Ich habe die Schritte hier befolgt, um Tensorflow aus Quellen auf dem Mac zu installieren.
Das neueste Problem mit keinen Auswirkungen finden Sie im aktualisierten Abschnitt unten auf dieser Seite.
Das unmittelbarste Problem (jetzt gelöst), das ich hatte, war, dass ich keine whlzu erledigende Datei finden kannsudo pip install /tmp/tensorflow_pkg/tensorflow-1.0.1-py2-none-any.whl
Davor habe ich, obwohl ich keinen Fehler erhalten habe, beim Ausführen Tonnen von Warnungen erhalten bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package. Das Folgende ist nur der letzte Teil der Protokollierungsmeldung mit Warnungen.
arning: class 'WorkerEnv' was previously declared as a struct [-Wmismatched-tags]
class WorkerEnv;
^
./tensorflow/core/distributed_runtime/worker_env.h:37:8: note: previous use is here
struct WorkerEnv {
^
./tensorflow/core/distributed_runtime/worker.h:28:1: note: did you mean struct here?
class WorkerEnv;
^~~~~
struct
In file included from tensorflow/core/distributed_runtime/rpc/grpc_worker_service.cc:16:
./tensorflow/core/distributed_runtime/rpc/grpc_worker_service.h:36:8: warning: 'tensorflow::GrpcWorker::RecvTensorAsync' hides overloaded virtual function [-Woverloaded-virtual]
void RecvTensorAsync(CallOptions* opts, const RecvTensorRequest* request,
^
./tensorflow/core/distributed_runtime/worker.h:72:8: note: hidden overloaded virtual function 'tensorflow::Worker::RecvTensorAsync' declared here: type mismatch at 3rd parameter ('tensorflow::TensorResponse *' vs '::grpc::ByteBuffer *')
void RecvTensorAsync(CallOptions* opts, const RecvTensorRequest* request,
^
2 warnings generated.
INFO: From Linking tensorflow/core/kernels/libconv_ops.pic.lo:
/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool: file: bazel-out/local-py3-opt/bin/tensorflow/core/kernels/_objs/conv_ops/tensorflow/core/kernels/conv_ops_using_gemm.pic.o has no symbols
INFO: From Linking tensorflow/core/kernels/libfft_ops.pic.lo:
/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool: file: bazel-out/local-py3-opt/bin/tensorflow/core/kernels/_objs/fft_ops/tensorflow/core/kernels/fft_ops.pic.o has no symbols
warning: /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool: warning for library: bazel-out/local-py3-opt/bin/tensorflow/core/kernels/libfft_ops.pic.lo the table of contents is empty (no object file members in the library define global symbols)
INFO: From Linking tensorflow/core/libsycl_runtime.pic.lo:
/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool: file: bazel-out/local-py3-opt/bin/tensorflow/core/_objs/sycl_runtime/tensorflow/core/common_runtime/sycl/sycl_allocator.pic.o has no symbols
/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool: file: bazel-out/local-py3-opt/bin/tensorflow/core/_objs/sycl_runtime/tensorflow/core/common_runtime/sycl/sycl_device.pic.o has no symbols
/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool: file: bazel-out/local-py3-opt/bin/tensorflow/core/_objs/sycl_runtime/tensorflow/core/common_runtime/sycl/sycl_device_context.pic.o has no symbols
/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool: file: bazel-out/local-py3-opt/bin/tensorflow/core/_objs/sycl_runtime/tensorflow/core/common_runtime/sycl/sycl_device_factory.pic.o has no symbols
warning: /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool: warning for library: bazel-out/local-py3-opt/bin/tensorflow/core/libsycl_runtime.pic.lo the table of contents is empty (no object file members in the library define global symbols)
INFO: From Linking tensorflow/core/libgpu_runtime.pic.lo:
/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool: file: bazel-out/local-py3-opt/bin/tensorflow/core/_objs/gpu_runtime/tensorflow/core/common_runtime/gpu/gpu_device.pic.o has no symbols
/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/libtool: file: bazel-out/local-py3-opt/bin/tensorflow/core/_objs/gpu_runtime/tensorflow/core/common_runtime/gpu/gpu_device_factory.pic.o has no symbols
INFO: From Linking tensorflow/python/gen_math_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/factorization/gen_gen_clustering_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_sparse_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_user_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/nccl/gen_nccl_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_nn_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_linalg_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_parsing_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/factorization/gen_gen_factorization_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/ffmpeg/gen_decode_audio_op_py_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_random_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/tensor_forest/gen_gen_tensor_forest_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_io_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_resource_variable_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_functional_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_logging_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_script_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_set_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_cloud_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/layers/gen_bucketization_op_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_test_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_state_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_ctc_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_data_flow_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_sdca_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/input_pipeline/gen_input_pipeline_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/_pywrap_tensorflow.so:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/image/gen_image_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_string_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/layers/gen_sparse_feature_cross_op_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/cudnn_rnn/gen_cudnn_rnn_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_candidate_sampling_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_image_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/ffmpeg/gen_encode_audio_op_py_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_training_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_array_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/python/gen_control_flow_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
INFO: From Linking tensorflow/contrib/framework/gen_gen_variable_ops_py_wrappers_cc [for host]:
clang: warning: argument unused during compilation: '-pthread'
Target //tensorflow/tools/pip_package:build_pip_package up-to-date:
bazel-bin/tensorflow/tools/pip_package/build_pip_package
INFO: Elapsed time: 2177.306s, Critical Path: 2134.22s
Dann habe ich ausgeführt bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg, es scheint keinen Fehler mit der folgenden Ausgabe in der Konsole zu machen:
(dlnd-tf-lab) ->bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg
Wed Apr 12 16:09:42 CST 2017: === Using tmpdir: /var/folders/gz/ch3n2mp51m9386sytqf97s6w0000gn/T/tmp.XXXXXXXXXX.WnIjTd5J
~/Downloads/tensorflow/bazel-bin/tensorflow/tools/pip_package/build_pip_package.runfiles ~/Downloads/tensorflow
~/Downloads/tensorflow
/var/folders/gz/ch3n2mp51m9386sytqf97s6w0000gn/T/tmp.XXXXXXXXXX.WnIjTd5J ~/Downloads/tensorflow
Wed Apr 12 16:09:45 CST 2017: === Building wheel
~/Downloads/tensorflow
Wed Apr 12 16:10:02 CST 2017: === Output wheel file is in: /tmp/tensorflow_pkg
Dann konnte ich die Datei nicht finden whl, wissen Sie, wo ich sie finden kann?
Vielen Dank!
Jetzt habe ich die whlDatei gefunden, aber es gab keine Änderung an Tensorflow, nachdem ich den folgenden Code ausgeführt hatte, außerdem bekam ich eine Warnung. Wird diese Warnung das Problem verursachen, keinen Einfluss auf den Tensorflow zu haben?
(dlnd-tf-lab) ->sudo pip install tmp/tensorflow_pkg/tensorflow-1.0.1-cp35-cp35m-macosx_10_9_x86_64.whl
Password:
The directory '/Users/Natsume/Library/Caches/pip/http' or its parent directory is not owned by the current user and the cache has been disabled. Please check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag.
The directory '/Users/Natsume/Library/Caches/pip' or its parent directory is not owned by the current user and caching wheels has been disabled. check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag.
Requirement already satisfied: tensorflow==1.0.1 from file:///Users/Natsume/Downloads/tmp/tensorflow_pkg/tensorflow-1.0.1-cp35-cp35m-macosx_10_9_x86_64.whl in /Users/Natsume/miniconda2/envs/dlnd-tf-lab/lib/python3.5/site-packages
Requirement already satisfied: numpy>=1.11.0 in /Users/Natsume/miniconda2/envs/dlnd-tf-lab/lib/python3.5/site-packages (from tensorflow==1.0.1)
Requirement already satisfied: six>=1.10.0 in /Users/Natsume/miniconda2/envs/dlnd-tf-lab/lib/python3.5/site-packages (from tensorflow==1.0.1)
Requirement already satisfied: wheel>=0.26 in /Users/Natsume/miniconda2/envs/dlnd-tf-lab/lib/python3.5/site-packages (from tensorflow==1.0.1)
Requirement already satisfied: protobuf>=3.1.0 in /Users/Natsume/miniconda2/envs/dlnd-tf-lab/lib/python3.5/site-packages (from tensorflow==1.0.1)
Requirement already satisfied: setuptools in /Users/Natsume/miniconda2/envs/dlnd-tf-lab/lib/python3.5/site-packages (from protobuf>=3.1.0->tensorflow==1.0.1)
Als ich jedoch den im obigen Link bereitgestellten Code ausprobierte, um zu überprüfen, ob alles wie erwartet funktioniert, erhielt ich immer noch die folgenden Warnungen, die darauf hinweisen, dass es keine Auswirkungen gibt. Könnte mir hier jemand helfen? Vielen Dank
W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX2 instructions, but these are available on your machine and could speed up CPU computations.
W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use FMA instructions, but these are available on your machine and could speed up CPU computations.
b'Hello, TensorFlow!'
Lösung des Problems
Um meine Lösung zusammenzufassen
Folgen Sie der offiziellen Anleitung zur Installation von Tensorflow aus der Quelle mit dem in der Frage angegebenen Link.
Seien Sie geduldig bei der Installation von brewund bazel: Um Bazel zu installieren, gehen Sie zu bazel. Stellen Sie sicher, dass Sie die neueste Version haben. Es war sehr langsam zu installieren oder zu aktualisieren, aber es wird Sie dorthin bringen, Geduld.
Folgen Sie den offiziellen Anweisungen bis zum Schritt ./configure, verwenden Sie einfach die defaultOptionen oder no, um alles einzustellen;
Jetzt der letzte zweite Schritt: Die offizielle Anweisung sagt Ihnen, dass Sie bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg. In meinem Fall kann ich jedoch /tmp/tensorflow_pkgauf meinem Mac finden. Glücklicherweise wird es gesehen, wenn Sie laufen bazel-bin/tensorflow/tools/pip_package/build_pip_package Your_Full_Path/tmp/tensorflow_pkg. Beachten Sie, dass sich tmpOrdner und tensorflowOrdner im selben Verzeichnis oder auf derselben Ebene befinden.
Gehen Sie in das Verzeichnis, in dem tmpund tensorflowgespeichert sind, führen Sie es auspip install /tmp/tensorflow_pkg/tensorflow-1.2.0rc0-cp35-cp35m-macosx_10_9_x86_64.whl
Jetzt hast du es geschafft.
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