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donkey ui : RecursionError('maximum recursion depth exceeded') in donkeycar version 5.1 #1195

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Reply-WRE opened this issue Aug 30, 2024 · 4 comments
Open

donkey ui : RecursionError('maximum recursion depth exceeded') in donkeycar version 5.1 #1195

Reply-WRE opened this issue Aug 30, 2024 · 4 comments

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@Reply-WRE
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Reply-WRE commented Aug 30, 2024 •
edited
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Hi guys.

I have the same problem discussed here:

#1171

This problem was reported as fixed in Release 5.1, but it seems to persist.

I have this configuration:

donkeycar==5.1.0
tensorflow==2.15.0
tensorflow-estimator==2.15.0
tensorflow-io-gcs-filesystem==0.37.1

But the problem persist.

Level 1:tensorflow:Enabling v2 tensorshape
[Level 1 ] Enabling v2 tensorshape
Level 1:tensorflow:Enabling resource variables
[Level 1 ] Enabling resource variables
Level 1:tensorflow:Enabling tensor equality
[Level 1 ] Enabling tensor equality
Level 1:tensorflow:Enabling control flow v2
[Level 1 ] Enabling control flow v2
object address : 0x7d06258f35e0
object refcount : 2
object type : 0x874120
object type name: RecursionError
object repr : RecursionError('maximum recursion depth exceeded')
lost sys.stderr

These are the last lines of the error.
@DocGarbanzo
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We haven't seen this issue since upgrading to 5.1 any longer. Can you please:

  1. Post the full command and shell output when you are running the UI
  2. Attach a pip list output
  3. Tell what OS you are using

@Reply-WRE
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Ok guys some updates:
The problem is with the user installation, in fact I also tried the dev installation in another conda environment and it works fine.

This morning I tried again with the user installation and something very strange happened: The process seemed to want to start, but then the pc froze and the process was killed.

I suppose with the dev installation some package was updated and now I don't have the same problem as on Friday, but with the user installation there is still some problem.

pip list command:

donkey) wre@pop-os:~/Scrivania/donkey$ pip list
Package Version

absl-py 2.1.0
albucore 0.0.14
albumentations 1.4.14
annotated-types 0.7.0
astunparse 1.6.3
cachetools 5.5.0
certifi 2024.8.30
charset-normalizer 3.3.2
contourpy 1.3.0
cycler 0.12.1
docopt 0.6.2
docutils 0.21.2
donkeycar 5.1.0
eval_type_backport 0.2.0
flatbuffers 24.3.25
fonttools 4.53.1
gast 0.6.0
google-auth 2.34.0
google-auth-oauthlib 1.2.1
google-pasta 0.2.0
grpcio 1.66.1
h5py 3.11.0
idna 3.8
imageio 2.35.1
keras 2.15.0
Kivy 2.3.0
Kivy-Garden 0.1.5
kiwisolver 1.4.5
lazy_loader 0.4
libclang 18.1.1
Markdown 3.7
markdown-it-py 3.0.0
MarkupSafe 2.1.5
matplotlib 3.9.2
mdurl 0.1.2
ml-dtypes 0.2.0
namex 0.0.8
networkx 3.3
numpy 1.26.4
oauthlib 3.2.2
opencv-python-headless 4.10.0.84
opt-einsum 3.3.0
optree 0.12.1
packaging 24.1
paho-mqtt 2.1.0
pandas 2.2.2
pillow 10.4.0
pip 24.2
plotly 5.24.0
prettytable 3.11.0
progress 1.6
protobuf 4.25.4
psutil 6.0.0
pyasn1 0.6.0
pyasn1_modules 0.4.0
pydantic 2.8.2
pydantic_core 2.20.1
pyfiglet 1.0.2
Pygments 2.18.0
pynmea2 1.19.0
pyparsing 3.1.4
pyserial 3.5
python-dateutil 2.9.0.post0
pytz 2024.1
PyYAML 6.0.2
requests 2.32.3
requests-oauthlib 2.0.0
rich 13.8.0
rsa 4.9
scikit-image 0.24.0
scipy 1.14.1
setuptools 72.1.0
simple-pid 2.0.1
six 1.16.0
tenacity 9.0.0
tensorboard 2.15.2
tensorboard-data-server 0.7.2
tensorflow 2.15.0
tensorflow-estimator 2.15.0
tensorflow-io-gcs-filesystem 0.37.1
termcolor 2.4.0
tifffile 2024.8.28
tornado 6.4.1
typing_extensions 4.12.2
tzdata 2024.1
urllib3 2.2.2
utm 0.7.0
wcwidth 0.2.13
Werkzeug 3.0.4
wheel 0.43.0
wrapt 1.14.1

what I got from donkey ui:

(donkey) wre@pop-os:~/Scrivania/donkey$ donkey ui

___ __ _______________ /___________ __ __ /_ ________
__ / / / __ _ __ _ /// _ _ / / / _ / _ __ `/ /
_ // // // / / / / ,< / __/ // / / /___ / // / /
// _/// ////|| _/_, / _/ _,/ //
/____/

using donkey v5.1.0 ...
INFO:kivy:Kivy: v2.3.0
INFO:kivy:Logger: Record log in /home/wre/.kivy/logs/kivy_24-09-02_2.txt
[INFO ] [Logger ] Record log in /home/wre/.kivy/logs/kivy_24-09-02_2.txt
[INFO ] [Kivy ] v2.3.0
INFO:kivy:Kivy: Installed at "/home/wre/Scrivania/donkey/minoconda3/envs/donkey/lib/python3.11/site-packages/kivy/init.py"
[INFO ] [Kivy ] Installed at "/home/wre/Scrivania/donkey/minoconda3/envs/donkey/lib/python3.11/site-packages/kivy/init.py"
INFO:kivy:Python: v3.11.9 (main, Apr 19 2024, 16:48:06) [GCC 11.2.0]
[INFO ] [Python ] v3.11.9 (main, Apr 19 2024, 16:48:06) [GCC 11.2.0]
INFO:kivy:Python: Interpreter at "/home/wre/Scrivania/donkey/minoconda3/envs/donkey/bin/python"
[INFO ] [Python ] Interpreter at "/home/wre/Scrivania/donkey/minoconda3/envs/donkey/bin/python"
INFO:kivy:Logger: Purge log fired. Processing...
[INFO ] [Logger ] Purge log fired. Processing...
INFO:kivy:Logger: Purge finished!
[INFO ] [Logger ] Purge finished!
INFO:kivy:Factory: 195 symbols loaded
[INFO ] [Factory ] 195 symbols loaded
INFO:kivy:Image: Providers: img_tex, img_dds, img_sdl2, img_pil (img_ffpyplayer ignored)
[INFO ] [Image ] Providers: img_tex, img_dds, img_sdl2, img_pil (img_ffpyplayer ignored)
INFO:kivy:Text: Provider: sdl2
[INFO ] [Text ] Provider: sdl2
INFO:kivy:Window: Provider: sdl2
[INFO ] [Window ] Provider: sdl2
INFO:kivy:GL: Using the "OpenGL" graphics system
[INFO ] [GL ] Using the "OpenGL" graphics system
INFO:kivy:GL: Backend used
[INFO ] [GL ] Backend used
INFO:kivy:GL: OpenGL version <b'4.6 (Compatibility Profile) Mesa 24.0.3-1pop1171163555922.047a9f319'>
[INFO ] [GL ] OpenGL version <b'4.6 (Compatibility Profile) Mesa 24.0.3-1pop1171163555922.047a9f319'>
INFO:kivy:GL: OpenGL vendor <b'Intel'>
[INFO ] [GL ] OpenGL vendor <b'Intel'>
INFO:kivy:GL: OpenGL renderer <b'Mesa Intel(R) Graphics (ADL GT2)'>
[INFO ] [GL ] OpenGL renderer <b'Mesa Intel(R) Graphics (ADL GT2)'>
INFO:kivy:GL: OpenGL parsed version: 4, 6
[INFO ] [GL ] OpenGL parsed version: 4, 6
INFO:kivy:GL: Shading version <b'4.60'>
[INFO ] [GL ] Shading version <b'4.60'>
INFO:kivy:GL: Texture max size <16384>
[INFO ] [GL ] Texture max size <16384>
INFO:kivy:GL: Texture max units <32>
[INFO ] [GL ] Texture max units <32>
INFO:kivy:Window: auto add sdl2 input provider
[INFO ] [Window ] auto add sdl2 input provider
INFO:kivy:Window: virtual keyboard not allowed, single mode, not docked
[INFO ] [Window ] virtual keyboard not allowed, single mode, not docked
2024-09-02 09:17:30.350495: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable TF_ENABLE_ONEDNN_OPTS=0.
2024-09-02 09:17:30.624099: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-09-02 09:17:30.624139: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-09-02 09:17:30.670913: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-09-02 09:17:30.765550: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
Level 1:tensorflow:Registering Relayout (<function _relayout_gradient at 0x73be4b301080>) in gradient.
[Level 1 ] Registering Relayout (<function _relayout_gradient at 0x73be4b301080>) in gradient.
Level 1:tensorflow:Registering RelayoutLike (<function _relayout_grad_gradient at 0x73be4b3011c0>) in gradient.
[Level 1 ] Registering RelayoutLike (<function _relayout_grad_gradient at 0x73be4b3011c0>) in gradient.
Level 1:tensorflow:Registering CopyToMesh (<function _copy_to_mesh_gradient at 0x73be4b301c60>) in gradient.
[Level 1 ] Registering CopyToMesh (<function _copy_to_mesh_gradient at 0x73be4b301c60>) in gradient.
Level 1:tensorflow:Registering CopyToMeshGrad (<function _copy_to_mesh_grad_gradient at 0x73be4b301bc0>) in gradient.
[Level 1 ] Registering CopyToMeshGrad (<function _copy_to_mesh_grad_gradient at 0x73be4b301bc0>) in gradient.
Level 1:tensorflow:Registering FakeQuantWithMinMaxArgs (<function _FakeQuantWithMinMaxArgsGradient at 0x73be18dca200>) in gradient.
[Level 1 ] Registering FakeQuantWithMinMaxArgs (<function _FakeQuantWithMinMaxArgsGradient at 0x73be18dca200>) in gradient.
Level 1:tensorflow:Registering FakeQuantWithMinMaxVars (<function _FakeQuantWithMinMaxVarsGradient at 0x73be18dca3e0>) in gradient.
[Level 1 ] Registering FakeQuantWithMinMaxVars (<function _FakeQuantWithMinMaxVarsGradient at 0x73be18dca3e0>) in gradient.
Level 1:tensorflow:Registering FakeQuantWithMinMaxVarsPerChannel (<function _FakeQuantWithMinMaxVarsPerChannelGradient at 0x73be18dcab60>) in gradient.
[Level 1 ] Registering FakeQuantWithMinMaxVarsPerChannel (<function _FakeQuantWithMinMaxVarsPerChannelGradient at 0x73be18dcab60>) in gradient.
Level 1:tensorflow:Registering QuantizeAndDequantizeV4 (<function _QuantizeAndDequantizeV4Grad at 0x73be18dcac00>) in gradient.
[Level 1 ] Registering QuantizeAndDequantizeV4 (<function _QuantizeAndDequantizeV4Grad at 0x73be18dcac00>) in gradient.
Level 1:tensorflow:Registering QuantizeAndDequantizeV4Grad (<function _QuantizeAndDequantizeV4GradGrad at 0x73be18dcaca0>) in gradient.
[Level 1 ] Registering QuantizeAndDequantizeV4Grad (<function _QuantizeAndDequantizeV4GradGrad at 0x73be18dcaca0>) in gradient.
Level 1:tensorflow:Registering TensorListConcatLists (None) in gradient.
[Level 1 ] Registering TensorListConcatLists (None) in gradient.
Level 1:tensorflow:Registering TensorListElementShape (None) in gradient.
[Level 1 ] Registering TensorListElementShape (None) in gradient.
Level 1:tensorflow:Registering TensorListLength (None) in gradient.
[Level 1 ] Registering TensorListLength (None) in gradient.
Level 1:tensorflow:Registering TensorListPushBackBatch (None) in gradient.
[Level 1 ] Registering TensorListPushBackBatch (None) in gradient.
Level 1:tensorflow:Registering TensorListPushBack (<function _PushBackGrad at 0x73be18b7a5c0>) in gradient.
[Level 1 ] Registering TensorListPushBack (<function _PushBackGrad at 0x73be18b7a5c0>) in gradient.
Level 1:tensorflow:Registering TensorListPopBack (<function _PopBackGrad at 0x73be18b7a660>) in gradient.
[Level 1 ] Registering TensorListPopBack (<function _PopBackGrad at 0x73be18b7a660>) in gradient.
Level 1:tensorflow:Registering TensorListStack (<function _TensorListStackGrad at 0x73be18b7a700>) in gradient.
[Level 1 ] Registering TensorListStack (<function _TensorListStackGrad at 0x73be18b7a700>) in gradient.
Level 1:tensorflow:Registering TensorListConcatV2 (<function _TensorListConcatGrad at 0x73be18b7a7a0>) in gradient.
[Level 1 ] Registering TensorListConcatV2 (<function _TensorListConcatGrad at 0x73be18b7a7a0>) in gradient.
Level 1:tensorflow:Registering TensorListConcat (<function _TensorListConcatGrad at 0x73be18b7a7a0>) in gradient.
[Level 1 ] Registering TensorListConcat (<function _TensorListConcatGrad at 0x73be18b7a7a0>) in gradient.
Level 1:tensorflow:Registering TensorListSplit (<function _TensorListSplitGrad at 0x73be18b7a840>) in gradient.
[Level 1 ] Registering TensorListSplit (<function _TensorListSplitGrad at 0x73be18b7a840>) in gradient.
Level 1:tensorflow:Registering TensorListFromTensor (<function _TensorListFromTensorGrad at 0x73be18b7a8e0>) in gradient.
[Level 1 ] Registering TensorListFromTensor (<function _TensorListFromTensorGrad at 0x73be18b7a8e0>) in gradient.
Level 1:tensorflow:Registering TensorListGetItem (<function _TensorListGetItemGrad at 0x73be18b7a980>) in gradient.
[Level 1 ] Registering TensorListGetItem (<function _TensorListGetItemGrad at 0x73be18b7a980>) in gradient.
Level 1:tensorflow:Registering TensorListSetItem (<function _TensorListSetItemGrad at 0x73be18b7aa20>) in gradient.
[Level 1 ] Registering TensorListSetItem (<function _TensorListSetItemGrad at 0x73be18b7aa20>) in gradient.
Level 1:tensorflow:Registering TensorListResize (<function _TensorListResizeGrad at 0x73be18b7aac0>) in gradient.
[Level 1 ] Registering TensorListResize (<function _TensorListResizeGrad at 0x73be18b7aac0>) in gradient.
Level 1:tensorflow:Registering TensorListGather (<function _TensorListGatherGrad at 0x73be18b7ab60>) in gradient.
[Level 1 ] Registering TensorListGather (<function _TensorListGatherGrad at 0x73be18b7ab60>) in gradient.
Level 1:tensorflow:Registering TensorListScatterV2 (<function _TensorListScatterGrad at 0x73be18b7ac00>) in gradient.
[Level 1 ] Registering TensorListScatterV2 (<function _TensorListScatterGrad at 0x73be18b7ac00>) in gradient.
Level 1:tensorflow:Registering TensorListScatter (<function _TensorListScatterGrad at 0x73be18b7ac00>) in gradient.
[Level 1 ] Registering TensorListScatter (<function _TensorListScatterGrad at 0x73be18b7ac00>) in gradient.
Level 1:tensorflow:Registering TensorListScatterIntoExistingList (<function _TensorListScatterIntoExistingListGrad at 0x73be18b7aca0>) in gradient.
[Level 1 ] Registering TensorListScatterIntoExistingList (<function _TensorListScatterIntoExistingListGrad at 0x73be18b7aca0>) in gradient.
Level 1:tensorflow:Registering AccumulateNV2 (<function _accumulate_n_grad at 0x73be18635b20>) in gradient.
[Level 1 ] Registering AccumulateNV2 (<function _accumulate_n_grad at 0x73be18635b20>) in gradient.
Level 1:tensorflow:Registering cond_context ((<class 'tensorflow.core.protobuf.control_flow_pb2.CondContextDef'>, <function CondContext.to_proto at 0x73be1856c900>, <function CondContext.from_proto at 0x73be1856c9a0>)) in proto functions.
[Level 1 ] Registering cond_context ((<class 'tensorflow.core.protobuf.control_flow_pb2.CondContextDef'>, <function CondContext.to_proto at 0x73be1856c900>, <function CondContext.from_proto at 0x73be1856c9a0>)) in proto functions.
Level 1:tensorflow:Registering while_context ((<class 'tensorflow.core.protobuf.control_flow_pb2.WhileContextDef'>, <function WhileContext.to_proto at 0x73be1856d760>, <function WhileContext.from_proto at 0x73be1856d8a0>)) in proto functions.
[Level 1 ] Registering while_context ((<class 'tensorflow.core.protobuf.control_flow_pb2.WhileContextDef'>, <function WhileContext.to_proto at 0x73be1856d760>, <function WhileContext.from_proto at 0x73be1856d8a0>)) in proto functions.
Level 1:tensorflow:Registering _identity_resolver (<function _identity_resolver at 0x73be1856f420>) in acd_resource_resolvers.
[Level 1 ] Registering _identity_resolver (<function _identity_resolver at 0x73be1856f420>) in acd_resource_resolvers.
Level 1:tensorflow:Registering Assign (None) in gradient.
[Level 1 ] Registering Assign (None) in gradient.
Level 1:tensorflow:Registering AssignAdd (None) in gradient.
[Level 1 ] Registering AssignAdd (None) in gradient.
Level 1:tensorflow:Registering AssignSub (None) in gradient.
[Level 1 ] Registering AssignSub (None) in gradient.
Level 1:tensorflow:Registering ScatterAdd (None) in gradient.
[Level 1 ] Registering ScatterAdd (None) in gradient.
Level 1:tensorflow:Registering ScatterSub (None) in gradient.
[Level 1 ] Registering ScatterSub (None) in gradient.
Level 1:tensorflow:Registering ScatterMul (None) in gradient.
[Level 1 ] Registering ScatterMul (None) in gradient.
Level 1:tensorflow:Registering ScatterDiv (None) in gradient.
[Level 1 ] Registering ScatterDiv (None) in gradient.
Level 1:tensorflow:Registering ScatterNdUpdate (None) in gradient.
[Level 1 ] Registering ScatterNdUpdate (None) in gradient.
Level 1:tensorflow:Registering ScatterNdAdd (None) in gradient.
[Level 1 ] Registering ScatterNdAdd (None) in gradient.
Level 1:tensorflow:Registering ScatterNdSub (None) in gradient.
[Level 1 ] Registering ScatterNdSub (None) in gradient.
Level 1:tensorflow:Registering ScatterNdMul (None) in gradient.
[Level 1 ] Registering ScatterNdMul (None) in gradient.
Level 1:tensorflow:Registering ScatterNdDiv (None) in gradient.
[Level 1 ] Registering ScatterNdDiv (None) in gradient.
Level 1:tensorflow:Registering ReadVariableOp (<function _ReadGrad at 0x73be18499080>) in gradient.
[Level 1 ] Registering ReadVariableOp (<function _ReadGrad at 0x73be18499080>) in gradient.
Level 1:tensorflow:Registering ResourceGather (<function _GatherGrad at 0x73be1849a2a0>) in gradient.
[Level 1 ] Registering ResourceGather (<function _GatherGrad at 0x73be1849a2a0>) in gradient.
Level 1:tensorflow:Registering Assert (None) in gradient.
[Level 1 ] Registering Assert (None) in gradient.
Level 1:tensorflow:Registering VarIsInitializedOp (None) in gradient.
[Level 1 ] Registering VarIsInitializedOp (None) in gradient.
Level 1:tensorflow:Registering VariableShape (None) in gradient.
[Level 1 ] Registering VariableShape (None) in gradient.
Level 1:tensorflow:Registering RandomStandardNormal (None) in gradient.
[Level 1 ] Registering RandomStandardNormal (None) in gradient.
Level 1:tensorflow:Registering ParameterizedTruncatedNormal (None) in gradient.
[Level 1 ] Registering ParameterizedTruncatedNormal (None) in gradient.
Level 1:tensorflow:Registering TruncatedNormal (None) in gradient.
[Level 1 ] Registering TruncatedNormal (None) in gradient.
Level 1:tensorflow:Registering RandomUniform (None) in gradient.
[Level 1 ] Registering RandomUniform (None) in gradient.
Level 1:tensorflow:Registering RandomShuffle (None) in gradient.
[Level 1 ] Registering RandomShuffle (None) in gradient.
Level 1:tensorflow:Registering Multinomial (None) in gradient.
[Level 1 ] Registering Multinomial (None) in gradient.
Level 1:tensorflow:Registering If (<function _IfGrad at 0x73be182736a0>) in gradient.
[Level 1 ] Registering If (<function _IfGrad at 0x73be182736a0>) in gradient.
Level 1:tensorflow:Registering StatelessIf (<function _IfGrad at 0x73be182736a0>) in gradient.
[Level 1 ] Registering StatelessIf (<function _IfGrad at 0x73be182736a0>) in gradient.
Level 1:tensorflow:Registering StatelessCase (<function _CaseGrad at 0x73be182a8a40>) in gradient.
[Level 1 ] Registering StatelessCase (<function _CaseGrad at 0x73be182a8a40>) in gradient.
Level 1:tensorflow:Registering Case (<function _CaseGrad at 0x73be182a8a40>) in gradient.
[Level 1 ] Registering Case (<function _CaseGrad at 0x73be182a8a40>) in gradient.
Level 1:tensorflow:Registering While (<function _WhileGrad at 0x73be18130ea0>) in gradient.
[Level 1 ] Registering While (<function _WhileGrad at 0x73be18130ea0>) in gradient.
Level 1:tensorflow:Registering StatelessWhile (<function _WhileGrad at 0x73be18130ea0>) in gradient.
[Level 1 ] Registering StatelessWhile (<function _WhileGrad at 0x73be18130ea0>) in gradient.
Level 1:tensorflow:Registering EnsureShape (<function _ensure_shape_grad at 0x73be17e3f880>) in gradient.
[Level 1 ] Registering EnsureShape (<function _ensure_shape_grad at 0x73be17e3f880>) in gradient.
Level 1:tensorflow:Registering RaggedTensorToSparse (<function _ragged_tensor_to_sparse_gradient at 0x73be17eb7060>) in gradient.
[Level 1 ] Registering RaggedTensorToSparse (<function _ragged_tensor_to_sparse_gradient at 0x73be17eb7060>) in gradient.
Level 1:tensorflow:Registering Conv2DBackpropInput (<function _Conv2DBackpropInputGrad at 0x73be17d780e0>) in gradient.
[Level 1 ] Registering Conv2DBackpropInput (<function _Conv2DBackpropInputGrad at 0x73be17d780e0>) in gradient.
Level 1:tensorflow:Registering Conv2DBackpropFilter (<function _Conv2DBackpropFilterGrad at 0x73be17d78860>) in gradient.
[Level 1 ] Registering Conv2DBackpropFilter (<function _Conv2DBackpropFilterGrad at 0x73be17d78860>) in gradient.
Level 1:tensorflow:Registering DepthwiseConv2dNativeBackpropInput (<function _DepthwiseConv2dNativeBackpropInputGrad at 0x73be17d789a0>) in gradient.
[Level 1 ] Registering DepthwiseConv2dNativeBackpropInput (<function _DepthwiseConv2dNativeBackpropInputGrad at 0x73be17d789a0>) in gradient.
Level 1:tensorflow:Registering DepthwiseConv2dNativeBackpropFilter (<function _DepthwiseConv2dNativeBackpropFilterGrad at 0x73be17d78900>) in gradient.
[Level 1 ] Registering DepthwiseConv2dNativeBackpropFilter (<function _DepthwiseConv2dNativeBackpropFilterGrad at 0x73be17d78900>) in gradient.
Level 1:tensorflow:Registering Conv3D (<function _Conv3DGrad at 0x73be17d78a40>) in gradient.
[Level 1 ] Registering Conv3D (<function _Conv3DGrad at 0x73be17d78a40>) in gradient.
Level 1:tensorflow:Registering Conv3DBackpropInputV2 (<function _Conv3DBackpropInputGrad at 0x73be17d78ae0>) in gradient.
[Level 1 ] Registering Conv3DBackpropInputV2 (<function _Conv3DBackpropInputGrad at 0x73be17d78ae0>) in gradient.
Level 1:tensorflow:Registering Conv3DBackpropFilterV2 (<function _Conv3DBackpropFilterGrad at 0x73be17d78b80>) in gradient.
[Level 1 ] Registering Conv3DBackpropFilterV2 (<function _Conv3DBackpropFilterGrad at 0x73be17d78b80>) in gradient.
Level 1:tensorflow:Registering AvgPool3D (<function _AvgPool3DGrad at 0x73be17d78c20>) in gradient.
[Level 1 ] Registering AvgPool3D (<function _AvgPool3DGrad at 0x73be17d78c20>) in gradient.
Level 1:tensorflow:Registering AvgPool3DGrad (<function _AvgPool3DGradGrad at 0x73be17d78cc0>) in gradient.
[Level 1 ] Registering AvgPool3DGrad (<function _AvgPool3DGradGrad at 0x73be17d78cc0>) in gradient.
Level 1:tensorflow:Registering MaxPool3D (<function _MaxPool3DGrad at 0x73be17d78d60>) in gradient.
[Level 1 ] Registering MaxPool3D (<function _MaxPool3DGrad at 0x73be17d78d60>) in gradient.
Level 1:tensorflow:Registering MaxPool3DGrad (<function _MaxPool3DGradGrad at 0x73be17d78e00>) in gradient.
[Level 1 ] Registering MaxPool3DGrad (<function _MaxPool3DGradGrad at 0x73be17d78e00>) in gradient.
Level 1:tensorflow:Registering MaxPool3DGradGrad (<function _MaxPool3DGradGradGrad at 0x73be17d78ea0>) in gradient.
[Level 1 ] Registering MaxPool3DGradGrad (<function _MaxPool3DGradGradGrad at 0x73be17d78ea0>) in gradient.
Level 1:tensorflow:Registering Softmax (<function _SoftmaxGrad at 0x73be17d78f40>) in gradient.
[Level 1 ] Registering Softmax (<function _SoftmaxGrad at 0x73be17d78f40>) in gradient.
Level 1:tensorflow:Registering LogSoftmax (<function _LogSoftmaxGrad at 0x73be17d78fe0>) in gradient.
[Level 1 ] Registering LogSoftmax (<function _LogSoftmaxGrad at 0x73be17d78fe0>) in gradient.
Level 1:tensorflow:Registering BiasAdd (<function _BiasAddGrad at 0x73be17d79080>) in gradient.
[Level 1 ] Registering BiasAdd (<function _BiasAddGrad at 0x73be17d79080>) in gradient.
Level 1:tensorflow:Registering BiasAddGrad (<function _BiasAddGradGrad at 0x73be17d79120>) in gradient.
[Level 1 ] Registering BiasAddGrad (<function _BiasAddGradGrad at 0x73be17d79120>) in gradient.
Level 1:tensorflow:Registering BiasAddV1 (<function _BiasAddGradV1 at 0x73be17d791c0>) in gradient.
[Level 1 ] Registering BiasAddV1 (<function _BiasAddGradV1 at 0x73be17d791c0>) in gradient.
Level 1:tensorflow:Registering Relu (<function _ReluGrad at 0x73be17d79260>) in gradient.
[Level 1 ] Registering Relu (<function _ReluGrad at 0x73be17d79260>) in gradient.
Level 1:tensorflow:Registering EluGrad (<function _EluGradGrad at 0x73be17d79300>) in gradient.
[Level 1 ] Registering EluGrad (<function _EluGradGrad at 0x73be17d79300>) in gradient.
Level 1:tensorflow:Registering SeluGrad (<function _SeluGradGrad at 0x73be17d793a0>) in gradient.
[Level 1 ] Registering SeluGrad (<function _SeluGradGrad at 0x73be17d793a0>) in gradient.
Level 1:tensorflow:Registering Relu6 (<function _Relu6Grad at 0x73be17d79440>) in gradient.
[Level 1 ] Registering Relu6 (<function _Relu6Grad at 0x73be17d79440>) in gradient.
Level 1:tensorflow:Registering Relu6Grad (<function _Relu6GradGrad at 0x73be17d794e0>) in gradient.
[Level 1 ] Registering Relu6Grad (<function _Relu6GradGrad at 0x73be17d794e0>) in gradient.
Level 1:tensorflow:Registering LeakyRelu (<function _LeakyReluGrad at 0x73be17d79580>) in gradient.
[Level 1 ] Registering LeakyRelu (<function _LeakyReluGrad at 0x73be17d79580>) in gradient.
Level 1:tensorflow:Registering LeakyReluGrad (<function _LeakyReluGradGrad at 0x73be17d79620>) in gradient.
[Level 1 ] Registering LeakyReluGrad (<function _LeakyReluGradGrad at 0x73be17d79620>) in gradient.
Level 1:tensorflow:Registering Elu (<function _EluGrad at 0x73be17d796c0>) in gradient.
[Level 1 ] Registering Elu (<function _EluGrad at 0x73be17d796c0>) in gradient.
Level 1:tensorflow:Registering Selu (<function _SeluGrad at 0x73be17d79760>) in gradient.
[Level 1 ] Registering Selu (<function _SeluGrad at 0x73be17d79760>) in gradient.
Level 1:tensorflow:Registering Softplus (<function _SoftplusGrad at 0x73be17d79800>) in gradient.
[Level 1 ] Registering Softplus (<function _SoftplusGrad at 0x73be17d79800>) in gradient.
Level 1:tensorflow:Registering SoftplusGrad (<function _SoftplusGradGrad at 0x73be17d798a0>) in gradient.
[Level 1 ] Registering SoftplusGrad (<function _SoftplusGradGrad at 0x73be17d798a0>) in gradient.
Level 1:tensorflow:Registering Softsign (<function _SoftsignGrad at 0x73be17d79940>) in gradient.
[Level 1 ] Registering Softsign (<function _SoftsignGrad at 0x73be17d79940>) in gradient.
Level 1:tensorflow:Registering ReluGrad (<function _ReluGradGrad at 0x73be17d799e0>) in gradient.
[Level 1 ] Registering ReluGrad (<function _ReluGradGrad at 0x73be17d799e0>) in gradient.
Level 1:tensorflow:Registering SoftmaxCrossEntropyWithLogits (<function _SoftmaxCrossEntropyWithLogitsGrad at 0x73be17d79b20>) in gradient.
[Level 1 ] Registering SoftmaxCrossEntropyWithLogits (<function _SoftmaxCrossEntropyWithLogitsGrad at 0x73be17d79b20>) in gradient.
Level 1:tensorflow:Registering SparseSoftmaxCrossEntropyWithLogits (<function _SparseSoftmaxCrossEntropyWithLogitsGrad at 0x73be17d79bc0>) in gradient.
[Level 1 ] Registering SparseSoftmaxCrossEntropyWithLogits (<function _SparseSoftmaxCrossEntropyWithLogitsGrad at 0x73be17d79bc0>) in gradient.
Level 1:tensorflow:Registering Conv2D (<function _Conv2DGrad at 0x73be17d79c60>) in gradient.
[Level 1 ] Registering Conv2D (<function _Conv2DGrad at 0x73be17d79c60>) in gradient.
Level 1:tensorflow:Registering DepthwiseConv2dNative (<function _DepthwiseConv2dNativeGrad at 0x73be17d79d00>) in gradient.
[Level 1 ] Registering DepthwiseConv2dNative (<function _DepthwiseConv2dNativeGrad at 0x73be17d79d00>) in gradient.
Level 1:tensorflow:Registering Dilation2D (<function _Dilation2DGrad at 0x73be17d79da0>) in gradient.
[Level 1 ] Registering Dilation2D (<function _Dilation2DGrad at 0x73be17d79da0>) in gradient.
Level 1:tensorflow:Registering LRN (<function _LRNGrad at 0x73be17d79e40>) in gradient.
[Level 1 ] Registering LRN (<function _LRNGrad at 0x73be17d79e40>) in gradient.
Level 1:tensorflow:Registering AvgPool (<function _AvgPoolGrad at 0x73be17d79ee0>) in gradient.
[Level 1 ] Registering AvgPool (<function _AvgPoolGrad at 0x73be17d79ee0>) in gradient.
Level 1:tensorflow:Registering AvgPoolGrad (<function _AvgPoolGradGrad at 0x73be17d79f80>) in gradient.
[Level 1 ] Registering AvgPoolGrad (<function _AvgPoolGradGrad at 0x73be17d79f80>) in gradient.
Level 1:tensorflow:Registering MaxPool (<function _MaxPoolGrad at 0x73be17d7a020>) in gradient.
[Level 1 ] Registering MaxPool (<function _MaxPoolGrad at 0x73be17d7a020>) in gradient.
Level 1:tensorflow:Registering MaxPoolV2 (<function _MaxPoolGradV2 at 0x73be17d7a0c0>) in gradient.
[Level 1 ] Registering MaxPoolV2 (<function _MaxPoolGradV2 at 0x73be17d7a0c0>) in gradient.
Level 1:tensorflow:Registering MaxPoolWithArgmax (<function _MaxPoolGradWithArgmax at 0x73be17d7a160>) in gradient.
[Level 1 ] Registering MaxPoolWithArgmax (<function _MaxPoolGradWithArgmax at 0x73be17d7a160>) in gradient.
Level 1:tensorflow:Registering MaxPoolGrad (<function _MaxPoolGradGrad at 0x73be17d7a200>) in gradient.
[Level 1 ] Registering MaxPoolGrad (<function _MaxPoolGradGrad at 0x73be17d7a200>) in gradient.
Level 1:tensorflow:Registering MaxPoolGradV2 (<function _MaxPoolGradGradV2 at 0x73be17d7a2a0>) in gradient.
[Level 1 ] Registering MaxPoolGradV2 (<function _MaxPoolGradGradV2 at 0x73be17d7a2a0>) in gradient.
Level 1:tensorflow:Registering MaxPoolGradGrad (<function _MaxPoolGradGradGrad at 0x73be17d7a340>) in gradient.
[Level 1 ] Registering MaxPoolGradGrad (<function _MaxPoolGradGradGrad at 0x73be17d7a340>) in gradient.
Level 1:tensorflow:Registering FractionalMaxPool (<function _FractionalMaxPoolGrad at 0x73be17d7a3e0>) in gradient.
[Level 1 ] Registering FractionalMaxPool (<function _FractionalMaxPoolGrad at 0x73be17d7a3e0>) in gradient.
Level 1:tensorflow:Registering FractionalAvgPool (<function _FractionalAvgPoolGrad at 0x73be17d7a480>) in gradient.
[Level 1 ] Registering FractionalAvgPool (<function _FractionalAvgPoolGrad at 0x73be17d7a480>) in gradient.
Level 1:tensorflow:Registering BatchNormWithGlobalNormalization (<function _BatchNormWithGlobalNormalizationGrad at 0x73be17d7a520>) in gradient.
[Level 1 ] Registering BatchNormWithGlobalNormalization (<function _BatchNormWithGlobalNormalizationGrad at 0x73be17d7a520>) in gradient.
Level 1:tensorflow:Registering FusedBatchNorm (<function _FusedBatchNormGrad at 0x73be17d7a660>) in gradient.
[Level 1 ] Registering FusedBatchNorm (<function _FusedBatchNormGrad at 0x73be17d7a660>) in gradient.
Level 1:tensorflow:Registering FusedBatchNormV2 (<function _FusedBatchNormV2Grad at 0x73be17d7a700>) in gradient.
[Level 1 ] Registering FusedBatchNormV2 (<function _FusedBatchNormV2Grad at 0x73be17d7a700>) in gradient.
Level 1:tensorflow:Registering FusedBatchNormV3 (<function _FusedBatchNormV3Grad at 0x73be17d7a7a0>) in gradient.
[Level 1 ] Registering FusedBatchNormV3 (<function _FusedBatchNormV3Grad at 0x73be17d7a7a0>) in gradient.
Level 1:tensorflow:Registering L2Loss (<function _L2LossGrad at 0x73be17d7a840>) in gradient.
[Level 1 ] Registering L2Loss (<function _L2LossGrad at 0x73be17d7a840>) in gradient.
Level 1:tensorflow:Registering TopKV2 (<function _TopKGrad at 0x73be17d7a8e0>) in gradient.
[Level 1 ] Registering TopKV2 (<function _TopKGrad at 0x73be17d7a8e0>) in gradient.
Level 1:tensorflow:Registering TopK (<function _TopKGrad at 0x73be17d7a8e0>) in gradient.
[Level 1 ] Registering TopK (<function _TopKGrad at 0x73be17d7a8e0>) in gradient.
Level 1:tensorflow:Registering ApproxTopK (<function _ApproxTopKGradient at 0x73be17d7a980>) in gradient.
[Level 1 ] Registering ApproxTopK (<function _ApproxTopKGradient at 0x73be17d7a980>) in gradient.
Level 1:tensorflow:Registering NthElement (<function _NthElementGrad at 0x73be17d7aa20>) in gradient.
[Level 1 ] Registering NthElement (<function _NthElementGrad at 0x73be17d7aa20>) in gradient.
Level 1:tensorflow:Registering IsotonicRegression (<function _IsotonicRegressionGrad at 0x73be17d7ab60>) in gradient.
[Level 1 ] Registering IsotonicRegression (<function _IsotonicRegressionGrad at 0x73be17d7ab60>) in gradient.
Level 1:tensorflow:Registering BitwiseAnd (None) in gradient.
[Level 1 ] Registering BitwiseAnd (None) in gradient.
Level 1:tensorflow:Registering BitwiseOr (None) in gradient.
[Level 1 ] Registering BitwiseOr (None) in gradient.
Level 1:tensorflow:Registering BitwiseXor (None) in gradient.
[Level 1 ] Registering BitwiseXor (None) in gradient.
Level 1:tensorflow:Registering Invert (None) in gradient.
[Level 1 ] Registering Invert (None) in gradient.
Level 1:tensorflow:Registering PopulationCount (None) in gradient.
[Level 1 ] Registering PopulationCount (None) in gradient.
Level 1:tensorflow:Registering LeftShift (None) in gradient.
[Level 1 ] Registering LeftShift (None) in gradient.
Level 1:tensorflow:Registering RightShift (None) in gradient.
[Level 1 ] Registering RightShift (None) in gradient.
Level 1:tensorflow:Registering StatelessMultinomial (None) in gradient.
[Level 1 ] Registering StatelessMultinomial (None) in gradient.
Level 1:tensorflow:Registering StatelessRandomBinomial (None) in gradient.
[Level 1 ] Registering StatelessRandomBinomial (None) in gradient.
Level 1:tensorflow:Registering StatelessRandomNormal (None) in gradient.
[Level 1 ] Registering StatelessRandomNormal (None) in gradient.
Level 1:tensorflow:Registering StatelessRandomPoisson (None) in gradient.
[Level 1 ] Registering StatelessRandomPoisson (None) in gradient.
Level 1:tensorflow:Registering StatelessRandomUniform (None) in gradient.
[Level 1 ] Registering StatelessRandomUniform (None) in gradient.
Level 1:tensorflow:Registering StatelessRandomUniformInt (None) in gradient.
[Level 1 ] Registering StatelessRandomUniformInt (None) in gradient.
Level 1:tensorflow:Registering StatelessRandomUniformFullInt (None) in gradient.
[Level 1 ] Registering StatelessRandomUniformFullInt (None) in gradient.
Level 1:tensorflow:Registering StatelessTruncatedNormal (None) in gradient.
[Level 1 ] Registering StatelessTruncatedNormal (None) in gradient.
Level 1:tensorflow:Registering StatelessRandomNormalV2 (None) in gradient.
[Level 1 ] Registering StatelessRandomNormalV2 (None) in gradient.
Level 1:tensorflow:Registering StatelessRandomUniformV2 (None) in gradient.
[Level 1 ] Registering StatelessRandomUniformV2 (None) in gradient.
Level 1:tensorflow:Registering StatelessRandomUniformIntV2 (None) in gradient.
[Level 1 ] Registering StatelessRandomUniformIntV2 (None) in gradient.
Level 1:tensorflow:Registering StatelessRandomUniformFullIntV2 (None) in gradient.
[Level 1 ] Registering StatelessRandomUniformFullIntV2 (None) in gradient.
Level 1:tensorflow:Registering StatelessTruncatedNormalV2 (None) in gradient.
[Level 1 ] Registering StatelessTruncatedNormalV2 (None) in gradient.
Level 1:tensorflow:Registering StatelessRandomShuffle (None) in gradient.
[Level 1 ] Registering StatelessRandomShuffle (None) in gradient.
Level 1:tensorflow:Registering RandomIndexShuffle (None) in gradient.
[Level 1 ] Registering RandomIndexShuffle (None) in gradient.
Level 1:tensorflow:Registering Conv3D,flops (<function _calc_conv3d_flops at 0x73be17c249a0>) in statistical functions.
[Level 1 ] Registering Conv3D,flops (<function _calc_conv3d_flops at 0x73be17c249a0>) in statistical functions.
Level 1:tensorflow:Registering Conv2D,flops (<function _calc_conv_flops at 0x73be17c24b80>) in statistical functions.
[Level 1 ] Registering Conv2D,flops (<function _calc_conv_flops at 0x73be17c24b80>) in statistical functions.
Level 1:tensorflow:Registering DepthwiseConv2dNative,flops (<function _calc_depthwise_conv_flops at 0x73be17c24ea0>) in statistical functions.
[Level 1 ] Registering DepthwiseConv2dNative,flops (<function _calc_depthwise_conv_flops at 0x73be17c24ea0>) in statistical functions.
Level 1:tensorflow:Registering BiasAdd,flops (<function _calc_bias_add_flops at 0x73be17c24f40>) in statistical functions.
[Level 1 ] Registering BiasAdd,flops (<function _calc_bias_add_flops at 0x73be17c24f40>) in statistical functions.
Level 1:tensorflow:Registering Dilation2D,flops (<function _calc_dilation2d_flops at 0x73be17c26a20>) in statistical functions.
[Level 1 ] Registering Dilation2D,flops (<function _calc_dilation2d_flops at 0x73be17c26a20>) in statistical functions.
Level 1:tensorflow:Registering CompositeTensorVariantFromComponents (<function _composite_tensor_to_variants_grad at 0x73be17ce7100>) in gradient.
[Level 1 ] Registering CompositeTensorVariantFromComponents (<function _composite_tensor_to_variants_grad at 0x73be17ce7100>) in gradient.
Level 1:tensorflow:Registering CompositeTensorVariantToComponents (<function _composite_tensor_from_variant_grad at 0x73be17ce71a0>) in gradient.
[Level 1 ] Registering CompositeTensorVariantToComponents (<function _composite_tensor_from_variant_grad at 0x73be17ce71a0>) in gradient.
Level 1:tensorflow:Registering RaggedRange (None) in gradient.
[Level 1 ] Registering RaggedRange (None) in gradient.
Level 1:tensorflow:Registering RaggedFillEmptyRows (<function _ragged_fill_empty_rows_grad at 0x73be17b63e20>) in gradient.
[Level 1 ] Registering RaggedFillEmptyRows (<function _ragged_fill_empty_rows_grad at 0x73be17b63e20>) in gradient.
Level 1:tensorflow:Registering RaggedGather (<function _ragged_gather_grad at 0x73be17b99bc0>) in gradient.
[Level 1 ] Registering RaggedGather (<function _ragged_gather_grad at 0x73be17b99bc0>) in gradient.
Level 1:tensorflow:Registering RegexReplace (None) in gradient.
[Level 1 ] Registering RegexReplace (None) in gradient.
Level 1:tensorflow:Registering StringToHashBucket (None) in gradient.
[Level 1 ] Registering StringToHashBucket (None) in gradient.
Level 1:tensorflow:Registering StringToHashBucketFast (None) in gradient.
[Level 1 ] Registering StringToHashBucketFast (None) in gradient.
Level 1:tensorflow:Registering StringToHashBucketStrong (None) in gradient.
[Level 1 ] Registering StringToHashBucketStrong (None) in gradient.
Level 1:tensorflow:Registering ReduceJoin (None) in gradient.
[Level 1 ] Registering ReduceJoin (None) in gradient.
Level 1:tensorflow:Registering StringJoin (None) in gradient.
[Level 1 ] Registering StringJoin (None) in gradient.
Level 1:tensorflow:Registering StringSplit (None) in gradient.
[Level 1 ] Registering StringSplit (None) in gradient.
Level 1:tensorflow:Registering AsString (None) in gradient.
[Level 1 ] Registering AsString (None) in gradient.
Level 1:tensorflow:Registering EncodeBase64 (None) in gradient.
[Level 1 ] Registering EncodeBase64 (None) in gradient.
Level 1:tensorflow:Registering DecodeBase64 (None) in gradient.
[Level 1 ] Registering DecodeBase64 (None) in gradient.
Level 1:tensorflow:Registering Print (<function _PrintGrad at 0x73be17bd8860>) in gradient.
[Level 1 ] Registering Print (<function _PrintGrad at 0x73be17bd8860>) in gradient.
Level 1:tensorflow:Registering HistogramSummary (None) in gradient.
[Level 1 ] Registering HistogramSummary (None) in gradient.
Level 1:tensorflow:Registering ImageSummary (None) in gradient.
[Level 1 ] Registering ImageSummary (None) in gradient.
Level 1:tensorflow:Registering AudioSummary (None) in gradient.
[Level 1 ] Registering AudioSummary (None) in gradient.
Level 1:tensorflow:Registering AudioSummaryV2 (None) in gradient.
[Level 1 ] Registering AudioSummaryV2 (None) in gradient.
Level 1:tensorflow:Registering MergeSummary (None) in gradient.
[Level 1 ] Registering MergeSummary (None) in gradient.
Level 1:tensorflow:Registering ScalarSummary (None) in gradient.
[Level 1 ] Registering ScalarSummary (None) in gradient.
Level 1:tensorflow:Registering TensorSummary (None) in gradient.
[Level 1 ] Registering TensorSummary (None) in gradient.
Level 1:tensorflow:Registering TensorSummaryV2 (None) in gradient.
[Level 1 ] Registering TensorSummaryV2 (None) in gradient.
Level 1:tensorflow:Registering Timestamp (None) in gradient.
[Level 1 ] Registering Timestamp (None) in gradient.
Level 1:tensorflow:Registering XlaEinsum (<function _einsum_grad at 0x73be179285e0>) in gradient.
[Level 1 ] Registering XlaEinsum (<function _einsum_grad at 0x73be179285e0>) in gradient.
Level 1:tensorflow:Registering RaggedTensorToTensor (<function _ragged_tensor_to_tensor_grad at 0x73be17961300>) in gradient.
[Level 1 ] Registering RaggedTensorToTensor (<function _ragged_tensor_to_tensor_grad at 0x73be17961300>) in gradient.
Level 1:tensorflow:Registering RaggedTensorFromVariant (<function _ragged_tensor_from_variant_grad at 0x73be17961580>) in gradient.
[Level 1 ] Registering RaggedTensorFromVariant (<function _ragged_tensor_from_variant_grad at 0x73be17961580>) in gradient.
Level 1:tensorflow:Registering RaggedTensorToVariant (<function _ragged_tensor_to_variant_grad at 0x73be17961620>) in gradient.
[Level 1 ] Registering RaggedTensorToVariant (<function _ragged_tensor_to_variant_grad at 0x73be17961620>) in gradient.
Level 1:tensorflow:Registering ClipByValue (<function _clip_by_value_grad at 0x73be17961bc0>) in gradient.
[Level 1 ] Registering ClipByValue (<function _clip_by_value_grad at 0x73be17961bc0>) in gradient.
Level 1:tensorflow:Registering DynamicPartition (<function _DynamicPartitionGrads at 0x73be17962340>) in gradient.
[Level 1 ] Registering DynamicPartition (<function _DynamicPartitionGrads at 0x73be17962340>) in gradient.
Level 1:tensorflow:Registering ParallelDynamicStitch (<function _DynamicStitchGrads at 0x73be17962840>) in gradient.
[Level 1 ] Registering ParallelDynamicStitch (<function _DynamicStitchGrads at 0x73be17962840>) in gradient.
Level 1:tensorflow:Registering DynamicStitch (<function _DynamicStitchGrads at 0x73be17962840>) in gradient.
[Level 1 ] Registering DynamicStitch (<function _DynamicStitchGrads at 0x73be17962840>) in gradient.
Level 1:tensorflow:Registering Queue (None) in gradient.
[Level 1 ] Registering Queue (None) in gradient.
Level 1:tensorflow:Registering QueueEnqueue (None) in gradient.
[Level 1 ] Registering QueueEnqueue (None) in gradient.
Level 1:tensorflow:Registering QueueEnqueueMany (None) in gradient.
[Level 1 ] Registering QueueEnqueueMany (None) in gradient.
Level 1:tensorflow:Registering QueueDequeue (None) in gradient.
[Level 1 ] Registering QueueDequeue (None) in gradient.
Level 1:tensorflow:Registering QueueDequeueMany (None) in gradient.
[Level 1 ] Registering QueueDequeueMany (None) in gradient.
Level 1:tensorflow:Registering QueueDequeueUpTo (None) in gradient.
[Level 1 ] Registering QueueDequeueUpTo (None) in gradient.
Level 1:tensorflow:Registering QueueClose (None) in gradient.
[Level 1 ] Registering QueueClose (None) in gradient.
Level 1:tensorflow:Registering QueueSize (None) in gradient.
[Level 1 ] Registering QueueSize (None) in gradient.
Level 1:tensorflow:Registering Stack (None) in gradient.
[Level 1 ] Registering Stack (None) in gradient.
Level 1:tensorflow:Registering StackPush (None) in gradient.
[Level 1 ] Registering StackPush (None) in gradient.
Level 1:tensorflow:Registering StackPop (None) in gradient.
[Level 1 ] Registering StackPop (None) in gradient.
Level 1:tensorflow:Registering StackClose (None) in gradient.
[Level 1 ] Registering StackClose (None) in gradient.
Level 1:tensorflow:Registering GetSessionHandle (None) in gradient.
[Level 1 ] Registering GetSessionHandle (None) in gradient.
Level 1:tensorflow:Registering GetSessionHandleV2 (None) in gradient.
[Level 1 ] Registering GetSessionHandleV2 (None) in gradient.
Level 1:tensorflow:Registering GetSessionTensor (None) in gradient.
[Level 1 ] Registering GetSessionTensor (None) in gradient.
Level 1:tensorflow:Registering DeleteSessionTensor (None) in gradient.
[Level 1 ] Registering DeleteSessionTensor (None) in gradient.
Level 1:tensorflow:Registering TPUReplicatedInput (None) in gradient.
[Level 1 ] Registering TPUReplicatedInput (None) in gradient.
Level 1:tensorflow:Registering AllToAll (<function _all_to_all_grad at 0x73be178cf740>) in gradient.
[Level 1 ] Registering AllToAll (<function _all_to_all_grad at 0x73be178cf740>) in gradient.
Level 1:tensorflow:Registering CollectivePermute (<function _collective_permute_grad at 0x73be178cf920>) in gradient.
[Level 1 ] Registering CollectivePermute (<function _collective_permute_grad at 0x73be178cf920>) in gradient.
Level 1:tensorflow:Registering CrossReplicaSum (<function _cross_replica_sum_grad at 0x73be178cf9c0>) in gradient.
[Level 1 ] Registering CrossReplicaSum (<function _cross_replica_sum_grad at 0x73be178cf9c0>) in gradient.
Level 1:tensorflow:Registering TPUEmbeddingActivations (<function _embedding_activations_grad at 0x73be178cfa60>) in gradient.
[Level 1 ] Registering TPUEmbeddingActivations (<function _embedding_activations_grad at 0x73be178cfa60>) in gradient.
Level 1:tensorflow:Registering XlaClusterOutput (<function _XlaClusterOutputGrad at 0x73be1772a700>) in gradient.
[Level 1 ] Registering XlaClusterOutput (<function _XlaClusterOutputGrad at 0x73be1772a700>) in gradient.
Level 1:tensorflow:Registering Pack (<function _PackGrad at 0x73be1772a980>) in gradient.
[Level 1 ] Registering Pack (<function _PackGrad at 0x73be1772a980>) in gradient.
Level 1:tensorflow:Registering Unpack (<function _UnpackGrad at 0x73be1772ac00>) in gradient.
[Level 1 ] Registering Unpack (<function _UnpackGrad at 0x73be1772ac00>) in gradient.
Level 1:tensorflow:Registering Concat (<function _ConcatGrad at 0x73be1772b060>) in gradient.
[Level 1 ] Registering Concat (<function _ConcatGrad at 0x73be1772b060>) in gradient.
Level 1:tensorflow:Registering ConcatV2 (<function _ConcatGradV2 at 0x73be1772b100>) in gradient.
[Level 1 ] Registering ConcatV2 (<function _ConcatGradV2 at 0x73be1772b100>) in gradient.
Level 1:tensorflow:Registering ConcatOffset (None) in gradient.
[Level 1 ] Registering ConcatOffset (None) in gradient.
Level 1:tensorflow:Registering Slice (<function _SliceGrad at 0x73be1772b1a0>) in gradient.
[Level 1 ] Registering Slice (<function _SliceGrad at 0x73be1772b1a0>) in gradient.
Level 1:tensorflow:Registering StridedSlice (<function _StridedSliceGrad at 0x73be1772b240>) in gradient.
[Level 1 ] Registering StridedSlice (<function _StridedSliceGrad at 0x73be1772b240>) in gradient.
Level 1:tensorflow:Registering StridedSliceGrad (<function _StridedSliceGradGrad at 0x73be1772b2e0>) in gradient.
[Level 1 ] Registering StridedSliceGrad (<function _StridedSliceGradGrad at 0x73be1772b2e0>) in gradient.
Level 1:tensorflow:Registering TensorStridedSliceUpdate (<function _TensorStridedSliceUpdateGrad at 0x73be1772b380>) in gradient.
[Level 1 ] Registering TensorStridedSliceUpdate (<function _TensorStridedSliceUpdateGrad at 0x73be1772b380>) in gradient.
Level 1:tensorflow:Registering Split (<function _SplitGrad at 0x73be1772b420>) in gradient.
[Level 1 ] Registering Split (<function _SplitGrad at 0x73be1772b420>) in gradient.
Level 1:tensorflow:Registering SplitV (<function _SplitVGrad at 0x73be1772b4c0>) in gradient.
[Level 1 ] Registering SplitV (<function _SplitVGrad at 0x73be1772b4c0>) in gradient.
Level 1:tensorflow:Registering Const (None) in gradient.
[Level 1 ] Registering Const (None) in gradient.
Level 1:tensorflow:Registering Diag (<function _DiagGrad at 0x73be1772b560>) in gradient.
[Level 1 ] Registering Diag (<function _DiagGrad at 0x73be1772b560>) in gradient.
Level 1:tensorflow:Registering DiagPart (<function _DiagPartGrad at 0x73be1772b600>) in gradient.
[Level 1 ] Registering DiagPart (<function _DiagPartGrad at 0x73be1772b600>) in gradient.
Level 1:tensorflow:Registering MatrixDiag (<function _MatrixDiagGrad at 0x73be1772b6a0>) in gradient.
[Level 1 ] Registering MatrixDiag (<function _MatrixDiagGrad at 0x73be1772b6a0>) in gradient.
Level 1:tensorflow:Registering MatrixDiagV2 (<function _MatrixDiagV2Grad at 0x73be1772b740>) in gradient.
[Level 1 ] Registering MatrixDiagV2 (<function _MatrixDiagV2Grad at 0x73be1772b740>) in gradient.
Level 1:tensorflow:Registering MatrixDiagV3 (<function _MatrixDiagV3Grad at 0x73be1772b7e0>) in gradient.
[Level 1 ] Registering MatrixDiagV3 (<function _MatrixDiagV3Grad at 0x73be1772b7e0>) in gradient.
Level 1:tensorflow:Registering MatrixDiagPart (<function _MatrixDiagPartGrad at 0x73be1772b880>) in gradient.
[Level 1 ] Registering MatrixDiagPart (<function _MatrixDiagPartGrad at 0x73be1772b880>) in gradient.
Level 1:tensorflow:Registering MatrixDiagPartV2 (<function _MatrixDiagPartV2Grad at 0x73be1772b920>) in gradient.
[Level 1 ] Registering MatrixDiagPartV2 (<function _MatrixDiagPartV2Grad at 0x73be1772b920>) in gradient.
Level 1:tensorflow:Registering MatrixDiagPartV3 (<function _MatrixDiagPartV3Grad at 0x73be1772b9c0>) in gradient.
[Level 1 ] Registering MatrixDiagPartV3 (<function _MatrixDiagPartV3Grad at 0x73be1772b9c0>) in gradient.
Level 1:tensorflow:Registering MatrixSetDiag (<function _MatrixSetDiagGrad at 0x73be1772ba60>) in gradient.
[Level 1 ] Registering MatrixSetDiag (<function _MatrixSetDiagGrad at 0x73be1772ba60>) in gradient.
Level 1:tensorflow:Registering MatrixSetDiagV2 (<function _MatrixSetDiagGradV2 at 0x73be1772bb00>) in gradient.
[Level 1 ] Registering MatrixSetDiagV2 (<function _MatrixSetDiagGradV2 at 0x73be1772bb00>) in gradient.
Level 1:tensorflow:Registering MatrixSetDiagV3 (<function _MatrixSetDiagGradV3 at 0x73be1772bba0>) in gradient.
[Level 1 ] Registering MatrixSetDiagV3 (<function _MatrixSetDiagGradV3 at 0x73be1772bba0>) in gradient.
Level 1:tensorflow:Registering MatrixBandPart (<function _MatrixBandPartGrad at 0x73be1772bc40>) in gradient.
[Level 1 ] Registering MatrixBandPart (<function _MatrixBandPartGrad at 0x73be1772bc40>) in gradient.
Level 1:tensorflow:Registering EditDistance (None) in gradient.
[Level 1 ] Registering EditDistance (None) in gradient.
Level 1:tensorflow:Registering Fill (<function _FillGrad at 0x73be1772bce0>) in gradient.
[Level 1 ] Registering Fill (<function _FillGrad at 0x73be1772bce0>) in gradient.
Level 1:tensorflow:Registering ZerosLike (None) in gradient.
[Level 1 ] Registering ZerosLike (None) in gradient.
Level 1:tensorflow:Registering OnesLike (None) in gradient.
[Level 1 ] Registering OnesLike (None) in gradient.
Level 1:tensorflow:Registering PreventGradient (<function _PreventGradientGrad at 0x73be1772bd80>) in gradient.
[Level 1 ] Registering PreventGradient (<function _PreventGradientGrad at 0x73be1772bd80>) in gradient.
Level 1:tensorflow:Registering Gather (<function _GatherGrad at 0x73be1772bec0>) in gradient.
[Level 1 ] Registering Gather (<function _GatherGrad at 0x73be1772bec0>) in gradient.
Level 1:tensorflow:Registering GatherV2 (<function _GatherV2Grad at 0x73be1778c0e0>) in gradient.
[Level 1 ] Registering GatherV2 (<function _GatherV2Grad at 0x73be1778c0e0>) in gradient.
Level 1:tensorflow:Registering GatherNd (<function _GatherNdGrad at 0x73be1778c180>) in gradient.
[Level 1 ] Registering GatherNd (<function _GatherNdGrad at 0x73be1778c180>) in gradient.
Level 1:tensorflow:Registering ResourceGatherNd (<function _ResourceGatherNdGrad at 0x73be1778c220>) in gradient.
[Level 1 ] Registering ResourceGatherNd (<function _ResourceGatherNdGrad at 0x73be1778c220>) in gradient.
Level 1:tensorflow:Registering CheckNumerics (<function _CheckNumericsGrad at 0x73be1778c2c0>) in gradient.
[Level 1 ] Registering CheckNumerics (<function _CheckNumericsGrad at 0x73be1778c2c0>) in gradient.
Level 1:tensorflow:Registering CheckNumericsV2 (<function _CheckNumericsV2Grad at 0x73be1778c360>) in gradient.
[Level 1 ] Registering CheckNumericsV2 (<function _CheckNumericsV2Grad at 0x73be1778c360>) in gradient.
Level 1:tensorflow:Registering Identity (<function _IdGrad at 0x73be1778c400>) in gradient.
[Level 1 ] Registering Identity (<function _IdGrad at 0x73be1778c400>) in gradient.
Level 1:tensorflow:Registering PlaceholderWithDefault (<function _IdGrad at 0x73be1778c400>) in gradient.
[Level 1 ] Registering PlaceholderWithDefault (<function _IdGrad at 0x73be1778c400>) in gradient.
Level 1:tensorflow:Registering _EagerConst (<function _EagerConstGrad at 0x73be1778c4a0>) in gradient.
[Level 1 ] Registering _EagerConst (<function _EagerConstGrad at 0x73be1778c4a0>) in gradient.
Level 1:tensorflow:Registering RefIdentity (<function _RefIdGrad at 0x73be1778c540>) in gradient.
[Level 1 ] Registering RefIdentity (<function _RefIdGrad at 0x73be1778c540>) in gradient.
Level 1:tensorflow:Registering IdentityN (<function _IdNGrad at 0x73be1778c5e0>) in gradient.
[Level 1 ] Registering IdentityN (<function _IdNGrad at 0x73be1778c5e0>) in gradient.
Level 1:tensorflow:Registering StopGradient (None) in gradient.
[Level 1 ] Registering StopGradient (None) in gradient.
Level 1:tensorflow:Registering Reshape (<function _ReshapeGrad at 0x73be1778c680>) in gradient.
[Level 1 ] Registering Reshape (<function _ReshapeGrad at 0x73be1778c680>) in gradient.
Level 1:tensorflow:Registering InvertPermutation (None) in gradient.
[Level 1 ] Registering InvertPermutation (None) in gradient.
Level 1:tensorflow:Registering ExpandDims (<function _ExpandDimsGrad at 0x73be1778c7c0>) in gradient.
[Level 1 ] Registering ExpandDims (<function _ExpandDimsGrad at 0x73be1778c7c0>) in gradient.
Level 1:tensorflow:Registering Squeeze (<function _SqueezeGrad at 0x73be1778c860>) in gradient.
[Level 1 ] Registering Squeeze (<function _SqueezeGrad at 0x73be1778c860>) in gradient.
Level 1:tensorflow:Registering Transpose (<function _TransposeGrad at 0x73be1778c900>) in gradient.
[Level 1 ] Registering Transpose (<function _TransposeGrad at 0x73be1778c900>) in gradient.
Level 1:tensorflow:Registering ConjugateTranspose (<function _ConjugateTransposeGrad at 0x73be1778c9a0>) in gradient.
[Level 1 ] Registering ConjugateTranspose (<function _ConjugateTransposeGrad at 0x73be1778c9a0>) in gradient.
Level 1:tensorflow:Registering Shape (None) in gradient.
[Level 1 ] Registering Shape (None) in gradient.
Level 1:tensorflow:Registering ShapeN (None) in gradient.
[Level 1 ] Registering ShapeN (None) in gradient.
Level 1:tensorflow:Registering Rank (None) in gradient.
[Level 1 ] Registering Rank (None) in gradient.
Level 1:tensorflow:Registering Size (None) in gradient.
[Level 1 ] Registering Size (None) in gradient.
Level 1:tensorflow:Registering Tile (<function _TileGrad at 0x73be1778ca40>) in gradient.
[Level 1 ] Registering Tile (<function _TileGrad at 0x73be1778ca40>) in gradient.
Level 1:tensorflow:Registering BroadcastGradientArgs (None) in gradient.
[Level 1 ] Registering BroadcastGradientArgs (None) in gradient.
Level 1:tensorflow:Registering Pad (<function _PadGrad at 0x73be1778cae0>) in gradient.
[Level 1 ] Registering Pad (<function _PadGrad at 0x73be1778cae0>) in gradient.
Level 1:tensorflow:Registering PadV2 (<function _PadGrad at 0x73be1778cae0>) in gradient.
[Level 1 ] Registering PadV2 (<function _PadGrad at 0x73be1778cae0>) in gradient.
Level 1:tensorflow:Registering ReverseSequence (<function _ReverseSequenceGrad at 0x73be1778cb80>) in gradient.
[Level 1 ] Registering ReverseSequence (<function _ReverseSequenceGrad at 0x73be1778cb80>) in gradient.
Level 1:tensorflow:Registering Reverse (<function _ReverseGrad at 0x73be1778cc20>) in gradient.
[Level 1 ] Registering Reverse (<function _ReverseGrad at 0x73be1778cc20>) in gradient.
Level 1:tensorflow:Registering ReverseV2 (<function _ReverseV2Grad at 0x73be1778ccc0>) in gradient.
[Level 1 ] Registering ReverseV2 (<function _ReverseV2Grad at 0x73be1778ccc0>) in gradient.
Level 1:tensorflow:Registering SpaceToBatch (<function _SpaceToBatchGrad at 0x73be1778cd60>) in gradient.
[Level 1 ] Registering SpaceToBatch (<function _SpaceToBatchGrad at 0x73be1778cd60>) in gradient.
Level 1:tensorflow:Registering SpaceToBatchND (<function _SpaceToBatchNDGrad at 0x73be1778ce00>) in gradient.
[Level 1 ] Registering SpaceToBatchND (<function _SpaceToBatchNDGrad at 0x73be1778ce00>) in gradient.
Level 1:tensorflow:Registering BatchToSpace (<function _BatchToSpaceGrad at 0x73be1778cea0>) in gradient.
[Level 1 ] Registering BatchToSpace (<function _BatchToSpaceGrad at 0x73be1778cea0>) in gradient.
Level 1:tensorflow:Registering BatchToSpaceND (<function _BatchToSpaceNDGrad at 0x73be1778cf40>) in gradient.
[Level 1 ] Registering BatchToSpaceND (<function _BatchToSpaceNDGrad at 0x73be1778cf40>) in gradient.
Level 1:tensorflow:Registering SpaceToDepth (<function _SpaceToDepthGrad at 0x73be1778cfe0>) in gradient.
[Level 1 ] Registering SpaceToDepth (<function _SpaceToDepthGrad at 0x73be1778cfe0>) in gradient.
Level 1:tensorflow:Registering DepthToSpace (<function _DepthToSpaceGrad at 0x73be1778d080>) in gradient.
[Level 1 ] Registering DepthToSpace (<function _DepthToSpaceGrad at 0x73be1778d080>) in gradient.
Level 1:tensorflow:Registering OneHot (None) in gradient.
[Level 1 ] Registering OneHot (None) in gradient.
Level 1:tensorflow:Registering MirrorPad (<function _MirrorPadGrad at 0x73be1778d120>) in gradient.
[Level 1 ] Registering MirrorPad (<function _MirrorPadGrad at 0x73be1778d120>) in gradient.
Level 1:tensorflow:Registering MirrorPadGrad (<function _MirrorPadGradGrad at 0x73be1778d1c0>) in gradient.
[Level 1 ] Registering MirrorPadGrad (<function _MirrorPadGradGrad at 0x73be1778d1c0>) in gradient.
Level 1:tensorflow:Registering QuantizeAndDequantize (<function _QuantizeAndDequantizeGrad at 0x73be1778d260>) in gradient.
[Level 1 ] Registering QuantizeAndDequantize (<function _QuantizeAndDequantizeGrad at 0x73be1778d260>) in gradient.
Level 1:tensorflow:Registering QuantizeAndDequantizeV2 (<function _QuantizeAndDequantizeV2Grad at 0x73be1778d300>) in gradient.
[Level 1 ] Registering QuantizeAndDequantizeV2 (<function _QuantizeAndDequantizeV2Grad at 0x73be1778d300>) in gradient.
Level 1:tensorflow:Registering QuantizeAndDequantizeV3 (<function _QuantizeAndDequantizeV3Grad at 0x73be1778d3a0>) in gradient.
[Level 1 ] Registering QuantizeAndDequantizeV3 (<function _QuantizeAndDequantizeV3Grad at 0x73be1778d3a0>) in gradient.
Level 1:tensorflow:Registering ExtractImagePatches (<function _ExtractImagePatchesGrad at 0x73be1778d440>) in gradient.
[Level 1 ] Registering ExtractImagePatches (<function _ExtractImagePatchesGrad at 0x73be1778d440>) in gradient.
Level 1:tensorflow:Registering ExtractVolumePatches (<function _ExtractVolumePatchesGrad at 0x73be1778d4e0>) in gradient.
[Level 1 ] Registering ExtractVolumePatches (<function _ExtractVolumePatchesGrad at 0x73be1778d4e0>) in gradient.
Level 1:tensorflow:Registering ScatterNd (<function _ScatterNdGrad at 0x73be1778d580>) in gradient.
[Level 1 ] Registering ScatterNd (<function _ScatterNdGrad at 0x73be1778d580>) in gradient.
Level 1:tensorflow:Registering TensorScatterUpdate (<function _TensorScatterUpdateGrad at 0x73be1778d620>) in gradient.
[Level 1 ] Registering TensorScatterUpdate (<function _TensorScatterUpdateGrad at 0x73be1778d620>) in gradient.
Level 1:tensorflow:Registering TensorScatterAdd (<function _TensorScatterAddGrad at 0x73be1778d6c0>) in gradient.
[Level 1 ] Registering TensorScatterAdd (<function _TensorScatterAddGrad at 0x73be1778d6c0>) in gradient.
Level 1:tensorflow:Registering TensorScatterMax (<function _TensorScatterMaxGrad at 0x73be1778d800>) in gradient.
[Level 1 ] Registering TensorScatterMax (<function _TensorScatterMaxGrad at 0x73be1778d800>) in gradient.
Level 1:tensorflow:Registering TensorScatterMin (<function _TensorScatterMinGrad at 0x73be1778d8a0>) in gradient.
[Level 1 ] Registering TensorScatterMin (<function _TensorScatterMinGrad at 0x73be1778d8a0>) in gradient.
Level 1:tensorflow:Registering TensorScatterSub (<function _TensorScatterSubGrad at 0x73be1778d940>) in gradient.
[Level 1 ] Registering TensorScatterSub (<function _TensorScatterSubGrad at 0x73be1778d940>) in gradient.
Level 1:tensorflow:Registering ScatterNdNonAliasingAdd (<function _ScatterNdNonAliasingAddGrad at 0x73be1778d9e0>) in gradient.
[Level 1 ] Registering ScatterNdNonAliasingAdd (<function _ScatterNdNonAliasingAddGrad at 0x73be1778d9e0>) in gradient.
Level 1:tensorflow:Registering BroadcastTo (<function _BroadcastToGrad at 0x73be1778da80>) in gradient.
[Level 1 ] Registering BroadcastTo (<function _BroadcastToGrad at 0x73be1778da80>) in gradient.
Level 1:tensorflow:Registering Switch (<function _SwitchGrad at 0x73be1778db20>) in gradient.
[Level 1 ] Registering Switch (<function _SwitchGrad at 0x73be1778db20>) in gradient.
Level 1:tensorflow:Registering RefSwitch (<function _SwitchGrad at 0x73be1778db20>) in gradient.
[Level 1 ] Registering RefSwitch (<function _SwitchGrad at 0x73be1778db20>) in gradient.
Level 1:tensorflow:Registering Merge (<function _MergeGrad at 0x73be1778dbc0>) in gradient.
[Level 1 ] Registering Merge (<function _MergeGrad at 0x73be1778dbc0>) in gradient.
Level 1:tensorflow:Registering RefMerge (<function _RefMergeGrad at 0x73be1778dd00>) in gradient.
[Level 1 ] Registering RefMerge (<function _RefMergeGrad at 0x73be1778dd00>) in gradient.
Level 1:tensorflow:Registering Exit (<function _ExitGrad at 0x73be1778dc60>) in gradient.
[Level 1 ] Registering Exit (<function _ExitGrad at 0x73be1778dc60>) in gradient.
Level 1:tensorflow:Registering RefExit (<function _ExitGrad at 0x73be1778dc60>) in gradient.
[Level 1 ] Registering RefExit (<function _ExitGrad at 0x73be1778dc60>) in gradient.
Level 1:tensorflow:Registering NextIteration (<function _NextIterationGrad at 0x73be1778dda0>) in gradient.
[Level 1 ] Registering NextIteration (<function _NextIterationGrad at 0x73be1778dda0>) in gradient.
Level 1:tensorflow:Registering RefNextIteration (<function _RefNextIterationGrad at 0x73be1778de40>) in gradient.
[Level 1 ] Registering RefNextIteration (<function _RefNextIterationGrad at 0x73be1778de40>) in gradient.
Level 1:tensorflow:Registering Enter (<function _EnterGrad at 0x73be1778dee0>) in gradient.
[Level 1 ] Registering Enter (<function _EnterGrad at 0x73be1778dee0>) in gradient.
Level 1:tensorflow:Registering RefEnter (<function _RefEnterGrad at 0x73be1778df80>) in gradient.
[Level 1 ] Registering RefEnter (<function _RefEnterGrad at 0x73be1778df80>) in gradient.
Level 1:tensorflow:Registering LoopCond (<function _LoopCondGrad at 0x73be1778e020>) in gradient.
[Level 1 ] Registering LoopCond (<function _LoopCondGrad at 0x73be1778e020>) in gradient.
Level 1:tensorflow:Registering CudnnRNN (<function _cudnn_rnn_backward at 0x73be1778e0c0>) in gradient.
[Level 1 ] Registering CudnnRNN (<function _cudnn_rnn_backward at 0x73be1778e0c0>) in gradient.
Level 1:tensorflow:Registering CudnnRNNV2 (<function _cudnn_rnn_backward_v2 at 0x73be1778e340>) in gradient.
[Level 1 ] Registering CudnnRNNV2 (<function _cudnn_rnn_backward_v2 at 0x73be1778e340>) in gradient.
Level 1:tensorflow:Registering CudnnRNNV3 (<function _cudnn_rnn_backwardv3 at 0x73be177b62a0>) in gradient.
[Level 1 ] Registering CudnnRNNV3 (<function _cudnn_rnn_backwardv3 at 0x73be177b62a0>) in gradient.
Level 1:tensorflow:Registering ResizeNearestNeighbor (<function _ResizeNearestNeighborGrad at 0x73be177b6200>) in gradient.
[Level 1 ] Registering ResizeNearestNeighbor (<function _ResizeNearestNeighborGrad at 0x73be177b6200>) in gradient.
Level 1:tensorflow:Registering ResizeBilinear (<function _ResizeBilinearGrad at 0x73be177b6340>) in gradient.
[Level 1 ] Registering ResizeBilinear (<function _ResizeBilinearGrad at 0x73be177b6340>) in gradient.
Level 1:tensorflow:Registering ScaleAndTranslate (<function _ScaleAndTranslateGrad at 0x73be177b6520>) in gradient.
[Level 1 ] Registering ScaleAndTranslate (<function _ScaleAndTranslateGrad at 0x73be177b6520>) in gradient.
Level 1:tensorflow:Registering ResizeBicubic (<function _ResizeBicubicGrad at 0x73be177b6480>) in gradient.
[Level 1 ] Registering ResizeBicubic (<function _ResizeBicubicGrad at 0x73be177b6480>) in gradient.
Level 1:tensorflow:Registering CropAndResize (<function _CropAndResizeGrad at 0x73be177b65c0>) in gradient.
[Level 1 ] Registering CropAndResize (<function _CropAndResizeGrad at 0x73be177b65c0>) in gradient.
Level 1:tensorflow:Registering RGBToHSV (<function _RGBToHSVGrad at 0x73be177b6700>) in gradient.
[Level 1 ] Registering RGBToHSV (<function _RGBToHSVGrad at 0x73be177b6700>) in gradient.
Level 1:tensorflow:Registering MatrixInverse (<function _MatrixInverseGrad at 0x73be17729e40>) in gradient.
[Level 1 ] Registering MatrixInverse (<function _MatrixInverseGrad at 0x73be17729e40>) in gradient.
Level 1:tensorflow:Registering Einsum (<function _EinsumGrad at 0x73be177b7060>) in gradient.
[Level 1 ] Registering Einsum (<function _EinsumGrad at 0x73be177b7060>) in gradient.
Level 1:tensorflow:Registering MatrixDeterminant (<function _MatrixDeterminantGrad at 0x73be177e1760>) in gradient.
[Level 1 ] Registering MatrixDeterminant (<function _MatrixDeterminantGrad at 0x73be177e1760>) in gradient.
Level 1:tensorflow:Registering MatrixSquareRoot (<function _MatrixSquareRootGrad at 0x73be177e1800>) in gradient.
[Level 1 ] Registering MatrixSquareRoot (<function _MatrixSquareRootGrad at 0x73be177e1800>) in gradient.
Level 1:tensorflow:Registering LogMatrixDeterminant (<function _LogMatrixDeterminantGrad at 0x73be177e18a0>) in gradient.
[Level 1 ] Registering LogMatrixDeterminant (<function _LogMatrixDeterminantGrad at 0x73be177e18a0>) in gradient.
Level 1:tensorflow:Registering Cholesky (<function _CholeskyGrad at 0x73be177e1940>) in gradient.
[Level 1 ] Registering Cholesky (<function _CholeskyGrad at 0x73be177e1940>) in gradient.
Level 1:tensorflow:Registering Qr (<function _QrGrad at 0x73be177e19e0>) in gradient.
[Level 1 ] Registering Qr (<function _QrGrad at 0x73be177e19e0>) in gradient.
Level 1:tensorflow:Registering MatrixSolve (<function _MatrixSolveGrad at 0x73be177e1a80>) in gradient.
[Level 1 ] Registering MatrixSolve (<function _MatrixSolveGrad at 0x73be177e1a80>) in gradient.
Level 1:tensorflow:Registering MatrixSolveLs (<function _MatrixSolveLsGrad at 0x73be177e1b20>) in gradient.
[Level 1 ] Registering MatrixSolveLs (<function _MatrixSolveLsGrad at 0x73be177e1b20>) in gradient.
Level 1:tensorflow:Registering BandedTriangularSolve (<function _BandedTriangularSolveGrad at 0x73be177e1bc0>) in gradient.
[Level 1 ] Registering BandedTriangularSolve (<function _BandedTriangularSolveGrad at 0x73be177e1bc0>) in gradient.
Level 1:tensorflow:Registering MatrixTriangularSolve (<function _MatrixTriangularSolveGrad at 0x73be177e1c60>) in gradient.
[Level 1 ] Registering MatrixTriangularSolve (<function _MatrixTriangularSolveGrad at 0x73be177e1c60>) in gradient.
Level 1:tensorflow:Registering Eig (<function _EigGrad at 0x73be177e1da0>) in gradient.
[Level 1 ] Registering Eig (<function _EigGrad at 0x73be177e1da0>) in gradient.
Level 1:tensorflow:Registering SelfAdjointEigV2 (<function _SelfAdjointEigV2Grad at 0x73be177e1e40>) in gradient.
[Level 1 ] Registering SelfAdjointEigV2 (<function _SelfAdjointEigV2Grad at 0x73be177e1e40>) in gradient.
Level 1:tensorflow:Registering Svd (<function _SvdGrad at 0x73be177e1ee0>) in gradient.
[Level 1 ] Registering Svd (<function _SvdGrad at 0x73be177e1ee0>) in gradient.
Level 1:tensorflow:Registering TridiagonalMatMul (<function _TridiagonalMatMulGrad at 0x73be177e20c0>) in gradient.
[Level 1 ] Registering TridiagonalMatMul (<function _TridiagonalMatMulGrad at 0x73be177e20c0>) in gradient.
Level 1:tensorflow:Registering TridiagonalSolve (<function _TridiagonalSolveGrad at 0x73be177e2160>) in gradient.
[Level 1 ] Registering TridiagonalSolve (<function _TridiagonalSolveGrad at 0x73be177e2160>) in gradient.
Level 1:tensorflow:Registering Roll (<function _RollGrad at 0x73be177b6ca0>) in gradient.
[Level 1 ] Registering Roll (<function _RollGrad at 0x73be177b6ca0>) in gradient.
Level 1:tensorflow:Registering ArgMax (<function _ArgMaxGrad at 0x73be177e2340>) in gradient.
[Level 1 ] Registering ArgMax (<function _ArgMaxGrad at 0x73be177e2340>) in gradient.
Level 1:tensorflow:Registering ArgMin (<function _ArgMinGrad at 0x73be177e1120>) in gradient.
[Level 1 ] Registering ArgMin (<function _ArgMinGrad at 0x73be177e1120>) in gradient.
Level 1:tensorflow:Registering EuclideanNorm (<function _EuclideanNormGrad at 0x73be177e2c00>) in gradient.
[Level 1 ] Registering EuclideanNorm (<function _EuclideanNormGrad at 0x73be177e2c00>) in gradient.
Level 1:tensorflow:Registering Sum (<function _SumGrad at 0x73be177e3100>) in gradient.
[Level 1 ] Registering Sum (<function _SumGrad at 0x73be177e3100>) in gradient.
Level 1:tensorflow:Registering Max (<function _MaxGrad at 0x73be177e3240>) in gradient.
[Level 1 ] Registering Max (<function _MaxGrad at 0x73be177e3240>) in gradient.
Level 1:tensorflow:Registering Min (<function _MinGrad at 0x73be177e32e0>) in gradient.
[Level 1 ] Registering Min (<function _MinGrad at 0x73be177e32e0>) in gradient.
Level 1:tensorflow:Registering Mean (<function _MeanGrad at 0x73be177e3380>) in gradient.
[Level 1 ] Registering Mean (<function _MeanGrad at 0x73be177e3380>) in gradient.
Level 1:tensorflow:Registering Prod (<function _ProdGrad at 0x73be177e3420>) in gradient.
[Level 1 ] Registering Prod (<function _ProdGrad at 0x73be177e3420>) in gradient.
Level 1:tensorflow:Registering SegmentSum (<function _SegmentSumGrad at 0x73be177e34c0>) in gradient.
[Level 1 ] Registering SegmentSum (<function _SegmentSumGrad at 0x73be177e34c0>) in gradient.
Level 1:tensorflow:Registering SegmentMean (<function _SegmentMeanGrad at 0x73be177e3560>) in gradient.
[Level 1 ] Registering SegmentMean (<function _SegmentMeanGrad at 0x73be177e3560>) in gradient.
Level 1:tensorflow:Registering SparseSegmentSum (<function _SparseSegmentSumGrad at 0x73be177e3740>) in gradient.
[Level 1 ] Registering SparseSegmentSum (<function _SparseSegmentSumGrad at 0x73be177e3740>) in gradient.
Level 1:tensorflow:Registering SparseSegmentSumWithNumSegments (<function _SparseSegmentSumWithNumSegmentsGrad at 0x73be177e37e0>) in gradient.
[Level 1 ] Registering SparseSegmentSumWithNumSegments (<function _SparseSegmentSumWithNumSegmentsGrad at 0x73be177e37e0>) in gradient.
Level 1:tensorflow:Registering SparseSegmentMean (<function _SparseSegmentMeanGrad at 0x73be177e3880>) in gradient.
[Level 1 ] Registering SparseSegmentMean (<function _SparseSegmentMeanGrad at 0x73be177e3880>) in gradient.
Level 1:tensorflow:Registering SparseSegmentMeanWithNumSegments (<function _SparseSegmentMeanWithNumSegmentsGrad at 0x73be177e3920>) in gradient.
[Level 1 ] Registering SparseSegmentMeanWithNumSegments (<function _SparseSegmentMeanWithNumSegmentsGrad at 0x73be177e3920>) in gradient.
Level 1:tensorflow:Registering SparseSegmentSqrtN (<function _SparseSegmentSqrtNGrad at 0x73be177e39c0>) in gradient.
[Level 1 ] Registering SparseSegmentSqrtN (<function _SparseSegmentSqrtNGrad at 0x73be177e39c0>) in gradient.
Level 1:tensorflow:Registering SparseSegmentSqrtNWithNumSegments (<function _SparseSegmentSqrtNWithNumSegmentsGrad at 0x73be177e3a60>) in gradient.
[Level 1 ] Registering SparseSegmentSqrtNWithNumSegments (<function _SparseSegmentSqrtNWithNumSegmentsGrad at 0x73be177e3a60>) in gradient.
Level 1:tensorflow:Registering SegmentMin (<function _SegmentMinGrad at 0x73be177e3ba0>) in gradient.
[Level 1 ] Registering SegmentMin (<function _SegmentMinGrad at 0x73be177e3ba0>) in gradient.
Level 1:tensorflow:Registering SegmentMax (<function _SegmentMaxGrad at 0x73be177e3c40>) in gradient.
[Level 1 ] Registering SegmentMax (<function _SegmentMaxGrad at 0x73be177e3c40>) in gradient.
Level 1:tensorflow:Registering SegmentProd (<function _SegmentProdGrad at 0x73be177e3ce0>) in gradient.
[Level 1 ] Registering SegmentProd (<function _SegmentProdGrad at 0x73be177e3ce0>) in gradient.
Level 1:tensorflow:Registering UnsortedSegmentSum (<function _UnsortedSegmentSumGrad at 0x73be177e3ec0>) in gradient.
[Level 1 ] Registering UnsortedSegmentSum (<function _UnsortedSegmentSumGrad at 0x73be177e3ec0>) in gradient.
Level 1:tensorflow:Registering UnsortedSegmentMax (<function _UnsortedSegmentMaxGrad at 0x73be177e3f60>) in gradient.
[Level 1 ] Registering UnsortedSegmentMax (<function _UnsortedSegmentMaxGrad at 0x73be177e3f60>) in gradient.
Level 1:tensorflow:Registering UnsortedSegmentMin (<function _UnsortedSegmentMinGrad at 0x73be1765c040>) in gradient.
[Level 1 ] Registering UnsortedSegmentMin (<function _UnsortedSegmentMinGrad at 0x73be1765c040>) in gradient.
Level 1:tensorflow:Registering UnsortedSegmentProd (<function _UnsortedSegmentProdGrad at 0x73be1765c0e0>) in gradient.
[Level 1 ] Registering UnsortedSegmentProd (<function _UnsortedSegmentProdGrad at 0x73be1765c0e0>) in gradient.
Level 1:tensorflow:Registering Abs (<function _AbsGrad at 0x73be1765c180>) in gradient.
[Level 1 ] Registering Abs (<function _AbsGrad at 0x73be1765c180>) in gradient.
Level 1:tensorflow:Registering Neg (<function _NegGrad at 0x73be1765c220>) in gradient.
[Level 1 ] Registering Neg (<function _NegGrad at 0x73be1765c220>) in gradient.
Level 1:tensorflow:Registering Inv (<function _InvGrad at 0x73be1765c2c0>) in gradient.
[Level 1 ] Registering Inv (<function _InvGrad at 0x73be1765c2c0>) in gradient.
Level 1:tensorflow:Registering Reciprocal (<function _ReciprocalGrad at 0x73be1765c360>) in gradient.
[Level 1 ] Registering Reciprocal (<function _ReciprocalGrad at 0x73be1765c360>) in gradient.
Level 1:tensorflow:Registering InvGrad (<function _InvGradGrad at 0x73be1765c400>) in gradient.
[Level 1 ] Registering InvGrad (<function _InvGradGrad at 0x73be1765c400>) in gradient.
Level 1:tensorflow:Registering ReciprocalGrad (<function _ReciprocalGradGrad at 0x73be1765c4a0>) in gradient.
[Level 1 ] Registering ReciprocalGrad (<function _ReciprocalGradGrad at 0x73be1765c4a0>) in gradient.
Level 1:tensorflow:Registering Square (<function _SquareGrad at 0x73be1765c540>) in gradient.
[Level 1 ] Registering Square (<function _SquareGrad at 0x73be1765c540>) in gradient.
Level 1:tensorflow:Registering Sqrt (<function _SqrtGrad at 0x73be1765c5e0>) in gradient.
[Level 1 ] Registering Sqrt (<function _SqrtGrad at 0x73be1765c5e0>) in gradient.
Level 1:tensorflow:Registering SqrtGrad (<function _SqrtGradGrad at 0x73be1765c680>) in gradient.
[Level 1 ] Registering SqrtGrad (<function _SqrtGradGrad at 0x73be1765c680>) in gradient.
Level 1:tensorflow:Registering Rsqrt (<function _RsqrtGrad at 0x73be1765c720>) in gradient.
[Level 1 ] Registering Rsqrt (<function _RsqrtGrad at 0x73be1765c720>) in gradient.
Level 1:tensorflow:Registering RsqrtGrad (<function _RsqrtGradGrad at 0x73be1765c7c0>) in gradient.
[Level 1 ] Registering RsqrtGrad (<function _RsqrtGradGrad at 0x73be1765c7c0>) in gradient.
Level 1:tensorflow:Registering Exp (<function _ExpGrad at 0x73be1765c860>) in gradient.
[Level 1 ] Registering Exp (<function _ExpGrad at 0x73be1765c860>) in gradient.
Level 1:tensorflow:Registering Expm1 (<function _Expm1Grad at 0x73be1765c900>) in gradient.
[Level 1 ] Registering Expm1 (<function _Expm1Grad at 0x73be1765c900>) in gradient.
Level 1:tensorflow:Registering Log (<function _LogGrad at 0x73be1765c9a0>) in gradient.
[Level 1 ] Registering Log (<function _LogGrad at 0x73be1765c9a0>) in gradient.
Level 1:tensorflow:Registering Log1p (<function _Log1pGrad at 0x73be1765ca40>) in gradient.
[Level 1 ] Registering Log1p (<function _Log1pGrad at 0x73be1765ca40>) in gradient.
Level 1:tensorflow:Registering Xlogy (<function _XLogyGrad at 0x73be1765cae0>) in gradient.
[Level 1 ] Registering Xlogy (<function _XLogyGrad at 0x73be1765cae0>) in gradient.
Level 1:tensorflow:Registering Xlog1py (<function _XLog1pyGrad at 0x73be1765cb80>) in gradient.
[Level 1 ] Registering Xlog1py (<function _XLog1pyGrad at 0x73be1765cb80>) in gradient.
Level 1:tensorflow:Registering Xdivy (<function _XDivyGrad at 0x73be1765cc20>) in gradient.
[Level 1 ] Registering Xdivy (<function _XDivyGrad at 0x73be1765cc20>) in gradient.
Level 1:tensorflow:Registering Sinh (<function _SinhGrad at 0x73be1765ccc0>) in gradient.
[Level 1 ] Registering Sinh (<function _SinhGrad at 0x73be1765ccc0>) in gradient.
Level 1:tensorflow:Registering Cosh (<function _CoshGrad at 0x73be1765cd60>) in gradient.
[Level 1 ] Registering Cosh (<function _CoshGrad at 0x73be1765cd60>) in gradient.
Level 1:tensorflow:Registering Tanh (<function _TanhGrad at 0x73be1765ce00>) in gradient.
[Level 1 ] Registering Tanh (<function _TanhGrad at 0x73be1765ce00>) in gradient.
Level 1:tensorflow:Registering Asinh (<function _AsinhGrad at 0x73be1765cea0>) in gradient.
[Level 1 ] Registering Asinh (<function _AsinhGrad at 0x73be1765cea0>) in gradient.
Level 1:tensorflow:Registering Acosh (<function _AcoshGrad at 0x73be1765cf40>) in gradient.
[Level 1 ] Registering Acosh (<function _AcoshGrad at 0x73be1765cf40>) in gradient.
Level 1:tensorflow:Registering Atanh (<function _AtanhGrad at 0x73be1765cfe0>) in gradient.
[Level 1 ] Registering Atanh (<function _AtanhGrad at 0x73be1765cfe0>) in gradient.
Level 1:tensorflow:Registering TanhGrad (<function _TanhGradGrad at 0x73be1765d080>) in gradient.
[Level 1 ] Registering TanhGrad (<function _TanhGradGrad at 0x73be1765d080>) in gradient.
Level 1:tensorflow:Registering Erf (<function _ErfGrad at 0x73be1765d120>) in gradient.
[Level 1 ] Registering Erf (<function _ErfGrad at 0x73be1765d120>) in gradient.
Level 1:tensorflow:Registering Erfc (<function _ErfcGrad at 0x73be1765d1c0>) in gradient.
[Level 1 ] Registering Erfc (<function _ErfcGrad at 0x73be1765d1c0>) in gradient.
Level 1:tensorflow:Registering Erfinv (<function _ErfinvGrad at 0x73be1765d260>) in gradient.
[Level 1 ] Registering Erfinv (<function _ErfinvGrad at 0x73be1765d260>) in gradient.
Level 1:tensorflow:Registering Ndtri (<function _NdtriGrad at 0x73be1765d300>) in gradient.
[Level 1 ] Registering Ndtri (<function _NdtriGrad at 0x73be1765d300>) in gradient.
Level 1:tensorflow:Registering Lgamma (<function _LgammaGrad at 0x73be1765d3a0>) in gradient.
[Level 1 ] Registering Lgamma (<function _LgammaGrad at 0x73be1765d3a0>) in gradient.
Level 1:tensorflow:Registering Digamma (<function _DigammaGrad at 0x73be1765d440>) in gradient.
[Level 1 ] Registering Digamma (<function _DigammaGrad at 0x73be1765d440>) in gradient.
Level 1:tensorflow:Registering Dawsn (<function _DawsnGrad at 0x73be1765d4e0>) in gradient.
[Level 1 ] Registering Dawsn (<function _DawsnGrad at 0x73be1765d4e0>) in gradient.
Level 1:tensorflow:Registering Expint (<function _ExpintGrad at 0x73be1765d580>) in gradient.
[Level 1 ] Registering Expint (<function _ExpintGrad at 0x73be1765d580>) in gradient.
Level 1:tensorflow:Registering FresnelCos (<function _FresnelCosGrad at 0x73be1765d620>) in gradient.
[Level 1 ] Registering FresnelCos (<function _FresnelCosGrad at 0x73be1765d620>) in gradient.
Level 1:tensorflow:Registering FresnelSin (<function _FresnelSinGrad at 0x73be1765d6c0>) in gradient.
[Level 1 ] Registering FresnelSin (<function _FresnelSinGrad at 0x73be1765d6c0>) in gradient.
Level 1:tensorflow:Registering Spence (<function _SpenceGrad at 0x73be1765d760>) in gradient.
[Level 1 ] Registering Spence (<function _SpenceGrad at 0x73be1765d760>) in gradient.
Level 1:tensorflow:Registering BesselI0 (<function _BesselI0Grad at 0x73be1765d800>) in gradient.
[Level 1 ] Registering BesselI0 (<function _BesselI0Grad at 0x73be1765d800>) in gradient.
Level 1:tensorflow:Registering BesselI0e (<function _BesselI0eGrad at 0x73be1765d8a0>) in gradient.
[Level 1 ] Registering BesselI0e (<function _BesselI0eGrad at 0x73be1765d8a0>) in gradient.
Level 1:tensorflow:Registering BesselI1 (<function _BesselI1Grad at 0x73be1765d940>) in gradient.
[Level 1 ] Registering BesselI1 (<function _BesselI1Grad at 0x73be1765d940>) in gradient.
Level 1:tensorflow:Registering BesselI1e (<function _BesselI1eGrad at 0x73be1765d9e0>) in gradient.
[Level 1 ] Registering BesselI1e (<function _BesselI1eGrad at 0x73be1765d9e0>) in gradient.
Level 1:tensorflow:Registering BesselK0 (<function _BesselK0Grad at 0x73be1765da80>) in gradient.
[Level 1 ] Registering BesselK0 (<function _BesselK0Grad at 0x73be1765da80>) in gradient.
Level 1:tensorflow:Registering BesselK0e (<function _BesselK0eGrad at 0x73be1765db20>) in gradient.
[Level 1 ] Registering BesselK0e (<function _BesselK0eGrad at 0x73be1765db20>) in gradient.
Level 1:tensorflow:Registering BesselK1 (<function _BesselK1Grad at 0x73be1765dbc0>) in gradient.
[Level 1 ] Registering BesselK1 (<function _BesselK1Grad at 0x73be1765dbc0>) in gradient.
Level 1:tensorflow:Registering BesselK1e (<function _BesselK1eGrad at 0x73be1765dc60>) in gradient.
[Level 1 ] Registering BesselK1e (<function _BesselK1eGrad at 0x73be1765dc60>) in gradient.
Level 1:tensorflow:Registering BesselJ0 (<function _BesselJ0Grad at 0x73be1765dd00>) in gradient.
[Level 1 ] Registering BesselJ0 (<function _BesselJ0Grad at 0x73be1765dd00>) in gradient.
Level 1:tensorflow:Registering BesselJ1 (<function _BesselJ1Grad at 0x73be1765dda0>) in gradient.
[Level 1 ] Registering BesselJ1 (<function _BesselJ1Grad at 0x73be1765dda0>) in gradient.
Level 1:tensorflow:Registering BesselY0 (<function _BesselY0Grad at 0x73be1765de40>) in gradient.
[Level 1 ] Registering BesselY0 (<function _BesselY0Grad at 0x73be1765de40>) in gradient.
Level 1:tensorflow:Registering BesselY1 (<function _BesselY1Grad at 0x73be1765dee0>) in gradient.
[Level 1 ] Registering BesselY1 (<function _BesselY1Grad at 0x73be1765dee0>) in gradient.
Level 1:tensorflow:Registering Igamma (<function _IgammaGrad at 0x73be1765df80>) in gradient.
[Level 1 ] Registering Igamma (<function _IgammaGrad at 0x73be1765df80>) in gradient.
Level 1:tensorflow:Registering Igammac (<function _IgammacGrad at 0x73be1765e020>) in gradient.
[Level 1 ] Registering Igammac (<function _IgammacGrad at 0x73be1765e020>) in gradient.
Level 1:tensorflow:Registering Betainc (<function _BetaincGrad at 0x73be1765e0c0>) in gradient.
[Level 1 ] Registering Betainc (<function _BetaincGrad at 0x73be1765e0c0>) in gradient.
Level 1:tensorflow:Registering Zeta (<function _ZetaGrad at 0x73be1765e160>) in gradient.
[Level 1 ] Registering Zeta (<function _ZetaGrad at 0x73be1765e160>) in gradient.
Level 1:tensorflow:Registering Polygamma (<function _PolygammaGrad at 0x73be1765e200>) in gradient.
[Level 1 ] Registering Polygamma (<function _PolygammaGrad at 0x73be1765e200>) in gradient.
Level 1:tensorflow:Registering Sigmoid (<function _SigmoidGrad at 0x73be1765e2a0>) in gradient.
[Level 1 ] Registering Sigmoid (<function _SigmoidGrad at 0x73be1765e2a0>) in gradient.
Level 1:tensorflow:Registering SigmoidGrad (<function _SigmoidGradGrad at 0x73be1765e340>) in gradient.
[Level 1 ] Registering SigmoidGrad (<function _SigmoidGradGrad at 0x73be1765e340>) in gradient.
Level 1:tensorflow:Registering Sign (<function _SignGrad at 0x73be1765e3e0>) in gradient.
[Level 1 ] Registering Sign (<function _SignGrad at 0x73be1765e3e0>) in gradient.
Level 1:tensorflow:Registering Sin (<function _SinGrad at 0x73be1765e480>) in gradient.
[Level 1 ] Registering Sin (<function _SinGrad at 0x73be1765e480>) in gradient.
Level 1:tensorflow:Registering Cos (<function _CosGrad at 0x73be1765e520>) in gradient.
[Level 1 ] Registering Cos (<function _CosGrad at 0x73be1765e520>) in gradient.
Level 1:tensorflow:Registering Tan (<function _TanGrad at 0x73be1765e5c0>) in gradient.
[Level 1 ] Registering Tan (<function _TanGrad at 0x73be1765e5c0>) in gradient.
Level 1:tensorflow:Registering Asin (<function _AsinGrad at 0x73be1765e660>) in gradient.
[Level 1 ] Registering Asin (<function _AsinGrad at 0x73be1765e660>) in gradient.
Level 1:tensorflow:Registering Acos (<function _AcosGrad at 0x73be1765e700>) in gradient.
[Level 1 ] Registering Acos (<function _AcosGrad at 0x73be1765e700>) in gradient.
Level 1:tensorflow:Registering Atan (<function _AtanGrad at 0x73be1765e7a0>) in gradient.
[Level 1 ] Registering Atan (<function _AtanGrad at 0x73be1765e7a0>) in gradient.
Level 1:tensorflow:Registering Atan2 (<function _Atan2Grad at 0x73be1765e840>) in gradient.
[Level 1 ] Registering Atan2 (<function _Atan2Grad at 0x73be1765e840>) in gradient.
Level 1:tensorflow:Registering AddN (<function _AddNGrad at 0x73be1765e8e0>) in gradient.
[Level 1 ] Registering AddN (<function _AddNGrad at 0x73be1765e8e0>) in gradient.
Level 1:tensorflow:Registering AddV2 (<function _AddGrad at 0x73be1765ea20>) in gradient.
[Level 1 ] Registering AddV2 (<function _AddGrad at 0x73be1765ea20>) in gradient.
Level 1:tensorflow:Registering Add (<function _AddGrad at 0x73be1765ea20>) in gradient.
[Level 1 ] Registering Add (<function _AddGrad at 0x73be1765ea20>) in gradient.
Level 1:tensorflow:Registering Sub (<function _SubGrad at 0x73be1765eac0>) in gradient.
[Level 1 ] Registering Sub (<function _SubGrad at 0x73be1765eac0>) in gradient.
Level 1:tensorflow:Registering Mul (<function _MulGrad at 0x73be1765eb60>) in gradient.
[Level 1 ] Registering Mul (<function _MulGrad at 0x73be1765eb60>) in gradient.
Level 1:tensorflow:Registering MulNoNan (<function _MulNoNanGrad at 0x73be1765ec00>) in gradient.
[Level 1 ] Registering MulNoNan (<function _MulNoNanGrad at 0x73be1765ec00>) in gradient.
Level 1:tensorflow:Registering Div (<function _DivGrad at 0x73be1765eca0>) in gradient.
[Level 1 ] Registering Div (<function _DivGrad at 0x73be1765eca0>) in gradient.
Level 1:tensorflow:Registering FloorDiv (<function _FloorDivGrad at 0x73be1765ed40>) in gradient.
[Level 1 ] Registering FloorDiv (<function _FloorDivGrad at 0x73be1765ed40>) in gradient.
Level 1:tensorflow:Registering FloorMod (<function _FloorModGrad at 0x73be1765ede0>) in gradient.
[Level 1 ] Registering FloorMod (<function _FloorModGrad at 0x73be1765ede0>) in gradient.
Level 1:tensorflow:Registering TruncateDiv (<function _TruncateDivGrad at 0x73be1765ee80>) in gradient.
[Level 1 ] Registering TruncateDiv (<function _TruncateDivGrad at 0x73be1765ee80>) in gradient.
Level 1:tensorflow:Registering RealDiv (<function _RealDivGrad at 0x73be1765ef20>) in gradient.
[Level 1 ] Registering RealDiv (<function _RealDivGrad at 0x73be1765ef20>) in gradient.
Level 1:tensorflow:Registering DivNoNan (<function _DivNoNanGrad at 0x73be1765efc0>) in gradient.
[Level 1 ] Registering DivNoNan (<function _DivNoNanGrad at 0x73be1765efc0>) in gradient.
Level 1:tensorflow:Registering Pow (<function _PowGrad at 0x73be1765f060>) in gradient.
[Level 1 ] Registering Pow (<function _PowGrad at 0x73be1765f060>) in gradient.
Level 1:tensorflow:Registering Maximum (<function _MaximumGrad at 0x73be1765f240>) in gradient.
[Level 1 ] Registering Maximum (<function _MaximumGrad at 0x73be1765f240>) in gradient.
Level 1:tensorflow:Registering Minimum (<function _MinimumGrad at 0x73be1765f2e0>) in gradient.
[Level 1 ] Registering Minimum (<function _MinimumGrad at 0x73be1765f2e0>) in gradient.
Level 1:tensorflow:Registering SquaredDifference (<function _SquaredDifferenceGrad at 0x73be1765f380>) in gradient.
[Level 1 ] Registering SquaredDifference (<function _SquaredDifferenceGrad at 0x73be1765f380>) in gradient.
Level 1:tensorflow:Registering Less (None) in gradient.
[Level 1 ] Registering Less (None) in gradient.
Level 1:tensorflow:Registering LessEqual (None) in gradient.
[Level 1 ] Registering LessEqual (None) in gradient.
Level 1:tensorflow:Registering Greater (None) in gradient.
[Level 1 ] Registering Greater (None) in gradient.
Level 1:tensorflow:Registering GreaterEqual (None) in gradient.
[Level 1 ] Registering GreaterEqual (None) in gradient.
Level 1:tensorflow:Registering Equal (None) in gradient.
[Level 1 ] Registering Equal (None) in gradient.
Level 1:tensorflow:Registering ApproximateEqual (None) in gradient.
[Level 1 ] Registering ApproximateEqual (None) in gradient.
Level 1:tensorflow:Registering NotEqual (None) in gradient.
[Level 1 ] Registering NotEqual (None) in gradient.
Level 1:tensorflow:Registering LogicalAnd (None) in gradient.
[Level 1 ] Registering LogicalAnd (None) in gradient.
Level 1:tensorflow:Registering LogicalOr (None) in gradient.
[Level 1 ] Registering LogicalOr (None) in gradient.
Level 1:tensorflow:Registering LogicalNot (None) in gradient.
[Level 1 ] Registering LogicalNot (None) in gradient.
Level 1:tensorflow:Registering Select (<function _SelectGrad at 0x73be1765f420>) in gradient.
[Level 1 ] Registering Select (<function _SelectGrad at 0x73be1765f420>) in gradient.
Level 1:tensorflow:Registering SelectV2 (<function _SelectGradV2 at 0x73be1765f4c0>) in gradient.
[Level 1 ] Registering SelectV2 (<function _SelectGradV2 at 0x73be1765f4c0>) in gradient.
Level 1:tensorflow:Registering MatMul (<function _MatMulGrad at 0x73be1765f6a0>) in gradient.
[Level 1 ] Registering MatMul (<function _MatMulGrad at 0x73be1765f6a0>) in gradient.
Level 1:tensorflow:Registering SparseMatMul (<function _SparseMatMulGrad at 0x73be1765f740>) in gradient.
[Level 1 ] Registering SparseMatMul (<function _SparseMatMulGrad at 0x73be1765f740>) in gradient.
Level 1:tensorflow:Registering Floor (<function _FloorGrad at 0x73be1765f7e0>) in gradient.
[Level 1 ] Registering Floor (<function _FloorGrad at 0x73be1765f7e0>) in gradient.
Level 1:tensorflow:Registering Ceil (<function _CeilGrad at 0x73be1765f880>) in gradient.
[Level 1 ] Registering Ceil (<function _CeilGrad at 0x73be1765f880>) in gradient.
Level 1:tensorflow:Registering Round (<function _RoundGrad at 0x73be1765f920>) in gradient.
[Level 1 ] Registering Round (<function _RoundGrad at 0x73be1765f920>) in gradient.
Level 1:tensorflow:Registering Rint (<function _RintGrad at 0x73be1765f9c0>) in gradient.
[Level 1 ] Registering Rint (<function _RintGrad at 0x73be1765f9c0>) in gradient.
Level 1:tensorflow:Registering BatchMatMul (<function _BatchMatMul at 0x73be1765fa60>) in gradient.
[Level 1 ] Registering BatchMatMul (<function _BatchMatMul at 0x73be1765fa60>) in gradient.
Level 1:tensorflow:Registering BatchMatMulV3 (<function _BatchMatMulV2 at 0x73be1765fb00>) in gradient.
[Level 1 ] Registering BatchMatMulV3 (<function _BatchMatMulV2 at 0x73be1765fb00>) in gradient.
Level 1:tensorflow:Registering BatchMatMulV2 (<function _BatchMatMulV2 at 0x73be1765fb00>) in gradient.
[Level 1 ] Registering BatchMatMulV2 (<function _BatchMatMulV2 at 0x73be1765fb00>) in gradient.
Level 1:tensorflow:Registering Range (None) in gradient.
[Level 1 ] Registering Range (None) in gradient.
Level 1:tensorflow:Registering LinSpace (None) in gradient.
[Level 1 ] Registering LinSpace (None) in gradient.
Level 1:tensorflow:Registering Complex (<function _ComplexGrad at 0x73be1765fba0>) in gradient.
[Level 1 ] Registering Complex (<function _ComplexGrad at 0x73be1765fba0>) in gradient.
Level 1:tensorflow:Registering Real (<function _RealGrad at 0x73be1765fc40>) in gradient.
[Level 1 ] Registering Real (<function _RealGrad at 0x73be1765fc40>) in gradient.
Level 1:tensorflow:Registering Imag (<function _ImagGrad at 0x73be1765fce0>) in gradient.
[Level 1 ] Registering Imag (<function _ImagGrad at 0x73be1765fce0>) in gradient.
Level 1:tensorflow:Registering Angle (<function _AngleGrad at 0x73be1765fd80>) in gradient.
[Level 1 ] Registering Angle (<function _AngleGrad at 0x73be1765fd80>) in gradient.
Level 1:tensorflow:Registering Conj (<function _ConjGrad at 0x73be1765fe20>) in gradient.
[Level 1 ] Registering Conj (<function _ConjGrad at 0x73be1765fe20>) in gradient.
Level 1:tensorflow:Registering ComplexAbs (<function _ComplexAbsGrad at 0x73be1765fec0>) in gradient.
[Level 1 ] Registering ComplexAbs (<function _ComplexAbsGrad at 0x73be1765fec0>) in gradient.
Level 1:tensorflow:Registering Cast (<function _CastGrad at 0x73be1765ff60>) in gradient.
[Level 1 ] Registering Cast (<function _CastGrad at 0x73be1765ff60>) in gradient.
Level 1:tensorflow:Registering Cross (<function _CrossGrad at 0x73be1766c040>) in gradient.
[Level 1 ] Registering Cross (<function _CrossGrad at 0x73be1766c040>) in gradient.
Level 1:tensorflow:Registering Cumsum (<function _CumsumGrad at 0x73be1766c0e0>) in gradient.
[Level 1 ] Registering Cumsum (<function _CumsumGrad at 0x73be1766c0e0>) in gradient.
Level 1:tensorflow:Registering Cumprod (<function _CumprodGrad at 0x73be1766c180>) in gradient.
[Level 1 ] Registering Cumprod (<function _CumprodGrad at 0x73be1766c180>) in gradient.
Level 1:tensorflow:Registering CumulativeLogsumexp (<function _CumulativeLogsumexpGrad at 0x73be1766c220>) in gradient.
[Level 1 ] Registering CumulativeLogsumexp (<function _CumulativeLogsumexpGrad at 0x73be1766c220>) in gradient.
Level 1:tensorflow:Registering NextAfter (<function _NextAfterGrad at 0x73be1766c2c0>) in gradient.
[Level 1 ] Registering NextAfter (<function _NextAfterGrad at 0x73be1766c2c0>) in gradient.
Level 1:tensorflow:Registering NcclAllReduce (<function _all_sum_grad at 0x73be1766c540>) in gradient.
[Level 1 ] Registering NcclAllReduce (<function _all_sum_grad at 0x73be1766c540>) in gradient.
Level 1:tensorflow:Registering NcclReduce (<function _reduce_sum_grad at 0x73be1766d120>) in gradient.
[Level 1 ] Registering NcclReduce (<function _reduce_sum_grad at 0x73be1766d120>) in gradient.
Level 1:tensorflow:Registering NcclBroadcast (<function _broadcast_grad at 0x73be1766d260>) in gradient.
[Level 1 ] Registering NcclBroadcast (<function _broadcast_grad at 0x73be1766d260>) in gradient.
Level 1:tensorflow:Registering OptionalFromValue (<function _OptionalFromValueGrad at 0x73be1766cea0>) in gradient.
[Level 1 ] Registering OptionalFromValue (<function _OptionalFromValueGrad at 0x73be1766cea0>) in gradient.
Level 1:tensorflow:Registering OptionalGetValue (<function _OptionalGetValueGrad at 0x73be1766d580>) in gradient.
[Level 1 ] Registering OptionalGetValue (<function _OptionalGetValueGrad at 0x73be1766d580>) in gradient.
Level 1:tensorflow:Registering DecodeProtoV2 (None) in gradient.
[Level 1 ] Registering DecodeProtoV2 (None) in gradient.
Level 1:tensorflow:Registering EncodeProto (None) in gradient.
[Level 1 ] Registering EncodeProto (None) in gradient.
Level 1:tensorflow:Registering RandomGamma (<function _RandomGammaGrad at 0x73be1766de40>) in gradient.
[Level 1 ] Registering RandomGamma (<function _RandomGammaGrad at 0x73be1766de40>) in gradient.
Level 1:tensorflow:Registering StatelessRandomGammaV2 (<function _StatelessRandomGammaV2Grad at 0x73be1766d760>) in gradient.
[Level 1 ] Registering StatelessRandomGammaV2 (<function _StatelessRandomGammaV2Grad at 0x73be1766d760>) in gradient.
Level 1:tensorflow:Registering StatelessRandomGammaV3 (<function _StatelessRandomGammaV3Grad at 0x73be1766e200>) in gradient.
[Level 1 ] Registering StatelessRandomGammaV3 (<function _StatelessRandomGammaV3Grad at 0x73be1766e200>) in gradient.
Level 1:tensorflow:Registering StatelessParameterizedTruncatedNormal (<function _StatelessParameterizedTruncatedNormalGrad at 0x73be1766e520>) in gradient.
[Level 1 ] Registering StatelessParameterizedTruncatedNormal (<function _StatelessParameterizedTruncatedNormalGrad at 0x73be1766e520>) in gradient.
Level 1:tensorflow:Registering BlockLSTM (<function _block_lstm_grad at 0x73be1766e2a0>) in gradient.
[Level 1 ] Registering BlockLSTM (<function _block_lstm_grad at 0x73be1766e2a0>) in gradient.
Level 1:tensorflow:Registering BlockLSTMV2 (<function _block_lstm_grad at 0x73be1766e2a0>) in gradient.
[Level 1 ] Registering BlockLSTMV2 (<function _block_lstm_grad at 0x73be1766e2a0>) in gradient.
Level 1:tensorflow:Registering SdcaFprint (None) in gradient.
[Level 1 ] Registering SdcaFprint (None) in gradient.
Level 1:tensorflow:Registering SdcaOptimizer (None) in gradient.
[Level 1 ] Registering SdcaOptimizer (None) in gradient.
Level 1:tensorflow:Registering SdcaOptimizerV2 (None) in gradient.
[Level 1 ] Registering SdcaOptimizerV2 (None) in gradient.
Level 1:tensorflow:Registering SdcaShrinkL1 (None) in gradient.
[Level 1 ] Registering SdcaShrinkL1 (None) in gradient.
Level 1:tensorflow:Registering SetSize (None) in gradient.
[Level 1 ] Registering SetSize (None) in gradient.
Level 1:tensorflow:Registering DenseToDenseSetOperation (None) in gradient.
[Level 1 ] Registering DenseToDenseSetOperation (None) in gradient.
Level 1:tensorflow:Registering DenseToSparseSetOperation (None) in gradient.
[Level 1 ] Registering DenseToSparseSetOperation (None) in gradient.
Level 1:tensorflow:Registering SparseToSparseSetOperation (None) in gradient.
[Level 1 ] Registering SparseToSparseSetOperation (None) in gradient.
Level 1:tensorflow:Registering SparseAddGrad (None) in gradient.
[Level 1 ] Registering SparseAddGrad (None) in gradient.
Level 1:tensorflow:Registering SparseConcat (None) in gradient.
[Level 1 ] Registering SparseConcat (None) in gradient.
Level 1:tensorflow:Registering SparseReorder (<function _SparseReorderGrad at 0x73be176b9120>) in gradient.
[Level 1 ] Registering SparseReorder (<function _SparseReorderGrad at 0x73be176b9120>) in gradient.
Level 1:tensorflow:Registering SparseAdd (<function _SparseAddGrad at 0x73be176b9440>) in gradient.
[Level 1 ] Registering SparseAdd (<function _SparseAddGrad at 0x73be176b9440>) in gradient.
Level 1:tensorflow:Registering SparseTensorDenseAdd (<function _SparseTensorDenseAddGrad at 0x73be176b93a0>) in gradient.
[Level 1 ] Registering SparseTensorDenseAdd (<function _SparseTensorDenseAddGrad at 0x73be176b93a0>) in gradient.
Level 1:tensorflow:Registering SparseReduceSum (<function _SparseReduceSumGrad at 0x73be176b94e0>) in gradient.
[Level 1 ] Registering SparseReduceSum (<function _SparseReduceSumGrad at 0x73be176b94e0>) in gradient.
Level 1:tensorflow:Registering SparseSlice (<function _SparseSliceGrad at 0x73be176b9580>) in gradient.
[Level 1 ] Registering SparseSlice (<function _SparseSliceGrad at 0x73be176b9580>) in gradient.
Level 1:tensorflow:Registering SparseTensorDenseMatMul (<function _SparseTensorDenseMatMulGrad at 0x73be176b9620>) in gradient.
[Level 1 ] Registering SparseTensorDenseMatMul (<function _SparseTensorDenseMatMulGrad at 0x73be176b9620>) in gradient.
Level 1:tensorflow:Registering SparseDenseCwiseAdd (<function _SparseDenseCwiseAddGrad at 0x73be176b96c0>) in gradient.
[Level 1 ] Registering SparseDenseCwiseAdd (<function _SparseDenseCwiseAddGrad at 0x73be176b96c0>) in gradient.
Level 1:tensorflow:Registering SparseDenseCwiseMul (<function _SparseDenseCwiseMulGrad at 0x73be176b9800>) in gradient.
[Level 1 ] Registering SparseDenseCwiseMul (<function _SparseDenseCwiseMulGrad at 0x73be176b9800>) in gradient.
Level 1:tensorflow:Registering SparseDenseCwiseDiv (<function _SparseDenseCwiseDivGrad at 0x73be176b98a0>) in gradient.
[Level 1 ] Registering SparseDenseCwiseDiv (<function _SparseDenseCwiseDivGrad at 0x73be176b98a0>) in gradient.
Level 1:tensorflow:Registering SparseSoftmax (<function _SparseSoftmaxGrad at 0x73be176b9940>) in gradient.
[Level 1 ] Registering SparseSoftmax (<function _SparseSoftmaxGrad at 0x73be176b9940>) in gradient.
Level 1:tensorflow:Registering SparseSparseMaximum (<function _SparseSparseMaximumGrad at 0x73be176b99e0>) in gradient.
[Level 1 ] Registering SparseSparseMaximum (<function _SparseSparseMaximumGrad at 0x73be176b99e0>) in gradient.
Level 1:tensorflow:Registering SparseSparseMinimum (<function _SparseSparseMinimumGrad at 0x73be176b9a80>) in gradient.
[Level 1 ] Registering SparseSparseMinimum (<function _SparseSparseMinimumGrad at 0x73be176b9a80>) in gradient.
Level 1:tensorflow:Registering SparseFillEmptyRows (<function _SparseFillEmptyRowsGrad at 0x73be176b9b20>) in gradient.
[Level 1 ] Registering SparseFillEmptyRows (<function _SparseFillEmptyRowsGrad at 0x73be176b9b20>) in gradient.
Level 1:tensorflow:Registering SparseToDense (<function _SparseToDenseGrad at 0x73be176b9bc0>) in gradient.
[Level 1 ] Registering SparseToDense (<function _SparseToDenseGrad at 0x73be176b9bc0>) in gradient.
Level 1:tensorflow:Registering TensorArray (None) in gradient.
[Level 1 ] Registering TensorArray (None) in gradient.
Level 1:tensorflow:Registering TensorArrayGrad (None) in gradient.
[Level 1 ] Registering TensorArrayGrad (None) in gradient.
Level 1:tensorflow:Registering TensorArraySize (None) in gradient.
[Level 1 ] Registering TensorArraySize (None) in gradient.
Level 1:tensorflow:Registering TensorArrayClose (None) in gradient.
[Level 1 ] Registering TensorArrayClose (None) in gradient.
Level 1:tensorflow:Registering TensorArrayV2 (None) in gradient.
[Level 1 ] Registering TensorArrayV2 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayGradV2 (None) in gradient.
[Level 1 ] Registering TensorArrayGradV2 (None) in gradient.
Level 1:tensorflow:Registering TensorArraySizeV2 (None) in gradient.
[Level 1 ] Registering TensorArraySizeV2 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayCloseV2 (None) in gradient.
[Level 1 ] Registering TensorArrayCloseV2 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayV3 (None) in gradient.
[Level 1 ] Registering TensorArrayV3 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayGradV3 (None) in gradient.
[Level 1 ] Registering TensorArrayGradV3 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayGradWithShape (None) in gradient.
[Level 1 ] Registering TensorArrayGradWithShape (None) in gradient.
Level 1:tensorflow:Registering TensorArraySizeV3 (None) in gradient.
[Level 1 ] Registering TensorArraySizeV3 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayCloseV3 (None) in gradient.
[Level 1 ] Registering TensorArrayCloseV3 (None) in gradient.
Level 1:tensorflow:Registering TensorArrayReadV3 (<function _TensorArrayReadGrad at 0x73be176b9d00>) in gradient.
[Level 1 ] Registering TensorArrayReadV3 (<function _TensorArrayReadGrad at 0x73be176b9d00>) in gradient.
Level 1:tensorflow:Registering TensorArrayReadV2 (<function _TensorArrayReadGrad at 0x73be176b9d00>) in gradient.
[Level 1 ] Registering TensorArrayReadV2 (<function _TensorArrayReadGrad at 0x73be176b9d00>) in gradient.
Level 1:tensorflow:Registering TensorArrayRead (<function _TensorArrayReadGrad at 0x73be176b9d00>) in gradient.
[Level 1 ] Registering TensorArrayRead (<function _TensorArrayReadGrad at 0x73be176b9d00>) in gradient.
Level 1:tensorflow:Registering TensorArrayWriteV3 (<function _TensorArrayWriteGrad at 0x73be176b9c60>) in gradient.
[Level 1 ] Registering TensorArrayWriteV3 (<function _TensorArrayWriteGrad at 0x73be176b9c60>) in gradient.
Level 1:tensorflow:Registering TensorArrayWriteV2 (<function _TensorArrayWriteGrad at 0x73be176b9c60>) in gradient.
[Level 1 ] Registering TensorArrayWriteV2 (<function _TensorArrayWriteGrad at 0x73be176b9c60>) in gradient.
Level 1:tensorflow:Registering TensorArrayWrite (<function _TensorArrayWriteGrad at 0x73be176b9c60>) in gradient.
[Level 1 ] Registering TensorArrayWrite (<function _TensorArrayWriteGrad at 0x73be176b9c60>) in gradient.
Level 1:tensorflow:Registering TensorArrayGatherV3 (<function _TensorArrayGatherGrad at 0x73be176b9da0>) in gradient.
[Level 1 ] Registering TensorArrayGatherV3 (<function _TensorArrayGatherGrad at 0x73be176b9da0>) in gradient.
Level 1:tensorflow:Registering TensorArrayGatherV2 (<function _TensorArrayGatherGrad at 0x73be176b9da0>) in gradient.
[Level 1 ] Registering TensorArrayGatherV2 (<function _TensorArrayGatherGrad at 0x73be176b9da0>) in gradient.
Level 1:tensorflow:Registering TensorArrayGather (<function _TensorArrayGatherGrad at 0x73be176b9da0>) in gradient.
[Level 1 ] Registering TensorArrayGather (<function _TensorArrayGatherGrad at 0x73be176b9da0>) in gradient.
Level 1:tensorflow:Registering TensorArrayScatterV3 (<function _TensorArrayScatterGrad at 0x73be176b9e40>) in gradient.
[Level 1 ] Registering TensorArrayScatterV3 (<function _TensorArrayScatterGrad at 0x73be176b9e40>) in gradient.
Level 1:tensorflow:Registering TensorArrayScatterV2 (<function _TensorArrayScatterGrad at 0x73be176b9e40>) in gradient.
[Level 1 ] Registering TensorArrayScatterV2 (<function _TensorArrayScatterGrad at 0x73be176b9e40>) in gradient.
Level 1:tensorflow:Registering TensorArrayScatter (<function _TensorArrayScatterGrad at 0x73be176b9e40>) in gradient.
[Level 1 ] Registering TensorArrayScatter (<function _TensorArrayScatterGrad at 0x73be176b9e40>) in gradient.
Level 1:tensorflow:Registering TensorArrayConcatV3 (<function _TensorArrayConcatGrad at 0x73be176b9ee0>) in gradient.
[Level 1 ] Registering TensorArrayConcatV3 (<function _TensorArrayConcatGrad at 0x73be176b9ee0>) in gradient.
Level 1:tensorflow:Registering TensorArrayConcatV2 (<function _TensorArrayConcatGrad at 0x73be176b9ee0>) in gradient.
[Level 1 ] Registering TensorArrayConcatV2 (<function _TensorArrayConcatGrad at 0x73be176b9ee0>) in gradient.
Level 1:tensorflow:Registering TensorArrayConcat (<function _TensorArrayConcatGrad at 0x73be176b9ee0>) in gradient.
[Level 1 ] Registering TensorArrayConcat (<function _TensorArrayConcatGrad at 0x73be176b9ee0>) in gradient.
Level 1:tensorflow:Registering TensorArraySplitV3 (<function _TensorArraySplitGrad at 0x73be176b9f80>) in gradient.
[Level 1 ] Registering TensorArraySplitV3 (<function _TensorArraySplitGrad at 0x73be176b9f80>) in gradient.
Level 1:tensorflow:Registering TensorArraySplitV2 (<function _TensorArraySplitGrad at 0x73be176b9f80>) in gradient.
[Level 1 ] Registering TensorArraySplitV2 (<function _TensorArraySplitGrad at 0x73be176b9f80>) in gradient.
Level 1:tensorflow:Registering TensorArraySplit (<function _TensorArraySplitGrad at 0x73be176b9f80>) in gradient.
[Level 1 ] Registering TensorArraySplit (<function _TensorArraySplitGrad at 0x73be176b9f80>) in gradient.
Level 1:tensorflow:Registering DenseToCSRSparseMatrix (<function _DenseToCSRSparseMatrixGrad at 0x73be176ba020>) in gradient.
[Level 1 ] Registering DenseToCSRSparseMatrix (<function _DenseToCSRSparseMatrixGrad at 0x73be176ba020>) in gradient.
Level 1:tensorflow:Registering CSRSparseMatrixToDense (<function _CSRSparseMatrixToDenseGrad at 0x73be1772a660>) in gradient.
[Level 1 ] Registering CSRSparseMatrixToDense (<function _CSRSparseMatrixToDenseGrad at 0x73be1772a660>) in gradient.
Level 1:tensorflow:Registering SparseTensorToCSRSparseMatrix (<function _SparseTensorToCSRSparseMatrixGrad at 0x73be17516980>) in gradient.
[Level 1 ] Registering SparseTensorToCSRSparseMatrix (<function _SparseTensorToCSRSparseMatrixGrad at 0x73be17516980>) in gradient.
Level 1:tensorflow:Registering CSRSparseMatrixToSparseTensor (<function _CSRSparseMatrixToSparseTensorGrad at 0x73be175168e0>) in gradient.
[Level 1 ] Registering CSRSparseMatrixToSparseTensor (<function _CSRSparseMatrixToSparseTensorGrad at 0x73be175168e0>) in gradient.
Level 1:tensorflow:Registering SparseMatrixNNZ (None) in gradient.
[Level 1 ] Registering SparseMatrixNNZ (None) in gradient.
Level 1:tensorflow:Registering SparseMatrixZeros (None) in gradient.
[Level 1 ] Registering SparseMatrixZeros (None) in gradient.
Level 1:tensorflow:Registering SparseMatrixAdd (<function _SparseMatrixAddGrad at 0x73be17516b60>) in gradient.
[Level 1 ] Registering SparseMatrixAdd (<function _SparseMatrixAddGrad at 0x73be17516b60>) in gradient.
Level 1:tensorflow:Registering SparseMatrixTranspose (<function _SparseMatrixTransposeGrad at 0x73be17516ca0>) in gradient.
[Level 1 ] Registering SparseMatrixTranspose (<function _SparseMatrixTransposeGrad at 0x73be17516ca0>) in gradient.
Level 1:tensorflow:Registering SparseMatrixSoftmax (<function _SparseMatrixSoftmaxGrad at 0x73be17516d40>) in gradient.
[Level 1 ] Registering SparseMatrixSoftmax (<function _SparseMatrixSoftmaxGrad at 0x73be17516d40>) in gradient.
Level 1:tensorflow:Registering SparseMatrixMatMul (<function _SparseMatrixMatMulGrad at 0x73be17516de0>) in gradient.
[Level 1 ] Registering SparseMatrixMatMul (<function _SparseMatrixMatMulGrad at 0x73be17516de0>) in gradient.
Level 1:tensorflow:Registering SparseMatrixSparseMatMul (<function _SparseMatrixSparseMatMulGrad at 0x73be17516e80>) in gradient.
[Level 1 ] Registering SparseMatrixSparseMatMul (<function _SparseMatrixSparseMatMulGrad at 0x73be17516e80>) in gradient.
Level 1:tensorflow:Registering SparseMatrixMul (<function _SparseMatrixMulGrad at 0x73be17516f20>) in gradient.
[Level 1 ] Registering SparseMatrixMul (<function _SparseMatrixMulGrad at 0x73be17516f20>) in gradient.
Level 1:tensorflow:Registering FFT (<function _fft_grad at 0x73be17554680>) in gradient.
[Level 1 ] Registering FFT (<function _fft_grad at 0x73be17554680>) in gradient.
Level 1:tensorflow:Registering IFFT (<function _ifft_grad at 0x73be17554720>) in gradient.
[Level 1 ] Registering IFFT (<function _ifft_grad at 0x73be17554720>) in gradient.
Level 1:tensorflow:Registering FFT2D (<function _fft2d_grad at 0x73be175547c0>) in gradient.
[Level 1 ] Registering FFT2D (<function _fft2d_grad at 0x73be175547c0>) in gradient.
Level 1:tensorflow:Registering IFFT2D (<function _ifft2d_grad at 0x73be17554900>) in gradient.
[Level 1 ] Registering IFFT2D (<function _ifft2d_grad at 0x73be17554900>) in gradient.
Level 1:tensorflow:Registering FFT3D (<function _fft3d_grad at 0x73be175549a0>) in gradient.
[Level 1 ] Registering FFT3D (<function _fft3d_grad at 0x73be175549a0>) in gradient.
Level 1:tensorflow:Registering IFFT3D (<function _ifft3d_grad at 0x73be17554a40>) in gradient.
[Level 1 ] Registering IFFT3D (<function _ifft3d_grad at 0x73be17554a40>) in gradient.
Level 1:tensorflow:Registering RFFT (<function _rfft_grad_helper.._grad at 0x73be17554ea0>) in gradient.
[Level 1 ] Registering RFFT (<function _rfft_grad_helper.._grad at 0x73be17554ea0>) in gradient.
Level 1:tensorflow:Registering IRFFT (<function _irfft_grad_helper.._grad at 0x73be17555080>) in gradient.
[Level 1 ] Registering IRFFT (<function _irfft_grad_helper.._grad at 0x73be17555080>) in gradient.
Level 1:tensorflow:Registering RFFT2D (<function _rfft_grad_helper.._grad at 0x73be17555120>) in gradient.
[Level 1 ] Registering RFFT2D (<function _rfft_grad_helper.._grad at 0x73be17555120>) in gradient.
Level 1:tensorflow:Registering IRFFT2D (<function _irfft_grad_helper.._grad at 0x73be175551c0>) in gradient.
[Level 1 ] Registering IRFFT2D (<function _irfft_grad_helper.._grad at 0x73be175551c0>) in gradient.
Level 1:tensorflow:Registering GenerateVocabRemapping (None) in gradient.
[Level 1 ] Registering GenerateVocabRemapping (None) in gradient.
Level 1:tensorflow:Registering LoadAndRemapMatrix (None) in gradient.
[Level 1 ] Registering LoadAndRemapMatrix (None) in gradient.
Level 1:tensorflow:Registering XlaVariadicReduce (None) in gradient.
[Level 1 ] Registering XlaVariadicReduce (None) in gradient.
Level 1:tensorflow:Registering XlaSharding (<function _sharding_grad at 0x73be174139c0>) in gradient.
[Level 1 ] Registering XlaSharding (<function _sharding_grad at 0x73be174139c0>) in gradient.
Level 1:tensorflow:Registering XlaSpmdFullToShardShape (<function _spmd_full_to_shard_shape_grad at 0x73be17413a60>) in gradient.
[Level 1 ] Registering XlaSpmdFullToShardShape (<function _spmd_full_to_shard_shape_grad at 0x73be17413a60>) in gradient.
Level 1:tensorflow:Registering XlaSpmdShardToFullShape (<function _spmd_shard_to_full_shape_grad at 0x73be17413b00>) in gradient.
[Level 1 ] Registering XlaSpmdShardToFullShape (<function _spmd_shard_to_full_shape_grad at 0x73be17413b00>) in gradient.
Level 1:tensorflow:Registering CTCLoss (<function _CTCLossGrad at 0x73be17463ba0>) in gradient.
[Level 1 ] Registering CTCLoss (<function _CTCLossGrad at 0x73be17463ba0>) in gradient.
Level 1:tensorflow:Registering CTCLossV2 (<function _CTCLossV2Grad at 0x73be17463c40>) in gradient.
[Level 1 ] Registering CTCLossV2 (<function _CTCLossV2Grad at 0x73be17463c40>) in gradient.
Level 1:tensorflow:Registering CTCGreedyDecoder (None) in gradient.
[Level 1 ] Registering CTCGreedyDecoder (None) in gradient.
Level 1:tensorflow:Registering CTCBeamSearchDecoder (None) in gradient.
[Level 1 ] Registering CTCBeamSearchDecoder (None) in gradient.
Level 1:tensorflow:Registering FusedBatchNormGrad (<function _FusedBatchNormGradGrad at 0x73be17499580>) in gradient.
[Level 1 ] Registering FusedBatchNormGrad (<function _FusedBatchNormGradGrad at 0x73be17499580>) in gradient.
Level 1:tensorflow:Registering FusedBatchNormGradV2 (<function _FusedBatchNormGradGradV2 at 0x73be17499620>) in gradient.
[Level 1 ] Registering FusedBatchNormGradV2 (<function _FusedBatchNormGradGradV2 at 0x73be17499620>) in gradient.
Level 1:tensorflow:Registering FusedBatchNormGradV3 (<function _FusedBatchNormGradGradV3 at 0x73be17499800>) in gradient.
[Level 1 ] Registering FusedBatchNormGradV3 (<function _FusedBatchNormGradGradV3 at 0x73be17499800>) in gradient.
Level 1:tensorflow:Registering variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
[Level 1 ] Registering variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
Level 1:tensorflow:Registering trainable_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
[Level 1 ] Registering trainable_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
Level 1:tensorflow:Registering moving_average_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
[Level 1 ] Registering moving_average_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
Level 1:tensorflow:Registering local_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
[Level 1 ] Registering local_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
Level 1:tensorflow:Registering model_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
[Level 1 ] Registering model_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
Level 1:tensorflow:Registering global_step ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
[Level 1 ] Registering global_step ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
Level 1:tensorflow:Registering metric_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
[Level 1 ] Registering metric_variables ((<class 'tensorflow.core.framework.variable_pb2.VariableDef'>, <function _to_proto_fn at 0x73be174b98a0>, <function _from_proto_fn at 0x73be174b96c0>)) in proto functions.
Level 1:tensorflow:Registering RandomCrop (None) in gradient.
[Level 1 ] Registering RandomCrop (None) in gradient.
Level 1:tensorflow:Registering HSVToRGB (None) in gradient.
[Level 1 ] Registering HSVToRGB (None) in gradient.
Level 1:tensorflow:Registering DrawBoundingBoxes (None) in gradient.
[Level 1 ] Registering DrawBoundingBoxes (None) in gradient.
Level 1:tensorflow:Registering SampleDistortedBoundingBox (None) in gradient.
[Level 1 ] Registering SampleDistortedBoundingBox (None) in gradient.
Level 1:tensorflow:Registering SampleDistortedBoundingBoxV2 (None) in gradient.
[Level 1 ] Registering SampleDistortedBoundingBoxV2 (None) in gradient.
Level 1:tensorflow:Registering ExtractGlimpse (None) in gradient.
[Level 1 ] Registering ExtractGlimpse (None) in gradient.
Level 1:tensorflow:Registering NonMaxSuppression (None) in gradient.
[Level 1 ] Registering NonMaxSuppression (None) in gradient.
Level 1:tensorflow:Registering NonMaxSuppressionV2 (None) in gradient.
[Level 1 ] Registering NonMaxSuppressionV2 (None) in gradient.
Level 1:tensorflow:Registering NonMaxSuppressionWithOverlaps (None) in gradient.
[Level 1 ] Registering NonMaxSuppressionWithOverlaps (None) in gradient.
Level 1:tensorflow:Registering GenerateBoundingBoxProposals (None) in gradient.
[Level 1 ] Registering GenerateBoundingBoxProposals (None) in gradient.
Level 1:tensorflow:Registering ImageProjectiveTransformV2 (<function _image_projective_transform_grad at 0x73be173a6200>) in gradient.
[Level 1 ] Registering ImageProjectiveTransformV2 (<function _image_projective_transform_grad at 0x73be173a6200>) in gradient.
Level 1:tensorflow:Registering ImageProjectiveTransformV3 (<function _image_projective_transform_v3_grad at 0x73be173a63e0>) in gradient.
[Level 1 ] Registering ImageProjectiveTransformV3 (<function _image_projective_transform_v3_grad at 0x73be173a63e0>) in gradient.
Level 1:tensorflow:Registering DecodeRaw (None) in gradient.
[Level 1 ] Registering DecodeRaw (None) in gradient.
Level 1:tensorflow:Registering DecodePaddedRaw (None) in gradient.
[Level 1 ] Registering DecodePaddedRaw (None) in gradient.
Level 1:tensorflow:Registering ParseTensor (None) in gradient.
[Level 1 ] Registering ParseTensor (None) in gradient.
Level 1:tensorflow:Registering SerializeTensor (None) in gradient.
[Level 1 ] Registering SerializeTensor (None) in gradient.
Level 1:tensorflow:Registering StringToNumber (None) in gradient.
[Level 1 ] Registering StringToNumber (None) in gradient.
Level 1:tensorflow:Registering ReaderRead (None) in gradient.
[Level 1 ] Registering ReaderRead (None) in gradient.
Level 1:tensorflow:Registering ReaderReadUpTo (None) in gradient.
[Level 1 ] Registering ReaderReadUpTo (None) in gradient.
Level 1:tensorflow:Registering ReaderNumRecordsProduced (None) in gradient.
[Level 1 ] Registering ReaderNumRecordsProduced (None) in gradient.
Level 1:tensorflow:Registering ReaderNumWorkUnitsCompleted (None) in gradient.
[Level 1 ] Registering ReaderNumWorkUnitsCompleted (None) in gradient.
Level 1:tensorflow:Registering ReaderSerializeState (None) in gradient.
[Level 1 ] Registering ReaderSerializeState (None) in gradient.
Level 1:tensorflow:Registering ReaderRestoreState (None) in gradient.
[Level 1 ] Registering ReaderRestoreState (None) in gradient.
Level 1:tensorflow:Registering ReaderReset (None) in gradient.
[Level 1 ] Registering ReaderReset (None) in gradient.
Level 1:tensorflow:Registering WholeFileReader (None) in gradient.
[Level 1 ] Registering WholeFileReader (None) in gradient.
Level 1:tensorflow:Registering TextLineReader (None) in gradient.
[Level 1 ] Registering TextLineReader (None) in gradient.
Level 1:tensorflow:Registering FixedLengthRecordReader (None) in gradient.
[Level 1 ] Registering FixedLengthRecordReader (None) in gradient.
Level 1:tensorflow:Registering TFRecordReader (None) in gradient.
[Level 1 ] Registering TFRecordReader (None) in gradient.
Level 1:tensorflow:Registering LMDBReader (None) in gradient.
[Level 1 ] Registering LMDBReader (None) in gradient.
Level 1:tensorflow:Registering IdentityReader (None) in gradient.
[Level 1 ] Registering IdentityReader (None) in gradient.
Level 1:tensorflow:Registering savers ((<class 'tensorflow.core.protobuf.saver_pb2.SaverDef'>, <function Saver.to_proto at 0x73be16bebec0>, <function Saver.from_proto at 0x73be16bebf60>)) in proto functions.
[Level 1 ] Registering savers ((<class 'tensorflow.core.protobuf.saver_pb2.SaverDef'>, <function Saver.to_proto at 0x73be16bebec0>, <function Saver.from_proto at 0x73be16bebf60>)) in proto functions.
Level 1:tensorflow:Registering EagerPyFunc (<function _EagerPyFuncGrad at 0x73be16a34a40>) in gradient.
[Level 1 ] Registering EagerPyFunc (<function _EagerPyFuncGrad at 0x73be16a34a40>) in gradient.
Level 1:tensorflow:Registering PyFunc (None) in gradient.
[Level 1 ] Registering PyFunc (None) in gradient.
Level 1:tensorflow:Registering PyFuncStateless (None) in gradient.
[Level 1 ] Registering PyFuncStateless (None) in gradient.
Level 1:tensorflow:Registering ReduceDataset (None) in gradient.
[Level 1 ] Registering ReduceDataset (None) in gradient.
Level 1:tensorflow:Registering _resource_resolver (<function _resource_resolver at 0x73be1651f1a0>) in acd_resource_resolvers.
[Level 1 ] Registering _resource_resolver (<function _resource_resolver at 0x73be1651f1a0>) in acd_resource_resolvers.
Level 1:tensorflow:Registering LookupTableFind (None) in gradient.
[Level 1 ] Registering LookupTableFind (None) in gradient.
Level 1:tensorflow:Registering LookupTableFindV2 (None) in gradient.
[Level 1 ] Registering LookupTableFindV2 (None) in gradient.
Level 1:tensorflow:Registering LookupTableInsert (None) in gradient.
[Level 1 ] Registering LookupTableInsert (None) in gradient.
Level 1:tensorflow:Registering LookupTableInsertV2 (None) in gradient.
[Level 1 ] Registering LookupTableInsertV2 (None) in gradient.
Level 1:tensorflow:Registering LookupTableSize (None) in gradient.
[Level 1 ] Registering LookupTableSize (None) in gradient.
Level 1:tensorflow:Registering LookupTableSizeV2 (None) in gradient.
[Level 1 ] Registering LookupTableSizeV2 (None) in gradient.
Level 1:tensorflow:Registering HashTable (None) in gradient.
[Level 1 ] Registering HashTable (None) in gradient.
Level 1:tensorflow:Registering HashTableV2 (None) in gradient.
[Level 1 ] Registering HashTableV2 (None) in gradient.
Level 1:tensorflow:Registering InitializeTable (None) in gradient.
[Level 1 ] Registering InitializeTable (None) in gradient.
Level 1:tensorflow:Registering InitializeTableV2 (None) in gradient.
[Level 1 ] Registering InitializeTableV2 (None) in gradient.
Level 1:tensorflow:Registering InitializeTableFromTextFile (None) in gradient.
[Level 1 ] Registering InitializeTableFromTextFile (None) in gradient.
Level 1:tensorflow:Registering InitializeTableFromTextFileV2 (None) in gradient.
[Level 1 ] Registering InitializeTableFromTextFileV2 (None) in gradient.
Level 1:tensorflow:Registering MutableDenseHashTable (None) in gradient.
[Level 1 ] Registering MutableDenseHashTable (None) in gradient.
Level 1:tensorflow:Registering MutableDenseHashTableV2 (None) in gradient.
[Level 1 ] Registering MutableDenseHashTableV2 (None) in gradient.
Level 1:tensorflow:Registering MutableHashTable (None) in gradient.
[Level 1 ] Registering MutableHashTable (None) in gradient.
Level 1:tensorflow:Registering MutableHashTableV2 (None) in gradient.
[Level 1 ] Registering MutableHashTableV2 (None) in gradient.
Level 1:tensorflow:Registering MutableHashTableOfTensors (None) in gradient.
[Level 1 ] Registering MutableHashTableOfTensors (None) in gradient.
Level 1:tensorflow:Registering MutableHashTableOfTensorsV2 (None) in gradient.
[Level 1 ] Registering MutableHashTableOfTensorsV2 (None) in gradient.
Level 1:tensorflow:Registering tpu_replicated_input_resolver (<function tpu_replicated_input_resolver at 0x73be15aaed40>) in acd_resource_resolvers.
[Level 1 ] Registering tpu_replicated_input_resolver (<function tpu_replicated_input_resolver at 0x73be15aaed40>) in acd_resource_resolvers.
DEBUG:tensorflow:Falling back to TensorFlow client; we recommended you install the Cloud TPU client directly with pip install cloud-tpu-client.
[DEBUG ] Falling back to TensorFlow client; we recommended you install the Cloud TPU client directly with pip install cloud-tpu-client.
Level 1:tensorflow:Registering queue_runners ((<class 'tensorflow.core.protobuf.queue_runner_pb2.QueueRunnerDef'>, <function QueueRunner.to_proto at 0x73be157180e0>, <function QueueRunner.from_proto at 0x73be15718180>)) in proto functions.
[Level 1 ] Registering queue_runners ((<class 'tensorflow.core.protobuf.queue_runner_pb2.QueueRunnerDef'>, <function QueueRunner.to_proto at 0x73be157180e0>, <function QueueRunner.from_proto at 0x73be15718180>)) in proto functions.
2024-09-02 09:17:31.437615: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
DEBUG:h5py._conv:Creating converter from 7 to 5
[DEBUG ] Creating converter from 7 to 5
DEBUG:h5py._conv:Creating converter from 5 to 7
[DEBUG ] Creating converter from 5 to 7
DEBUG:h5py._conv:Creating converter from 7 to 5
[DEBUG ] Creating converter from 7 to 5
DEBUG:h5py._conv:Creating converter from 5 to 7
[DEBUG ] Creating converter from 5 to 7
Level 1:tensorflow:Registering DebugGradientIdentity (<function _identify_gradient_grad at 0x73be147034c0>) in gradient.
[Level 1 ] Registering DebugGradientIdentity (<function _identify_gradient_grad at 0x73be147034c0>) in gradient.
Level 1:tensorflow:Registering DebugGradientRefIdentity (<function _identify_gradient_grad_ref at 0x73be14703560>) in gradient.
[Level 1 ] Registering DebugGradientRefIdentity (<function _identify_gradient_grad_ref at 0x73be14703560>) in gradient.
Level 1:tensorflow:Registering DebugIdentityV2 (<function _debug_identity_v2_grad at 0x73be147a5d00>) in gradient.
[Level 1 ] Registering DebugIdentityV2 (<function _debug_identity_v2_grad at 0x73be147a5d00>) in gradient.
Level 1:tensorflow:Registering AudioMicrofrontend (None) in gradient.
[Level 1 ] Registering AudioMicrofrontend (None) in gradient.
Level 1:tensorflow:Registering Reciprocal,flops (<function _reciprocal_flops at 0x73be14011da0>) in statistical functions.
[Level 1 ] Registering Reciprocal,flops (<function _reciprocal_flops at 0x73be14011da0>) in statistical functions.
Level 1:tensorflow:Registering Square,flops (<function _square_flops at 0x73be14011e40>) in statistical functions.
[Level 1 ] Registering Square,flops (<function _square_flops at 0x73be14011e40>) in statistical functions.
Level 1:tensorflow:Registering Rsqrt,flops (<function _rsqrt_flops at 0x73be14011f80>) in statistical functions.
[Level 1 ] Registering Rsqrt,flops (<function _rsqrt_flops at 0x73be14011f80>) in statistical functions.
Level 1:tensorflow:Registering Log,flops (<function _log_flops at 0x73be14011ee0>) in statistical functions.
[Level 1 ] Registering Log,flops (<function _log_flops at 0x73be14011ee0>) in statistical functions.
Level 1:tensorflow:Registering Neg,flops (<function _neg_flops at 0x73be14012020>) in statistical functions.
[Level 1 ] Registering Neg,flops (<function _neg_flops at 0x73be14012020>) in statistical functions.
Level 1:tensorflow:Registering AssignSub,flops (<function _assign_sub_flops at 0x73be140120c0>) in statistical functions.
[Level 1 ] Registering AssignSub,flops (<function _assign_sub_flops at 0x73be140120c0>) in statistical functions.
Level 1:tensorflow:Registering AssignAdd,flops (<function _assign_add_flops at 0x73be14012160>) in statistical functions.
[Level 1 ] Registering AssignAdd,flops (<function _assign_add_flops at 0x73be14012160>) in statistical functions.
Level 1:tensorflow:Registering L2Loss,flops (<function _l2_loss_flops at 0x73be14012200>) in statistical functions.
[Level 1 ] Registering L2Loss,flops (<function _l2_loss_flops at 0x73be14012200>) in statistical functions.
Level 1:tensorflow:Registering Softmax,flops (<function _softmax_flops at 0x73be140122a0>) in statistical functions.
[Level 1 ] Registering Softmax,flops (<function _softmax_flops at 0x73be140122a0>) in statistical functions.
Level 1:tensorflow:Registering AddV2,flops (<function _add_flops at 0x73be140123e0>) in statistical functions.
[Level 1 ] Registering AddV2,flops (<function _add_flops at 0x73be140123e0>) in statistical functions.
Level 1:tensorflow:Registering Add,flops (<function _add_flops at 0x73be140123e0>) in statistical functions.
[Level 1 ] Registering Add,flops (<function _add_flops at 0x73be140123e0>) in statistical functions.
Level 1:tensorflow:Registering Sub,flops (<function _sub_flops at 0x73be14012480>) in statistical functions.
[Level 1 ] Registering Sub,flops (<function _sub_flops at 0x73be14012480>) in statistical functions.
Level 1:tensorflow:Registering Mul,flops (<function _mul_flops at 0x73be14012520>) in statistical functions.
[Level 1 ] Registering Mul,flops (<function _mul_flops at 0x73be14012520>) in statistical functions.
Level 1:tensorflow:Registering RealDiv,flops (<function _real_div_flops at 0x73be140125c0>) in statistical functions.
[Level 1 ] Registering RealDiv,flops (<function _real_div_flops at 0x73be140125c0>) in statistical functions.
Level 1:tensorflow:Registering Maximum,flops (<function _maximum_flops at 0x73be14012660>) in statistical functions.
[Level 1 ] Registering Maximum,flops (<function _maximum_flops at 0x73be14012660>) in statistical functions.
Level 1:tensorflow:Registering Minimum,flops (<function _minimum_flops at 0x73be14012700>) in statistical functions.
[Level 1 ] Registering Minimum,flops (<function _minimum_flops at 0x73be14012700>) in statistical functions.
Level 1:tensorflow:Registering Pow,flops (<function _pow_flops at 0x73be140127a0>) in statistical functions.
[Level 1 ] Registering Pow,flops (<function _pow_flops at 0x73be140127a0>) in statistical functions.
Level 1:tensorflow:Registering RsqrtGrad,flops (<function _rsqrt_grad_flops at 0x73be14012840>) in statistical functions.
[Level 1 ] Registering RsqrtGrad,flops (<function _rsqrt_grad_flops at 0x73be14012840>) in statistical functions.
Level 1:tensorflow:Registering GreaterEqual,flops (<function _greater_equal_flops at 0x73be140128e0>) in statistical functions.
[Level 1 ] Registering GreaterEqual,flops (<function _greater_equal_flops at 0x73be140128e0>) in statistical functions.
Level 1:tensorflow:Registering Greater,flops (<function _greater_flops at 0x73be14012980>) in statistical functions.
[Level 1 ] Registering Greater,flops (<function _greater_flops at 0x73be14012980>) in statistical functions.
Level 1:tensorflow:Registering LessEqual,flops (<function _less_equal_flops at 0x73be14012a20>) in statistical functions.
[Level 1 ] Registering LessEqual,flops (<function _less_equal_flops at 0x73be14012a20>) in statistical functions.
Level 1:tensorflow:Registering Less,flops (<function _less_flops at 0x73be14012ac0>) in statistical functions.
[Level 1 ] Registering Less,flops (<function _less_flops at 0x73be14012ac0>) in statistical functions.
Level 1:tensorflow:Registering Equal,flops (<function _equal_flops at 0x73be14012b60>) in statistical functions.
[Level 1 ] Registering Equal,flops (<function _equal_flops at 0x73be14012b60>) in statistical functions.
Level 1:tensorflow:Registering NotEqual,flops (<function _not_equal_flops at 0x73be14012c00>) in statistical functions.
[Level 1 ] Registering NotEqual,flops (<function _not_equal_flops at 0x73be14012c00>) in statistical functions.
Level 1:tensorflow:Registering SquaredDifference,flops (<function _squared_difference_flops at 0x73be14012ca0>) in statistical functions.
[Level 1 ] Registering SquaredDifference,flops (<function _squared_difference_flops at 0x73be14012ca0>) in statistical functions.
Level 1:tensorflow:Registering Mean,flops (<function _mean_flops at 0x73be14012de0>) in statistical functions.
[Level 1 ] Registering Mean,flops (<function _mean_flops at 0x73be14012de0>) in statistical functions.
Level 1:tensorflow:Registering Sum,flops (<function _sum_flops at 0x73be14012e80>) in statistical functions.
[Level 1 ] Registering Sum,flops (<function _sum_flops at 0x73be14012e80>) in statistical functions.
Level 1:tensorflow:Registering ArgMax,flops (<function _arg_max_flops at 0x73be14012f20>) in statistical functions.
[Level 1 ] Registering ArgMax,flops (<function _arg_max_flops at 0x73be14012f20>) in statistical functions.
Level 1:tensorflow:Registering ArgMin,flops (<function _arg_min_flops at 0x73be14012fc0>) in statistical functions.
[Level 1 ] Registering ArgMin,flops (<function _arg_min_flops at 0x73be14012fc0>) in statistical functions.
Level 1:tensorflow:Registering BiasAddGrad,flops (<function _bias_add_grad_flops at 0x73be14013060>) in statistical functions.
[Level 1 ] Registering BiasAddGrad,flops (<function _bias_add_grad_flops at 0x73be14013060>) in statistical functions.
Level 1:tensorflow:Registering AvgPool,flops (<function _avg_pool_flops at 0x73be14013240>) in statistical functions.
[Level 1 ] Registering AvgPool,flops (<function _avg_pool_flops at 0x73be14013240>) in statistical functions.
Level 1:tensorflow:Registering MaxPool,flops (<function _max_pool_flops at 0x73be140132e0>) in statistical functions.
[Level 1 ] Registering MaxPool,flops (<function _max_pool_flops at 0x73be140132e0>) in statistical functions.
Level 1:tensorflow:Registering AvgPoolGrad,flops (<function _avg_pool_grad_flops at 0x73be14013380>) in statistical functions.
[Level 1 ] Registering AvgPoolGrad,flops (<function _avg_pool_grad_flops at 0x73be14013380>) in statistical functions.
Level 1:tensorflow:Registering MaxPoolGrad,flops (<function _max_pool_grad_flops at 0x73be14013420>) in statistical functions.
[Level 1 ] Registering MaxPoolGrad,flops (<function _max_pool_grad_flops at 0x73be14013420>) in statistical functions.
Level 1:tensorflow:Registering Conv2DBackpropInput,flops (<function _conv_2d_backprop_input_flops at 0x73be140134c0>) in statistical functions.
[Level 1 ] Registering Conv2DBackpropInput,flops (<function _conv_2d_backprop_input_flops at 0x73be140134c0>) in statistical functions.
Level 1:tensorflow:Registering Conv2DBackpropFilter,flops (<function _conv_2d_backprop_filter_flops at 0x73be14013560>) in statistical functions.
[Level 1 ] Registering Conv2DBackpropFilter,flops (<function _conv_2d_backprop_filter_flops at 0x73be14013560>) in statistical functions.
Level 1:tensorflow:Registering AddN,flops (<function _add_n_flops at 0x73be14013600>) in statistical functions.
[Level 1 ] Registering AddN,flops (<function _add_n_flops at 0x73be14013600>) in statistical functions.
Level 1:tensorflow:Registering MatMul,flops (<function _calc_mat_mul_flops at 0x73be140136a0>) in statistical functions.
[Level 1 ] Registering MatMul,flops (<function _calc_mat_mul_flops at 0x73be140136a0>) in statistical functions.
Level 1:tensorflow:Registering BatchMatMulV3,flops (<function _calc_batch_mat_mul_flops at 0x73be14013740>) in statistical functions.
[Level 1 ] Registering BatchMatMulV3,flops (<function _calc_batch_mat_mul_flops at 0x73be14013740>) in statistical functions.
Level 1:tensorflow:Registering BatchMatMulV2,flops (<function _calc_batch_mat_mul_flops at 0x73be14013740>) in statistical functions.
[Level 1 ] Registering BatchMatMulV2,flops (<function _calc_batch_mat_mul_flops at 0x73be14013740>) in statistical functions.
Level 1:tensorflow:Registering BatchMatMul,flops (<function _calc_batch_mat_mul_flops at 0x73be14013740>) in statistical functions.
[Level 1 ] Registering BatchMatMul,flops (<function _calc_batch_mat_mul_flops at 0x73be14013740>) in statistical functions.
Level 1:tensorflow:Enabling eager execution
[Level 1 ] Enabling eager execution
Level 1:tensorflow:Enabling v2 tensorshape
[Level 1 ] Enabling v2 tensorshape
Level 1:tensorflow:Enabling resource variables
[Level 1 ] Enabling resource variables
Level 1:tensorflow:Enabling tensor equality
[Level 1 ] Enabling tensor equality
Level 1:tensorflow:Enabling control flow v2
[Level 1 ] Enabling control flow v2
kill

My Os is Pop Os 22.04 LTS

(donkey) wre@pop-os:/Scrivania/donkey$ uname -a
Linux pop-os 6.9.3-76060903-generic #202405300957172117465722.04abb7c06 SMP PREEMPT_DYNAMIC Wed J x86_64 x86_64 x86_64 GNU/Linux

@harty1193
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Which dev Installaton. I am getting the exact error.

@Reply-WRE
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Which dev Installaton. I am getting the exact error.

I just followed the istruction in the documentation for the dev installation. So the code should be the one in the github repo.

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@harty1193 @DocGarbanzo @Reply-WRE