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pointnet running on CPU instead of GPU?

lamiastella
Jun 7th, 2021
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  1. (djrn) [jalal@goku pointnet]$ python Feature_extraction.py --input_list ../vertex_path_GT.txt --model pointnet_hico --model_path ../Feature_extraction/model_10000.ckpt
  2. WARNING:tensorflow:From /scratch3/venv/djrn/lib/python3.8/site-packages/tensorflow/python/compat/v2_compat.py:96: disable_resource_variables (from tensorflow.python.ops.variable_scope) is deprecated and will be removed in a future version.
  3. Instructions for updating:
  4. non-resource variables are not supported in the long term
  5. HOSTNAME: goku.bu.edu
  6. WARNING:tensorflow:Variable += will be deprecated. Use variable.assign_add if you want assignment to the variable value or 'x = x + y' if you want a new python Tensor object.
  7. WARNING:tensorflow:Variable += will be deprecated. Use variable.assign_add if you want assignment to the variable value or 'x = x + y' if you want a new python Tensor object.
  8. 2021-06-07 19:03:57.103262: I tensorflow/core/platform/cpu_feature_guard.cc:143] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
  9. 2021-06-07 19:03:57.143977: I tensorflow/core/platform/profile_utils/cpu_utils.cc:102] CPU Frequency: 3597875000 Hz
  10. 2021-06-07 19:03:57.158945: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5a71100 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
  11. 2021-06-07 19:03:57.158995: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version
  12. 2021-06-07 19:03:57.162744: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcuda.so.1
  13. 2021-06-07 19:03:57.645784: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5ad75e0 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices:
  14. 2021-06-07 19:03:57.645832: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): GeForce GTX 1080 Ti, Compute Capability 6.1
  15. 2021-06-07 19:03:57.645846: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (1): GeForce GTX 1080 Ti, Compute Capability 6.1
  16. 2021-06-07 19:03:57.648704: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1561] Found device 0 with properties:
  17. pciBusID: 0000:05:00.0 name: GeForce GTX 1080 Ti computeCapability: 6.1
  18. coreClock: 1.6705GHz coreCount: 28 deviceMemorySize: 10.92GiB deviceMemoryBandwidth: 451.17GiB/s
  19. 2021-06-07 19:03:57.651780: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1561] Found device 1 with properties:
  20. pciBusID: 0000:06:00.0 name: GeForce GTX 1080 Ti computeCapability: 6.1
  21. coreClock: 1.6705GHz coreCount: 28 deviceMemorySize: 10.92GiB deviceMemoryBandwidth: 451.17GiB/s
  22. 2021-06-07 19:03:57.652100: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcudart.so.10.1'; dlerror: libcudart.so.10.1: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/cuda-10.0/lib64:
  23. 2021-06-07 19:03:57.655247: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10
  24. 2021-06-07 19:03:57.658341: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10
  25. 2021-06-07 19:03:57.658874: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10
  26. 2021-06-07 19:03:57.662478: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10
  27. 2021-06-07 19:03:57.664218: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10
  28. 2021-06-07 19:03:57.670277: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7
  29. 2021-06-07 19:03:57.670327: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1598] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform.
  30. Skipping registering GPU devices...
  31. 2021-06-07 19:03:57.670389: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1102] Device interconnect StreamExecutor with strength 1 edge matrix:
  32. 2021-06-07 19:03:57.670418: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1108] 0 1
  33. 2021-06-07 19:03:57.670445: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1121] 0: N Y
  34. 2021-06-07 19:03:57.670467: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1121] 1: Y N
  35. Device mapping:
  36. /job:localhost/replica:0/task:0/device:XLA_CPU:0 -> device: XLA_CPU device
  37. /job:localhost/replica:0/task:0/device:XLA_GPU:0 -> device: XLA_GPU device
  38. /job:localhost/replica:0/task:0/device:XLA_GPU:1 -> device: XLA_GPU device
  39. 2021-06-07 19:03:57.683057: I tensorflow/core/common_runtime/direct_session.cc:359] Device mapping:
  40. /job:localhost/replica:0/task:0/device:XLA_CPU:0 -> device: XLA_CPU device
  41. /job:localhost/replica:0/task:0/device:XLA_GPU:0 -> device: XLA_GPU device
  42. /job:localhost/replica:0/task:0/device:XLA_GPU:1 -> device: XLA_GPU device
  43.  
  44. transform_net1/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:CPU:0
  45. 2021-06-07 19:03:57.717418: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:CPU:0
  46. transform_net1/tconv1/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  47. 2021-06-07 19:03:57.717467: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  48. transform_net1/tconv1/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  49. 2021-06-07 19:03:57.717504: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  50. transform_net1/tconv1/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  51. 2021-06-07 19:03:57.717526: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  52. transform_net1/tconv1/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  53. 2021-06-07 19:03:57.717556: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  54. transform_net1/tconv1/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  55. 2021-06-07 19:03:57.717583: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  56. transform_net1/tconv1/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  57. 2021-06-07 19:03:57.717610: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  58. transform_net1/tconv1/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  59. 2021-06-07 19:03:57.717637: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  60. transform_net1/tconv1/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  61. 2021-06-07 19:03:57.717661: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  62. transform_net1/tconv1/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  63. 2021-06-07 19:03:57.717692: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  64. transform_net1/tconv1/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  65. 2021-06-07 19:03:57.717716: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  66. transform_net1/tconv1/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  67. 2021-06-07 19:03:57.717739: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  68. transform_net1/tconv1/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  69. 2021-06-07 19:03:57.717767: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  70. transform_net1/tconv1/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  71. 2021-06-07 19:03:57.717788: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  72. transform_net1/tconv1/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  73. 2021-06-07 19:03:57.717815: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  74. 2021-06-07 19:03:57.717935: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  75. /job:localhost/replica:0/task:0/device:CPU:0].
  76. See below for details of this colocation group:
  77. Colocation Debug Info:
  78. Colocation group had the following types and supported devices:
  79. 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_=[]
  80. Identity: CPU XLA_CPU XLA_GPU
  81. VariableV2: CPU
  82. Assign: CPU
  83.  
  84. Colocation members, user-requested devices, and framework assigned devices, if any:
  85. transform_net1/tconv1/bn/beta (VariableV2) /device:GPU:0
  86. transform_net1/tconv1/bn/beta/Assign (Assign) /device:GPU:0
  87. transform_net1/tconv1/bn/beta/read (Identity) /device:GPU:0
  88. save/Assign_43 (Assign) /device:GPU:0
  89.  
  90. transform_net1/tconv1/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  91. 2021-06-07 19:03:57.718043: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  92. transform_net1/tconv1/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  93. 2021-06-07 19:03:57.718069: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  94. transform_net1/tconv1/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  95. 2021-06-07 19:03:57.718090: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  96. 2021-06-07 19:03:57.718158: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  97. /job:localhost/replica:0/task:0/device:CPU:0].
  98. See below for details of this colocation group:
  99. Colocation Debug Info:
  100. Colocation group had the following types and supported devices:
  101. 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_=[]
  102. Identity: CPU XLA_CPU XLA_GPU
  103. VariableV2: CPU
  104. Assign: CPU
  105.  
  106. Colocation members, user-requested devices, and framework assigned devices, if any:
  107. transform_net1/tconv1/bn/gamma (VariableV2) /device:GPU:0
  108. transform_net1/tconv1/bn/gamma/Assign (Assign) /device:GPU:0
  109. transform_net1/tconv1/bn/gamma/read (Identity) /device:GPU:0
  110. save/Assign_44 (Assign) /device:GPU:0
  111.  
  112. transform_net1/tconv1/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  113. 2021-06-07 19:03:57.718262: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  114. transform_net1/tconv1/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  115. 2021-06-07 19:03:57.718285: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  116. transform_net1/tconv1/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  117. 2021-06-07 19:03:57.718305: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  118. transform_net1/tconv1/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  119. 2021-06-07 19:03:57.718332: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  120. transform_net1/tconv1/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  121. 2021-06-07 19:03:57.718358: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  122. transform_net1/tconv1/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  123. 2021-06-07 19:03:57.718382: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  124. transform_net1/tconv1/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  125. 2021-06-07 19:03:57.718406: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  126. transform_net1/tconv1/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  127. 2021-06-07 19:03:57.718434: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  128. transform_net1/tconv1/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  129. 2021-06-07 19:03:57.718459: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  130. transform_net1/tconv1/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  131. 2021-06-07 19:03:57.718485: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  132. transform_net1/tconv1/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  133. 2021-06-07 19:03:57.718510: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  134. transform_net1/tconv1/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  135. 2021-06-07 19:03:57.718537: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  136. transform_net1/tconv1/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  137. 2021-06-07 19:03:57.718565: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  138. 2021-06-07 19:03:57.718664: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  139. /job:localhost/replica:0/task:0/device:CPU:0].
  140. See below for details of this colocation group:
  141. Colocation Debug Info:
  142. Colocation group had the following types and supported devices:
  143. 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_=[]
  144. AssignSub: CPU
  145. Const: CPU XLA_CPU XLA_GPU
  146. Switch: CPU XLA_CPU XLA_GPU
  147. Assign: CPU
  148. VariableV2: CPU
  149. Identity: CPU XLA_CPU XLA_GPU
  150. RefSwitch: CPU
  151.  
  152. Colocation members, user-requested devices, and framework assigned devices, if any:
  153. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  154. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  155. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  156. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  157. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  158. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  159. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  160. transform_net1/tconv1/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  161. save/Assign_45 (Assign) /device:GPU:0
  162.  
  163. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  164. 2021-06-07 19:03:57.718819: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  165. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  166. 2021-06-07 19:03:57.718847: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  167. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  168. 2021-06-07 19:03:57.718872: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  169. 2021-06-07 19:03:57.718960: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  170. /job:localhost/replica:0/task:0/device:CPU:0].
  171. See below for details of this colocation group:
  172. Colocation Debug Info:
  173. Colocation group had the following types and supported devices:
  174. 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_=[]
  175. AssignSub: CPU
  176. Const: CPU XLA_CPU XLA_GPU
  177. Switch: CPU XLA_CPU XLA_GPU
  178. Assign: CPU
  179. VariableV2: CPU
  180. Identity: CPU XLA_CPU XLA_GPU
  181. RefSwitch: CPU
  182.  
  183. Colocation members, user-requested devices, and framework assigned devices, if any:
  184. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  185. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  186. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  187. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  188. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  189. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  190. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  191. transform_net1/tconv1/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  192. save/Assign_46 (Assign) /device:GPU:0
  193.  
  194. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  195. 2021-06-07 19:03:57.719115: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  196. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  197. 2021-06-07 19:03:57.719142: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  198. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  199. 2021-06-07 19:03:57.719167: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  200. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  201. 2021-06-07 19:03:57.719196: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  202. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  203. 2021-06-07 19:03:57.719218: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  204. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  205. 2021-06-07 19:03:57.719243: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  206. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  207. 2021-06-07 19:03:57.719270: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  208. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  209. 2021-06-07 19:03:57.719300: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  210. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  211. 2021-06-07 19:03:57.719324: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  212. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  213. 2021-06-07 19:03:57.719348: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  214. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  215. 2021-06-07 19:03:57.719375: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  216. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  217. 2021-06-07 19:03:57.719400: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  218. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  219. 2021-06-07 19:03:57.719427: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  220. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  221. 2021-06-07 19:03:57.719453: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  222. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  223. 2021-06-07 19:03:57.719482: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  224. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  225. 2021-06-07 19:03:57.719506: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  226. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  227. 2021-06-07 19:03:57.719531: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  228. transform_net1/tconv1/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  229. 2021-06-07 19:03:57.719558: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  230. transform_net1/tconv1/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  231. 2021-06-07 19:03:57.719580: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  232. transform_net1/tconv1/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  233. 2021-06-07 19:03:57.719626: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  234. transform_net1/tconv1/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  235. 2021-06-07 19:03:57.719658: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  236. transform_net1/tconv1/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  237. 2021-06-07 19:03:57.719676: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  238. transform_net1/tconv1/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  239. 2021-06-07 19:03:57.719691: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  240. transform_net1/tconv1/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  241. 2021-06-07 19:03:57.719706: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  242. transform_net1/tconv1/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  243. 2021-06-07 19:03:57.719720: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  244. transform_net1/tconv1/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  245. 2021-06-07 19:03:57.719735: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  246. transform_net1/tconv1/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  247. 2021-06-07 19:03:57.719748: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  248. transform_net1/tconv1/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  249. 2021-06-07 19:03:57.719762: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  250. transform_net1/tconv1/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  251. 2021-06-07 19:03:57.719775: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  252. transform_net1/tconv1/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  253. 2021-06-07 19:03:57.719789: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  254. transform_net1/tconv1/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  255. 2021-06-07 19:03:57.719801: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  256. transform_net1/tconv1/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  257. 2021-06-07 19:03:57.719813: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  258. transform_net1/tconv1/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  259. 2021-06-07 19:03:57.719827: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  260. transform_net1/tconv1/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  261. 2021-06-07 19:03:57.719842: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  262. transform_net1/tconv1/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  263. 2021-06-07 19:03:57.719857: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  264. transform_net1/tconv1/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  265. 2021-06-07 19:03:57.719891: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  266. transform_net1/tconv1/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  267. 2021-06-07 19:03:57.719907: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  268. transform_net1/tconv1/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  269. 2021-06-07 19:03:57.719921: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  270. transform_net1/tconv1/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  271. 2021-06-07 19:03:57.719935: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  272. transform_net1/tconv1/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  273. 2021-06-07 19:03:57.719949: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  274. transform_net1/tconv1/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  275. 2021-06-07 19:03:57.719963: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  276. transform_net1/tconv1/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  277. 2021-06-07 19:03:57.719977: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  278. transform_net1/tconv2/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  279. 2021-06-07 19:03:57.719992: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  280. transform_net1/tconv2/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  281. 2021-06-07 19:03:57.720005: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  282. transform_net1/tconv2/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  283. 2021-06-07 19:03:57.720018: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  284. transform_net1/tconv2/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  285. 2021-06-07 19:03:57.720030: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  286. transform_net1/tconv2/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  287. 2021-06-07 19:03:57.720042: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  288. transform_net1/tconv2/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  289. 2021-06-07 19:03:57.720054: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  290. transform_net1/tconv2/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  291. 2021-06-07 19:03:57.720066: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  292. transform_net1/tconv2/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  293. 2021-06-07 19:03:57.720080: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  294. transform_net1/tconv2/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  295. 2021-06-07 19:03:57.720095: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  296. transform_net1/tconv2/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  297. 2021-06-07 19:03:57.720109: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  298. transform_net1/tconv2/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  299. 2021-06-07 19:03:57.720123: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  300. transform_net1/tconv2/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  301. 2021-06-07 19:03:57.720274: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  302. transform_net1/tconv2/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  303. 2021-06-07 19:03:57.720303: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  304. transform_net1/tconv2/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  305. 2021-06-07 19:03:57.720332: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  306. 2021-06-07 19:03:57.720406: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  307. /job:localhost/replica:0/task:0/device:CPU:0].
  308. See below for details of this colocation group:
  309. Colocation Debug Info:
  310. Colocation group had the following types and supported devices:
  311. 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_=[]
  312. Identity: CPU XLA_CPU XLA_GPU
  313. VariableV2: CPU
  314. Assign: CPU
  315.  
  316. Colocation members, user-requested devices, and framework assigned devices, if any:
  317. transform_net1/tconv2/bn/beta (VariableV2) /device:GPU:0
  318. transform_net1/tconv2/bn/beta/Assign (Assign) /device:GPU:0
  319. transform_net1/tconv2/bn/beta/read (Identity) /device:GPU:0
  320. save/Assign_49 (Assign) /device:GPU:0
  321.  
  322. transform_net1/tconv2/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  323. 2021-06-07 19:03:57.720521: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  324. transform_net1/tconv2/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  325. 2021-06-07 19:03:57.720546: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  326. transform_net1/tconv2/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  327. 2021-06-07 19:03:57.720571: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  328. 2021-06-07 19:03:57.720644: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  329. /job:localhost/replica:0/task:0/device:CPU:0].
  330. See below for details of this colocation group:
  331. Colocation Debug Info:
  332. Colocation group had the following types and supported devices:
  333. 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_=[]
  334. Identity: CPU XLA_CPU XLA_GPU
  335. VariableV2: CPU
  336. Assign: CPU
  337.  
  338. Colocation members, user-requested devices, and framework assigned devices, if any:
  339. transform_net1/tconv2/bn/gamma (VariableV2) /device:GPU:0
  340. transform_net1/tconv2/bn/gamma/Assign (Assign) /device:GPU:0
  341. transform_net1/tconv2/bn/gamma/read (Identity) /device:GPU:0
  342. save/Assign_50 (Assign) /device:GPU:0
  343.  
  344. transform_net1/tconv2/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  345. 2021-06-07 19:03:57.720756: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  346. transform_net1/tconv2/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  347. 2021-06-07 19:03:57.720782: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  348. transform_net1/tconv2/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  349. 2021-06-07 19:03:57.720807: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  350. transform_net1/tconv2/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  351. 2021-06-07 19:03:57.720835: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  352. transform_net1/tconv2/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  353. 2021-06-07 19:03:57.720862: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  354. transform_net1/tconv2/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  355. 2021-06-07 19:03:57.720891: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  356. transform_net1/tconv2/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  357. 2021-06-07 19:03:57.720919: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  358. transform_net1/tconv2/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  359. 2021-06-07 19:03:57.720947: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  360. transform_net1/tconv2/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  361. 2021-06-07 19:03:57.720975: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  362. transform_net1/tconv2/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  363. 2021-06-07 19:03:57.721003: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  364. transform_net1/tconv2/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  365. 2021-06-07 19:03:57.721031: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  366. transform_net1/tconv2/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  367. 2021-06-07 19:03:57.721060: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  368. transform_net1/tconv2/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  369. 2021-06-07 19:03:57.721088: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  370. 2021-06-07 19:03:57.721180: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  371. /job:localhost/replica:0/task:0/device:CPU:0].
  372. See below for details of this colocation group:
  373. Colocation Debug Info:
  374. Colocation group had the following types and supported devices:
  375. 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_=[]
  376. AssignSub: CPU
  377. Const: CPU XLA_CPU XLA_GPU
  378. Switch: CPU XLA_CPU XLA_GPU
  379. Assign: CPU
  380. VariableV2: CPU
  381. Identity: CPU XLA_CPU XLA_GPU
  382. RefSwitch: CPU
  383.  
  384. Colocation members, user-requested devices, and framework assigned devices, if any:
  385. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  386. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  387. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  388. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  389. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  390. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  391. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  392. transform_net1/tconv2/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  393. save/Assign_51 (Assign) /device:GPU:0
  394.  
  395. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  396. 2021-06-07 19:03:57.721342: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  397. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  398. 2021-06-07 19:03:57.721372: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  399. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  400. 2021-06-07 19:03:57.721399: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  401. 2021-06-07 19:03:57.721489: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  402. /job:localhost/replica:0/task:0/device:CPU:0].
  403. See below for details of this colocation group:
  404. Colocation Debug Info:
  405. Colocation group had the following types and supported devices:
  406. 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_=[]
  407. AssignSub: CPU
  408. Const: CPU XLA_CPU XLA_GPU
  409. Switch: CPU XLA_CPU XLA_GPU
  410. Assign: CPU
  411. VariableV2: CPU
  412. Identity: CPU XLA_CPU XLA_GPU
  413. RefSwitch: CPU
  414.  
  415. Colocation members, user-requested devices, and framework assigned devices, if any:
  416. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  417. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  418. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  419. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  420. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  421. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  422. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  423. transform_net1/tconv2/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  424. save/Assign_52 (Assign) /device:GPU:0
  425.  
  426. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  427. 2021-06-07 19:03:57.721659: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  428. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  429. 2021-06-07 19:03:57.721688: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  430. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  431. 2021-06-07 19:03:57.721714: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  432. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  433. 2021-06-07 19:03:57.721743: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  434. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  435. 2021-06-07 19:03:57.721769: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  436. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  437. 2021-06-07 19:03:57.721794: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  438. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  439. 2021-06-07 19:03:57.721824: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  440. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  441. 2021-06-07 19:03:57.721853: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  442. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  443. 2021-06-07 19:03:57.721874: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  444. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  445. 2021-06-07 19:03:57.721901: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  446. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  447. 2021-06-07 19:03:57.721926: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  448. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  449. 2021-06-07 19:03:57.721952: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  450. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  451. 2021-06-07 19:03:57.721977: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  452. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  453. 2021-06-07 19:03:57.722007: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  454. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  455. 2021-06-07 19:03:57.722035: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  456. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  457. 2021-06-07 19:03:57.722062: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  458. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  459. 2021-06-07 19:03:57.722088: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  460. transform_net1/tconv2/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  461. 2021-06-07 19:03:57.722116: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  462. transform_net1/tconv2/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  463. 2021-06-07 19:03:57.722141: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  464. transform_net1/tconv2/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  465. 2021-06-07 19:03:57.722171: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  466. transform_net1/tconv2/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  467. 2021-06-07 19:03:57.722196: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  468. transform_net1/tconv2/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  469. 2021-06-07 19:03:57.722226: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  470. transform_net1/tconv2/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  471. 2021-06-07 19:03:57.722254: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  472. transform_net1/tconv2/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  473. 2021-06-07 19:03:57.722283: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  474. transform_net1/tconv2/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  475. 2021-06-07 19:03:57.722311: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  476. transform_net1/tconv2/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  477. 2021-06-07 19:03:57.722339: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  478. transform_net1/tconv2/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  479. 2021-06-07 19:03:57.722365: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  480. transform_net1/tconv2/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  481. 2021-06-07 19:03:57.722393: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  482. transform_net1/tconv2/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  483. 2021-06-07 19:03:57.722419: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  484. transform_net1/tconv2/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  485. 2021-06-07 19:03:57.722442: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  486. transform_net1/tconv2/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  487. 2021-06-07 19:03:57.722466: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  488. transform_net1/tconv2/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  489. 2021-06-07 19:03:57.722490: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  490. transform_net1/tconv2/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  491. 2021-06-07 19:03:57.722518: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  492. transform_net1/tconv2/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  493. 2021-06-07 19:03:57.722546: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  494. transform_net1/tconv2/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  495. 2021-06-07 19:03:57.722574: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  496. transform_net1/tconv2/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  497. 2021-06-07 19:03:57.722606: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  498. transform_net1/tconv2/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  499. 2021-06-07 19:03:57.722635: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  500. transform_net1/tconv2/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  501. 2021-06-07 19:03:57.722663: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  502. transform_net1/tconv2/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  503. 2021-06-07 19:03:57.722691: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  504. transform_net1/tconv2/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  505. 2021-06-07 19:03:57.722719: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  506. transform_net1/tconv2/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  507. 2021-06-07 19:03:57.722747: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  508. transform_net1/tconv2/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  509. 2021-06-07 19:03:57.722776: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  510. transform_net1/tconv3/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  511. 2021-06-07 19:03:57.722804: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  512. transform_net1/tconv3/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  513. 2021-06-07 19:03:57.722829: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  514. transform_net1/tconv3/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  515. 2021-06-07 19:03:57.722855: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  516. transform_net1/tconv3/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  517. 2021-06-07 19:03:57.722880: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  518. transform_net1/tconv3/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  519. 2021-06-07 19:03:57.722906: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  520. transform_net1/tconv3/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  521. 2021-06-07 19:03:57.722932: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  522. transform_net1/tconv3/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  523. 2021-06-07 19:03:57.722958: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  524. transform_net1/tconv3/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  525. 2021-06-07 19:03:57.722986: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  526. transform_net1/tconv3/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  527. 2021-06-07 19:03:57.723014: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  528. transform_net1/tconv3/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  529. 2021-06-07 19:03:57.723043: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  530. transform_net1/tconv3/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  531. 2021-06-07 19:03:57.723071: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  532. transform_net1/tconv3/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  533. 2021-06-07 19:03:57.723097: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  534. transform_net1/tconv3/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  535. 2021-06-07 19:03:57.723123: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  536. transform_net1/tconv3/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  537. 2021-06-07 19:03:57.723151: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  538. 2021-06-07 19:03:57.723217: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  539. /job:localhost/replica:0/task:0/device:CPU:0].
  540. See below for details of this colocation group:
  541. Colocation Debug Info:
  542. Colocation group had the following types and supported devices:
  543. 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_=[]
  544. Identity: CPU XLA_CPU XLA_GPU
  545. VariableV2: CPU
  546. Assign: CPU
  547.  
  548. Colocation members, user-requested devices, and framework assigned devices, if any:
  549. transform_net1/tconv3/bn/beta (VariableV2) /device:GPU:0
  550. transform_net1/tconv3/bn/beta/Assign (Assign) /device:GPU:0
  551. transform_net1/tconv3/bn/beta/read (Identity) /device:GPU:0
  552. save/Assign_55 (Assign) /device:GPU:0
  553.  
  554. transform_net1/tconv3/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  555. 2021-06-07 19:03:57.723335: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  556. transform_net1/tconv3/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  557. 2021-06-07 19:03:57.723361: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  558. transform_net1/tconv3/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  559. 2021-06-07 19:03:57.723387: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  560. 2021-06-07 19:03:57.723450: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  561. /job:localhost/replica:0/task:0/device:CPU:0].
  562. See below for details of this colocation group:
  563. Colocation Debug Info:
  564. Colocation group had the following types and supported devices:
  565. 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_=[]
  566. Identity: CPU XLA_CPU XLA_GPU
  567. VariableV2: CPU
  568. Assign: CPU
  569.  
  570. Colocation members, user-requested devices, and framework assigned devices, if any:
  571. transform_net1/tconv3/bn/gamma (VariableV2) /device:GPU:0
  572. transform_net1/tconv3/bn/gamma/Assign (Assign) /device:GPU:0
  573. transform_net1/tconv3/bn/gamma/read (Identity) /device:GPU:0
  574. save/Assign_56 (Assign) /device:GPU:0
  575.  
  576. transform_net1/tconv3/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  577. 2021-06-07 19:03:57.723563: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  578. transform_net1/tconv3/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  579. 2021-06-07 19:03:57.723588: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  580. transform_net1/tconv3/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  581. 2021-06-07 19:03:57.723619: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  582. transform_net1/tconv3/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  583. 2021-06-07 19:03:57.723648: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  584. transform_net1/tconv3/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  585. 2021-06-07 19:03:57.723676: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  586. transform_net1/tconv3/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  587. 2021-06-07 19:03:57.723705: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  588. transform_net1/tconv3/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  589. 2021-06-07 19:03:57.723733: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  590. transform_net1/tconv3/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  591. 2021-06-07 19:03:57.723762: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  592. transform_net1/tconv3/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  593. 2021-06-07 19:03:57.723791: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  594. transform_net1/tconv3/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  595. 2021-06-07 19:03:57.723819: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  596. transform_net1/tconv3/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  597. 2021-06-07 19:03:57.723847: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  598. transform_net1/tconv3/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  599. 2021-06-07 19:03:57.723875: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  600. transform_net1/tconv3/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  601. 2021-06-07 19:03:57.723903: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  602. 2021-06-07 19:03:57.724006: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  603. /job:localhost/replica:0/task:0/device:CPU:0].
  604. See below for details of this colocation group:
  605. Colocation Debug Info:
  606. Colocation group had the following types and supported devices:
  607. 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_=[]
  608. AssignSub: CPU
  609. Fill: CPU XLA_CPU XLA_GPU
  610. Const: CPU XLA_CPU XLA_GPU
  611. Switch: CPU XLA_CPU XLA_GPU
  612. RefSwitch: CPU
  613. Identity: CPU XLA_CPU XLA_GPU
  614. VariableV2: CPU
  615. Assign: CPU
  616.  
  617. Colocation members, user-requested devices, and framework assigned devices, if any:
  618. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor (Const)
  619. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/Const (Const)
  620. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Fill)
  621. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  622. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  623. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  624. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  625. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  626. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  627. transform_net1/tconv3/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  628. save/Assign_57 (Assign) /device:GPU:0
  629.  
  630. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  631. 2021-06-07 19:03:57.724196: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  632. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  633. 2021-06-07 19:03:57.724228: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  634. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  635. 2021-06-07 19:03:57.724254: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  636. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  637. 2021-06-07 19:03:57.724280: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  638. 2021-06-07 19:03:57.724381: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  639. /job:localhost/replica:0/task:0/device:CPU:0].
  640. See below for details of this colocation group:
  641. Colocation Debug Info:
  642. Colocation group had the following types and supported devices:
  643. 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_=[]
  644. AssignSub: CPU
  645. Fill: CPU XLA_CPU XLA_GPU
  646. Const: CPU XLA_CPU XLA_GPU
  647. Switch: CPU XLA_CPU XLA_GPU
  648. RefSwitch: CPU
  649. Identity: CPU XLA_CPU XLA_GPU
  650. VariableV2: CPU
  651. Assign: CPU
  652.  
  653. Colocation members, user-requested devices, and framework assigned devices, if any:
  654. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor (Const)
  655. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/Const (Const)
  656. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Fill)
  657. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  658. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  659. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  660. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  661. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  662. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  663. transform_net1/tconv3/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  664. save/Assign_58 (Assign) /device:GPU:0
  665.  
  666. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  667. 2021-06-07 19:03:57.724567: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  668. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  669. 2021-06-07 19:03:57.724601: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  670. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  671. 2021-06-07 19:03:57.724627: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  672. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  673. 2021-06-07 19:03:57.724653: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  674. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  675. 2021-06-07 19:03:57.724682: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  676. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  677. 2021-06-07 19:03:57.724708: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  678. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  679. 2021-06-07 19:03:57.724733: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  680. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  681. 2021-06-07 19:03:57.724762: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  682. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  683. 2021-06-07 19:03:57.724791: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  684. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  685. 2021-06-07 19:03:57.724817: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  686. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  687. 2021-06-07 19:03:57.724843: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  688. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  689. 2021-06-07 19:03:57.724871: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  690. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  691. 2021-06-07 19:03:57.724897: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  692. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  693. 2021-06-07 19:03:57.724922: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  694. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  695. 2021-06-07 19:03:57.724948: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  696. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  697. 2021-06-07 19:03:57.724976: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  698. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  699. 2021-06-07 19:03:57.725002: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  700. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  701. 2021-06-07 19:03:57.725028: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  702. transform_net1/tconv3/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  703. 2021-06-07 19:03:57.725057: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  704. transform_net1/tconv3/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  705. 2021-06-07 19:03:57.725083: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  706. transform_net1/tconv3/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  707. 2021-06-07 19:03:57.725111: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  708. transform_net1/tconv3/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  709. 2021-06-07 19:03:57.725137: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  710. transform_net1/tconv3/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  711. 2021-06-07 19:03:57.725165: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  712. transform_net1/tconv3/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  713. 2021-06-07 19:03:57.725194: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  714. transform_net1/tconv3/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  715. 2021-06-07 19:03:57.725222: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  716. transform_net1/tconv3/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  717. 2021-06-07 19:03:57.725250: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  718. transform_net1/tconv3/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  719. 2021-06-07 19:03:57.725278: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  720. transform_net1/tconv3/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  721. 2021-06-07 19:03:57.725304: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  722. transform_net1/tconv3/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  723. 2021-06-07 19:03:57.725332: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  724. transform_net1/tconv3/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  725. 2021-06-07 19:03:57.725358: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  726. transform_net1/tconv3/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  727. 2021-06-07 19:03:57.725386: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  728. transform_net1/tconv3/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  729. 2021-06-07 19:03:57.725412: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  730. transform_net1/tconv3/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  731. 2021-06-07 19:03:57.725438: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  732. transform_net1/tconv3/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  733. 2021-06-07 19:03:57.725466: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  734. transform_net1/tconv3/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  735. 2021-06-07 19:03:57.725495: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  736. transform_net1/tconv3/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  737. 2021-06-07 19:03:57.725523: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  738. transform_net1/tconv3/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  739. 2021-06-07 19:03:57.725551: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  740. transform_net1/tconv3/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  741. 2021-06-07 19:03:57.725579: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  742. transform_net1/tconv3/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  743. 2021-06-07 19:03:57.725609: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  744. transform_net1/tconv3/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  745. 2021-06-07 19:03:57.725636: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  746. transform_net1/tconv3/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  747. 2021-06-07 19:03:57.725665: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  748. transform_net1/tconv3/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  749. 2021-06-07 19:03:57.725693: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  750. transform_net1/tconv3/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  751. 2021-06-07 19:03:57.725721: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  752. transform_net1/tmaxpool/transform_net1/tmaxpool: (MaxPool): /job:localhost/replica:0/task:0/device:CPU:0
  753. 2021-06-07 19:03:57.725749: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tmaxpool/transform_net1/tmaxpool: (MaxPool): /job:localhost/replica:0/task:0/device:CPU:0
  754. transform_net1/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0
  755. 2021-06-07 19:03:57.725777: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0
  756. transform_net1/tfc1/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  757. 2021-06-07 19:03:57.725806: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  758. transform_net1/tfc1/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  759. 2021-06-07 19:03:57.725832: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  760. transform_net1/tfc1/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  761. 2021-06-07 19:03:57.725858: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  762. transform_net1/tfc1/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  763. 2021-06-07 19:03:57.725884: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  764. transform_net1/tfc1/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  765. 2021-06-07 19:03:57.725909: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  766. transform_net1/tfc1/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  767. 2021-06-07 19:03:57.725935: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  768. transform_net1/tfc1/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  769. 2021-06-07 19:03:57.725961: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  770. transform_net1/tfc1/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  771. 2021-06-07 19:03:57.725989: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  772. transform_net1/tfc1/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  773. 2021-06-07 19:03:57.726017: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  774. transform_net1/tfc1/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  775. 2021-06-07 19:03:57.726045: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  776. transform_net1/tfc1/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  777. 2021-06-07 19:03:57.726071: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  778. transform_net1/tfc1/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  779. 2021-06-07 19:03:57.726095: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  780. transform_net1/tfc1/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  781. 2021-06-07 19:03:57.726121: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  782. transform_net1/tfc1/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  783. 2021-06-07 19:03:57.726149: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  784. 2021-06-07 19:03:57.726215: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  785. /job:localhost/replica:0/task:0/device:CPU:0].
  786. See below for details of this colocation group:
  787. Colocation Debug Info:
  788. Colocation group had the following types and supported devices:
  789. 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_=[]
  790. Identity: CPU XLA_CPU XLA_GPU
  791. VariableV2: CPU
  792. Assign: CPU
  793.  
  794. Colocation members, user-requested devices, and framework assigned devices, if any:
  795. transform_net1/tfc1/bn/beta (VariableV2) /device:GPU:0
  796. transform_net1/tfc1/bn/beta/Assign (Assign) /device:GPU:0
  797. transform_net1/tfc1/bn/beta/read (Identity) /device:GPU:0
  798. save/Assign_61 (Assign) /device:GPU:0
  799.  
  800. transform_net1/tfc1/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  801. 2021-06-07 19:03:57.726325: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  802. transform_net1/tfc1/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  803. 2021-06-07 19:03:57.726351: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  804. transform_net1/tfc1/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  805. 2021-06-07 19:03:57.726376: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  806. 2021-06-07 19:03:57.726438: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  807. /job:localhost/replica:0/task:0/device:CPU:0].
  808. See below for details of this colocation group:
  809. Colocation Debug Info:
  810. Colocation group had the following types and supported devices:
  811. 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_=[]
  812. Identity: CPU XLA_CPU XLA_GPU
  813. VariableV2: CPU
  814. Assign: CPU
  815.  
  816. Colocation members, user-requested devices, and framework assigned devices, if any:
  817. transform_net1/tfc1/bn/gamma (VariableV2) /device:GPU:0
  818. transform_net1/tfc1/bn/gamma/Assign (Assign) /device:GPU:0
  819. transform_net1/tfc1/bn/gamma/read (Identity) /device:GPU:0
  820. save/Assign_62 (Assign) /device:GPU:0
  821.  
  822. transform_net1/tfc1/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  823. 2021-06-07 19:03:57.726552: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  824. transform_net1/tfc1/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  825. 2021-06-07 19:03:57.726577: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  826. transform_net1/tfc1/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  827. 2021-06-07 19:03:57.726607: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  828. transform_net1/tfc1/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  829. 2021-06-07 19:03:57.726638: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  830. transform_net1/tfc1/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  831. 2021-06-07 19:03:57.726662: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  832. transform_net1/tfc1/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  833. 2021-06-07 19:03:57.726691: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  834. transform_net1/tfc1/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  835. 2021-06-07 19:03:57.726720: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  836. transform_net1/tfc1/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  837. 2021-06-07 19:03:57.726748: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  838. transform_net1/tfc1/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  839. 2021-06-07 19:03:57.726776: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  840. transform_net1/tfc1/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  841. 2021-06-07 19:03:57.726804: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  842. transform_net1/tfc1/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  843. 2021-06-07 19:03:57.726832: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  844. transform_net1/tfc1/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  845. 2021-06-07 19:03:57.726860: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  846. transform_net1/tfc1/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  847. 2021-06-07 19:03:57.726888: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  848. 2021-06-07 19:03:57.726979: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  849. /job:localhost/replica:0/task:0/device:CPU:0].
  850. See below for details of this colocation group:
  851. Colocation Debug Info:
  852. Colocation group had the following types and supported devices:
  853. 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_=[]
  854. AssignSub: CPU
  855. Const: CPU XLA_CPU XLA_GPU
  856. Switch: CPU XLA_CPU XLA_GPU
  857. Assign: CPU
  858. VariableV2: CPU
  859. Identity: CPU XLA_CPU XLA_GPU
  860. RefSwitch: CPU
  861.  
  862. Colocation members, user-requested devices, and framework assigned devices, if any:
  863. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  864. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  865. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  866. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  867. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  868. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  869. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  870. transform_net1/tfc1/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  871. save/Assign_63 (Assign) /device:GPU:0
  872.  
  873. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  874. 2021-06-07 19:03:57.727140: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  875. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  876. 2021-06-07 19:03:57.727167: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  877. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  878. 2021-06-07 19:03:57.727194: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  879. 2021-06-07 19:03:57.727283: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  880. /job:localhost/replica:0/task:0/device:CPU:0].
  881. See below for details of this colocation group:
  882. Colocation Debug Info:
  883. Colocation group had the following types and supported devices:
  884. 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_=[]
  885. AssignSub: CPU
  886. Const: CPU XLA_CPU XLA_GPU
  887. Switch: CPU XLA_CPU XLA_GPU
  888. Assign: CPU
  889. VariableV2: CPU
  890. Identity: CPU XLA_CPU XLA_GPU
  891. RefSwitch: CPU
  892.  
  893. Colocation members, user-requested devices, and framework assigned devices, if any:
  894. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  895. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  896. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  897. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  898. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  899. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  900. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  901. transform_net1/tfc1/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  902. save/Assign_64 (Assign) /device:GPU:0
  903.  
  904. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  905. 2021-06-07 19:03:57.727444: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  906. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  907. 2021-06-07 19:03:57.727470: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  908. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  909. 2021-06-07 19:03:57.727498: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  910. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  911. 2021-06-07 19:03:57.727526: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  912. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  913. 2021-06-07 19:03:57.727553: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  914. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  915. 2021-06-07 19:03:57.727577: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  916. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  917. 2021-06-07 19:03:57.727614: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  918. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  919. 2021-06-07 19:03:57.727643: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  920. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  921. 2021-06-07 19:03:57.727668: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  922. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  923. 2021-06-07 19:03:57.727693: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  924. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  925. 2021-06-07 19:03:57.727720: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  926. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  927. 2021-06-07 19:03:57.727745: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  928. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  929. 2021-06-07 19:03:57.727773: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  930. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  931. 2021-06-07 19:03:57.727800: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  932. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  933. 2021-06-07 19:03:57.727828: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  934. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  935. 2021-06-07 19:03:57.727853: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  936. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  937. 2021-06-07 19:03:57.727877: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  938. transform_net1/tfc1/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  939. 2021-06-07 19:03:57.727904: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  940. transform_net1/tfc1/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  941. 2021-06-07 19:03:57.727929: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  942. transform_net1/tfc1/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  943. 2021-06-07 19:03:57.727953: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  944. transform_net1/tfc1/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  945. 2021-06-07 19:03:57.727977: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  946. transform_net1/tfc1/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  947. 2021-06-07 19:03:57.728004: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  948. transform_net1/tfc1/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  949. 2021-06-07 19:03:57.728032: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  950. transform_net1/tfc1/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  951. 2021-06-07 19:03:57.728059: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  952. transform_net1/tfc1/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  953. 2021-06-07 19:03:57.728086: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  954. transform_net1/tfc1/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  955. 2021-06-07 19:03:57.728113: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  956. transform_net1/tfc1/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  957. 2021-06-07 19:03:57.728138: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  958. transform_net1/tfc1/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  959. 2021-06-07 19:03:57.728166: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  960. transform_net1/tfc1/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  961. 2021-06-07 19:03:57.728191: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  962. transform_net1/tfc1/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  963. 2021-06-07 19:03:57.728218: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  964. transform_net1/tfc1/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  965. 2021-06-07 19:03:57.728242: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  966. transform_net1/tfc1/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  967. 2021-06-07 19:03:57.728267: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  968. transform_net1/tfc1/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  969. 2021-06-07 19:03:57.728294: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  970. transform_net1/tfc1/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  971. 2021-06-07 19:03:57.728321: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  972. transform_net1/tfc1/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  973. 2021-06-07 19:03:57.728348: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  974. transform_net1/tfc1/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  975. 2021-06-07 19:03:57.728376: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  976. transform_net1/tfc1/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  977. 2021-06-07 19:03:57.728403: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  978. transform_net1/tfc1/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  979. 2021-06-07 19:03:57.728430: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  980. transform_net1/tfc1/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  981. 2021-06-07 19:03:57.728458: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  982. transform_net1/tfc1/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  983. 2021-06-07 19:03:57.728485: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  984. transform_net1/tfc1/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  985. 2021-06-07 19:03:57.728512: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  986. transform_net1/tfc1/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  987. 2021-06-07 19:03:57.728539: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  988. transform_net1/tfc2/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  989. 2021-06-07 19:03:57.728567: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  990. transform_net1/tfc2/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  991. 2021-06-07 19:03:57.728593: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  992. transform_net1/tfc2/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  993. 2021-06-07 19:03:57.728620: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  994. transform_net1/tfc2/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  995. 2021-06-07 19:03:57.728645: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  996. transform_net1/tfc2/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  997. 2021-06-07 19:03:57.728670: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  998. transform_net1/tfc2/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  999. 2021-06-07 19:03:57.728694: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1000. transform_net1/tfc2/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1001. 2021-06-07 19:03:57.728719: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1002. transform_net1/tfc2/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  1003. 2021-06-07 19:03:57.728746: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  1004. transform_net1/tfc2/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1005. 2021-06-07 19:03:57.728773: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1006. transform_net1/tfc2/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  1007. 2021-06-07 19:03:57.728800: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  1008. transform_net1/tfc2/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1009. 2021-06-07 19:03:57.728828: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1010. transform_net1/tfc2/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1011. 2021-06-07 19:03:57.728852: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1012. transform_net1/tfc2/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1013. 2021-06-07 19:03:57.728874: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1014. transform_net1/tfc2/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  1015. 2021-06-07 19:03:57.728901: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  1016. 2021-06-07 19:03:57.728967: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1017. /job:localhost/replica:0/task:0/device:CPU:0].
  1018. See below for details of this colocation group:
  1019. Colocation Debug Info:
  1020. Colocation group had the following types and supported devices:
  1021. 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_=[]
  1022. Identity: CPU XLA_CPU XLA_GPU
  1023. VariableV2: CPU
  1024. Assign: CPU
  1025.  
  1026. Colocation members, user-requested devices, and framework assigned devices, if any:
  1027. transform_net1/tfc2/bn/beta (VariableV2) /device:GPU:0
  1028. transform_net1/tfc2/bn/beta/Assign (Assign) /device:GPU:0
  1029. transform_net1/tfc2/bn/beta/read (Identity) /device:GPU:0
  1030. save/Assign_67 (Assign) /device:GPU:0
  1031.  
  1032. transform_net1/tfc2/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1033. 2021-06-07 19:03:57.729078: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1034. transform_net1/tfc2/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1035. 2021-06-07 19:03:57.729111: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1036. transform_net1/tfc2/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1037. 2021-06-07 19:03:57.729136: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1038. 2021-06-07 19:03:57.729198: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1039. /job:localhost/replica:0/task:0/device:CPU:0].
  1040. See below for details of this colocation group:
  1041. Colocation Debug Info:
  1042. Colocation group had the following types and supported devices:
  1043. 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_=[]
  1044. Identity: CPU XLA_CPU XLA_GPU
  1045. VariableV2: CPU
  1046. Assign: CPU
  1047.  
  1048. Colocation members, user-requested devices, and framework assigned devices, if any:
  1049. transform_net1/tfc2/bn/gamma (VariableV2) /device:GPU:0
  1050. transform_net1/tfc2/bn/gamma/Assign (Assign) /device:GPU:0
  1051. transform_net1/tfc2/bn/gamma/read (Identity) /device:GPU:0
  1052. save/Assign_68 (Assign) /device:GPU:0
  1053.  
  1054. transform_net1/tfc2/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1055. 2021-06-07 19:03:57.729304: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1056. transform_net1/tfc2/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1057. 2021-06-07 19:03:57.729332: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1058. transform_net1/tfc2/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1059. 2021-06-07 19:03:57.729357: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1060. transform_net1/tfc2/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1061. 2021-06-07 19:03:57.729384: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1062. transform_net1/tfc2/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  1063. 2021-06-07 19:03:57.729411: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  1064. transform_net1/tfc2/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  1065. 2021-06-07 19:03:57.729439: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  1066. transform_net1/tfc2/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1067. 2021-06-07 19:03:57.729466: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1068. transform_net1/tfc2/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1069. 2021-06-07 19:03:57.729493: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1070. transform_net1/tfc2/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1071. 2021-06-07 19:03:57.729520: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1072. transform_net1/tfc2/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1073. 2021-06-07 19:03:57.729548: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1074. transform_net1/tfc2/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1075. 2021-06-07 19:03:57.729572: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1076. transform_net1/tfc2/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1077. 2021-06-07 19:03:57.729599: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1078. transform_net1/tfc2/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1079. 2021-06-07 19:03:57.729624: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1080. 2021-06-07 19:03:57.729713: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1081. /job:localhost/replica:0/task:0/device:CPU:0].
  1082. See below for details of this colocation group:
  1083. Colocation Debug Info:
  1084. Colocation group had the following types and supported devices:
  1085. 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_=[]
  1086. AssignSub: CPU
  1087. Const: CPU XLA_CPU XLA_GPU
  1088. Switch: CPU XLA_CPU XLA_GPU
  1089. Assign: CPU
  1090. VariableV2: CPU
  1091. Identity: CPU XLA_CPU XLA_GPU
  1092. RefSwitch: CPU
  1093.  
  1094. Colocation members, user-requested devices, and framework assigned devices, if any:
  1095. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  1096. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  1097. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  1098. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  1099. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  1100. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  1101. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  1102. transform_net1/tfc2/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  1103. save/Assign_69 (Assign) /device:GPU:0
  1104.  
  1105. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1106. 2021-06-07 19:03:57.729860: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1107. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1108. 2021-06-07 19:03:57.729897: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1109. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1110. 2021-06-07 19:03:57.729916: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1111. 2021-06-07 19:03:57.729987: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1112. /job:localhost/replica:0/task:0/device:CPU:0].
  1113. See below for details of this colocation group:
  1114. Colocation Debug Info:
  1115. Colocation group had the following types and supported devices:
  1116. 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_=[]
  1117. AssignSub: CPU
  1118. Const: CPU XLA_CPU XLA_GPU
  1119. Switch: CPU XLA_CPU XLA_GPU
  1120. Assign: CPU
  1121. VariableV2: CPU
  1122. Identity: CPU XLA_CPU XLA_GPU
  1123. RefSwitch: CPU
  1124.  
  1125. Colocation members, user-requested devices, and framework assigned devices, if any:
  1126. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  1127. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  1128. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  1129. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  1130. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  1131. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  1132. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  1133. transform_net1/tfc2/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  1134. save/Assign_70 (Assign) /device:GPU:0
  1135.  
  1136. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1137. 2021-06-07 19:03:57.730117: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1138. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1139. 2021-06-07 19:03:57.730139: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1140. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1141. 2021-06-07 19:03:57.730157: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1142. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1143. 2021-06-07 19:03:57.730178: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1144. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1145. 2021-06-07 19:03:57.730198: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1146. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1147. 2021-06-07 19:03:57.730219: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1148. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1149. 2021-06-07 19:03:57.730241: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1150. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1151. 2021-06-07 19:03:57.730264: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1152. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1153. 2021-06-07 19:03:57.730285: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1154. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1155. 2021-06-07 19:03:57.730303: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1156. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1157. 2021-06-07 19:03:57.730325: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1158. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1159. 2021-06-07 19:03:57.730343: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1160. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1161. 2021-06-07 19:03:57.730362: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1162. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1163. 2021-06-07 19:03:57.730383: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1164. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1165. 2021-06-07 19:03:57.730405: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1166. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1167. 2021-06-07 19:03:57.730424: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1168. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1169. 2021-06-07 19:03:57.730444: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1170. transform_net1/tfc2/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1171. 2021-06-07 19:03:57.730466: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1172. transform_net1/tfc2/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1173. 2021-06-07 19:03:57.730484: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1174. transform_net1/tfc2/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1175. 2021-06-07 19:03:57.730506: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1176. transform_net1/tfc2/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1177. 2021-06-07 19:03:57.730525: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1178. transform_net1/tfc2/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1179. 2021-06-07 19:03:57.730547: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1180. transform_net1/tfc2/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1181. 2021-06-07 19:03:57.730570: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1182. transform_net1/tfc2/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1183. 2021-06-07 19:03:57.730593: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1184. transform_net1/tfc2/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1185. 2021-06-07 19:03:57.730620: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1186. transform_net1/tfc2/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1187. 2021-06-07 19:03:57.730643: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1188. transform_net1/tfc2/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1189. 2021-06-07 19:03:57.730661: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1190. transform_net1/tfc2/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1191. 2021-06-07 19:03:57.730683: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1192. transform_net1/tfc2/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1193. 2021-06-07 19:03:57.730701: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1194. transform_net1/tfc2/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1195. 2021-06-07 19:03:57.730723: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1196. transform_net1/tfc2/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1197. 2021-06-07 19:03:57.730741: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1198. transform_net1/tfc2/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1199. 2021-06-07 19:03:57.730759: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1200. transform_net1/tfc2/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1201. 2021-06-07 19:03:57.730780: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1202. transform_net1/tfc2/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1203. 2021-06-07 19:03:57.730802: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1204. transform_net1/tfc2/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1205. 2021-06-07 19:03:57.730824: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1206. transform_net1/tfc2/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  1207. 2021-06-07 19:03:57.730846: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  1208. transform_net1/tfc2/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1209. 2021-06-07 19:03:57.730870: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1210. transform_net1/tfc2/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1211. 2021-06-07 19:03:57.730893: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1212. transform_net1/tfc2/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1213. 2021-06-07 19:03:57.730915: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1214. transform_net1/tfc2/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1215. 2021-06-07 19:03:57.730937: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1216. transform_net1/tfc2/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1217. 2021-06-07 19:03:57.730960: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1218. transform_net1/tfc2/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  1219. 2021-06-07 19:03:57.730982: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  1220. 2021-06-07 19:03:57.731039: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1221. /job:localhost/replica:0/task:0/device:CPU:0].
  1222. See below for details of this colocation group:
  1223. Colocation Debug Info:
  1224. Colocation group had the following types and supported devices:
  1225. 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_=[]
  1226. Identity: CPU XLA_CPU XLA_GPU
  1227. Assign: CPU
  1228. Const: CPU XLA_CPU XLA_GPU
  1229. VariableV2: CPU
  1230.  
  1231. Colocation members, user-requested devices, and framework assigned devices, if any:
  1232. transform_net1/transform_XYZ/weights/Initializer/Const (Const)
  1233. transform_net1/transform_XYZ/weights (VariableV2) /device:GPU:0
  1234. transform_net1/transform_XYZ/weights/Assign (Assign) /device:GPU:0
  1235. transform_net1/transform_XYZ/weights/read (Identity) /device:GPU:0
  1236. save/Assign_73 (Assign) /device:GPU:0
  1237.  
  1238. transform_net1/transform_XYZ/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1239. 2021-06-07 19:03:57.731144: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1240. transform_net1/transform_XYZ/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1241. 2021-06-07 19:03:57.731165: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1242. transform_net1/transform_XYZ/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1243. 2021-06-07 19:03:57.731183: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1244. 2021-06-07 19:03:57.731236: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1245. /job:localhost/replica:0/task:0/device:CPU:0].
  1246. See below for details of this colocation group:
  1247. Colocation Debug Info:
  1248. Colocation group had the following types and supported devices:
  1249. 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_=[]
  1250. Identity: CPU XLA_CPU XLA_GPU
  1251. Assign: CPU
  1252. Const: CPU XLA_CPU XLA_GPU
  1253. VariableV2: CPU
  1254.  
  1255. Colocation members, user-requested devices, and framework assigned devices, if any:
  1256. transform_net1/transform_XYZ/biases/Initializer/Const (Const)
  1257. transform_net1/transform_XYZ/biases (VariableV2) /device:GPU:0
  1258. transform_net1/transform_XYZ/biases/Assign (Assign) /device:GPU:0
  1259. transform_net1/transform_XYZ/biases/read (Identity) /device:GPU:0
  1260. save/Assign_72 (Assign) /device:GPU:0
  1261.  
  1262. transform_net1/transform_XYZ/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1263. 2021-06-07 19:03:57.731333: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1264. transform_net1/transform_XYZ/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1265. 2021-06-07 19:03:57.731356: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1266. transform_net1/transform_XYZ/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1267. 2021-06-07 19:03:57.731374: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1268. transform_net1/transform_XYZ/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1269. 2021-06-07 19:03:57.731395: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1270. transform_net1/transform_XYZ/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  1271. 2021-06-07 19:03:57.731418: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  1272. transform_net1/transform_XYZ/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  1273. 2021-06-07 19:03:57.731441: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  1274. transform_net1/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0
  1275. 2021-06-07 19:03:57.731463: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0
  1276. MatMul: (BatchMatMulV2): /job:localhost/replica:0/task:0/device:CPU:0
  1277. 2021-06-07 19:03:57.731486: I tensorflow/core/common_runtime/placer.cc:114] MatMul: (BatchMatMulV2): /job:localhost/replica:0/task:0/device:CPU:0
  1278. ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:CPU:0
  1279. 2021-06-07 19:03:57.731513: I tensorflow/core/common_runtime/placer.cc:114] ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:CPU:0
  1280. conv1/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  1281. 2021-06-07 19:03:57.731536: I tensorflow/core/common_runtime/placer.cc:114] conv1/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  1282. conv1/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1283. 2021-06-07 19:03:57.731555: I tensorflow/core/common_runtime/placer.cc:114] conv1/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1284. conv1/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1285. 2021-06-07 19:03:57.731572: I tensorflow/core/common_runtime/placer.cc:114] conv1/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1286. conv1/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  1287. 2021-06-07 19:03:57.731590: I tensorflow/core/common_runtime/placer.cc:114] conv1/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  1288. conv1/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1289. 2021-06-07 19:03:57.731611: I tensorflow/core/common_runtime/placer.cc:114] conv1/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1290. conv1/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1291. 2021-06-07 19:03:57.731629: I tensorflow/core/common_runtime/placer.cc:114] conv1/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1292. conv1/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1293. 2021-06-07 19:03:57.731647: I tensorflow/core/common_runtime/placer.cc:114] conv1/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1294. conv1/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  1295. 2021-06-07 19:03:57.731668: I tensorflow/core/common_runtime/placer.cc:114] conv1/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  1296. conv1/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1297. 2021-06-07 19:03:57.731690: I tensorflow/core/common_runtime/placer.cc:114] conv1/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1298. conv1/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  1299. 2021-06-07 19:03:57.731712: I tensorflow/core/common_runtime/placer.cc:114] conv1/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  1300. conv1/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1301. 2021-06-07 19:03:57.731736: I tensorflow/core/common_runtime/placer.cc:114] conv1/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1302. conv1/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1303. 2021-06-07 19:03:57.731754: I tensorflow/core/common_runtime/placer.cc:114] conv1/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1304. conv1/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1305. 2021-06-07 19:03:57.731771: I tensorflow/core/common_runtime/placer.cc:114] conv1/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1306. conv1/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  1307. 2021-06-07 19:03:57.731793: I tensorflow/core/common_runtime/placer.cc:114] conv1/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  1308. 2021-06-07 19:03:57.731845: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1309. /job:localhost/replica:0/task:0/device:CPU:0].
  1310. See below for details of this colocation group:
  1311. Colocation Debug Info:
  1312. Colocation group had the following types and supported devices:
  1313. 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_=[]
  1314. Identity: CPU XLA_CPU XLA_GPU
  1315. VariableV2: CPU
  1316. Assign: CPU
  1317.  
  1318. Colocation members, user-requested devices, and framework assigned devices, if any:
  1319. conv1/bn/beta (VariableV2) /device:GPU:0
  1320. conv1/bn/beta/Assign (Assign) /device:GPU:0
  1321. conv1/bn/beta/read (Identity) /device:GPU:0
  1322. save/Assign_1 (Assign) /device:GPU:0
  1323.  
  1324. conv1/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1325. 2021-06-07 19:03:57.731928: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1326. conv1/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1327. 2021-06-07 19:03:57.731947: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1328. conv1/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1329. 2021-06-07 19:03:57.731964: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1330. 2021-06-07 19:03:57.732014: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1331. /job:localhost/replica:0/task:0/device:CPU:0].
  1332. See below for details of this colocation group:
  1333. Colocation Debug Info:
  1334. Colocation group had the following types and supported devices:
  1335. 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_=[]
  1336. Identity: CPU XLA_CPU XLA_GPU
  1337. VariableV2: CPU
  1338. Assign: CPU
  1339.  
  1340. Colocation members, user-requested devices, and framework assigned devices, if any:
  1341. conv1/bn/gamma (VariableV2) /device:GPU:0
  1342. conv1/bn/gamma/Assign (Assign) /device:GPU:0
  1343. conv1/bn/gamma/read (Identity) /device:GPU:0
  1344. save/Assign_4 (Assign) /device:GPU:0
  1345.  
  1346. conv1/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1347. 2021-06-07 19:03:57.732104: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1348. conv1/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1349. 2021-06-07 19:03:57.732124: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1350. conv1/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1351. 2021-06-07 19:03:57.732143: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1352. conv1/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1353. 2021-06-07 19:03:57.732165: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1354. conv1/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  1355. 2021-06-07 19:03:57.732188: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  1356. conv1/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  1357. 2021-06-07 19:03:57.732211: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  1358. conv1/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1359. 2021-06-07 19:03:57.732234: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1360. conv1/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1361. 2021-06-07 19:03:57.732255: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1362. conv1/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1363. 2021-06-07 19:03:57.732277: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1364. conv1/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1365. 2021-06-07 19:03:57.732300: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1366. conv1/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1367. 2021-06-07 19:03:57.732324: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1368. conv1/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1369. 2021-06-07 19:03:57.732346: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1370. conv1/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1371. 2021-06-07 19:03:57.732369: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1372. 2021-06-07 19:03:57.732441: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1373. /job:localhost/replica:0/task:0/device:CPU:0].
  1374. See below for details of this colocation group:
  1375. Colocation Debug Info:
  1376. Colocation group had the following types and supported devices:
  1377. 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_=[]
  1378. AssignSub: CPU
  1379. Const: CPU XLA_CPU XLA_GPU
  1380. Switch: CPU XLA_CPU XLA_GPU
  1381. Assign: CPU
  1382. VariableV2: CPU
  1383. Identity: CPU XLA_CPU XLA_GPU
  1384. RefSwitch: CPU
  1385.  
  1386. Colocation members, user-requested devices, and framework assigned devices, if any:
  1387. conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  1388. conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  1389. conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  1390. conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  1391. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  1392. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  1393. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  1394. conv1/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  1395. save/Assign_2 (Assign) /device:GPU:0
  1396.  
  1397. conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1398. 2021-06-07 19:03:57.732571: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1399. conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1400. 2021-06-07 19:03:57.732597: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1401. conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1402. 2021-06-07 19:03:57.732616: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1403. 2021-06-07 19:03:57.732687: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1404. /job:localhost/replica:0/task:0/device:CPU:0].
  1405. See below for details of this colocation group:
  1406. Colocation Debug Info:
  1407. Colocation group had the following types and supported devices:
  1408. 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_=[]
  1409. AssignSub: CPU
  1410. Const: CPU XLA_CPU XLA_GPU
  1411. Switch: CPU XLA_CPU XLA_GPU
  1412. Assign: CPU
  1413. VariableV2: CPU
  1414. Identity: CPU XLA_CPU XLA_GPU
  1415. RefSwitch: CPU
  1416.  
  1417. Colocation members, user-requested devices, and framework assigned devices, if any:
  1418. conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  1419. conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  1420. conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  1421. conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  1422. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  1423. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  1424. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  1425. conv1/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  1426. save/Assign_3 (Assign) /device:GPU:0
  1427.  
  1428. conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1429. 2021-06-07 19:03:57.732807: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1430. conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1431. 2021-06-07 19:03:57.732830: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1432. conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1433. 2021-06-07 19:03:57.732849: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1434. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1435. 2021-06-07 19:03:57.732871: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1436. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1437. 2021-06-07 19:03:57.732889: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1438. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1439. 2021-06-07 19:03:57.732908: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1440. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1441. 2021-06-07 19:03:57.732930: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1442. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1443. 2021-06-07 19:03:57.732952: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1444. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1445. 2021-06-07 19:03:57.732971: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1446. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1447. 2021-06-07 19:03:57.732988: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1448. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1449. 2021-06-07 19:03:57.733010: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1450. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1451. 2021-06-07 19:03:57.733031: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1452. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1453. 2021-06-07 19:03:57.733049: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1454. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1455. 2021-06-07 19:03:57.733071: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1456. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1457. 2021-06-07 19:03:57.733094: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1458. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1459. 2021-06-07 19:03:57.733112: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1460. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1461. 2021-06-07 19:03:57.733129: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1462. conv1/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1463. 2021-06-07 19:03:57.733151: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1464. conv1/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1465. 2021-06-07 19:03:57.733170: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1466. conv1/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1467. 2021-06-07 19:03:57.733192: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1468. conv1/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1469. 2021-06-07 19:03:57.733210: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1470. conv1/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1471. 2021-06-07 19:03:57.733232: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1472. conv1/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1473. 2021-06-07 19:03:57.733254: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1474. conv1/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1475. 2021-06-07 19:03:57.733276: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1476. conv1/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1477. 2021-06-07 19:03:57.733299: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1478. conv1/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1479. 2021-06-07 19:03:57.733321: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1480. conv1/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1481. 2021-06-07 19:03:57.733342: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1482. conv1/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1483. 2021-06-07 19:03:57.733364: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1484. conv1/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1485. 2021-06-07 19:03:57.733384: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1486. conv1/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1487. 2021-06-07 19:03:57.733408: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1488. conv1/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1489. 2021-06-07 19:03:57.733426: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1490. conv1/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1491. 2021-06-07 19:03:57.733443: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1492. conv1/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1493. 2021-06-07 19:03:57.733465: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1494. conv1/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1495. 2021-06-07 19:03:57.733487: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1496. conv1/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1497. 2021-06-07 19:03:57.733509: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1498. conv1/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  1499. 2021-06-07 19:03:57.733532: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  1500. conv1/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1501. 2021-06-07 19:03:57.733555: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1502. conv1/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1503. 2021-06-07 19:03:57.733578: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1504. conv1/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1505. 2021-06-07 19:03:57.733601: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1506. conv1/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1507. 2021-06-07 19:03:57.733625: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1508. conv1/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1509. 2021-06-07 19:03:57.733647: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1510. conv1/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  1511. 2021-06-07 19:03:57.733670: I tensorflow/core/common_runtime/placer.cc:114] conv1/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  1512. conv2/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  1513. 2021-06-07 19:03:57.733692: I tensorflow/core/common_runtime/placer.cc:114] conv2/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  1514. conv2/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1515. 2021-06-07 19:03:57.733713: I tensorflow/core/common_runtime/placer.cc:114] conv2/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1516. conv2/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1517. 2021-06-07 19:03:57.733732: I tensorflow/core/common_runtime/placer.cc:114] conv2/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1518. conv2/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  1519. 2021-06-07 19:03:57.733752: I tensorflow/core/common_runtime/placer.cc:114] conv2/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  1520. conv2/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1521. 2021-06-07 19:03:57.733770: I tensorflow/core/common_runtime/placer.cc:114] conv2/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1522. conv2/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1523. 2021-06-07 19:03:57.733787: I tensorflow/core/common_runtime/placer.cc:114] conv2/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1524. conv2/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1525. 2021-06-07 19:03:57.733805: I tensorflow/core/common_runtime/placer.cc:114] conv2/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1526. conv2/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  1527. 2021-06-07 19:03:57.733826: I tensorflow/core/common_runtime/placer.cc:114] conv2/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  1528. conv2/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1529. 2021-06-07 19:03:57.733848: I tensorflow/core/common_runtime/placer.cc:114] conv2/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1530. conv2/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  1531. 2021-06-07 19:03:57.733870: I tensorflow/core/common_runtime/placer.cc:114] conv2/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  1532. conv2/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1533. 2021-06-07 19:03:57.733893: I tensorflow/core/common_runtime/placer.cc:114] conv2/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1534. conv2/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1535. 2021-06-07 19:03:57.733911: I tensorflow/core/common_runtime/placer.cc:114] conv2/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1536. conv2/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1537. 2021-06-07 19:03:57.733929: I tensorflow/core/common_runtime/placer.cc:114] conv2/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1538. conv2/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  1539. 2021-06-07 19:03:57.733950: I tensorflow/core/common_runtime/placer.cc:114] conv2/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  1540. 2021-06-07 19:03:57.734001: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1541. /job:localhost/replica:0/task:0/device:CPU:0].
  1542. See below for details of this colocation group:
  1543. Colocation Debug Info:
  1544. Colocation group had the following types and supported devices:
  1545. 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_=[]
  1546. Identity: CPU XLA_CPU XLA_GPU
  1547. VariableV2: CPU
  1548. Assign: CPU
  1549.  
  1550. Colocation members, user-requested devices, and framework assigned devices, if any:
  1551. conv2/bn/beta (VariableV2) /device:GPU:0
  1552. conv2/bn/beta/Assign (Assign) /device:GPU:0
  1553. conv2/bn/beta/read (Identity) /device:GPU:0
  1554. save/Assign_7 (Assign) /device:GPU:0
  1555.  
  1556. conv2/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1557. 2021-06-07 19:03:57.734090: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1558. conv2/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1559. 2021-06-07 19:03:57.734110: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1560. conv2/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1561. 2021-06-07 19:03:57.734127: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1562. 2021-06-07 19:03:57.734177: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1563. /job:localhost/replica:0/task:0/device:CPU:0].
  1564. See below for details of this colocation group:
  1565. Colocation Debug Info:
  1566. Colocation group had the following types and supported devices:
  1567. 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_=[]
  1568. Identity: CPU XLA_CPU XLA_GPU
  1569. VariableV2: CPU
  1570. Assign: CPU
  1571.  
  1572. Colocation members, user-requested devices, and framework assigned devices, if any:
  1573. conv2/bn/gamma (VariableV2) /device:GPU:0
  1574. conv2/bn/gamma/Assign (Assign) /device:GPU:0
  1575. conv2/bn/gamma/read (Identity) /device:GPU:0
  1576. save/Assign_10 (Assign) /device:GPU:0
  1577.  
  1578. conv2/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1579. 2021-06-07 19:03:57.734264: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1580. conv2/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1581. 2021-06-07 19:03:57.734282: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1582. conv2/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1583. 2021-06-07 19:03:57.734301: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1584. conv2/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1585. 2021-06-07 19:03:57.734324: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1586. conv2/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  1587. 2021-06-07 19:03:57.734347: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  1588. conv2/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  1589. 2021-06-07 19:03:57.734370: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  1590. conv2/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1591. 2021-06-07 19:03:57.734393: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1592. conv2/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1593. 2021-06-07 19:03:57.734415: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1594. conv2/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1595. 2021-06-07 19:03:57.734437: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1596. conv2/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1597. 2021-06-07 19:03:57.734459: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1598. conv2/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1599. 2021-06-07 19:03:57.734482: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1600. conv2/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1601. 2021-06-07 19:03:57.734504: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1602. conv2/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1603. 2021-06-07 19:03:57.734527: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1604. 2021-06-07 19:03:57.734602: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1605. /job:localhost/replica:0/task:0/device:CPU:0].
  1606. See below for details of this colocation group:
  1607. Colocation Debug Info:
  1608. Colocation group had the following types and supported devices:
  1609. 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_=[]
  1610. AssignSub: CPU
  1611. Const: CPU XLA_CPU XLA_GPU
  1612. Switch: CPU XLA_CPU XLA_GPU
  1613. Assign: CPU
  1614. VariableV2: CPU
  1615. Identity: CPU XLA_CPU XLA_GPU
  1616. RefSwitch: CPU
  1617.  
  1618. Colocation members, user-requested devices, and framework assigned devices, if any:
  1619. conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  1620. conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  1621. conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  1622. conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  1623. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  1624. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  1625. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  1626. conv2/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  1627. save/Assign_8 (Assign) /device:GPU:0
  1628.  
  1629. conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1630. 2021-06-07 19:03:57.734728: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1631. conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1632. 2021-06-07 19:03:57.734751: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1633. conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1634. 2021-06-07 19:03:57.734771: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1635. 2021-06-07 19:03:57.734842: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1636. /job:localhost/replica:0/task:0/device:CPU:0].
  1637. See below for details of this colocation group:
  1638. Colocation Debug Info:
  1639. Colocation group had the following types and supported devices:
  1640. 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_=[]
  1641. AssignSub: CPU
  1642. Const: CPU XLA_CPU XLA_GPU
  1643. Switch: CPU XLA_CPU XLA_GPU
  1644. Assign: CPU
  1645. VariableV2: CPU
  1646. Identity: CPU XLA_CPU XLA_GPU
  1647. RefSwitch: CPU
  1648.  
  1649. Colocation members, user-requested devices, and framework assigned devices, if any:
  1650. conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  1651. conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  1652. conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  1653. conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  1654. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  1655. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  1656. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  1657. conv2/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  1658. save/Assign_9 (Assign) /device:GPU:0
  1659.  
  1660. conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1661. 2021-06-07 19:03:57.734969: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1662. conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1663. 2021-06-07 19:03:57.734993: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1664. conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1665. 2021-06-07 19:03:57.735011: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1666. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1667. 2021-06-07 19:03:57.735033: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1668. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1669. 2021-06-07 19:03:57.735053: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1670. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1671. 2021-06-07 19:03:57.735072: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1672. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1673. 2021-06-07 19:03:57.735094: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1674. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1675. 2021-06-07 19:03:57.735112: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1676. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1677. 2021-06-07 19:03:57.735128: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1678. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1679. 2021-06-07 19:03:57.735143: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1680. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1681. 2021-06-07 19:03:57.735161: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1682. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1683. 2021-06-07 19:03:57.735177: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1684. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1685. 2021-06-07 19:03:57.735193: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1686. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1687. 2021-06-07 19:03:57.735210: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1688. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1689. 2021-06-07 19:03:57.735228: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1690. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1691. 2021-06-07 19:03:57.735243: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1692. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1693. 2021-06-07 19:03:57.735263: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1694. conv2/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1695. 2021-06-07 19:03:57.735283: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1696. conv2/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1697. 2021-06-07 19:03:57.735303: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1698. conv2/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1699. 2021-06-07 19:03:57.735324: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1700. conv2/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1701. 2021-06-07 19:03:57.735343: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1702. conv2/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1703. 2021-06-07 19:03:57.735365: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1704. conv2/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1705. 2021-06-07 19:03:57.735388: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1706. conv2/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1707. 2021-06-07 19:03:57.735410: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1708. conv2/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1709. 2021-06-07 19:03:57.735434: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1710. conv2/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1711. 2021-06-07 19:03:57.735457: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1712. conv2/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1713. 2021-06-07 19:03:57.735475: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1714. conv2/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1715. 2021-06-07 19:03:57.735496: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1716. conv2/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1717. 2021-06-07 19:03:57.735514: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1718. conv2/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1719. 2021-06-07 19:03:57.735537: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1720. conv2/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1721. 2021-06-07 19:03:57.735558: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1722. conv2/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1723. 2021-06-07 19:03:57.735576: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1724. conv2/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1725. 2021-06-07 19:03:57.735600: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1726. conv2/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1727. 2021-06-07 19:03:57.735620: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1728. conv2/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1729. 2021-06-07 19:03:57.735642: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1730. conv2/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  1731. 2021-06-07 19:03:57.735664: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  1732. conv2/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1733. 2021-06-07 19:03:57.735686: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1734. conv2/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1735. 2021-06-07 19:03:57.735709: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1736. conv2/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1737. 2021-06-07 19:03:57.735733: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1738. conv2/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1739. 2021-06-07 19:03:57.735755: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1740. conv2/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1741. 2021-06-07 19:03:57.735778: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1742. conv2/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  1743. 2021-06-07 19:03:57.735800: I tensorflow/core/common_runtime/placer.cc:114] conv2/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  1744. transform_net2/tconv1/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  1745. 2021-06-07 19:03:57.735823: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  1746. transform_net2/tconv1/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1747. 2021-06-07 19:03:57.735842: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1748. transform_net2/tconv1/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1749. 2021-06-07 19:03:57.735860: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1750. transform_net2/tconv1/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  1751. 2021-06-07 19:03:57.735878: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  1752. transform_net2/tconv1/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1753. 2021-06-07 19:03:57.735899: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1754. transform_net2/tconv1/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1755. 2021-06-07 19:03:57.735917: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1756. transform_net2/tconv1/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1757. 2021-06-07 19:03:57.735934: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1758. transform_net2/tconv1/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  1759. 2021-06-07 19:03:57.735956: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  1760. transform_net2/tconv1/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1761. 2021-06-07 19:03:57.735979: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1762. transform_net2/tconv1/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  1763. 2021-06-07 19:03:57.736001: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  1764. transform_net2/tconv1/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1765. 2021-06-07 19:03:57.736023: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1766. transform_net2/tconv1/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1767. 2021-06-07 19:03:57.736043: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1768. transform_net2/tconv1/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1769. 2021-06-07 19:03:57.736064: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1770. transform_net2/tconv1/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  1771. 2021-06-07 19:03:57.736087: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  1772. 2021-06-07 19:03:57.736139: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1773. /job:localhost/replica:0/task:0/device:CPU:0].
  1774. See below for details of this colocation group:
  1775. Colocation Debug Info:
  1776. Colocation group had the following types and supported devices:
  1777. 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_=[]
  1778. Identity: CPU XLA_CPU XLA_GPU
  1779. VariableV2: CPU
  1780. Assign: CPU
  1781.  
  1782. Colocation members, user-requested devices, and framework assigned devices, if any:
  1783. transform_net2/tconv1/bn/beta (VariableV2) /device:GPU:0
  1784. transform_net2/tconv1/bn/beta/Assign (Assign) /device:GPU:0
  1785. transform_net2/tconv1/bn/beta/read (Identity) /device:GPU:0
  1786. save/Assign_75 (Assign) /device:GPU:0
  1787.  
  1788. transform_net2/tconv1/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1789. 2021-06-07 19:03:57.736224: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1790. transform_net2/tconv1/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1791. 2021-06-07 19:03:57.736244: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1792. transform_net2/tconv1/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1793. 2021-06-07 19:03:57.736266: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1794. 2021-06-07 19:03:57.736317: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1795. /job:localhost/replica:0/task:0/device:CPU:0].
  1796. See below for details of this colocation group:
  1797. Colocation Debug Info:
  1798. Colocation group had the following types and supported devices:
  1799. 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_=[]
  1800. Identity: CPU XLA_CPU XLA_GPU
  1801. VariableV2: CPU
  1802. Assign: CPU
  1803.  
  1804. Colocation members, user-requested devices, and framework assigned devices, if any:
  1805. transform_net2/tconv1/bn/gamma (VariableV2) /device:GPU:0
  1806. transform_net2/tconv1/bn/gamma/Assign (Assign) /device:GPU:0
  1807. transform_net2/tconv1/bn/gamma/read (Identity) /device:GPU:0
  1808. save/Assign_76 (Assign) /device:GPU:0
  1809.  
  1810. transform_net2/tconv1/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1811. 2021-06-07 19:03:57.736408: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1812. transform_net2/tconv1/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1813. 2021-06-07 19:03:57.736430: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1814. transform_net2/tconv1/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1815. 2021-06-07 19:03:57.736451: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1816. transform_net2/tconv1/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1817. 2021-06-07 19:03:57.736475: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1818. transform_net2/tconv1/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  1819. 2021-06-07 19:03:57.736497: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  1820. transform_net2/tconv1/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  1821. 2021-06-07 19:03:57.736519: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  1822. transform_net2/tconv1/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1823. 2021-06-07 19:03:57.736541: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  1824. transform_net2/tconv1/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1825. 2021-06-07 19:03:57.736564: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1826. transform_net2/tconv1/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1827. 2021-06-07 19:03:57.736586: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  1828. transform_net2/tconv1/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1829. 2021-06-07 19:03:57.736608: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1830. transform_net2/tconv1/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1831. 2021-06-07 19:03:57.736630: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1832. transform_net2/tconv1/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1833. 2021-06-07 19:03:57.736653: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1834. transform_net2/tconv1/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1835. 2021-06-07 19:03:57.736675: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1836. 2021-06-07 19:03:57.736747: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1837. /job:localhost/replica:0/task:0/device:CPU:0].
  1838. See below for details of this colocation group:
  1839. Colocation Debug Info:
  1840. Colocation group had the following types and supported devices:
  1841. 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_=[]
  1842. AssignSub: CPU
  1843. Const: CPU XLA_CPU XLA_GPU
  1844. Switch: CPU XLA_CPU XLA_GPU
  1845. Assign: CPU
  1846. VariableV2: CPU
  1847. Identity: CPU XLA_CPU XLA_GPU
  1848. RefSwitch: CPU
  1849.  
  1850. Colocation members, user-requested devices, and framework assigned devices, if any:
  1851. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  1852. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  1853. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  1854. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  1855. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  1856. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  1857. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  1858. transform_net2/tconv1/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  1859. save/Assign_77 (Assign) /device:GPU:0
  1860.  
  1861. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1862. 2021-06-07 19:03:57.736882: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1863. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1864. 2021-06-07 19:03:57.736905: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1865. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1866. 2021-06-07 19:03:57.736926: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1867. 2021-06-07 19:03:57.736997: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  1868. /job:localhost/replica:0/task:0/device:CPU:0].
  1869. See below for details of this colocation group:
  1870. Colocation Debug Info:
  1871. Colocation group had the following types and supported devices:
  1872. 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_=[]
  1873. AssignSub: CPU
  1874. Const: CPU XLA_CPU XLA_GPU
  1875. Switch: CPU XLA_CPU XLA_GPU
  1876. Assign: CPU
  1877. VariableV2: CPU
  1878. Identity: CPU XLA_CPU XLA_GPU
  1879. RefSwitch: CPU
  1880.  
  1881. Colocation members, user-requested devices, and framework assigned devices, if any:
  1882. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  1883. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  1884. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  1885. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  1886. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  1887. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  1888. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  1889. transform_net2/tconv1/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  1890. save/Assign_78 (Assign) /device:GPU:0
  1891.  
  1892. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1893. 2021-06-07 19:03:57.737127: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1894. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1895. 2021-06-07 19:03:57.737149: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1896. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1897. 2021-06-07 19:03:57.737167: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1898. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1899. 2021-06-07 19:03:57.737191: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1900. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1901. 2021-06-07 19:03:57.737210: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1902. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1903. 2021-06-07 19:03:57.737229: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1904. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1905. 2021-06-07 19:03:57.737251: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1906. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1907. 2021-06-07 19:03:57.737272: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1908. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1909. 2021-06-07 19:03:57.737290: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1910. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1911. 2021-06-07 19:03:57.737308: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1912. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1913. 2021-06-07 19:03:57.737330: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1914. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1915. 2021-06-07 19:03:57.737349: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1916. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1917. 2021-06-07 19:03:57.737368: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1918. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1919. 2021-06-07 19:03:57.737390: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1920. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1921. 2021-06-07 19:03:57.737413: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1922. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1923. 2021-06-07 19:03:57.737432: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  1924. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1925. 2021-06-07 19:03:57.737450: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  1926. transform_net2/tconv1/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1927. 2021-06-07 19:03:57.737471: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1928. transform_net2/tconv1/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1929. 2021-06-07 19:03:57.737492: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1930. transform_net2/tconv1/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1931. 2021-06-07 19:03:57.737516: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  1932. transform_net2/tconv1/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1933. 2021-06-07 19:03:57.737537: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1934. transform_net2/tconv1/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1935. 2021-06-07 19:03:57.737559: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1936. transform_net2/tconv1/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1937. 2021-06-07 19:03:57.737580: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1938. transform_net2/tconv1/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1939. 2021-06-07 19:03:57.737604: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1940. transform_net2/tconv1/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1941. 2021-06-07 19:03:57.737625: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1942. transform_net2/tconv1/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1943. 2021-06-07 19:03:57.737647: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1944. transform_net2/tconv1/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1945. 2021-06-07 19:03:57.737665: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1946. transform_net2/tconv1/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1947. 2021-06-07 19:03:57.737685: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1948. transform_net2/tconv1/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1949. 2021-06-07 19:03:57.737704: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1950. transform_net2/tconv1/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1951. 2021-06-07 19:03:57.737725: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1952. transform_net2/tconv1/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1953. 2021-06-07 19:03:57.737744: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1954. transform_net2/tconv1/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1955. 2021-06-07 19:03:57.737762: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  1956. transform_net2/tconv1/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1957. 2021-06-07 19:03:57.737783: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1958. transform_net2/tconv1/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1959. 2021-06-07 19:03:57.737805: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  1960. transform_net2/tconv1/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1961. 2021-06-07 19:03:57.737826: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1962. transform_net2/tconv1/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  1963. 2021-06-07 19:03:57.737847: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  1964. transform_net2/tconv1/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1965. 2021-06-07 19:03:57.737869: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1966. transform_net2/tconv1/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1967. 2021-06-07 19:03:57.737889: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1968. transform_net2/tconv1/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1969. 2021-06-07 19:03:57.737910: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1970. transform_net2/tconv1/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1971. 2021-06-07 19:03:57.737930: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1972. transform_net2/tconv1/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1973. 2021-06-07 19:03:57.737951: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  1974. transform_net2/tconv1/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  1975. 2021-06-07 19:03:57.737972: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  1976. transform_net2/tconv2/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  1977. 2021-06-07 19:03:57.737993: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  1978. transform_net2/tconv2/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1979. 2021-06-07 19:03:57.738014: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  1980. transform_net2/tconv2/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1981. 2021-06-07 19:03:57.738032: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1982. transform_net2/tconv2/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  1983. 2021-06-07 19:03:57.738049: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  1984. transform_net2/tconv2/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1985. 2021-06-07 19:03:57.738067: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1986. transform_net2/tconv2/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1987. 2021-06-07 19:03:57.738085: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1988. transform_net2/tconv2/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1989. 2021-06-07 19:03:57.738103: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  1990. transform_net2/tconv2/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  1991. 2021-06-07 19:03:57.738123: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  1992. transform_net2/tconv2/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1993. 2021-06-07 19:03:57.738144: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  1994. transform_net2/tconv2/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  1995. 2021-06-07 19:03:57.738166: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  1996. transform_net2/tconv2/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1997. 2021-06-07 19:03:57.738188: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  1998. transform_net2/tconv2/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  1999. 2021-06-07 19:03:57.738209: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2000. transform_net2/tconv2/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2001. 2021-06-07 19:03:57.738228: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2002. transform_net2/tconv2/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  2003. 2021-06-07 19:03:57.738249: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  2004. 2021-06-07 19:03:57.738300: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2005. /job:localhost/replica:0/task:0/device:CPU:0].
  2006. See below for details of this colocation group:
  2007. Colocation Debug Info:
  2008. Colocation group had the following types and supported devices:
  2009. 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_=[]
  2010. Identity: CPU XLA_CPU XLA_GPU
  2011. VariableV2: CPU
  2012. Assign: CPU
  2013.  
  2014. Colocation members, user-requested devices, and framework assigned devices, if any:
  2015. transform_net2/tconv2/bn/beta (VariableV2) /device:GPU:0
  2016. transform_net2/tconv2/bn/beta/Assign (Assign) /device:GPU:0
  2017. transform_net2/tconv2/bn/beta/read (Identity) /device:GPU:0
  2018. save/Assign_81 (Assign) /device:GPU:0
  2019.  
  2020. transform_net2/tconv2/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2021. 2021-06-07 19:03:57.738392: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2022. transform_net2/tconv2/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2023. 2021-06-07 19:03:57.738413: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2024. transform_net2/tconv2/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2025. 2021-06-07 19:03:57.738432: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2026. 2021-06-07 19:03:57.738481: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2027. /job:localhost/replica:0/task:0/device:CPU:0].
  2028. See below for details of this colocation group:
  2029. Colocation Debug Info:
  2030. Colocation group had the following types and supported devices:
  2031. 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_=[]
  2032. Identity: CPU XLA_CPU XLA_GPU
  2033. VariableV2: CPU
  2034. Assign: CPU
  2035.  
  2036. Colocation members, user-requested devices, and framework assigned devices, if any:
  2037. transform_net2/tconv2/bn/gamma (VariableV2) /device:GPU:0
  2038. transform_net2/tconv2/bn/gamma/Assign (Assign) /device:GPU:0
  2039. transform_net2/tconv2/bn/gamma/read (Identity) /device:GPU:0
  2040. save/Assign_82 (Assign) /device:GPU:0
  2041.  
  2042. transform_net2/tconv2/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2043. 2021-06-07 19:03:57.738573: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2044. transform_net2/tconv2/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2045. 2021-06-07 19:03:57.738598: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2046. transform_net2/tconv2/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2047. 2021-06-07 19:03:57.738620: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2048. transform_net2/tconv2/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2049. 2021-06-07 19:03:57.738642: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2050. transform_net2/tconv2/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  2051. 2021-06-07 19:03:57.738665: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  2052. transform_net2/tconv2/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  2053. 2021-06-07 19:03:57.738688: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  2054. transform_net2/tconv2/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2055. 2021-06-07 19:03:57.738710: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2056. transform_net2/tconv2/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2057. 2021-06-07 19:03:57.738733: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2058. transform_net2/tconv2/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2059. 2021-06-07 19:03:57.738753: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2060. transform_net2/tconv2/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2061. 2021-06-07 19:03:57.738775: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2062. transform_net2/tconv2/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2063. 2021-06-07 19:03:57.738797: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2064. transform_net2/tconv2/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2065. 2021-06-07 19:03:57.738820: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2066. transform_net2/tconv2/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2067. 2021-06-07 19:03:57.738842: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2068. 2021-06-07 19:03:57.738914: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2069. /job:localhost/replica:0/task:0/device:CPU:0].
  2070. See below for details of this colocation group:
  2071. Colocation Debug Info:
  2072. Colocation group had the following types and supported devices:
  2073. 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_=[]
  2074. AssignSub: CPU
  2075. Const: CPU XLA_CPU XLA_GPU
  2076. Switch: CPU XLA_CPU XLA_GPU
  2077. Assign: CPU
  2078. VariableV2: CPU
  2079. Identity: CPU XLA_CPU XLA_GPU
  2080. RefSwitch: CPU
  2081.  
  2082. Colocation members, user-requested devices, and framework assigned devices, if any:
  2083. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  2084. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  2085. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  2086. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  2087. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  2088. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  2089. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  2090. transform_net2/tconv2/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  2091. save/Assign_83 (Assign) /device:GPU:0
  2092.  
  2093. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2094. 2021-06-07 19:03:57.739006: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2095. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2096. 2021-06-07 19:03:57.739029: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2097. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2098. 2021-06-07 19:03:57.739050: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2099. 2021-06-07 19:03:57.739122: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2100. /job:localhost/replica:0/task:0/device:CPU:0].
  2101. See below for details of this colocation group:
  2102. Colocation Debug Info:
  2103. Colocation group had the following types and supported devices:
  2104. 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_=[]
  2105. AssignSub: CPU
  2106. Const: CPU XLA_CPU XLA_GPU
  2107. Switch: CPU XLA_CPU XLA_GPU
  2108. Assign: CPU
  2109. VariableV2: CPU
  2110. Identity: CPU XLA_CPU XLA_GPU
  2111. RefSwitch: CPU
  2112.  
  2113. Colocation members, user-requested devices, and framework assigned devices, if any:
  2114. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  2115. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  2116. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  2117. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  2118. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  2119. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  2120. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  2121. transform_net2/tconv2/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  2122. save/Assign_84 (Assign) /device:GPU:0
  2123.  
  2124. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2125. 2021-06-07 19:03:57.739215: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2126. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2127. 2021-06-07 19:03:57.739239: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2128. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2129. 2021-06-07 19:03:57.739260: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2130. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2131. 2021-06-07 19:03:57.739282: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2132. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2133. 2021-06-07 19:03:57.739303: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2134. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2135. 2021-06-07 19:03:57.739322: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2136. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2137. 2021-06-07 19:03:57.739344: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2138. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2139. 2021-06-07 19:03:57.739367: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2140. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2141. 2021-06-07 19:03:57.739385: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2142. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2143. 2021-06-07 19:03:57.739406: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2144. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2145. 2021-06-07 19:03:57.739428: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2146. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2147. 2021-06-07 19:03:57.739449: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2148. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2149. 2021-06-07 19:03:57.739470: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2150. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2151. 2021-06-07 19:03:57.739493: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2152. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2153. 2021-06-07 19:03:57.739514: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2154. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2155. 2021-06-07 19:03:57.739534: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2156. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2157. 2021-06-07 19:03:57.739554: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2158. transform_net2/tconv2/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2159. 2021-06-07 19:03:57.739577: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2160. transform_net2/tconv2/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2161. 2021-06-07 19:03:57.739599: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2162. transform_net2/tconv2/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2163. 2021-06-07 19:03:57.739622: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2164. transform_net2/tconv2/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2165. 2021-06-07 19:03:57.739640: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2166. transform_net2/tconv2/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2167. 2021-06-07 19:03:57.739661: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2168. transform_net2/tconv2/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2169. 2021-06-07 19:03:57.739681: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2170. transform_net2/tconv2/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2171. 2021-06-07 19:03:57.739702: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2172. transform_net2/tconv2/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2173. 2021-06-07 19:03:57.739722: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2174. transform_net2/tconv2/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2175. 2021-06-07 19:03:57.739744: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2176. transform_net2/tconv2/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2177. 2021-06-07 19:03:57.739762: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2178. transform_net2/tconv2/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2179. 2021-06-07 19:03:57.739782: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2180. transform_net2/tconv2/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2181. 2021-06-07 19:03:57.739800: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2182. transform_net2/tconv2/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2183. 2021-06-07 19:03:57.739821: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2184. transform_net2/tconv2/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2185. 2021-06-07 19:03:57.739841: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2186. transform_net2/tconv2/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2187. 2021-06-07 19:03:57.739859: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2188. transform_net2/tconv2/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2189. 2021-06-07 19:03:57.739879: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2190. transform_net2/tconv2/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2191. 2021-06-07 19:03:57.739900: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2192. transform_net2/tconv2/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2193. 2021-06-07 19:03:57.739920: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2194. transform_net2/tconv2/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  2195. 2021-06-07 19:03:57.739941: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  2196. transform_net2/tconv2/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2197. 2021-06-07 19:03:57.739962: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2198. transform_net2/tconv2/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2199. 2021-06-07 19:03:57.739983: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2200. transform_net2/tconv2/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2201. 2021-06-07 19:03:57.740003: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2202. transform_net2/tconv2/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2203. 2021-06-07 19:03:57.740024: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2204. transform_net2/tconv2/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2205. 2021-06-07 19:03:57.740044: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2206. transform_net2/tconv2/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  2207. 2021-06-07 19:03:57.740065: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  2208. transform_net2/tconv3/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  2209. 2021-06-07 19:03:57.740086: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  2210. transform_net2/tconv3/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2211. 2021-06-07 19:03:57.740107: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2212. transform_net2/tconv3/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2213. 2021-06-07 19:03:57.740137: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2214. transform_net2/tconv3/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  2215. 2021-06-07 19:03:57.740154: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  2216. transform_net2/tconv3/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2217. 2021-06-07 19:03:57.740171: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2218. transform_net2/tconv3/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2219. 2021-06-07 19:03:57.740188: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2220. transform_net2/tconv3/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2221. 2021-06-07 19:03:57.740205: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2222. transform_net2/tconv3/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  2223. 2021-06-07 19:03:57.740224: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  2224. transform_net2/tconv3/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2225. 2021-06-07 19:03:57.740245: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2226. transform_net2/tconv3/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  2227. 2021-06-07 19:03:57.740265: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  2228. transform_net2/tconv3/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2229. 2021-06-07 19:03:57.740285: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2230. transform_net2/tconv3/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2231. 2021-06-07 19:03:57.740306: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2232. transform_net2/tconv3/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2233. 2021-06-07 19:03:57.740324: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2234. transform_net2/tconv3/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  2235. 2021-06-07 19:03:57.740344: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  2236. 2021-06-07 19:03:57.740395: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2237. /job:localhost/replica:0/task:0/device:CPU:0].
  2238. See below for details of this colocation group:
  2239. Colocation Debug Info:
  2240. Colocation group had the following types and supported devices:
  2241. 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_=[]
  2242. Identity: CPU XLA_CPU XLA_GPU
  2243. VariableV2: CPU
  2244. Assign: CPU
  2245.  
  2246. Colocation members, user-requested devices, and framework assigned devices, if any:
  2247. transform_net2/tconv3/bn/beta (VariableV2) /device:GPU:0
  2248. transform_net2/tconv3/bn/beta/Assign (Assign) /device:GPU:0
  2249. transform_net2/tconv3/bn/beta/read (Identity) /device:GPU:0
  2250. save/Assign_87 (Assign) /device:GPU:0
  2251.  
  2252. transform_net2/tconv3/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2253. 2021-06-07 19:03:57.740481: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2254. transform_net2/tconv3/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2255. 2021-06-07 19:03:57.740501: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2256. transform_net2/tconv3/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2257. 2021-06-07 19:03:57.740519: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2258. 2021-06-07 19:03:57.740567: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2259. /job:localhost/replica:0/task:0/device:CPU:0].
  2260. See below for details of this colocation group:
  2261. Colocation Debug Info:
  2262. Colocation group had the following types and supported devices:
  2263. 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_=[]
  2264. Identity: CPU XLA_CPU XLA_GPU
  2265. VariableV2: CPU
  2266. Assign: CPU
  2267.  
  2268. Colocation members, user-requested devices, and framework assigned devices, if any:
  2269. transform_net2/tconv3/bn/gamma (VariableV2) /device:GPU:0
  2270. transform_net2/tconv3/bn/gamma/Assign (Assign) /device:GPU:0
  2271. transform_net2/tconv3/bn/gamma/read (Identity) /device:GPU:0
  2272. save/Assign_88 (Assign) /device:GPU:0
  2273.  
  2274. transform_net2/tconv3/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2275. 2021-06-07 19:03:57.740660: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2276. transform_net2/tconv3/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2277. 2021-06-07 19:03:57.740680: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2278. transform_net2/tconv3/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2279. 2021-06-07 19:03:57.740698: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2280. transform_net2/tconv3/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2281. 2021-06-07 19:03:57.740719: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2282. transform_net2/tconv3/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  2283. 2021-06-07 19:03:57.740739: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  2284. transform_net2/tconv3/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  2285. 2021-06-07 19:03:57.740760: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  2286. transform_net2/tconv3/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2287. 2021-06-07 19:03:57.740780: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2288. transform_net2/tconv3/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2289. 2021-06-07 19:03:57.740802: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2290. transform_net2/tconv3/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2291. 2021-06-07 19:03:57.740821: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2292. transform_net2/tconv3/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2293. 2021-06-07 19:03:57.740841: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2294. transform_net2/tconv3/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2295. 2021-06-07 19:03:57.740862: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2296. transform_net2/tconv3/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2297. 2021-06-07 19:03:57.740883: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2298. transform_net2/tconv3/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2299. 2021-06-07 19:03:57.740903: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2300. 2021-06-07 19:03:57.740981: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2301. /job:localhost/replica:0/task:0/device:CPU:0].
  2302. See below for details of this colocation group:
  2303. Colocation Debug Info:
  2304. Colocation group had the following types and supported devices:
  2305. 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_=[]
  2306. AssignSub: CPU
  2307. Fill: CPU XLA_CPU XLA_GPU
  2308. Const: CPU XLA_CPU XLA_GPU
  2309. Switch: CPU XLA_CPU XLA_GPU
  2310. RefSwitch: CPU
  2311. Identity: CPU XLA_CPU XLA_GPU
  2312. VariableV2: CPU
  2313. Assign: CPU
  2314.  
  2315. Colocation members, user-requested devices, and framework assigned devices, if any:
  2316. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor (Const)
  2317. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/Const (Const)
  2318. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Fill)
  2319. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  2320. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  2321. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  2322. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  2323. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  2324. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  2325. transform_net2/tconv3/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  2326. save/Assign_89 (Assign) /device:GPU:0
  2327.  
  2328. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  2329. 2021-06-07 19:03:57.741130: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  2330. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2331. 2021-06-07 19:03:57.741152: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2332. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2333. 2021-06-07 19:03:57.741173: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2334. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2335. 2021-06-07 19:03:57.741191: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2336. 2021-06-07 19:03:57.741268: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2337. /job:localhost/replica:0/task:0/device:CPU:0].
  2338. See below for details of this colocation group:
  2339. Colocation Debug Info:
  2340. Colocation group had the following types and supported devices:
  2341. 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_=[]
  2342. AssignSub: CPU
  2343. Fill: CPU XLA_CPU XLA_GPU
  2344. Const: CPU XLA_CPU XLA_GPU
  2345. Switch: CPU XLA_CPU XLA_GPU
  2346. RefSwitch: CPU
  2347. Identity: CPU XLA_CPU XLA_GPU
  2348. VariableV2: CPU
  2349. Assign: CPU
  2350.  
  2351. Colocation members, user-requested devices, and framework assigned devices, if any:
  2352. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor (Const)
  2353. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/Const (Const)
  2354. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Fill)
  2355. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  2356. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  2357. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  2358. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  2359. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  2360. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  2361. transform_net2/tconv3/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  2362. save/Assign_90 (Assign) /device:GPU:0
  2363.  
  2364. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  2365. 2021-06-07 19:03:57.741410: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  2366. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2367. 2021-06-07 19:03:57.741431: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2368. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2369. 2021-06-07 19:03:57.741452: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2370. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2371. 2021-06-07 19:03:57.741473: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2372. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2373. 2021-06-07 19:03:57.741495: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2374. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2375. 2021-06-07 19:03:57.741513: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2376. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2377. 2021-06-07 19:03:57.741531: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2378. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2379. 2021-06-07 19:03:57.741548: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2380. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2381. 2021-06-07 19:03:57.741566: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2382. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2383. 2021-06-07 19:03:57.741581: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2384. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2385. 2021-06-07 19:03:57.741604: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2386. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2387. 2021-06-07 19:03:57.741622: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2388. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2389. 2021-06-07 19:03:57.741637: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2390. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2391. 2021-06-07 19:03:57.741653: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2392. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2393. 2021-06-07 19:03:57.741670: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2394. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2395. 2021-06-07 19:03:57.741687: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2396. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2397. 2021-06-07 19:03:57.741703: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2398. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2399. 2021-06-07 19:03:57.741718: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2400. transform_net2/tconv3/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2401. 2021-06-07 19:03:57.741735: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2402. transform_net2/tconv3/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2403. 2021-06-07 19:03:57.741751: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2404. transform_net2/tconv3/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2405. 2021-06-07 19:03:57.741771: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2406. transform_net2/tconv3/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2407. 2021-06-07 19:03:57.741790: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2408. transform_net2/tconv3/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2409. 2021-06-07 19:03:57.741811: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2410. transform_net2/tconv3/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2411. 2021-06-07 19:03:57.741832: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2412. transform_net2/tconv3/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2413. 2021-06-07 19:03:57.741852: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2414. transform_net2/tconv3/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2415. 2021-06-07 19:03:57.741870: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2416. transform_net2/tconv3/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2417. 2021-06-07 19:03:57.741891: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2418. transform_net2/tconv3/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2419. 2021-06-07 19:03:57.741908: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2420. transform_net2/tconv3/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2421. 2021-06-07 19:03:57.741929: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2422. transform_net2/tconv3/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2423. 2021-06-07 19:03:57.741947: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2424. transform_net2/tconv3/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2425. 2021-06-07 19:03:57.741968: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2426. transform_net2/tconv3/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2427. 2021-06-07 19:03:57.741985: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2428. transform_net2/tconv3/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2429. 2021-06-07 19:03:57.742002: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2430. transform_net2/tconv3/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2431. 2021-06-07 19:03:57.742023: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2432. transform_net2/tconv3/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2433. 2021-06-07 19:03:57.742044: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2434. transform_net2/tconv3/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2435. 2021-06-07 19:03:57.742065: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2436. transform_net2/tconv3/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  2437. 2021-06-07 19:03:57.742087: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  2438. transform_net2/tconv3/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2439. 2021-06-07 19:03:57.742108: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2440. transform_net2/tconv3/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2441. 2021-06-07 19:03:57.742129: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2442. transform_net2/tconv3/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2443. 2021-06-07 19:03:57.742150: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2444. transform_net2/tconv3/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2445. 2021-06-07 19:03:57.742171: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2446. transform_net2/tconv3/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2447. 2021-06-07 19:03:57.742192: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2448. transform_net2/tconv3/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  2449. 2021-06-07 19:03:57.742214: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  2450. transform_net2/tmaxpool/transform_net2/tmaxpool: (MaxPool): /job:localhost/replica:0/task:0/device:CPU:0
  2451. 2021-06-07 19:03:57.742242: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tmaxpool/transform_net2/tmaxpool: (MaxPool): /job:localhost/replica:0/task:0/device:CPU:0
  2452. transform_net2/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0
  2453. 2021-06-07 19:03:57.742264: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0
  2454. transform_net2/tfc1/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  2455. 2021-06-07 19:03:57.742284: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  2456. transform_net2/tfc1/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2457. 2021-06-07 19:03:57.742305: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2458. transform_net2/tfc1/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2459. 2021-06-07 19:03:57.742323: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2460. transform_net2/tfc1/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  2461. 2021-06-07 19:03:57.742341: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  2462. transform_net2/tfc1/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2463. 2021-06-07 19:03:57.742359: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2464. transform_net2/tfc1/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2465. 2021-06-07 19:03:57.742376: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2466. transform_net2/tfc1/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2467. 2021-06-07 19:03:57.742393: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2468. transform_net2/tfc1/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  2469. 2021-06-07 19:03:57.742412: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  2470. transform_net2/tfc1/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2471. 2021-06-07 19:03:57.742434: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2472. transform_net2/tfc1/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  2473. 2021-06-07 19:03:57.742453: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  2474. transform_net2/tfc1/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2475. 2021-06-07 19:03:57.742473: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2476. transform_net2/tfc1/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2477. 2021-06-07 19:03:57.742494: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2478. transform_net2/tfc1/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2479. 2021-06-07 19:03:57.742512: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2480. transform_net2/tfc1/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  2481. 2021-06-07 19:03:57.742532: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  2482. 2021-06-07 19:03:57.742583: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2483. /job:localhost/replica:0/task:0/device:CPU:0].
  2484. See below for details of this colocation group:
  2485. Colocation Debug Info:
  2486. Colocation group had the following types and supported devices:
  2487. 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_=[]
  2488. Identity: CPU XLA_CPU XLA_GPU
  2489. VariableV2: CPU
  2490. Assign: CPU
  2491.  
  2492. Colocation members, user-requested devices, and framework assigned devices, if any:
  2493. transform_net2/tfc1/bn/beta (VariableV2) /device:GPU:0
  2494. transform_net2/tfc1/bn/beta/Assign (Assign) /device:GPU:0
  2495. transform_net2/tfc1/bn/beta/read (Identity) /device:GPU:0
  2496. save/Assign_93 (Assign) /device:GPU:0
  2497.  
  2498. transform_net2/tfc1/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2499. 2021-06-07 19:03:57.742673: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2500. transform_net2/tfc1/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2501. 2021-06-07 19:03:57.742692: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2502. transform_net2/tfc1/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2503. 2021-06-07 19:03:57.742711: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2504. 2021-06-07 19:03:57.742759: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2505. /job:localhost/replica:0/task:0/device:CPU:0].
  2506. See below for details of this colocation group:
  2507. Colocation Debug Info:
  2508. Colocation group had the following types and supported devices:
  2509. 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_=[]
  2510. Identity: CPU XLA_CPU XLA_GPU
  2511. VariableV2: CPU
  2512. Assign: CPU
  2513.  
  2514. Colocation members, user-requested devices, and framework assigned devices, if any:
  2515. transform_net2/tfc1/bn/gamma (VariableV2) /device:GPU:0
  2516. transform_net2/tfc1/bn/gamma/Assign (Assign) /device:GPU:0
  2517. transform_net2/tfc1/bn/gamma/read (Identity) /device:GPU:0
  2518. save/Assign_94 (Assign) /device:GPU:0
  2519.  
  2520. transform_net2/tfc1/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2521. 2021-06-07 19:03:57.742849: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2522. transform_net2/tfc1/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2523. 2021-06-07 19:03:57.742869: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2524. transform_net2/tfc1/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2525. 2021-06-07 19:03:57.742886: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2526. transform_net2/tfc1/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2527. 2021-06-07 19:03:57.742906: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2528. transform_net2/tfc1/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  2529. 2021-06-07 19:03:57.742927: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  2530. transform_net2/tfc1/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  2531. 2021-06-07 19:03:57.742946: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  2532. transform_net2/tfc1/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2533. 2021-06-07 19:03:57.742967: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2534. transform_net2/tfc1/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2535. 2021-06-07 19:03:57.742987: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2536. transform_net2/tfc1/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2537. 2021-06-07 19:03:57.743010: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2538. transform_net2/tfc1/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2539. 2021-06-07 19:03:57.743028: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2540. transform_net2/tfc1/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2541. 2021-06-07 19:03:57.743049: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2542. transform_net2/tfc1/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2543. 2021-06-07 19:03:57.743068: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2544. transform_net2/tfc1/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2545. 2021-06-07 19:03:57.743090: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2546. 2021-06-07 19:03:57.743160: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2547. /job:localhost/replica:0/task:0/device:CPU:0].
  2548. See below for details of this colocation group:
  2549. Colocation Debug Info:
  2550. Colocation group had the following types and supported devices:
  2551. 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_=[]
  2552. AssignSub: CPU
  2553. Const: CPU XLA_CPU XLA_GPU
  2554. Switch: CPU XLA_CPU XLA_GPU
  2555. Assign: CPU
  2556. VariableV2: CPU
  2557. Identity: CPU XLA_CPU XLA_GPU
  2558. RefSwitch: CPU
  2559.  
  2560. Colocation members, user-requested devices, and framework assigned devices, if any:
  2561. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  2562. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  2563. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  2564. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  2565. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  2566. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  2567. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  2568. transform_net2/tfc1/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  2569. save/Assign_95 (Assign) /device:GPU:0
  2570.  
  2571. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2572. 2021-06-07 19:03:57.743290: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2573. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2574. 2021-06-07 19:03:57.743313: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2575. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2576. 2021-06-07 19:03:57.743334: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2577. 2021-06-07 19:03:57.743401: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2578. /job:localhost/replica:0/task:0/device:CPU:0].
  2579. See below for details of this colocation group:
  2580. Colocation Debug Info:
  2581. Colocation group had the following types and supported devices:
  2582. 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_=[]
  2583. AssignSub: CPU
  2584. Const: CPU XLA_CPU XLA_GPU
  2585. Switch: CPU XLA_CPU XLA_GPU
  2586. Assign: CPU
  2587. VariableV2: CPU
  2588. Identity: CPU XLA_CPU XLA_GPU
  2589. RefSwitch: CPU
  2590.  
  2591. Colocation members, user-requested devices, and framework assigned devices, if any:
  2592. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  2593. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  2594. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  2595. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  2596. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  2597. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  2598. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  2599. transform_net2/tfc1/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  2600. save/Assign_96 (Assign) /device:GPU:0
  2601.  
  2602. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2603. 2021-06-07 19:03:57.743532: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2604. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2605. 2021-06-07 19:03:57.743554: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2606. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2607. 2021-06-07 19:03:57.743573: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2608. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2609. 2021-06-07 19:03:57.743600: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2610. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2611. 2021-06-07 19:03:57.743619: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2612. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2613. 2021-06-07 19:03:57.743640: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2614. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2615. 2021-06-07 19:03:57.743661: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2616. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2617. 2021-06-07 19:03:57.743682: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2618. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2619. 2021-06-07 19:03:57.743700: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2620. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2621. 2021-06-07 19:03:57.743718: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2622. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2623. 2021-06-07 19:03:57.743737: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2624. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2625. 2021-06-07 19:03:57.743756: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2626. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2627. 2021-06-07 19:03:57.743774: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2628. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2629. 2021-06-07 19:03:57.743796: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2630. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2631. 2021-06-07 19:03:57.743816: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2632. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2633. 2021-06-07 19:03:57.743835: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2634. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2635. 2021-06-07 19:03:57.743853: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2636. transform_net2/tfc1/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2637. 2021-06-07 19:03:57.743872: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2638. transform_net2/tfc1/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2639. 2021-06-07 19:03:57.743892: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2640. transform_net2/tfc1/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2641. 2021-06-07 19:03:57.743912: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2642. transform_net2/tfc1/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2643. 2021-06-07 19:03:57.743933: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2644. transform_net2/tfc1/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2645. 2021-06-07 19:03:57.743953: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2646. transform_net2/tfc1/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2647. 2021-06-07 19:03:57.743974: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2648. transform_net2/tfc1/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2649. 2021-06-07 19:03:57.743993: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2650. transform_net2/tfc1/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2651. 2021-06-07 19:03:57.744015: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2652. transform_net2/tfc1/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2653. 2021-06-07 19:03:57.744036: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2654. transform_net2/tfc1/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2655. 2021-06-07 19:03:57.744054: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2656. transform_net2/tfc1/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2657. 2021-06-07 19:03:57.744075: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2658. transform_net2/tfc1/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2659. 2021-06-07 19:03:57.744093: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2660. transform_net2/tfc1/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2661. 2021-06-07 19:03:57.744112: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2662. transform_net2/tfc1/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2663. 2021-06-07 19:03:57.744131: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2664. transform_net2/tfc1/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2665. 2021-06-07 19:03:57.744149: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2666. transform_net2/tfc1/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2667. 2021-06-07 19:03:57.744168: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2668. transform_net2/tfc1/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2669. 2021-06-07 19:03:57.744189: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2670. transform_net2/tfc1/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2671. 2021-06-07 19:03:57.744209: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2672. transform_net2/tfc1/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  2673. 2021-06-07 19:03:57.744230: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  2674. transform_net2/tfc1/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2675. 2021-06-07 19:03:57.744251: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2676. transform_net2/tfc1/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2677. 2021-06-07 19:03:57.744271: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2678. transform_net2/tfc1/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2679. 2021-06-07 19:03:57.744292: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2680. transform_net2/tfc1/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2681. 2021-06-07 19:03:57.744312: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2682. transform_net2/tfc1/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2683. 2021-06-07 19:03:57.744333: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2684. transform_net2/tfc1/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  2685. 2021-06-07 19:03:57.744352: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  2686. transform_net2/tfc2/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  2687. 2021-06-07 19:03:57.744373: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  2688. transform_net2/tfc2/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2689. 2021-06-07 19:03:57.744393: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2690. transform_net2/tfc2/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2691. 2021-06-07 19:03:57.744411: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2692. transform_net2/tfc2/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  2693. 2021-06-07 19:03:57.744428: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  2694. transform_net2/tfc2/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2695. 2021-06-07 19:03:57.744445: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2696. transform_net2/tfc2/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2697. 2021-06-07 19:03:57.744462: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2698. transform_net2/tfc2/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2699. 2021-06-07 19:03:57.744479: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2700. transform_net2/tfc2/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  2701. 2021-06-07 19:03:57.744501: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  2702. transform_net2/tfc2/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2703. 2021-06-07 19:03:57.744520: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2704. transform_net2/tfc2/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  2705. 2021-06-07 19:03:57.744542: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  2706. transform_net2/tfc2/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2707. 2021-06-07 19:03:57.744563: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2708. transform_net2/tfc2/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2709. 2021-06-07 19:03:57.744584: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2710. transform_net2/tfc2/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2711. 2021-06-07 19:03:57.744606: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2712. transform_net2/tfc2/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  2713. 2021-06-07 19:03:57.744629: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  2714. 2021-06-07 19:03:57.744680: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2715. /job:localhost/replica:0/task:0/device:CPU:0].
  2716. See below for details of this colocation group:
  2717. Colocation Debug Info:
  2718. Colocation group had the following types and supported devices:
  2719. 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_=[]
  2720. Identity: CPU XLA_CPU XLA_GPU
  2721. VariableV2: CPU
  2722. Assign: CPU
  2723.  
  2724. Colocation members, user-requested devices, and framework assigned devices, if any:
  2725. transform_net2/tfc2/bn/beta (VariableV2) /device:GPU:0
  2726. transform_net2/tfc2/bn/beta/Assign (Assign) /device:GPU:0
  2727. transform_net2/tfc2/bn/beta/read (Identity) /device:GPU:0
  2728. save/Assign_99 (Assign) /device:GPU:0
  2729.  
  2730. transform_net2/tfc2/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2731. 2021-06-07 19:03:57.744770: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2732. transform_net2/tfc2/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2733. 2021-06-07 19:03:57.744794: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2734. transform_net2/tfc2/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2735. 2021-06-07 19:03:57.744813: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2736. 2021-06-07 19:03:57.744864: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2737. /job:localhost/replica:0/task:0/device:CPU:0].
  2738. See below for details of this colocation group:
  2739. Colocation Debug Info:
  2740. Colocation group had the following types and supported devices:
  2741. 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_=[]
  2742. Identity: CPU XLA_CPU XLA_GPU
  2743. VariableV2: CPU
  2744. Assign: CPU
  2745.  
  2746. Colocation members, user-requested devices, and framework assigned devices, if any:
  2747. transform_net2/tfc2/bn/gamma (VariableV2) /device:GPU:0
  2748. transform_net2/tfc2/bn/gamma/Assign (Assign) /device:GPU:0
  2749. transform_net2/tfc2/bn/gamma/read (Identity) /device:GPU:0
  2750. save/Assign_100 (Assign) /device:GPU:0
  2751.  
  2752. transform_net2/tfc2/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2753. 2021-06-07 19:03:57.744950: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2754. transform_net2/tfc2/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2755. 2021-06-07 19:03:57.744972: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2756. transform_net2/tfc2/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2757. 2021-06-07 19:03:57.744988: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2758. transform_net2/tfc2/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2759. 2021-06-07 19:03:57.745007: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2760. transform_net2/tfc2/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  2761. 2021-06-07 19:03:57.745026: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  2762. transform_net2/tfc2/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  2763. 2021-06-07 19:03:57.745046: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  2764. transform_net2/tfc2/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2765. 2021-06-07 19:03:57.745065: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  2766. transform_net2/tfc2/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2767. 2021-06-07 19:03:57.745084: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2768. transform_net2/tfc2/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2769. 2021-06-07 19:03:57.745103: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2770. transform_net2/tfc2/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2771. 2021-06-07 19:03:57.745126: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2772. transform_net2/tfc2/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2773. 2021-06-07 19:03:57.745145: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2774. transform_net2/tfc2/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2775. 2021-06-07 19:03:57.745164: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2776. transform_net2/tfc2/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2777. 2021-06-07 19:03:57.745184: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2778. 2021-06-07 19:03:57.745252: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2779. /job:localhost/replica:0/task:0/device:CPU:0].
  2780. See below for details of this colocation group:
  2781. Colocation Debug Info:
  2782. Colocation group had the following types and supported devices:
  2783. 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_=[]
  2784. AssignSub: CPU
  2785. Const: CPU XLA_CPU XLA_GPU
  2786. Switch: CPU XLA_CPU XLA_GPU
  2787. Assign: CPU
  2788. VariableV2: CPU
  2789. Identity: CPU XLA_CPU XLA_GPU
  2790. RefSwitch: CPU
  2791.  
  2792. Colocation members, user-requested devices, and framework assigned devices, if any:
  2793. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  2794. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  2795. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  2796. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  2797. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  2798. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  2799. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  2800. transform_net2/tfc2/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  2801. save/Assign_101 (Assign) /device:GPU:0
  2802.  
  2803. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2804. 2021-06-07 19:03:57.745383: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2805. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2806. 2021-06-07 19:03:57.745410: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2807. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2808. 2021-06-07 19:03:57.745428: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2809. 2021-06-07 19:03:57.745497: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2810. /job:localhost/replica:0/task:0/device:CPU:0].
  2811. See below for details of this colocation group:
  2812. Colocation Debug Info:
  2813. Colocation group had the following types and supported devices:
  2814. 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_=[]
  2815. AssignSub: CPU
  2816. Const: CPU XLA_CPU XLA_GPU
  2817. Switch: CPU XLA_CPU XLA_GPU
  2818. Assign: CPU
  2819. VariableV2: CPU
  2820. Identity: CPU XLA_CPU XLA_GPU
  2821. RefSwitch: CPU
  2822.  
  2823. Colocation members, user-requested devices, and framework assigned devices, if any:
  2824. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  2825. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  2826. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  2827. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  2828. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  2829. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  2830. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  2831. transform_net2/tfc2/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  2832. save/Assign_102 (Assign) /device:GPU:0
  2833.  
  2834. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2835. 2021-06-07 19:03:57.745646: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2836. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2837. 2021-06-07 19:03:57.745673: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2838. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2839. 2021-06-07 19:03:57.745693: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2840. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2841. 2021-06-07 19:03:57.745716: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2842. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2843. 2021-06-07 19:03:57.745735: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2844. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2845. 2021-06-07 19:03:57.745754: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2846. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2847. 2021-06-07 19:03:57.745776: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2848. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2849. 2021-06-07 19:03:57.745801: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2850. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2851. 2021-06-07 19:03:57.745820: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2852. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2853. 2021-06-07 19:03:57.745839: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2854. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2855. 2021-06-07 19:03:57.745860: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2856. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2857. 2021-06-07 19:03:57.745878: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2858. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2859. 2021-06-07 19:03:57.745896: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2860. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2861. 2021-06-07 19:03:57.745919: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2862. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2863. 2021-06-07 19:03:57.745938: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2864. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2865. 2021-06-07 19:03:57.745955: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  2866. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2867. 2021-06-07 19:03:57.745972: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  2868. transform_net2/tfc2/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2869. 2021-06-07 19:03:57.745995: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2870. transform_net2/tfc2/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2871. 2021-06-07 19:03:57.746014: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2872. transform_net2/tfc2/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2873. 2021-06-07 19:03:57.746033: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  2874. transform_net2/tfc2/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2875. 2021-06-07 19:03:57.746051: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2876. transform_net2/tfc2/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2877. 2021-06-07 19:03:57.746074: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2878. transform_net2/tfc2/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2879. 2021-06-07 19:03:57.746098: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2880. transform_net2/tfc2/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2881. 2021-06-07 19:03:57.746122: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2882. transform_net2/tfc2/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2883. 2021-06-07 19:03:57.746146: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2884. transform_net2/tfc2/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2885. 2021-06-07 19:03:57.746170: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2886. transform_net2/tfc2/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2887. 2021-06-07 19:03:57.746190: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2888. transform_net2/tfc2/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2889. 2021-06-07 19:03:57.746209: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2890. transform_net2/tfc2/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2891. 2021-06-07 19:03:57.746227: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2892. transform_net2/tfc2/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2893. 2021-06-07 19:03:57.746249: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2894. transform_net2/tfc2/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2895. 2021-06-07 19:03:57.746268: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2896. transform_net2/tfc2/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2897. 2021-06-07 19:03:57.746286: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  2898. transform_net2/tfc2/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2899. 2021-06-07 19:03:57.746308: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2900. transform_net2/tfc2/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2901. 2021-06-07 19:03:57.746328: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  2902. transform_net2/tfc2/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2903. 2021-06-07 19:03:57.746346: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2904. transform_net2/tfc2/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  2905. 2021-06-07 19:03:57.746365: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  2906. transform_net2/tfc2/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2907. 2021-06-07 19:03:57.746384: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2908. transform_net2/tfc2/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2909. 2021-06-07 19:03:57.746404: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2910. transform_net2/tfc2/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2911. 2021-06-07 19:03:57.746424: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2912. transform_net2/tfc2/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2913. 2021-06-07 19:03:57.746443: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2914. transform_net2/tfc2/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2915. 2021-06-07 19:03:57.746461: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2916. transform_net2/tfc2/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  2917. 2021-06-07 19:03:57.746481: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  2918. 2021-06-07 19:03:57.746537: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2919. /job:localhost/replica:0/task:0/device:CPU:0].
  2920. See below for details of this colocation group:
  2921. Colocation Debug Info:
  2922. Colocation group had the following types and supported devices:
  2923. 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_=[]
  2924. Identity: CPU XLA_CPU XLA_GPU
  2925. Assign: CPU
  2926. Const: CPU XLA_CPU XLA_GPU
  2927. VariableV2: CPU
  2928.  
  2929. Colocation members, user-requested devices, and framework assigned devices, if any:
  2930. transform_net2/transform_feat/weights/Initializer/Const (Const)
  2931. transform_net2/transform_feat/weights (VariableV2) /device:GPU:0
  2932. transform_net2/transform_feat/weights/Assign (Assign) /device:GPU:0
  2933. transform_net2/transform_feat/weights/read (Identity) /device:GPU:0
  2934. save/Assign_105 (Assign) /device:GPU:0
  2935.  
  2936. transform_net2/transform_feat/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2937. 2021-06-07 19:03:57.746621: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2938. transform_net2/transform_feat/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2939. 2021-06-07 19:03:57.746643: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2940. transform_net2/transform_feat/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2941. 2021-06-07 19:03:57.746662: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2942. 2021-06-07 19:03:57.746715: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  2943. /job:localhost/replica:0/task:0/device:CPU:0].
  2944. See below for details of this colocation group:
  2945. Colocation Debug Info:
  2946. Colocation group had the following types and supported devices:
  2947. 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_=[]
  2948. Identity: CPU XLA_CPU XLA_GPU
  2949. Assign: CPU
  2950. Const: CPU XLA_CPU XLA_GPU
  2951. VariableV2: CPU
  2952.  
  2953. Colocation members, user-requested devices, and framework assigned devices, if any:
  2954. transform_net2/transform_feat/biases/Initializer/Const (Const)
  2955. transform_net2/transform_feat/biases (VariableV2) /device:GPU:0
  2956. transform_net2/transform_feat/biases/Assign (Assign) /device:GPU:0
  2957. transform_net2/transform_feat/biases/read (Identity) /device:GPU:0
  2958. save/Assign_104 (Assign) /device:GPU:0
  2959.  
  2960. transform_net2/transform_feat/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2961. 2021-06-07 19:03:57.746805: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2962. transform_net2/transform_feat/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2963. 2021-06-07 19:03:57.746825: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2964. transform_net2/transform_feat/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2965. 2021-06-07 19:03:57.746842: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2966. transform_net2/transform_feat/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2967. 2021-06-07 19:03:57.746864: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  2968. transform_net2/transform_feat/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  2969. 2021-06-07 19:03:57.746887: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:CPU:0
  2970. transform_net2/transform_feat/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  2971. 2021-06-07 19:03:57.746910: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  2972. transform_net2/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0
  2973. 2021-06-07 19:03:57.746932: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:CPU:0
  2974. Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2975. 2021-06-07 19:03:57.746950: I tensorflow/core/common_runtime/placer.cc:114] Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  2976. MatMul_1: (BatchMatMulV2): /job:localhost/replica:0/task:0/device:CPU:0
  2977. 2021-06-07 19:03:57.746971: I tensorflow/core/common_runtime/placer.cc:114] MatMul_1: (BatchMatMulV2): /job:localhost/replica:0/task:0/device:CPU:0
  2978. ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:CPU:0
  2979. 2021-06-07 19:03:57.746990: I tensorflow/core/common_runtime/placer.cc:114] ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:CPU:0
  2980. conv3/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  2981. 2021-06-07 19:03:57.747012: I tensorflow/core/common_runtime/placer.cc:114] conv3/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  2982. conv3/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2983. 2021-06-07 19:03:57.747031: I tensorflow/core/common_runtime/placer.cc:114] conv3/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  2984. conv3/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2985. 2021-06-07 19:03:57.747048: I tensorflow/core/common_runtime/placer.cc:114] conv3/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2986. conv3/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  2987. 2021-06-07 19:03:57.747066: I tensorflow/core/common_runtime/placer.cc:114] conv3/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  2988. conv3/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2989. 2021-06-07 19:03:57.747085: I tensorflow/core/common_runtime/placer.cc:114] conv3/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  2990. conv3/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2991. 2021-06-07 19:03:57.747104: I tensorflow/core/common_runtime/placer.cc:114] conv3/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  2992. conv3/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2993. 2021-06-07 19:03:57.747122: I tensorflow/core/common_runtime/placer.cc:114] conv3/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  2994. conv3/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  2995. 2021-06-07 19:03:57.747141: I tensorflow/core/common_runtime/placer.cc:114] conv3/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  2996. conv3/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2997. 2021-06-07 19:03:57.747163: I tensorflow/core/common_runtime/placer.cc:114] conv3/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  2998. conv3/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  2999. 2021-06-07 19:03:57.747182: I tensorflow/core/common_runtime/placer.cc:114] conv3/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  3000. conv3/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3001. 2021-06-07 19:03:57.747202: I tensorflow/core/common_runtime/placer.cc:114] conv3/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3002. conv3/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3003. 2021-06-07 19:03:57.747221: I tensorflow/core/common_runtime/placer.cc:114] conv3/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3004. conv3/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3005. 2021-06-07 19:03:57.747239: I tensorflow/core/common_runtime/placer.cc:114] conv3/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3006. conv3/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  3007. 2021-06-07 19:03:57.747261: I tensorflow/core/common_runtime/placer.cc:114] conv3/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  3008. 2021-06-07 19:03:57.747310: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3009. /job:localhost/replica:0/task:0/device:CPU:0].
  3010. See below for details of this colocation group:
  3011. Colocation Debug Info:
  3012. Colocation group had the following types and supported devices:
  3013. 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_=[]
  3014. Identity: CPU XLA_CPU XLA_GPU
  3015. VariableV2: CPU
  3016. Assign: CPU
  3017.  
  3018. Colocation members, user-requested devices, and framework assigned devices, if any:
  3019. conv3/bn/beta (VariableV2) /device:GPU:0
  3020. conv3/bn/beta/Assign (Assign) /device:GPU:0
  3021. conv3/bn/beta/read (Identity) /device:GPU:0
  3022. save/Assign_13 (Assign) /device:GPU:0
  3023.  
  3024. conv3/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3025. 2021-06-07 19:03:57.747393: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3026. conv3/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3027. 2021-06-07 19:03:57.747412: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3028. conv3/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3029. 2021-06-07 19:03:57.747430: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3030. 2021-06-07 19:03:57.747478: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3031. /job:localhost/replica:0/task:0/device:CPU:0].
  3032. See below for details of this colocation group:
  3033. Colocation Debug Info:
  3034. Colocation group had the following types and supported devices:
  3035. 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_=[]
  3036. Identity: CPU XLA_CPU XLA_GPU
  3037. VariableV2: CPU
  3038. Assign: CPU
  3039.  
  3040. Colocation members, user-requested devices, and framework assigned devices, if any:
  3041. conv3/bn/gamma (VariableV2) /device:GPU:0
  3042. conv3/bn/gamma/Assign (Assign) /device:GPU:0
  3043. conv3/bn/gamma/read (Identity) /device:GPU:0
  3044. save/Assign_16 (Assign) /device:GPU:0
  3045.  
  3046. conv3/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3047. 2021-06-07 19:03:57.747563: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3048. conv3/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3049. 2021-06-07 19:03:57.747585: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3050. conv3/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3051. 2021-06-07 19:03:57.747610: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3052. conv3/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3053. 2021-06-07 19:03:57.747631: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3054. conv3/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  3055. 2021-06-07 19:03:57.747654: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  3056. conv3/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  3057. 2021-06-07 19:03:57.747676: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  3058. conv3/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3059. 2021-06-07 19:03:57.747698: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3060. conv3/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3061. 2021-06-07 19:03:57.747722: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3062. conv3/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3063. 2021-06-07 19:03:57.747744: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3064. conv3/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3065. 2021-06-07 19:03:57.747763: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3066. conv3/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3067. 2021-06-07 19:03:57.747782: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3068. conv3/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3069. 2021-06-07 19:03:57.747803: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3070. conv3/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3071. 2021-06-07 19:03:57.747823: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3072. 2021-06-07 19:03:57.747898: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3073. /job:localhost/replica:0/task:0/device:CPU:0].
  3074. See below for details of this colocation group:
  3075. Colocation Debug Info:
  3076. Colocation group had the following types and supported devices:
  3077. 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_=[]
  3078. AssignSub: CPU
  3079. Const: CPU XLA_CPU XLA_GPU
  3080. Switch: CPU XLA_CPU XLA_GPU
  3081. Assign: CPU
  3082. VariableV2: CPU
  3083. Identity: CPU XLA_CPU XLA_GPU
  3084. RefSwitch: CPU
  3085.  
  3086. Colocation members, user-requested devices, and framework assigned devices, if any:
  3087. conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  3088. conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  3089. conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  3090. conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  3091. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  3092. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  3093. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  3094. conv3/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  3095. save/Assign_14 (Assign) /device:GPU:0
  3096.  
  3097. conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3098. 2021-06-07 19:03:57.748011: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3099. conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3100. 2021-06-07 19:03:57.748031: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3101. conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3102. 2021-06-07 19:03:57.748050: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3103. 2021-06-07 19:03:57.748121: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3104. /job:localhost/replica:0/task:0/device:CPU:0].
  3105. See below for details of this colocation group:
  3106. Colocation Debug Info:
  3107. Colocation group had the following types and supported devices:
  3108. 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_=[]
  3109. AssignSub: CPU
  3110. Const: CPU XLA_CPU XLA_GPU
  3111. Switch: CPU XLA_CPU XLA_GPU
  3112. Assign: CPU
  3113. VariableV2: CPU
  3114. Identity: CPU XLA_CPU XLA_GPU
  3115. RefSwitch: CPU
  3116.  
  3117. Colocation members, user-requested devices, and framework assigned devices, if any:
  3118. conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  3119. conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  3120. conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  3121. conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  3122. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  3123. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  3124. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  3125. conv3/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  3126. save/Assign_15 (Assign) /device:GPU:0
  3127.  
  3128. conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3129. 2021-06-07 19:03:57.748229: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3130. conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3131. 2021-06-07 19:03:57.748253: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3132. conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3133. 2021-06-07 19:03:57.748272: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3134. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3135. 2021-06-07 19:03:57.748296: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3136. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3137. 2021-06-07 19:03:57.748315: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3138. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3139. 2021-06-07 19:03:57.748333: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3140. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3141. 2021-06-07 19:03:57.748382: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3142. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3143. 2021-06-07 19:03:57.748401: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3144. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3145. 2021-06-07 19:03:57.748417: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3146. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3147. 2021-06-07 19:03:57.748435: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3148. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3149. 2021-06-07 19:03:57.748458: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3150. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3151. 2021-06-07 19:03:57.748480: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3152. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3153. 2021-06-07 19:03:57.748491: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3154. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3155. 2021-06-07 19:03:57.748502: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3156. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3157. 2021-06-07 19:03:57.748513: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3158. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3159. 2021-06-07 19:03:57.748522: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3160. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3161. 2021-06-07 19:03:57.748531: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3162. conv3/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3163. 2021-06-07 19:03:57.748542: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3164. conv3/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3165. 2021-06-07 19:03:57.748552: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3166. conv3/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3167. 2021-06-07 19:03:57.748562: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3168. conv3/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3169. 2021-06-07 19:03:57.748572: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3170. conv3/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3171. 2021-06-07 19:03:57.748582: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3172. conv3/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3173. 2021-06-07 19:03:57.748593: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3174. conv3/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3175. 2021-06-07 19:03:57.748609: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3176. conv3/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3177. 2021-06-07 19:03:57.748620: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3178. conv3/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3179. 2021-06-07 19:03:57.748630: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3180. conv3/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3181. 2021-06-07 19:03:57.748640: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3182. conv3/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3183. 2021-06-07 19:03:57.748650: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3184. conv3/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3185. 2021-06-07 19:03:57.748659: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3186. conv3/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3187. 2021-06-07 19:03:57.748669: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3188. conv3/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3189. 2021-06-07 19:03:57.748678: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3190. conv3/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3191. 2021-06-07 19:03:57.748687: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3192. conv3/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3193. 2021-06-07 19:03:57.748697: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3194. conv3/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3195. 2021-06-07 19:03:57.748708: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3196. conv3/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3197. 2021-06-07 19:03:57.748729: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3198. conv3/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  3199. 2021-06-07 19:03:57.748740: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  3200. conv3/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3201. 2021-06-07 19:03:57.748751: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3202. conv3/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3203. 2021-06-07 19:03:57.748761: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3204. conv3/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3205. 2021-06-07 19:03:57.748771: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3206. conv3/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3207. 2021-06-07 19:03:57.748781: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3208. conv3/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3209. 2021-06-07 19:03:57.748791: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3210. conv3/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  3211. 2021-06-07 19:03:57.748801: I tensorflow/core/common_runtime/placer.cc:114] conv3/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  3212. conv4/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  3213. 2021-06-07 19:03:57.748812: I tensorflow/core/common_runtime/placer.cc:114] conv4/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  3214. conv4/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3215. 2021-06-07 19:03:57.748821: I tensorflow/core/common_runtime/placer.cc:114] conv4/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3216. conv4/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3217. 2021-06-07 19:03:57.748830: I tensorflow/core/common_runtime/placer.cc:114] conv4/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3218. conv4/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  3219. 2021-06-07 19:03:57.748839: I tensorflow/core/common_runtime/placer.cc:114] conv4/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  3220. conv4/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3221. 2021-06-07 19:03:57.748847: I tensorflow/core/common_runtime/placer.cc:114] conv4/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3222. conv4/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3223. 2021-06-07 19:03:57.748856: I tensorflow/core/common_runtime/placer.cc:114] conv4/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3224. conv4/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3225. 2021-06-07 19:03:57.748865: I tensorflow/core/common_runtime/placer.cc:114] conv4/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3226. conv4/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  3227. 2021-06-07 19:03:57.748875: I tensorflow/core/common_runtime/placer.cc:114] conv4/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  3228. conv4/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3229. 2021-06-07 19:03:57.748885: I tensorflow/core/common_runtime/placer.cc:114] conv4/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3230. conv4/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  3231. 2021-06-07 19:03:57.748895: I tensorflow/core/common_runtime/placer.cc:114] conv4/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  3232. conv4/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3233. 2021-06-07 19:03:57.748905: I tensorflow/core/common_runtime/placer.cc:114] conv4/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3234. conv4/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3235. 2021-06-07 19:03:57.749016: I tensorflow/core/common_runtime/placer.cc:114] conv4/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3236. conv4/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3237. 2021-06-07 19:03:57.749026: I tensorflow/core/common_runtime/placer.cc:114] conv4/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3238. conv4/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  3239. 2021-06-07 19:03:57.749037: I tensorflow/core/common_runtime/placer.cc:114] conv4/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  3240. 2021-06-07 19:03:57.749084: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3241. /job:localhost/replica:0/task:0/device:CPU:0].
  3242. See below for details of this colocation group:
  3243. Colocation Debug Info:
  3244. Colocation group had the following types and supported devices:
  3245. 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_=[]
  3246. Identity: CPU XLA_CPU XLA_GPU
  3247. VariableV2: CPU
  3248. Assign: CPU
  3249.  
  3250. Colocation members, user-requested devices, and framework assigned devices, if any:
  3251. conv4/bn/beta (VariableV2) /device:GPU:0
  3252. conv4/bn/beta/Assign (Assign) /device:GPU:0
  3253. conv4/bn/beta/read (Identity) /device:GPU:0
  3254. save/Assign_19 (Assign) /device:GPU:0
  3255.  
  3256. conv4/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3257. 2021-06-07 19:03:57.749108: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3258. conv4/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3259. 2021-06-07 19:03:57.749118: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3260. conv4/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3261. 2021-06-07 19:03:57.749127: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3262. 2021-06-07 19:03:57.749170: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3263. /job:localhost/replica:0/task:0/device:CPU:0].
  3264. See below for details of this colocation group:
  3265. Colocation Debug Info:
  3266. Colocation group had the following types and supported devices:
  3267. 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_=[]
  3268. Identity: CPU XLA_CPU XLA_GPU
  3269. VariableV2: CPU
  3270. Assign: CPU
  3271.  
  3272. Colocation members, user-requested devices, and framework assigned devices, if any:
  3273. conv4/bn/gamma (VariableV2) /device:GPU:0
  3274. conv4/bn/gamma/Assign (Assign) /device:GPU:0
  3275. conv4/bn/gamma/read (Identity) /device:GPU:0
  3276. save/Assign_22 (Assign) /device:GPU:0
  3277.  
  3278. conv4/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3279. 2021-06-07 19:03:57.749193: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3280. conv4/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3281. 2021-06-07 19:03:57.749203: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3282. conv4/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3283. 2021-06-07 19:03:57.749212: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3284. conv4/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3285. 2021-06-07 19:03:57.749223: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3286. conv4/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  3287. 2021-06-07 19:03:57.749233: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  3288. conv4/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  3289. 2021-06-07 19:03:57.749244: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  3290. conv4/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3291. 2021-06-07 19:03:57.749255: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3292. conv4/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3293. 2021-06-07 19:03:57.749265: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3294. conv4/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3295. 2021-06-07 19:03:57.749276: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3296. conv4/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3297. 2021-06-07 19:03:57.749286: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3298. conv4/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3299. 2021-06-07 19:03:57.749297: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3300. conv4/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3301. 2021-06-07 19:03:57.749308: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3302. conv4/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3303. 2021-06-07 19:03:57.749318: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3304. 2021-06-07 19:03:57.749383: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3305. /job:localhost/replica:0/task:0/device:CPU:0].
  3306. See below for details of this colocation group:
  3307. Colocation Debug Info:
  3308. Colocation group had the following types and supported devices:
  3309. 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_=[]
  3310. AssignSub: CPU
  3311. Const: CPU XLA_CPU XLA_GPU
  3312. Switch: CPU XLA_CPU XLA_GPU
  3313. Assign: CPU
  3314. VariableV2: CPU
  3315. Identity: CPU XLA_CPU XLA_GPU
  3316. RefSwitch: CPU
  3317.  
  3318. Colocation members, user-requested devices, and framework assigned devices, if any:
  3319. conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  3320. conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  3321. conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  3322. conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  3323. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  3324. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  3325. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  3326. conv4/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  3327. save/Assign_20 (Assign) /device:GPU:0
  3328.  
  3329. conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3330. 2021-06-07 19:03:57.749423: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3331. conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3332. 2021-06-07 19:03:57.749434: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3333. conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3334. 2021-06-07 19:03:57.749443: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3335. 2021-06-07 19:03:57.749506: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3336. /job:localhost/replica:0/task:0/device:CPU:0].
  3337. See below for details of this colocation group:
  3338. Colocation Debug Info:
  3339. Colocation group had the following types and supported devices:
  3340. 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_=[]
  3341. AssignSub: CPU
  3342. Const: CPU XLA_CPU XLA_GPU
  3343. Switch: CPU XLA_CPU XLA_GPU
  3344. Assign: CPU
  3345. VariableV2: CPU
  3346. Identity: CPU XLA_CPU XLA_GPU
  3347. RefSwitch: CPU
  3348.  
  3349. Colocation members, user-requested devices, and framework assigned devices, if any:
  3350. conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  3351. conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  3352. conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  3353. conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  3354. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  3355. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  3356. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  3357. conv4/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  3358. save/Assign_21 (Assign) /device:GPU:0
  3359.  
  3360. conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3361. 2021-06-07 19:03:57.749609: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3362. conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3363. 2021-06-07 19:03:57.749621: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3364. conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3365. 2021-06-07 19:03:57.749630: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3366. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3367. 2021-06-07 19:03:57.749642: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3368. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3369. 2021-06-07 19:03:57.749651: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3370. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3371. 2021-06-07 19:03:57.749661: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3372. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3373. 2021-06-07 19:03:57.749672: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3374. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3375. 2021-06-07 19:03:57.749683: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3376. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3377. 2021-06-07 19:03:57.749692: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3378. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3379. 2021-06-07 19:03:57.749701: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3380. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3381. 2021-06-07 19:03:57.749712: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3382. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3383. 2021-06-07 19:03:57.749722: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3384. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3385. 2021-06-07 19:03:57.749731: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3386. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3387. 2021-06-07 19:03:57.749742: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3388. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3389. 2021-06-07 19:03:57.749764: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3390. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3391. 2021-06-07 19:03:57.749785: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3392. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3393. 2021-06-07 19:03:57.749801: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3394. conv4/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3395. 2021-06-07 19:03:57.749820: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3396. conv4/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3397. 2021-06-07 19:03:57.749838: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3398. conv4/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3399. 2021-06-07 19:03:57.749861: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3400. conv4/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3401. 2021-06-07 19:03:57.749880: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3402. conv4/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3403. 2021-06-07 19:03:57.749902: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3404. conv4/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3405. 2021-06-07 19:03:57.749921: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3406. conv4/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3407. 2021-06-07 19:03:57.749941: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3408. conv4/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3409. 2021-06-07 19:03:57.749961: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3410. conv4/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3411. 2021-06-07 19:03:57.749980: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3412. conv4/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3413. 2021-06-07 19:03:57.749999: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3414. conv4/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3415. 2021-06-07 19:03:57.750017: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3416. conv4/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3417. 2021-06-07 19:03:57.750034: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3418. conv4/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3419. 2021-06-07 19:03:57.750056: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3420. conv4/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3421. 2021-06-07 19:03:57.750074: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3422. conv4/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3423. 2021-06-07 19:03:57.750091: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3424. conv4/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3425. 2021-06-07 19:03:57.750114: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3426. conv4/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3427. 2021-06-07 19:03:57.750132: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3428. conv4/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3429. 2021-06-07 19:03:57.750151: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3430. conv4/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  3431. 2021-06-07 19:03:57.750170: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  3432. conv4/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3433. 2021-06-07 19:03:57.750189: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3434. conv4/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3435. 2021-06-07 19:03:57.750208: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3436. conv4/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3437. 2021-06-07 19:03:57.750227: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3438. conv4/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3439. 2021-06-07 19:03:57.750245: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3440. conv4/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3441. 2021-06-07 19:03:57.750264: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3442. conv4/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  3443. 2021-06-07 19:03:57.750283: I tensorflow/core/common_runtime/placer.cc:114] conv4/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  3444. conv5/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  3445. 2021-06-07 19:03:57.750305: I tensorflow/core/common_runtime/placer.cc:114] conv5/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  3446. conv5/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3447. 2021-06-07 19:03:57.750322: I tensorflow/core/common_runtime/placer.cc:114] conv5/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3448. conv5/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3449. 2021-06-07 19:03:57.750339: I tensorflow/core/common_runtime/placer.cc:114] conv5/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3450. conv5/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  3451. 2021-06-07 19:03:57.750357: I tensorflow/core/common_runtime/placer.cc:114] conv5/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  3452. conv5/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3453. 2021-06-07 19:03:57.750375: I tensorflow/core/common_runtime/placer.cc:114] conv5/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3454. conv5/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3455. 2021-06-07 19:03:57.750392: I tensorflow/core/common_runtime/placer.cc:114] conv5/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3456. conv5/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3457. 2021-06-07 19:03:57.750410: I tensorflow/core/common_runtime/placer.cc:114] conv5/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3458. conv5/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  3459. 2021-06-07 19:03:57.750432: I tensorflow/core/common_runtime/placer.cc:114] conv5/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  3460. conv5/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3461. 2021-06-07 19:03:57.750450: I tensorflow/core/common_runtime/placer.cc:114] conv5/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3462. conv5/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  3463. 2021-06-07 19:03:57.750471: I tensorflow/core/common_runtime/placer.cc:114] conv5/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  3464. conv5/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3465. 2021-06-07 19:03:57.750491: I tensorflow/core/common_runtime/placer.cc:114] conv5/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3466. conv5/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3467. 2021-06-07 19:03:57.750509: I tensorflow/core/common_runtime/placer.cc:114] conv5/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3468. conv5/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3469. 2021-06-07 19:03:57.750526: I tensorflow/core/common_runtime/placer.cc:114] conv5/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3470. conv5/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  3471. 2021-06-07 19:03:57.750546: I tensorflow/core/common_runtime/placer.cc:114] conv5/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  3472. 2021-06-07 19:03:57.750600: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3473. /job:localhost/replica:0/task:0/device:CPU:0].
  3474. See below for details of this colocation group:
  3475. Colocation Debug Info:
  3476. Colocation group had the following types and supported devices:
  3477. 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_=[]
  3478. Identity: CPU XLA_CPU XLA_GPU
  3479. VariableV2: CPU
  3480. Assign: CPU
  3481.  
  3482. Colocation members, user-requested devices, and framework assigned devices, if any:
  3483. conv5/bn/beta (VariableV2) /device:GPU:0
  3484. conv5/bn/beta/Assign (Assign) /device:GPU:0
  3485. conv5/bn/beta/read (Identity) /device:GPU:0
  3486. save/Assign_25 (Assign) /device:GPU:0
  3487.  
  3488. conv5/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3489. 2021-06-07 19:03:57.750687: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3490. conv5/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3491. 2021-06-07 19:03:57.750707: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3492. conv5/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3493. 2021-06-07 19:03:57.750725: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3494. 2021-06-07 19:03:57.750773: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3495. /job:localhost/replica:0/task:0/device:CPU:0].
  3496. See below for details of this colocation group:
  3497. Colocation Debug Info:
  3498. Colocation group had the following types and supported devices:
  3499. 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_=[]
  3500. Identity: CPU XLA_CPU XLA_GPU
  3501. VariableV2: CPU
  3502. Assign: CPU
  3503.  
  3504. Colocation members, user-requested devices, and framework assigned devices, if any:
  3505. conv5/bn/gamma (VariableV2) /device:GPU:0
  3506. conv5/bn/gamma/Assign (Assign) /device:GPU:0
  3507. conv5/bn/gamma/read (Identity) /device:GPU:0
  3508. save/Assign_28 (Assign) /device:GPU:0
  3509.  
  3510. conv5/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3511. 2021-06-07 19:03:57.750858: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3512. conv5/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3513. 2021-06-07 19:03:57.750880: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3514. conv5/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3515. 2021-06-07 19:03:57.750900: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3516. conv5/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3517. 2021-06-07 19:03:57.750921: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3518. conv5/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  3519. 2021-06-07 19:03:57.750940: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  3520. conv5/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  3521. 2021-06-07 19:03:57.750962: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  3522. conv5/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3523. 2021-06-07 19:03:57.750984: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3524. conv5/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3525. 2021-06-07 19:03:57.751003: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3526. conv5/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3527. 2021-06-07 19:03:57.751024: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3528. conv5/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3529. 2021-06-07 19:03:57.751048: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3530. conv5/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3531. 2021-06-07 19:03:57.751069: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3532. conv5/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3533. 2021-06-07 19:03:57.751091: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3534. conv5/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3535. 2021-06-07 19:03:57.751110: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3536. 2021-06-07 19:03:57.751189: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3537. /job:localhost/replica:0/task:0/device:CPU:0].
  3538. See below for details of this colocation group:
  3539. Colocation Debug Info:
  3540. Colocation group had the following types and supported devices:
  3541. 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_=[]
  3542. AssignSub: CPU
  3543. Fill: CPU XLA_CPU XLA_GPU
  3544. Const: CPU XLA_CPU XLA_GPU
  3545. Switch: CPU XLA_CPU XLA_GPU
  3546. RefSwitch: CPU
  3547. Identity: CPU XLA_CPU XLA_GPU
  3548. VariableV2: CPU
  3549. Assign: CPU
  3550.  
  3551. Colocation members, user-requested devices, and framework assigned devices, if any:
  3552. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor (Const)
  3553. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/Const (Const)
  3554. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Fill)
  3555. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  3556. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  3557. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  3558. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  3559. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  3560. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  3561. conv5/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  3562. save/Assign_26 (Assign) /device:GPU:0
  3563.  
  3564. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  3565. 2021-06-07 19:03:57.751301: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  3566. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3567. 2021-06-07 19:03:57.751325: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3568. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3569. 2021-06-07 19:03:57.751345: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3570. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3571. 2021-06-07 19:03:57.751365: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3572. 2021-06-07 19:03:57.751443: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3573. /job:localhost/replica:0/task:0/device:CPU:0].
  3574. See below for details of this colocation group:
  3575. Colocation Debug Info:
  3576. Colocation group had the following types and supported devices:
  3577. 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_=[]
  3578. AssignSub: CPU
  3579. Fill: CPU XLA_CPU XLA_GPU
  3580. Const: CPU XLA_CPU XLA_GPU
  3581. Switch: CPU XLA_CPU XLA_GPU
  3582. RefSwitch: CPU
  3583. Identity: CPU XLA_CPU XLA_GPU
  3584. VariableV2: CPU
  3585. Assign: CPU
  3586.  
  3587. Colocation members, user-requested devices, and framework assigned devices, if any:
  3588. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor (Const)
  3589. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/Const (Const)
  3590. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Fill)
  3591. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  3592. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  3593. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  3594. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  3595. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  3596. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  3597. conv5/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  3598. save/Assign_27 (Assign) /device:GPU:0
  3599.  
  3600. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  3601. 2021-06-07 19:03:57.751583: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Fill): /job:localhost/replica:0/task:0/device:CPU:0
  3602. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3603. 2021-06-07 19:03:57.751606: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3604. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3605. 2021-06-07 19:03:57.751624: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3606. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3607. 2021-06-07 19:03:57.751642: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3608. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3609. 2021-06-07 19:03:57.751664: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3610. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3611. 2021-06-07 19:03:57.751683: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3612. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3613. 2021-06-07 19:03:57.751701: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3614. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3615. 2021-06-07 19:03:57.751720: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3616. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3617. 2021-06-07 19:03:57.751738: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3618. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3619. 2021-06-07 19:03:57.751755: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3620. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3621. 2021-06-07 19:03:57.751773: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3622. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3623. 2021-06-07 19:03:57.751796: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3624. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3625. 2021-06-07 19:03:57.751815: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3626. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3627. 2021-06-07 19:03:57.751834: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3628. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3629. 2021-06-07 19:03:57.751860: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3630. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3631. 2021-06-07 19:03:57.751881: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3632. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3633. 2021-06-07 19:03:57.751900: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3634. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3635. 2021-06-07 19:03:57.751918: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3636. conv5/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3637. 2021-06-07 19:03:57.751940: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3638. conv5/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3639. 2021-06-07 19:03:57.751959: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3640. conv5/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3641. 2021-06-07 19:03:57.751979: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3642. conv5/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3643. 2021-06-07 19:03:57.751998: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3644. conv5/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3645. 2021-06-07 19:03:57.752020: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3646. conv5/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3647. 2021-06-07 19:03:57.752040: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3648. conv5/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3649. 2021-06-07 19:03:57.752058: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3650. conv5/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3651. 2021-06-07 19:03:57.752080: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3652. conv5/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3653. 2021-06-07 19:03:57.752099: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3654. conv5/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3655. 2021-06-07 19:03:57.752116: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3656. conv5/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3657. 2021-06-07 19:03:57.752134: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3658. conv5/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3659. 2021-06-07 19:03:57.752151: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3660. conv5/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3661. 2021-06-07 19:03:57.752171: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3662. conv5/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3663. 2021-06-07 19:03:57.752188: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3664. conv5/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3665. 2021-06-07 19:03:57.752205: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3666. conv5/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3667. 2021-06-07 19:03:57.752228: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3668. conv5/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3669. 2021-06-07 19:03:57.752247: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3670. conv5/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3671. 2021-06-07 19:03:57.752268: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3672. conv5/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  3673. 2021-06-07 19:03:57.752288: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  3674. conv5/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3675. 2021-06-07 19:03:57.752307: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3676. conv5/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3677. 2021-06-07 19:03:57.752330: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3678. conv5/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3679. 2021-06-07 19:03:57.752348: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3680. conv5/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3681. 2021-06-07 19:03:57.752369: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3682. conv5/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3683. 2021-06-07 19:03:57.752387: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3684. conv5/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  3685. 2021-06-07 19:03:57.752408: I tensorflow/core/common_runtime/placer.cc:114] conv5/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  3686. maxpool/maxpool: (MaxPool): /job:localhost/replica:0/task:0/device:CPU:0
  3687. 2021-06-07 19:03:57.752426: I tensorflow/core/common_runtime/placer.cc:114] maxpool/maxpool: (MaxPool): /job:localhost/replica:0/task:0/device:CPU:0
  3688. Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0
  3689. 2021-06-07 19:03:57.752444: I tensorflow/core/common_runtime/placer.cc:114] Tile: (Tile): /job:localhost/replica:0/task:0/device:CPU:0
  3690. concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0
  3691. 2021-06-07 19:03:57.752463: I tensorflow/core/common_runtime/placer.cc:114] concat: (ConcatV2): /job:localhost/replica:0/task:0/device:CPU:0
  3692. conv6/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  3693. 2021-06-07 19:03:57.752485: I tensorflow/core/common_runtime/placer.cc:114] conv6/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  3694. conv6/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3695. 2021-06-07 19:03:57.752505: I tensorflow/core/common_runtime/placer.cc:114] conv6/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3696. conv6/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3697. 2021-06-07 19:03:57.752522: I tensorflow/core/common_runtime/placer.cc:114] conv6/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3698. conv6/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  3699. 2021-06-07 19:03:57.752543: I tensorflow/core/common_runtime/placer.cc:114] conv6/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  3700. conv6/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3701. 2021-06-07 19:03:57.752562: I tensorflow/core/common_runtime/placer.cc:114] conv6/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3702. conv6/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3703. 2021-06-07 19:03:57.752580: I tensorflow/core/common_runtime/placer.cc:114] conv6/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3704. conv6/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3705. 2021-06-07 19:03:57.752600: I tensorflow/core/common_runtime/placer.cc:114] conv6/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3706. conv6/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  3707. 2021-06-07 19:03:57.752621: I tensorflow/core/common_runtime/placer.cc:114] conv6/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  3708. conv6/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3709. 2021-06-07 19:03:57.752645: I tensorflow/core/common_runtime/placer.cc:114] conv6/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3710. conv6/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  3711. 2021-06-07 19:03:57.752662: I tensorflow/core/common_runtime/placer.cc:114] conv6/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  3712. conv6/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3713. 2021-06-07 19:03:57.752681: I tensorflow/core/common_runtime/placer.cc:114] conv6/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3714. conv6/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3715. 2021-06-07 19:03:57.752698: I tensorflow/core/common_runtime/placer.cc:114] conv6/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3716. conv6/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3717. 2021-06-07 19:03:57.752715: I tensorflow/core/common_runtime/placer.cc:114] conv6/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3718. conv6/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  3719. 2021-06-07 19:03:57.752738: I tensorflow/core/common_runtime/placer.cc:114] conv6/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  3720. 2021-06-07 19:03:57.752788: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3721. /job:localhost/replica:0/task:0/device:CPU:0].
  3722. See below for details of this colocation group:
  3723. Colocation Debug Info:
  3724. Colocation group had the following types and supported devices:
  3725. 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_=[]
  3726. Identity: CPU XLA_CPU XLA_GPU
  3727. VariableV2: CPU
  3728. Assign: CPU
  3729.  
  3730. Colocation members, user-requested devices, and framework assigned devices, if any:
  3731. conv6/bn/beta (VariableV2) /device:GPU:0
  3732. conv6/bn/beta/Assign (Assign) /device:GPU:0
  3733. conv6/bn/beta/read (Identity) /device:GPU:0
  3734. save/Assign_31 (Assign) /device:GPU:0
  3735.  
  3736. conv6/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3737. 2021-06-07 19:03:57.752878: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3738. conv6/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3739. 2021-06-07 19:03:57.752898: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3740. conv6/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3741. 2021-06-07 19:03:57.752915: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3742. 2021-06-07 19:03:57.752964: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3743. /job:localhost/replica:0/task:0/device:CPU:0].
  3744. See below for details of this colocation group:
  3745. Colocation Debug Info:
  3746. Colocation group had the following types and supported devices:
  3747. 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_=[]
  3748. Identity: CPU XLA_CPU XLA_GPU
  3749. VariableV2: CPU
  3750. Assign: CPU
  3751.  
  3752. Colocation members, user-requested devices, and framework assigned devices, if any:
  3753. conv6/bn/gamma (VariableV2) /device:GPU:0
  3754. conv6/bn/gamma/Assign (Assign) /device:GPU:0
  3755. conv6/bn/gamma/read (Identity) /device:GPU:0
  3756. save/Assign_34 (Assign) /device:GPU:0
  3757.  
  3758. conv6/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3759. 2021-06-07 19:03:57.753046: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3760. conv6/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3761. 2021-06-07 19:03:57.753064: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3762. conv6/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3763. 2021-06-07 19:03:57.753084: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3764. conv6/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3765. 2021-06-07 19:03:57.753105: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3766. conv6/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  3767. 2021-06-07 19:03:57.753124: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  3768. conv6/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  3769. 2021-06-07 19:03:57.753145: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  3770. conv6/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3771. 2021-06-07 19:03:57.753167: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3772. conv6/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3773. 2021-06-07 19:03:57.753187: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3774. conv6/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3775. 2021-06-07 19:03:57.753208: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  3776. conv6/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3777. 2021-06-07 19:03:57.753231: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3778. conv6/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3779. 2021-06-07 19:03:57.753255: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3780. conv6/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3781. 2021-06-07 19:03:57.753279: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3782. conv6/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3783. 2021-06-07 19:03:57.753298: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3784. 2021-06-07 19:03:57.753367: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3785. /job:localhost/replica:0/task:0/device:CPU:0].
  3786. See below for details of this colocation group:
  3787. Colocation Debug Info:
  3788. Colocation group had the following types and supported devices:
  3789. 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_=[]
  3790. AssignSub: CPU
  3791. Const: CPU XLA_CPU XLA_GPU
  3792. Switch: CPU XLA_CPU XLA_GPU
  3793. Assign: CPU
  3794. VariableV2: CPU
  3795. Identity: CPU XLA_CPU XLA_GPU
  3796. RefSwitch: CPU
  3797.  
  3798. Colocation members, user-requested devices, and framework assigned devices, if any:
  3799. conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  3800. conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  3801. conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  3802. conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  3803. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  3804. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  3805. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  3806. conv6/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  3807. save/Assign_32 (Assign) /device:GPU:0
  3808.  
  3809. conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3810. 2021-06-07 19:03:57.753495: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3811. conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3812. 2021-06-07 19:03:57.753515: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3813. conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3814. 2021-06-07 19:03:57.753532: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3815. 2021-06-07 19:03:57.753605: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3816. /job:localhost/replica:0/task:0/device:CPU:0].
  3817. See below for details of this colocation group:
  3818. Colocation Debug Info:
  3819. Colocation group had the following types and supported devices:
  3820. 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_=[]
  3821. AssignSub: CPU
  3822. Const: CPU XLA_CPU XLA_GPU
  3823. Switch: CPU XLA_CPU XLA_GPU
  3824. Assign: CPU
  3825. VariableV2: CPU
  3826. Identity: CPU XLA_CPU XLA_GPU
  3827. RefSwitch: CPU
  3828.  
  3829. Colocation members, user-requested devices, and framework assigned devices, if any:
  3830. conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  3831. conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  3832. conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  3833. conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  3834. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  3835. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  3836. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  3837. conv6/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  3838. save/Assign_33 (Assign) /device:GPU:0
  3839.  
  3840. conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3841. 2021-06-07 19:03:57.753710: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3842. conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3843. 2021-06-07 19:03:57.753730: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3844. conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3845. 2021-06-07 19:03:57.753749: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3846. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3847. 2021-06-07 19:03:57.753769: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3848. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3849. 2021-06-07 19:03:57.753787: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3850. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3851. 2021-06-07 19:03:57.753806: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3852. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3853. 2021-06-07 19:03:57.753825: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3854. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3855. 2021-06-07 19:03:57.753847: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3856. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3857. 2021-06-07 19:03:57.753867: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3858. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3859. 2021-06-07 19:03:57.753885: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3860. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3861. 2021-06-07 19:03:57.753907: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3862. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3863. 2021-06-07 19:03:57.753926: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3864. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3865. 2021-06-07 19:03:57.753945: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3866. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3867. 2021-06-07 19:03:57.753969: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3868. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3869. 2021-06-07 19:03:57.753990: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3870. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3871. 2021-06-07 19:03:57.754006: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  3872. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3873. 2021-06-07 19:03:57.754025: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  3874. conv6/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3875. 2021-06-07 19:03:57.754043: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3876. conv6/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3877. 2021-06-07 19:03:57.754062: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3878. conv6/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3879. 2021-06-07 19:03:57.754081: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  3880. conv6/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3881. 2021-06-07 19:03:57.754099: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3882. conv6/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3883. 2021-06-07 19:03:57.754117: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3884. conv6/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3885. 2021-06-07 19:03:57.754136: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3886. conv6/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3887. 2021-06-07 19:03:57.754155: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3888. conv6/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3889. 2021-06-07 19:03:57.754177: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3890. conv6/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3891. 2021-06-07 19:03:57.754201: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3892. conv6/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3893. 2021-06-07 19:03:57.754220: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3894. conv6/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3895. 2021-06-07 19:03:57.754242: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3896. conv6/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3897. 2021-06-07 19:03:57.754261: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3898. conv6/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3899. 2021-06-07 19:03:57.754283: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3900. conv6/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3901. 2021-06-07 19:03:57.754301: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3902. conv6/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3903. 2021-06-07 19:03:57.754319: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  3904. conv6/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3905. 2021-06-07 19:03:57.754340: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3906. conv6/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3907. 2021-06-07 19:03:57.754363: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  3908. conv6/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3909. 2021-06-07 19:03:57.754382: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3910. conv6/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  3911. 2021-06-07 19:03:57.754401: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  3912. conv6/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3913. 2021-06-07 19:03:57.754420: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3914. conv6/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3915. 2021-06-07 19:03:57.754439: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3916. conv6/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3917. 2021-06-07 19:03:57.754458: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3918. conv6/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3919. 2021-06-07 19:03:57.754477: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3920. conv6/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3921. 2021-06-07 19:03:57.754495: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  3922. conv6/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  3923. 2021-06-07 19:03:57.754514: I tensorflow/core/common_runtime/placer.cc:114] conv6/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  3924. conv7/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  3925. 2021-06-07 19:03:57.754536: I tensorflow/core/common_runtime/placer.cc:114] conv7/weights/Initializer/random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:CPU:0
  3926. conv7/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3927. 2021-06-07 19:03:57.754555: I tensorflow/core/common_runtime/placer.cc:114] conv7/weights/Initializer/random_uniform/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  3928. conv7/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3929. 2021-06-07 19:03:57.754572: I tensorflow/core/common_runtime/placer.cc:114] conv7/weights/Initializer/random_uniform/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3930. conv7/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  3931. 2021-06-07 19:03:57.754590: I tensorflow/core/common_runtime/placer.cc:114] conv7/weights/Initializer/random_uniform: (Add): /job:localhost/replica:0/task:0/device:CPU:0
  3932. conv7/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3933. 2021-06-07 19:03:57.754612: I tensorflow/core/common_runtime/placer.cc:114] conv7/weights: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3934. conv7/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3935. 2021-06-07 19:03:57.754630: I tensorflow/core/common_runtime/placer.cc:114] conv7/weights/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3936. conv7/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3937. 2021-06-07 19:03:57.754647: I tensorflow/core/common_runtime/placer.cc:114] conv7/weights/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3938. conv7/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  3939. 2021-06-07 19:03:57.754668: I tensorflow/core/common_runtime/placer.cc:114] conv7/L2Loss: (L2Loss): /job:localhost/replica:0/task:0/device:CPU:0
  3940. conv7/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3941. 2021-06-07 19:03:57.754690: I tensorflow/core/common_runtime/placer.cc:114] conv7/weight_loss: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  3942. conv7/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  3943. 2021-06-07 19:03:57.754708: I tensorflow/core/common_runtime/placer.cc:114] conv7/Conv2D: (Conv2D): /job:localhost/replica:0/task:0/device:CPU:0
  3944. conv7/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3945. 2021-06-07 19:03:57.754725: I tensorflow/core/common_runtime/placer.cc:114] conv7/biases: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3946. conv7/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3947. 2021-06-07 19:03:57.754743: I tensorflow/core/common_runtime/placer.cc:114] conv7/biases/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3948. conv7/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3949. 2021-06-07 19:03:57.754760: I tensorflow/core/common_runtime/placer.cc:114] conv7/biases/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3950. conv7/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  3951. 2021-06-07 19:03:57.754782: I tensorflow/core/common_runtime/placer.cc:114] conv7/BiasAdd: (BiasAdd): /job:localhost/replica:0/task:0/device:CPU:0
  3952. 2021-06-07 19:03:57.754832: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3953. /job:localhost/replica:0/task:0/device:CPU:0].
  3954. See below for details of this colocation group:
  3955. Colocation Debug Info:
  3956. Colocation group had the following types and supported devices:
  3957. 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_=[]
  3958. Identity: CPU XLA_CPU XLA_GPU
  3959. VariableV2: CPU
  3960. Assign: CPU
  3961.  
  3962. Colocation members, user-requested devices, and framework assigned devices, if any:
  3963. conv7/bn/beta (VariableV2) /device:GPU:0
  3964. conv7/bn/beta/Assign (Assign) /device:GPU:0
  3965. conv7/bn/beta/read (Identity) /device:GPU:0
  3966. save/Assign_37 (Assign) /device:GPU:0
  3967.  
  3968. conv7/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3969. 2021-06-07 19:03:57.754922: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/beta: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3970. conv7/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3971. 2021-06-07 19:03:57.754942: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/beta/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3972. conv7/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3973. 2021-06-07 19:03:57.754959: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/beta/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3974. 2021-06-07 19:03:57.755008: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  3975. /job:localhost/replica:0/task:0/device:CPU:0].
  3976. See below for details of this colocation group:
  3977. Colocation Debug Info:
  3978. Colocation group had the following types and supported devices:
  3979. 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_=[]
  3980. Identity: CPU XLA_CPU XLA_GPU
  3981. VariableV2: CPU
  3982. Assign: CPU
  3983.  
  3984. Colocation members, user-requested devices, and framework assigned devices, if any:
  3985. conv7/bn/gamma (VariableV2) /device:GPU:0
  3986. conv7/bn/gamma/Assign (Assign) /device:GPU:0
  3987. conv7/bn/gamma/read (Identity) /device:GPU:0
  3988. save/Assign_40 (Assign) /device:GPU:0
  3989.  
  3990. conv7/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3991. 2021-06-07 19:03:57.755094: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/gamma: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  3992. conv7/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3993. 2021-06-07 19:03:57.755115: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/gamma/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  3994. conv7/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3995. 2021-06-07 19:03:57.755151: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/gamma/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  3996. conv7/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3997. 2021-06-07 19:03:57.755172: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/moments/mean: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  3998. conv7/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  3999. 2021-06-07 19:03:57.755195: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/moments/StopGradient: (StopGradient): /job:localhost/replica:0/task:0/device:CPU:0
  4000. conv7/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  4001. 2021-06-07 19:03:57.755216: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/moments/SquaredDifference: (SquaredDifference): /job:localhost/replica:0/task:0/device:CPU:0
  4002. conv7/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  4003. 2021-06-07 19:03:57.755239: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/moments/variance: (Mean): /job:localhost/replica:0/task:0/device:CPU:0
  4004. conv7/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  4005. 2021-06-07 19:03:57.755261: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/moments/Squeeze: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  4006. conv7/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  4007. 2021-06-07 19:03:57.755283: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/moments/Squeeze_1: (Squeeze): /job:localhost/replica:0/task:0/device:CPU:0
  4008. conv7/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4009. 2021-06-07 19:03:57.755305: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4010. conv7/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4011. 2021-06-07 19:03:57.755328: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4012. conv7/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4013. 2021-06-07 19:03:57.755349: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4014. conv7/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4015. 2021-06-07 19:03:57.755371: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4016. 2021-06-07 19:03:57.755442: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  4017. /job:localhost/replica:0/task:0/device:CPU:0].
  4018. See below for details of this colocation group:
  4019. Colocation Debug Info:
  4020. Colocation group had the following types and supported devices:
  4021. 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_=[]
  4022. AssignSub: CPU
  4023. Const: CPU XLA_CPU XLA_GPU
  4024. Switch: CPU XLA_CPU XLA_GPU
  4025. Assign: CPU
  4026. VariableV2: CPU
  4027. Identity: CPU XLA_CPU XLA_GPU
  4028. RefSwitch: CPU
  4029.  
  4030. Colocation members, user-requested devices, and framework assigned devices, if any:
  4031. conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros (Const)
  4032. conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage (VariableV2) /device:GPU:0
  4033. conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  4034. conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage/read (Identity) /device:GPU:0
  4035. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch (Switch) /device:GPU:0
  4036. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch (RefSwitch) /device:GPU:0
  4037. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg (AssignSub) /device:GPU:0
  4038. conv7/bn/cond_1/Switch_1 (Switch) /device:GPU:0
  4039. save/Assign_38 (Assign) /device:GPU:0
  4040.  
  4041. conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  4042. 2021-06-07 19:03:57.755567: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  4043. conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4044. 2021-06-07 19:03:57.755597: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4045. conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4046. 2021-06-07 19:03:57.755648: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4047. 2021-06-07 19:03:57.755713: W tensorflow/core/common_runtime/colocation_graph.cc:1017] 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 [
  4048. /job:localhost/replica:0/task:0/device:CPU:0].
  4049. See below for details of this colocation group:
  4050. Colocation Debug Info:
  4051. Colocation group had the following types and supported devices:
  4052. 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_=[]
  4053. AssignSub: CPU
  4054. Const: CPU XLA_CPU XLA_GPU
  4055. Switch: CPU XLA_CPU XLA_GPU
  4056. Assign: CPU
  4057. VariableV2: CPU
  4058. Identity: CPU XLA_CPU XLA_GPU
  4059. RefSwitch: CPU
  4060.  
  4061. Colocation members, user-requested devices, and framework assigned devices, if any:
  4062. conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros (Const)
  4063. conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage (VariableV2) /device:GPU:0
  4064. conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign (Assign) /device:GPU:0
  4065. conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage/read (Identity) /device:GPU:0
  4066. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch (Switch) /device:GPU:0
  4067. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch (RefSwitch) /device:GPU:0
  4068. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1 (AssignSub) /device:GPU:0
  4069. conv7/bn/cond_1/Switch_2 (Switch) /device:GPU:0
  4070. save/Assign_39 (Assign) /device:GPU:0
  4071.  
  4072. conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  4073. 2021-06-07 19:03:57.755792: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage: (VariableV2): /job:localhost/replica:0/task:0/device:CPU:0
  4074. conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4075. 2021-06-07 19:03:57.755806: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4076. conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4077. 2021-06-07 19:03:57.755820: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage/read: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4078. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  4079. 2021-06-07 19:03:57.755839: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  4080. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4081. 2021-06-07 19:03:57.755854: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4082. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4083. 2021-06-07 19:03:57.755870: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4084. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  4085. 2021-06-07 19:03:57.755888: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  4086. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  4087. 2021-06-07 19:03:57.755906: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  4088. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  4089. 2021-06-07 19:03:57.755921: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  4090. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  4091. 2021-06-07 19:03:57.755938: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  4092. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  4093. 2021-06-07 19:03:57.755955: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  4094. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4095. 2021-06-07 19:03:57.755969: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4096. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4097. 2021-06-07 19:03:57.755985: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4098. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  4099. 2021-06-07 19:03:57.756003: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub_1: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  4100. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  4101. 2021-06-07 19:03:57.756021: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  4102. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  4103. 2021-06-07 19:03:57.756036: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/Switch: (RefSwitch): /job:localhost/replica:0/task:0/device:CPU:0
  4104. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  4105. 2021-06-07 19:03:57.756052: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1: (AssignSub): /job:localhost/replica:0/task:0/device:CPU:0
  4106. conv7/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  4107. 2021-06-07 19:03:57.756070: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  4108. conv7/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4109. 2021-06-07 19:03:57.756084: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4110. conv7/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  4111. 2021-06-07 19:03:57.756101: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  4112. conv7/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4113. 2021-06-07 19:03:57.756116: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4114. conv7/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  4115. 2021-06-07 19:03:57.756134: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  4116. conv7/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4117. 2021-06-07 19:03:57.756150: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4118. conv7/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4119. 2021-06-07 19:03:57.756167: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/switch_t: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4120. conv7/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4121. 2021-06-07 19:03:57.756182: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/switch_f: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4122. conv7/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4123. 2021-06-07 19:03:57.756202: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/pred_id: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4124. conv7/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4125. 2021-06-07 19:03:57.756218: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/Identity/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4126. conv7/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4127. 2021-06-07 19:03:57.756236: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4128. conv7/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4129. 2021-06-07 19:03:57.756252: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/Identity_1/Switch: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4130. conv7/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4131. 2021-06-07 19:03:57.756270: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4132. conv7/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4133. 2021-06-07 19:03:57.756283: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/Switch_1: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4134. conv7/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4135. 2021-06-07 19:03:57.756298: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/Switch_2: (Switch): /job:localhost/replica:0/task:0/device:CPU:0
  4136. conv7/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  4137. 2021-06-07 19:03:57.756315: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/Merge: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  4138. conv7/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  4139. 2021-06-07 19:03:57.756331: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond_1/Merge_1: (Merge): /job:localhost/replica:0/task:0/device:CPU:0
  4140. conv7/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  4141. 2021-06-07 19:03:57.756347: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/batchnorm/add: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  4142. conv7/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  4143. 2021-06-07 19:03:57.756363: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/batchnorm/Rsqrt: (Rsqrt): /job:localhost/replica:0/task:0/device:CPU:0
  4144. conv7/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  4145. 2021-06-07 19:03:57.756380: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/batchnorm/mul: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  4146. conv7/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  4147. 2021-06-07 19:03:57.756396: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/batchnorm/mul_1: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  4148. conv7/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  4149. 2021-06-07 19:03:57.756416: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/batchnorm/mul_2: (Mul): /job:localhost/replica:0/task:0/device:CPU:0
  4150. conv7/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  4151. 2021-06-07 19:03:57.756433: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/batchnorm/sub: (Sub): /job:localhost/replica:0/task:0/device:CPU:0
  4152. conv7/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  4153. 2021-06-07 19:03:57.756450: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/batchnorm/add_1: (AddV2): /job:localhost/replica:0/task:0/device:CPU:0
  4154. conv7/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  4155. 2021-06-07 19:03:57.756467: I tensorflow/core/common_runtime/placer.cc:114] conv7/Relu: (Relu): /job:localhost/replica:0/task:0/device:CPU:0
  4156. save/filename: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:CPU:0
  4157. 2021-06-07 19:03:57.756483: I tensorflow/core/common_runtime/placer.cc:114] save/filename: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:CPU:0
  4158. save/Const: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:CPU:0
  4159. 2021-06-07 19:03:57.756500: I tensorflow/core/common_runtime/placer.cc:114] save/Const: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:CPU:0
  4160. save/SaveV2: (SaveV2): /job:localhost/replica:0/task:0/device:CPU:0
  4161. 2021-06-07 19:03:57.756516: I tensorflow/core/common_runtime/placer.cc:114] save/SaveV2: (SaveV2): /job:localhost/replica:0/task:0/device:CPU:0
  4162. save/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4163. 2021-06-07 19:03:57.756532: I tensorflow/core/common_runtime/placer.cc:114] save/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:CPU:0
  4164. save/RestoreV2: (RestoreV2): /job:localhost/replica:0/task:0/device:CPU:0
  4165. 2021-06-07 19:03:57.756549: I tensorflow/core/common_runtime/placer.cc:114] save/RestoreV2: (RestoreV2): /job:localhost/replica:0/task:0/device:CPU:0
  4166. save/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4167. 2021-06-07 19:03:57.756565: I tensorflow/core/common_runtime/placer.cc:114] save/Assign: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4168. save/Assign_1: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4169. 2021-06-07 19:03:57.756578: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_1: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4170. save/Assign_2: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4171. 2021-06-07 19:03:57.756597: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_2: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4172. save/Assign_3: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4173. 2021-06-07 19:03:57.756614: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_3: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4174. save/Assign_4: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4175. 2021-06-07 19:03:57.756630: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_4: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4176. save/Assign_5: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4177. 2021-06-07 19:03:57.756645: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_5: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4178. save/Assign_6: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4179. 2021-06-07 19:03:57.756661: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_6: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4180. save/Assign_7: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4181. 2021-06-07 19:03:57.756677: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_7: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4182. save/Assign_8: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4183. 2021-06-07 19:03:57.756697: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_8: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4184. save/Assign_9: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4185. 2021-06-07 19:03:57.756712: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_9: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4186. save/Assign_10: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4187. 2021-06-07 19:03:57.756730: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_10: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4188. save/Assign_11: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4189. 2021-06-07 19:03:57.756745: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_11: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4190. save/Assign_12: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4191. 2021-06-07 19:03:57.756759: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_12: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4192. save/Assign_13: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4193. 2021-06-07 19:03:57.756774: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_13: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4194. save/Assign_14: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4195. 2021-06-07 19:03:57.756788: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_14: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4196. save/Assign_15: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4197. 2021-06-07 19:03:57.756803: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_15: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4198. save/Assign_16: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4199. 2021-06-07 19:03:57.756820: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_16: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4200. save/Assign_17: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4201. 2021-06-07 19:03:57.756836: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_17: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4202. save/Assign_18: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4203. 2021-06-07 19:03:57.756852: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_18: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4204. save/Assign_19: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4205. 2021-06-07 19:03:57.756867: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_19: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4206. save/Assign_20: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4207. 2021-06-07 19:03:57.756880: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_20: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4250. save/Assign_42: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4266. save/Assign_50: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4282. save/Assign_58: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4284. save/Assign_59: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4286. save/Assign_60: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4290. save/Assign_62: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4292. save/Assign_63: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4294. save/Assign_64: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4300. save/Assign_67: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4314. save/Assign_74: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4330. save/Assign_82: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4340. save/Assign_87: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4342. save/Assign_88: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4344. save/Assign_89: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4348. save/Assign_91: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4350. save/Assign_92: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4352. save/Assign_93: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4362. save/Assign_98: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
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  4365. 2021-06-07 19:03:57.758100: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_99: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4366. save/Assign_100: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4367. 2021-06-07 19:03:57.758116: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_100: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4368. save/Assign_101: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4369. 2021-06-07 19:03:57.758130: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_101: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4370. save/Assign_102: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4371. 2021-06-07 19:03:57.758146: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_102: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4372. save/Assign_103: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4373. 2021-06-07 19:03:57.758162: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_103: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4374. save/Assign_104: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4375. 2021-06-07 19:03:57.758178: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_104: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4376. save/Assign_105: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4377. 2021-06-07 19:03:57.758194: I tensorflow/core/common_runtime/placer.cc:114] save/Assign_105: (Assign): /job:localhost/replica:0/task:0/device:CPU:0
  4378. save/restore_all/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  4379. 2021-06-07 19:03:57.758212: I tensorflow/core/common_runtime/placer.cc:114] save/restore_all/NoOp: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  4380. save/restore_all/NoOp_1: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  4381. 2021-06-07 19:03:57.758229: I tensorflow/core/common_runtime/placer.cc:114] save/restore_all/NoOp_1: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  4382. save/restore_all: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  4383. 2021-06-07 19:03:57.758246: I tensorflow/core/common_runtime/placer.cc:114] save/restore_all: (NoOp): /job:localhost/replica:0/task:0/device:CPU:0
  4384. Placeholder: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0
  4385. 2021-06-07 19:03:57.758265: I tensorflow/core/common_runtime/placer.cc:114] Placeholder: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0
  4386. Placeholder_1: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0
  4387. 2021-06-07 19:03:57.758288: I tensorflow/core/common_runtime/placer.cc:114] Placeholder_1: (Placeholder): /job:localhost/replica:0/task:0/device:CPU:0
  4388. transform_net1/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4389. 2021-06-07 19:03:57.758305: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4390. transform_net1/tconv1/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4391. 2021-06-07 19:03:57.758323: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4392. transform_net1/tconv1/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4393. 2021-06-07 19:03:57.758339: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4394. transform_net1/tconv1/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4395. 2021-06-07 19:03:57.758355: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4396. transform_net1/tconv1/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4397. 2021-06-07 19:03:57.758373: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4398. transform_net1/tconv1/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4399. 2021-06-07 19:03:57.758388: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4400. transform_net1/tconv1/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4401. 2021-06-07 19:03:57.758404: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4402. transform_net1/tconv1/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4403. 2021-06-07 19:03:57.758421: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4404. transform_net1/tconv1/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4405. 2021-06-07 19:03:57.758438: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4406. transform_net1/tconv1/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4407. 2021-06-07 19:03:57.758455: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4408. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4409. 2021-06-07 19:03:57.758470: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4410. transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4411. 2021-06-07 19:03:57.758486: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/transform_net1/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4412. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4413. 2021-06-07 19:03:57.758507: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4414. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4415. 2021-06-07 19:03:57.758525: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4416. transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4417. 2021-06-07 19:03:57.758542: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4418. transform_net1/tconv1/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4419. 2021-06-07 19:03:57.758558: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv1/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4420. transform_net1/tconv2/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4421. 2021-06-07 19:03:57.758574: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4422. transform_net1/tconv2/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4423. 2021-06-07 19:03:57.758589: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4424. transform_net1/tconv2/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4425. 2021-06-07 19:03:57.758608: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4426. transform_net1/tconv2/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4427. 2021-06-07 19:03:57.758626: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4428. transform_net1/tconv2/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4429. 2021-06-07 19:03:57.758644: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4430. transform_net1/tconv2/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4431. 2021-06-07 19:03:57.758667: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4432. transform_net1/tconv2/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4433. 2021-06-07 19:03:57.758688: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4434. transform_net1/tconv2/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4435. 2021-06-07 19:03:57.758706: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4436. transform_net1/tconv2/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4437. 2021-06-07 19:03:57.758724: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4438. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4439. 2021-06-07 19:03:57.758741: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4440. transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4441. 2021-06-07 19:03:57.758756: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/transform_net1/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4442. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4443. 2021-06-07 19:03:57.758774: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4444. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4445. 2021-06-07 19:03:57.758791: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4446. transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4447. 2021-06-07 19:03:57.758808: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4448. transform_net1/tconv2/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4449. 2021-06-07 19:03:57.758825: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv2/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4450. transform_net1/tconv3/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4451. 2021-06-07 19:03:57.758840: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4452. transform_net1/tconv3/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4453. 2021-06-07 19:03:57.758856: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4454. transform_net1/tconv3/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4455. 2021-06-07 19:03:57.758872: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4456. transform_net1/tconv3/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4457. 2021-06-07 19:03:57.758887: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4458. transform_net1/tconv3/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4459. 2021-06-07 19:03:57.758903: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4460. transform_net1/tconv3/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4461. 2021-06-07 19:03:57.758921: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4462. transform_net1/tconv3/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4463. 2021-06-07 19:03:57.758940: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4464. transform_net1/tconv3/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4465. 2021-06-07 19:03:57.758958: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4466. transform_net1/tconv3/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4467. 2021-06-07 19:03:57.758975: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4468. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4469. 2021-06-07 19:03:57.758990: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4470. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4471. 2021-06-07 19:03:57.759004: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4472. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4473. 2021-06-07 19:03:57.759021: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4474. transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4475. 2021-06-07 19:03:57.759037: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/transform_net1/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4476. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4477. 2021-06-07 19:03:57.759054: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4478. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4479. 2021-06-07 19:03:57.759071: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4480. transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4481. 2021-06-07 19:03:57.759087: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4482. transform_net1/tconv3/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4483. 2021-06-07 19:03:57.759104: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tconv3/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4484. transform_net1/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4485. 2021-06-07 19:03:57.759120: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4486. transform_net1/tfc1/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4487. 2021-06-07 19:03:57.759136: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4488. transform_net1/tfc1/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4489. 2021-06-07 19:03:57.759152: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4490. transform_net1/tfc1/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4491. 2021-06-07 19:03:57.759168: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4492. transform_net1/tfc1/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4493. 2021-06-07 19:03:57.759186: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4494. transform_net1/tfc1/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4495. 2021-06-07 19:03:57.759199: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4496. transform_net1/tfc1/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4497. 2021-06-07 19:03:57.759216: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4498. transform_net1/tfc1/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4499. 2021-06-07 19:03:57.759233: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4500. transform_net1/tfc1/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4501. 2021-06-07 19:03:57.759251: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4502. transform_net1/tfc1/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4503. 2021-06-07 19:03:57.759269: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4504. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4505. 2021-06-07 19:03:57.759285: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4506. transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4507. 2021-06-07 19:03:57.759303: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/transform_net1/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4508. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4509. 2021-06-07 19:03:57.759321: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4510. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4511. 2021-06-07 19:03:57.759337: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4512. transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4513. 2021-06-07 19:03:57.759354: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4514. transform_net1/tfc1/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4515. 2021-06-07 19:03:57.759371: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc1/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4516. transform_net1/tfc2/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4517. 2021-06-07 19:03:57.759386: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4518. transform_net1/tfc2/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4519. 2021-06-07 19:03:57.759402: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4520. transform_net1/tfc2/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4521. 2021-06-07 19:03:57.759418: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4522. transform_net1/tfc2/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4523. 2021-06-07 19:03:57.759436: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4524. transform_net1/tfc2/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4525. 2021-06-07 19:03:57.759452: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4526. transform_net1/tfc2/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4527. 2021-06-07 19:03:57.759470: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4528. transform_net1/tfc2/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4529. 2021-06-07 19:03:57.759486: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4530. transform_net1/tfc2/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4531. 2021-06-07 19:03:57.759505: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4532. transform_net1/tfc2/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4533. 2021-06-07 19:03:57.759526: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4534. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4535. 2021-06-07 19:03:57.759544: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4536. transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4537. 2021-06-07 19:03:57.759560: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/transform_net1/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4538. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4539. 2021-06-07 19:03:57.759578: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4540. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4541. 2021-06-07 19:03:57.759597: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4542. transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4543. 2021-06-07 19:03:57.759616: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4544. transform_net1/tfc2/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4545. 2021-06-07 19:03:57.759633: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/tfc2/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4546. transform_net1/transform_XYZ/weights/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4547. 2021-06-07 19:03:57.759649: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/weights/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4548. transform_net1/transform_XYZ/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4549. 2021-06-07 19:03:57.759663: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4550. transform_net1/transform_XYZ/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4551. 2021-06-07 19:03:57.759679: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/transform_XYZ/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4552. transform_net1/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4553. 2021-06-07 19:03:57.759696: I tensorflow/core/common_runtime/placer.cc:114] transform_net1/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4554. ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4555. 2021-06-07 19:03:57.759712: I tensorflow/core/common_runtime/placer.cc:114] ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4556. conv1/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4557. 2021-06-07 19:03:57.759728: I tensorflow/core/common_runtime/placer.cc:114] conv1/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4558. conv1/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4559. 2021-06-07 19:03:57.759744: I tensorflow/core/common_runtime/placer.cc:114] conv1/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4560. conv1/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4561. 2021-06-07 19:03:57.759759: I tensorflow/core/common_runtime/placer.cc:114] conv1/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4562. conv1/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4563. 2021-06-07 19:03:57.759777: I tensorflow/core/common_runtime/placer.cc:114] conv1/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4564. conv1/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4565. 2021-06-07 19:03:57.759793: I tensorflow/core/common_runtime/placer.cc:114] conv1/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4566. conv1/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4567. 2021-06-07 19:03:57.759810: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4568. conv1/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4569. 2021-06-07 19:03:57.759826: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4570. conv1/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4571. 2021-06-07 19:03:57.759843: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4572. conv1/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4573. 2021-06-07 19:03:57.759859: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4574. conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4575. 2021-06-07 19:03:57.759874: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/conv1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4576. conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4577. 2021-06-07 19:03:57.759891: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/conv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4578. conv1/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4579. 2021-06-07 19:03:57.759906: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4580. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4581. 2021-06-07 19:03:57.759922: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4582. conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4583. 2021-06-07 19:03:57.759939: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4584. conv1/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4585. 2021-06-07 19:03:57.759955: I tensorflow/core/common_runtime/placer.cc:114] conv1/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4586. conv2/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4587. 2021-06-07 19:03:57.759970: I tensorflow/core/common_runtime/placer.cc:114] conv2/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4588. conv2/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4589. 2021-06-07 19:03:57.759987: I tensorflow/core/common_runtime/placer.cc:114] conv2/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4590. conv2/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4591. 2021-06-07 19:03:57.760003: I tensorflow/core/common_runtime/placer.cc:114] conv2/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4592. conv2/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4593. 2021-06-07 19:03:57.760018: I tensorflow/core/common_runtime/placer.cc:114] conv2/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4594. conv2/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4595. 2021-06-07 19:03:57.760034: I tensorflow/core/common_runtime/placer.cc:114] conv2/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4596. conv2/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4597. 2021-06-07 19:03:57.760052: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4598. conv2/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4599. 2021-06-07 19:03:57.760070: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4600. conv2/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4601. 2021-06-07 19:03:57.760088: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4602. conv2/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4603. 2021-06-07 19:03:57.760106: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4604. conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4605. 2021-06-07 19:03:57.760122: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/conv2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4606. conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4607. 2021-06-07 19:03:57.760138: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/conv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4608. conv2/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4609. 2021-06-07 19:03:57.760156: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4610. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4611. 2021-06-07 19:03:57.760174: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4612. conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4613. 2021-06-07 19:03:57.760192: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4614. conv2/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4615. 2021-06-07 19:03:57.760211: I tensorflow/core/common_runtime/placer.cc:114] conv2/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4616. transform_net2/tconv1/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4617. 2021-06-07 19:03:57.760230: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4618. transform_net2/tconv1/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4619. 2021-06-07 19:03:57.760244: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4620. transform_net2/tconv1/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4621. 2021-06-07 19:03:57.760259: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4622. transform_net2/tconv1/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4623. 2021-06-07 19:03:57.760275: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4624. transform_net2/tconv1/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4625. 2021-06-07 19:03:57.760291: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4626. transform_net2/tconv1/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4627. 2021-06-07 19:03:57.760308: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4628. transform_net2/tconv1/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4629. 2021-06-07 19:03:57.760327: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4630. transform_net2/tconv1/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4631. 2021-06-07 19:03:57.760344: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4632. transform_net2/tconv1/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4633. 2021-06-07 19:03:57.760361: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4634. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4635. 2021-06-07 19:03:57.760376: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4636. transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4637. 2021-06-07 19:03:57.760390: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/transform_net2/tconv1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4638. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4639. 2021-06-07 19:03:57.760408: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4640. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4641. 2021-06-07 19:03:57.760427: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4642. transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4643. 2021-06-07 19:03:57.760445: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4644. transform_net2/tconv1/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4645. 2021-06-07 19:03:57.760460: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv1/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4646. transform_net2/tconv2/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4647. 2021-06-07 19:03:57.760476: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4648. transform_net2/tconv2/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4649. 2021-06-07 19:03:57.760492: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4650. transform_net2/tconv2/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4651. 2021-06-07 19:03:57.760508: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4652. transform_net2/tconv2/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4653. 2021-06-07 19:03:57.760526: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4654. transform_net2/tconv2/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4655. 2021-06-07 19:03:57.760541: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4656. transform_net2/tconv2/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4657. 2021-06-07 19:03:57.760559: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4658. transform_net2/tconv2/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4659. 2021-06-07 19:03:57.760576: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4660. transform_net2/tconv2/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4661. 2021-06-07 19:03:57.760592: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4662. transform_net2/tconv2/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4663. 2021-06-07 19:03:57.760613: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4664. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4665. 2021-06-07 19:03:57.760630: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4666. transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4667. 2021-06-07 19:03:57.760648: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/transform_net2/tconv2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4668. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4669. 2021-06-07 19:03:57.760667: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4670. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4671. 2021-06-07 19:03:57.760685: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4672. transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4673. 2021-06-07 19:03:57.760702: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4674. transform_net2/tconv2/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4675. 2021-06-07 19:03:57.760718: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv2/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4676. transform_net2/tconv3/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4677. 2021-06-07 19:03:57.760734: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4678. transform_net2/tconv3/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4679. 2021-06-07 19:03:57.760750: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4680. transform_net2/tconv3/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4681. 2021-06-07 19:03:57.760766: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4682. transform_net2/tconv3/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4683. 2021-06-07 19:03:57.760783: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4684. transform_net2/tconv3/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4685. 2021-06-07 19:03:57.760799: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4686. transform_net2/tconv3/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4687. 2021-06-07 19:03:57.760816: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4688. transform_net2/tconv3/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4689. 2021-06-07 19:03:57.760834: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4690. transform_net2/tconv3/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4691. 2021-06-07 19:03:57.760852: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4692. transform_net2/tconv3/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4693. 2021-06-07 19:03:57.760870: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4694. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4695. 2021-06-07 19:03:57.760887: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4696. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4697. 2021-06-07 19:03:57.760904: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4698. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4699. 2021-06-07 19:03:57.760921: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4700. transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4701. 2021-06-07 19:03:57.760939: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/transform_net2/tconv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4702. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4703. 2021-06-07 19:03:57.760956: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4704. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4705. 2021-06-07 19:03:57.760975: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4706. transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4707. 2021-06-07 19:03:57.760992: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4708. transform_net2/tconv3/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4709. 2021-06-07 19:03:57.761011: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tconv3/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4710. transform_net2/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4711. 2021-06-07 19:03:57.761028: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4712. transform_net2/tfc1/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4713. 2021-06-07 19:03:57.761044: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4714. transform_net2/tfc1/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4715. 2021-06-07 19:03:57.761059: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4716. transform_net2/tfc1/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4717. 2021-06-07 19:03:57.761075: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4718. transform_net2/tfc1/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4719. 2021-06-07 19:03:57.761093: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4720. transform_net2/tfc1/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4721. 2021-06-07 19:03:57.761108: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4722. transform_net2/tfc1/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4723. 2021-06-07 19:03:57.761125: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4724. transform_net2/tfc1/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4725. 2021-06-07 19:03:57.761142: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4726. transform_net2/tfc1/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4727. 2021-06-07 19:03:57.761158: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4728. transform_net2/tfc1/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4729. 2021-06-07 19:03:57.761175: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4730. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4731. 2021-06-07 19:03:57.761190: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4732. transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4733. 2021-06-07 19:03:57.761207: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/transform_net2/tfc1/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4734. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4735. 2021-06-07 19:03:57.761224: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4736. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4737. 2021-06-07 19:03:57.761241: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4738. transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4739. 2021-06-07 19:03:57.761261: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4740. transform_net2/tfc1/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4741. 2021-06-07 19:03:57.761276: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc1/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4742. transform_net2/tfc2/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4743. 2021-06-07 19:03:57.761293: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4744. transform_net2/tfc2/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4745. 2021-06-07 19:03:57.761309: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4746. transform_net2/tfc2/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4747. 2021-06-07 19:03:57.761327: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4748. transform_net2/tfc2/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4749. 2021-06-07 19:03:57.761345: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4750. transform_net2/tfc2/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4751. 2021-06-07 19:03:57.761358: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4752. transform_net2/tfc2/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4753. 2021-06-07 19:03:57.761376: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4754. transform_net2/tfc2/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4755. 2021-06-07 19:03:57.761392: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4756. transform_net2/tfc2/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4757. 2021-06-07 19:03:57.761408: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4758. transform_net2/tfc2/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4759. 2021-06-07 19:03:57.761425: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4760. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4761. 2021-06-07 19:03:57.761441: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4762. transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4763. 2021-06-07 19:03:57.761457: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/transform_net2/tfc2/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4764. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4765. 2021-06-07 19:03:57.761474: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4766. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4767. 2021-06-07 19:03:57.761492: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4768. transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4769. 2021-06-07 19:03:57.761509: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4770. transform_net2/tfc2/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4771. 2021-06-07 19:03:57.761526: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/tfc2/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4772. transform_net2/transform_feat/weights/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4773. 2021-06-07 19:03:57.761541: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/weights/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4774. transform_net2/transform_feat/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4775. 2021-06-07 19:03:57.761557: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4776. transform_net2/transform_feat/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4777. 2021-06-07 19:03:57.761575: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/transform_feat/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4778. transform_net2/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4779. 2021-06-07 19:03:57.761591: I tensorflow/core/common_runtime/placer.cc:114] transform_net2/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4780. ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4781. 2021-06-07 19:03:57.761611: I tensorflow/core/common_runtime/placer.cc:114] ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4782. conv3/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4783. 2021-06-07 19:03:57.761628: I tensorflow/core/common_runtime/placer.cc:114] conv3/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4784. conv3/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4785. 2021-06-07 19:03:57.761644: I tensorflow/core/common_runtime/placer.cc:114] conv3/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4786. conv3/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4787. 2021-06-07 19:03:57.761660: I tensorflow/core/common_runtime/placer.cc:114] conv3/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4788. conv3/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4789. 2021-06-07 19:03:57.761678: I tensorflow/core/common_runtime/placer.cc:114] conv3/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4790. conv3/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4791. 2021-06-07 19:03:57.761693: I tensorflow/core/common_runtime/placer.cc:114] conv3/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4792. conv3/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4793. 2021-06-07 19:03:57.761710: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4794. conv3/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4795. 2021-06-07 19:03:57.761728: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4796. conv3/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4797. 2021-06-07 19:03:57.761746: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4798. conv3/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4799. 2021-06-07 19:03:57.761764: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4800. conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4801. 2021-06-07 19:03:57.761779: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/conv3/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4802. conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4803. 2021-06-07 19:03:57.761795: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/conv3/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4804. conv3/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4805. 2021-06-07 19:03:57.761813: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4806. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4807. 2021-06-07 19:03:57.761830: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4808. conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4809. 2021-06-07 19:03:57.761846: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4810. conv3/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4811. 2021-06-07 19:03:57.761863: I tensorflow/core/common_runtime/placer.cc:114] conv3/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4812. conv4/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4813. 2021-06-07 19:03:57.761878: I tensorflow/core/common_runtime/placer.cc:114] conv4/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4814. conv4/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4815. 2021-06-07 19:03:57.761894: I tensorflow/core/common_runtime/placer.cc:114] conv4/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4816. conv4/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4817. 2021-06-07 19:03:57.761910: I tensorflow/core/common_runtime/placer.cc:114] conv4/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4818. conv4/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4819. 2021-06-07 19:03:57.761927: I tensorflow/core/common_runtime/placer.cc:114] conv4/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4820. conv4/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4821. 2021-06-07 19:03:57.761942: I tensorflow/core/common_runtime/placer.cc:114] conv4/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4822. conv4/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4823. 2021-06-07 19:03:57.761960: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4824. conv4/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4825. 2021-06-07 19:03:57.761977: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4826. conv4/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4827. 2021-06-07 19:03:57.761995: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4828. conv4/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4829. 2021-06-07 19:03:57.762013: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4830. conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4831. 2021-06-07 19:03:57.762028: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/conv4/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4832. conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4833. 2021-06-07 19:03:57.762044: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/conv4/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4834. conv4/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4835. 2021-06-07 19:03:57.762061: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4836. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4837. 2021-06-07 19:03:57.762078: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4838. conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4839. 2021-06-07 19:03:57.762094: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4840. conv4/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4841. 2021-06-07 19:03:57.762111: I tensorflow/core/common_runtime/placer.cc:114] conv4/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4842. conv5/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4843. 2021-06-07 19:03:57.762126: I tensorflow/core/common_runtime/placer.cc:114] conv5/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4844. conv5/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4845. 2021-06-07 19:03:57.762142: I tensorflow/core/common_runtime/placer.cc:114] conv5/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4846. conv5/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4847. 2021-06-07 19:03:57.762158: I tensorflow/core/common_runtime/placer.cc:114] conv5/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4848. conv5/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4849. 2021-06-07 19:03:57.762176: I tensorflow/core/common_runtime/placer.cc:114] conv5/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4850. conv5/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4851. 2021-06-07 19:03:57.762191: I tensorflow/core/common_runtime/placer.cc:114] conv5/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4852. conv5/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4853. 2021-06-07 19:03:57.762208: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4854. conv5/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4855. 2021-06-07 19:03:57.762225: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4856. conv5/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4857. 2021-06-07 19:03:57.762243: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4858. conv5/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4859. 2021-06-07 19:03:57.762261: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4860. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4861. 2021-06-07 19:03:57.762276: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4862. conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4863. 2021-06-07 19:03:57.762293: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4864. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4865. 2021-06-07 19:03:57.762309: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4866. conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4867. 2021-06-07 19:03:57.762325: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/conv5/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4868. conv5/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4869. 2021-06-07 19:03:57.762343: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4870. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4871. 2021-06-07 19:03:57.762359: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4872. conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4873. 2021-06-07 19:03:57.762376: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4874. conv5/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4875. 2021-06-07 19:03:57.762392: I tensorflow/core/common_runtime/placer.cc:114] conv5/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4876. Tile/multiples: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4877. 2021-06-07 19:03:57.762409: I tensorflow/core/common_runtime/placer.cc:114] Tile/multiples: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4878. concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4879. 2021-06-07 19:03:57.762425: I tensorflow/core/common_runtime/placer.cc:114] concat/axis: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4880. conv6/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4881. 2021-06-07 19:03:57.762440: I tensorflow/core/common_runtime/placer.cc:114] conv6/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4882. conv6/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4883. 2021-06-07 19:03:57.762457: I tensorflow/core/common_runtime/placer.cc:114] conv6/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4884. conv6/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4885. 2021-06-07 19:03:57.762471: I tensorflow/core/common_runtime/placer.cc:114] conv6/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4886. conv6/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4887. 2021-06-07 19:03:57.762488: I tensorflow/core/common_runtime/placer.cc:114] conv6/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4888. conv6/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4889. 2021-06-07 19:03:57.762505: I tensorflow/core/common_runtime/placer.cc:114] conv6/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4890. conv6/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4891. 2021-06-07 19:03:57.762522: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4892. conv6/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4893. 2021-06-07 19:03:57.762537: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4894. conv6/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4895. 2021-06-07 19:03:57.762553: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4896. conv6/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4897. 2021-06-07 19:03:57.762570: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4898. conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4899. 2021-06-07 19:03:57.762585: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/conv6/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4900. conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4901. 2021-06-07 19:03:57.762603: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/conv6/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4902. conv6/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4903. 2021-06-07 19:03:57.762620: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4904. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4905. 2021-06-07 19:03:57.762637: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4906. conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4907. 2021-06-07 19:03:57.762654: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4908. conv6/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4909. 2021-06-07 19:03:57.762670: I tensorflow/core/common_runtime/placer.cc:114] conv6/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4910. conv7/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4911. 2021-06-07 19:03:57.762686: I tensorflow/core/common_runtime/placer.cc:114] conv7/weights/Initializer/random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4912. conv7/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4913. 2021-06-07 19:03:57.762702: I tensorflow/core/common_runtime/placer.cc:114] conv7/weights/Initializer/random_uniform/min: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4914. conv7/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4915. 2021-06-07 19:03:57.762715: I tensorflow/core/common_runtime/placer.cc:114] conv7/weights/Initializer/random_uniform/max: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4916. conv7/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4917. 2021-06-07 19:03:57.762733: I tensorflow/core/common_runtime/placer.cc:114] conv7/weight_loss/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4918. conv7/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4919. 2021-06-07 19:03:57.762749: I tensorflow/core/common_runtime/placer.cc:114] conv7/biases/Initializer/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4920. conv7/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4921. 2021-06-07 19:03:57.762766: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/Const: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4922. conv7/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4923. 2021-06-07 19:03:57.762781: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/Const_1: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4924. conv7/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4925. 2021-06-07 19:03:57.762798: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/moments/mean/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4926. conv7/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4927. 2021-06-07 19:03:57.762814: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/moments/variance/reduction_indices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4928. conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4929. 2021-06-07 19:03:57.762829: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/conv7/bn/moments/Squeeze/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4930. conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4931. 2021-06-07 19:03:57.762846: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/conv7/bn/moments/Squeeze_1/ExponentialMovingAverage/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4932. conv7/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4933. 2021-06-07 19:03:57.762863: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/decay: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4934. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4935. 2021-06-07 19:03:57.762880: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4936. conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4937. 2021-06-07 19:03:57.762896: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/cond/ExponentialMovingAverage/AssignMovingAvg_1/sub/x: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4938. conv7/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4939. 2021-06-07 19:03:57.762913: I tensorflow/core/common_runtime/placer.cc:114] conv7/bn/batchnorm/add/y: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4940. save/filename/input: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4941. 2021-06-07 19:03:57.762929: I tensorflow/core/common_runtime/placer.cc:114] save/filename/input: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4942. save/SaveV2/tensor_names: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4943. 2021-06-07 19:03:57.762949: I tensorflow/core/common_runtime/placer.cc:114] save/SaveV2/tensor_names: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4944. save/SaveV2/shape_and_slices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4945. 2021-06-07 19:03:57.762965: I tensorflow/core/common_runtime/placer.cc:114] save/SaveV2/shape_and_slices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4946. save/RestoreV2/tensor_names: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4947. 2021-06-07 19:03:57.762981: I tensorflow/core/common_runtime/placer.cc:114] save/RestoreV2/tensor_names: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4948. save/RestoreV2/shape_and_slices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
  4949. 2021-06-07 19:03:57.762998: I tensorflow/core/common_runtime/placer.cc:114] save/RestoreV2/shape_and_slices: (Const): /job:localhost/replica:0/task:0/device:CPU:0
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