Requested GPU:0, but only XLA_GPU:0 exsits, tf-gpu1.14.0

System information

OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
TensorFlow installed from (source or binary): binary
TensorFlow version: 1.14.0
Python version: 3.6.8 / 3.7.3
Installed using virtualenv? pip? conda?: pip
CUDA/cuDNN version: 10/7.4
GPU model and memory:

Describe the problem

Installed tensorflow-gpu latest version by performing: pip install --upgrade --force-reinstall tensorflow-gpu
Run tf.device('/gpu:0')

The error seems to say I have 4 gpus, but they don't match GPU, only XLA_GPU. I have no idea why, earlier versions of tensorflow do say I have GPU, but claim other bugs.
Error:

tensorflow.python.framework.errors_impl.InvalidArgumentError: Cannot assign a device for operation pooled_center_map/center_map/AvgPool: {{node pooled_center_map/center_map/AvgPool}}was explicitly assigned to /device:GPU:0 but available devices are [ /job:localhost/replica:0/task:0/device:CPU:0, /job:localhost/replica:0/task:0/device:XLA_CPU:0, /job:localhost/replica:0/task:0/device:XLA_GPU:0, /job:localhost/replica:0/task:0/device:XLA_GPU:1, /job:localhost/replica:0/task:0/device:XLA_GPU:2, /job:localhost/replica:0/task:0/device:XLA_GPU:3 ]. Make sure the device specification refers to a valid device.

Even if I try:
tf.device('/job:localhost/replica:0/task:0/device:XLA_GPU:0')
I get:

tensorflow.python.framework.errors_impl.InvalidArgumentError: Cannot assign a device for operation sub_stages/sub_conv1/weights/Initializer/random_uniform/RandomUniform: Could not satisfy explicit device specification '' because the node {{colocation_node sub_stages/sub_conv1/weights/Initializer/random_uniform/RandomUniform}} was colocated with a group of nodes that required incompatible device '/job:localhost/replica:0/task:0/device:XLA_GPU:0'. All available devices [/job:localhost/replica:0/task:0/device:CPU:0, /job:localhost/replica:0/task:0/device:XLA_GPU:0, /job:localhost/replica:0/task:0/device:XLA_GPU:1, /job:localhost/replica:0/task:0/device:XLA_GPU:2, /job:localhost/replica:0/task:0/device:XLA_GPU:3, /job:localhost/replica:0/task:0/device:XLA_CPU:0].

@AmitMY You could use allow_soft_placement=True as an argument to ConfigProto so that it uses any other existing and supported devices for that operation. Check the following example from TF website.
# Creates a graph.
with tf.device('/device:GPU:2'):
  a = tf.constant([1.0, 2.0, 3.0, 4.0, 5.0, 6.0], shape=[2, 3], name='a')
  b = tf.constant([1.0, 2.0, 3.0, 4.0, 5.0, 6.0], shape=[3, 2], name='b')
  c = tf.matmul(a, b)
# Creates a session with allow_soft_placement and log_device_placement set
# to True.
sess = tf.Session(config=tf.ConfigProto(
      allow_soft_placement=True, log_device_placement=True))
# Runs the op.
print(sess.run(c))

Please let me know how it progresses. Thanks!

Thanks @jvishnuvardhan
Using this config, it now does not error.
However, with the log_device_placement I see:

Ignoring device specification /device:GPU:0 for node 'Assign_4' because the input edge from 'sub_stages/sub_conv3/weights' is a reference connection and already has a device field set to /job:localhost/replica:0/task:0/device:CPU:0
Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [/job:localhost/replica:0/task:0/device:CPU:0].

Although I only create the computation graph under tf.device('gpu:0')
I also see:

Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU

(To make sure I didn't change anything except for this config, when I remove the config I am getting that error again, still seeing my GPUs as XLA_GPU)

@sanjoy would you please help to take a look?

Can you please attach the full log?
XLA creates an XLA_GPU device for every present on the system whereas TF creates a GPU device only for GPUs suitable for compute (i.e. ignores slower GPUs) so that could explain what you're seeing.  TF logs out "Ignoring visible gpu device" when it does this enhanced filtering so you should see it in your logs.

I wouldn't say 1080Ti is slow...
I also tried on a server with 4 Titan X Pascals.
I can't attach the full log including log_device_placement, as it is at least 100 times the size of my console buffer.
Without that flag:
Titan X log output:

WARNING: Logging before flag parsing goes to stderr.
W0719 10:34:50.315408<PHONE_NUMBER>82720 deprecation_wrapper.py:119] From /home/nlp/amit/project-fingering-extraction/components/hand_pose/detect_hand_pose.py:45: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.
W0719 10:34:50.318552<PHONE_NUMBER>82720 deprecation_wrapper.py:119] From /home/nlp/amit/project-fingering-extraction/components/hand_pose/cpm_hand_slim.py:24: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead.
W0719 10:34:51.952562<PHONE_NUMBER>82720 deprecation_wrapper.py:119] From /home/nlp/amit/project-fingering-extraction/components/hand_pose/detect_hand_pose.py:57: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead.
W0719 10:34:52.075365<PHONE_NUMBER>82720 deprecation_wrapper.py:119] From /home/nlp/amit/project-fingering-extraction/components/hand_pose/detect_hand_pose.py:61: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead.
W0719 10:34:52.075703<PHONE_NUMBER>82720 deprecation_wrapper.py:119] From /home/nlp/amit/project-fingering-extraction/components/hand_pose/detect_hand_pose.py:61: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead.
2019-07-19 10:34:52.076576: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
2019-07-19 10:34:52.098554: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1
2019-07-19 10:34:52.788527: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5636a27cda20 executing computations on platform CUDA. Devices:
2019-07-19 10:34:52.788595: I tensorflow/compiler/xla/service/service.cc:175]   StreamExecutor device (0): GeForce GTX TITAN X, Compute Capability 5.2
2019-07-19 10:34:52.788614: I tensorflow/compiler/xla/service/service.cc:175]   StreamExecutor device (1): GeForce GTX TITAN X, Compute Capability 5.2
2019-07-19 10:34:52.788629: I tensorflow/compiler/xla/service/service.cc:175]   StreamExecutor device (2): GeForce GTX TITAN X, Compute Capability 5.2
2019-07-19 10:34:52.788644: I tensorflow/compiler/xla/service/service.cc:175]   StreamExecutor device (3): GeForce GTX TITAN X, Compute Capability 5.2
2019-07-19 10:34:52.795911: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency:<PHONE_NUMBER> Hz
2019-07-19 10:34:52.801752: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5636a29364d0 executing computations on platform Host. Devices:
2019-07-19 10:34:52.801799: I tensorflow/compiler/xla/service/service.cc:175]   StreamExecutor device (0): ,
2019-07-19 10:34:52.803912: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties:
name: GeForce GTX TITAN X major: 5 minor: 2 memoryClockRate(GHz): 1.076
pciBusID: 0000:02:00.0
2019-07-19 10:34:52.805028: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 1 with properties:
name: GeForce GTX TITAN X major: 5 minor: 2 memoryClockRate(GHz): 1.076
pciBusID: 0000:03:00.0
2019-07-19 10:34:52.806183: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 2 with properties:
name: GeForce GTX TITAN X major: 5 minor: 2 memoryClockRate(GHz): 1.076
pciBusID: 0000:81:00.0
2019-07-19 10:34:52.807128: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 3 with properties:
name: GeForce GTX TITAN X major: 5 minor: 2 memoryClockRate(GHz): 1.076
pciBusID: 0000:82:00.0
2019-07-19 10:34:52.807368: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcudart.so.10.0'; dlerror: libcudart.so.10.0: cannot open shared object file: No such file or directory
2019-07-19 10:34:52.807494: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcublas.so.10.0'; dlerror: libcublas.so.10.0: cannot open shared object file: No such file or directory
2019-07-19 10:34:52.807617: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcufft.so.10.0'; dlerror: libcufft.so.10.0: cannot open shared object file: No such file or directory
2019-07-19 10:34:52.807745: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcurand.so.10.0'; dlerror: libcurand.so.10.0: cannot open shared object file: No such file or directory
2019-07-19 10:34:52.807868: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcusolver.so.10.0'; dlerror: libcusolver.so.10.0: cannot open shared object file: No such file or directory
2019-07-19 10:34:52.807989: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Could not dlopen library 'libcusparse.so.10.0'; dlerror: libcusparse.so.10.0: cannot open shared object file: No such file or directory
2019-07-19 10:34:52.815678: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7
2019-07-19 10:34:52.815715: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1663] Cannot dlopen some GPU libraries.  Please use tf.compat.v1.global_variables_initializer instead.
2019-07-19 10:34:52.867261: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv1/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv1/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv1/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv1/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv1/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv1/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv1/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv1/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv1/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv1/weights/read (Identity) /device:GPU:0
save/Assign_75 (Assign) /device:GPU:0
2019-07-19 10:34:52.867633: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv1/biases/Initializer/zeros (Const)
sub_stages/sub_conv1/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv1/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv1/biases/read (Identity) /device:GPU:0
save/Assign_74 (Assign) /device:GPU:0
2019-07-19 10:34:52.867914: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv2/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv2/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv2/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv2/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv2/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv2/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv2/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv2/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv2/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv2/weights/read (Identity) /device:GPU:0
save/Assign_87 (Assign) /device:GPU:0
2019-07-19 10:34:52.868169: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv2/biases/Initializer/zeros (Const)
sub_stages/sub_conv2/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv2/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv2/biases/read (Identity) /device:GPU:0
save/Assign_86 (Assign) /device:GPU:0
2019-07-19 10:34:52.868447: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv3/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv3/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv3/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv3/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv3/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv3/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv3/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv3/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv3/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv3/weights/read (Identity) /device:GPU:0
save/Assign_89 (Assign) /device:GPU:0
2019-07-19 10:34:52.868734: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv3/biases/Initializer/zeros (Const)
sub_stages/sub_conv3/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv3/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv3/biases/read (Identity) /device:GPU:0
save/Assign_88 (Assign) /device:GPU:0
2019-07-19 10:34:52.869076: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv4/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv4/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv4/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv4/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv4/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv4/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv4/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv4/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv4/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv4/weights/read (Identity) /device:GPU:0
save/Assign_91 (Assign) /device:GPU:0
2019-07-19 10:34:52.869361: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv4/biases/Initializer/zeros (Const)
sub_stages/sub_conv4/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv4/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv4/biases/read (Identity) /device:GPU:0
save/Assign_90 (Assign) /device:GPU:0
2019-07-19 10:34:52.869657: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv5/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv5/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv5/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv5/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv5/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv5/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv5/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv5/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv5/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv5/weights/read (Identity) /device:GPU:0
save/Assign_93 (Assign) /device:GPU:0
2019-07-19 10:34:52.869937: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv5/biases/Initializer/zeros (Const)
sub_stages/sub_conv5/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv5/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv5/biases/read (Identity) /device:GPU:0
save/Assign_92 (Assign) /device:GPU:0
2019-07-19 10:34:52.870231: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv6/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv6/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv6/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv6/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv6/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv6/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv6/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv6/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv6/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv6/weights/read (Identity) /device:GPU:0
save/Assign_95 (Assign) /device:GPU:0
2019-07-19 10:34:52.870506: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv6/biases/Initializer/zeros (Const)
sub_stages/sub_conv6/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv6/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv6/biases/read (Identity) /device:GPU:0
save/Assign_94 (Assign) /device:GPU:0
2019-07-19 10:34:52.870804: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv7/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv7/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv7/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv7/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv7/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv7/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv7/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv7/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv7/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv7/weights/read (Identity) /device:GPU:0
save/Assign_97 (Assign) /device:GPU:0
2019-07-19 10:34:52.871075: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv7/biases/Initializer/zeros (Const)
sub_stages/sub_conv7/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv7/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv7/biases/read (Identity) /device:GPU:0
save/Assign_96 (Assign) /device:GPU:0
2019-07-19 10:34:52.871368: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv8/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv8/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv8/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv8/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv8/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv8/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv8/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv8/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv8/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv8/weights/read (Identity) /device:GPU:0
save/Assign_99 (Assign) /device:GPU:0
2019-07-19 10:34:52.871645: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv8/biases/Initializer/zeros (Const)
sub_stages/sub_conv8/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv8/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv8/biases/read (Identity) /device:GPU:0
save/Assign_98 (Assign) /device:GPU:0
2019-07-19 10:34:52.871980: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv9/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv9/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv9/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv9/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv9/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv9/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv9/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv9/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv9/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv9/weights/read (Identity) /device:GPU:0
save/Assign_101 (Assign) /device:GPU:0
2019-07-19 10:34:52.872245: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv9/biases/Initializer/zeros (Const)
sub_stages/sub_conv9/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv9/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv9/biases/read (Identity) /device:GPU:0
save/Assign_100 (Assign) /device:GPU:0
2019-07-19 10:34:52.872517: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv10/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv10/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv10/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv10/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv10/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv10/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv10/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv10/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv10/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv10/weights/read (Identity) /device:GPU:0
save/Assign_77 (Assign) /device:GPU:0
2019-07-19 10:34:52.872785: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv10/biases/Initializer/zeros (Const)
sub_stages/sub_conv10/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv10/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv10/biases/read (Identity) /device:GPU:0
save/Assign_76 (Assign) /device:GPU:0
2019-07-19 10:34:52.873052: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv11/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv11/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv11/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv11/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv11/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv11/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv11/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv11/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv11/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv11/weights/read (Identity) /device:GPU:0
save/Assign_79 (Assign) /device:GPU:0
2019-07-19 10:34:52.873305: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv11/biases/Initializer/zeros (Const)
sub_stages/sub_conv11/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv11/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv11/biases/read (Identity) /device:GPU:0
save/Assign_78 (Assign) /device:GPU:0
2019-07-19 10:34:52.873576: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv12/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv12/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv12/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv12/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv12/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv12/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv12/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv12/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv12/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv12/weights/read (Identity) /device:GPU:0
save/Assign_81 (Assign) /device:GPU:0
2019-07-19 10:34:52.873833: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv12/biases/Initializer/zeros (Const)
sub_stages/sub_conv12/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv12/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv12/biases/read (Identity) /device:GPU:0
save/Assign_80 (Assign) /device:GPU:0
2019-07-19 10:34:52.874103: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv13/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv13/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv13/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv13/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv13/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv13/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv13/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv13/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv13/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv13/weights/read (Identity) /device:GPU:0
save/Assign_83 (Assign) /device:GPU:0
2019-07-19 10:34:52.874355: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv13/biases/Initializer/zeros (Const)
sub_stages/sub_conv13/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv13/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv13/biases/read (Identity) /device:GPU:0
save/Assign_82 (Assign) /device:GPU:0
2019-07-19 10:34:52.874618: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv14/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_conv14/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_conv14/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_conv14/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_conv14/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_conv14/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_conv14/weights/Initializer/random_uniform (Add)
sub_stages/sub_conv14/weights (VariableV2) /device:GPU:0
sub_stages/sub_conv14/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_conv14/weights/read (Identity) /device:GPU:0
save/Assign_85 (Assign) /device:GPU:0
2019-07-19 10:34:52.874873: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_conv14/biases/Initializer/zeros (Const)
sub_stages/sub_conv14/biases (VariableV2) /device:GPU:0
sub_stages/sub_conv14/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_conv14/biases/read (Identity) /device:GPU:0
save/Assign_84 (Assign) /device:GPU:0
2019-07-19 10:34:52.875141: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_stage_img_feature/weights/Initializer/random_uniform/shape (Const)
sub_stages/sub_stage_img_feature/weights/Initializer/random_uniform/min (Const)
sub_stages/sub_stage_img_feature/weights/Initializer/random_uniform/max (Const)
sub_stages/sub_stage_img_feature/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
sub_stages/sub_stage_img_feature/weights/Initializer/random_uniform/sub (Sub)
sub_stages/sub_stage_img_feature/weights/Initializer/random_uniform/mul (Mul)
sub_stages/sub_stage_img_feature/weights/Initializer/random_uniform (Add)
sub_stages/sub_stage_img_feature/weights (VariableV2) /device:GPU:0
sub_stages/sub_stage_img_feature/weights/Assign (Assign) /device:GPU:0
sub_stages/sub_stage_img_feature/weights/read (Identity) /device:GPU:0
save/Assign_103 (Assign) /device:GPU:0
2019-07-19 10:34:52.875392: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
sub_stages/sub_stage_img_feature/biases/Initializer/zeros (Const)
sub_stages/sub_stage_img_feature/biases (VariableV2) /device:GPU:0
sub_stages/sub_stage_img_feature/biases/Assign (Assign) /device:GPU:0
sub_stages/sub_stage_img_feature/biases/read (Identity) /device:GPU:0
save/Assign_102 (Assign) /device:GPU:0
2019-07-19 10:34:52.875655: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_1/conv1/weights/Initializer/random_uniform/shape (Const)
stage_1/conv1/weights/Initializer/random_uniform/min (Const)
stage_1/conv1/weights/Initializer/random_uniform/max (Const)
stage_1/conv1/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_1/conv1/weights/Initializer/random_uniform/sub (Sub)
stage_1/conv1/weights/Initializer/random_uniform/mul (Mul)
stage_1/conv1/weights/Initializer/random_uniform (Add)
stage_1/conv1/weights (VariableV2) /device:GPU:0
stage_1/conv1/weights/Assign (Assign) /device:GPU:0
stage_1/conv1/weights/read (Identity) /device:GPU:0
save/Assign_1 (Assign) /device:GPU:0
2019-07-19 10:34:52.875909: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_1/conv1/biases/Initializer/zeros (Const)
stage_1/conv1/biases (VariableV2) /device:GPU:0
stage_1/conv1/biases/Assign (Assign) /device:GPU:0
stage_1/conv1/biases/read (Identity) /device:GPU:0
save/Assign (Assign) /device:GPU:0
2019-07-19 10:34:52.876172: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_1/stage_heatmap/weights/Initializer/random_uniform/shape (Const)
stage_1/stage_heatmap/weights/Initializer/random_uniform/min (Const)
stage_1/stage_heatmap/weights/Initializer/random_uniform/max (Const)
stage_1/stage_heatmap/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_1/stage_heatmap/weights/Initializer/random_uniform/sub (Sub)
stage_1/stage_heatmap/weights/Initializer/random_uniform/mul (Mul)
stage_1/stage_heatmap/weights/Initializer/random_uniform (Add)
stage_1/stage_heatmap/weights (VariableV2) /device:GPU:0
stage_1/stage_heatmap/weights/Assign (Assign) /device:GPU:0
stage_1/stage_heatmap/weights/read (Identity) /device:GPU:0
save/Assign_3 (Assign) /device:GPU:0
2019-07-19 10:34:52.876422: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_1/stage_heatmap/biases/Initializer/zeros (Const)
stage_1/stage_heatmap/biases (VariableV2) /device:GPU:0
stage_1/stage_heatmap/biases/Assign (Assign) /device:GPU:0
stage_1/stage_heatmap/biases/read (Identity) /device:GPU:0
save/Assign_2 (Assign) /device:GPU:0
2019-07-19 10:34:52.876703: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv1/weights/Initializer/random_uniform/shape (Const)
stage_2/mid_conv1/weights/Initializer/random_uniform/min (Const)
stage_2/mid_conv1/weights/Initializer/random_uniform/max (Const)
stage_2/mid_conv1/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_2/mid_conv1/weights/Initializer/random_uniform/sub (Sub)
stage_2/mid_conv1/weights/Initializer/random_uniform/mul (Mul)
stage_2/mid_conv1/weights/Initializer/random_uniform (Add)
stage_2/mid_conv1/weights (VariableV2) /device:GPU:0
stage_2/mid_conv1/weights/Assign (Assign) /device:GPU:0
stage_2/mid_conv1/weights/read (Identity) /device:GPU:0
save/Assign_5 (Assign) /device:GPU:0
2019-07-19 10:34:52.876955: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv1/biases/Initializer/zeros (Const)
stage_2/mid_conv1/biases (VariableV2) /device:GPU:0
stage_2/mid_conv1/biases/Assign (Assign) /device:GPU:0
stage_2/mid_conv1/biases/read (Identity) /device:GPU:0
save/Assign_4 (Assign) /device:GPU:0
2019-07-19 10:34:52.877215: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv2/weights/Initializer/random_uniform/shape (Const)
stage_2/mid_conv2/weights/Initializer/random_uniform/min (Const)
stage_2/mid_conv2/weights/Initializer/random_uniform/max (Const)
stage_2/mid_conv2/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_2/mid_conv2/weights/Initializer/random_uniform/sub (Sub)
stage_2/mid_conv2/weights/Initializer/random_uniform/mul (Mul)
stage_2/mid_conv2/weights/Initializer/random_uniform (Add)
stage_2/mid_conv2/weights (VariableV2) /device:GPU:0
stage_2/mid_conv2/weights/Assign (Assign) /device:GPU:0
stage_2/mid_conv2/weights/read (Identity) /device:GPU:0
save/Assign_7 (Assign) /device:GPU:0
2019-07-19 10:34:52.877468: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv2/biases/Initializer/zeros (Const)
stage_2/mid_conv2/biases (VariableV2) /device:GPU:0
stage_2/mid_conv2/biases/Assign (Assign) /device:GPU:0
stage_2/mid_conv2/biases/read (Identity) /device:GPU:0
save/Assign_6 (Assign) /device:GPU:0
2019-07-19 10:34:52.877737: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv3/weights/Initializer/random_uniform/shape (Const)
stage_2/mid_conv3/weights/Initializer/random_uniform/min (Const)
stage_2/mid_conv3/weights/Initializer/random_uniform/max (Const)
stage_2/mid_conv3/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_2/mid_conv3/weights/Initializer/random_uniform/sub (Sub)
stage_2/mid_conv3/weights/Initializer/random_uniform/mul (Mul)
stage_2/mid_conv3/weights/Initializer/random_uniform (Add)
stage_2/mid_conv3/weights (VariableV2) /device:GPU:0
stage_2/mid_conv3/weights/Assign (Assign) /device:GPU:0
stage_2/mid_conv3/weights/read (Identity) /device:GPU:0
save/Assign_9 (Assign) /device:GPU:0
2019-07-19 10:34:52.877992: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv3/biases/Initializer/zeros (Const)
stage_2/mid_conv3/biases (VariableV2) /device:GPU:0
stage_2/mid_conv3/biases/Assign (Assign) /device:GPU:0
stage_2/mid_conv3/biases/read (Identity) /device:GPU:0
save/Assign_8 (Assign) /device:GPU:0
2019-07-19 10:34:52.878253: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv4/weights/Initializer/random_uniform/shape (Const)
stage_2/mid_conv4/weights/Initializer/random_uniform/min (Const)
stage_2/mid_conv4/weights/Initializer/random_uniform/max (Const)
stage_2/mid_conv4/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_2/mid_conv4/weights/Initializer/random_uniform/sub (Sub)
stage_2/mid_conv4/weights/Initializer/random_uniform/mul (Mul)
stage_2/mid_conv4/weights/Initializer/random_uniform (Add)
stage_2/mid_conv4/weights (VariableV2) /device:GPU:0
stage_2/mid_conv4/weights/Assign (Assign) /device:GPU:0
stage_2/mid_conv4/weights/read (Identity) /device:GPU:0
save/Assign_11 (Assign) /device:GPU:0
2019-07-19 10:34:52.878501: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv4/biases/Initializer/zeros (Const)
stage_2/mid_conv4/biases (VariableV2) /device:GPU:0
stage_2/mid_conv4/biases/Assign (Assign) /device:GPU:0
stage_2/mid_conv4/biases/read (Identity) /device:GPU:0
save/Assign_10 (Assign) /device:GPU:0
2019-07-19 10:34:52.878769: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv5/weights/Initializer/random_uniform/shape (Const)
stage_2/mid_conv5/weights/Initializer/random_uniform/min (Const)
stage_2/mid_conv5/weights/Initializer/random_uniform/max (Const)
stage_2/mid_conv5/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_2/mid_conv5/weights/Initializer/random_uniform/sub (Sub)
stage_2/mid_conv5/weights/Initializer/random_uniform/mul (Mul)
stage_2/mid_conv5/weights/Initializer/random_uniform (Add)
stage_2/mid_conv5/weights (VariableV2) /device:GPU:0
stage_2/mid_conv5/weights/Assign (Assign) /device:GPU:0
stage_2/mid_conv5/weights/read (Identity) /device:GPU:0
save/Assign_13 (Assign) /device:GPU:0
2019-07-19 10:34:52.879019: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv5/biases/Initializer/zeros (Const)
stage_2/mid_conv5/biases (VariableV2) /device:GPU:0
stage_2/mid_conv5/biases/Assign (Assign) /device:GPU:0
stage_2/mid_conv5/biases/read (Identity) /device:GPU:0
save/Assign_12 (Assign) /device:GPU:0
2019-07-19 10:34:52.879283: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv6/weights/Initializer/random_uniform/shape (Const)
stage_2/mid_conv6/weights/Initializer/random_uniform/min (Const)
stage_2/mid_conv6/weights/Initializer/random_uniform/max (Const)
stage_2/mid_conv6/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_2/mid_conv6/weights/Initializer/random_uniform/sub (Sub)
stage_2/mid_conv6/weights/Initializer/random_uniform/mul (Mul)
stage_2/mid_conv6/weights/Initializer/random_uniform (Add)
stage_2/mid_conv6/weights (VariableV2) /device:GPU:0
stage_2/mid_conv6/weights/Assign (Assign) /device:GPU:0
stage_2/mid_conv6/weights/read (Identity) /device:GPU:0
save/Assign_15 (Assign) /device:GPU:0
2019-07-19 10:34:52.879535: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv6/biases/Initializer/zeros (Const)
stage_2/mid_conv6/biases (VariableV2) /device:GPU:0
stage_2/mid_conv6/biases/Assign (Assign) /device:GPU:0
stage_2/mid_conv6/biases/read (Identity) /device:GPU:0
save/Assign_14 (Assign) /device:GPU:0
2019-07-19 10:34:52.879803: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv7/weights/Initializer/random_uniform/shape (Const)
stage_2/mid_conv7/weights/Initializer/random_uniform/min (Const)
stage_2/mid_conv7/weights/Initializer/random_uniform/max (Const)
stage_2/mid_conv7/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_2/mid_conv7/weights/Initializer/random_uniform/sub (Sub)
stage_2/mid_conv7/weights/Initializer/random_uniform/mul (Mul)
stage_2/mid_conv7/weights/Initializer/random_uniform (Add)
stage_2/mid_conv7/weights (VariableV2) /device:GPU:0
stage_2/mid_conv7/weights/Assign (Assign) /device:GPU:0
stage_2/mid_conv7/weights/read (Identity) /device:GPU:0
save/Assign_17 (Assign) /device:GPU:0
2019-07-19 10:34:52.880057: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_2/mid_conv7/biases/Initializer/zeros (Const)
stage_2/mid_conv7/biases (VariableV2) /device:GPU:0
stage_2/mid_conv7/biases/Assign (Assign) /device:GPU:0
stage_2/mid_conv7/biases/read (Identity) /device:GPU:0
save/Assign_16 (Assign) /device:GPU:0
2019-07-19 10:34:52.880329: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv1/weights/Initializer/random_uniform/shape (Const)
stage_3/mid_conv1/weights/Initializer/random_uniform/min (Const)
stage_3/mid_conv1/weights/Initializer/random_uniform/max (Const)
stage_3/mid_conv1/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_3/mid_conv1/weights/Initializer/random_uniform/sub (Sub)
stage_3/mid_conv1/weights/Initializer/random_uniform/mul (Mul)
stage_3/mid_conv1/weights/Initializer/random_uniform (Add)
stage_3/mid_conv1/weights (VariableV2) /device:GPU:0
stage_3/mid_conv1/weights/Assign (Assign) /device:GPU:0
stage_3/mid_conv1/weights/read (Identity) /device:GPU:0
save/Assign_19 (Assign) /device:GPU:0
2019-07-19 10:34:52.880584: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv1/biases/Initializer/zeros (Const)
stage_3/mid_conv1/biases (VariableV2) /device:GPU:0
stage_3/mid_conv1/biases/Assign (Assign) /device:GPU:0
stage_3/mid_conv1/biases/read (Identity) /device:GPU:0
save/Assign_18 (Assign) /device:GPU:0
2019-07-19 10:34:52.880855: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv2/weights/Initializer/random_uniform/shape (Const)
stage_3/mid_conv2/weights/Initializer/random_uniform/min (Const)
stage_3/mid_conv2/weights/Initializer/random_uniform/max (Const)
stage_3/mid_conv2/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_3/mid_conv2/weights/Initializer/random_uniform/sub (Sub)
stage_3/mid_conv2/weights/Initializer/random_uniform/mul (Mul)
stage_3/mid_conv2/weights/Initializer/random_uniform (Add)
stage_3/mid_conv2/weights (VariableV2) /device:GPU:0
stage_3/mid_conv2/weights/Assign (Assign) /device:GPU:0
stage_3/mid_conv2/weights/read (Identity) /device:GPU:0
save/Assign_21 (Assign) /device:GPU:0
2019-07-19 10:34:52.881106: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv2/biases/Initializer/zeros (Const)
stage_3/mid_conv2/biases (VariableV2) /device:GPU:0
stage_3/mid_conv2/biases/Assign (Assign) /device:GPU:0
stage_3/mid_conv2/biases/read (Identity) /device:GPU:0
save/Assign_20 (Assign) /device:GPU:0
2019-07-19 10:34:52.881368: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv3/weights/Initializer/random_uniform/shape (Const)
stage_3/mid_conv3/weights/Initializer/random_uniform/min (Const)
stage_3/mid_conv3/weights/Initializer/random_uniform/max (Const)
stage_3/mid_conv3/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_3/mid_conv3/weights/Initializer/random_uniform/sub (Sub)
stage_3/mid_conv3/weights/Initializer/random_uniform/mul (Mul)
stage_3/mid_conv3/weights/Initializer/random_uniform (Add)
stage_3/mid_conv3/weights (VariableV2) /device:GPU:0
stage_3/mid_conv3/weights/Assign (Assign) /device:GPU:0
stage_3/mid_conv3/weights/read (Identity) /device:GPU:0
save/Assign_23 (Assign) /device:GPU:0
2019-07-19 10:34:52.881616: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv3/biases/Initializer/zeros (Const)
stage_3/mid_conv3/biases (VariableV2) /device:GPU:0
stage_3/mid_conv3/biases/Assign (Assign) /device:GPU:0
stage_3/mid_conv3/biases/read (Identity) /device:GPU:0
save/Assign_22 (Assign) /device:GPU:0
2019-07-19 10:34:52.881887: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv4/weights/Initializer/random_uniform/shape (Const)
stage_3/mid_conv4/weights/Initializer/random_uniform/min (Const)
stage_3/mid_conv4/weights/Initializer/random_uniform/max (Const)
stage_3/mid_conv4/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_3/mid_conv4/weights/Initializer/random_uniform/sub (Sub)
stage_3/mid_conv4/weights/Initializer/random_uniform/mul (Mul)
stage_3/mid_conv4/weights/Initializer/random_uniform (Add)
stage_3/mid_conv4/weights (VariableV2) /device:GPU:0
stage_3/mid_conv4/weights/Assign (Assign) /device:GPU:0
stage_3/mid_conv4/weights/read (Identity) /device:GPU:0
save/Assign_25 (Assign) /device:GPU:0
2019-07-19 10:34:52.882138: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv4/biases/Initializer/zeros (Const)
stage_3/mid_conv4/biases (VariableV2) /device:GPU:0
stage_3/mid_conv4/biases/Assign (Assign) /device:GPU:0
stage_3/mid_conv4/biases/read (Identity) /device:GPU:0
save/Assign_24 (Assign) /device:GPU:0
2019-07-19 10:34:52.882405: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv5/weights/Initializer/random_uniform/shape (Const)
stage_3/mid_conv5/weights/Initializer/random_uniform/min (Const)
stage_3/mid_conv5/weights/Initializer/random_uniform/max (Const)
stage_3/mid_conv5/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_3/mid_conv5/weights/Initializer/random_uniform/sub (Sub)
stage_3/mid_conv5/weights/Initializer/random_uniform/mul (Mul)
stage_3/mid_conv5/weights/Initializer/random_uniform (Add)
stage_3/mid_conv5/weights (VariableV2) /device:GPU:0
stage_3/mid_conv5/weights/Assign (Assign) /device:GPU:0
stage_3/mid_conv5/weights/read (Identity) /device:GPU:0
save/Assign_27 (Assign) /device:GPU:0
2019-07-19 10:34:52.882654: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv5/biases/Initializer/zeros (Const)
stage_3/mid_conv5/biases (VariableV2) /device:GPU:0
stage_3/mid_conv5/biases/Assign (Assign) /device:GPU:0
stage_3/mid_conv5/biases/read (Identity) /device:GPU:0
save/Assign_26 (Assign) /device:GPU:0
2019-07-19 10:34:52.882925: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv6/weights/Initializer/random_uniform/shape (Const)
stage_3/mid_conv6/weights/Initializer/random_uniform/min (Const)
stage_3/mid_conv6/weights/Initializer/random_uniform/max (Const)
stage_3/mid_conv6/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_3/mid_conv6/weights/Initializer/random_uniform/sub (Sub)
stage_3/mid_conv6/weights/Initializer/random_uniform/mul (Mul)
stage_3/mid_conv6/weights/Initializer/random_uniform (Add)
stage_3/mid_conv6/weights (VariableV2) /device:GPU:0
stage_3/mid_conv6/weights/Assign (Assign) /device:GPU:0
stage_3/mid_conv6/weights/read (Identity) /device:GPU:0
save/Assign_29 (Assign) /device:GPU:0
2019-07-19 10:34:52.883174: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv6/biases/Initializer/zeros (Const)
stage_3/mid_conv6/biases (VariableV2) /device:GPU:0
stage_3/mid_conv6/biases/Assign (Assign) /device:GPU:0
stage_3/mid_conv6/biases/read (Identity) /device:GPU:0
save/Assign_28 (Assign) /device:GPU:0
2019-07-19 10:34:52.883436: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv7/weights/Initializer/random_uniform/shape (Const)
stage_3/mid_conv7/weights/Initializer/random_uniform/min (Const)
stage_3/mid_conv7/weights/Initializer/random_uniform/max (Const)
stage_3/mid_conv7/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_3/mid_conv7/weights/Initializer/random_uniform/sub (Sub)
stage_3/mid_conv7/weights/Initializer/random_uniform/mul (Mul)
stage_3/mid_conv7/weights/Initializer/random_uniform (Add)
stage_3/mid_conv7/weights (VariableV2) /device:GPU:0
stage_3/mid_conv7/weights/Assign (Assign) /device:GPU:0
stage_3/mid_conv7/weights/read (Identity) /device:GPU:0
save/Assign_31 (Assign) /device:GPU:0
2019-07-19 10:34:52.883699: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_3/mid_conv7/biases/Initializer/zeros (Const)
stage_3/mid_conv7/biases (VariableV2) /device:GPU:0
stage_3/mid_conv7/biases/Assign (Assign) /device:GPU:0
stage_3/mid_conv7/biases/read (Identity) /device:GPU:0
save/Assign_30 (Assign) /device:GPU:0
2019-07-19 10:34:52.883977: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv1/weights/Initializer/random_uniform/shape (Const)
stage_4/mid_conv1/weights/Initializer/random_uniform/min (Const)
stage_4/mid_conv1/weights/Initializer/random_uniform/max (Const)
stage_4/mid_conv1/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_4/mid_conv1/weights/Initializer/random_uniform/sub (Sub)
stage_4/mid_conv1/weights/Initializer/random_uniform/mul (Mul)
stage_4/mid_conv1/weights/Initializer/random_uniform (Add)
stage_4/mid_conv1/weights (VariableV2) /device:GPU:0
stage_4/mid_conv1/weights/Assign (Assign) /device:GPU:0
stage_4/mid_conv1/weights/read (Identity) /device:GPU:0
save/Assign_33 (Assign) /device:GPU:0
2019-07-19 10:34:52.884228: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv1/biases/Initializer/zeros (Const)
stage_4/mid_conv1/biases (VariableV2) /device:GPU:0
stage_4/mid_conv1/biases/Assign (Assign) /device:GPU:0
stage_4/mid_conv1/biases/read (Identity) /device:GPU:0
save/Assign_32 (Assign) /device:GPU:0
2019-07-19 10:34:52.884498: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv2/weights/Initializer/random_uniform/shape (Const)
stage_4/mid_conv2/weights/Initializer/random_uniform/min (Const)
stage_4/mid_conv2/weights/Initializer/random_uniform/max (Const)
stage_4/mid_conv2/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_4/mid_conv2/weights/Initializer/random_uniform/sub (Sub)
stage_4/mid_conv2/weights/Initializer/random_uniform/mul (Mul)
stage_4/mid_conv2/weights/Initializer/random_uniform (Add)
stage_4/mid_conv2/weights (VariableV2) /device:GPU:0
stage_4/mid_conv2/weights/Assign (Assign) /device:GPU:0
stage_4/mid_conv2/weights/read (Identity) /device:GPU:0
save/Assign_35 (Assign) /device:GPU:0
2019-07-19 10:34:52.884804: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv2/biases/Initializer/zeros (Const)
stage_4/mid_conv2/biases (VariableV2) /device:GPU:0
stage_4/mid_conv2/biases/Assign (Assign) /device:GPU:0
stage_4/mid_conv2/biases/read (Identity) /device:GPU:0
save/Assign_34 (Assign) /device:GPU:0
2019-07-19 10:34:52.885094: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv3/weights/Initializer/random_uniform/shape (Const)
stage_4/mid_conv3/weights/Initializer/random_uniform/min (Const)
stage_4/mid_conv3/weights/Initializer/random_uniform/max (Const)
stage_4/mid_conv3/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_4/mid_conv3/weights/Initializer/random_uniform/sub (Sub)
stage_4/mid_conv3/weights/Initializer/random_uniform/mul (Mul)
stage_4/mid_conv3/weights/Initializer/random_uniform (Add)
stage_4/mid_conv3/weights (VariableV2) /device:GPU:0
stage_4/mid_conv3/weights/Assign (Assign) /device:GPU:0
stage_4/mid_conv3/weights/read (Identity) /device:GPU:0
save/Assign_37 (Assign) /device:GPU:0
2019-07-19 10:34:52.885347: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv3/biases/Initializer/zeros (Const)
stage_4/mid_conv3/biases (VariableV2) /device:GPU:0
stage_4/mid_conv3/biases/Assign (Assign) /device:GPU:0
stage_4/mid_conv3/biases/read (Identity) /device:GPU:0
save/Assign_36 (Assign) /device:GPU:0
2019-07-19 10:34:52.885614: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv4/weights/Initializer/random_uniform/shape (Const)
stage_4/mid_conv4/weights/Initializer/random_uniform/min (Const)
stage_4/mid_conv4/weights/Initializer/random_uniform/max (Const)
stage_4/mid_conv4/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_4/mid_conv4/weights/Initializer/random_uniform/sub (Sub)
stage_4/mid_conv4/weights/Initializer/random_uniform/mul (Mul)
stage_4/mid_conv4/weights/Initializer/random_uniform (Add)
stage_4/mid_conv4/weights (VariableV2) /device:GPU:0
stage_4/mid_conv4/weights/Assign (Assign) /device:GPU:0
stage_4/mid_conv4/weights/read (Identity) /device:GPU:0
save/Assign_39 (Assign) /device:GPU:0
2019-07-19 10:34:52.885877: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv4/biases/Initializer/zeros (Const)
stage_4/mid_conv4/biases (VariableV2) /device:GPU:0
stage_4/mid_conv4/biases/Assign (Assign) /device:GPU:0
stage_4/mid_conv4/biases/read (Identity) /device:GPU:0
save/Assign_38 (Assign) /device:GPU:0
2019-07-19 10:34:52.886139: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv5/weights/Initializer/random_uniform/shape (Const)
stage_4/mid_conv5/weights/Initializer/random_uniform/min (Const)
stage_4/mid_conv5/weights/Initializer/random_uniform/max (Const)
stage_4/mid_conv5/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_4/mid_conv5/weights/Initializer/random_uniform/sub (Sub)
stage_4/mid_conv5/weights/Initializer/random_uniform/mul (Mul)
stage_4/mid_conv5/weights/Initializer/random_uniform (Add)
stage_4/mid_conv5/weights (VariableV2) /device:GPU:0
stage_4/mid_conv5/weights/Assign (Assign) /device:GPU:0
stage_4/mid_conv5/weights/read (Identity) /device:GPU:0
save/Assign_41 (Assign) /device:GPU:0
2019-07-19 10:34:52.886390: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv5/biases/Initializer/zeros (Const)
stage_4/mid_conv5/biases (VariableV2) /device:GPU:0
stage_4/mid_conv5/biases/Assign (Assign) /device:GPU:0
stage_4/mid_conv5/biases/read (Identity) /device:GPU:0
save/Assign_40 (Assign) /device:GPU:0
2019-07-19 10:34:52.886654: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv6/weights/Initializer/random_uniform/shape (Const)
stage_4/mid_conv6/weights/Initializer/random_uniform/min (Const)
stage_4/mid_conv6/weights/Initializer/random_uniform/max (Const)
stage_4/mid_conv6/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_4/mid_conv6/weights/Initializer/random_uniform/sub (Sub)
stage_4/mid_conv6/weights/Initializer/random_uniform/mul (Mul)
stage_4/mid_conv6/weights/Initializer/random_uniform (Add)
stage_4/mid_conv6/weights (VariableV2) /device:GPU:0
stage_4/mid_conv6/weights/Assign (Assign) /device:GPU:0
stage_4/mid_conv6/weights/read (Identity) /device:GPU:0
save/Assign_43 (Assign) /device:GPU:0
2019-07-19 10:34:52.886911: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv6/biases/Initializer/zeros (Const)
stage_4/mid_conv6/biases (VariableV2) /device:GPU:0
stage_4/mid_conv6/biases/Assign (Assign) /device:GPU:0
stage_4/mid_conv6/biases/read (Identity) /device:GPU:0
save/Assign_42 (Assign) /device:GPU:0
2019-07-19 10:34:52.887173: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv7/weights/Initializer/random_uniform/shape (Const)
stage_4/mid_conv7/weights/Initializer/random_uniform/min (Const)
stage_4/mid_conv7/weights/Initializer/random_uniform/max (Const)
stage_4/mid_conv7/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_4/mid_conv7/weights/Initializer/random_uniform/sub (Sub)
stage_4/mid_conv7/weights/Initializer/random_uniform/mul (Mul)
stage_4/mid_conv7/weights/Initializer/random_uniform (Add)
stage_4/mid_conv7/weights (VariableV2) /device:GPU:0
stage_4/mid_conv7/weights/Assign (Assign) /device:GPU:0
stage_4/mid_conv7/weights/read (Identity) /device:GPU:0
save/Assign_45 (Assign) /device:GPU:0
2019-07-19 10:34:52.887426: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_4/mid_conv7/biases/Initializer/zeros (Const)
stage_4/mid_conv7/biases (VariableV2) /device:GPU:0
stage_4/mid_conv7/biases/Assign (Assign) /device:GPU:0
stage_4/mid_conv7/biases/read (Identity) /device:GPU:0
save/Assign_44 (Assign) /device:GPU:0
2019-07-19 10:34:52.887708: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_5/mid_conv1/weights/Initializer/random_uniform/shape (Const)
stage_5/mid_conv1/weights/Initializer/random_uniform/min (Const)
stage_5/mid_conv1/weights/Initializer/random_uniform/max (Const)
stage_5/mid_conv1/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_5/mid_conv1/weights/Initializer/random_uniform/sub (Sub)
stage_5/mid_conv1/weights/Initializer/random_uniform/mul (Mul)
stage_5/mid_conv1/weights/Initializer/random_uniform (Add)
stage_5/mid_conv1/weights (VariableV2) /device:GPU:0
stage_5/mid_conv1/weights/Assign (Assign) /device:GPU:0
stage_5/mid_conv1/weights/read (Identity) /device:GPU:0
save/Assign_47 (Assign) /device:GPU:0
2019-07-19 10:34:52.887958: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_5/mid_conv1/biases/Initializer/zeros (Const)
stage_5/mid_conv1/biases (VariableV2) /device:GPU:0
stage_5/mid_conv1/biases/Assign (Assign) /device:GPU:0
stage_5/mid_conv1/biases/read (Identity) /device:GPU:0
save/Assign_46 (Assign) /device:GPU:0
2019-07-19 10:34:52.888220: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_5/mid_conv2/weights/Initializer/random_uniform/shape (Const)
stage_5/mid_conv2/weights/Initializer/random_uniform/min (Const)
stage_5/mid_conv2/weights/Initializer/random_uniform/max (Const)
stage_5/mid_conv2/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_5/mid_conv2/weights/Initializer/random_uniform/sub (Sub)
stage_5/mid_conv2/weights/Initializer/random_uniform/mul (Mul)
stage_5/mid_conv2/weights/Initializer/random_uniform (Add)
stage_5/mid_conv2/weights (VariableV2) /device:GPU:0
stage_5/mid_conv2/weights/Assign (Assign) /device:GPU:0
stage_5/mid_conv2/weights/read (Identity) /device:GPU:0
save/Assign_49 (Assign) /device:GPU:0
2019-07-19 10:34:52.888468: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_5/mid_conv2/biases/Initializer/zeros (Const)
stage_5/mid_conv2/biases (VariableV2) /device:GPU:0
stage_5/mid_conv2/biases/Assign (Assign) /device:GPU:0
stage_5/mid_conv2/biases/read (Identity) /device:GPU:0
save/Assign_48 (Assign) /device:GPU:0
2019-07-19 10:34:52.888775: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_5/mid_conv3/weights/Initializer/random_uniform/shape (Const)
stage_5/mid_conv3/weights/Initializer/random_uniform/min (Const)
stage_5/mid_conv3/weights/Initializer/random_uniform/max (Const)
stage_5/mid_conv3/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_5/mid_conv3/weights/Initializer/random_uniform/sub (Sub)
stage_5/mid_conv3/weights/Initializer/random_uniform/mul (Mul)
stage_5/mid_conv3/weights/Initializer/random_uniform (Add)
stage_5/mid_conv3/weights (VariableV2) /device:GPU:0
stage_5/mid_conv3/weights/Assign (Assign) /device:GPU:0
stage_5/mid_conv3/weights/read (Identity) /device:GPU:0
save/Assign_51 (Assign) /device:GPU:0
2019-07-19 10:34:52.889057: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_5/mid_conv3/biases/Initializer/zeros (Const)
stage_5/mid_conv3/biases (VariableV2) /device:GPU:0
stage_5/mid_conv3/biases/Assign (Assign) /device:GPU:0
stage_5/mid_conv3/biases/read (Identity) /device:GPU:0
save/Assign_50 (Assign) /device:GPU:0
2019-07-19 10:34:52.889327: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_5/mid_conv4/weights/Initializer/random_uniform/shape (Const)
stage_5/mid_conv4/weights/Initializer/random_uniform/min (Const)
stage_5/mid_conv4/weights/Initializer/random_uniform/max (Const)
stage_5/mid_conv4/weights/Initializer/random_uniform/RandomUniform (RandomUniform)
stage_5/mid_conv4/weights/Initializer/random_uniform/sub (Sub)
stage_5/mid_conv4/weights/Initializer/random_uniform/mul (Mul)
stage_5/mid_conv4/weights/Initializer/random_uniform (Add)
stage_5/mid_conv4/weights (VariableV2) /device:GPU:0
stage_5/mid_conv4/weights/Assign (Assign) /device:GPU:0
stage_5/mid_conv4/weights/read (Identity) /device:GPU:0
save/Assign_53 (Assign) /device:GPU:0
2019-07-19 10:34:52.889576: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Const: CPU XLA_CPU XLA_GPU
Colocation members, user-requested devices, and framework assigned devices, if any:
stage_5/mid_conv4/biases/Initializer/zeros (Const)
stage_5/mid_conv4/biases (VariableV2) /device:GPU:0
stage_5/mid_conv4/biases/Assign (Assign) /device:GPU:0
stage_5/mid_conv4/biases/read (Identity) /device:GPU:0
save/Assign_52 (Assign) /device:GPU:0
2019-07-19 10:34:52.889851: W tensorflow/core/common_runtime/colocation_graph.cc:1016] Failed to place the graph without changing the devices of some resources. Some of the operations (that had to be colocated with resource generating operations) are not supported on the resources' devices. Current candidate devices are [
/job:localhost/replica:0/task:0/device:CPU:0].
See below for details of this colocation group:
Colocation Debug Info:
Colocation group had the following types and supported devices:
Root Member(assigned_device_name_index_=-1 requested_device_name_='/device:GPU:0' assigned_device_name_='' resource_device_name_='/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[]
Assign: CPU
Identity: CPU XLA_CPU XLA_GPU
VariableV2: CPU
Mul: CPU XLA_CPU XLA_GPU
Add: CPU XLA_CPU XLA_GPU
Sub: CPU XLA_CPU XLA_GPU
RandomUniform: CPU XLA_CPU XLA_GPU