为 arm64-v8a 发布构建 libtensorflow_cc.so
Issue building libtensorflow_cc.so for arm64-v8a
我正在尝试使用 bazel
为 arm64-v8a 架构构建 libtensorflow_cc.so for android
要求
我正在尝试为 arm64-v8a 架构构建 'libtensorflow_cc.so' for android。
我需要它在运行时通过 C++ 在 Android NDK 中创建和训练模型文件。
在
生成的 'libtensorflow_cc.so' 的帮助下，我能够使用 C++ 在桌面上这样做
bazel build -c opt //tensorflow:libtensorflow_cc.so
，但现在想与 Android NDK 集成并在移动设备上进行训练。
我试过 'libtensorflow.so' ，但我得到以下错误
tensorflow_jni.cc:359 Non-OK-status: session->Create (graph_def)
status: Invalid argument: No OpKernel was registered to support Op
'SparseSoftmaxCrossEntropyWithLogits' with these attrs. Registered
devices: [CPU], Registered kernels:
[[Node: SparseSoftmaxCrossEntropyWithLogits/SparseSoftmaxCrossEntropyWithLogits
= SparseSoftmaxCrossEntropyWithLogits[T=DT_FLOAT, Tlabels=DT_INT64](add, Cast)]]
我也试过
'libtensorflow_inference.so' 但我收到许多未定义的引用错误
如下图
In function tensorflow::TensorShapeRep::~TensorShapeRep()':
/home/ashok/AndroidStudioProjects/Android-arm64-v8a-dnn/facerecognitionlibrary/jni-build/jni/include/include1/tensorflow/core/framework/tensor_shape.h:492:
undefined reference
totensorflow::TensorShapeRep::DestructorOutOfLine()'
./obj/local/arm64-v8a/objs-debug/tensorflow_cc1/tensorflowTrian_jni.o:
In function std::pair::~pair()':
/home/ashok/Ashok/android-ndk-r12b/sources/cxx-stl/gnu-libstdc++/4.9/include/bits/stl_pair.h:96:
undefined reference totensorflow::Tensor::~Tensor()'
./obj/local/arm64-v8a/objs-debug/tensorflow_cc1/tensorflowTrian_jni.o:
In function std::string* tensorflow::internal::MakeCheckOpString(long const&, int const&, char const*)':
/home/ashok/AndroidStudioProjects/Android-arm64-v8a-dnn/facerecognitionlibrary/jni-build/jni/include/include1/tensorflow/core/platform/default/logging.h:184:
undefined reference
totensorflow::internal::CheckOpMessageBuilder::CheckOpMessageBuilder(char
const*)'
因此使用以下代码为 arm64-v8a 构建 libtensorflow_cc.so
代码
bazel build -c opt //tensorflow:libtensorflow_cc.so
--crosstool_top=//external:android/crosstool --host_crosstool_top=@bazel_tools//tools/cpp:toolchain --cpu=arm64-v8a
日志
WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in
srcs attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:avgpooling_op.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:bounds_check.h' directly. You should either
move the file to this package or depend on an appropriate rule there
WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in
srcs attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:cwise_ops.h' directly. You should either
move the file to this package or depend on an appropriate rule there
WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in
srcs attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:cwise_ops_common.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:cwise_ops_gradients.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:eigen_activations.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:eigen_attention.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:eigen_backward_cuboid_convolutions.h'
directly. You should either move the file to this package or depend on
an appropriate rule there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:eigen_backward_spatial_convolutions.h'
directly. You should either move the file to this package or depend on
an appropriate rule there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:eigen_cuboid_convolution.h' directly. You
should either move the file to this package or depend on an
appropriate rule there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:eigen_pooling.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:eigen_softmax.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:eigen_spatial_convolutions.h' directly. You
should either move the file to this package or depend on an
appropriate rule there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:eigen_volume_patch.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:fifo_queue.h' directly. You should either
move the file to this package or depend on an appropriate rule there
WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in
srcs attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:maxpooling_op.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:ops_util.cc' directly. You should either
move the file to this package or depend on an appropriate rule there
WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in
srcs attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:ops_util.h' directly. You should either
move the file to this package or depend on an appropriate rule there
WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in
srcs attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:padding_fifo_queue.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:pooling_ops_common.cc' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:pooling_ops_common.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:queue_base.h' directly. You should either
move the file to this package or depend on an appropriate rule there
WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in
srcs attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:queue_op.h' directly. You should either
move the file to this package or depend on an appropriate rule there
WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in
srcs attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/kernels:typed_queue.h' directly. You should either
move the file to this package or depend on an appropriate rule there
WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in
srcs attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/util/ctc:ctc_beam_entry.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/util/ctc:ctc_beam_scorer.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/util/ctc:ctc_beam_search.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/util/ctc:ctc_decoder.h' directly. You should either
move the file to this package or depend on an appropriate rule there
WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in
srcs attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/util/ctc:ctc_loss_util.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/util/tensor_bundle:naming.cc' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/util/tensor_bundle:naming.h' directly. You should
either move the file to this package or depend on an appropriate rule
there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/util/tensor_bundle:tensor_bundle.cc' directly. You
should either move the file to this package or depend on an
appropriate rule there WARNING:
/home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs
attribute of cc_library rule
//tensorflow/core:android_tensorflow_lib_lite: please do not import
'//tensorflow/core/util/tensor_bundle:tensor_bundle.h' directly. You
should either move the file to this package or depend on an
appropriate rule there ERROR:
/home/ashok/Ashok/tensorflow/tensorflow/c/eager/BUILD:11:1: in deps
attribute of cc_library rule //tensorflow/c/eager:c_api: target
'//tensorflow/c/eager:c_api_internal' does not exist. Since this rule
was created by the macro 'tf_cuda_library', the error might have been
caused by the macro implementation in
/home/ashok/Ashok/tensorflow/tensorflow/tensorflow.bzl:667:12 ERROR:
Analysis of target '//tensorflow:libtensorflow_cc.so' failed; build
aborted INFO: Elapsed time: 0.252s FAILED: Build did NOT complete
successfully (0 packages loaded)
请帮忙解决问题
要修复最初的 "No OpKernel" 错误，您需要将您使用的操作添加到 tensorflow/core/kernels/BUILD 中的 android_extended_ops_group1 目标：
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/BUILD#L4568
您可以在此处的 TF for Mobile 电子书中找到有关为什么需要这样做的更多详细信息：
http://www.oreilly.com/data/free/building-mobile-applications-with-tensorflow.csp
我正在尝试使用 bazel
为 arm64-v8a 架构构建 libtensorflow_cc.so for android要求
我正在尝试为 arm64-v8a 架构构建 'libtensorflow_cc.so' for android。 我需要它在运行时通过 C++ 在 Android NDK 中创建和训练模型文件。 在
生成的 'libtensorflow_cc.so' 的帮助下，我能够使用 C++ 在桌面上这样做bazel build -c opt //tensorflow:libtensorflow_cc.so
，但现在想与 Android NDK 集成并在移动设备上进行训练。
我试过 'libtensorflow.so' ，但我得到以下错误
tensorflow_jni.cc:359 Non-OK-status: session->Create (graph_def) status: Invalid argument: No OpKernel was registered to support Op 'SparseSoftmaxCrossEntropyWithLogits' with these attrs. Registered devices: [CPU], Registered kernels: [[Node: SparseSoftmaxCrossEntropyWithLogits/SparseSoftmaxCrossEntropyWithLogits = SparseSoftmaxCrossEntropyWithLogits[T=DT_FLOAT, Tlabels=DT_INT64](add, Cast)]]
我也试过 'libtensorflow_inference.so' 但我收到许多未定义的引用错误 如下图
In function tensorflow::TensorShapeRep::~TensorShapeRep()': /home/ashok/AndroidStudioProjects/Android-arm64-v8a-dnn/facerecognitionlibrary/jni-build/jni/include/include1/tensorflow/core/framework/tensor_shape.h:492: undefined reference totensorflow::TensorShapeRep::DestructorOutOfLine()' ./obj/local/arm64-v8a/objs-debug/tensorflow_cc1/tensorflowTrian_jni.o: In function std::pair::~pair()': /home/ashok/Ashok/android-ndk-r12b/sources/cxx-stl/gnu-libstdc++/4.9/include/bits/stl_pair.h:96: undefined reference totensorflow::Tensor::~Tensor()' ./obj/local/arm64-v8a/objs-debug/tensorflow_cc1/tensorflowTrian_jni.o: In function std::string* tensorflow::internal::MakeCheckOpString(long const&, int const&, char const*)': /home/ashok/AndroidStudioProjects/Android-arm64-v8a-dnn/facerecognitionlibrary/jni-build/jni/include/include1/tensorflow/core/platform/default/logging.h:184: undefined reference totensorflow::internal::CheckOpMessageBuilder::CheckOpMessageBuilder(char const*)'
因此使用以下代码为 arm64-v8a 构建 libtensorflow_cc.so
代码
bazel build -c opt //tensorflow:libtensorflow_cc.so --crosstool_top=//external:android/crosstool --host_crosstool_top=@bazel_tools//tools/cpp:toolchain --cpu=arm64-v8a
日志
WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:avgpooling_op.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:bounds_check.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:cwise_ops.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:cwise_ops_common.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:cwise_ops_gradients.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:eigen_activations.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:eigen_attention.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:eigen_backward_cuboid_convolutions.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:eigen_backward_spatial_convolutions.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:eigen_cuboid_convolution.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:eigen_pooling.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:eigen_softmax.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:eigen_spatial_convolutions.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:eigen_volume_patch.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:fifo_queue.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:maxpooling_op.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:ops_util.cc' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:ops_util.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:padding_fifo_queue.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:pooling_ops_common.cc' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:pooling_ops_common.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:queue_base.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:queue_op.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/kernels:typed_queue.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/util/ctc:ctc_beam_entry.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/util/ctc:ctc_beam_scorer.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/util/ctc:ctc_beam_search.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/util/ctc:ctc_decoder.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/util/ctc:ctc_loss_util.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/util/tensor_bundle:naming.cc' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/util/tensor_bundle:naming.h' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/util/tensor_bundle:tensor_bundle.cc' directly. You should either move the file to this package or depend on an appropriate rule there WARNING: /home/ashok/Ashok/tensorflow/tensorflow/core/BUILD:952:12: in srcs attribute of cc_library rule //tensorflow/core:android_tensorflow_lib_lite: please do not import '//tensorflow/core/util/tensor_bundle:tensor_bundle.h' directly. You should either move the file to this package or depend on an appropriate rule there ERROR: /home/ashok/Ashok/tensorflow/tensorflow/c/eager/BUILD:11:1: in deps attribute of cc_library rule //tensorflow/c/eager:c_api: target '//tensorflow/c/eager:c_api_internal' does not exist. Since this rule was created by the macro 'tf_cuda_library', the error might have been caused by the macro implementation in /home/ashok/Ashok/tensorflow/tensorflow/tensorflow.bzl:667:12 ERROR: Analysis of target '//tensorflow:libtensorflow_cc.so' failed; build aborted INFO: Elapsed time: 0.252s FAILED: Build did NOT complete successfully (0 packages loaded)
请帮忙解决问题
要修复最初的 "No OpKernel" 错误，您需要将您使用的操作添加到 tensorflow/core/kernels/BUILD 中的 android_extended_ops_group1 目标： https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/BUILD#L4568
您可以在此处的 TF for Mobile 电子书中找到有关为什么需要这样做的更多详细信息： http://www.oreilly.com/data/free/building-mobile-applications-with-tensorflow.csp