18.4151 (0.056 sec/step)
INFO:tensorflow:global step 819: loss = 18.4151 (0.056 sec/step)
INFO:tensorflow:global step 820: loss = 18.9395 (0.056 sec/step)
INFO:tensorflow:global step 820: loss = 18.9395 (0.056 sec/step)
INFO:tensorflow:global step 821: loss = 13.0877 (0.058 sec/step)
INFO:tensorflow:global step 821: loss = 13.0877 (0.058 sec/step)
INFO:tensorflow:global step 822: loss = 17.2186 (0.055 sec/step)
INFO:tensorflow:global step 822: loss = 17.2186 (0.055 sec/step)
INFO:tensorflow:global step 823: loss = 20.0122 (0.053 sec/step)
INFO:tensorflow:global step 823: loss = 20.0122 (0.053 sec/step)
INFO:tensorflow:global step 824: loss = 17.0761 (0.061 sec/step)
INFO:tensorflow:global step 824: loss = 17.0761 (0.061 sec/step)
INFO:tensorflow:global step 825: loss = 15.1473 (0.055 sec/step)
INFO:tensorflow:global step 825: loss = 15.1473 (0.055 sec/step)
INFO:tensorflow:global step 826: loss = 16.5606 (0.055 sec/step)
INFO:tensorflow:global step 826: loss = 16.5606 (0.055 sec/step)
INFO:tensorflow:global step 827: loss = 1.4123 (0.055 sec/step)
INFO:tensorflow:global step 827: loss = 1.4123 (0.055 sec/step)
INFO:tensorflow:global step 828: loss = 16.0992 (0.058 sec/step)
INFO:tensorflow:global step 828: loss = 16.0992 (0.058 sec/step)
INFO:tensorflow:global step 829: loss = 17.1715 (0.059 sec/step)
INFO:tensorflow:global step 829: loss = 17.1715 (0.059 sec/step)
INFO:tensorflow:global step 830: loss = 14.1609 (0.060 sec/step)
INFO:tensorflow:global step 830: loss = 14.1609 (0.060 sec/step)
INFO:tensorflow:global step 831: loss = 16.8497 (0.064 sec/step)
INFO:tensorflow:global step 831: loss = 16.8497 (0.064 sec/step)
INFO:tensorflow:global step 832: loss = 19.0816 (0.054 sec/step)
INFO:tensorflow:global step 832: loss = 19.0816 (0.054 sec/step)
INFO:tensorflow:global step 833: loss = 23.0558 (0.058 sec/step)
INFO:tensorflow:global step 833: loss = 23.0558 (0.058 sec/step)
INFO:tensorflow:global step 834: loss = 18.4422 (0.054 sec/step)
INFO:tensorflow:global step 834: loss = 18.4422 (0.054 sec/step)
INFO:tensorflow:global step 835: loss = 18.4228 (0.055 sec/step)
INFO:tensorflow:global step 835: loss = 18.4228 (0.055 sec/step)
INFO:tensorflow:global step 836: loss = 22.1010 (0.057 sec/step)
INFO:tensorflow:global step 836: loss = 22.1010 (0.057 sec/step)
INFO:tensorflow:global step 837: loss = 15.9457 (0.056 sec/step)
INFO:tensorflow:global step 837: loss = 15.9457 (0.056 sec/step)
INFO:tensorflow:global step 838: loss = 14.7142 (0.057 sec/step)
INFO:tensorflow:global step 838: loss = 14.7142 (0.057 sec/step)
INFO:tensorflow:global step 839: loss = 14.5672 (0.070 sec/step)
INFO:tensorflow:global step 839: loss = 14.5672 (0.070 sec/step)
INFO:tensorflow:global step 840: loss = 20.6474 (0.057 sec/step)
INFO:tensorflow:global step 840: loss = 20.6474 (0.057 sec/step)
INFO:tensorflow:global step 841: loss = 25.1957 (0.055 sec/step)
INFO:tensorflow:global step 841: loss = 25.1957 (0.055 sec/step)
INFO:tensorflow:global step 842: loss = 19.5081 (0.056 sec/step)
INFO:tensorflow:global step 842: loss = 19.5081 (0.056 sec/step)
INFO:tensorflow:global step 843: loss = 14.2600 (0.054 sec/step)
INFO:tensorflow:global step 843: loss = 14.2600 (0.054 sec/step)
INFO:tensorflow:global step 844: loss = 19.8490 (0.056 sec/step)
INFO:tensorflow:global step 844: loss = 19.8490 (0.056 sec/step)
INFO:tensorflow:global step 845: loss = 19.4216 (0.057 sec/step)
INFO:tensorflow:global step 845: loss = 19.4216 (0.057 sec/step)
INFO:tensorflow:global step 846: loss = 17.8984 (0.060 sec/step)
INFO:tensorflow:global step 846: loss = 17.8984 (0.060 sec/step)
INFO:tensorflow:global step 847: loss = 24.9389 (0.056 sec/step)
INFO:tensorflow:global step 847: loss = 24.9389 (0.056 sec/step)
INFO:tensorflow:global step 848: loss = 15.2888 (0.054 sec/step)
INFO:tensorflow:global step 848: loss = 15.2888 (0.054 sec/step)
INFO:tensorflow:global step 849: loss = 15.2199 (0.053 sec/step)
INFO:tensorflow:global step 849: loss = 15.2199 (0.053 sec/step)
INFO:tensorflow:global step 850: loss = 18.4254 (0.059 sec/step)
INFO:tensorflow:global step 850: loss = 18.4254 (0.059 sec/step)
INFO:tensorflow:global step 851: loss = 13.8048 (0.056 sec/step)
INFO:tensorflow:global step 851: loss = 13.8048 (0.056 sec/step)
INFO:tensorflow:global step 852: loss = 17.5845 (0.059 sec/step)
INFO:tensorflow:global step 852: loss = 17.5845 (0.059 sec/step)
INFO:tensorflow:global step 853: loss = 14.9922 (0.054 sec/step)
INFO:tensorflow:global step 853: loss = 14.9922 (0.054 sec/step)
INFO:tensorflow:global step 854: loss = 15.3020 (0.059 sec/step)
INFO:tensorflow:global step 854: loss = 15.3020 (0.059 sec/step)
INFO:tensorflow:global step 855: loss = 14.9677 (0.056 sec/step)
INFO:tensorflow:global step 855: loss = 14.9677 (0.056 sec/step)
INFO:tensorflow:global step 856: loss = 15.3058 (0.062 sec/step)
INFO:tensorflow:global step 856: loss = 15.3058 (0.062 sec/step)
INFO:tensorflow:global step 857: loss = 21.5794 (0.057 sec/step)
INFO:tensorflow:global step 857: loss = 21.5794 (0.057 sec/step)
INFO:tensorflow:global step 858: loss = 17.6968 (0.058 sec/step)
INFO:tensorflow:global step 858: loss = 17.6968 (0.058 sec/step)
INFO:tensorflow:global step 859: loss = 21.1719 (0.059 sec/step)
INFO:tensorflow:global step 859: loss = 21.1719 (0.059 sec/step)
INFO:tensorflow:global step 860: loss = 17.8064 (0.056 sec/step)
INFO:tensorflow:global step 860: loss = 17.8064 (0.056 sec/step)
INFO:tensorflow:global step 861: loss = 15.9285 (0.055 sec/step)
INFO:tensorflow:global step 861: loss = 15.9285 (0.055 sec/step)
INFO:tensorflow:global step 862: loss = 18.8025 (0.062 sec/step)
INFO:tensorflow:global step 862: loss = 18.8025 (0.062 sec/step)
INFO:tensorflow:global step 863: loss = 14.9840 (0.055 sec/step)
INFO:tensorflow:global step 863: loss = 14.9840 (0.055 sec/step)
INFO:tensorflow:global step 864: loss = 20.0733 (0.057 sec/step)
INFO:tensorflow:global step 864: loss = 20.0733 (0.057 sec/step)
INFO:tensorflow:global step 865: loss = 18.0525 (0.060 sec/step)
INFO:tensorflow:global step 865: loss = 18.0525 (0.060 sec/step)
INFO:tensorflow:global step 866: loss = 21.5534 (0.057 sec/step)
INFO:tensorflow:global step 866: loss = 21.5534 (0.057 sec/step)
INFO:tensorflow:global step 867: loss = 17.7918 (0.061 sec/step)
INFO:tensorflow:global step 867: loss = 17.7918 (0.061 sec/step)
INFO:tensorflow:global step 868: loss = 18.4084 (0.059 sec/step)
INFO:tensorflow:global step 868: loss = 18.4084 (0.059 sec/step)
INFO:tensorflow:global step 869: loss = 21.5978 (0.060 sec/step)
INFO:tensorflow:global step 869: loss = 21.5978 (0.060 sec/step)
INFO:tensorflow:global step 870: loss = 19.9636 (0.065 sec/step)
INFO:tensorflow:global step 870: loss = 19.9636 (0.065 sec/step)
INFO:tensorflow:global step 871: loss = 15.8853 (0.058 sec/step)
INFO:tensorflow:global step 871: loss = 15.8853 (0.058 sec/step)
INFO:tensorflow:global step 872: loss = 13.4338 (0.056 sec/step)
INFO:tensorflow:global step 872: loss = 13.4338 (0.056 sec/step)
INFO:tensorflow:global step 873: loss = 18.1731 (0.058 sec/step)
INFO:tensorflow:global step 873: loss = 18.1731 (0.058 sec/step)
INFO:tensorflow:global step 874: loss = 14.8087 (0.067 sec/step)
INFO:tensorflow:global step 874: loss = 14.8087 (0.067 sec/step)
INFO:tensorflow:global step 875: loss = 24.8376 (0.061 sec/step)
INFO:tensorflow:global step 875: loss = 24.8376 (0.061 sec/step)
INFO:tensorflow:global step 876: loss = 14.3196 (0.059 sec/step)
INFO:tensorflow:global step 876: loss = 14.3196 (0.059 sec/step)
INFO:tensorflow:global step 877: loss = 16.1292 (0.058 sec/step)
INFO:tensorflow:global step 877: loss = 16.1292 (0.058 sec/step)
INFO:tensorflow:global step 878: loss = 14.4002 (0.056 sec/step)
INFO:tensorflow:global step 878: loss = 14.4002 (0.056 sec/step)
INFO:tensorflow:global step 879: loss = 16.7838 (0.058 sec/step)
INFO:tensorflow:global step 879: loss = 16.7838 (0.058 sec/step)
INFO:tensorflow:global step 880: loss = 16.0639 (0.056 sec/step)
INFO:tensorflow:global step 880: loss = 16.0639 (0.056 sec/step)
INFO:tensorflow:global step 881: loss = 18.6902 (0.062 sec/step)
INFO:tensorflow:global step 881: loss = 18.6902 (0.062 sec/step)
INFO:tensorflow:global step 882: loss = 20.1251 (0.060 sec/step)
INFO:tensorflow:global step 882: loss = 20.1251 (0.060 sec/step)
INFO:tensorflow:global step 883: loss = 15.1731 (0.059 sec/step)
INFO:tensorflow:global step 883: loss = 15.1731 (0.059 sec/step)
INFO:tensorflow:global step 884: loss = 18.5750 (0.055 sec/step)
INFO:tensorflow:global step 884: loss = 18.5750 (0.055 sec/step)
INFO:tensorflow:global step 885: loss = 18.0628 (0.057 sec/step)
INFO:tensorflow:global step 885: loss = 18.0628 (0.057 sec/step)
INFO:tensorflow:global step 886: loss = 14.4786 (0.062 sec/step)
INFO:tensorflow:global step 886: loss = 14.4786 (0.062 sec/step)
INFO:tensorflow:global step 887: loss = 20.1593 (0.055 sec/step)
INFO:tensorflow:global step 887: loss = 20.1593 (0.055 sec/step)
INFO:tensorflow:global step 888: loss = 14.4335 (0.058 sec/step)
INFO:tensorflow:global step 888: loss = 14.4335 (0.058 sec/step)
INFO:tensorflow:global step 889: loss = 15.5769 (0.061 sec/step)
INFO:tensorflow:global step 889: loss = 15.5769 (0.061 sec/step)
INFO:tensorflow:global step 890: loss = 14.3693 (0.056 sec/step)
INFO:tensorflow:global step 890: loss = 14.3693 (0.056 sec/step)
INFO:tensorflow:global step 891: loss = 14.7208 (0.054 sec/step)
INFO:tensorflow:global step 891: loss = 14.7208 (0.054 sec/step)
INFO:tensorflow:global step 892: loss = 15.4915 (0.055 sec/step)
INFO:tensorflow:global step 892: loss = 15.4915 (0.055 sec/step)
INFO:tensorflow:global step 893: loss = 16.0449 (0.055 sec/step)
INFO:tensorflow:global step 893: loss = 16.0449 (0.055 sec/step)
INFO:tensorflow:global step 894: loss = 16.8569 (0.058 sec/step)
INFO:tensorflow:global step 894: loss = 16.8569 (0.058 sec/step)
INFO:tensorflow:global step 895: loss = 14.4338 (0.056 sec/step)
INFO:tensorflow:global step 895: loss = 14.4338 (0.056 sec/step)
INFO:tensorflow:global step 896: loss = 15.9063 (0.059 sec/step)
INFO:tensorflow:global step 896: loss = 15.9063 (0.059 sec/step)
INFO:tensorflow:global step 897: loss = 16.8250 (0.058 sec/step)
INFO:tensorflow:global step 897: loss = 16.8250 (0.058 sec/step)
INFO:tensorflow:global step 898: loss = 13.6127 (0.060 sec/step)
INFO:tensorflow:global step 898: loss = 13.6127 (0.060 sec/step)
INFO:tensorflow:global step 899: loss = 17.7729 (0.067 sec/step)
INFO:tensorflow:global step 899: loss = 17.7729 (0.067 sec/step)
INFO:tensorflow:global step 900: loss = 21.1240 (0.056 sec/step)
INFO:tensorflow:global step 900: loss = 21.1240 (0.056 sec/step)
INFO:tensorflow:global step 901: loss = 17.4068 (0.054 sec/step)
INFO:tensorflow:global step 901: loss = 17.4068 (0.054 sec/step)
INFO:tensorflow:global step 902: loss = 13.5712 (0.060 sec/step)
INFO:tensorflow:global step 902: loss = 13.5712 (0.060 sec/step)
INFO:tensorflow:global step 903: loss = 13.8279 (0.059 sec/step)
INFO:tensorflow:global step 903: loss = 13.8279 (0.059 sec/step)
INFO:tensorflow:global step 904: loss = 14.1376 (0.059 sec/step)
INFO:tensorflow:global step 904: loss = 14.1376 (0.059 sec/step)
INFO:tensorflow:global step 905: loss = 18.7632 (0.058 sec/step)
INFO:tensorflow:global step 905: loss = 18.7632 (0.058 sec/step)
INFO:tensorflow:global step 906: loss = 19.3653 (0.055 sec/step)
INFO:tensorflow:global step 906: loss = 19.3653 (0.055 sec/step)
INFO:tensorflow:global step 907: loss = 19.4566 (0.056 sec/step)
INFO:tensorflow:global step 907: loss = 19.4566 (0.056 sec/step)
INFO:tensorflow:global step 908: loss = 20.8698 (0.055 sec/step)
INFO:tensorflow:global step 908: loss = 20.8698 (0.055 sec/step)
INFO:tensorflow:global step 909: loss = 19.1498 (0.057 sec/step)
INFO:tensorflow:global step 909: loss = 19.1498 (0.057 sec/step)
INFO:tensorflow:global step 910: loss = 15.4567 (0.056 sec/step)
INFO:tensorflow:global step 910: loss = 15.4567 (0.056 sec/step)
INFO:tensorflow:global step 911: loss = 18.3731 (0.053 sec/step)
INFO:tensorflow:global step 911: loss = 18.3731 (0.053 sec/step)
INFO:tensorflow:global step 912: loss = 17.1949 (0.057 sec/step)
INFO:tensorflow:global step 912: loss = 17.1949 (0.057 sec/step)
INFO:tensorflow:global step 913: loss = 1.4122 (0.052 sec/step)
INFO:tensorflow:global step 913: loss = 1.4122 (0.052 sec/step)
INFO:tensorflow:global step 914: loss = 25.7798 (0.055 sec/step)
INFO:tensorflow:global step 914: loss = 25.7798 (0.055 sec/step)
INFO:tensorflow:global step 915: loss = 22.5482 (0.066 sec/step)
INFO:tensorflow:global step 915: loss = 22.5482 (0.066 sec/step)
INFO:tensorflow:global step 916: loss = 17.2307 (0.061 sec/step)
INFO:tensorflow:global step 916: loss = 17.2307 (0.061 sec/step)
INFO:tensorflow:global step 917: loss = 23.3065 (0.056 sec/step)
INFO:tensorflow:global step 917: loss = 23.3065 (0.056 sec/step)
INFO:tensorflow:global step 918: loss = 13.6707 (0.056 sec/step)
INFO:tensorflow:global step 918: loss = 13.6707 (0.056 sec/step)
INFO:tensorflow:global step 919: loss = 14.5526 (0.057 sec/step)
INFO:tensorflow:global step 919: loss = 14.5526 (0.057 sec/step)
INFO:tensorflow:global step 920: loss = 21.1028 (0.059 sec/step)
INFO:tensorflow:global step 920: loss = 21.1028 (0.059 sec/step)
INFO:tensorflow:global step 921: loss = 15.9988 (0.054 sec/step)
INFO:tensorflow:global step 921: loss = 15.9988 (0.054 sec/step)
INFO:tensorflow:global step 922: loss = 15.1552 (0.063 sec/step)
INFO:tensorflow:global step 922: loss = 15.1552 (0.063 sec/step)
INFO:tensorflow:global step 923: loss = 13.5707 (0.060 sec/step)
INFO:tensorflow:global step 923: loss = 13.5707 (0.060 sec/step)
INFO:tensorflow:global step 924: loss = 12.9845 (0.059 sec/step)
INFO:tensorflow:global step 924: loss = 12.9845 (0.059 sec/step)
INFO:tensorflow:global step 925: loss = 12.5530 (0.060 sec/step)
INFO:tensorflow:global step 925: loss = 12.5530 (0.060 sec/step)
INFO:tensorflow:global step 926: loss = 15.4145 (0.055 sec/step)
INFO:tensorflow:global step 926: loss = 15.4145 (0.055 sec/step)
INFO:tensorflow:global step 927: loss = 15.1401 (0.056 sec/step)
INFO:tensorflow:global step 927: loss = 15.1401 (0.056 sec/step)
INFO:tensorflow:global step 928: loss = 20.1760 (0.064 sec/step)
INFO:tensorflow:global step 928: loss = 20.1760 (0.064 sec/step)
INFO:tensorflow:global step 929: loss = 24.8767 (0.054 sec/step)
INFO:tensorflow:global step 929: loss = 24.8767 (0.054 sec/step)
INFO:tensorflow:global step 930: loss = 17.4375 (0.058 sec/step)
INFO:tensorflow:global step 930: loss = 17.4375 (0.058 sec/step)
INFO:tensorflow:global step 931: loss = 1.4120 (0.058 sec/step)
INFO:tensorflow:global step 931: loss = 1.4120 (0.058 sec/step)
INFO:tensorflow:global step 932: loss = 17.7438 (0.059 sec/step)
INFO:tensorflow:global step 932: loss = 17.7438 (0.059 sec/step)
INFO:tensorflow:global step 933: loss = 15.1312 (0.056 sec/step)
INFO:tensorflow:global step 933: loss = 15.1312 (0.056 sec/step)
INFO:tensorflow:global step 934: loss = 14.5690 (0.059 sec/step)
INFO:tensorflow:global step 934: loss = 14.5690 (0.059 sec/step)
INFO:tensorflow:global step 935: loss = 22.2389 (0.063 sec/step)
INFO:tensorflow:global step 935: loss = 22.2389 (0.063 sec/step)
INFO:tensorflow:global step 936: loss = 15.8812 (0.057 sec/step)
INFO:tensorflow:global step 936: loss = 15.8812 (0.057 sec/step)
INFO:tensorflow:global step 937: loss = 15.7710 (0.054 sec/step)
INFO:tensorflow:global step 937: loss = 15.7710 (0.054 sec/step)
INFO:tensorflow:global step 938: loss = 19.1365 (0.057 sec/step)
INFO:tensorflow:global step 938: loss = 19.1365 (0.057 sec/step)
INFO:tensorflow:global step 939: loss = 17.1730 (0.063 sec/step)
INFO:tensorflow:global step 939: loss = 17.1730 (0.063 sec/step)
INFO:tensorflow:global step 940: loss = 23.2944 (0.053 sec/step)
INFO:tensorflow:global step 940: loss = 23.2944 (0.053 sec/step)
INFO:tensorflow:global step 941: loss = 18.9376 (0.056 sec/step)
INFO:tensorflow:global step 941: loss = 18.9376 (0.056 sec/step)
INFO:tensorflow:global step 942: loss = 18.0981 (0.057 sec/step)
INFO:tensorflow:global step 942: loss = 18.0981 (0.057 sec/step)
INFO:tensorflow:global step 943: loss = 17.2142 (0.056 sec/step)
INFO:tensorflow:global step 943: loss = 17.2142 (0.056 sec/step)
INFO:tensorflow:global step 944: loss = 13.2556 (0.060 sec/step)
INFO:tensorflow:global step 944: loss = 13.2556 (0.060 sec/step)
INFO:tensorflow:global step 945: loss = 14.7980 (0.055 sec/step)
INFO:tensorflow:global step 945: loss = 14.7980 (0.055 sec/step)
INFO:tensorflow:global step 946: loss = 18.6270 (0.056 sec/step)
INFO:tensorflow:global step 946: loss = 18.6270 (0.056 sec/step)
INFO:tensorflow:global step 947: loss = 16.8374 (0.056 sec/step)
INFO:tensorflow:global step 947: loss = 16.8374 (0.056 sec/step)
INFO:tensorflow:global step 948: loss = 18.5626 (0.056 sec/step)
INFO:tensorflow:global step 948: loss = 18.5626 (0.056 sec/step)
INFO:tensorflow:global step 949: loss = 17.2895 (0.053 sec/step)
INFO:tensorflow:global step 949: loss = 17.2895 (0.053 sec/step)
INFO:tensorflow:global step 950: loss = 13.5948 (0.054 sec/step)
INFO:tensorflow:global step 950: loss = 13.5948 (0.054 sec/step)
INFO:tensorflow:global step 951: loss = 14.9525 (0.055 sec/step)
INFO:tensorflow:global step 951: loss = 14.9525 (0.055 sec/step)
INFO:tensorflow:global step 952: loss = 19.0906 (0.059 sec/step)
INFO:tensorflow:global step 952: loss = 19.0906 (0.059 sec/step)
INFO:tensorflow:global step 953: loss = 19.2929 (0.058 sec/step)
INFO:tensorflow:global step 953: loss = 19.2929 (0.058 sec/step)
INFO:tensorflow:global step 954: loss = 10.6380 (0.055 sec/step)
INFO:tensorflow:global step 954: loss = 10.6380 (0.055 sec/step)
INFO:tensorflow:global step 955: loss = 22.5819 (0.059 sec/step)
INFO:tensorflow:global step 955: loss = 22.5819 (0.059 sec/step)
INFO:tensorflow:global step 956: loss = 15.8682 (0.058 sec/step)
INFO:tensorflow:global step 956: loss = 15.8682 (0.058 sec/step)
INFO:tensorflow:global step 957: loss = 12.9904 (0.060 sec/step)
INFO:tensorflow:global step 957: loss = 12.9904 (0.060 sec/step)
INFO:tensorflow:global step 958: loss = 16.7902 (0.055 sec/step)
INFO:tensorflow:global step 958: loss = 16.7902 (0.055 sec/step)
INFO:tensorflow:global step 959: loss = 16.6112 (0.071 sec/step)
INFO:tensorflow:global step 959: loss = 16.6112 (0.071 sec/step)
INFO:tensorflow:global step 960: loss = 16.1947 (0.058 sec/step)
INFO:tensorflow:global step 960: loss = 16.1947 (0.058 sec/step)
INFO:tensorflow:global step 961: loss = 15.4390 (0.055 sec/step)
INFO:tensorflow:global step 961: loss = 15.4390 (0.055 sec/step)
INFO:tensorflow:global step 962: loss = 15.3201 (0.060 sec/step)
INFO:tensorflow:global step 962: loss = 15.3201 (0.060 sec/step)
INFO:tensorflow:global step 963: loss = 16.5934 (0.056 sec/step)
INFO:tensorflow:global step 963: loss = 16.5934 (0.056 sec/step)
INFO:tensorflow:global step 964: loss = 15.8666 (0.060 sec/step)
INFO:tensorflow:global step 964: loss = 15.8666 (0.060 sec/step)
INFO:tensorflow:global step 965: loss = 15.8712 (0.056 sec/step)
INFO:tensorflow:global step 965: loss = 15.8712 (0.056 sec/step)
INFO:tensorflow:global step 966: loss = 17.4636 (0.056 sec/step)
INFO:tensorflow:global step 966: loss = 17.4636 (0.056 sec/step)
INFO:tensorflow:global step 967: loss = 18.1427 (0.060 sec/step)
INFO:tensorflow:global step 967: loss = 18.1427 (0.060 sec/step)
INFO:tensorflow:global step 968: loss = 20.1347 (0.060 sec/step)
INFO:tensorflow:global step 968: loss = 20.1347 (0.060 sec/step)
INFO:tensorflow:global step 969: loss = 15.4602 (0.060 sec/step)
INFO:tensorflow:global step 969: loss = 15.4602 (0.060 sec/step)
INFO:tensorflow:global step 970: loss = 19.3104 (0.061 sec/step)
INFO:tensorflow:global step 970: loss = 19.3104 (0.061 sec/step)
INFO:tensorflow:global step 971: loss = 18.4960 (0.058 sec/step)
INFO:tensorflow:global step 971: loss = 18.4960 (0.058 sec/step)
INFO:tensorflow:global step 972: loss = 19.0791 (0.059 sec/step)
INFO:tensorflow:global step 972: loss = 19.0791 (0.059 sec/step)
INFO:tensorflow:global step 973: loss = 20.0895 (0.055 sec/step)
INFO:tensorflow:global step 973: loss = 20.0895 (0.055 sec/step)
INFO:tensorflow:global step 974: loss = 18.7173 (0.052 sec/step)
INFO:tensorflow:global step 974: loss = 18.7173 (0.052 sec/step)
INFO:tensorflow:global step 975: loss = 13.9839 (0.060 sec/step)
INFO:tensorflow:global step 975: loss = 13.9839 (0.060 sec/step)
INFO:tensorflow:global step 976: loss = 17.0662 (0.058 sec/step)
INFO:tensorflow:global step 976: loss = 17.0662 (0.058 sec/step)
INFO:tensorflow:global step 977: loss = 14.7476 (0.054 sec/step)
INFO:tensorflow:global step 977: loss = 14.7476 (0.054 sec/step)
INFO:tensorflow:global step 978: loss = 14.8352 (0.054 sec/step)
INFO:tensorflow:global step 978: loss = 14.8352 (0.054 sec/step)
INFO:tensorflow:global step 979: loss = 14.4762 (0.055 sec/step)
INFO:tensorflow:global step 979: loss = 14.4762 (0.055 sec/step)
INFO:tensorflow:global step 980: loss = 17.9599 (0.056 sec/step)
INFO:tensorflow:global step 980: loss = 17.9599 (0.056 sec/step)
INFO:tensorflow:global step 981: loss = 13.7422 (0.055 sec/step)
INFO:tensorflow:global step 981: loss = 13.7422 (0.055 sec/step)
INFO:tensorflow:global step 982: loss = 12.0685 (0.063 sec/step)
INFO:tensorflow:global step 982: loss = 12.0685 (0.063 sec/step)
INFO:tensorflow:global step 983: loss = 18.5679 (0.063 sec/step)
INFO:tensorflow:global step 983: loss = 18.5679 (0.063 sec/step)
INFO:tensorflow:global step 984: loss = 14.4649 (0.055 sec/step)
INFO:tensorflow:global step 984: loss = 14.4649 (0.055 sec/step)
INFO:tensorflow:global step 985: loss = 14.8055 (0.062 sec/step)
INFO:tensorflow:global step 985: loss = 14.8055 (0.062 sec/step)
INFO:tensorflow:global step 986: loss = 14.0876 (0.059 sec/step)
INFO:tensorflow:global step 986: loss = 14.0876 (0.059 sec/step)
INFO:tensorflow:global step 987: loss = 14.7534 (0.062 sec/step)
INFO:tensorflow:global step 987: loss = 14.7534 (0.062 sec/step)
INFO:tensorflow:global step 988: loss = 15.5479 (0.056 sec/step)
INFO:tensorflow:global step 988: loss = 15.5479 (0.056 sec/step)
INFO:tensorflow:global step 989: loss = 19.2114 (0.055 sec/step)
INFO:tensorflow:global step 989: loss = 19.2114 (0.055 sec/step)
INFO:tensorflow:global step 990: loss = 17.4430 (0.060 sec/step)
INFO:tensorflow:global step 990: loss = 17.4430 (0.060 sec/step)
INFO:tensorflow:global step 991: loss = 13.8029 (0.055 sec/step)
INFO:tensorflow:global step 991: loss = 13.8029 (0.055 sec/step)
INFO:tensorflow:global step 992: loss = 17.7193 (0.052 sec/step)
INFO:tensorflow:global step 992: loss = 17.7193 (0.052 sec/step)
INFO:tensorflow:global step 993: loss = 15.7404 (0.054 sec/step)
INFO:tensorflow:global step 993: loss = 15.7404 (0.054 sec/step)
INFO:tensorflow:global step 994: loss = 17.3931 (0.061 sec/step)
INFO:tensorflow:global step 994: loss = 17.3931 (0.061 sec/step)
INFO:tensorflow:global step 995: loss = 12.6794 (0.057 sec/step)
INFO:tensorflow:global step 995: loss = 12.6794 (0.057 sec/step)
INFO:tensorflow:global step 996: loss = 15.7570 (0.057 sec/step)
INFO:tensorflow:global step 996: loss = 15.7570 (0.057 sec/step)
INFO:tensorflow:global step 997: loss = 13.5593 (0.058 sec/step)
INFO:tensorflow:global step 997: loss = 13.5593 (0.058 sec/step)
INFO:tensorflow:global step 998: loss = 16.0378 (0.055 sec/step)
INFO:tensorflow:global step 998: loss = 16.0378 (0.055 sec/step)
INFO:tensorflow:global step 999: loss = 22.1002 (0.062 sec/step)
INFO:tensorflow:global step 999: loss = 22.1002 (0.062 sec/step)
INFO:tensorflow:global step 1000: loss = 14.1429 (0.059 sec/step)
INFO:tensorflow:global step 1000: loss = 14.1429 (0.059 sec/step)
INFO:tensorflow:global step 1001: loss = 19.1217 (0.057 sec/step)
INFO:tensorflow:global step 1001: loss = 19.1217 (0.057 sec/step)
INFO:tensorflow:global step 1002: loss = 14.3196 (0.063 sec/step)
INFO:tensorflow:global step 1002: loss = 14.3196 (0.063 sec/step)
INFO:tensorflow:global step 1003: loss = 15.1162 (0.060 sec/step)
INFO:tensorflow:global step 1003: loss = 15.1162 (0.060 sec/step)
INFO:tensorflow:global step 1004: loss = 13.8521 (0.058 sec/step)
INFO:tensorflow:global step 1004: loss = 13.8521 (0.058 sec/step)
INFO:tensorflow:global step 1005: loss = 17.4090 (0.056 sec/step)
INFO:tensorflow:global step 1005: loss = 17.4090 (0.056 sec/step)
INFO:tensorflow:global step 1006: loss = 14.0707 (0.056 sec/step)
INFO:tensorflow:global step 1006: loss = 14.0707 (0.056 sec/step)
INFO:tensorflow:global step 1007: loss = 21.6463 (0.055 sec/step)
INFO:tensorflow:global step 1007: loss = 21.6463 (0.055 sec/step)
INFO:tensorflow:global step 1008: loss = 12.9447 (0.056 sec/step)
INFO:tensorflow:global step 1008: loss = 12.9447 (0.056 sec/step)
INFO:tensorflow:global step 1009: loss = 14.4544 (0.057 sec/step)
INFO:tensorflow:global step 1009: loss = 14.4544 (0.057 sec/step)
INFO:tensorflow:global step 1010: loss = 14.2570 (0.057 sec/step)
INFO:tensorflow:global step 1010: loss = 14.2570 (0.057 sec/step)
INFO:tensorflow:global step 1011: loss = 13.7659 (0.059 sec/step)
INFO:tensorflow:global step 1011: loss = 13.7659 (0.059 sec/step)
INFO:tensorflow:global step 1012: loss = 1.4118 (0.058 sec/step)
INFO:tensorflow:global step 1012: loss = 1.4118 (0.058 sec/step)
INFO:tensorflow:global step 1013: loss = 16.1783 (0.055 sec/step)
INFO:tensorflow:global step 1013: loss = 16.1783 (0.055 sec/step)
INFO:tensorflow:global step 1014: loss = 16.0685 (0.056 sec/step)
INFO:tensorflow:global step 1014: loss = 16.0685 (0.056 sec/step)
INFO:tensorflow:global step 1015: loss = 15.3080 (0.057 sec/step)
INFO:tensorflow:global step 1015: loss = 15.3080 (0.057 sec/step)
INFO:tensorflow:global step 1016: loss = 16.8552 (0.058 sec/step)
INFO:tensorflow:global step 1016: loss = 16.8552 (0.058 sec/step)
INFO:tensorflow:global step 1017: loss = 14.9685 (0.056 sec/step)
INFO:tensorflow:global step 1017: loss = 14.9685 (0.056 sec/step)
INFO:tensorflow:global step 1018: loss = 14.3783 (0.055 sec/step)
INFO:tensorflow:global step 1018: loss = 14.3783 (0.055 sec/step)
INFO:tensorflow:global step 1019: loss = 13.1404 (0.055 sec/step)
INFO:tensorflow:global step 1019: loss = 13.1404 (0.055 sec/step)
INFO:tensorflow:global step 1020: loss = 14.6684 (0.051 sec/step)
INFO:tensorflow:global step 1020: loss = 14.6684 (0.051 sec/step)
INFO:tensorflow:global step 1021: loss = 15.7500 (0.059 sec/step)
INFO:tensorflow:global step 1021: loss = 15.7500 (0.059 sec/step)
INFO:tensorflow:global step 1022: loss = 17.2327 (0.055 sec/step)
INFO:tensorflow:global step 1022: loss = 17.2327 (0.055 sec/step)
INFO:tensorflow:global step 1023: loss = 21.6275 (0.061 sec/step)
INFO:tensorflow:global step 1023: loss = 21.6275 (0.061 sec/step)
INFO:tensorflow:global step 1024: loss = 13.3538 (0.060 sec/step)
INFO:tensorflow:global step 1024: loss = 13.3538 (0.060 sec/step)
INFO:tensorflow:global step 1025: loss = 14.0834 (0.058 sec/step)
INFO:tensorflow:global step 1025: loss = 14.0834 (0.058 sec/step)
INFO:tensorflow:global step 1026: loss = 13.0773 (0.061 sec/step)
INFO:tensorflow:global step 1026: loss = 13.0773 (0.061 sec/step)
INFO:tensorflow:global step 1027: loss = 18.7365 (0.062 sec/step)
INFO:tensorflow:global step 1027: loss = 18.7365 (0.062 sec/step)
INFO:tensorflow:global step 1028: loss = 13.5952 (0.064 sec/step)
INFO:tensorflow:global step 1028: loss = 13.5952 (0.064 sec/step)
INFO:tensorflow:global step 1029: loss = 16.7927 (0.058 sec/step)
INFO:tensorflow:global step 1029: loss = 16.7927 (0.058 sec/step)
INFO:tensorflow:global step 1030: loss = 14.1816 (0.061 sec/step)
INFO:tensorflow:global step 1030: loss = 14.1816 (0.061 sec/step)
INFO:tensorflow:global step 1031: loss = 14.1774 (0.058 sec/step)
INFO:tensorflow:global step 1031: loss = 14.1774 (0.058 sec/step)
INFO:tensorflow:global step 1032: loss = 16.8977 (0.056 sec/step)
INFO:tensorflow:global step 1032: loss = 16.8977 (0.056 sec/step)
INFO:tensorflow:global step 1033: loss = 15.0377 (0.056 sec/step)
INFO:tensorflow:global step 1033: loss = 15.0377 (0.056 sec/step)
INFO:tensorflow:global step 1034: loss = 17.3712 (0.056 sec/step)
INFO:tensorflow:global step 1034: loss = 17.3712 (0.056 sec/step)
INFO:tensorflow:global step 1035: loss = 14.9059 (0.054 sec/step)
INFO:tensorflow:global step 1035: loss = 14.9059 (0.054 sec/step)
INFO:tensorflow:global step 1036: loss = 13.3962 (0.056 sec/step)
INFO:tensorflow:global step 1036: loss = 13.3962 (0.056 sec/step)
INFO:tensorflow:global step 1037: loss = 13.9790 (0.055 sec/step)
INFO:tensorflow:global step 1037: loss = 13.9790 (0.055 sec/step)
INFO:tensorflow:global step 1038: loss = 14.1296 (0.060 sec/step)
INFO:tensorflow:global step 1038: loss = 14.1296 (0.060 sec/step)
INFO:tensorflow:global step 1039: loss = 17.9209 (0.057 sec/step)
INFO:tensorflow:global step 1039: loss = 17.9209 (0.057 sec/step)
INFO:tensorflow:global step 1040: loss = 12.6482 (0.065 sec/step)
INFO:tensorflow:global step 1040: loss = 12.6482 (0.065 sec/step)
INFO:tensorflow:global step 1041: loss = 16.4042 (0.058 sec/step)
INFO:tensorflow:global step 1041: loss = 16.4042 (0.058 sec/step)
INFO:tensorflow:global step 1042: loss = 21.4762 (0.055 sec/step)
INFO:tensorflow:global step 1042: loss = 21.4762 (0.055 sec/step)
INFO:tensorflow:global step 1043: loss = 11.7934 (0.053 sec/step)
INFO:tensorflow:global step 1043: loss = 11.7934 (0.053 sec/step)
INFO:tensorflow:global step 1044: loss = 17.1432 (0.056 sec/step)
INFO:tensorflow:global step 1044: loss = 17.1432 (0.056 sec/step)
INFO:tensorflow:global step 1045: loss = 17.4176 (0.063 sec/step)
INFO:tensorflow:global step 1045: loss = 17.4176 (0.063 sec/step)
INFO:tensorflow:global step 1046: loss = 15.2034 (0.058 sec/step)
INFO:tensorflow:global step 1046: loss = 15.2034 (0.058 sec/step)
INFO:tensorflow:global step 1047: loss = 12.5090 (0.061 sec/step)
INFO:tensorflow:global step 1047: loss = 12.5090 (0.061 sec/step)
INFO:tensorflow:global step 1048: loss = 13.2745 (0.057 sec/step)
INFO:tensorflow:global step 1048: loss = 13.2745 (0.057 sec/step)
INFO:tensorflow:global step 1049: loss = 13.1428 (0.061 sec/step)
INFO:tensorflow:global step 1049: loss = 13.1428 (0.061 sec/step)
INFO:tensorflow:global step 1050: loss = 19.9850 (0.057 sec/step)
INFO:tensorflow:global step 1050: loss = 19.9850 (0.057 sec/step)
INFO:tensorflow:global step 1051: loss = 15.9046 (0.060 sec/step)
INFO:tensorflow:global step 1051: loss = 15.9046 (0.060 sec/step)
INFO:tensorflow:global step 1052: loss = 16.8775 (0.057 sec/step)
INFO:tensorflow:global step 1052: loss = 16.8775 (0.057 sec/step)
INFO:tensorflow:global step 1053: loss = 12.0277 (0.054 sec/step)
INFO:tensorflow:global step 1053: loss = 12.0277 (0.054 sec/step)
INFO:tensorflow:global step 1054: loss = 21.6645 (0.061 sec/step)
INFO:tensorflow:global step 1054: loss = 21.6645 (0.061 sec/step)
INFO:tensorflow:global step 1055: loss = 14.2383 (0.056 sec/step)
INFO:tensorflow:global step 1055: loss = 14.2383 (0.056 sec/step)
INFO:tensorflow:global step 1056: loss = 11.9935 (0.057 sec/step)
INFO:tensorflow:global step 1056: loss = 11.9935 (0.057 sec/step)
INFO:tensorflow:global step 1057: loss = 18.1275 (0.058 sec/step)
INFO:tensorflow:global step 1057: loss = 18.1275 (0.058 sec/step)
INFO:tensorflow:global step 1058: loss = 15.9132 (0.054 sec/step)
INFO:tensorflow:global step 1058: loss = 15.9132 (0.054 sec/step)
INFO:tensorflow:global step 1059: loss = 12.7135 (0.069 sec/step)
INFO:tensorflow:global step 1059: loss = 12.7135 (0.069 sec/step)
INFO:tensorflow:global step 1060: loss = 15.2125 (0.061 sec/step)
INFO:tensorflow:global step 1060: loss = 15.2125 (0.061 sec/step)
INFO:tensorflow:global step 1061: loss = 13.3191 (0.055 sec/step)
INFO:tensorflow:global step 1061: loss = 13.3191 (0.055 sec/step)
INFO:tensorflow:global step 1062: loss = 12.7509 (0.054 sec/step)
INFO:tensorflow:global step 1062: loss = 12.7509 (0.054 sec/step)
INFO:tensorflow:global step 1063: loss = 15.1707 (0.057 sec/step)
INFO:tensorflow:global step 1063: loss = 15.1707 (0.057 sec/step)
INFO:tensorflow:global step 1064: loss = 16.4098 (0.053 sec/step)
INFO:tensorflow:global step 1064: loss = 16.4098 (0.053 sec/step)
INFO:tensorflow:global step 1065: loss = 13.7472 (0.056 sec/step)
INFO:tensorflow:global step 1065: loss = 13.7472 (0.056 sec/step)
INFO:tensorflow:global step 1066: loss = 15.7269 (0.058 sec/step)
INFO:tensorflow:global step 1066: loss = 15.7269 (0.058 sec/step)
INFO:tensorflow:global step 1067: loss = 13.3454 (0.060 sec/step)
INFO:tensorflow:global step 1067: loss = 13.3454 (0.060 sec/step)
INFO:tensorflow:global step 1068: loss = 15.9750 (0.059 sec/step)
INFO:tensorflow:global step 1068: loss = 15.9750 (0.059 sec/step)
INFO:tensorflow:global step 1069: loss = 12.6404 (0.064 sec/step)
INFO:tensorflow:global step 1069: loss = 12.6404 (0.064 sec/step)
INFO:tensorflow:global step 1070: loss = 15.5846 (0.055 sec/step)
INFO:tensorflow:global step 1070: loss = 15.5846 (0.055 sec/step)
INFO:tensorflow:global step 1071: loss = 16.8759 (0.057 sec/step)
INFO:tensorflow:global step 1071: loss = 16.8759 (0.057 sec/step)
INFO:tensorflow:global step 1072: loss = 17.7067 (0.062 sec/step)
INFO:tensorflow:global step 1072: loss = 17.7067 (0.062 sec/step)
INFO:tensorflow:global step 1073: loss = 15.9305 (0.056 sec/step)
INFO:tensorflow:global step 1073: loss = 15.9305 (0.056 sec/step)
INFO:tensorflow:global step 1074: loss = 14.9038 (0.059 sec/step)
INFO:tensorflow:global step 1074: loss = 14.9038 (0.059 sec/step)
INFO:tensorflow:global step 1075: loss = 12.8029 (0.056 sec/step)
INFO:tensorflow:global step 1075: loss = 12.8029 (0.056 sec/step)
INFO:tensorflow:global step 1076: loss = 14.9729 (0.059 sec/step)
INFO:tensorflow:global step 1076: loss = 14.9729 (0.059 sec/step)
INFO:tensorflow:global step 1077: loss = 14.2528 (0.057 sec/step)
INFO:tensorflow:global step 1077: loss = 14.2528 (0.057 sec/step)
INFO:tensorflow:global step 1078: loss = 16.0710 (0.061 sec/step)
INFO:tensorflow:global step 1078: loss = 16.0710 (0.061 sec/step)
INFO:tensorflow:global step 1079: loss = 17.4829 (0.062 sec/step)
INFO:tensorflow:global step 1079: loss = 17.4829 (0.062 sec/step)
INFO:tensorflow:global step 1080: loss = 12.7714 (0.057 sec/step)
INFO:tensorflow:global step 1080: loss = 12.7714 (0.057 sec/step)
INFO:tensorflow:global step 1081: loss = 12.6615 (0.055 sec/step)
INFO:tensorflow:global step 1081: loss = 12.6615 (0.055 sec/step)
INFO:tensorflow:global step 1082: loss = 16.7385 (0.060 sec/step)
INFO:tensorflow:global step 1082: loss = 16.7385 (0.060 sec/step)
INFO:tensorflow:global step 1083: loss = 14.3869 (0.055 sec/step)
INFO:tensorflow:global step 1083: loss = 14.3869 (0.055 sec/step)
INFO:tensorflow:global step 1084: loss = 12.6624 (0.057 sec/step)
INFO:tensorflow:global step 1084: loss = 12.6624 (0.057 sec/step)
INFO:tensorflow:global step 1085: loss = 13.3031 (0.056 sec/step)
INFO:tensorflow:global step 1085: loss = 13.3031 (0.056 sec/step)
INFO:tensorflow:global step 1086: loss = 12.3801 (0.061 sec/step)
INFO:tensorflow:global step 1086: loss = 12.3801 (0.061 sec/step)
INFO:tensorflow:global step 1087: loss = 20.5633 (0.054 sec/step)
INFO:tensorflow:global step 1087: loss = 20.5633 (0.054 sec/step)
INFO:tensorflow:global step 1088: loss = 14.6366 (0.056 sec/step)
INFO:tensorflow:global step 1088: loss = 14.6366 (0.056 sec/step)
INFO:tensorflow:global step 1089: loss = 15.8506 (0.058 sec/step)
INFO:tensorflow:global step 1089: loss = 15.8506 (0.058 sec/step)
INFO:tensorflow:global step 1090: loss = 15.3375 (0.056 sec/step)
INFO:tensorflow:global step 1090: loss = 15.3375 (0.056 sec/step)
INFO:tensorflow:global step 1091: loss = 20.9225 (0.062 sec/step)
INFO:tensorflow:global step 1091: loss = 20.9225 (0.062 sec/step)
INFO:tensorflow:global step 1092: loss = 17.4839 (0.056 sec/step)
INFO:tensorflow:global step 1092: loss = 17.4839 (0.056 sec/step)
INFO:tensorflow:global step 1093: loss = 15.0964 (0.055 sec/step)
INFO:tensorflow:global step 1093: loss = 15.0964 (0.055 sec/step)
INFO:tensorflow:global step 1094: loss = 14.0977 (0.061 sec/step)
INFO:tensorflow:global step 1094: loss = 14.0977 (0.061 sec/step)
INFO:tensorflow:global step 1095: loss = 19.1435 (0.059 sec/step)
INFO:tensorflow:global step 1095: loss = 19.1435 (0.059 sec/step)
INFO:tensorflow:global step 1096: loss = 18.5082 (0.060 sec/step)
INFO:tensorflow:global step 1096: loss = 18.5082 (0.060 sec/step)
INFO:tensorflow:global step 1097: loss = 16.3712 (0.055 sec/step)
INFO:tensorflow:global step 1097: loss = 16.3712 (0.055 sec/step)
INFO:tensorflow:global step 1098: loss = 15.6574 (0.058 sec/step)
INFO:tensorflow:global step 1098: loss = 15.6574 (0.058 sec/step)
INFO:tensorflow:global step 1099: loss = 14.9990 (0.054 sec/step)
INFO:tensorflow:global step 1099: loss = 14.9990 (0.054 sec/step)
INFO:tensorflow:global step 1100: loss = 14.6798 (0.055 sec/step)
INFO:tensorflow:global step 1100: loss = 14.6798 (0.055 sec/step)
INFO:tensorflow:global step 1101: loss = 12.1057 (0.061 sec/step)
INFO:tensorflow:global step 1101: loss = 12.1057 (0.061 sec/step)
INFO:tensorflow:global step 1102: loss = 13.9304 (0.057 sec/step)
INFO:tensorflow:global step 1102: loss = 13.9304 (0.057 sec/step)
INFO:tensorflow:global step 1103: loss = 19.4653 (0.055 sec/step)
INFO:tensorflow:global step 1103: loss = 19.4653 (0.055 sec/step)
INFO:tensorflow:global step 1104: loss = 15.3950 (0.057 sec/step)
INFO:tensorflow:global step 1104: loss = 15.3950 (0.057 sec/step)
INFO:tensorflow:global step 1105: loss = 17.3659 (0.059 sec/step)
INFO:tensorflow:global step 1105: loss = 17.3659 (0.059 sec/step)
INFO:tensorflow:global step 1106: loss = 17.6331 (0.059 sec/step)
INFO:tensorflow:global step 1106: loss = 17.6331 (0.059 sec/step)
INFO:tensorflow:global step 1107: loss = 14.7472 (0.062 sec/step)
INFO:tensorflow:global step 1107: loss = 14.7472 (0.062 sec/step)
INFO:tensorflow:global step 1108: loss = 13.3183 (0.058 sec/step)
INFO:tensorflow:global step 1108: loss = 13.3183 (0.058 sec/step)
INFO:tensorflow:global step 1109: loss = 15.1051 (0.058 sec/step)
INFO:tensorflow:global step 1109: loss = 15.1051 (0.058 sec/step)
INFO:tensorflow:global step 1110: loss = 13.6444 (0.059 sec/step)
INFO:tensorflow:global step 1110: loss = 13.6444 (0.059 sec/step)
INFO:tensorflow:global step 1111: loss = 15.0634 (0.058 sec/step)
INFO:tensorflow:global step 1111: loss = 15.0634 (0.058 sec/step)
INFO:tensorflow:global step 1112: loss = 12.2972 (0.059 sec/step)
INFO:tensorflow:global step 1112: loss = 12.2972 (0.059 sec/step)
INFO:tensorflow:global step 1113: loss = 17.3961 (0.058 sec/step)
INFO:tensorflow:global step 1113: loss = 17.3961 (0.058 sec/step)
INFO:tensorflow:global step 1114: loss = 19.1640 (0.054 sec/step)
INFO:tensorflow:global step 1114: loss = 19.1640 (0.054 sec/step)
INFO:tensorflow:global step 1115: loss = 12.6776 (0.061 sec/step)
INFO:tensorflow:global step 1115: loss = 12.6776 (0.061 sec/step)
INFO:tensorflow:global step 1116: loss = 15.7937 (0.060 sec/step)
INFO:tensorflow:global step 1116: loss = 15.7937 (0.060 sec/step)
INFO:tensorflow:global step 1117: loss = 13.4095 (0.058 sec/step)
INFO:tensorflow:global step 1117: loss = 13.4095 (0.058 sec/step)
INFO:tensorflow:global step 1118: loss = 16.1863 (0.058 sec/step)
INFO:tensorflow:global step 1118: loss = 16.1863 (0.058 sec/step)
INFO:tensorflow:global step 1119: loss = 12.8373 (0.060 sec/step)
INFO:tensorflow:global step 1119: loss = 12.8373 (0.060 sec/step)
INFO:tensorflow:global step 1120: loss = 15.9467 (0.057 sec/step)
INFO:tensorflow:global step 1120: loss = 15.9467 (0.057 sec/step)
INFO:tensorflow:global step 1121: loss = 14.3802 (0.055 sec/step)
INFO:tensorflow:global step 1121: loss = 14.3802 (0.055 sec/step)
INFO:tensorflow:global step 1122: loss = 12.8529 (0.067 sec/step)
INFO:tensorflow:global step 1122: loss = 12.8529 (0.067 sec/step)
INFO:tensorflow:global step 1123: loss = 13.1218 (0.058 sec/step)
INFO:tensorflow:global step 1123: loss = 13.1218 (0.058 sec/step)
INFO:tensorflow:global step 1124: loss = 17.5720 (0.056 sec/step)
INFO:tensorflow:global step 1124: loss = 17.5720 (0.056 sec/step)
INFO:tensorflow:global step 1125: loss = 15.3128 (0.054 sec/step)
INFO:tensorflow:global step 1125: loss = 15.3128 (0.054 sec/step)
INFO:tensorflow:global step 1126: loss = 15.9694 (0.052 sec/step)
INFO:tensorflow:global step 1126: loss = 15.9694 (0.052 sec/step)
INFO:tensorflow:global step 1127: loss = 12.5450 (0.055 sec/step)
INFO:tensorflow:global step 1127: loss = 12.5450 (0.055 sec/step)
INFO:tensorflow:global step 1128: loss = 12.7376 (0.057 sec/step)
INFO:tensorflow:global step 1128: loss = 12.7376 (0.057 sec/step)
INFO:tensorflow:global step 1129: loss = 10.8366 (0.054 sec/step)
INFO:tensorflow:global step 1129: loss = 10.8366 (0.054 sec/step)
INFO:tensorflow:global step 1130: loss = 14.1177 (0.055 sec/step)
INFO:tensorflow:global step 1130: loss = 14.1177 (0.055 sec/step)
INFO:tensorflow:global step 1131: loss = 14.0478 (0.054 sec/step)
INFO:tensorflow:global step 1131: loss = 14.0478 (0.054 sec/step)
INFO:tensorflow:global step 1132: loss = 13.6580 (0.056 sec/step)
INFO:tensorflow:global step 1132: loss = 13.6580 (0.056 sec/step)
INFO:tensorflow:global step 1133: loss = 16.8624 (0.056 sec/step)
INFO:tensorflow:global step 1133: loss = 16.8624 (0.056 sec/step)
INFO:tensorflow:global step 1134: loss = 13.1749 (0.059 sec/step)
INFO:tensorflow:global step 1134: loss = 13.1749 (0.059 sec/step)
INFO:tensorflow:global step 1135: loss = 16.1131 (0.060 sec/step)
INFO:tensorflow:global step 1135: loss = 16.1131 (0.060 sec/step)
INFO:tensorflow:global step 1136: loss = 15.4516 (0.059 sec/step)
INFO:tensorflow:global step 1136: loss = 15.4516 (0.059 sec/step)
INFO:tensorflow:global step 1137: loss = 14.3967 (0.055 sec/step)
INFO:tensorflow:global step 1137: loss = 14.3967 (0.055 sec/step)
INFO:tensorflow:global step 1138: loss = 13.5115 (0.056 sec/step)
INFO:tensorflow:global step 1138: loss = 13.5115 (0.056 sec/step)
INFO:tensorflow:global step 1139: loss = 12.5373 (0.059 sec/step)
INFO:tensorflow:global step 1139: loss = 12.5373 (0.059 sec/step)
INFO:tensorflow:global step 1140: loss = 17.4629 (0.054 sec/step)
INFO:tensorflow:global step 1140: loss = 17.4629 (0.054 sec/step)
INFO:tensorflow:global step 1141: loss = 16.6275 (0.056 sec/step)
INFO:tensorflow:global step 1141: loss = 16.6275 (0.056 sec/step)
INFO:tensorflow:global step 1142: loss = 14.2517 (0.060 sec/step)
INFO:tensorflow:global step 1142: loss = 14.2517 (0.060 sec/step)
INFO:tensorflow:global step 1143: loss = 12.6862 (0.056 sec/step)
INFO:tensorflow:global step 1143: loss = 12.6862 (0.056 sec/step)
INFO:tensorflow:global step 1144: loss = 16.1732 (0.059 sec/step)
INFO:tensorflow:global step 1144: loss = 16.1732 (0.059 sec/step)
INFO:tensorflow:global step 1145: loss = 19.5067 (0.057 sec/step)
INFO:tensorflow:global step 1145: loss = 19.5067 (0.057 sec/step)
INFO:tensorflow:global step 1146: loss = 15.2479 (0.054 sec/step)
INFO:tensorflow:global step 1146: loss = 15.2479 (0.054 sec/step)
INFO:tensorflow:global step 1147: loss = 14.1254 (0.054 sec/step)
INFO:tensorflow:global step 1147: loss = 14.1254 (0.054 sec/step)
INFO:tensorflow:global step 1148: loss = 13.1911 (0.059 sec/step)
INFO:tensorflow:global step 1148: loss = 13.1911 (0.059 sec/step)
INFO:tensorflow:global step 1149: loss = 12.3004 (0.057 sec/step)
INFO:tensorflow:global step 1149: loss = 12.3004 (0.057 sec/step)
INFO:tensorflow:global step 1150: loss = 13.5673 (0.056 sec/step)
INFO:tensorflow:global step 1150: loss = 13.5673 (0.056 sec/step)
INFO:tensorflow:global step 1151: loss = 16.3143 (0.055 sec/step)
INFO:tensorflow:global step 1151: loss = 16.3143 (0.055 sec/step)
INFO:tensorflow:global step 1152: loss = 15.4242 (0.059 sec/step)
INFO:tensorflow:global step 1152: loss = 15.4242 (0.059 sec/step)
INFO:tensorflow:global step 1153: loss = 12.0452 (0.055 sec/step)
INFO:tensorflow:global step 1153: loss = 12.0452 (0.055 sec/step)
INFO:tensorflow:global step 1154: loss = 13.6769 (0.056 sec/step)
INFO:tensorflow:global step 1154: loss = 13.6769 (0.056 sec/step)
INFO:tensorflow:global step 1155: loss = 13.1905 (0.056 sec/step)
INFO:tensorflow:global step 1155: loss = 13.1905 (0.056 sec/step)
INFO:tensorflow:global step 1156: loss = 11.6352 (0.056 sec/step)
INFO:tensorflow:global step 1156: loss = 11.6352 (0.056 sec/step)
INFO:tensorflow:global step 1157: loss = 11.4682 (0.057 sec/step)
INFO:tensorflow:global step 1157: loss = 11.4682 (0.057 sec/step)
INFO:tensorflow:global step 1158: loss = 15.3701 (0.057 sec/step)
INFO:tensorflow:global step 1158: loss = 15.3701 (0.057 sec/step)
INFO:tensorflow:global step 1159: loss = 13.6988 (0.061 sec/step)
INFO:tensorflow:global step 1159: loss = 13.6988 (0.061 sec/step)
INFO:tensorflow:global step 1160: loss = 18.5905 (0.058 sec/step)
INFO:tensorflow:global step 1160: loss = 18.5905 (0.058 sec/step)
INFO:tensorflow:global step 1161: loss = 18.1035 (0.058 sec/step)
INFO:tensorflow:global step 1161: loss = 18.1035 (0.058 sec/step)
INFO:tensorflow:global step 1162: loss = 16.4228 (0.057 sec/step)
INFO:tensorflow:global step 1162: loss = 16.4228 (0.057 sec/step)
INFO:tensorflow:global step 1163: loss = 15.9712 (0.059 sec/step)
INFO:tensorflow:global step 1163: loss = 15.9712 (0.059 sec/step)
INFO:tensorflow:global step 1164: loss = 15.8307 (0.060 sec/step)
INFO:tensorflow:global step 1164: loss = 15.8307 (0.060 sec/step)
INFO:tensorflow:global step 1165: loss = 18.8886 (0.054 sec/step)
INFO:tensorflow:global step 1165: loss = 18.8886 (0.054 sec/step)
INFO:tensorflow:global step 1166: loss = 17.1122 (0.058 sec/step)
INFO:tensorflow:global step 1166: loss = 17.1122 (0.058 sec/step)
INFO:tensorflow:global step 1167: loss = 14.5169 (0.059 sec/step)
INFO:tensorflow:global step 1167: loss = 14.5169 (0.059 sec/step)
INFO:tensorflow:global step 1168: loss = 12.2271 (0.059 sec/step)
INFO:tensorflow:global step 1168: loss = 12.2271 (0.059 sec/step)
INFO:tensorflow:global step 1169: loss = 17.3493 (0.055 sec/step)
INFO:tensorflow:global step 1169: loss = 17.3493 (0.055 sec/step)
INFO:tensorflow:global step 1170: loss = 17.8630 (0.054 sec/step)
INFO:tensorflow:global step 1170: loss = 17.8630 (0.054 sec/step)
INFO:tensorflow:global step 1171: loss = 1.4115 (0.057 sec/step)
INFO:tensorflow:global step 1171: loss = 1.4115 (0.057 sec/step)
INFO:tensorflow:global step 1172: loss = 19.9059 (0.056 sec/step)
INFO:tensorflow:global step 1172: loss = 19.9059 (0.056 sec/step)
INFO:tensorflow:global step 1173: loss = 11.8921 (0.067 sec/step)
INFO:tensorflow:global step 1173: loss = 11.8921 (0.067 sec/step)
INFO:tensorflow:global step 1174: loss = 12.5571 (0.061 sec/step)
INFO:tensorflow:global step 1174: loss = 12.5571 (0.061 sec/step)
INFO:tensorflow:global step 1175: loss = 15.4199 (0.057 sec/step)
INFO:tensorflow:global step 1175: loss = 15.4199 (0.057 sec/step)
INFO:tensorflow:global step 1176: loss = 12.7123 (0.061 sec/step)
INFO:tensorflow:global step 1176: loss = 12.7123 (0.061 sec/step)
INFO:tensorflow:global step 1177: loss = 15.4148 (0.053 sec/step)
INFO:tensorflow:global step 1177: loss = 15.4148 (0.053 sec/step)
INFO:tensorflow:global step 1178: loss = 11.9296 (0.058 sec/step)
INFO:tensorflow:global step 1178: loss = 11.9296 (0.058 sec/step)
INFO:tensorflow:global step 1179: loss = 12.9056 (0.054 sec/step)
INFO:tensorflow:global step 1179: loss = 12.9056 (0.054 sec/step)
INFO:tensorflow:global step 1180: loss = 11.4130 (0.058 sec/step)
INFO:tensorflow:global step 1180: loss = 11.4130 (0.058 sec/step)
INFO:tensorflow:global step 1181: loss = 20.7668 (0.056 sec/step)
INFO:tensorflow:global step 1181: loss = 20.7668 (0.056 sec/step)
INFO:tensorflow:global step 1182: loss = 13.9224 (0.055 sec/step)
INFO:tensorflow:global step 1182: loss = 13.9224 (0.055 sec/step)
INFO:tensorflow:global step 1183: loss = 11.9848 (0.059 sec/step)
INFO:tensorflow:global step 1183: loss = 11.9848 (0.059 sec/step)
INFO:tensorflow:global step 1184: loss = 18.8049 (0.057 sec/step)
INFO:tensorflow:global step 1184: loss = 18.8049 (0.057 sec/step)
INFO:tensorflow:global step 1185: loss = 12.7450 (0.056 sec/step)
INFO:tensorflow:global step 1185: loss = 12.7450 (0.056 sec/step)
INFO:tensorflow:global step 1186: loss = 15.7159 (0.054 sec/step)
INFO:tensorflow:global step 1186: loss = 15.7159 (0.054 sec/step)
INFO:tensorflow:global step 1187: loss = 14.8165 (0.057 sec/step)
INFO:tensorflow:global step 1187: loss = 14.8165 (0.057 sec/step)
INFO:tensorflow:global step 1188: loss = 16.9869 (0.054 sec/step)
INFO:tensorflow:global step 1188: loss = 16.9869 (0.054 sec/step)
INFO:tensorflow:global step 1189: loss = 13.6661 (0.058 sec/step)
INFO:tensorflow:global step 1189: loss = 13.6661 (0.058 sec/step)
INFO:tensorflow:global step 1190: loss = 16.6343 (0.062 sec/step)
INFO:tensorflow:global step 1190: loss = 16.6343 (0.062 sec/step)
INFO:tensorflow:global step 1191: loss = 18.6554 (0.057 sec/step)
INFO:tensorflow:global step 1191: loss = 18.6554 (0.057 sec/step)
INFO:tensorflow:global step 1192: loss = 15.7106 (0.059 sec/step)
INFO:tensorflow:global step 1192: loss = 15.7106 (0.059 sec/step)
INFO:tensorflow:global step 1193: loss = 11.8049 (0.061 sec/step)
INFO:tensorflow:global step 1193: loss = 11.8049 (0.061 sec/step)
INFO:tensorflow:global step 1194: loss = 19.0197 (0.057 sec/step)
INFO:tensorflow:global step 1194: loss = 19.0197 (0.057 sec/step)
INFO:tensorflow:global step 1195: loss = 12.8042 (0.058 sec/step)
INFO:tensorflow:global step 1195: loss = 12.8042 (0.058 sec/step)
INFO:tensorflow:global step 1196: loss = 10.8200 (0.055 sec/step)
INFO:tensorflow:global step 1196: loss = 10.8200 (0.055 sec/step)
INFO:tensorflow:global step 1197: loss = 11.2609 (0.059 sec/step)
INFO:tensorflow:global step 1197: loss = 11.2609 (0.059 sec/step)
INFO:tensorflow:global step 1198: loss = 15.7831 (0.056 sec/step)
INFO:tensorflow:global step 1198: loss = 15.7831 (0.056 sec/step)
INFO:tensorflow:global step 1199: loss = 16.1117 (0.058 sec/step)
INFO:tensorflow:global step 1199: loss = 16.1117 (0.058 sec/step)
INFO:tensorflow:global step 1200: loss = 18.4543 (0.058 sec/step)
INFO:tensorflow:global step 1200: loss = 18.4543 (0.058 sec/step)
INFO:tensorflow:global step 1201: loss = 13.4689 (0.055 sec/step)
INFO:tensorflow:global step 1201: loss = 13.4689 (0.055 sec/step)
INFO:tensorflow:global step 1202: loss = 15.9702 (0.055 sec/step)
INFO:tensorflow:global step 1202: loss = 15.9702 (0.055 sec/step)
INFO:tensorflow:global step 1203: loss = 13.8944 (0.061 sec/step)
INFO:tensorflow:global step 1203: loss = 13.8944 (0.061 sec/step)
INFO:tensorflow:global step 1204: loss = 16.1594 (0.056 sec/step)
INFO:tensorflow:global step 1204: loss = 16.1594 (0.056 sec/step)
INFO:tensorflow:global step 1205: loss = 12.9819 (0.058 sec/step)
INFO:tensorflow:global step 1205: loss = 12.9819 (0.058 sec/step)
INFO:tensorflow:global step 1206: loss = 14.9906 (0.058 sec/step)
INFO:tensorflow:global step 1206: loss = 14.9906 (0.058 sec/step)
INFO:tensorflow:global step 1207: loss = 12.7223 (0.060 sec/step)
INFO:tensorflow:global step 1207: loss = 12.7223 (0.060 sec/step)
INFO:tensorflow:global step 1208: loss = 17.9984 (0.063 sec/step)
INFO:tensorflow:global step 1208: loss = 17.9984 (0.063 sec/step)
INFO:tensorflow:global step 1209: loss = 19.5086 (0.058 sec/step)
INFO:tensorflow:global step 1209: loss = 19.5086 (0.058 sec/step)
INFO:tensorflow:global step 1210: loss = 15.3887 (0.057 sec/step)
INFO:tensorflow:global step 1210: loss = 15.3887 (0.057 sec/step)
INFO:tensorflow:global step 1211: loss = 11.2252 (0.058 sec/step)
INFO:tensorflow:global step 1211: loss = 11.2252 (0.058 sec/step)
INFO:tensorflow:global step 1212: loss = 14.4500 (0.057 sec/step)
INFO:tensorflow:global step 1212: loss = 14.4500 (0.057 sec/step)
INFO:tensorflow:global step 1213: loss = 13.8941 (0.057 sec/step)
INFO:tensorflow:global step 1213: loss = 13.8941 (0.057 sec/step)
INFO:tensorflow:global step 1214: loss = 13.0261 (0.059 sec/step)
INFO:tensorflow:global step 1214: loss = 13.0261 (0.059 sec/step)
INFO:tensorflow:global step 1215: loss = 12.6496 (0.060 sec/step)
INFO:tensorflow:global step 1215: loss = 12.6496 (0.060 sec/step)
INFO:tensorflow:global step 1216: loss = 15.9781 (0.056 sec/step)
INFO:tensorflow:global step 1216: loss = 15.9781 (0.056 sec/step)
INFO:tensorflow:global step 1217: loss = 17.8281 (0.055 sec/step)
INFO:tensorflow:global step 1217: loss = 17.8281 (0.055 sec/step)
INFO:tensorflow:global step 1218: loss = 12.4434 (0.054 sec/step)
INFO:tensorflow:global step 1218: loss = 12.4434 (0.054 sec/step)
INFO:tensorflow:global step 1219: loss = 16.8200 (0.058 sec/step)
INFO:tensorflow:global step 1219: loss = 16.8200 (0.058 sec/step)
INFO:tensorflow:global step 1220: loss = 20.8291 (0.058 sec/step)
INFO:tensorflow:global step 1220: loss = 20.8291 (0.058 sec/step)
INFO:tensorflow:global step 1221: loss = 21.5162 (0.063 sec/step)
INFO:tensorflow:global step 1221: loss = 21.5162 (0.063 sec/step)
INFO:tensorflow:global step 1222: loss = 18.1754 (0.058 sec/step)
INFO:tensorflow:global step 1222: loss = 18.1754 (0.058 sec/step)
INFO:tensorflow:global step 1223: loss = 19.8256 (0.059 sec/step)
INFO:tensorflow:global step 1223: loss = 19.8256 (0.059 sec/step)
INFO:tensorflow:global step 1224: loss = 15.4174 (0.049 sec/step)
INFO:tensorflow:global step 1224: loss = 15.4174 (0.049 sec/step)
INFO:tensorflow:global step 1225: loss = 14.4076 (0.055 sec/step)
INFO:tensorflow:global step 1225: loss = 14.4076 (0.055 sec/step)
INFO:tensorflow:global step 1226: loss = 16.5786 (0.060 sec/step)
INFO:tensorflow:global step 1226: loss = 16.5786 (0.060 sec/step)
INFO:tensorflow:global step 1227: loss = 11.5769 (0.061 sec/step)
INFO:tensorflow:global step 1227: loss = 11.5769 (0.061 sec/step)
INFO:tensorflow:global step 1228: loss = 15.1807 (0.059 sec/step)
INFO:tensorflow:global step 1228: loss = 15.1807 (0.059 sec/step)
INFO:tensorflow:global step 1229: loss = 15.1960 (0.056 sec/step)
INFO:tensorflow:global step 1229: loss = 15.1960 (0.056 sec/step)
INFO:tensorflow:global step 1230: loss = 16.6056 (0.054 sec/step)
INFO:tensorflow:global step 1230: loss = 16.6056 (0.054 sec/step)
INFO:tensorflow:global step 1231: loss = 14.6285 (0.057 sec/step)
INFO:tensorflow:global step 1231: loss = 14.6285 (0.057 sec/step)
INFO:tensorflow:global step 1232: loss = 15.9397 (0.056 sec/step)
INFO:tensorflow:global step 1232: loss = 15.9397 (0.056 sec/step)
INFO:tensorflow:global step 1233: loss = 14.3484 (0.054 sec/step)
INFO:tensorflow:global step 1233: loss = 14.3484 (0.054 sec/step)
INFO:tensorflow:global step 1234: loss = 18.4229 (0.054 sec/step)
INFO:tensorflow:global step 1234: loss = 18.4229 (0.054 sec/step)
INFO:tensorflow:global step 1235: loss = 22.1367 (0.055 sec/step)
INFO:tensorflow:global step 1235: loss = 22.1367 (0.055 sec/step)
INFO:tensorflow:global step 1236: loss = 1.4113 (0.054 sec/step)
INFO:tensorflow:global step 1236: loss = 1.4113 (0.054 sec/step)
INFO:tensorflow:global step 1237: loss = 13.0095 (0.058 sec/step)
INFO:tensorflow:global step 1237: loss = 13.0095 (0.058 sec/step)
INFO:tensorflow:global step 1238: loss = 15.4627 (0.057 sec/step)
INFO:tensorflow:global step 1238: loss = 15.4627 (0.057 sec/step)
INFO:tensorflow:global step 1239: loss = 15.4125 (0.056 sec/step)
INFO:tensorflow:global step 1239: loss = 15.4125 (0.056 sec/step)
INFO:tensorflow:global step 1240: loss = 13.4283 (0.057 sec/step)
INFO:tensorflow:global step 1240: loss = 13.4283 (0.057 sec/step)
INFO:tensorflow:global step 1241: loss = 15.7348 (0.053 sec/step)
INFO:tensorflow:global step 1241: loss = 15.7348 (0.053 sec/step)
INFO:tensorflow:global step 1242: loss = 13.8258 (0.058 sec/step)
INFO:tensorflow:global step 1242: loss = 13.8258 (0.058 sec/step)
INFO:tensorflow:global step 1243: loss = 12.7710 (0.056 sec/step)
INFO:tensorflow:global step 1243: loss = 12.7710 (0.056 sec/step)
INFO:tensorflow:global step 1244: loss = 13.9905 (0.057 sec/step)
INFO:tensorflow:global step 1244: loss = 13.9905 (0.057 sec/step)
INFO:tensorflow:global step 1245: loss = 15.3856 (0.057 sec/step)
INFO:tensorflow:global step 1245: loss = 15.3856 (0.057 sec/step)
INFO:tensorflow:global step 1246: loss = 18.3992 (0.056 sec/step)
INFO:tensorflow:global step 1246: loss = 18.3992 (0.056 sec/step)
INFO:tensorflow:global step 1247: loss = 14.6682 (0.059 sec/step)
INFO:tensorflow:global step 1247: loss = 14.6682 (0.059 sec/step)
INFO:tensorflow:global step 1248: loss = 17.1594 (0.060 sec/step)
INFO:tensorflow:global step 1248: loss = 17.1594 (0.060 sec/step)
INFO:tensorflow:global step 1249: loss = 16.8249 (0.065 sec/step)
INFO:tensorflow:global step 1249: loss = 16.8249 (0.065 sec/step)
INFO:tensorflow:global step 1250: loss = 15.9359 (0.058 sec/step)
INFO:tensorflow:global step 1250: loss = 15.9359 (0.058 sec/step)
INFO:tensorflow:global step 1251: loss = 14.4316 (0.056 sec/step)
INFO:tensorflow:global step 1251: loss = 14.4316 (0.056 sec/step)
INFO:tensorflow:global step 1252: loss = 14.3654 (0.052 sec/step)
INFO:tensorflow:global step 1252: loss = 14.3654 (0.052 sec/step)
INFO:tensorflow:global step 1253: loss = 17.6792 (0.056 sec/step)
INFO:tensorflow:global step 1253: loss = 17.6792 (0.056 sec/step)
INFO:tensorflow:global step 1254: loss = 15.0642 (0.061 sec/step)
INFO:tensorflow:global step 1254: loss = 15.0642 (0.061 sec/step)
INFO:tensorflow:global step 1255: loss = 17.2059 (0.057 sec/step)
INFO:tensorflow:global step 1255: loss = 17.2059 (0.057 sec/step)
INFO:tensorflow:global step 1256: loss = 13.8950 (0.056 sec/step)
INFO:tensorflow:global step 1256: loss = 13.8950 (0.056 sec/step)
INFO:tensorflow:global step 1257: loss = 22.1739 (0.058 sec/step)
INFO:tensorflow:global step 1257: loss = 22.1739 (0.058 sec/step)
INFO:tensorflow:global step 1258: loss = 19.7875 (0.058 sec/step)
INFO:tensorflow:global step 1258: loss = 19.7875 (0.058 sec/step)
INFO:tensorflow:global step 1259: loss = 13.3847 (0.055 sec/step)
INFO:tensorflow:global step 1259: loss = 13.3847 (0.055 sec/step)
INFO:tensorflow:global step 1260: loss = 19.7842 (0.058 sec/step)
INFO:tensorflow:global step 1260: loss = 19.7842 (0.058 sec/step)
INFO:tensorflow:global step 1261: loss = 21.6987 (0.061 sec/step)
INFO:tensorflow:global step 1261: loss = 21.6987 (0.061 sec/step)
INFO:tensorflow:global step 1262: loss = 18.8660 (0.057 sec/step)
INFO:tensorflow:global step 1262: loss = 18.8660 (0.057 sec/step)
INFO:tensorflow:global step 1263: loss = 13.1107 (0.055 sec/step)
INFO:tensorflow:global step 1263: loss = 13.1107 (0.055 sec/step)
INFO:tensorflow:global step 1264: loss = 13.3962 (0.057 sec/step)
INFO:tensorflow:global step 1264: loss = 13.3962 (0.057 sec/step)
INFO:tensorflow:global step 1265: loss = 12.6890 (0.055 sec/step)
INFO:tensorflow:global step 1265: loss = 12.6890 (0.055 sec/step)
INFO:tensorflow:global step 1266: loss = 18.9069 (0.057 sec/step)
INFO:tensorflow:global step 1266: loss = 18.9069 (0.057 sec/step)
INFO:tensorflow:global step 1267: loss = 16.4377 (0.058 sec/step)
INFO:tensorflow:global step 1267: loss = 16.4377 (0.058 sec/step)
INFO:tensorflow:global step 1268: loss = 16.5756 (0.060 sec/step)
INFO:tensorflow:global step 1268: loss = 16.5756 (0.060 sec/step)
INFO:tensorflow:global step 1269: loss = 15.0772 (0.061 sec/step)
INFO:tensorflow:global step 1269: loss = 15.0772 (0.061 sec/step)
INFO:tensorflow:global step 1270: loss = 15.5384 (0.059 sec/step)
INFO:tensorflow:global step 1270: loss = 15.5384 (0.059 sec/step)
INFO:tensorflow:global step 1271: loss = 15.3929 (0.056 sec/step)
INFO:tensorflow:global step 1271: loss = 15.3929 (0.056 sec/step)
INFO:tensorflow:global step 1272: loss = 12.8546 (0.054 sec/step)
INFO:tensorflow:global step 1272: loss = 12.8546 (0.054 sec/step)
INFO:tensorflow:global step 1273: loss = 15.2979 (0.055 sec/step)
INFO:tensorflow:global step 1273: loss = 15.2979 (0.055 sec/step)
INFO:tensorflow:global step 1274: loss = 11.3575 (0.056 sec/step)
INFO:tensorflow:global step 1274: loss = 11.3575 (0.056 sec/step)
INFO:tensorflow:global step 1275: loss = 17.1092 (0.056 sec/step)
INFO:tensorflow:global step 1275: loss = 17.1092 (0.056 sec/step)
INFO:tensorflow:global step 1276: loss = 10.3802 (0.058 sec/step)
INFO:tensorflow:global step 1276: loss = 10.3802 (0.058 sec/step)
INFO:tensorflow:global step 1277: loss = 17.7353 (0.057 sec/step)
INFO:tensorflow:global step 1277: loss = 17.7353 (0.057 sec/step)
INFO:tensorflow:global step 1278: loss = 14.5684 (0.057 sec/step)
INFO:tensorflow:global step 1278: loss = 14.5684 (0.057 sec/step)
INFO:tensorflow:global step 1279: loss = 14.5273 (0.058 sec/step)
INFO:tensorflow:global step 1279: loss = 14.5273 (0.058 sec/step)
INFO:tensorflow:global step 1280: loss = 12.2753 (0.057 sec/step)
INFO:tensorflow:global step 1280: loss = 12.2753 (0.057 sec/step)
INFO:tensorflow:global step 1281: loss = 12.1810 (0.057 sec/step)
INFO:tensorflow:global step 1281: loss = 12.1810 (0.057 sec/step)
INFO:tensorflow:global step 1282: loss = 23.8952 (0.056 sec/step)
INFO:tensorflow:global step 1282: loss = 23.8952 (0.056 sec/step)
INFO:tensorflow:global step 1283: loss = 16.2236 (0.057 sec/step)
INFO:tensorflow:global step 1283: loss = 16.2236 (0.057 sec/step)
INFO:tensorflow:global step 1284: loss = 14.7013 (0.052 sec/step)
INFO:tensorflow:global step 1284: loss = 14.7013 (0.052 sec/step)
INFO:tensorflow:global step 1285: loss = 12.9114 (0.055 sec/step)
INFO:tensorflow:global step 1285: loss = 12.9114 (0.055 sec/step)
INFO:tensorflow:global step 1286: loss = 13.5172 (0.059 sec/step)
INFO:tensorflow:global step 1286: loss = 13.5172 (0.059 sec/step)
INFO:tensorflow:global step 1287: loss = 16.4083 (0.060 sec/step)
INFO:tensorflow:global step 1287: loss = 16.4083 (0.060 sec/step)
INFO:tensorflow:global step 1288: loss = 12.1019 (0.059 sec/step)
INFO:tensorflow:global step 1288: loss = 12.1019 (0.059 sec/step)
INFO:tensorflow:global step 1289: loss = 15.9561 (0.057 sec/step)
INFO:tensorflow:global step 1289: loss = 15.9561 (0.057 sec/step)
INFO:tensorflow:global step 1290: loss = 11.5359 (0.056 sec/step)
INFO:tensorflow:global step 1290: loss = 11.5359 (0.056 sec/step)
INFO:tensorflow:global step 1291: loss = 14.0143 (0.060 sec/step)
INFO:tensorflow:global step 1291: loss = 14.0143 (0.060 sec/step)
INFO:tensorflow:global step 1292: loss = 15.7093 (0.055 sec/step)
INFO:tensorflow:global step 1292: loss = 15.7093 (0.055 sec/step)
INFO:tensorflow:global step 1293: loss = 12.2477 (0.059 sec/step)
INFO:tensorflow:global step 1293: loss = 12.2477 (0.059 sec/step)
INFO:tensorflow:global step 1294: loss = 18.7205 (0.053 sec/step)
INFO:tensorflow:global step 1294: loss = 18.7205 (0.053 sec/step)
INFO:tensorflow:global step 1295: loss = 12.9931 (0.058 sec/step)
INFO:tensorflow:global step 1295: loss = 12.9931 (0.058 sec/step)
INFO:tensorflow:global step 1296: loss = 12.9209 (0.054 sec/step)
INFO:tensorflow:global step 1296: loss = 12.9209 (0.054 sec/step)
INFO:tensorflow:global step 1297: loss = 18.2907 (0.052 sec/step)
INFO:tensorflow:global step 1297: loss = 18.2907 (0.052 sec/step)
INFO:tensorflow:global step 1298: loss = 11.1120 (0.055 sec/step)
INFO:tensorflow:global step 1298: loss = 11.1120 (0.055 sec/step)
INFO:tensorflow:global step 1299: loss = 16.0983 (0.059 sec/step)
INFO:tensorflow:global step 1299: loss = 16.0983 (0.059 sec/step)
INFO:tensorflow:global step 1300: loss = 12.2310 (0.055 sec/step)
INFO:tensorflow:global step 1300: loss = 12.2310 (0.055 sec/step)
INFO:tensorflow:global step 1301: loss = 12.6355 (0.056 sec/step)
INFO:tensorflow:global step 1301: loss = 12.6355 (0.056 sec/step)
INFO:tensorflow:global step 1302: loss = 12.0931 (0.057 sec/step)
INFO:tensorflow:global step 1302: loss = 12.0931 (0.057 sec/step)
INFO:tensorflow:global step 1303: loss = 13.2969 (0.056 sec/step)
INFO:tensorflow:global step 1303: loss = 13.2969 (0.056 sec/step)
INFO:tensorflow:global step 1304: loss = 11.6600 (0.060 sec/step)
INFO:tensorflow:global step 1304: loss = 11.6600 (0.060 sec/step)
INFO:tensorflow:global step 1305: loss = 14.0318 (0.055 sec/step)
INFO:tensorflow:global step 1305: loss = 14.0318 (0.055 sec/step)
INFO:tensorflow:global step 1306: loss = 13.2267 (0.059 sec/step)
INFO:tensorflow:global step 1306: loss = 13.2267 (0.059 sec/step)
INFO:tensorflow:global step 1307: loss = 14.9698 (0.056 sec/step)
INFO:tensorflow:global step 1307: loss = 14.9698 (0.056 sec/step)
INFO:tensorflow:global step 1308: loss = 15.3427 (0.054 sec/step)
INFO:tensorflow:global step 1308: loss = 15.3427 (0.054 sec/step)
INFO:tensorflow:global step 1309: loss = 13.4841 (0.054 sec/step)
INFO:tensorflow:global step 1309: loss = 13.4841 (0.054 sec/step)
INFO:tensorflow:global step 1310: loss = 12.5084 (0.059 sec/step)
INFO:tensorflow:global step 1310: loss = 12.5084 (0.059 sec/step)
INFO:tensorflow:global step 1311: loss = 11.2999 (0.068 sec/step)
INFO:tensorflow:global step 1311: loss = 11.2999 (0.068 sec/step)
INFO:tensorflow:global step 1312: loss = 19.3415 (0.055 sec/step)
INFO:tensorflow:global step 1312: loss = 19.3415 (0.055 sec/step)
INFO:tensorflow:global step 1313: loss = 12.1637 (0.052 sec/step)
INFO:tensorflow:global step 1313: loss = 12.1637 (0.052 sec/step)
INFO:tensorflow:global step 1314: loss = 13.9750 (0.053 sec/step)
INFO:tensorflow:global step 1314: loss = 13.9750 (0.053 sec/step)
INFO:tensorflow:global step 1315: loss = 15.4275 (0.056 sec/step)
INFO:tensorflow:global step 1315: loss = 15.4275 (0.056 sec/step)
INFO:tensorflow:global step 1316: loss = 13.5810 (0.057 sec/step)
INFO:tensorflow:global step 1316: loss = 13.5810 (0.057 sec/step)
INFO:tensorflow:global step 1317: loss = 11.7423 (0.056 sec/step)
INFO:tensorflow:global step 1317: loss = 11.7423 (0.056 sec/step)
INFO:tensorflow:global step 1318: loss = 12.0466 (0.060 sec/step)
INFO:tensorflow:global step 1318: loss = 12.0466 (0.060 sec/step)
INFO:tensorflow:global step 1319: loss = 12.4668 (0.054 sec/step)
INFO:tensorflow:global step 1319: loss = 12.4668 (0.054 sec/step)
INFO:tensorflow:global step 1320: loss = 17.2354 (0.057 sec/step)
INFO:tensorflow:global step 1320: loss = 17.2354 (0.057 sec/step)
INFO:tensorflow:global step 1321: loss = 11.9335 (0.064 sec/step)
INFO:tensorflow:global step 1321: loss = 11.9335 (0.064 sec/step)
INFO:tensorflow:global step 1322: loss = 15.9227 (0.063 sec/step)
INFO:tensorflow:global step 1322: loss = 15.9227 (0.063 sec/step)
INFO:tensorflow:global step 1323: loss = 11.0318 (0.061 sec/step)
INFO:tensorflow:global step 1323: loss = 11.0318 (0.061 sec/step)
INFO:tensorflow:global step 1324: loss = 17.1255 (0.053 sec/step)
INFO:tensorflow:global step 1324: loss = 17.1255 (0.053 sec/step)
INFO:tensorflow:global step 1325: loss = 13.1184 (0.056 sec/step)
INFO:tensorflow:global step 1325: loss = 13.1184 (0.056 sec/step)
INFO:tensorflow:global step 1326: loss = 15.5152 (0.056 sec/step)
INFO:tensorflow:global step 1326: loss = 15.5152 (0.056 sec/step)
INFO:tensorflow:global step 1327: loss = 11.3967 (0.059 sec/step)
INFO:tensorflow:global step 1327: loss = 11.3967 (0.059 sec/step)
INFO:tensorflow:global step 1328: loss = 16.3629 (0.066 sec/step)
INFO:tensorflow:global step 1328: loss = 16.3629 (0.066 sec/step)
INFO:tensorflow:global step 1329: loss = 15.4021 (0.057 sec/step)
INFO:tensorflow:global step 1329: loss = 15.4021 (0.057 sec/step)
INFO:tensorflow:global step 1330: loss = 9.9436 (0.058 sec/step)
INFO:tensorflow:global step 1330: loss = 9.9436 (0.058 sec/step)
INFO:tensorflow:global step 1331: loss = 13.2833 (0.058 sec/step)
INFO:tensorflow:global step 1331: loss = 13.2833 (0.058 sec/step)
INFO:tensorflow:global step 1332: loss = 12.8778 (0.054 sec/step)
INFO:tensorflow:global step 1332: loss = 12.8778 (0.054 sec/step)
INFO:tensorflow:global step 1333: loss = 15.8338 (0.055 sec/step)
INFO:tensorflow:global step 1333: loss = 15.8338 (0.055 sec/step)
INFO:tensorflow:global step 1334: loss = 10.8066 (0.057 sec/step)
INFO:tensorflow:global step 1334: loss = 10.8066 (0.057 sec/step)
INFO:tensorflow:global step 1335: loss = 12.0709 (0.058 sec/step)
INFO:tensorflow:global step 1335: loss = 12.0709 (0.058 sec/step)
INFO:tensorflow:global step 1336: loss = 13.4146 (0.057 sec/step)
INFO:tensorflow:global step 1336: loss = 13.4146 (0.057 sec/step)
INFO:tensorflow:global step 1337: loss = 13.9029 (0.056 sec/step)
INFO:tensorflow:global step 1337: loss = 13.9029 (0.056 sec/step)
INFO:tensorflow:global step 1338: loss = 11.8525 (0.060 sec/step)
INFO:tensorflow:global step 1338: loss = 11.8525 (0.060 sec/step)
INFO:tensorflow:global step 1339: loss = 12.6694 (0.058 sec/step)
INFO:tensorflow:global step 1339: loss = 12.6694 (0.058 sec/step)
INFO:tensorflow:global step 1340: loss = 18.3873 (0.061 sec/step)
INFO:tensorflow:global step 1340: loss = 18.3873 (0.061 sec/step)
INFO:tensorflow:global step 1341: loss = 12.8606 (0.059 sec/step)
INFO:tensorflow:global step 1341: loss = 12.8606 (0.059 sec/step)
INFO:tensorflow:global step 1342: loss = 12.2284 (0.057 sec/step)
INFO:tensorflow:global step 1342: loss = 12.2284 (0.057 sec/step)
INFO:tensorflow:global step 1343: loss = 12.8099 (0.056 sec/step)
INFO:tensorflow:global step 1343: loss = 12.8099 (0.056 sec/step)
INFO:tensorflow:global step 1344: loss = 13.5958 (0.060 sec/step)
INFO:tensorflow:global step 1344: loss = 13.5958 (0.060 sec/step)
INFO:tensorflow:global step 1345: loss = 11.1247 (0.058 sec/step)
INFO:tensorflow:global step 1345: loss = 11.1247 (0.058 sec/step)
INFO:tensorflow:global step 1346: loss = 22.5849 (0.059 sec/step)
INFO:tensorflow:global step 1346: loss = 22.5849 (0.059 sec/step)
INFO:tensorflow:global step 1347: loss = 10.6275 (0.056 sec/step)
INFO:tensorflow:global step 1347: loss = 10.6275 (0.056 sec/step)
INFO:tensorflow:global step 1348: loss = 15.5023 (0.056 sec/step)
INFO:tensorflow:global step 1348: loss = 15.5023 (0.056 sec/step)
INFO:tensorflow:global step 1349: loss = 10.4202 (0.062 sec/step)
INFO:tensorflow:global step 1349: loss = 10.4202 (0.062 sec/step)
INFO:tensorflow:global step 1350: loss = 12.8011 (0.060 sec/step)
INFO:tensorflow:global step 1350: loss = 12.8011 (0.060 sec/step)
INFO:tensorflow:global step 1351: loss = 13.4475 (0.056 sec/step)
INFO:tensorflow:global step 1351: loss = 13.4475 (0.056 sec/step)
INFO:tensorflow:global step 1352: loss = 14.8290 (0.053 sec/step)
INFO:tensorflow:global step 1352: loss = 14.8290 (0.053 sec/step)
INFO:tensorflow:global step 1353: loss = 18.1074 (0.058 sec/step)
INFO:tensorflow:global step 1353: loss = 18.1074 (0.058 sec/step)
INFO:tensorflow:global step 1354: loss = 9.8307 (0.055 sec/step)
INFO:tensorflow:global step 1354: loss = 9.8307 (0.055 sec/step)
INFO:tensorflow:global step 1355: loss = 11.5476 (0.066 sec/step)
INFO:tensorflow:global step 1355: loss = 11.5476 (0.066 sec/step)
INFO:tensorflow:global step 1356: loss = 17.7122 (0.070 sec/step)
INFO:tensorflow:global step 1356: loss = 17.7122 (0.070 sec/step)
INFO:tensorflow:global step 1357: loss = 10.9009 (0.055 sec/step)
INFO:tensorflow:global step 1357: loss = 10.9009 (0.055 sec/step)
INFO:tensorflow:global step 1358: loss = 13.1577 (0.056 sec/step)
INFO:tensorflow:global step 1358: loss = 13.1577 (0.056 sec/step)
INFO:tensorflow:global step 1359: loss = 26.8579 (0.055 sec/step)
INFO:tensorflow:global step 1359: loss = 26.8579 (0.055 sec/step)
INFO:tensorflow:global step 1360: loss = 18.4901 (0.059 sec/step)
INFO:tensorflow:global step 1360: loss = 18.4901 (0.059 sec/step)
INFO:tensorflow:global step 1361: loss = 14.2011 (0.058 sec/step)
INFO:tensorflow:global step 1361: loss = 14.2011 (0.058 sec/step)
INFO:tensorflow:global step 1362: loss = 15.4091 (0.055 sec/step)
INFO:tensorflow:global step 1362: loss = 15.4091 (0.055 sec/step)
INFO:tensorflow:global step 1363: loss = 12.4454 (0.056 sec/step)
INFO:tensorflow:global step 1363: loss = 12.4454 (0.056 sec/step)
INFO:tensorflow:global step 1364: loss = 10.6541 (0.062 sec/step)
INFO:tensorflow:global step 1364: loss = 10.6541 (0.062 sec/step)
INFO:tensorflow:global step 1365: loss = 12.1320 (0.056 sec/step)
INFO:tensorflow:global step 1365: loss = 12.1320 (0.056 sec/step)
INFO:tensorflow:global step 1366: loss = 14.1269 (0.055 sec/step)
INFO:tensorflow:global step 1366: loss = 14.1269 (0.055 sec/step)
INFO:tensorflow:global step 1367: loss = 13.1293 (0.058 sec/step)
INFO:tensorflow:global step 1367: loss = 13.1293 (0.058 sec/step)
INFO:tensorflow:global step 1368: loss = 16.5863 (0.055 sec/step)
INFO:tensorflow:global step 1368: loss = 16.5863 (0.055 sec/step)
INFO:tensorflow:global step 1369: loss = 21.4458 (0.058 sec/step)
INFO:tensorflow:global step 1369: loss = 21.4458 (0.058 sec/step)
INFO:tensorflow:global step 1370: loss = 1.4110 (0.057 sec/step)
INFO:tensorflow:global step 1370: loss = 1.4110 (0.057 sec/step)
INFO:tensorflow:global step 1371: loss = 14.9190 (0.056 sec/step)
INFO:tensorflow:global step 1371: loss = 14.9190 (0.056 sec/step)
INFO:tensorflow:global step 1372: loss = 13.3307 (0.059 sec/step)
INFO:tensorflow:global step 1372: loss = 13.3307 (0.059 sec/step)
INFO:tensorflow:global step 1373: loss = 15.5529 (0.057 sec/step)
INFO:tensorflow:global step 1373: loss = 15.5529 (0.057 sec/step)
INFO:tensorflow:global step 1374: loss = 14.0984 (0.056 sec/step)
INFO:tensorflow:global step 1374: loss = 14.0984 (0.056 sec/step)
INFO:tensorflow:global step 1375: loss = 11.1848 (0.054 sec/step)
INFO:tensorflow:global step 1375: loss = 11.1848 (0.054 sec/step)
INFO:tensorflow:global step 1376: loss = 13.3616 (0.059 sec/step)
INFO:tensorflow:global step 1376: loss = 13.3616 (0.059 sec/step)
INFO:tensorflow:global step 1377: loss = 12.6095 (0.060 sec/step)
INFO:tensorflow:global step 1377: loss = 12.6095 (0.060 sec/step)
INFO:tensorflow:global step 1378: loss = 18.9478 (0.058 sec/step)
INFO:tensorflow:global step 1378: loss = 18.9478 (0.058 sec/step)
INFO:tensorflow:global step 1379: loss = 12.3869 (0.058 sec/step)
INFO:tensorflow:global step 1379: loss = 12.3869 (0.058 sec/step)
INFO:tensorflow:global step 1380: loss = 21.7603 (0.056 sec/step)
INFO:tensorflow:global step 1380: loss = 21.7603 (0.056 sec/step)
INFO:tensorflow:global step 1381: loss = 13.3529 (0.056 sec/step)
INFO:tensorflow:global step 1381: loss = 13.3529 (0.056 sec/step)
INFO:tensorflow:global step 1382: loss = 18.2136 (0.057 sec/step)
INFO:tensorflow:global step 1382: loss = 18.2136 (0.057 sec/step)
INFO:tensorflow:global step 1383: loss = 12.0273 (0.054 sec/step)
INFO:tensorflow:global step 1383: loss = 12.0273 (0.054 sec/step)
INFO:tensorflow:global step 1384: loss = 12.8318 (0.062 sec/step)
INFO:tensorflow:global step 1384: loss = 12.8318 (0.062 sec/step)
INFO:tensorflow:global step 1385: loss = 12.2903 (0.057 sec/step)
INFO:tensorflow:global step 1385: loss = 12.2903 (0.057 sec/step)
INFO:tensorflow:global step 1386: loss = 13.8476 (0.054 sec/step)
INFO:tensorflow:global step 1386: loss = 13.8476 (0.054 sec/step)
INFO:tensorflow:global step 1387: loss = 16.8762 (0.059 sec/step)
INFO:tensorflow:global step 1387: loss = 16.8762 (0.059 sec/step)
INFO:tensorflow:global step 1388: loss = 14.2573 (0.063 sec/step)
INFO:tensorflow:global step 1388: loss = 14.2573 (0.063 sec/step)
INFO:tensorflow:global step 1389: loss = 11.0482 (0.057 sec/step)
INFO:tensorflow:global step 1389: loss = 11.0482 (0.057 sec/step)
INFO:tensorflow:global step 1390: loss = 15.9663 (0.055 sec/step)
INFO:tensorflow:global step 1390: loss = 15.9663 (0.055 sec/step)
INFO:tensorflow:global step 1391: loss = 12.5042 (0.058 sec/step)
INFO:tensorflow:global step 1391: loss = 12.5042 (0.058 sec/step)
INFO:tensorflow:global step 1392: loss = 20.0777 (0.057 sec/step)
INFO:tensorflow:global step 1392: loss = 20.0777 (0.057 sec/step)
INFO:tensorflow:global step 1393: loss = 12.9228 (0.063 sec/step)
INFO:tensorflow:global step 1393: loss = 12.9228 (0.063 sec/step)
INFO:tensorflow:global step 1394: loss = 11.2562 (0.059 sec/step)
INFO:tensorflow:global step 1394: loss = 11.2562 (0.059 sec/step)
INFO:tensorflow:global step 1395: loss = 10.8746 (0.055 sec/step)
INFO:tensorflow:global step 1395: loss = 10.8746 (0.055 sec/step)
INFO:tensorflow:global step 1396: loss = 14.0237 (0.058 sec/step)
INFO:tensorflow:global step 1396: loss = 14.0237 (0.058 sec/step)
INFO:tensorflow:global step 1397: loss = 14.2088 (0.056 sec/step)
INFO:tensorflow:global step 1397: loss = 14.2088 (0.056 sec/step)
INFO:tensorflow:global step 1398: loss = 20.8712 (0.054 sec/step)
INFO:tensorflow:global step 1398: loss = 20.8712 (0.054 sec/step)
INFO:tensorflow:global step 1399: loss = 10.3260 (0.053 sec/step)
INFO:tensorflow:global step 1399: loss = 10.3260 (0.053 sec/step)
INFO:tensorflow:global step 1400: loss = 12.7279 (0.057 sec/step)
INFO:tensorflow:global step 1400: loss = 12.7279 (0.057 sec/step)
INFO:tensorflow:global step 1401: loss = 13.4487 (0.057 sec/step)
INFO:tensorflow:global step 1401: loss = 13.4487 (0.057 sec/step)
INFO:tensorflow:global step 1402: loss = 14.9765 (0.059 sec/step)
INFO:tensorflow:global step 1402: loss = 14.9765 (0.059 sec/step)
INFO:tensorflow:global step 1403: loss = 11.4581 (0.060 sec/step)
INFO:tensorflow:global step 1403: loss = 11.4581 (0.060 sec/step)
INFO:tensorflow:global step 1404: loss = 17.1679 (0.062 sec/step)
INFO:tensorflow:global step 1404: loss = 17.1679 (0.062 sec/step)
INFO:tensorflow:global step 1405: loss = 12.4179 (0.056 sec/step)
INFO:tensorflow:global step 1405: loss = 12.4179 (0.056 sec/step)
INFO:tensorflow:global step 1406: loss = 14.9819 (0.058 sec/step)
INFO:tensorflow:global step 1406: loss = 14.9819 (0.058 sec/step)
INFO:tensorflow:global step 1407: loss = 14.2135 (0.057 sec/step)
INFO:tensorflow:global step 1407: loss = 14.2135 (0.057 sec/step)
INFO:tensorflow:global step 1408: loss = 13.0648 (0.055 sec/step)
INFO:tensorflow:global step 1408: loss = 13.0648 (0.055 sec/step)
INFO:tensorflow:global step 1409: loss = 11.9717 (0.061 sec/step)
INFO:tensorflow:global step 1409: loss = 11.9717 (0.061 sec/step)
INFO:tensorflow:global step 1410: loss = 14.6777 (0.060 sec/step)
INFO:tensorflow:global step 1410: loss = 14.6777 (0.060 sec/step)
INFO:tensorflow:global step 1411: loss = 9.8425 (0.062 sec/step)
INFO:tensorflow:global step 1411: loss = 9.8425 (0.062 sec/step)
INFO:tensorflow:global step 1412: loss = 15.8857 (0.058 sec/step)
INFO:tensorflow:global step 1412: loss = 15.8857 (0.058 sec/step)
INFO:tensorflow:global step 1413: loss = 18.5993 (0.056 sec/step)
INFO:tensorflow:global step 1413: loss = 18.5993 (0.056 sec/step)
INFO:tensorflow:global step 1414: loss = 20.0643 (0.055 sec/step)
INFO:tensorflow:global step 1414: loss = 20.0643 (0.055 sec/step)
INFO:tensorflow:global step 1415: loss = 15.1029 (0.056 sec/step)
INFO:tensorflow:global step 1415: loss = 15.1029 (0.056 sec/step)
INFO:tensorflow:global step 1416: loss = 17.3041 (0.056 sec/step)
INFO:tensorflow:global step 1416: loss = 17.3041 (0.056 sec/step)
INFO:tensorflow:global step 1417: loss = 12.4431 (0.054 sec/step)
INFO:tensorflow:global step 1417: loss = 12.4431 (0.054 sec/step)
INFO:tensorflow:global step 1418: loss = 14.7317 (0.060 sec/step)
INFO:tensorflow:global step 1418: loss = 14.7317 (0.060 sec/step)
INFO:tensorflow:global step 1419: loss = 13.3930 (0.058 sec/step)
INFO:tensorflow:global step 1419: loss = 13.3930 (0.058 sec/step)
INFO:tensorflow:global step 1420: loss = 13.7912 (0.060 sec/step)
INFO:tensorflow:global step 1420: loss = 13.7912 (0.060 sec/step)
INFO:tensorflow:global step 1421: loss = 1.4108 (0.060 sec/step)
INFO:tensorflow:global step 1421: loss = 1.4108 (0.060 sec/step)
INFO:tensorflow:global step 1422: loss = 15.2384 (0.055 sec/step)
INFO:tensorflow:global step 1422: loss = 15.2384 (0.055 sec/step)
INFO:tensorflow:global step 1423: loss = 13.5204 (0.055 sec/step)
INFO:tensorflow:global step 1423: loss = 13.5204 (0.055 sec/step)
INFO:tensorflow:global step 1424: loss = 15.4502 (0.053 sec/step)
INFO:tensorflow:global step 1424: loss = 15.4502 (0.053 sec/step)
INFO:tensorflow:global step 1425: loss = 10.0558 (0.058 sec/step)
INFO:tensorflow:global step 1425: loss = 10.0558 (0.058 sec/step)
INFO:tensorflow:global step 1426: loss = 16.8338 (0.052 sec/step)
INFO:tensorflow:global step 1426: loss = 16.8338 (0.052 sec/step)
INFO:tensorflow:global step 1427: loss = 9.9729 (0.060 sec/step)
INFO:tensorflow:global step 1427: loss = 9.9729 (0.060 sec/step)
INFO:tensorflow:global step 1428: loss = 13.0097 (0.058 sec/step)
INFO:tensorflow:global step 1428: loss = 13.0097 (0.058 sec/step)
INFO:tensorflow:global step 1429: loss = 13.7141 (0.064 sec/step)
INFO:tensorflow:global step 1429: loss = 13.7141 (0.064 sec/step)
INFO:tensorflow:global step 1430: loss = 11.2609 (0.070 sec/step)
INFO:tensorflow:global step 1430: loss = 11.2609 (0.070 sec/step)
INFO:tensorflow:global step 1431: loss = 14.2214 (0.054 sec/step)
INFO:tensorflow:global step 1431: loss = 14.2214 (0.054 sec/step)
INFO:tensorflow:global step 1432: loss = 12.4771 (0.054 sec/step)
INFO:tensorflow:global step 1432: loss = 12.4771 (0.054 sec/step)
INFO:tensorflow:global step 1433: loss = 13.4955 (0.060 sec/step)
INFO:tensorflow:global step 1433: loss = 13.4955 (0.060 sec/step)
INFO:tensorflow:global step 1434: loss = 18.1759 (0.054 sec/step)
INFO:tensorflow:global step 1434: loss = 18.1759 (0.054 sec/step)
INFO:tensorflow:global step 1435: loss = 1.4107 (0.052 sec/step)
INFO:tensorflow:global step 1435: loss = 1.4107 (0.052 sec/step)
INFO:tensorflow:global step 1436: loss = 12.7918 (0.052 sec/step)
INFO:tensorflow:global step 1436: loss = 12.7918 (0.052 sec/step)
INFO:tensorflow:global step 1437: loss = 14.6011 (0.058 sec/step)
INFO:tensorflow:global step 1437: loss = 14.6011 (0.058 sec/step)
INFO:tensorflow:global step 1438: loss = 14.3956 (0.055 sec/step)
INFO:tensorflow:global step 1438: loss = 14.3956 (0.055 sec/step)
INFO:tensorflow:global step 1439: loss = 14.8709 (0.059 sec/step)
INFO:tensorflow:global step 1439: loss = 14.8709 (0.059 sec/step)
INFO:tensorflow:global step 1440: loss = 15.6901 (0.055 sec/step)
INFO:tensorflow:global step 1440: loss = 15.6901 (0.055 sec/step)
INFO:tensorflow:global step 1441: loss = 15.2605 (0.057 sec/step)
INFO:tensorflow:global step 1441: loss = 15.2605 (0.057 sec/step)
INFO:tensorflow:global step 1442: loss = 15.9507 (0.056 sec/step)
INFO:tensorflow:global step 1442: loss = 15.9507 (0.056 sec/step)
INFO:tensorflow:global step 1443: loss = 11.3440 (0.054 sec/step)
INFO:tensorflow:global step 1443: loss = 11.3440 (0.054 sec/step)
INFO:tensorflow:global step 1444: loss = 13.6903 (0.058 sec/step)
INFO:tensorflow:global step 1444: loss = 13.6903 (0.058 sec/step)
INFO:tensorflow:global step 1445: loss = 14.9455 (0.059 sec/step)
INFO:tensorflow:global step 1445: loss = 14.9455 (0.059 sec/step)
INFO:tensorflow:global step 1446: loss = 10.6373 (0.055 sec/step)
INFO:tensorflow:global step 1446: loss = 10.6373 (0.055 sec/step)
INFO:tensorflow:global step 1447: loss = 20.0593 (0.059 sec/step)
INFO:tensorflow:global step 1447: loss = 20.0593 (0.059 sec/step)
INFO:tensorflow:global step 1448: loss = 19.9648 (0.057 sec/step)
INFO:tensorflow:global step 1448: loss = 19.9648 (0.057 sec/step)
INFO:tensorflow:global step 1449: loss = 15.0045 (0.056 sec/step)
INFO:tensorflow:global step 1449: loss = 15.0045 (0.056 sec/step)
INFO:tensorflow:global step 1450: loss = 1.4106 (0.054 sec/step)
INFO:tensorflow:global step 1450: loss = 1.4106 (0.054 sec/step)
INFO:tensorflow:global step 1451: loss = 11.3134 (0.057 sec/step)
INFO:tensorflow:global step 1451: loss = 11.3134 (0.057 sec/step)
INFO:tensorflow:global step 1452: loss = 12.9442 (0.055 sec/step)
INFO:tensorflow:global step 1452: loss = 12.9442 (0.055 sec/step)
INFO:tensorflow:global step 1453: loss = 14.8049 (0.051 sec/step)
INFO:tensorflow:global step 1453: loss = 14.8049 (0.051 sec/step)
INFO:tensorflow:global step 1454: loss = 14.2221 (0.054 sec/step)
INFO:tensorflow:global step 1454: loss = 14.2221 (0.054 sec/step)
INFO:tensorflow:global step 1455: loss = 10.9955 (0.056 sec/step)
INFO:tensorflow:global step 1455: loss = 10.9955 (0.056 sec/step)
INFO:tensorflow:global step 1456: loss = 16.4059 (0.058 sec/step)
INFO:tensorflow:global step 1456: loss = 16.4059 (0.058 sec/step)
INFO:tensorflow:global step 1457: loss = 13.8786 (0.064 sec/step)
INFO:tensorflow:global step 1457: loss = 13.8786 (0.064 sec/step)
INFO:tensorflow:global step 1458: loss = 12.9815 (0.058 sec/step)
INFO:tensorflow:global step 1458: loss = 12.9815 (0.058 sec/step)
INFO:tensorflow:global step 1459: loss = 14.8143 (0.056 sec/step)
INFO:tensorflow:global step 1459: loss = 14.8143 (0.056 sec/step)
INFO:tensorflow:global step 1460: loss = 15.0315 (0.057 sec/step)
INFO:tensorflow:global step 1460: loss = 15.0315 (0.057 sec/step)
INFO:tensorflow:global step 1461: loss = 14.2282 (0.057 sec/step)
INFO:tensorflow:global step 1461: loss = 14.2282 (0.057 sec/step)
INFO:tensorflow:global step 1462: loss = 20.7369 (0.052 sec/step)
INFO:tensorflow:global step 1462: loss = 20.7369 (0.052 sec/step)
INFO:tensorflow:global step 1463: loss = 12.4562 (0.056 sec/step)
INFO:tensorflow:global step 1463: loss = 12.4562 (0.056 sec/step)
INFO:tensorflow:global step 1464: loss = 11.9228 (0.056 sec/step)
INFO:tensorflow:global step 1464: loss = 11.9228 (0.056 sec/step)
INFO:tensorflow:global step 1465: loss = 12.2135 (0.058 sec/step)
INFO:tensorflow:global step 1465: loss = 12.2135 (0.058 sec/step)
INFO:tensorflow:global step 1466: loss = 13.5590 (0.058 sec/step)
INFO:tensorflow:global step 1466: loss = 13.5590 (0.058 sec/step)
INFO:tensorflow:global step 1467: loss = 13.3880 (0.058 sec/step)
INFO:tensorflow:global step 1467: loss = 13.3880 (0.058 sec/step)
INFO:tensorflow:global step 1468: loss = 15.8217 (0.056 sec/step)
INFO:tensorflow:global step 1468: loss = 15.8217 (0.056 sec/step)
INFO:tensorflow:global step 1469: loss = 10.2227 (0.054 sec/step)
INFO:tensorflow:global step 1469: loss = 10.2227 (0.054 sec/step)
INFO:tensorflow:global step 1470: loss = 14.3286 (0.055 sec/step)
INFO:tensorflow:global step 1470: loss = 14.3286 (0.055 sec/step)
INFO:tensorflow:global step 1471: loss = 12.1336 (0.054 sec/step)
INFO:tensorflow:global step 1471: loss = 12.1336 (0.054 sec/step)
Corrupt JPEG data: 240 extraneous bytes before marker 0xd9
INFO:tensorflow:global step 1472: loss = 14.4855 (0.056 sec/step)
INFO:tensorflow:global step 1472: loss = 14.4855 (0.056 sec/step)
INFO:tensorflow:global step 1473: loss = 15.4618 (0.059 sec/step)
INFO:tensorflow:global step 1473: loss = 15.4618 (0.059 sec/step)
INFO:tensorflow:global step 1474: loss = 1.4106 (0.060 sec/step)
INFO:tensorflow:global step 1474: loss = 1.4106 (0.060 sec/step)
INFO:tensorflow:global step 1475: loss = 12.0428 (0.059 sec/step)
INFO:tensorflow:global step 1475: loss = 12.0428 (0.059 sec/step)
INFO:tensorflow:global step 1476: loss = 12.9382 (0.057 sec/step)
INFO:tensorflow:global step 1476: loss = 12.9382 (0.057 sec/step)
INFO:tensorflow:global step 1477: loss = 16.7641 (0.065 sec/step)
INFO:tensorflow:global step 1477: loss = 16.7641 (0.065 sec/step)
INFO:tensorflow:global step 1478: loss = 14.1398 (0.055 sec/step)
INFO:tensorflow:global step 1478: loss = 14.1398 (0.055 sec/step)
INFO:tensorflow:global step 1479: loss = 15.6311 (0.056 sec/step)
INFO:tensorflow:global step 1479: loss = 15.6311 (0.056 sec/step)
INFO:tensorflow:global step 1480: loss = 13.5486 (0.060 sec/step)
INFO:tensorflow:global step 1480: loss = 13.5486 (0.060 sec/step)
INFO:tensorflow:global step 1481: loss = 13.8402 (0.061 sec/step)
INFO:tensorflow:global step 1481: loss = 13.8402 (0.061 sec/step)
INFO:tensorflow:global step 1482: loss = 14.4003 (0.058 sec/step)
INFO:tensorflow:global step 1482: loss = 14.4003 (0.058 sec/step)
INFO:tensorflow:global step 1483: loss = 1.4106 (0.059 sec/step)
INFO:tensorflow:global step 1483: loss = 1.4106 (0.059 sec/step)
INFO:tensorflow:global step 1484: loss = 14.1023 (0.057 sec/step)
INFO:tensorflow:global step 1484: loss = 14.1023 (0.057 sec/step)
INFO:tensorflow:global step 1485: loss = 12.1339 (0.054 sec/step)
INFO:tensorflow:global step 1485: loss = 12.1339 (0.054 sec/step)
INFO:tensorflow:global step 1486: loss = 13.6066 (0.057 sec/step)
INFO:tensorflow:global step 1486: loss = 13.6066 (0.057 sec/step)
INFO:tensorflow:global step 1487: loss = 15.5704 (0.057 sec/step)
INFO:tensorflow:global step 1487: loss = 15.5704 (0.057 sec/step)
INFO:tensorflow:global step 1488: loss = 14.0579 (0.064 sec/step)
INFO:tensorflow:global step 1488: loss = 14.0579 (0.064 sec/step)
INFO:tensorflow:global step 1489: loss = 10.8706 (0.056 sec/step)
INFO:tensorflow:global step 1489: loss = 10.8706 (0.056 sec/step)
INFO:tensorflow:global step 1490: loss = 17.2558 (0.055 sec/step)
INFO:tensorflow:global step 1490: loss = 17.2558 (0.055 sec/step)
INFO:tensorflow:global step 1491: loss = 14.3859 (0.058 sec/step)
INFO:tensorflow:global step 1491: loss = 14.3859 (0.058 sec/step)
INFO:tensorflow:global step 1492: loss = 10.7324 (0.054 sec/step)
INFO:tensorflow:global step 1492: loss = 10.7324 (0.054 sec/step)
INFO:tensorflow:global step 1493: loss = 17.1693 (0.056 sec/step)
INFO:tensorflow:global step 1493: loss = 17.1693 (0.056 sec/step)
INFO:tensorflow:global step 1494: loss = 14.9052 (0.060 sec/step)
INFO:tensorflow:global step 1494: loss = 14.9052 (0.060 sec/step)
INFO:tensorflow:global step 1495: loss = 1.4106 (0.056 sec/step)
INFO:tensorflow:global step 1495: loss = 1.4106 (0.056 sec/step)
INFO:tensorflow:global step 1496: loss = 10.8111 (0.059 sec/step)
INFO:tensorflow:global step 1496: loss = 10.8111 (0.059 sec/step)
INFO:tensorflow:global step 1497: loss = 14.8205 (0.055 sec/step)
INFO:tensorflow:global step 1497: loss = 14.8205 (0.055 sec/step)
INFO:tensorflow:global step 1498: loss = 16.9311 (0.060 sec/step)
INFO:tensorflow:global step 1498: loss = 16.9311 (0.060 sec/step)
INFO:tensorflow:global step 1499: loss = 13.6837 (0.056 sec/step)
INFO:tensorflow:global step 1499: loss = 13.6837 (0.056 sec/step)
INFO:tensorflow:global step 1500: loss = 12.4116 (0.054 sec/step)
INFO:tensorflow:global step 1500: loss = 12.4116 (0.054 sec/step)
INFO:tensorflow:global step 1501: loss = 14.8014 (0.059 sec/step)
INFO:tensorflow:global step 1501: loss = 14.8014 (0.059 sec/step)
INFO:tensorflow:global step 1502: loss = 13.4662 (0.054 sec/step)
INFO:tensorflow:global step 1502: loss = 13.4662 (0.054 sec/step)
INFO:tensorflow:global step 1503: loss = 13.3002 (0.057 sec/step)
INFO:tensorflow:global step 1503: loss = 13.3002 (0.057 sec/step)
INFO:tensorflow:global step 1504: loss = 15.0209 (0.056 sec/step)
INFO:tensorflow:global step 1504: loss = 15.0209 (0.056 sec/step)
INFO:tensorflow:global step 1505: loss = 9.5863 (0.061 sec/step)
INFO:tensorflow:global step 1505: loss = 9.5863 (0.061 sec/step)
INFO:tensorflow:global step 1506: loss = 20.0467 (0.058 sec/step)
INFO:tensorflow:global step 1506: loss = 20.0467 (0.058 sec/step)
INFO:tensorflow:global step 1507: loss = 10.4347 (0.056 sec/step)
INFO:tensorflow:global step 1507: loss = 10.4347 (0.056 sec/step)
INFO:tensorflow:global step 1508: loss = 13.3113 (0.063 sec/step)
INFO:tensorflow:global step 1508: loss = 13.3113 (0.063 sec/step)
INFO:tensorflow:global step 1509: loss = 10.8426 (0.056 sec/step)
INFO:tensorflow:global step 1509: loss = 10.8426 (0.056 sec/step)
INFO:tensorflow:global step 1510: loss = 15.3534 (0.058 sec/step)
INFO:tensorflow:global step 1510: loss = 15.3534 (0.058 sec/step)
INFO:tensorflow:global step 1511: loss = 14.0720 (0.059 sec/step)
INFO:tensorflow:global step 1511: loss = 14.0720 (0.059 sec/step)
INFO:tensorflow:global step 1512: loss = 14.3802 (0.057 sec/step)
INFO:tensorflow:global step 1512: loss = 14.3802 (0.057 sec/step)
INFO:tensorflow:global step 1513: loss = 16.3283 (0.059 sec/step)
INFO:tensorflow:global step 1513: loss = 16.3283 (0.059 sec/step)
INFO:tensorflow:global step 1514: loss = 16.1536 (0.056 sec/step)
INFO:tensorflow:global step 1514: loss = 16.1536 (0.056 sec/step)
INFO:tensorflow:global step 1515: loss = 14.4530 (0.054 sec/step)
INFO:tensorflow:global step 1515: loss = 14.4530 (0.054 sec/step)
INFO:tensorflow:global step 1516: loss = 13.5562 (0.059 sec/step)
INFO:tensorflow:global step 1516: loss = 13.5562 (0.059 sec/step)
INFO:tensorflow:global step 1517: loss = 11.4916 (0.053 sec/step)
INFO:tensorflow:global step 1517: loss = 11.4916 (0.053 sec/step)
INFO:tensorflow:global step 1518: loss = 1.4105 (0.054 sec/step)
INFO:tensorflow:global step 1518: loss = 1.4105 (0.054 sec/step)
INFO:tensorflow:global step 1519: loss = 11.5681 (0.055 sec/step)
INFO:tensorflow:global step 1519: loss = 11.5681 (0.055 sec/step)
INFO:tensorflow:global step 1520: loss = 11.9208 (0.057 sec/step)
INFO:tensorflow:global step 1520: loss = 11.9208 (0.057 sec/step)
INFO:tensorflow:global step 1521: loss = 11.9961 (0.057 sec/step)
INFO:tensorflow:global step 1521: loss = 11.9961 (0.057 sec/step)
INFO:tensorflow:global step 1522: loss = 14.6401 (0.062 sec/step)
INFO:tensorflow:global step 1522: loss = 14.6401 (0.062 sec/step)
INFO:tensorflow:global step 1523: loss = 1.4105 (0.056 sec/step)
INFO:tensorflow:global step 1523: loss = 1.4105 (0.056 sec/step)
INFO:tensorflow:global step 1524: loss = 11.8758 (0.057 sec/step)
INFO:tensorflow:global step 1524: loss = 11.8758 (0.057 sec/step)
INFO:tensorflow:global step 1525: loss = 20.2289 (0.059 sec/step)
INFO:tensorflow:global step 1525: loss = 20.2289 (0.059 sec/step)
INFO:tensorflow:global step 1526: loss = 14.0748 (0.059 sec/step)
INFO:tensorflow:global step 1526: loss = 14.0748 (0.059 sec/step)
INFO:tensorflow:global step 1527: loss = 12.0502 (0.057 sec/step)
INFO:tensorflow:global step 1527: loss = 12.0502 (0.057 sec/step)
INFO:tensorflow:global step 1528: loss = 13.0873 (0.053 sec/step)
INFO:tensorflow:global step 1528: loss = 13.0873 (0.053 sec/step)
INFO:tensorflow:global step 1529: loss = 12.2856 (0.057 sec/step)
INFO:tensorflow:global step 1529: loss = 12.2856 (0.057 sec/step)
INFO:tensorflow:global step 1530: loss = 13.6033 (0.057 sec/step)
INFO:tensorflow:global step 1530: loss = 13.6033 (0.057 sec/step)
INFO:tensorflow:global step 1531: loss = 21.4870 (0.067 sec/step)
INFO:tensorflow:global step 1531: loss = 21.4870 (0.067 sec/step)
INFO:tensorflow:global step 1532: loss = 11.8369 (0.056 sec/step)
INFO:tensorflow:global step 1532: loss = 11.8369 (0.056 sec/step)
INFO:tensorflow:global step 1533: loss = 14.0828 (0.061 sec/step)
INFO:tensorflow:global step 1533: loss = 14.0828 (0.061 sec/step)
INFO:tensorflow:global step 1534: loss = 17.6674 (0.058 sec/step)
INFO:tensorflow:global step 1534: loss = 17.6674 (0.058 sec/step)
INFO:tensorflow:global step 1535: loss = 17.8342 (0.056 sec/step)
INFO:tensorflow:global step 1535: loss = 17.8342 (0.056 sec/step)
INFO:tensorflow:global step 1536: loss = 14.2602 (0.055 sec/step)
INFO:tensorflow:global step 1536: loss = 14.2602 (0.055 sec/step)
INFO:tensorflow:global step 1537: loss = 23.2492 (0.055 sec/step)
INFO:tensorflow:global step 1537: loss = 23.2492 (0.055 sec/step)
INFO:tensorflow:global step 1538: loss = 12.6067 (0.055 sec/step)
INFO:tensorflow:global step 1538: loss = 12.6067 (0.055 sec/step)
INFO:tensorflow:global step 1539: loss = 12.7625 (0.059 sec/step)
INFO:tensorflow:global step 1539: loss = 12.7625 (0.059 sec/step)
INFO:tensorflow:global step 1540: loss = 12.4697 (0.057 sec/step)
INFO:tensorflow:global step 1540: loss = 12.4697 (0.057 sec/step)
INFO:tensorflow:global step 1541: loss = 18.0629 (0.055 sec/step)
INFO:tensorflow:global step 1541: loss = 18.0629 (0.055 sec/step)
INFO:tensorflow:global step 1542: loss = 12.5161 (0.056 sec/step)
INFO:tensorflow:global step 1542: loss = 12.5161 (0.056 sec/step)
INFO:tensorflow:global step 1543: loss = 11.7843 (0.061 sec/step)
INFO:tensorflow:global step 1543: loss = 11.7843 (0.061 sec/step)
INFO:tensorflow:global step 1544: loss = 11.5173 (0.062 sec/step)
INFO:tensorflow:global step 1544: loss = 11.5173 (0.062 sec/step)
INFO:tensorflow:global step 1545: loss = 10.4824 (0.057 sec/step)
INFO:tensorflow:global step 1545: loss = 10.4824 (0.057 sec/step)
INFO:tensorflow:global step 1546: loss = 12.0942 (0.061 sec/step)
INFO:tensorflow:global step 1546: loss = 12.0942 (0.061 sec/step)
INFO:tensorflow:global step 1547: loss = 11.4475 (0.063 sec/step)
INFO:tensorflow:global step 1547: loss = 11.4475 (0.063 sec/step)
INFO:tensorflow:global step 1548: loss = 14.9618 (0.055 sec/step)
INFO:tensorflow:global step 1548: loss = 14.9618 (0.055 sec/step)
INFO:tensorflow:global step 1549: loss = 14.8928 (0.060 sec/step)
INFO:tensorflow:global step 1549: loss = 14.8928 (0.060 sec/step)
INFO:tensorflow:global step 1550: loss = 1.4104 (0.057 sec/step)
INFO:tensorflow:global step 1550: loss = 1.4104 (0.057 sec/step)
INFO:tensorflow:global step 1551: loss = 12.9049 (0.056 sec/step)
INFO:tensorflow:global step 1551: loss = 12.9049 (0.056 sec/step)
INFO:tensorflow:global step 1552: loss = 15.7300 (0.057 sec/step)
INFO:tensorflow:global step 1552: loss = 15.7300 (0.057 sec/step)
INFO:tensorflow:global step 1553: loss = 17.6159 (0.059 sec/step)
INFO:tensorflow:global step 1553: loss = 17.6159 (0.059 sec/step)
INFO:tensorflow:global step 1554: loss = 16.4280 (0.056 sec/step)
INFO:tensorflow:global step 1554: loss = 16.4280 (0.056 sec/step)
INFO:tensorflow:global step 1555: loss = 10.3397 (0.053 sec/step)
INFO:tensorflow:global step 1555: loss = 10.3397 (0.053 sec/step)
INFO:tensorflow:global step 1556: loss = 11.7371 (0.056 sec/step)
INFO:tensorflow:global step 1556: loss = 11.7371 (0.056 sec/step)
INFO:tensorflow:global step 1557: loss = 13.8237 (0.055 sec/step)
INFO:tensorflow:global step 1557: loss = 13.8237 (0.055 sec/step)
INFO:tensorflow:global step 1558: loss = 11.9739 (0.052 sec/step)
INFO:tensorflow:global step 1558: loss = 11.9739 (0.052 sec/step)
INFO:tensorflow:global step 1559: loss = 10.7235 (0.059 sec/step)
INFO:tensorflow:global step 1559: loss = 10.7235 (0.059 sec/step)
INFO:tensorflow:global step 1560: loss = 13.8144 (0.060 sec/step)
INFO:tensorflow:global step 1560: loss = 13.8144 (0.060 sec/step)
INFO:tensorflow:global step 1561: loss = 18.5482 (0.058 sec/step)
INFO:tensorflow:global step 1561: loss = 18.5482 (0.058 sec/step)
INFO:tensorflow:global step 1562: loss = 14.4298 (0.060 sec/step)
INFO:tensorflow:global step 1562: loss = 14.4298 (0.060 sec/step)
INFO:tensorflow:global step 1563: loss = 17.4992 (0.058 sec/step)
INFO:tensorflow:global step 1563: loss = 17.4992 (0.058 sec/step)
Corrupt JPEG data: 240 extraneous bytes before marker 0xd9
INFO:tensorflow:global step 1564: loss = 14.1976 (0.057 sec/step)
INFO:tensorflow:global step 1564: loss = 14.1976 (0.057 sec/step)
INFO:tensorflow:global step 1565: loss = 11.4305 (0.059 sec/step)
INFO:tensorflow:global step 1565: loss = 11.4305 (0.059 sec/step)
INFO:tensorflow:global step 1566: loss = 20.7525 (0.055 sec/step)
INFO:tensorflow:global step 1566: loss = 20.7525 (0.055 sec/step)
INFO:tensorflow:global step 1567: loss = 11.1617 (0.055 sec/step)
INFO:tensorflow:global step 1567: loss = 11.1617 (0.055 sec/step)
INFO:tensorflow:global step 1568: loss = 10.5284 (0.056 sec/step)
INFO:tensorflow:global step 1568: loss = 10.5284 (0.056 sec/step)
INFO:tensorflow:global step 1569: loss = 18.8806 (0.063 sec/step)
INFO:tensorflow:global step 1569: loss = 18.8806 (0.063 sec/step)
INFO:tensorflow:global step 1570: loss = 11.6258 (0.056 sec/step)
INFO:tensorflow:global step 1570: loss = 11.6258 (0.056 sec/step)
INFO:tensorflow:global step 1571: loss = 11.8733 (0.059 sec/step)
INFO:tensorflow:global step 1571: loss = 11.8733 (0.059 sec/step)
INFO:tensorflow:global step 1572: loss = 11.9902 (0.056 sec/step)
INFO:tensorflow:global step 1572: loss = 11.9902 (0.056 sec/step)
INFO:tensorflow:global step 1573: loss = 11.4356 (0.053 sec/step)
INFO:tensorflow:global step 1573: loss = 11.4356 (0.053 sec/step)
INFO:tensorflow:global step 1574: loss = 13.1574 (0.056 sec/step)
INFO:tensorflow:global step 1574: loss = 13.1574 (0.056 sec/step)
INFO:tensorflow:global step 1575: loss = 10.0441 (0.055 sec/step)
INFO:tensorflow:global step 1575: loss = 10.0441 (0.055 sec/step)
INFO:tensorflow:global step 1576: loss = 10.6565 (0.056 sec/step)
INFO:tensorflow:global step 1576: loss = 10.6565 (0.056 sec/step)
INFO:tensorflow:global step 1577: loss = 12.5420 (0.059 sec/step)
INFO:tensorflow:global step 1577: loss = 12.5420 (0.059 sec/step)
INFO:tensorflow:global step 1578: loss = 11.5669 (0.051 sec/step)
INFO:tensorflow:global step 1578: loss = 11.5669 (0.051 sec/step)
INFO:tensorflow:global step 1579: loss = 17.6107 (0.057 sec/step)
INFO:tensorflow:global step 1579: loss = 17.6107 (0.057 sec/step)
INFO:tensorflow:global step 1580: loss = 20.7671 (0.056 sec/step)
INFO:tensorflow:global step 1580: loss = 20.7671 (0.056 sec/step)
INFO:tensorflow:global step 1581: loss = 12.0036 (0.055 sec/step)
INFO:tensorflow:global step 1581: loss = 12.0036 (0.055 sec/step)
INFO:tensorflow:global step 1582: loss = 11.3607 (0.066 sec/step)
INFO:tensorflow:global step 1582: loss = 11.3607 (0.066 sec/step)
INFO:tensorflow:global step 1583: loss = 15.4424 (0.060 sec/step)
INFO:tensorflow:global step 1583: loss = 15.4424 (0.060 sec/step)
INFO:tensorflow:global step 1584: loss = 12.5614 (0.056 sec/step)
INFO:tensorflow:global step 1584: loss = 12.5614 (0.056 sec/step)
INFO:tensorflow:global step 1585: loss = 16.8641 (0.055 sec/step)
INFO:tensorflow:global step 1585: loss = 16.8641 (0.055 sec/step)
INFO:tensorflow:global step 1586: loss = 14.2170 (0.057 sec/step)
INFO:tensorflow:global step 1586: loss = 14.2170 (0.057 sec/step)
INFO:tensorflow:global step 1587: loss = 15.8075 (0.057 sec/step)
INFO:tensorflow:global step 1587: loss = 15.8075 (0.057 sec/step)
INFO:tensorflow:global step 1588: loss = 13.8303 (0.057 sec/step)
INFO:tensorflow:global step 1588: loss = 13.8303 (0.057 sec/step)
INFO:tensorflow:global step 1589: loss = 11.5819 (0.058 sec/step)
INFO:tensorflow:global step 1589: loss = 11.5819 (0.058 sec/step)
INFO:tensorflow:global step 1590: loss = 10.2414 (0.054 sec/step)
INFO:tensorflow:global step 1590: loss = 10.2414 (0.054 sec/step)
INFO:tensorflow:global step 1591: loss = 11.9945 (0.056 sec/step)
INFO:tensorflow:global step 1591: loss = 11.9945 (0.056 sec/step)
INFO:tensorflow:global step 1592: loss = 10.4714 (0.060 sec/step)
INFO:tensorflow:global step 1592: loss = 10.4714 (0.060 sec/step)
INFO:tensorflow:global step 1593: loss = 10.3847 (0.060 sec/step)
INFO:tensorflow:global step 1593: loss = 10.3847 (0.060 sec/step)
INFO:tensorflow:global step 1594: loss = 15.2989 (0.056 sec/step)
INFO:tensorflow:global step 1594: loss = 15.2989 (0.056 sec/step)
INFO:tensorflow:global step 1595: loss = 14.9618 (0.060 sec/step)
INFO:tensorflow:global step 1595: loss = 14.9618 (0.060 sec/step)
INFO:tensorflow:global step 1596: loss = 15.1142 (0.054 sec/step)
INFO:tensorflow:global step 1596: loss = 15.1142 (0.054 sec/step)
INFO:tensorflow:global step 1597: loss = 12.1340 (0.063 sec/step)
INFO:tensorflow:global step 1597: loss = 12.1340 (0.063 sec/step)
INFO:tensorflow:global step 1598: loss = 15.0466 (0.058 sec/step)
INFO:tensorflow:global step 1598: loss = 15.0466 (0.058 sec/step)
INFO:tensorflow:global step 1599: loss = 14.7104 (0.058 sec/step)
INFO:tensorflow:global step 1599: loss = 14.7104 (0.058 sec/step)
INFO:tensorflow:global step 1600: loss = 14.6067 (0.061 sec/step)
INFO:tensorflow:global step 1600: loss = 14.6067 (0.061 sec/step)
INFO:tensorflow:global step 1601: loss = 12.7773 (0.058 sec/step)
INFO:tensorflow:global step 1601: loss = 12.7773 (0.058 sec/step)
INFO:tensorflow:global step 1602: loss = 12.7776 (0.055 sec/step)
INFO:tensorflow:global step 1602: loss = 12.7776 (0.055 sec/step)
INFO:tensorflow:global step 1603: loss = 11.1021 (0.059 sec/step)
INFO:tensorflow:global step 1603: loss = 11.1021 (0.059 sec/step)
INFO:tensorflow:global step 1604: loss = 12.1522 (0.061 sec/step)
INFO:tensorflow:global step 1604: loss = 12.1522 (0.061 sec/step)
INFO:tensorflow:global step 1605: loss = 13.0535 (0.058 sec/step)
INFO:tensorflow:global step 1605: loss = 13.0535 (0.058 sec/step)
INFO:tensorflow:global step 1606: loss = 10.4539 (0.057 sec/step)
INFO:tensorflow:global step 1606: loss = 10.4539 (0.057 sec/step)
INFO:tensorflow:global step 1607: loss = 11.5215 (0.059 sec/step)
INFO:tensorflow:global step 1607: loss = 11.5215 (0.059 sec/step)
INFO:tensorflow:global step 1608: loss = 13.1047 (0.057 sec/step)
INFO:tensorflow:global step 1608: loss = 13.1047 (0.057 sec/step)
INFO:tensorflow:global step 1609: loss = 13.3547 (0.054 sec/step)
INFO:tensorflow:global step 1609: loss = 13.3547 (0.054 sec/step)
INFO:tensorflow:global step 1610: loss = 16.1883 (0.059 sec/step)
INFO:tensorflow:global step 1610: loss = 16.1883 (0.059 sec/step)
INFO:tensorflow:global step 1611: loss = 1.4102 (0.056 sec/step)
INFO:tensorflow:global step 1611: loss = 1.4102 (0.056 sec/step)
INFO:tensorflow:global step 1612: loss = 13.1229 (0.057 sec/step)
INFO:tensorflow:global step 1612: loss = 13.1229 (0.057 sec/step)
INFO:tensorflow:global step 1613: loss = 11.9624 (0.055 sec/step)
INFO:tensorflow:global step 1613: loss = 11.9624 (0.055 sec/step)
INFO:tensorflow:global step 1614: loss = 10.0176 (0.054 sec/step)
INFO:tensorflow:global step 1614: loss = 10.0176 (0.054 sec/step)
INFO:tensorflow:global step 1615: loss = 10.2313 (0.057 sec/step)
INFO:tensorflow:global step 1615: loss = 10.2313 (0.057 sec/step)
INFO:tensorflow:global step 1616: loss = 12.5376 (0.060 sec/step)
INFO:tensorflow:global step 1616: loss = 12.5376 (0.060 sec/step)
INFO:tensorflow:global step 1617: loss = 10.5099 (0.061 sec/step)
INFO:tensorflow:global step 1617: loss = 10.5099 (0.061 sec/step)
INFO:tensorflow:global step 1618: loss = 21.0352 (0.052 sec/step)
INFO:tensorflow:global step 1618: loss = 21.0352 (0.052 sec/step)
INFO:tensorflow:global step 1619: loss = 10.9180 (0.055 sec/step)
INFO:tensorflow:global step 1619: loss = 10.9180 (0.055 sec/step)
INFO:tensorflow:global step 1620: loss = 12.5343 (0.058 sec/step)
INFO:tensorflow:global step 1620: loss = 12.5343 (0.058 sec/step)
INFO:tensorflow:global step 1621: loss = 10.0430 (0.058 sec/step)
INFO:tensorflow:global step 1621: loss = 10.0430 (0.058 sec/step)
INFO:tensorflow:global step 1622: loss = 9.2097 (0.056 sec/step)
INFO:tensorflow:global step 1622: loss = 9.2097 (0.056 sec/step)
INFO:tensorflow:global step 1623: loss = 15.2643 (0.060 sec/step)
INFO:tensorflow:global step 1623: loss = 15.2643 (0.060 sec/step)
INFO:tensorflow:global step 1624: loss = 13.9532 (0.059 sec/step)
INFO:tensorflow:global step 1624: loss = 13.9532 (0.059 sec/step)
INFO:tensorflow:global step 1625: loss = 10.7015 (0.057 sec/step)
INFO:tensorflow:global step 1625: loss = 10.7015 (0.057 sec/step)
INFO:tensorflow:global step 1626: loss = 17.7973 (0.060 sec/step)
INFO:tensorflow:global step 1626: loss = 17.7973 (0.060 sec/step)
INFO:tensorflow:global step 1627: loss = 10.8205 (0.056 sec/step)
INFO:tensorflow:global step 1627: loss = 10.8205 (0.056 sec/step)
INFO:tensorflow:global step 1628: loss = 11.9586 (0.059 sec/step)
INFO:tensorflow:global step 1628: loss = 11.9586 (0.059 sec/step)
INFO:tensorflow:global step 1629: loss = 14.0046 (0.057 sec/step)
INFO:tensorflow:global step 1629: loss = 14.0046 (0.057 sec/step)
INFO:tensorflow:global step 1630: loss = 14.9402 (0.056 sec/step)
INFO:tensorflow:global step 1630: loss = 14.9402 (0.056 sec/step)
INFO:tensorflow:global step 1631: loss = 14.6779 (0.054 sec/step)
INFO:tensorflow:global step 1631: loss = 14.6779 (0.054 sec/step)
INFO:tensorflow:global step 1632: loss = 17.1944 (0.061 sec/step)
INFO:tensorflow:global step 1632: loss = 17.1944 (0.061 sec/step)
INFO:tensorflow:global step 1633: loss = 11.1797 (0.058 sec/step)
INFO:tensorflow:global step 1633: loss = 11.1797 (0.058 sec/step)
INFO:tensorflow:global step 1634: loss = 12.5902 (0.057 sec/step)
INFO:tensorflow:global step 1634: loss = 12.5902 (0.057 sec/step)
INFO:tensorflow:global step 1635: loss = 11.1927 (0.053 sec/step)
INFO:tensorflow:global step 1635: loss = 11.1927 (0.053 sec/step)
INFO:tensorflow:global step 1636: loss = 8.8346 (0.052 sec/step)
INFO:tensorflow:global step 1636: loss = 8.8346 (0.052 sec/step)
INFO:tensorflow:global step 1637: loss = 13.3909 (0.058 sec/step)
INFO:tensorflow:global step 1637: loss = 13.3909 (0.058 sec/step)
INFO:tensorflow:global step 1638: loss = 11.4114 (0.062 sec/step)
INFO:tensorflow:global step 1638: loss = 11.4114 (0.062 sec/step)
INFO:tensorflow:global step 1639: loss = 14.9312 (0.062 sec/step)
INFO:tensorflow:global step 1639: loss = 14.9312 (0.062 sec/step)
INFO:tensorflow:global step 1640: loss = 10.5739 (0.060 sec/step)
INFO:tensorflow:global step 1640: loss = 10.5739 (0.060 sec/step)
INFO:tensorflow:global step 1641: loss = 10.5700 (0.059 sec/step)
INFO:tensorflow:global step 1641: loss = 10.5700 (0.059 sec/step)
INFO:tensorflow:global step 1642: loss = 9.9052 (0.053 sec/step)
INFO:tensorflow:global step 1642: loss = 9.9052 (0.053 sec/step)
INFO:tensorflow:global step 1643: loss = 14.4315 (0.058 sec/step)
INFO:tensorflow:global step 1643: loss = 14.4315 (0.058 sec/step)
INFO:tensorflow:global step 1644: loss = 13.1308 (0.057 sec/step)
INFO:tensorflow:global step 1644: loss = 13.1308 (0.057 sec/step)
INFO:tensorflow:global step 1645: loss = 16.6978 (0.058 sec/step)
INFO:tensorflow:global step 1645: loss = 16.6978 (0.058 sec/step)
INFO:tensorflow:global step 1646: loss = 10.4847 (0.059 sec/step)
INFO:tensorflow:global step 1646: loss = 10.4847 (0.059 sec/step)
INFO:tensorflow:global step 1647: loss = 18.2283 (0.057 sec/step)
INFO:tensorflow:global step 1647: loss = 18.2283 (0.057 sec/step)
INFO:tensorflow:global step 1648: loss = 12.5450 (0.060 sec/step)
INFO:tensorflow:global step 1648: loss = 12.5450 (0.060 sec/step)
INFO:tensorflow:global step 1649: loss = 11.8805 (0.062 sec/step)
INFO:tensorflow:global step 1649: loss = 11.8805 (0.062 sec/step)
INFO:tensorflow:global step 1650: loss = 9.2608 (0.058 sec/step)
INFO:tensorflow:global step 1650: loss = 9.2608 (0.058 sec/step)
INFO:tensorflow:global step 1651: loss = 11.3859 (0.061 sec/step)
INFO:tensorflow:global step 1651: loss = 11.3859 (0.061 sec/step)
INFO:tensorflow:global step 1652: loss = 13.3000 (0.060 sec/step)
INFO:tensorflow:global step 1652: loss = 13.3000 (0.060 sec/step)
INFO:tensorflow:global step 1653: loss = 13.6547 (0.060 sec/step)
INFO:tensorflow:global step 1653: loss = 13.6547 (0.060 sec/step)
INFO:tensorflow:global step 1654: loss = 10.3020 (0.058 sec/step)
INFO:tensorflow:global step 1654: loss = 10.3020 (0.058 sec/step)
INFO:tensorflow:global step 1655: loss = 14.0914 (0.055 sec/step)
INFO:tensorflow:global step 1655: loss = 14.0914 (0.055 sec/step)
INFO:tensorflow:global step 1656: loss = 14.4677 (0.059 sec/step)
INFO:tensorflow:global step 1656: loss = 14.4677 (0.059 sec/step)
INFO:tensorflow:global step 1657: loss = 17.7858 (0.054 sec/step)
INFO:tensorflow:global step 1657: loss = 17.7858 (0.054 sec/step)
INFO:tensorflow:global step 1658: loss = 18.5534 (0.070 sec/step)
INFO:tensorflow:global step 1658: loss = 18.5534 (0.070 sec/step)
INFO:tensorflow:global step 1659: loss = 19.3421 (0.058 sec/step)
INFO:tensorflow:global step 1659: loss = 19.3421 (0.058 sec/step)
INFO:tensorflow:global step 1660: loss = 10.0862 (0.055 sec/step)
INFO:tensorflow:global step 1660: loss = 10.0862 (0.055 sec/step)
INFO:tensorflow:global step 1661: loss = 11.3900 (0.059 sec/step)
INFO:tensorflow:global step 1661: loss = 11.3900 (0.059 sec/step)
INFO:tensorflow:global step 1662: loss = 15.3165 (0.055 sec/step)
INFO:tensorflow:global step 1662: loss = 15.3165 (0.055 sec/step)
INFO:tensorflow:global step 1663: loss = 13.6037 (0.054 sec/step)
INFO:tensorflow:global step 1663: loss = 13.6037 (0.054 sec/step)
INFO:tensorflow:global step 1664: loss = 14.1988 (0.057 sec/step)
INFO:tensorflow:global step 1664: loss = 14.1988 (0.057 sec/step)
INFO:tensorflow:global step 1665: loss = 11.4391 (0.057 sec/step)
INFO:tensorflow:global step 1665: loss = 11.4391 (0.057 sec/step)
INFO:tensorflow:global step 1666: loss = 14.2473 (0.056 sec/step)
INFO:tensorflow:global step 1666: loss = 14.2473 (0.056 sec/step)
INFO:tensorflow:global step 1667: loss = 13.8537 (0.058 sec/step)
INFO:tensorflow:global step 1667: loss = 13.8537 (0.058 sec/step)
INFO:tensorflow:global step 1668: loss = 12.1748 (0.055 sec/step)
INFO:tensorflow:global step 1668: loss = 12.1748 (0.055 sec/step)
INFO:tensorflow:global step 1669: loss = 11.0020 (0.055 sec/step)
INFO:tensorflow:global step 1669: loss = 11.0020 (0.055 sec/step)
INFO:tensorflow:global step 1670: loss = 9.8922 (0.058 sec/step)
INFO:tensorflow:global step 1670: loss = 9.8922 (0.058 sec/step)
INFO:tensorflow:global step 1671: loss = 20.4200 (0.062 sec/step)
INFO:tensorflow:global step 1671: loss = 20.4200 (0.062 sec/step)
INFO:tensorflow:global step 1672: loss = 11.4047 (0.056 sec/step)
INFO:tensorflow:global step 1672: loss = 11.4047 (0.056 sec/step)
INFO:tensorflow:global step 1673: loss = 11.6334 (0.055 sec/step)
INFO:tensorflow:global step 1673: loss = 11.6334 (0.055 sec/step)
INFO:tensorflow:global step 1674: loss = 11.5328 (0.061 sec/step)
INFO:tensorflow:global step 1674: loss = 11.5328 (0.061 sec/step)
INFO:tensorflow:global step 1675: loss = 10.0830 (0.064 sec/step)
INFO:tensorflow:global step 1675: loss = 10.0830 (0.064 sec/step)
INFO:tensorflow:global step 1676: loss = 13.5894 (0.057 sec/step)
INFO:tensorflow:global step 1676: loss = 13.5894 (0.057 sec/step)
INFO:tensorflow:global step 1677: loss = 12.7972 (0.057 sec/step)
INFO:tensorflow:global step 1677: loss = 12.7972 (0.057 sec/step)
INFO:tensorflow:global step 1678: loss = 13.4438 (0.054 sec/step)
INFO:tensorflow:global step 1678: loss = 13.4438 (0.054 sec/step)
INFO:tensorflow:global step 1679: loss = 9.5575 (0.068 sec/step)
INFO:tensorflow:global step 1679: loss = 9.5575 (0.068 sec/step)
INFO:tensorflow:global step 1680: loss = 28.3885 (0.055 sec/step)
INFO:tensorflow:global step 1680: loss = 28.3885 (0.055 sec/step)
INFO:tensorflow:global step 1681: loss = 11.1196 (0.059 sec/step)
INFO:tensorflow:global step 1681: loss = 11.1196 (0.059 sec/step)
INFO:tensorflow:global step 1682: loss = 16.8071 (0.057 sec/step)
INFO:tensorflow:global step 1682: loss = 16.8071 (0.057 sec/step)
INFO:tensorflow:global step 1683: loss = 12.7912 (0.055 sec/step)
INFO:tensorflow:global step 1683: loss = 12.7912 (0.055 sec/step)
INFO:tensorflow:global step 1684: loss = 11.2358 (0.059 sec/step)
INFO:tensorflow:global step 1684: loss = 11.2358 (0.059 sec/step)
INFO:tensorflow:global step 1685: loss = 13.7283 (0.057 sec/step)
INFO:tensorflow:global step 1685: loss = 13.7283 (0.057 sec/step)
INFO:tensorflow:global step 1686: loss = 11.2106 (0.060 sec/step)
INFO:tensorflow:global step 1686: loss = 11.2106 (0.060 sec/step)
INFO:tensorflow:global step 1687: loss = 12.5019 (0.058 sec/step)
INFO:tensorflow:global step 1687: loss = 12.5019 (0.058 sec/step)
INFO:tensorflow:global step 1688: loss = 13.4162 (0.057 sec/step)
INFO:tensorflow:global step 1688: loss = 13.4162 (0.057 sec/step)
INFO:tensorflow:global step 1689: loss = 16.5301 (0.064 sec/step)
INFO:tensorflow:global step 1689: loss = 16.5301 (0.064 sec/step)
INFO:tensorflow:global step 1690: loss = 10.9699 (0.062 sec/step)
INFO:tensorflow:global step 1690: loss = 10.9699 (0.062 sec/step)
INFO:tensorflow:global step 1691: loss = 15.9414 (0.062 sec/step)
INFO:tensorflow:global step 1691: loss = 15.9414 (0.062 sec/step)
INFO:tensorflow:global step 1692: loss = 12.9672 (0.056 sec/step)
INFO:tensorflow:global step 1692: loss = 12.9672 (0.056 sec/step)
INFO:tensorflow:global step 1693: loss = 12.5189 (0.055 sec/step)
INFO:tensorflow:global step 1693: loss = 12.5189 (0.055 sec/step)
INFO:tensorflow:global step 1694: loss = 11.7475 (0.057 sec/step)
INFO:tensorflow:global step 1694: loss = 11.7475 (0.057 sec/step)
INFO:tensorflow:global step 1695: loss = 10.2158 (0.058 sec/step)
INFO:tensorflow:global step 1695: loss = 10.2158 (0.058 sec/step)
INFO:tensorflow:global step 1696: loss = 18.3412 (0.058 sec/step)
INFO:tensorflow:global step 1696: loss = 18.3412 (0.058 sec/step)
INFO:tensorflow:global step 1697: loss = 13.1335 (0.057 sec/step)
INFO:tensorflow:global step 1697: loss = 13.1335 (0.057 sec/step)
INFO:tensorflow:global step 1698: loss = 22.8932 (0.060 sec/step)
INFO:tensorflow:global step 1698: loss = 22.8932 (0.060 sec/step)
INFO:tensorflow:global step 1699: loss = 10.3039 (0.057 sec/step)
INFO:tensorflow:global step 1699: loss = 10.3039 (0.057 sec/step)
INFO:tensorflow:global step 1700: loss = 11.8832 (0.056 sec/step)
INFO:tensorflow:global step 1700: loss = 11.8832 (0.056 sec/step)
INFO:tensorflow:global step 1701: loss = 11.7680 (0.052 sec/step)
INFO:tensorflow:global step 1701: loss = 11.7680 (0.052 sec/step)
INFO:tensorflow:global step 1702: loss = 13.5380 (0.056 sec/step)
INFO:tensorflow:global step 1702: loss = 13.5380 (0.056 sec/step)
INFO:tensorflow:global step 1703: loss = 15.3070 (0.058 sec/step)
INFO:tensorflow:global step 1703: loss = 15.3070 (0.058 sec/step)
INFO:tensorflow:global step 1704: loss = 13.9188 (0.058 sec/step)
INFO:tensorflow:global step 1704: loss = 13.9188 (0.058 sec/step)
INFO:tensorflow:global step 1705: loss = 14.5148 (0.056 sec/step)
INFO:tensorflow:global step 1705: loss = 14.5148 (0.056 sec/step)
INFO:tensorflow:global step 1706: loss = 12.2680 (0.056 sec/step)
INFO:tensorflow:global step 1706: loss = 12.2680 (0.056 sec/step)
INFO:tensorflow:global step 1707: loss = 20.8852 (0.058 sec/step)
INFO:tensorflow:global step 1707: loss = 20.8852 (0.058 sec/step)
INFO:tensorflow:global step 1708: loss = 13.1898 (0.054 sec/step)
INFO:tensorflow:global step 1708: loss = 13.1898 (0.054 sec/step)
INFO:tensorflow:global step 1709: loss = 16.3741 (0.054 sec/step)
INFO:tensorflow:global step 1709: loss = 16.3741 (0.054 sec/step)
INFO:tensorflow:global step 1710: loss = 11.9330 (0.054 sec/step)
INFO:tensorflow:global step 1710: loss = 11.9330 (0.054 sec/step)
INFO:tensorflow:global step 1711: loss = 11.1055 (0.058 sec/step)
INFO:tensorflow:global step 1711: loss = 11.1055 (0.058 sec/step)
INFO:tensorflow:global step 1712: loss = 12.2576 (0.056 sec/step)
INFO:tensorflow:global step 1712: loss = 12.2576 (0.056 sec/step)
INFO:tensorflow:global step 1713: loss = 14.6556 (0.057 sec/step)
INFO:tensorflow:global step 1713: loss = 14.6556 (0.057 sec/step)
INFO:tensorflow:global step 1714: loss = 14.5049 (0.055 sec/step)
INFO:tensorflow:global step 1714: loss = 14.5049 (0.055 sec/step)
INFO:tensorflow:global step 1715: loss = 12.5175 (0.057 sec/step)
INFO:tensorflow:global step 1715: loss = 12.5175 (0.057 sec/step)
INFO:tensorflow:global step 1716: loss = 12.6063 (0.057 sec/step)
INFO:tensorflow:global step 1716: loss = 12.6063 (0.057 sec/step)
INFO:tensorflow:global step 1717: loss = 10.5373 (0.058 sec/step)
INFO:tensorflow:global step 1717: loss = 10.5373 (0.058 sec/step)
INFO:tensorflow:global step 1718: loss = 10.3731 (0.060 sec/step)
INFO:tensorflow:global step 1718: loss = 10.3731 (0.060 sec/step)
INFO:tensorflow:global step 1719: loss = 10.8359 (0.055 sec/step)
INFO:tensorflow:global step 1719: loss = 10.8359 (0.055 sec/step)
INFO:tensorflow:global step 1720: loss = 10.8391 (0.057 sec/step)
INFO:tensorflow:global step 1720: loss = 10.8391 (0.057 sec/step)
INFO:tensorflow:global step 1721: loss = 12.8674 (0.056 sec/step)
INFO:tensorflow:global step 1721: loss = 12.8674 (0.056 sec/step)
INFO:tensorflow:global step 1722: loss = 20.6439 (0.057 sec/step)
INFO:tensorflow:global step 1722: loss = 20.6439 (0.057 sec/step)
INFO:tensorflow:global step 1723: loss = 17.9343 (0.054 sec/step)
INFO:tensorflow:global step 1723: loss = 17.9343 (0.054 sec/step)
INFO:tensorflow:global step 1724: loss = 15.4022 (0.060 sec/step)
INFO:tensorflow:global step 1724: loss = 15.4022 (0.060 sec/step)
INFO:tensorflow:global step 1725: loss = 11.6285 (0.055 sec/step)
INFO:tensorflow:global step 1725: loss = 11.6285 (0.055 sec/step)
INFO:tensorflow:global step 1726: loss = 12.5865 (0.059 sec/step)
INFO:tensorflow:global step 1726: loss = 12.5865 (0.059 sec/step)
INFO:tensorflow:global step 1727: loss = 10.2161 (0.058 sec/step)
INFO:tensorflow:global step 1727: loss = 10.2161 (0.058 sec/step)
INFO:tensorflow:global step 1728: loss = 12.2326 (0.060 sec/step)
INFO:tensorflow:global step 1728: loss = 12.2326 (0.060 sec/step)
INFO:tensorflow:global step 1729: loss = 16.6384 (0.057 sec/step)
INFO:tensorflow:global step 1729: loss = 16.6384 (0.057 sec/step)
INFO:tensorflow:global step 1730: loss = 19.4900 (0.059 sec/step)
INFO:tensorflow:global step 1730: loss = 19.4900 (0.059 sec/step)
INFO:tensorflow:global step 1731: loss = 18.3245 (0.054 sec/step)
INFO:tensorflow:global step 1731: loss = 18.3245 (0.054 sec/step)
INFO:tensorflow:global step 1732: loss = 12.1035 (0.059 sec/step)
INFO:tensorflow:global step 1732: loss = 12.1035 (0.059 sec/step)
INFO:tensorflow:global step 1733: loss = 12.5687 (0.056 sec/step)
INFO:tensorflow:global step 1733: loss = 12.5687 (0.056 sec/step)
INFO:tensorflow:global step 1734: loss = 13.5166 (0.055 sec/step)
INFO:tensorflow:global step 1734: loss = 13.5166 (0.055 sec/step)
INFO:tensorflow:global step 1735: loss = 12.3164 (0.058 sec/step)
INFO:tensorflow:global step 1735: loss = 12.3164 (0.058 sec/step)
INFO:tensorflow:global step 1736: loss = 13.4516 (0.055 sec/step)
INFO:tensorflow:global step 1736: loss = 13.4516 (0.055 sec/step)
INFO:tensorflow:global step 1737: loss = 9.1286 (0.055 sec/step)
INFO:tensorflow:global step 1737: loss = 9.1286 (0.055 sec/step)
INFO:tensorflow:global step 1738: loss = 12.7634 (0.061 sec/step)
INFO:tensorflow:global step 1738: loss = 12.7634 (0.061 sec/step)
INFO:tensorflow:global step 1739: loss = 14.6140 (0.060 sec/step)
INFO:tensorflow:global step 1739: loss = 14.6140 (0.060 sec/step)
INFO:tensorflow:global step 1740: loss = 11.8668 (0.055 sec/step)
INFO:tensorflow:global step 1740: loss = 11.8668 (0.055 sec/step)
INFO:tensorflow:global step 1741: loss = 13.0280 (0.057 sec/step)
INFO:tensorflow:global step 1741: loss = 13.0280 (0.057 sec/step)
INFO:tensorflow:global step 1742: loss = 15.2670 (0.055 sec/step)
INFO:tensorflow:global step 1742: loss = 15.2670 (0.055 sec/step)
INFO:tensorflow:global step 1743: loss = 1.4099 (0.053 sec/step)
INFO:tensorflow:global step 1743: loss = 1.4099 (0.053 sec/step)
INFO:tensorflow:global step 1744: loss = 16.7108 (0.055 sec/step)
INFO:tensorflow:global step 1744: loss = 16.7108 (0.055 sec/step)
INFO:tensorflow:global step 1745: loss = 14.7173 (0.056 sec/step)
INFO:tensorflow:global step 1745: loss = 14.7173 (0.056 sec/step)
INFO:tensorflow:global step 1746: loss = 11.2915 (0.057 sec/step)
INFO:tensorflow:global step 1746: loss = 11.2915 (0.057 sec/step)
INFO:tensorflow:global step 1747: loss = 13.0535 (0.052 sec/step)
INFO:tensorflow:global step 1747: loss = 13.0535 (0.052 sec/step)
INFO:tensorflow:global step 1748: loss = 11.9814 (0.056 sec/step)
INFO:tensorflow:global step 1748: loss = 11.9814 (0.056 sec/step)
INFO:tensorflow:global step 1749: loss = 16.9616 (0.059 sec/step)
INFO:tensorflow:global step 1749: loss = 16.9616 (0.059 sec/step)
INFO:tensorflow:global step 1750: loss = 14.1836 (0.060 sec/step)
INFO:tensorflow:global step 1750: loss = 14.1836 (0.060 sec/step)
INFO:tensorflow:global step 1751: loss = 11.3320 (0.056 sec/step)
INFO:tensorflow:global step 1751: loss = 11.3320 (0.056 sec/step)
INFO:tensorflow:global step 1752: loss = 10.8503 (0.061 sec/step)
INFO:tensorflow:global step 1752: loss = 10.8503 (0.061 sec/step)
INFO:tensorflow:global step 1753: loss = 1.4099 (0.057 sec/step)
INFO:tensorflow:global step 1753: loss = 1.4099 (0.057 sec/step)
INFO:tensorflow:global step 1754: loss = 10.6998 (0.057 sec/step)
INFO:tensorflow:global step 1754: loss = 10.6998 (0.057 sec/step)
INFO:tensorflow:global step 1755: loss = 10.4637 (0.059 sec/step)
INFO:tensorflow:global step 1755: loss = 10.4637 (0.059 sec/step)
INFO:tensorflow:global step 1756: loss = 15.6411 (0.058 sec/step)
INFO:tensorflow:global step 1756: loss = 15.6411 (0.058 sec/step)
INFO:tensorflow:global step 1757: loss = 16.5850 (0.058 sec/step)
INFO:tensorflow:global step 1757: loss = 16.5850 (0.058 sec/step)
INFO:tensorflow:global step 1758: loss = 15.7735 (0.058 sec/step)
INFO:tensorflow:global step 1758: loss = 15.7735 (0.058 sec/step)
INFO:tensorflow:global step 1759: loss = 17.1156 (0.058 sec/step)
INFO:tensorflow:global step 1759: loss = 17.1156 (0.058 sec/step)
INFO:tensorflow:global step 1760: loss = 12.4508 (0.053 sec/step)
INFO:tensorflow:global step 1760: loss = 12.4508 (0.053 sec/step)
INFO:tensorflow:global step 1761: loss = 15.4806 (0.053 sec/step)
INFO:tensorflow:global step 1761: loss = 15.4806 (0.053 sec/step)
INFO:tensorflow:global step 1762: loss = 16.3981 (0.058 sec/step)
INFO:tensorflow:global step 1762: loss = 16.3981 (0.058 sec/step)
INFO:tensorflow:global step 1763: loss = 14.8042 (0.054 sec/step)
INFO:tensorflow:global step 1763: loss = 14.8042 (0.054 sec/step)
INFO:tensorflow:global step 1764: loss = 16.0790 (0.056 sec/step)
INFO:tensorflow:global step 1764: loss = 16.0790 (0.056 sec/step)
INFO:tensorflow:global step 1765: loss = 12.9613 (0.059 sec/step)
INFO:tensorflow:global step 1765: loss = 12.9613 (0.059 sec/step)
INFO:tensorflow:global step 1766: loss = 13.1494 (0.058 sec/step)
INFO:tensorflow:global step 1766: loss = 13.1494 (0.058 sec/step)
INFO:tensorflow:global step 1767: loss = 12.1312 (0.058 sec/step)
INFO:tensorflow:global step 1767: loss = 12.1312 (0.058 sec/step)
INFO:tensorflow:global step 1768: loss = 11.3608 (0.054 sec/step)
INFO:tensorflow:global step 1768: loss = 11.3608 (0.054 sec/step)
INFO:tensorflow:global step 1769: loss = 10.8506 (0.065 sec/step)
INFO:tensorflow:global step 1769: loss = 10.8506 (0.065 sec/step)
INFO:tensorflow:global step 1770: loss = 9.8138 (0.055 sec/step)
INFO:tensorflow:global step 1770: loss = 9.8138 (0.055 sec/step)
INFO:tensorflow:global step 1771: loss = 19.6995 (0.060 sec/step)
INFO:tensorflow:global step 1771: loss = 19.6995 (0.060 sec/step)
INFO:tensorflow:global step 1772: loss = 12.6770 (0.055 sec/step)
INFO:tensorflow:global step 1772: loss = 12.6770 (0.055 sec/step)
INFO:tensorflow:global step 1773: loss = 11.2609 (0.055 sec/step)
INFO:tensorflow:global step 1773: loss = 11.2609 (0.055 sec/step)
INFO:tensorflow:global step 1774: loss = 12.1868 (0.057 sec/step)
INFO:tensorflow:global step 1774: loss = 12.1868 (0.057 sec/step)
INFO:tensorflow:global step 1775: loss = 10.9316 (0.058 sec/step)
INFO:tensorflow:global step 1775: loss = 10.9316 (0.058 sec/step)
INFO:tensorflow:global step 1776: loss = 12.5074 (0.055 sec/step)
INFO:tensorflow:global step 1776: loss = 12.5074 (0.055 sec/step)
INFO:tensorflow:global step 1777: loss = 11.6690 (0.056 sec/step)
INFO:tensorflow:global step 1777: loss = 11.6690 (0.056 sec/step)
INFO:tensorflow:global step 1778: loss = 10.2016 (0.053 sec/step)
INFO:tensorflow:global step 1778: loss = 10.2016 (0.053 sec/step)
INFO:tensorflow:global step 1779: loss = 14.9592 (0.054 sec/step)
INFO:tensorflow:global step 1779: loss = 14.9592 (0.054 sec/step)
INFO:tensorflow:global step 1780: loss = 1.4098 (0.054 sec/step)
INFO:tensorflow:global step 1780: loss = 1.4098 (0.054 sec/step)
INFO:tensorflow:global step 1781: loss = 11.4023 (0.051 sec/step)
INFO:tensorflow:global step 1781: loss = 11.4023 (0.051 sec/step)
INFO:tensorflow:global step 1782: loss = 11.2910 (0.055 sec/step)
INFO:tensorflow:global step 1782: loss = 11.2910 (0.055 sec/step)
INFO:tensorflow:global step 1783: loss = 15.8926 (0.059 sec/step)
INFO:tensorflow:global step 1783: loss = 15.8926 (0.059 sec/step)
INFO:tensorflow:global step 1784: loss = 10.7582 (0.055 sec/step)
INFO:tensorflow:global step 1784: loss = 10.7582 (0.055 sec/step)
INFO:tensorflow:global step 1785: loss = 19.2306 (0.059 sec/step)
INFO:tensorflow:global step 1785: loss = 19.2306 (0.059 sec/step)
INFO:tensorflow:global step 1786: loss = 11.3345 (0.058 sec/step)
INFO:tensorflow:global step 1786: loss = 11.3345 (0.058 sec/step)
INFO:tensorflow:global step 1787: loss = 9.7074 (0.057 sec/step)
INFO:tensorflow:global step 1787: loss = 9.7074 (0.057 sec/step)
INFO:tensorflow:global step 1788: loss = 12.5124 (0.061 sec/step)
INFO:tensorflow:global step 1788: loss = 12.5124 (0.061 sec/step)
INFO:tensorflow:global step 1789: loss = 10.0334 (0.056 sec/step)
INFO:tensorflow:global step 1789: loss = 10.0334 (0.056 sec/step)
INFO:tensorflow:global step 1790: loss = 15.8845 (0.058 sec/step)
INFO:tensorflow:global step 1790: loss = 15.8845 (0.058 sec/step)
INFO:tensorflow:global step 1791: loss = 11.8556 (0.058 sec/step)
INFO:tensorflow:global step 1791: loss = 11.8556 (0.058 sec/step)
INFO:tensorflow:global step 1792: loss = 1.4097 (0.058 sec/step)
INFO:tensorflow:global step 1792: loss = 1.4097 (0.058 sec/step)
INFO:tensorflow:global step 1793: loss = 13.0441 (0.056 sec/step)
INFO:tensorflow:global step 1793: loss = 13.0441 (0.056 sec/step)
INFO:tensorflow:global step 1794: loss = 18.0981 (0.055 sec/step)
INFO:tensorflow:global step 1794: loss = 18.0981 (0.055 sec/step)
INFO:tensorflow:global step 1795: loss = 10.0013 (0.055 sec/step)
INFO:tensorflow:global step 1795: loss = 10.0013 (0.055 sec/step)
INFO:tensorflow:global step 1796: loss = 16.4898 (0.071 sec/step)
INFO:tensorflow:global step 1796: loss = 16.4898 (0.071 sec/step)
INFO:tensorflow:global step 1797: loss = 14.8632 (0.058 sec/step)
INFO:tensorflow:global step 1797: loss = 14.8632 (0.058 sec/step)
INFO:tensorflow:global step 1798: loss = 12.9986 (0.055 sec/step)
INFO:tensorflow:global step 1798: loss = 12.9986 (0.055 sec/step)
INFO:tensorflow:global step 1799: loss = 12.4359 (0.056 sec/step)
INFO:tensorflow:global step 1799: loss = 12.4359 (0.056 sec/step)
INFO:tensorflow:global step 1800: loss = 10.8077 (0.056 sec/step)
INFO:tensorflow:global step 1800: loss = 10.8077 (0.056 sec/step)
INFO:tensorflow:global step 1801: loss = 12.3794 (0.056 sec/step)
INFO:tensorflow:global step 1801: loss = 12.3794 (0.056 sec/step)
INFO:tensorflow:global step 1802: loss = 11.4056 (0.060 sec/step)
INFO:tensorflow:global step 1802: loss = 11.4056 (0.060 sec/step)
INFO:tensorflow:global step 1803: loss = 10.2592 (0.056 sec/step)
INFO:tensorflow:global step 1803: loss = 10.2592 (0.056 sec/step)
INFO:tensorflow:global step 1804: loss = 13.3183 (0.058 sec/step)
INFO:tensorflow:global step 1804: loss = 13.3183 (0.058 sec/step)
INFO:tensorflow:global step 1805: loss = 16.1091 (0.055 sec/step)
INFO:tensorflow:global step 1805: loss = 16.1091 (0.055 sec/step)
INFO:tensorflow:global step 1806: loss = 12.9447 (0.059 sec/step)
INFO:tensorflow:global step 1806: loss = 12.9447 (0.059 sec/step)
INFO:tensorflow:global step 1807: loss = 9.4757 (0.053 sec/step)
INFO:tensorflow:global step 1807: loss = 9.4757 (0.053 sec/step)
INFO:tensorflow:global step 1808: loss = 14.4606 (0.056 sec/step)
INFO:tensorflow:global step 1808: loss = 14.4606 (0.056 sec/step)
INFO:tensorflow:global step 1809: loss = 12.0261 (0.057 sec/step)
INFO:tensorflow:global step 1809: loss = 12.0261 (0.057 sec/step)
INFO:tensorflow:global step 1810: loss = 14.3625 (0.064 sec/step)
INFO:tensorflow:global step 1810: loss = 14.3625 (0.064 sec/step)
INFO:tensorflow:global step 1811: loss = 10.5029 (0.059 sec/step)
INFO:tensorflow:global step 1811: loss = 10.5029 (0.059 sec/step)
INFO:tensorflow:global step 1812: loss = 13.8805 (0.058 sec/step)
INFO:tensorflow:global step 1812: loss = 13.8805 (0.058 sec/step)
INFO:tensorflow:global step 1813: loss = 11.4004 (0.057 sec/step)
INFO:tensorflow:global step 1813: loss = 11.4004 (0.057 sec/step)
INFO:tensorflow:global step 1814: loss = 12.8986 (0.053 sec/step)
INFO:tensorflow:global step 1814: loss = 12.8986 (0.053 sec/step)
INFO:tensorflow:global step 1815: loss = 14.5125 (0.060 sec/step)
INFO:tensorflow:global step 1815: loss = 14.5125 (0.060 sec/step)
INFO:tensorflow:global step 1816: loss = 13.5544 (0.057 sec/step)
INFO:tensorflow:global step 1816: loss = 13.5544 (0.057 sec/step)
INFO:tensorflow:global step 1817: loss = 12.3583 (0.061 sec/step)
INFO:tensorflow:global step 1817: loss = 12.3583 (0.061 sec/step)
INFO:tensorflow:global step 1818: loss = 10.1894 (0.056 sec/step)
INFO:tensorflow:global step 1818: loss = 10.1894 (0.056 sec/step)
INFO:tensorflow:global step 1819: loss = 16.0757 (0.058 sec/step)
INFO:tensorflow:global step 1819: loss = 16.0757 (0.058 sec/step)
INFO:tensorflow:global step 1820: loss = 10.1104 (0.057 sec/step)
INFO:tensorflow:global step 1820: loss = 10.1104 (0.057 sec/step)
INFO:tensorflow:global step 1821: loss = 15.6658 (0.057 sec/step)
INFO:tensorflow:global step 1821: loss = 15.6658 (0.057 sec/step)
INFO:tensorflow:global step 1822: loss = 12.5921 (0.054 sec/step)
INFO:tensorflow:global step 1822: loss = 12.5921 (0.054 sec/step)
INFO:tensorflow:global step 1823: loss = 13.4707 (0.054 sec/step)
INFO:tensorflow:global step 1823: loss = 13.4707 (0.054 sec/step)
INFO:tensorflow:global step 1824: loss = 13.5704 (0.053 sec/step)
INFO:tensorflow:global step 1824: loss = 13.5704 (0.053 sec/step)
INFO:tensorflow:global step 1825: loss = 12.7584 (0.055 sec/step)
INFO:tensorflow:global step 1825: loss = 12.7584 (0.055 sec/step)
INFO:tensorflow:global step 1826: loss = 10.9762 (0.055 sec/step)
INFO:tensorflow:global step 1826: loss = 10.9762 (0.055 sec/step)
INFO:tensorflow:global step 1827: loss = 12.3112 (0.063 sec/step)
INFO:tensorflow:global step 1827: loss = 12.3112 (0.063 sec/step)
INFO:tensorflow:global step 1828: loss = 12.9110 (0.055 sec/step)
INFO:tensorflow:global step 1828: loss = 12.9110 (0.055 sec/step)
INFO:tensorflow:global step 1829: loss = 12.7862 (0.064 sec/step)
INFO:tensorflow:global step 1829: loss = 12.7862 (0.064 sec/step)
INFO:tensorflow:global step 1830: loss = 17.8393 (0.056 sec/step)
INFO:tensorflow:global step 1830: loss = 17.8393 (0.056 sec/step)
INFO:tensorflow:global step 1831: loss = 9.0771 (0.055 sec/step)
INFO:tensorflow:global step 1831: loss = 9.0771 (0.055 sec/step)
INFO:tensorflow:global step 1832: loss = 14.7890 (0.063 sec/step)
INFO:tensorflow:global step 1832: loss = 14.7890 (0.063 sec/step)
INFO:tensorflow:global step 1833: loss = 11.3102 (0.057 sec/step)
INFO:tensorflow:global step 1833: loss = 11.3102 (0.057 sec/step)
INFO:tensorflow:global step 1834: loss = 1.4096 (0.058 sec/step)
INFO:tensorflow:global step 1834: loss = 1.4096 (0.058 sec/step)
INFO:tensorflow:global step 1835: loss = 15.7167 (0.057 sec/step)
INFO:tensorflow:global step 1835: loss = 15.7167 (0.057 sec/step)
INFO:tensorflow:global step 1836: loss = 11.1777 (0.056 sec/step)
INFO:tensorflow:global step 1836: loss = 11.1777 (0.056 sec/step)
INFO:tensorflow:global step 1837: loss = 9.9646 (0.062 sec/step)
INFO:tensorflow:global step 1837: loss = 9.9646 (0.062 sec/step)
INFO:tensorflow:global step 1838: loss = 9.9133 (0.054 sec/step)
INFO:tensorflow:global step 1838: loss = 9.9133 (0.054 sec/step)
INFO:tensorflow:global step 1839: loss = 11.1989 (0.056 sec/step)
INFO:tensorflow:global step 1839: loss = 11.1989 (0.056 sec/step)
INFO:tensorflow:global step 1840: loss = 9.0315 (0.059 sec/step)
INFO:tensorflow:global step 1840: loss = 9.0315 (0.059 sec/step)
INFO:tensorflow:global step 1841: loss = 11.3250 (0.054 sec/step)
INFO:tensorflow:global step 1841: loss = 11.3250 (0.054 sec/step)
INFO:tensorflow:global step 1842: loss = 12.0518 (0.056 sec/step)
INFO:tensorflow:global step 1842: loss = 12.0518 (0.056 sec/step)
INFO:tensorflow:global step 1843: loss = 17.4315 (0.058 sec/step)
INFO:tensorflow:global step 1843: loss = 17.4315 (0.058 sec/step)
INFO:tensorflow:global step 1844: loss = 10.5887 (0.066 sec/step)
INFO:tensorflow:global step 1844: loss = 10.5887 (0.066 sec/step)
INFO:tensorflow:global step 1845: loss = 15.3768 (0.056 sec/step)
INFO:tensorflow:global step 1845: loss = 15.3768 (0.056 sec/step)
INFO:tensorflow:global step 1846: loss = 15.5537 (0.061 sec/step)
INFO:tensorflow:global step 1846: loss = 15.5537 (0.061 sec/step)
INFO:tensorflow:global step 1847: loss = 11.5956 (0.057 sec/step)
INFO:tensorflow:global step 1847: loss = 11.5956 (0.057 sec/step)
INFO:tensorflow:global step 1848: loss = 13.3475 (0.059 sec/step)
INFO:tensorflow:global step 1848: loss = 13.3475 (0.059 sec/step)
INFO:tensorflow:global step 1849: loss = 15.6468 (0.057 sec/step)
INFO:tensorflow:global step 1849: loss = 15.6468 (0.057 sec/step)
INFO:tensorflow:global step 1850: loss = 11.6068 (0.055 sec/step)
INFO:tensorflow:global step 1850: loss = 11.6068 (0.055 sec/step)
Corrupt JPEG data: 240 extraneous bytes before marker 0xd9
INFO:tensorflow:global step 1851: loss = 12.7796 (0.056 sec/step)
INFO:tensorflow:global step 1851: loss = 12.7796 (0.056 sec/step)
INFO:tensorflow:global step 1852: loss = 16.1209 (0.054 sec/step)
INFO:tensorflow:global step 1852: loss = 16.1209 (0.054 sec/step)
INFO:tensorflow:global step 1853: loss = 12.1827 (0.055 sec/step)
INFO:tensorflow:global step 1853: loss = 12.1827 (0.055 sec/step)
INFO:tensorflow:global step 1854: loss = 10.7950 (0.061 sec/step)
INFO:tensorflow:global step 1854: loss = 10.7950 (0.061 sec/step)
INFO:tensorflow:global step 1855: loss = 18.1324 (0.053 sec/step)
INFO:tensorflow:global step 1855: loss = 18.1324 (0.053 sec/step)
INFO:tensorflow:global step 1856: loss = 14.4099 (0.058 sec/step)
INFO:tensorflow:global step 1856: loss = 14.4099 (0.058 sec/step)
INFO:tensorflow:global step 1857: loss = 12.1067 (0.053 sec/step)
INFO:tensorflow:global step 1857: loss = 12.1067 (0.053 sec/step)
INFO:tensorflow:global step 1858: loss = 16.1238 (0.056 sec/step)
INFO:tensorflow:global step 1858: loss = 16.1238 (0.056 sec/step)
INFO:tensorflow:global step 1859: loss = 12.1681 (0.057 sec/step)
INFO:tensorflow:global step 1859: loss = 12.1681 (0.057 sec/step)
INFO:tensorflow:global step 1860: loss = 15.0960 (0.061 sec/step)
INFO:tensorflow:global step 1860: loss = 15.0960 (0.061 sec/step)
INFO:tensorflow:global step 1861: loss = 15.4566 (0.056 sec/step)
INFO:tensorflow:global step 1861: loss = 15.4566 (0.056 sec/step)
INFO:tensorflow:global step 1862: loss = 12.3146 (0.054 sec/step)
INFO:tensorflow:global step 1862: loss = 12.3146 (0.054 sec/step)
INFO:tensorflow:global step 1863: loss = 11.0804 (0.067 sec/step)
INFO:tensorflow:global step 1863: loss = 11.0804 (0.067 sec/step)
INFO:tensorflow:global step 1864: loss = 12.7195 (0.057 sec/step)
INFO:tensorflow:global step 1864: loss = 12.7195 (0.057 sec/step)
INFO:tensorflow:global step 1865: loss = 11.3409 (0.052 sec/step)
INFO:tensorflow:global step 1865: loss = 11.3409 (0.052 sec/step)
INFO:tensorflow:global step 1866: loss = 15.1978 (0.057 sec/step)
INFO:tensorflow:global step 1866: loss = 15.1978 (0.057 sec/step)
INFO:tensorflow:global step 1867: loss = 11.7641 (0.051 sec/step)
INFO:tensorflow:global step 1867: loss = 11.7641 (0.051 sec/step)
INFO:tensorflow:global step 1868: loss = 11.4820 (0.056 sec/step)
INFO:tensorflow:global step 1868: loss = 11.4820 (0.056 sec/step)
INFO:tensorflow:global step 1869: loss = 9.8736 (0.052 sec/step)
INFO:tensorflow:global step 1869: loss = 9.8736 (0.052 sec/step)
INFO:tensorflow:global step 1870: loss = 13.5809 (0.055 sec/step)
INFO:tensorflow:global step 1870: loss = 13.5809 (0.055 sec/step)
INFO:tensorflow:global step 1871: loss = 15.2734 (0.056 sec/step)
INFO:tensorflow:global step 1871: loss = 15.2734 (0.056 sec/step)
INFO:tensorflow:global step 1872: loss = 11.2173 (0.055 sec/step)
INFO:tensorflow:global step 1872: loss = 11.2173 (0.055 sec/step)
INFO:tensorflow:global step 1873: loss = 11.5134 (0.057 sec/step)
INFO:tensorflow:global step 1873: loss = 11.5134 (0.057 sec/step)
INFO:tensorflow:global step 1874: loss = 11.3511 (0.060 sec/step)
INFO:tensorflow:global step 1874: loss = 11.3511 (0.060 sec/step)
INFO:tensorflow:global step 1875: loss = 11.5457 (0.053 sec/step)
INFO:tensorflow:global step 1875: loss = 11.5457 (0.053 sec/step)
INFO:tensorflow:global step 1876: loss = 11.5498 (0.057 sec/step)
INFO:tensorflow:global step 1876: loss = 11.5498 (0.057 sec/step)
INFO:tensorflow:global step 1877: loss = 18.9628 (0.054 sec/step)
INFO:tensorflow:global step 1877: loss = 18.9628 (0.054 sec/step)
INFO:tensorflow:global step 1878: loss = 32.1737 (0.057 sec/step)
INFO:tensorflow:global step 1878: loss = 32.1737 (0.057 sec/step)
INFO:tensorflow:global step 1879: loss = 12.7948 (0.060 sec/step)
INFO:tensorflow:global step 1879: loss = 12.7948 (0.060 sec/step)
INFO:tensorflow:global step 1880: loss = 9.7451 (0.064 sec/step)
INFO:tensorflow:global step 1880: loss = 9.7451 (0.064 sec/step)
INFO:tensorflow:global step 1881: loss = 14.3703 (0.055 sec/step)
INFO:tensorflow:global step 1881: loss = 14.3703 (0.055 sec/step)
INFO:tensorflow:global step 1882: loss = 11.8140 (0.060 sec/step)
INFO:tensorflow:global step 1882: loss = 11.8140 (0.060 sec/step)
INFO:tensorflow:global step 1883: loss = 11.1476 (0.058 sec/step)
INFO:tensorflow:global step 1883: loss = 11.1476 (0.058 sec/step)
INFO:tensorflow:global step 1884: loss = 11.0093 (0.057 sec/step)
INFO:tensorflow:global step 1884: loss = 11.0093 (0.057 sec/step)
INFO:tensorflow:global step 1885: loss = 10.6373 (0.055 sec/step)
INFO:tensorflow:global step 1885: loss = 10.6373 (0.055 sec/step)
INFO:tensorflow:global step 1886: loss = 8.8625 (0.055 sec/step)
INFO:tensorflow:global step 1886: loss = 8.8625 (0.055 sec/step)
INFO:tensorflow:global step 1887: loss = 14.4192 (0.054 sec/step)
INFO:tensorflow:global step 1887: loss = 14.4192 (0.054 sec/step)
INFO:tensorflow:global step 1888: loss = 16.5708 (0.059 sec/step)
INFO:tensorflow:global step 1888: loss = 16.5708 (0.059 sec/step)
INFO:tensorflow:global step 1889: loss = 10.1008 (0.054 sec/step)
INFO:tensorflow:global step 1889: loss = 10.1008 (0.054 sec/step)
INFO:tensorflow:global step 1890: loss = 12.2697 (0.059 sec/step)
INFO:tensorflow:global step 1890: loss = 12.2697 (0.059 sec/step)
INFO:tensorflow:global step 1891: loss = 9.9519 (0.054 sec/step)
INFO:tensorflow:global step 1891: loss = 9.9519 (0.054 sec/step)
INFO:tensorflow:global step 1892: loss = 9.8879 (0.057 sec/step)
INFO:tensorflow:global step 1892: loss = 9.8879 (0.057 sec/step)
INFO:tensorflow:global step 1893: loss = 14.4222 (0.056 sec/step)
INFO:tensorflow:global step 1893: loss = 14.4222 (0.056 sec/step)
INFO:tensorflow:global step 1894: loss = 13.9373 (0.058 sec/step)
INFO:tensorflow:global step 1894: loss = 13.9373 (0.058 sec/step)
INFO:tensorflow:global step 1895: loss = 11.9357 (0.059 sec/step)
INFO:tensorflow:global step 1895: loss = 11.9357 (0.059 sec/step)
INFO:tensorflow:global step 1896: loss = 12.8364 (0.058 sec/step)
INFO:tensorflow:global step 1896: loss = 12.8364 (0.058 sec/step)
INFO:tensorflow:global step 1897: loss = 9.7209 (0.055 sec/step)
INFO:tensorflow:global step 1897: loss = 9.7209 (0.055 sec/step)
INFO:tensorflow:global step 1898: loss = 10.7551 (0.061 sec/step)
INFO:tensorflow:global step 1898: loss = 10.7551 (0.061 sec/step)
INFO:tensorflow:global step 1899: loss = 18.7192 (0.059 sec/step)
INFO:tensorflow:global step 1899: loss = 18.7192 (0.059 sec/step)
INFO:tensorflow:global step 1900: loss = 12.2858 (0.057 sec/step)
INFO:tensorflow:global step 1900: loss = 12.2858 (0.057 sec/step)
INFO:tensorflow:global step 1901: loss = 13.9822 (0.058 sec/step)
INFO:tensorflow:global step 1901: loss = 13.9822 (0.058 sec/step)
INFO:tensorflow:global step 1902: loss = 11.9962 (0.059 sec/step)
INFO:tensorflow:global step 1902: loss = 11.9962 (0.059 sec/step)
INFO:tensorflow:global step 1903: loss = 10.4658 (0.056 sec/step)
INFO:tensorflow:global step 1903: loss = 10.4658 (0.056 sec/step)
Corrupt JPEG data: 240 extraneous bytes before marker 0xd9
INFO:tensorflow:global step 1904: loss = 15.3596 (0.054 sec/step)
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INFO:tensorflow:global step 1905: loss = 9.5533 (0.064 sec/step)
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INFO:tensorflow:global step 1906: loss = 22.5359 (0.058 sec/step)
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INFO:tensorflow:global step 1907: loss = 9.9378 (0.060 sec/step)
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INFO:tensorflow:global step 1908: loss = 18.3956 (0.058 sec/step)
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INFO:tensorflow:global step 1909: loss = 14.4258 (0.060 sec/step)
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INFO:tensorflow:global step 1910: loss = 15.3631 (0.058 sec/step)
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INFO:tensorflow:global step 1911: loss = 11.0676 (0.062 sec/step)
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INFO:tensorflow:global step 1912: loss = 15.2221 (0.057 sec/step)
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INFO:tensorflow:global step 1913: loss = 11.7825 (0.060 sec/step)
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INFO:tensorflow:global step 1914: loss = 10.7705 (0.056 sec/step)
INFO:tensorflow:global step 1915: loss = 10.4528 (0.056 sec/step)
INFO:tensorflow:global step 1915: loss = 10.4528 (0.056 sec/step)
INFO:tensorflow:global step 1916: loss = 11.7297 (0.058 sec/step)
INFO:tensorflow:global step 1916: loss = 11.7297 (0.058 sec/step)
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INFO:tensorflow:global step 1917: loss = 15.4888 (0.058 sec/step)
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INFO:tensorflow:global step 1918: loss = 11.9771 (0.058 sec/step)
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INFO:tensorflow:global step 1919: loss = 16.1406 (0.055 sec/step)
INFO:tensorflow:global step 1920: loss = 11.3804 (0.054 sec/step)
INFO:tensorflow:global step 1920: loss = 11.3804 (0.054 sec/step)
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INFO:tensorflow:global step 1921: loss = 15.0661 (0.056 sec/step)
INFO:tensorflow:global step 1922: loss = 16.1137 (0.054 sec/step)
INFO:tensorflow:global step 1922: loss = 16.1137 (0.054 sec/step)
INFO:tensorflow:global step 1923: loss = 11.7820 (0.054 sec/step)
INFO:tensorflow:global step 1923: loss = 11.7820 (0.054 sec/step)
INFO:tensorflow:global step 1924: loss = 11.0587 (0.054 sec/step)
INFO:tensorflow:global step 1924: loss = 11.0587 (0.054 sec/step)
INFO:tensorflow:global step 1925: loss = 15.6400 (0.054 sec/step)
INFO:tensorflow:global step 1925: loss = 15.6400 (0.054 sec/step)
2017-11-10 21:05:37.386454: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.386719: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.386731: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.387423: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.387671: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.387754: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.387804: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.388013: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.388136: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.386945: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.388226: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.388314: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.388353: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.388406: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.388467: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.390043: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.390105: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.390151: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.390308: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.390342: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.390421: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.390448: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.387009: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.387017: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.387047: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.387157: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
2017-11-10 21:05:37.386767: W tensorflow/core/framework/op_kernel.cc:1192] Invalid argument: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummaryT=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"]]
INFO:tensorflow:global step 1926: loss = 11.4997 (0.069 sec/step)
INFO:tensorflow:global step 1926: loss = 11.4997 (0.069 sec/step)
INFO:tensorflow:Error reported to Coordinator: , Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer/_63 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_535_FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

InvalidArgumentError (see above for traceback): Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer/_63 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_535_FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

INFO:tensorflow:Error reported to Coordinator: , Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer/_63 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_535_FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

InvalidArgumentError (see above for traceback): Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer/_63 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_535_FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

INFO:tensorflow:global step 1927: loss = 15.3458 (0.056 sec/step)
INFO:tensorflow:global step 1927: loss = 15.3458 (0.056 sec/step)
INFO:tensorflow:Finished training! Saving model to disk.
INFO:tensorflow:Finished training! Saving model to disk.
Traceback (most recent call last):
File "object_detection/train.py", line 165, in
tf.app.run()
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 48, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "object_detection/train.py", line 161, in main
worker_job_name, is_chief, FLAGS.train_dir)
File "/autohome/user/chihyu/tensorflow/models/research/object_detection/trainer.py", line 332, in train
saver=saver)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/contrib/slim/python/slim/learning.py", line 775, in train
sv.stop(threads, close_summary_writer=True)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/supervisor.py", line 792, in stop
stop_grace_period_secs=self._stop_grace_secs)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/coordinator.py", line 389, in join
six.reraise(*self._exc_info_to_raise)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/coordinator.py", line 296, in stop_on_exception
yield
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/coordinator.py", line 494, in run
self.run_loop()
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/training/supervisor.py", line 994, in run_loop
self._sv.global_step])
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 889, in run
run_metadata_ptr)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1120, in _run
feed_dict_tensor, options, run_metadata)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1317, in _do_run
options, run_metadata)
File "/autohome/user/chihyu/miniconda2/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1336, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.InvalidArgumentError: Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer/_63 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_535_FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

InvalidArgumentError (see above for traceback): Nan in summary histogram for: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1
[[Node: FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1 = HistogramSummary[T=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:CPU:0"](FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance_1/tag, FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_2x2_s2_256/BatchNorm/moving_variance/read)]]
[[Node: FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer/_63 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_535_FeatureExtractor/MobilenetV1/Conv2d_8_depthwise/depthwise_weights/Regularizer/l2_regularizer", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]()]]

Below is my embedded_ssd_mobilenet_v1_pets.config to set up the experiment:
model {
ssd {
num_classes: 37
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: 5
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: 256
width: 256
}
}
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: 'embedded_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 {
anchorwise_output: true
}
}
localization_loss {
weighted_smooth_l1 {
anchorwise_output: true
}
}
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: 1
optimizer {
rms_prop_optimizer: {
learning_rate: {
exponential_decay_learning_rate {
initial_learning_rate: 0.004
decay_steps: 800720
decay_factor: 0.95
}
}
momentum_optimizer_value: 0.9
decay: 0.9
epsilon: 1.0
}
}
fine_tune_checkpoint: "object_detection/mobilenet_v1_1.0_160/mobilenet_v1_1.0_160.ckpt"
from_detection_checkpoint: false
num_steps: 200000
data_augmentation_options {
random_horizontal_flip {
}
}
data_augmentation_options {
ssd_random_crop {
}
}
}

train_input_reader: {
tf_record_input_reader {
input_path: "object_detection/data/pet_train.record"
}
label_map_path: "object_detection/data/pet_label_map.pbtxt"
}

eval_config: {
num_examples: 2000
max_evals: 10
}

eval_input_reader: {
tf_record_input_reader {
input_path: "object_detection/data/pet_val.record"
}
label_map_path: "object_detection/data/pet_label_map.pbtxt"
shuffle: false
num_readers: 1
}

chihyuwang on 10 Nov 2017

Did you manage to freeze this model? I am facing thig problem:

https://github.com/tensorflow/models/issues/2790

mpeniak on 14 Nov 2017

@chihyuwang That is hard to diagnose without a lot of info. You can try simple things like using a smaller learning rate.

tombstone on 18 Nov 2017

@tombstone hi tombstone,do you know how to use the embedded ssd mobilenet in opencv c++ version ,I just met this problem,could you please have a look at this issue:https://github.com/opencv/opencv/issues/10939
Thanks very much.