Tensorflow: Windows C ++ tensorflow_cc.dllの「アロケータタイプ」と「表示デバイスリスト」の文字列GPUオプション間で、メモリアドレスが重複しています

作成日 2020年05月12日 · 140コメント · ソース: tensorflow/tensorflow

これがバグであることを確認してください。

tag：bug_template

システムインフォメーション

カスタムコードを記述しましたか（TensorFlowで提供されるストックサンプルスクリプトを使用するのではなく）：はい
OSプラットフォームとディストリビューション（例：Linux Ubuntu 16.04）：Windows 10
モバイルデバイスで問題が発生した場合のモバイルデバイス（iPhone 8、Pixel 2、Samsung Galaxyなど）：NA
（ソースまたはバイナリ）からインストールされたTensorFlow：ソース
TensorFlowバージョン（以下のコマンドを使用）：5b900cfe4b3b848f577315a0dde09a729f770e95から分岐した1.12.0
Pythonバージョン：NA
Bazelバージョン（ソースからコンパイルする場合）：0.19.2
GCC /コンパイラバージョン（ソースからコンパイルする場合）：MSVC 2015
CUDA / cuDNNバージョン：10.0.130、9.2.148
GPUモデルとメモリ：NVIDIA GP100 16Gb

環境キャプチャを使用して、この情報の一部を収集できます
脚本
TensorFlowバージョンは次の方法で入手することもできます。
NA

現在の行動を説明する

元のコードを元にした次のようにセッションとして作成しています

   std::unique_ptr<tensorflow::Session>* session;
   tensorflow::SessionOptions options;
   tensorflow::ConfigProto* config = &options.config;
   float fraction =0.8;
   int whichGPU = 0;
   int cuda_device_count=1;
   tensorflow::GraphDef graph_def;
   tensorflow::status = tensorflow::ReadBinaryProto(tensorflow::Env::Default(), "C:\\\models\\graph.pb", &graph_def);
   auto* device_count = options.config.mutable_device_count();
   device_count->insert({ "GPU", cuda_device_count });
   device_count->insert({ "CPU", 1 });
   options.config.mutable_gpu_options()->set_per_process_gpu_memory_fraction(fraction);
   options.config.mutable_gpu_options()->set_visible_device_list(std::to_string(whichGPU));
   session->reset(tensorflow::NewSession(options));
  (*session)->Create(graph_def);

その結果、

    70 2020-05-12 09:41:28.214176: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1432] 
    Found device 0 with properties: 
   71 name: Quadro GP100 major: 6 minor: 0 memoryClockRate(GHz): 1.4425
   72 pciBusID: 0000:01:00.0
   73 totalMemory: 16.00GiB freeMemory: 13.28GiB
   74 2020-05-12 09:41:28.215329: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1511] 
Adding visible gpu devices: 0
   75 2020-05-12 09:41:28.952392: I tensorflow/core/common_runtime/gpu/gpu_device.cc:982] Device interconnect StreamExecutor with strength 1 edge matrix:
   76 2020-05-12 09:41:28.952785: I tensorflow/core/common_runtime/gpu/gpu_device.cc:988]      0 
   77 2020-05-12 09:41:28.953095: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1001] 0:   N 
    78 2020-05-12 09:41:28.953962: E tensorflow/core/common_runtime/gpu/gpu_process_state.cc:106] Invalid allocator type: 0
   79 2020-05-12 09:41:28.954425: E tensorflow/core/common_runtime/session.cc:64] Failed to create session: Internal: Failed to get memory allocator for TF GPU 0 with 6899999744 bytes of memory.

予想される動作を説明する

セッションは、使用可能なメモリの80％のみを使用して、GPU0で作成および実行されます。

問題を再現するためのスタンドアロンコード

#include "tensorflow/core/protobuf/control_flow.pb.h"
#include "tensorflow/core/protobuf/config.pb.h"
#include <iostream>

int main() {
  tensorflow::GPUOptions gpu_options;

  gpu_options.set_visible_device_list("0");

  std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl; //print 0

}

その他の情報/ログ

以下の問題をご覧ください
https://github.com/tensorflow/tensorflow/issues/16291
https://github.com/fo40225/tensorflow-windows-wheel/issues/39

私は次のようにtensorflow.dllを構築しました：

$ ENV：USE_BAZEL_VERSION = "0.19.2"
$ ENV：PYTHON_BIN_PATH = C ：\ ProgramData \ Anaconda3 \ python.exe
$ ENV：Path + = "; C：\ msys64 \ usr \ bin"
$ ENV：Path + = "; C：\ Program Files \ NVIDIA GPU Computing ToolkitCUDA \ v9.2 \ bin"
$ ENV：Path + = "; C：\ Program Files \ NVIDIA GPU Computing ToolkitCUDA \ v9.2 \ extrasCUPTI \ libx64"
$ ENV：Path + = "; C：\ Program Files \ NVIDIA GPU Computing ToolkitCUDA \ cudnn-9.2-windows10-x64-v7.5.0.56 \ cuda \ bin"
$ ENV：BAZEL_SH = "C：\ msys64 \ usr \ bin \ bash.exe"
$ ENV：CUDA_TOOLKIT_PATH = "C：\ Program Files \ NVIDIA GPU Computing ToolkitCUDA \ v9.2 \"
$ ENV：TF_CUDA_VERSION = "9.2"
$ ENV：CUDNN_INSTALL_PATH = "C：\ Program Files \ NVIDIA GPU Computing ToolkitCUDA \ cudnn-9.2-windows10-x64-v7.5.0.56 \ cuda"
$ ENV：TF_CUDNN_VERSION = "7"
$ ENV：TF_NCCL_VERSION = "1"
$ ENV：TF_CUDA_COMPUTE_CAPABILITIES = "3.5,3.7,5.0,5.2,6.0,6.1"
$ ENV：TF_CUDA_CLANG = "0"
$ ENV：TF_NEED_CUDA = "1"
$ ENV：TF_NEED_ROCM = "0"
$ ENV：TF_NEED_OPENCL_SYCL = "0"

$ params = "configure.py"、 ""
Remove-Item -Recurse -Force "C：\ Windows \ system32config \ systemprofile_bazel_SYSTEMinstall \ 75b09cf1ac98c0ffb0534079b30efcc4"
cmd / c "ECHO Y" | ＆python.exe @params
bazel.exe clean --expunge
bazel.exeビルド--copt = -nvcc_options = disable-warnings --test_tag_filters = -no_oss、-gpu、-benchmark-test、-nomac、-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters = small 、medium --jobs = 12 // t ensorflow：libtensorflow_cc.so // t ensorflow：libtensorflow_framework.so

次のファイルが編集されました。

以内に

tensorflow / BUILD

`"//tensorflow:windows": [],`

になります

"//tensorflow:windows": [
            "-def:" +  # This line must be directly followed by the exported_symbols_msvc.lds file
            "$(location //tensorflow:tf_exported_symbols_msvc.lds)",
        ],

と内
tf_cc_shared_object tensorflow/BUILDの関数

    visibility = ["//visibility:public"],
    deps = [
        "//tensorflow:tf_exported_symbols.lds",
        "//tensorflow:tf_version_script.lds",
        "//tensorflow/c:c_api",
        "//tensorflow/c/eager:c_api",

になります

    visibility = ["//visibility:public"],
    deps = [
        "//tensorflow:tf_exported_symbols.lds",
        "//tensorflow:tf_exported_symbols_msvc.lds",
        "//tensorflow:tf_version_script.lds",
        "//tensorflow/c:c_api",
        "//tensorflow/c/eager:c_api",

tf_exported_symbols_msvc.ldsの内容は

LIBRARY tensorflow_cc
EXPORTS
    ??0MetaGraphDef@tensorflow@@QEAA<strong i="31">@XZ</strong>
    ??1MetaGraphDef@tensorflow@@UEAA<strong i="32">@XZ</strong>
    ??0LogMessageFatal@internal@tensorflow@@QEAA@PEBDH<strong i="33">@Z</strong>
    ??1LogMessageFatal@internal@tensorflow@@UEAA<strong i="34">@XZ</strong>
    ??0CheckOpMessageBuilder@internal@tensorflow@@QEAA@PEBD<strong i="35">@Z</strong>
    ??1CheckOpMessageBuilder@internal@tensorflow@@QEAA<strong i="36">@XZ</strong>
    ?ForVar2@CheckOpMessageBuilder@internal@tensorflow@@QEAAPEAV?$basic_ostream@DU?$char_traits@D@std@@@std@<strong i="37">@XZ</strong>
    ?NewString@CheckOpMessageBuilder@internal@tensorflow@@QEAAPEAV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@<strong i="38">@XZ</strong>
    ?GetVarint32PtrFallback@core@tensorflow@@YAPEBDPEBD0PEAI<strong i="39">@Z</strong>
    ?SlowCopyFrom@Status@tensorflow@@AEAAXPEBUState@12@<strong i="40">@Z</strong>
    ?_GraphDef_default_instance_@tensorflow@@3VGraphDefDefaultTypeInternal@1<strong i="41">@A</strong>
    ?NewSession@tensorflow@@YA?AVStatus@1@AEBUSessionOptions@1@PEAPEAVSession@1@<strong i="42">@Z</strong>
    ?InitMain@port@tensorflow@@YAXPEBDPEAHPEAPEAPEAD<strong i="43">@Z</strong>
    ?FastUInt64ToBufferLeft@strings@tensorflow@@YA_K_KPEAD<strong i="44">@Z</strong>
    ?StrCat@strings@tensorflow@@YA?AV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@AEBVAlphaNum@12@<strong i="45">@Z</strong>
    ?empty_string@Status@tensorflow@@CAAEBV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@<strong i="46">@XZ</strong>
    ?NewSession@tensorflow@@YAPEAVSession@1@AEBUSessionOptions@1@<strong i="47">@Z</strong>
    ?InternalSwap@ConfigProto@tensorflow@@AEAAXPEAV12@<strong i="48">@Z</strong>
    ?CopyFrom@ConfigProto@tensorflow@@QEAAXAEBV12@<strong i="49">@Z</strong>
    ??0ConfigProto@tensorflow@@QEAA<strong i="50">@XZ</strong>
    ?DebugString@TensorShapeRep@tensorflow@@QEBA?AV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@<strong i="51">@XZ</strong>
    ??6tensorflow@@YAAEAV?$basic_ostream@DU?$char_traits@D@std@@@std@@AEAV12@AEBVStatus@0@<strong i="52">@Z</strong>
    ??0Status@tensorflow@@QEAA@W4Code@error@1@Vstring_view@absl@@<strong i="53">@Z</strong>
    ?StrCat@strings@tensorflow@@YA?AV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@AEBVAlphaNum@12@00<strong i="54">@Z</strong>
    ??0SessionOptions@tensorflow@@QEAA<strong i="55">@XZ</strong>
    ??1ConfigProto@tensorflow@@UEAA<strong i="56">@XZ</strong>
    ?ReadBinaryProto@tensorflow@@YA?AVStatus@1@PEAVEnv@1@AEBV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@PEAVMessageLite@protobuf@google@@<strong i="57">@Z</strong>
    ?Default@Env@tensorflow@@SAPEAV12<strong i="58">@XZ</strong>
    ?CheckIsAlignedAndSingleElement@Tensor@tensorflow@<strong i="59">@AEBAXXZ</strong>
    ?_SaverDef_default_instance_@tensorflow@@3VSaverDefDefaultTypeInternal@1<strong i="60">@A</strong>
    ?CheckTypeAndIsAligned@Tensor@tensorflow@@AEBAXW4DataType@2@<strong i="61">@Z</strong>
    ??1Tensor@tensorflow@@QEAA<strong i="62">@XZ</strong>
    ??0Tensor@tensorflow@@QEAA@W4DataType@1@AEBVTensorShape@1@<strong i="63">@Z</strong>
    ??0?$TensorShapeBase@VTensorShape@tensorflow@@@tensorflow@@QEAA<strong i="64">@XZ</strong>
    ??0?$TensorShapeBase@VTensorShape@tensorflow@@@tensorflow@@QEAA@V?$Span@$$CB_J@absl@@<strong i="65">@Z</strong>
    ?DestructorOutOfLine@TensorShapeRep@tensorflow@<strong i="66">@AEAAXXZ</strong>
    ?TfCheckOpHelperOutOfLine@tensorflow@@YAPEAV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@AEBVStatus@1@PEBD<strong i="67">@Z</strong>
    ?SlowCopyFrom@TensorShapeRep@tensorflow@@AEAAXAEBV12@<strong i="68">@Z</strong>
    ?dim_size@?$TensorShapeBase@VTensorShape@tensorflow@@@tensorflow@@QEBA_JH<strong i="69">@Z</strong>
    ?CheckDimsEqual@TensorShape@tensorflow@@AEBAXH<strong i="70">@Z</strong>
    ?CheckDimsAtLeast@TensorShape@tensorflow@@AEBAXH<strong i="71">@Z</strong>
    ??0Tensor@tensorflow@@QEAA<strong i="72">@XZ</strong>
    ??0GraphDef@tensorflow@@QEAA<strong i="73">@XZ</strong>
    ??1GraphDef@tensorflow@@UEAA<strong i="74">@XZ</strong>
    ?CheckType@Tensor@tensorflow@@AEBAXW4DataType@2@<strong i="75">@Z</strong>
    ??1NodeDef@tensorflow@@UEAA<strong i="76">@XZ</strong>
    ??0NodeDef@tensorflow@@QEAA@AEBV01@<strong i="77">@Z</strong>
    ?DEVICE_CPU@tensorflow@<strong i="78">@3QEBDEB</strong>
    ?DEVICE_GPU@tensorflow@<strong i="79">@3QEBDEB</strong>
    ?DEVICE_SYCL@tensorflow@<strong i="80">@3QEBDEB</strong>
    ?ThenBlasGemm@Stream@stream_executor@@QEAAAEAV12@W4Transpose@blas@2@0_K11MAEBV?$DeviceMemory@M@2@H2HMPEAV52@H<strong i="81">@Z</strong>
    ?kDatasetGraphKey@DatasetBase@data@tensorflow@<strong i="82">@2QBDB</strong>
    ??0?$TensorShapeBase@VTensorShape@tensorflow@@@tensorflow@@QEAA@V?$Span@$$CB_J@absl@@<strong i="83">@Z</strong>
    ??0?$TensorShapeBase@VTensorShape@tensorflow@@@tensorflow@@QEAA<strong i="84">@XZ</strong>
    ??0CheckOpMessageBuilder@internal@tensorflow@@QEAA@PEBD<strong i="85">@Z</strong>
    ??0GraphDef@tensorflow@@QEAA<strong i="86">@XZ</strong>
    ??0LogMessageFatal@internal@tensorflow@@QEAA@PEBDH<strong i="87">@Z</strong>
    ??0MetaGraphDef@tensorflow@@QEAA<strong i="88">@XZ</strong>
    ??0SessionOptions@tensorflow@@QEAA<strong i="89">@XZ</strong>
    ??0Tensor@tensorflow@@QEAA@W4DataType@1@AEBVTensorShape@1@<strong i="90">@Z</strong>
    ?DebugString@Tensor@tensorflow@@QEBA?AV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@<strong i="91">@XZ</strong>
    ?Default@Env@tensorflow@@SAPEAV12<strong i="92">@XZ</strong>
    ?DestructorOutOfLine@TensorShapeRep@tensorflow@<strong i="93">@AEAAXXZ</strong>
    ?ForVar2@CheckOpMessageBuilder@internal@tensorflow@@QEAAPEAV?$basic_ostream@DU?$char_traits@D@std@@@std@<strong i="94">@XZ</strong>
    ?GetVarint32PtrFallback@core@tensorflow@@YAPEBDPEBD0PEAI<strong i="95">@Z</strong>
    ?SlowCopyFrom@TensorShapeRep@tensorflow@@AEAAXAEBV12@<strong i="96">@Z</strong>
    ?TfCheckOpHelperOutOfLine@tensorflow@@YAPEAV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@AEBVStatus@1@PEBD<strong i="97">@Z</strong>
    ?ThenBlasGemm@Stream@stream_executor@@QEAAAEAV12@W4Transpose@blas@2@0_K11MAEBV?$DeviceMemory@M@2@H2HMPEAV52@H<strong i="98">@Z</strong>
    ?ToString@Status@tensorflow@@QEBA?AV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@<strong i="99">@XZ</strong>
    ??0Tensor@tensorflow@@QEAA<strong i="100">@XZ</strong>
    ??1CheckOpMessageBuilder@internal@tensorflow@@QEAA<strong i="101">@XZ</strong>
    ??1ConfigProto@tensorflow@@UEAA<strong i="102">@XZ</strong>
    ??1LogMessageFatal@internal@tensorflow@@UEAA<strong i="103">@XZ</strong>
    ??1NodeDef@tensorflow@@UEAA<strong i="104">@XZ</strong>
    ??1Tensor@tensorflow@@QEAA<strong i="105">@XZ</strong>
    ?CheckDimsAtLeast@TensorShape@tensorflow@@AEBAXH<strong i="106">@Z</strong>
    ?CheckDimsEqual@TensorShape@tensorflow@@AEBAXH<strong i="107">@Z</strong>
    ?CheckIsAlignedAndSingleElement@Tensor@tensorflow@<strong i="108">@AEBAXXZ</strong>
    ?CheckTypeAndIsAligned@Tensor@tensorflow@@AEBAXW4DataType@2@<strong i="109">@Z</strong>
    ?CopyFromInternal@Tensor@tensorflow@@AEAAXAEBV12@AEBVTensorShape@2@<strong i="110">@Z</strong>
    ?_GraphDef_default_instance_@tensorflow@@3VGraphDefDefaultTypeInternal@1<strong i="111">@A</strong>
    ?dim_size@?$TensorShapeBase@VTensorShape@tensorflow@@@tensorflow@@QEBA_JH<strong i="112">@Z</strong>
    ?DebugString@Tensor@tensorflow@@QEBA?AV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@<strong i="113">@XZ</strong>
    ?StrCat@strings@tensorflow@@YA?AV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@AEBVAlphaNum@12@0<strong i="114">@Z</strong>
    ?CopyFrom@GraphDef@tensorflow@@QEAAXAEBV12@<strong i="115">@Z</strong>
    ??_7ConfigProto@tensorflow@@6B@
    ??$CreateMaybeMessage@VGPUOptions@tensorflow@@$$V@Arena@protobuf@google@@CAPEAVGPUOptions@tensorflow@@PEAV012@<strong i="116">@Z</strong>
    ??0GraphDef@tensorflow@@QEAA@AEBV01@<strong i="117">@Z</strong>
    ?fixed_address_empty_string@internal@protobuf@google@@3V?$ExplicitlyConstructed@V?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@@123<strong i="118">@A</strong>

によって文書化されているように
https://github.com/tensorflow/tensorflow/issues/22047#issuecomment -421452033

私のソフトウェアはhttps://mirror.bazel.build/github.com/google/protobuf/archive/v3.6.0.tar.gzのlibprotobuf.libに対してリンクされています

として構築

cmake -G "Visual Studio 14 2015 Win64"  .. -DCMAKE_INSTALL_PREFIX="%current%\protobuf-3.6.0" -Dprotobuf_BUILD_TESTS=OFF -Dprotobuf_BUILD_SHARED_LIBS=ON -Dprotobuf_MSVC_STATIC_RUNTIME=OFF
cmake --build . --target install --config Release -- /maxcpucount:12

tensorflow\tf_version_script.ldsを編集して含めてみました

*protobuf*

#include "tensorflow/core/platform/macros.h"のTF_EXPORTマクロも試してみました

の
tensorflow/core/public/session_options.h
と
tensorflow/core/common_runtime/session_options.cc

によって提案されたように
https://github.com/sitting-duck/stuff/tree/master/ai/tensorflow/build_tensorflow_1.14_source_for_Windows

それを確認する方法について何か提案がありますか

アロケータタイプと表示可能なデバイスリストのGPUオプションは同じメモリを共有しませんが、ウィンドウの下にモノリシックDLLがありますか？

TF 1.12 gpu runtime performance

ソース

kognat-docs

最も参考になるコメント

OK、それは修正されたYAYAYAAYAです！

これが出力です

visible_device_list 0
allocator_type 7
visible_device_list 0
allocator_type 7
visible_device_list 5
allocator_type 3
visible_device_list 5

C:\Users\Administrator\source\repos\TFDriver\x64\Release\TFDriver.exe (process 14016) exited with code 0.
To automatically close the console when debugging stops, enable Tools->Options->Debugging->Automatically close the console when debugging stops.
Press any key to close this window . . .

ファイルTFDriver.cpp

`` `#include" tensorflow / core / protobuf / control_flow.pb.h "

「tensorflow / core / protobuf /config.pb.h」を含めます

含む

int main（）{
tensorflow :: GPUOptions gpu_options;

gpu_options.set_visible_device_list("0");

std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;

gpu_options.set_allocator_type("7");

std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;


gpu_options.set_visible_device_list("5");

std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;

gpu_options.set_allocator_type("3");

std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;

}

Here is the Visual Studio .xml

デバッグ
Win32

リリース
Win32

デバッグ
x64

リリース
x64

16.0
Win32Proj
{d4eaaa20-e3d3-46ee-b1e9-08ab9200c828}
TFDriver
10.0

応用
true
v142
Unicode

応用
false
v142
true
Unicode

応用
true
v142
Unicode

応用
false
v142
true
Unicode

true

false

true

false

レベル3
true
WIN32; _DEBUG; _CONSOLE;％（PreprocessorDefinitions）
true

コンソール
true

レベル3
true
true
true
WIN32; NDEBUG; _CONSOLE;％（PreprocessorDefinitions）
true

コンソール
true
true
true

レベル3
true
_DEBUG; _CONSOLE;％（PreprocessorDefinitions）
true

コンソール
true

レベル3
true
true
true
NDEBUG; _CONSOLE;％（PreprocessorDefinitions）
true
C：\ Users \ Administrator \ dev \ attempt6 \ tensorflow \ bazel-bin \ tensorflow; C：\ Users \ Administrator \ dev \ attempt6 \ tensorflow \ bazel-bin; C：\ Users \ Administrator \ dev \ attempt6 \ tensorflow \ bazel -tensorflow \ external \ com_google_protobuf \ src; C：\ Users \ Administrator \ dev \ attempt6 \ tensorflow;％（AdditionalIncludeDirectories）

コンソール
true
true
true
external \ com_google_absl \ absl \ neuro \ libint128.a
; external \ com_google_absl \ abslbase \ libspinlock_wait.a
; external \ com_google_absl \ abslbase \ libdynamic_annotations.a
; external \ com_google_absl \ abslbase \ libbase.a
; external \ com_google_absl \ abslbase \ libthrow_delegate.a
; external \ com_google_absl \ absl \ strings \ libinternal.a
; external \ com_google_absl \ absl \ strings \ libstrings.a
; external \ com_google_absl \ absl \ types \ libbad_optional_access.a
; external \ com_google_protobuf \ libprotobuf_lite.a
; external \ com_google_protobuf \ libprotobuf.lo
; tensorflow \ core \ profiler \ protobuf \ libxplane_proto_cc_impl.lo
; tensorflow \ core \ util \ libtest_log_proto_impl_cc_impl.lo
; tensorflow \ core \ util \ libmemmapped_file_system_proto_cc_impl.lo
; tensorflow \ core \ framework \ libversions_proto_cc_impl.lo
; tensorflow \ core \ framework \ libtypes_proto_cc_impl.lo
; tensorflow \ core \ framework \ libtensor_slice_proto_cc_impl.lo
; tensorflow \ core \ framework \ libtensor_shape_proto_cc_impl.lo
; tensorflow \ core \ framework \ libresource_handle_proto_cc_impl.lo
; tensorflow \ core \ framework \ libtensor_proto_cc_impl.lo
; tensorflow \ core \ util \ libsaved_tensor_slice_proto_cc_impl.lo
; tensorflow \ core \ framework \ libsummary_proto_cc_impl.lo
; tensorflow \ core \ util \ libevent_proto_cc_impl.lo
; tensorflow \ core \ liberror_codes_proto_impl_cc_impl.lo
; tensorflow \ core \ lib \ core \ liberror_codes_proto_cc_impl.lo
; tensorflow \ core \ framework \ libvariable_proto_cc_impl.lo
; tensorflow \ core \ framework \ liballocation_description_proto_cc_impl.lo
; tensorflow \ core \ framework \ libtensor_description_proto_cc_impl.lo
; tensorflow \ core \ framework \ libstep_stats_proto_cc_impl.lo
; tensorflow \ core \ framework \ libattr_value_proto_cc_impl.lo
; tensorflow \ core \ framework \ libop_def_proto_cc_impl.lo
; tensorflow \ core \ framework \ libnode_def_proto_cc_impl.lo
; tensorflow \ core \ framework \ libfunction_proto_cc_impl.lo
; tensorflow \ core \ framework \ libgraph_proto_cc_impl.lo
; tensorflow \ core \ framework \ libremote_fused_graph_execute_info_proto_cc_impl.lo
; tensorflow \ core \ framework \ libreader_base_proto_cc_impl.lo
; tensorflow \ core \ framework \ liblog_memory_proto_cc_impl.lo
; tensorflow \ core \ framework \ libkernel_def_proto_cc_impl.lo
; tensorflow \ core \ framework \ libgraph_transfer_info_proto_cc_impl.lo
; tensorflow \ core \ framework \ libdevice_attributes_proto_cc_impl.lo
; tensorflow \ core \ framework \ libcost_graph_proto_cc_impl.lo
; tensorflow \ core \ framework \ libapi_def_proto_cc_impl.lo
; tensorflow \ core \ example \ libexample_parser_configuration_proto_cc_impl.lo
; tensorflow \ core \ example \ libexample_protos_cc_impl.lo
; tensorflow \ core \ libcore_protos_cc_impl.lo
; tensorflow \ core \ grappler \ costs \ libop_performance_data_cc_impl.lo
; tensorflow \ stream_executor \ libdnn_proto_cc_impl.lo
; tensorflow \ core \ libconv_autotuning_proto_cc_impl.lo
; tensorflow \ core \ libautotuning_proto_cc_impl.lo
; externaldouble_conversion \ libdouble-conversion.a
; external \ zlib \ libzlib.a
; external \ snappy \ libsnappy.a
; tensorflow \ core \ platformwindows \ libenv_time.a
; tensorflow \ core \ platform \ default \ liblogging.a
; tensorflow \ core \ platform \ libstr_util.a
; external \ nsync \ libnsync_cpp.a
; tensorflow \ core \ platform \ default \ libmutex.a
; tensorflow \ core \ platform \ libstringprintf.a
; tensorflow \ core \ platform \ libnumbers.a
; tensorflow \ core \ platform \ libstrcat.a
; tensorflow \ core \ platformwindows \ libstacktrace.a
; tensorflow \ core \ platform \ libstatus.a
; external \ com_google_absl \ absl \ time \ internal \ cctz \ libcivil_time.a
; external \ com_google_absl \ absl \ time \ internal \ cctz \ libtime_zone.a
; external \ com_google_absl \ absl \ time \ libtime.a
; tensorflow \ core \ platform \ libhash.a
; tensorflow \ core \ platform \ default \ libtracing.lo
; tensorflow \ core \ platform \ libsetround.a
; external \ com_google_absl \ abslbase \ libmalloc_internal.a
; external \ com_google_absl \ absl \ debugging \ libdemangle_internal.a
; external \ com_google_absl \ absl \ debugging \ libdebugging_internal.a
; external \ com_google_absl \ absl \ debugging \ libsymbolize.a
; external \ com_google_absl \ absl \ debugging \ libstacktrace.a
; external \ com_google_absl \ absl \ Synchronization \ libgraphcycles_internal.a
; external \ com_google_absl \ absl \ Synchronization \ libsynchronization.a
; external \ com_google_absl \ absl \ container \ libhashtablez_sampler.a
; external \ com_google_absl \ absl \ container \ libraw_hash_set.a
; external \ com_google_absl \ absl \ types \ libbad_variant_access.a
; external \ com_google_absl \ abslhash \ libcity.a
; external \ com_google_absl \ abslhash \ libhash.a
; external \ com_googlesource_code_re2 \ libre2.a
; tensorflow \ core \ platform \ libprotobuf.a
; tensorflow \ core \ platformwindows \ libplatform_port.a
; tensorflow \ core \ platform \ libscanner.a
; tensorflow \ core \ platform \ libpath.lo
; tensorflow \ core \ platformwindows \ libwide_char.a
; tensorflow \ core \ platformwindows \ libload_library.a
; tensorflow \ core \ platform \ liberror.a
; tensorflow \ core \ platform \ libdenormal.a
; tensorflow \ core \ platformwindows \ liberror_windows.a
; tensorflow \ core \ platformwindows \ libenv.a
; tensorflow \ core \ util \ libreporter.a
; tensorflow \ core \ util \ libenv_var.a
; externalhighwayhash \ libarch_specific.a
; externalhighwayhash \ libsip_hash.a
; external \ fft2d \ libfft2d.a
; external \ farmhash_archive \ libfarmhash.a
; external \ libjpeg_turbo \ libsimd_win_x86_64.a
; external \ libjpeg_turbo \ libjpeg.a
; external \ gif \ libgif.a
; tensorflow \ core \ platform \ default \ libunbounded_work_queue.a
; tensorflow \ core \ platform \ libcoding.a
; tensorflow \ core \ platform \ libtensor_coding.a
; tensorflow \ core \ platformwindows \ libsubprocess.a
; tensorflow \ core \ platformwindows \ libstacktrace_handler.a
; tensorflow \ core \ platform \ default \ libresource.a
; tensorflow \ core \ platform \ libplatform_strings.a
; tensorflow \ core \ platformwindows \ libnet.a
; tensorflow \ core \ platform \ liblogger.lo
; tensorflow \ core \ platform \ libcpu_feature_guard.a
; tensorflow \ core \ platform \ libbase64.a
; tensorflow \ core \ platform \ libabi.a
; tensorflow \ core \ lib \ strings \ libproto_text_util.a
; tensorflow \ core \ lib \ strings \ libproto_serialization.a
; tensorflow \ core \ lib \ strings \ libordered_code.a
; tensorflow \ core \ lib \ bfloat16 \ libbfloat16.a
; tensorflow \ core \ lib \ random \ libphilox.lo
; tensorflow \ core \ lib \ random \ libweighted_picker.lo
; tensorflow \ core \ platform \ librandom.a
; tensorflow \ core \ libhistogram \ libhistogram.lo
; tensorflow \ core \ lib \ monitoring \ libcollection_registry.a
; tensorflow \ core \ lib \ monitoring \ libsampler.a
; tensorflow \ core \ lib \ monitoring \ libpercentile_sampler.a
; tensorflow \ core \ lib \ io \ libzlib_compression_options.lo
; tensorflow \ core \ lib \ io \ libzlib_outputbuffer.lo
; tensorflow \ core \ lib \ io \ libinputstream_interface.lo
; tensorflow \ core \ lib \ io \ libzlib_inputstream.lo
; tensorflow \ core \ lib \ io \ libiterator.lo
; tensorflow \ core \ lib \ io \ libcache.a
; tensorflow \ core \ libhash \ libcrc32c.a
; tensorflow \ core \ lib \ io \ libblock.lo
; tensorflow \ core \ lib \ io \ libtable.lo
; tensorflow \ core \ lib \ io \ libsnappy_outputbuffer.lo
; tensorflow \ core \ lib \ io \ libsnappy_inputbuffer.lo
; tensorflow \ core \ lib \ io \ libcompression.lo
; tensorflow \ core \ lib \ io \ librecord_writer.lo
; tensorflow \ core \ lib \ io \ librandom_inputstream.lo
; tensorflow \ core \ lib \ io \ libbuffered_inputstream.lo
; tensorflow \ core \ lib \ io \ librecord_reader.lo
; tensorflow \ core \ lib \ io \ libinputbuffer.lo
; tensorflow \ core \ lib \ core \ libbitmap.lo
; tensorflow \ core \ lib \ core \ libarena.a
; tensorflow \ core \ liblib_internal_impl.lo
; external \ com_google_absl \ absl \ strings \ libstr_format_internal.a
; tensorflow \ stream_executor \ lib \ liblib.a
; tensorflow \ stream_executor \ liballocator_stats.a
; tensorflow \ stream_executor \ libplugin.a
; tensorflow \ stream_executor \ libplatform.a
; tensorflow \ stream_executor \ platform \ default \ libdso_loader.a
; tensorflow \ stream_executor \ cuda \ libcuda_stub.a
; tensorflow \ stream_executor \ cuda \ libcudart_stub.a
; tensorflow \ stream_executor \ rocm \ librocm_platform_id.a
; tensorflow \ stream_executorhost \ libhost_platform_id.a
; tensorflow \ stream_executor \ libmulti_platform_manager.a
; tensorflow \ stream_executor \ libexecutor_cache.a
; tensorflow \ stream_executor \ libdnn.a
; tensorflow \ stream_executor \ libblas.a
; tensorflow \ stream_executor \ libplugin_registry.a
; tensorflow \ stream_executor \ libkernel_spec.a
; tensorflow \ stream_executor \ libkernel.a
; tensorflow \ stream_executor \ libdevice_description.a
; tensorflow \ stream_executor \ libstream_executor_internal.a
; tensorflow \ stream_executor \ libtimer.a
; tensorflow \ stream_executor \ libtemporary_device_memory.a
; tensorflow \ stream_executor \ libtemporary_memory_manager.a
; tensorflow \ stream_executor \ librng.a
; tensorflow \ stream_executor \ libevent.a
; tensorflow \ stream_executor \ libstream_executor_pimpl.a
; tensorflow \ stream_executorhost \ libhost_timer.a
; tensorflow \ stream_executorhost \ libhost_stream.a
; tensorflow \ stream_executorhost \ libhost_gpu_executor.lo
; tensorflow \ stream_executorhost \ libhost_platform.lo
; tensorflow \ stream_executor \ cuda \ libcuda_platform_id.a
; tensorflow \ stream_executor \ libscratch_allocator.a
; external \ com_google_absl \ absl \ debugging \ libleak_check.a
; tensorflow \ stream_executor \ cuda \ libcuda_diagnostics.a
; tensorflow \ stream_executor \ cuda \ libcuda_driver.a
; tensorflow \ core \ platform \ default \ libcuda_libdevice_path.a
; tensorflow \ stream_executor \ gpu \ libasm_compiler.a
; tensorflow \ core \ profiler \ internal \ libtraceme_recorder_impl.lo
; external \ llvm-project \ llvm \ libdemangle.a
; external \ llvm-project \ llvm \ libsupport.a
; external \ llvm-project \ llvm \ libbitstream_reader.a
; external \ llvm-project \ llvm \ libremarks.a
; external \ llvm-project \ llvm \ libbinary_format.a
; external \ llvm-project \ llvm \ libcore.a
; external \ llvm-project \ llvm \ libprofile_data.a
; external \ llvm-project \ llvm \ libtext_api.a
; external \ llvm-project \ llvm \ libdebug_info_msf.a
; external \ llvm-project \ llvm \ libdebug_info_code_view.a
; external \ llvm-project \ llvm \ libmc.a
; external \ llvm-project \ llvm \ libmc_parser.a
; external \ llvm-project \ llvm \ libbit_reader.a
; external \ llvm-project \ llvm \ libobject.a
; external \ llvm-project \ llvm \ libanalysis.a
; external \ llvm-project \ llvm \ libtransform_utils.a
; external \ llvm-project \ llvm \ libtarget.a
; tensorflow \ compiler \ xla \ libxla_data_proto_cc_impl.lo
; tensorflow \ compiler \ xla \ service \ libhlo_proto_cc_impl.lo
; tensorflow \ compiler \ xla \ libxla_proto_cc_impl.lo
; tensorflow \ compiler \ xla \ libstatus_macros.a
; tensorflow \ compiler \ xla \ libutil.a
; tensorflow \ compiler \ xla \ libprotobuf_util.a
; tensorflow \ compiler \ xla \ libshape_util.a
; tensorflow \ compiler \ xla \ libshape_layout.a
; external \ com_google_absl \ absl \ flags \ libmarshalling.a
; external \ com_google_absl \ absl \ flags \ libinternal.a
; external \ com_google_absl \ absl \ flags \ libconfig.a
; external \ com_google_absl \ absl \ flags \ libhandle.a
; external \ com_google_absl \ absl \ flags \ libregistry.a
; external \ com_google_absl \ absl \ flags \ libflag.a
; tensorflow \ compiler \ xla \ libarray.a
; tensorflow \ compiler \ xla \ libliteral.a
; tensorflow \ compiler \ xla \ service \ libcomputation_placer.lo
; tensorflow \ compiler \ xla \ service \ libcomputation_layout.a
; tensorflow \ compiler \ xla \ service \ libhlo_module_config.a
; tensorflow \ compiler \ xla \ service \ cpu \ libcpu_options.a
; tensorflow \ compiler \ xla \ service \ libname_uniquer.a
; tensorflow \ core \ platform \ default \ libhuman_readable_json.a
; tensorflow \ compiler \ xla \ libwindow_util.a
; tensorflow \ compiler \ xla \ libliteral_util.a
; tensorflow \ compiler \ xla \ libcomparison_util.a
; tensorflow \ compiler \ xla \ service \ libhlo.a
; tensorflow \ compiler \ xla \ service \ libshape_inference.a
; tensorflow \ compiler \ xla \ service \ libhlo_module_group.a
; tensorflow \ compiler \ xla \ service \ libhlo_verifier.a
; tensorflow \ compiler \ xla \ service \ libbuffer_value.a
; tensorflow \ compiler \ xla \ service \ liblogical_buffer.a
; tensorflow \ compiler \ xla \ service \ liblogical_buffer_analysis.a
; tensorflow \ compiler \ xla \ service \ libhlo_value.a
; tensorflow \ compiler \ xla \ service \ libcall_graph.a
; tensorflow \ compiler \ xla \ service \ libhlo_dataflow_analysis.a
; tensorflow \ compiler \ xla \ service \ libtuple_points_to_analysis.a
; tensorflow \ compiler \ jit \ libcommon.a
; tensorflow \ core \ framework \ libtensor_shape.lo
; tensorflow \ core \ framework \ libresource_handle.lo
; tensorflow \ core \ framework \ libbfloat16.lo
; tensorflow \ core \ framework \ liballocator_registry_impl.lo
; tensorflow \ core \ framework \ liballocator.lo
; tensorflow \ core \ framework \ libtensor.lo
; tensorflow \ core \ util \ libtensor_format.a
; tensorflow \ core \ util \ libstats_calculator_portable.a
; tensorflow \ core \ util \ libport.lo
; tensorflow \ core \ util \ libpadding.a
; tensorflow \ core \ util \ libeinsum_op_util.a
; tensorflow \ core \ profiler \ internal \ libannotation_stack_impl.lo
; tensorflow \ core \ framework \ libattr_value_proto_text.lo
; tensorflow \ core \ framework \ libattr_value_util.a
; tensorflow \ core \ framework \ libop_def_util.a
; tensorflow \ core \ framework \ libnode_def_util.a
; tensorflow \ core \ framework \ libshape_inference.a
; tensorflow \ core \ framework \ libop_def_builder.a
; tensorflow \ core \ framework \ libop.a
; tensorflow \ core \ framework \ libnode_properties.a
; tensorflow \ core \ framework \ libcommon_shape_fns.a
; tensorflow \ core \ util \ libversion_info.lo
; tensorflow \ core \ example \ libfeature_util.lo
; tensorflow \ core \ libframework_internal_impl.lo
; tensorflow \ compiler \ xla \ libparse_flags_from_env.a
; tensorflow \ compiler \ xla \ libdebug_options_flags.a
; tensorflow \ compiler \ xla \ service \ libhlo_cost_analysis.a
; tensorflow \ compiler \ xla \ service \ libhlo_reachability.a
; tensorflow \ compiler \ xla \ service \ libhlo_ordering.a
; tensorflow \ compiler \ xla \ service \ libhlo_buffer.a
; tensorflow \ compiler \ xla \ service \ libhlo_alias_analysis.a
; tensorflow \ compiler \ xla \ service \ libhlo_live_range.a
; tensorflow \ compiler \ xla \ service \ libheap_simulator.a
; tensorflow \ compiler \ xla \ service \ libmemory_space_assignment.a
; tensorflow \ compiler \ xla \ service \ libbuffer_assignment.a
; tensorflow \ compiler \ xla \ service \ libhlo_proto_util.a
; tensorflow \ compiler \ xla \ libmetric_table_report.a
; tensorflow \ compiler \ xla \ service \ libhuman_readable_profile_builder.a
; tensorflow \ compiler \ xla \ service \ libhlo_profile_printer_data_cc_impl.lo
; tensorflow \ compiler \ xla \ service \ libhlo_profile_printer.a
; tensorflow \ compiler \ xla \ service \ libhlo_execution_profile_data_cc_impl.lo
; tensorflow \ compiler \ xla \ service \ libhlo_execution_profile.a
; tensorflow \ compiler \ xla \ service \ libhlo_graph_dumper.lo
; tensorflow \ compiler \ xla \ service \ libdump.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libllvm_util.a
; external \ llvm-project \ llvm \ libinst_combine.a
; external \ llvm-project \ llvm \ libaggressive_inst_combine.a
; external \ llvm-project \ llvm \ libscalar.a
; external \ llvm-project \ llvm \ libobjc_arc.a
; external \ llvm-project \ llvm \ libvectorize.a
; external \ llvm-project \ llvm \ libinstrumentation.a
; external \ llvm-project \ llvm \ libbit_writer.a
; external \ llvm-project \ llvm \ libcode_gen.a
; external \ llvm-project \ llvm \ libselection_dag.a
; external \ llvm-project \ llvm \ libnvptx_info.a
; external \ llvm-project \ llvm \ libnvptx_desc.a
; external \ llvm-project \ llvm \ liblinker.a
; external \ llvm-project \ llvm \ libasm_parser.a
; external \ llvm-project \ llvm \ libir_reader.a
; external \ llvm-project \ llvm \ libfrontend_open_mp.a
; external \ llvm-project \ llvm \ libipo.a
; external \ llvm-project \ llvm \ libdebug_info_dwarf.a
; external \ llvm-project \ llvm \ libasm_printer.a
; external \ llvm-project \ llvm \ libnvptx_code_gen.a
; external \ llvm-project \ llvm \ libmir_parser.a
; external \ llvm-project \ llvm \ libglobal_i_sel.a
; external \ llvm-project \ llvm \ libamdgpu_utils.a
; external \ llvm-project \ llvm \ libamdgpu_info.a
; external \ llvm-project \ llvm \ libamdgpu_desc.a
; external \ llvm-project \ llvm \ libamdgpu_code_gen.a
; tensorflow \ compiler \ xla \ service \ gpu \ llvm_gpu_backend \ libllvm_gpu_backend.a
; tensorflow \ compiler \ xla \ service \ libtuple_simplifier.a
; tensorflow \ compiler \ xla \ libexecutable_run_options.a
; tensorflow \ compiler \ xla \ service \ libstream_pool.a
; tensorflow \ compiler \ xla \ service \ libshape_buffer.a
; tensorflow \ compiler \ xla \ service \ libmaybe_owning_device_memory.a
; tensorflow \ compiler \ xla \ service \ libexecutable.a
; tensorflow \ compiler \ xla \ service \ libcompiler.a
; tensorflow \ compiler \ xla \ service \ libllvm_compiler.a
; tensorflow \ compiler \ xla \ service \ libcompilation_stats.a
; tensorflow \ compiler \ xla \ service \ libhlo_pass_pipeline.a
; tensorflow \ compiler \ xla \ service \ libhlo_domain_map.a
; tensorflow \ compiler \ xla \ service \ libhlo_cse.a
; tensorflow \ compiler \ xla \ service \ libhlo_query.a
; external \ mkl_dnn \ libmkldnn_single_threaded.a
; tensorflow \ core \ kernels \ libeigen_contraction_kernel_with_mkl.a
; tensorflow \ compiler \ xla \ service \ cpu \ libruntime_single_threaded_matmul.a
; tensorflow \ compiler \ xla \ service \ libtuple_util.a
; tensorflow \ compiler \ xla \ client \ libxla_computation.a
; tensorflow \ compiler \ xla \ libexecution_options_util.a
; tensorflow \ compiler \ xla \ client \ libsharding_builder.a
; tensorflow \ compiler \ xla \ client \ libpadding.a
; tensorflow \ compiler \ xla \ client \ libxla_builder.a
; tensorflow \ compiler \ xla \ client \ lib \ libconstants.a
; tensorflow \ compiler \ xla \ client \ lib \ libcomparators.a
; tensorflow \ compiler \ xla \ service \ libhlo_creation_utils.a
; tensorflow \ compiler \ xla \ service \ libhlo_dce.a
; tensorflow \ compiler \ xla \ service \ libcall_inliner.a
; tensorflow \ compiler \ xla \ service \ libwhile_util.a
; tensorflow \ compiler \ xla \ service \ libdynamic_dimension_inference.a
; tensorflow \ compiler \ xla \ service \ libhlo_evaluator.a
; tensorflow \ compiler \ xla \ service \ libhlo_constant_folding.a
; tensorflow \ compiler \ xla \ service \ libalgebraic_simplifier.a
; tensorflow \ compiler \ xla \ service \ gpu \ libstream_executor_util.a
; tensorflow \ compiler \ xla \ service \ gpu \ libtarget_util.a
; tensorflow \ compiler \ xla \ service \ gpu \ libbackend_configs_cc_impl.lo
; tensorflow \ compiler \ xla \ service \ gpu \ libir_emission_utils.a
; tensorflow \ compiler \ xla \ service \ liblayout_assignment.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_layout_assignment.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_conv_rewriter.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_conv_padding_legalization.a
; tensorflow \ compiler \ xla \ service \ libzero_sized_hlo_elimination.a
; tensorflow \ compiler \ xla \ service \ libwhile_loop_analysis.a
; tensorflow \ compiler \ xla \ service \ libwhile_loop_trip_count_annotator.a
; tensorflow \ compiler \ xla \ service \ libwhile_loop_simplifier.a
; tensorflow \ compiler \ xla \ service \ libwhile_loop_constant_sinking.a
; tensorflow \ compiler \ xla \ service \ libtranspose_folding.a
; tensorflow \ compiler \ xla \ service \ libop_expander_pass.a
; tensorflow \ compiler \ xla \ service \ libstable_sort_expander.a
; tensorflow \ compiler \ xla \ service \ libsort_simplifier.a
; tensorflow \ compiler \ xla \ service \ libslow_operation_alarm.a
; tensorflow \ compiler \ xla \ service \ libslice_sinker.a
; tensorflow \ compiler \ xla \ client \ lib \ libloops.a
; tensorflow \ compiler \ xla \ client \ lib \ libarithmetic.a
; tensorflow \ compiler \ xla \ client \ lib \ libmath.a
; tensorflow \ compiler \ xla \ client \ lib \ libprng.a
; tensorflow \ compiler \ xla \ service \ librng_expander.a
; tensorflow \ compiler \ xla \ service \ librng_bit_generator_expander.a
; tensorflow \ compiler \ xla \ service \ libreshape_mover.a
; tensorflow \ compiler \ xla \ service \ libhlo_subcomputation_unification.a
; tensorflow \ compiler \ xla \ service \ libhlo_get_dimension_size_rewriter.a
; tensorflow \ compiler \ xla \ service \ libhlo_element_type_converter.a
; tensorflow \ compiler \ xla \ service \ libflatten_call_graph.a
; tensorflow \ compiler \ xla \ service \ libdynamic_index_splitter.a
; tensorflow \ compiler \ xla \ service \ libdot_decomposer.a
; tensorflow \ compiler \ xla \ service \ libdepthwise_convolution_converter.a
; tensorflow \ compiler \ xla \ service \ libconvolution_group_converter.a
; tensorflow \ compiler \ xla \ service \ libconvolution_4d_expander.a
; tensorflow \ compiler \ xla \ service \ libconditional_simplifier.a
; tensorflow \ compiler \ xla \ service \ libbatchnorm_expander.a
; tensorflow \ compiler \ xla \ service \ liball_reduce_combiner.a
; tensorflow \ compiler \ xla \ service \ gpu \ libvariadic_op_splitter.a
; tensorflow \ compiler \ xla \ service \ gpu \ libtree_reduction_rewriter.a
; tensorflow \ compiler \ xla \ service \ gpu \ libstream_assignment.a
; tensorflow \ compiler \ xla \ service \ gpu \ libreduction_layout_normalizer.a
; tensorflow \ compiler \ xla \ service \ gpu \ libreduction_dimension_grouper.a
; tensorflow \ compiler \ xla \ service \ gpu \ libreduction_degenerate_dim_remover.a
; tensorflow \ compiler \ xla \ service \ gpu \ libpartition_assignment.a
; tensorflow \ compiler \ xla \ service \ libmulti_output_fusion.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libir_array.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libllvm_loop.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libloop_emitter.a
; tensorflow \ compiler \ xla \ service \ libelemental_ir_emitter.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libtuple_ops.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libfused_ir_emitter.a
; tensorflow \ compiler \ xla \ service \ libinstruction_fusion.a
; tensorflow \ compiler \ xla \ service \ libfusion_node_indexing_evaluation.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_fusible.a
; tensorflow \ compiler \ xla \ service \ gpu \ libinstruction_fusion.a
; tensorflow \ compiler \ xla \ service \ gpu \ libmulti_output_fusion.a
; tensorflow \ compiler \ xla \ service \ gpu \ libparallel_loop_emitter.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libkernel_support_library.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libsort_util.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libdynamic_update_slice_util.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libbuffer_assignment_util.a
; tensorflow \ compiler \ xla \ service \ libcustom_call_target_registry.a
; tensorflow \ compiler \ xla \ service \ gpu \ libhlo_execution_profiler.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_executable_run_options.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_constants.a
; tensorflow \ compiler \ xla \ service \ gpu \ libbuffer_allocations.a
; tensorflow \ compiler \ xla \ service \ gpu \ libthunk.a
; tensorflow \ stream_executor \ gpu \ libgpu_stream.a
; tensorflow \ stream_executor \ gpu \ libgpu_timer.a
; tensorflow \ stream_executor \ cuda \ libcuda_kernel.a
; tensorflow \ stream_executor \ gpu \ libgpu_event.a
; tensorflow \ stream_executor \ cuda \ libcuda_event.a
; tensorflow \ stream_executor \ gpu \ libgpu_activation.a
; tensorflow \ stream_executor \ cuda \ libcuda_gpu_executor.lo
; tensorflow \ compiler \ xla \ service \ libcollective_ops_utils.a
; tensorflow \ compiler \ xla \ service \ gpu \ libnccl_all_reduce_thunk.a
; tensorflow \ compiler \ xla \ service \ libtransfer_manager.a
; tensorflow \ compiler \ xla \ service \ gpu \ liboutfeed_manager.a
; tensorflow \ compiler \ xla \ service \ gpu \ libinfeed_manager.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_debug_info_manager.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_conv_runner.a
; tensorflow \ compiler \ xla \ service \ gpu \ libcudnn_batchnorm_runner.a
; tensorflow \ stream_executor \ cuda \ libcusolver_stub.a
; tensorflow \ compiler \ xla \ service \ gpu \ libcusolver_context.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_executable.a
; tensorflow \ compiler \ xla \ service \ gpu \ libthunk_emitter.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libalias_analysis.a
; tensorflow \ compiler \ xla \ service \ gpu \ libhlo_to_ir_bindings.a
; tensorflow \ compiler \ xla \ service \ llvm_ir \ libmath_ops.a
; tensorflow \ compiler \ xla \ service \ gpu \ libelemental_ir_emitter.a
; tensorflow \ compiler \ xla \ service \ gpu \ libir_emitter.a
; tensorflow \ compiler \ xla \ service \ gpu \ libhorizontal_fusion.a
; tensorflow \ compiler \ xla \ service \ libscatter_expander.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_scatter_expander.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_sanitize_constant_names.a
; tensorflow \ compiler \ xla \ service \ libhlo_memory_scheduler.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_hlo_schedule.a
; tensorflow \ compiler \ xla \ service \ libcopy_insertion.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_copy_insertion.a
; tensorflow \ stream_executor \ gpu \ libredzone_allocator.a
; tensorflow \ compiler \ xla \ service \ gpu \ libbuffer_comparator.a
; tensorflow \ core \ util \ proto \ libproto_utils.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_autotuning_proto_cc_impl.lo
; tensorflow \ compiler \ xla \ service \ gpu \ libhlo_algorithm_blacklist.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_conv_algorithm_picker.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgemm_rewriter.a
; tensorflow \ compiler \ xla \ service \ gpu \ libfusion_merger.a
; tensorflow \ compiler \ xla \ service \ gpu \ libcudnn_pad_for_convolutions.a
; tensorflow \ compiler \ xla \ service \ gpu \ libcudnn_batchnorm_rewriter.a
; tensorflow \ compiler \ xla \ service \ gpu \ libalias_passthrough_params.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_compiler.a
; tensorflow \ compiler \ xla \ service \ gpu \ libgemm_algorithm_picker.a
; tensorflow \ compiler \ xla \ service \ gpu \ libcusolver_rewriter.a
; tensorflow \ compiler \ xla \ service \ gpu \ libcudnn_fused_conv_rewriter.a
; tensorflow \ compiler \ xla \ service \ gpu \ libcublas_gemm_pad_for_tensor_cores.a
; tensorflow \ compiler \ xla \ service \ gpu \ libnvptx_compiler_impl.a
; tensorflow \ compiler \ xla \ service \ gpu \ libnvptx_compiler.lo
; tensorflow \ compiler \ xla \ service \ libgeneric_transfer_manager.lo
; tensorflow \ compiler \ xla \ service \ gpu \ libgpu_transfer_manager.lo
; tensorflow \ compiler \ xla \ service \ libplatform_util.a
; tensorflow \ compiler \ xla \ service \ libbackend.a
; tensorflow \ compiler \ xla \ service \ libexecution_tracker.a
; tensorflow \ compiler \ xla \ service \ libcompilation_cache.a
; tensorflow \ compiler \ xla \ service \ libchannel_tracker.a
; tensorflow \ compiler \ xla \ service \ liballocation_tracker.a
; tensorflow \ compiler \ xla \ service \ libservice.lo
; tensorflow \ stream_executor \ cuda \ libcurand_stub.a
; tensorflow \ stream_executor \ cuda \ libcurand_plugin.lo
; tensorflow \ stream_executor \ cuda \ libcufft_stub.a
; tensorflow \ stream_executor \ cuda \ libcufft_plugin.lo
; tensorflow \ stream_executor \ cuda \ libcudnn_stub.a
; tensorflow \ stream_executor \ cuda \ libcudnn_version.a
; tensorflow \ stream_executor \ cuda \ libcudnn_plugin.lo
; tensorflow \ stream_executor \ cuda \ libcuda_platform.lo
; tensorflow \ stream_executor \ cuda \ libcublas_stub.a
; tensorflow \ stream_executor \ cuda \ libcublas_plugin.lo
; tensorflow \ core \ libgpu_lib.a
; tensorflow \ core \ liblogging_ops_op_lib.lo
; tensorflow \ core \ libarray_ops_op_lib.lo
; tensorflow \ compiler \ mlir \ tensorflow \ libmlir_passthrough_op.lo
; tensorflow \ c \ libtf_status.a
; tensorflow \ c \ libtf_datatype.lo
; tensorflow \ c \ libtf_status_helper.a
; tensorflow \ c \ libtf_tensor.a
; tensorflow \ c \ libops.lo
; tensorflow \ c \ kernels \ libbitcast_op_lib.lo
; tensorflow \ core \ libword2vec_ops.lo
; tensorflow \ core \ libuser_ops_op_lib.lo
; tensorflow \ core \ libtraining_ops_op_lib.lo
; tensorflow \ core \ protobuf \ tpu \ libtpu_embedding_output_layout_proto_cc_impl.lo
; tensorflow \ core \ protobuf \ tpu \ liboptimization_parameters_proto_cc_impl.lo
; tensorflow \ core \ protobuf \ tpu \ libtpu_embedding_configuration_proto_cc_impl.lo
; tensorflow \ core \ tpu \ libtpu_embedding_output_layout_utils.a
; tensorflow \ core \ tpu \ libtpu_embedding_optimization_parameters_utils.a
; tensorflow \ core \ libtpu_replication_ops_op_lib.lo
; tensorflow \ core \ libtpu_ordinal_selector_ops_op_lib.lo
; tensorflow \ core \ libtpu_outfeed_ops_op_lib.lo
; tensorflow \ core \ libtpu_infeed_ops_op_lib.lo
; tensorflow \ core \ libtpu_host_compute_ops_op_lib.lo
; tensorflow \ core \ libtpu_heartbeat_ops_op_lib.lo
; tensorflow \ core \ libtpu_functional_ops_op_lib.lo
; tensorflow \ core \ libtpu_embedding_ops_op_lib.lo
; tensorflow \ core \ libtpu_cross_replica_ops_op_lib.lo
; tensorflow \ core \ libtpu_configuration_ops_op_lib.lo
; tensorflow \ core \ libstring_ops_op_lib.lo
; tensorflow \ core \ libstateless_random_ops_op_lib.lo
; tensorflow \ core \ libstate_ops_op_lib.lo
; tensorflow \ core \ libspectral_ops_op_lib.lo
; tensorflow \ core \ libsummary_ops_op_lib.lo
; tensorflow \ core \ libsparse_ops_op_lib.lo
; tensorflow \ core \ libsparse_csr_matrix_ops_op_lib.lo
; tensorflow \ core \ libset_ops_op_lib.lo
; tensorflow \ core \ libsendrecv_ops_op_lib.lo
; tensorflow \ core \ libsdca_ops_op_lib.lo
; tensorflow \ core \ libscript_ops_op_lib.lo
; tensorflow \ core \ libscoped_allocator_ops_op_lib.lo
; tensorflow \ core \ librpc_ops_op_lib.lo
; tensorflow \ core \ libresource_variable_ops_op_lib.lo
; tensorflow \ core \ libremote_fused_graph_ops_op_lib.lo
; tensorflow \ core \ libstateful_random_ops_op_lib.lo
; tensorflow \ core \ libspecial_math_ops_op_lib.lo
; tensorflow \ core \ librnn_ops_op_lib.lo
; tensorflow \ core \ librandom_ops_op_lib.lo
; tensorflow \ core \ libragged_to_dense_util.a
; tensorflow \ core \ libragged_math_ops_op_lib.lo
; tensorflow \ core \ libragged_conversion_ops_op_lib.lo
; tensorflow \ core \ libragged_array_ops_op_lib.lo
; tensorflow \ core \ libparsing_ops_op_lib.lo
; tensorflow \ core \ libno_op_op_lib.lo
; tensorflow \ core \ libnn_ops_op_lib.lo
; tensorflow \ core \ libnccl_ops_op_lib.lo
; tensorflow \ core \ libmath_ops_op_lib.lo
; tensorflow \ core \ libmanip_ops_op_lib.lo
; tensorflow \ core \ liblookup_ops_op_lib.lo
; tensorflow \ core \ liblist_ops_op_lib.lo
; tensorflow \ core \ liblinalg_ops_op_lib.lo
; tensorflow \ core \ libio_ops_op_lib.lo
; tensorflow \ core \ libimage_ops_op_lib.lo
; tensorflow \ core \ libfunctional_ops_op_lib.lo
; tensorflow \ core \ libfunction_ops_op_lib.lo
; tensorflow \ core \ libexperimental_dataset_ops_op_lib.lo
; tensorflow \ core \ libencode_proto_ops_op_lib.lo
; tensorflow \ core \ libdecode_proto_ops_op_lib.lo
; tensorflow \ core \ libdebug_ops_op_lib.lo
; tensorflow \ core \ libdataset_ops_op_lib.lo
; tensorflow \ core \ libdata_flow_ops_op_lib.lo
; tensorflow \ core \ libcudnn_rnn_ops_op_lib.lo
; tensorflow \ core \ libctc_ops_op_lib.lo
; tensorflow \ core \ libcontrol_flow_ops_op_lib.lo
; tensorflow \ core \ libcollective_ops_op_lib.lo
; tensorflow \ core \ libclustering_ops_op_lib.lo
; tensorflow \ core \ libcheckpoint_ops_op_lib.lo
; tensorflow \ core \ libcandidate_sampling_ops_op_lib.lo
; tensorflow \ core \ libtensor_forest_ops_op_lib.lo
; tensorflow \ core \ libboosted_trees_ops_op_lib.lo
; tensorflow \ core \ libbitwise_ops_op_lib.lo
; tensorflow \ core \ libbatch_ops_op_lib.lo
; tensorflow \ core \ libaudio_ops_op_lib.lo
; tensorflow \ core \ kernels \ libsendrecv_ops.lo
; tensorflow \ core \ kernels \ libno_op.lo
; tensorflow \ core \ libfunctional_grad.lo
; tensorflow \ core \ libgraph.a
; tensorflow \ core \ grappler \ libutils.a
; tensorflow \ core \ grappler \ libop_types.a
; tensorflow \ core \ grappler \ utils \ libtransitive_fanin.a
; tensorflow \ core \ grappler \ libgrappler_item.a
; tensorflow \ core \ libcore_cpu_base_no_ops.a
; tensorflow \ core \ grappler \ utils \ libfunctions.a
; tensorflow \ core \ libbfc_allocator.a
; tensorflow \ core \ libcore_cpu_impl.lo
; tensorflow \ core \ grappler \ libgraph_view.a
; tensorflow \ core \ grappler \ libgraph_topology_view.a
; tensorflow \ core \ grappler \ utils \ libtopological_sort.a
; tensorflow \ core \ grappler \ verifiers \ libstructure_verifier.a
; tensorflow \ core \ grappler \ utils \ libtpu.a
; tensorflow \ core \ grappler \ utils \ libcolocation.a
; tensorflow \ core \ grappler \ utils \ libcanonicalizer.a
; tensorflow \ core \ libgpu_id_impl.a
; tensorflow \ core \ grappler \ clusters \ libutils.a
; tensorflow \ core \ grappler \ clusters \ libcluster.a
; tensorflow \ core \ libgpu_init_impl.lo
; tensorflow \ core \ grappler \ libdevices.a
; tensorflow \ core \ grappler \ costs \ libvirtual_placer.a
; tensorflow \ core \ grappler \ costs \ libcost_estimator.a
; tensorflow \ core \ grappler \ costs \ libutils.a
; tensorflow \ core \ grappler \ optimizers \ libevaluation_utils.a
; tensorflow \ core \ grappler \ libmutable_graph_view.a
; tensorflow \ core \ grappler \ costs \ libgraph_properties.a
; tensorflow \ core \ grappler \ costs \ libvirtual_scheduler.a
; tensorflow \ core \ grappler \ costs \ libop_level_cost_estimator.a
;％（AdditionalDependencies）

C：\ Users \ Administrator \ dev \ attempt6 \ tensorflow \ bazel-out \ x64_windows-opt \ bin;％（AdditionalLibraryDirectories）

`` `

samhodge 2020年06月17日

👍2 🚀1 ❤1 🎉1

全てのコメント140件

したがって、明らかにこれはコンパイルとリンクの問題であり、これらの属性は同じprotobufメッセージの一部です。

https://github.com/tensorflow/tensorflow/blob/r1.12/tensorflow/core/protobuf/config.proto

したがって、それらがアドレス指定するシンボルは同じ名前になります。

これは

？ fixed_address_empty_string @ internal @ protobuf @ google @@ 3V ？ $ ExplicitlyConstructed @ V？ $ basic_string @ DU？ $ char_traits @ D @ std @@ V ？ $ allocator @ D @ 2 @@ std @@@ 123 @ A

コンパイルプロセスで、上記の.ccファイルのメッセージと同じprotobufシンボルの異なるメモリアドレスをアドレス指定するにはどうすればよいですか。

samhodge 2020年05月12日

同様の問題について言及する：
https://github.com/tensorflow/tensorflow/issues/23542

kognat-docs 2020年05月13日

上記のこのconfig.protoファイルのオブジェクトファイルはどこにありますか

私は見つけることができました

bazel-bin/tensorflow/core/_objs/master_proto_cc/master.pb.o

tensorflow.dllからシンボルを公開するのではなく、それに対してリンクを試みることができます

しかし、私はまだそのファイルからシンボルダンプを実行して、

?fixed_address_empty_string@internal@protobuf@google@@3v?$ExplicitlyConstructed@V?$basic_string@DU?$char_traits@D@std@@v?$allocator@D@2@@std@@@123@Aがあります。

kognat-docs 2020年05月13日

ここに希望の別の兆候があります：

https://github.com/tensorflow/tensorflow/issues/23542#issuecomment -523826053

kognat-docs 2020年05月13日

@ ttdd11 @Steroes @ZhuoranLyu @ brantl @ sitting-以前この問題の近くにいたアヒルに言及します。

kognat-docs 2020年05月13日

OKここにあります

私の継続的インテグレーションテストから

101 $ cl -nologo -EHsc -GR -Zc:forScope -Zc:wchar_t  .\main.cpp .\tensorflow-r1.12\bazel-bin\tensorflow\tensorflow_cc.lib .\tensorflow-r1.12\bazel-bin\tensorflow\tensorflow_framework.lib .\protobuf-3.6.0\lib\libprotobuf.lib  /I.\abseil-cpp-kognat\include /I.\eigen-fd6845384b86\include /I.\eigen-fd6845384b86\include\eigen3 /I.\protobuf-3.6.0\include /I.\tensorflow-r1.12 /I.\tensorflow-r1.12\bazel-genfiles;
102 main.cpp
103 $ Set-Item -Path Env:Path -Value ("C:\Program Files (x86)\Microsoft Visual Studio 14.0\Common7\IDE\CommonExtensions\Microsoft\TestWindow;C:\Program Files (x86)\MSBuild\14.0\bin\amd64;C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\BIN\amd64;C:\Windows\Microsoft.NET\Framework64\v4.0.30319;C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\VCPackages;C:\Program Files (x86)\Microsoft Visual Studio 14.0\Common7\IDE;C:\Program Files (x86)\Microsoft Visual Studio 14.0\Common7\Tools;C:\Program Files (x86)\HTML Help Workshop;C:\Program Files (x86)\Microsoft Visual Studio 14.0\Team Tools\Performance Tools\x64;C:\Program Files (x86)\Microsoft Visual Studio 14.0\Team Tools\Performance Tools;C:\Program Files (x86)\Windows Kits\10\bin\x64;C:\Program Files (x86)\Windows Kits\10\bin\x86;C:\Program Files (x86)\Microsoft SDKs\Windows\v10.0A\bin\NETFX 4.6.1 Tools\x64\;C:\Perl64\site\bin;C:\Perl64\bin;C:\ProgramData\Anaconda3;C:\ProgramData\Anaconda3\Library\mingw-w64\bin;C:\ProgramData\Anaconda3\Library\usr\bin;C:\ProgramData\Anaconda3\Library\bin;C:\ProgramData\Anaconda3\Scripts;C:\Windows\system32;C:\Windows;C:\Windows\System32\Wbem;C:\Windows\System32\WindowsPowerShell\v1.0\;C:\Windows\System32\OpenSSH\;C:\Program Files (x86)\NVIDIA Corporation\PhysX\Common;C:\Program Files (x86)\Kognat\shared_libraries;C:\Users\Sam Hodge\.dnx\bin;C:\Program Files\Microsoft DNX\Dnvm\;C:\Program Files\Microsoft SQL Server\130\Tools\Binn\;C:\Program Files (x86)\Windows Kits\10\Windows Performance Toolkit\;C:\Program Files\Git\cmd;C:\Program Files (x86)\Bazel;C:\Program Files\CMake\bin;C:\Program Files\Git LFS;C:\Program Files\7-Zip;C:\Program Files (x86)\GnuWin32\bin;C:\Program Files (x86)\wget-1.20.3-win64;C:\Program Files\NASM;C:\msys64\mingw64\bin;C:\msys64\usr\bin;C:\msys64\clang64\bin;C:\Users\Sam Hodge\AppData\Local\Microsoft\WindowsApps;.\protobuf-3.6.0\bin;.\tensorflow-r1.12\bazel-bin\tensorflow;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\extras\CUPTI\libx64;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\cudnn-9.2-windows10-x64-v7.5.0.56\cuda\bin;")
104 $ .\main.exe
105 allocator_type 0
106 visible_device_list 0
107 address visible_device_list 00007FFE73777BC0
108 address allocator_type 00007FFE73777BC0
109 Job succeeded

これがmain.cppです

include "tensorflow/core/protobuf/control_flow.pb.h"
#include "tensorflow/core/protobuf/config.pb.h"
#include <iostream>

int main() {
  tensorflow::GPUOptions gpu_options;

  gpu_options.set_visible_device_list("0");

  std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl; //print 0
  std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl; //print 0
  std::cout << "address visible_device_list " << static_cast<const void*>((gpu_options.visible_device_list().c_str())) << std::endl; //Where is this damn string
  std::cout << "address allocator_type " << static_cast<const void*>((gpu_options.allocator_type().c_str())) << std::endl; //Where is this damn string

}

今度は、これら2つのことが重なり合わないように、なんとかして動作させることができるかどうかを確認します。

kognat-docs 2020年05月14日

誰かが私にどのように説明できますか

https://github.com/tensorflow/tensorflow/blob/r1.12/tensorflow/core/protobuf/config.proto

同じメモリビットでこれら2つのstd::string.c_str()になりますか？

私はprotobufとbazelのプロセスを特によく理解していません。

kognat-docs 2020年05月14日

config.pb.h config.pb.ccの内容は次のとおりです
config.pb.h.zip
config.pb.cc.zip

.\tensorflow-r1.12\bazel-genfiles\tensorflow\core\protobufで見つかりました

添付の.zipファイル

kognat-docs 2020年05月14日

こちらがcontrol_flow.pb.hとcontrol_flow.pb.ccです。これも.\tensorflow-r1.12\bazel-genfiles\tensorflow\core\protobufからの.zipファイルです。

control_flow.pb.h.zip
control_flow.pb.cc.zip

kognat-docs 2020年05月14日

Linuxで同じコードを使用する静的バージョンのテンソルフローの同じコードは、同じアドレスを共有しません。

samhodge 2020年05月15日

@sanjoy追加情報が必要な場合、私が行うことはすべて、CI環境で繰り返し可能なスクリプトによってトリガーされます。これはルーレットプロセスではなく、繰り返し可能なプロセスです。

samhodge 2020年05月15日

👍1

@gunanこれに取り組んでいる人はいますか？

samhodge 2020年05月19日

新しいバージョンで問題が発生しますか？
1.12は間違いなくサポートウィンドウの外にあります。私は1.15でこれを探求することを試みることができますが、現実的には、マスターまたは2.2が私が最も助けることができるものです。

gunan 2020年05月20日

@gunan

試してみますが、r1.12 +には、サポートしたいレガシーハードウェアよりも新しいハードウェア命令が必要です。AVX、AVX2、SSE4だと思います。

他の人が1.15で報告したと思うクラウドボックスでビルドを実行できるかどうかを確認します。まったく新しいビルドプラットフォームを起動する前に、最初にその参照を見つけることができるかどうかを確認します。

サム

samhodge 2020年05月21日

それを聞いてびっくりしました。ソースからビルドする場合は、高度な命令セットなしでビルドできるはずです。それが発生した場合は、解決のお手伝いをさせていただきます（別の問題を作成できます）

gunan 2020年05月21日

r1.12でも、nasmとOpenSSLの回避策を作成する必要があります。来週中にr1.15でエラーを再現できるかどうかを確認します。

samhodge 2020年05月22日

新しいバージョンで問題が発生しますか？
1.12は間違いなくサポートウィンドウの外にあります。私は1.15でこれを探求することを試みることができますが、現実的には、マスターまたは2.2が私が最も助けることができるものです。

1.15.3でも同じことが起こっています。他の例と同様に、 https ：//github.com/tensorflow/tensorflow/issues/16291#issuecomment -573886148

j-sarge 2020年05月28日

申し訳ありませんが、1.15または1.14でビルドを行う時間がありませんでした。今日、時間が許すかどうかを確認します。

samhodge 2020年06月02日

私は現在から構築しています

https://github.com/tensorflow/tensorflow/commit/00fad90125b18b80fe054de1055770cfb8fe4ba3

問題がそこに存在するかどうかを確認するには：

ツールチェーンは、パッチとbash用のbazelisk Win 64、Anaconda Python 3、MSYS2、CUDA 9.2.1.148 CUDNN 7.0.5.56 Windows 2019 DatacenterEditionを実行しているAWSのT4ボックス上のMSVC2015コミュニティです。

    - $env:buildfolder=Get-Location
    - Start-Sleep -s 3
    - . $Env:buildfolder\buildenv.ps1
    - Start-Sleep -s 3
    - . $Env:buildfolder\build-tf.ps1
    - Start-Sleep -s 1

以下はどこにありますか

buildenv.ps1

pushd 'C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC'    
cmd /c "vcvarsall.bat x64 & set" |
foreach {
  if ($_ -match "=") {
    $v = $_.split("="); set-item -force -path "ENV:\$($v[0])"  -value "$($v[1])"
  }
}
popd
write-host "`nVisual Studio 2015 Command Prompt variables set." -ForegroundColor Yellow

build-tf.ps1

$ENV:USE_BAZEL_VERSION="0.24.1"
$ENV:PYTHON_BIN_PATH=C:\\ProgramData\\Anaconda3\\python.exe
$ENV:Path += ";C:\\msys64\\usr\\bin"
$ENV:Path += ";C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v9.2\\bin"
$ENV:Path += ";C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v9.2\\extras\\CUPTI\\libx64"
$ENV:Path += ";C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\cudnn-9.2-windows10-x64-v7.5.0.56\\cuda\\bin"
$ENV:BAZEL_SH = "C:\\msys64\\usr\\bin\\bash.exe"
$ENV:CUDA_TOOLKIT_PATH="C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v9.2\\"
$ENV:TF_CUDA_VERSION="9.2"
$ENV:CUDNN_INSTALL_PATH="C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\cudnn-9.2-windows10-x64-v7.5.0.56\\cuda"
$ENV:TF_CUDNN_VERSION="7"
$ENV:TF_NCCL_VERSION="1"
$ENV:TF_CUDA_COMPUTE_CAPABILITIES="3.5,3.7,5.0,5.2,6.0,6.1"
$ENV:TF_CUDA_CLANG="0"
$ENV:TF_NEED_CUDA="1"
$ENV:TF_NEED_ROCM="0"
$ENV:TF_NEED_OPENCL_SYCL="0"


$params = "configure.py",""
cmd /c "ECHO Y" | & python.exe <strong i="19">@params</strong> 
bazel.exe clean --expunge
bazel.exe build --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=small,medium --jobs=12 //tensorflow:tensorflow_cc.dll

samhodge 2020年06月02日

これでビルドが正常に完了し、ドライバーをビルドして問題が存在するかどうかを確認します。

samhodge 2020年06月02日

6時間後、結果はr1.14のr1.12と同じになります。

samhodge 2020年06月02日

C:\GitLabRunner\builds\dmyz3-NF\0\sam\tf-mem-overlap>.\main.exe
allocator_type 0
visible_device_list 0
address visible_device_list 00007FFBA38A5C40
address allocator_type 00007FFBA38A5C40

C:\GitLabRunner\builds\dmyz3-NF\0\sam\tf-mem-overlap>

samhodge 2020年06月02日

また

tensorflow_cc.libは、不明な理由でlibtensorflow_cc.dll.ifsoと呼ばれます。

しかし、私はprotobuf 3.7.1と、以前の既存のnsyncとabseil-cppを使用しました。

samhodge 2020年06月02日

からの構築

https://github.com/tensorflow/tensorflow/pull/32503/commits/907a06dfe7533889104a0726d6f12cc9f4669000

これはr1.15.1です

samhodge 2020年06月02日

コンパイルに失敗しました

SET PWD=/proc/self/cwd
3383     SET PYTHON_BIN_PATH=C:/ProgramData/Anaconda3/python.exe
3384     SET PYTHON_LIB_PATH=C:/ProgramData/Anaconda3/lib/site-packages
3385     SET TEMP=C:\Windows\TEMP
3386     SET TF_CONFIGURE_IOS=0
3387     SET TF_CUDA_COMPUTE_CAPABILITIES=3.5,3.7,5.0,5.2,6.0,6.1
3388     SET TF_CUDA_VERSION=9.2
3389     SET TF_CUDNN_VERSION=7
3390     SET TF_NCCL_VERSION=1
3391     SET TF_NEED_CUDA=1
3392     SET TMP=C:\Windows\TEMP
3393   C:/ProgramData/Anaconda3/python.exe -B external/local_config_cuda/crosstool/windows/msvc_wrapper_for_nvcc.py /nologo /DCOMPILER_MSVC /DNOMINMAX /D_WIN32_WINNT=0x0600 /D_CRT_SECURE_NO_DEPRECATE /D_CRT_SECURE_NO_WARNINGS /D_SILENCE_STDEXT_HASH_DEPRECATION_WARNINGS /bigobj /Zm500 /J /Gy /GF /EHsc /wd4351 /wd4291 /wd4250 /wd4996 /I. /Ibazel-out/x64_windows-opt/genfiles /Ibazel-out/x64_windows-opt/bin /Iexternal/com_google_absl /Ibazel-out/x64_windows-opt/genfiles/external/com_google_absl /Ibazel-out/x64_windows-opt/bin/external/com_google_absl /Iexternal/eigen_archive /Ibazel-out/x64_windows-opt/genfiles/external/eigen_archive /Ibazel-out/x64_windows-opt/bin/external/eigen_archive /Iexternal/local_config_sycl /Ibazel-out/x64_windows-opt/genfiles/external/local_config_sycl /Ibazel-out/x64_windows-opt/bin/external/local_config_sycl /Iexternal/nsync /Ibazel-out/x64_windows-opt/genfiles/external/nsync /Ibazel-out/x64_windows-opt/bin/external/nsync /Iexternal/gif_archive /Ibazel-out/x64_windows-opt/genfiles/external/gif_archive /Ibazel-out/x64_windows-opt/bin/external/gif_archive /Iexternal/jpeg /Ibazel-out/x64_windows-opt/genfiles/external/jpeg /Ibazel-out/x64_windows-opt/bin/external/jpeg /Iexternal/com_google_protobuf /Ibazel-out/x64_windows-opt/genfiles/external/com_google_protobuf /Ibazel-out/x64_windows-opt/bin/external/com_google_protobuf /Iexternal/com_googlesource_code_re2 /Ibazel-out/x64_windows-opt/genfiles/external/com_googlesource_code_re2 /Ibazel-out/x64_windows-opt/bin/external/com_googlesource_code_re2 /Iexternal/farmhash_archive /Ibazel-out/x64_windows-opt/genfiles/external/farmhash_archive /Ibazel-out/x64_windows-opt/bin/external/farmhash_archive /Iexternal/fft2d /Ibazel-out/x64_windows-opt/genfiles/external/fft2d /Ibazel-out/x64_windows-opt/bin/external/fft2d /Iexternal/highwayhash /Ibazel-out/x64_windows-opt/genfiles/external/highwayhash /Ibazel-out/x64_windows-opt/bin/external/highwayhash /Iexternal/zlib_archive /Ibazel-out/x64_windows-opt/genfiles/external/zlib_archive /Ibazel-out/x64_windows-opt/bin/external/zlib_archive /Iexternal/double_conversion /Ibazel-out/x64_windows-opt/genfiles/external/double_conversion /Ibazel-out/x64_windows-opt/bin/external/double_conversion /Iexternal/snappy /Ibazel-out/x64_windows-opt/genfiles/external/snappy /Ibazel-out/x64_windows-opt/bin/external/snappy /Iexternal/local_config_cuda /Ibazel-out/x64_windows-opt/genfiles/external/local_config_cuda /Ibazel-out/x64_windows-opt/bin/external/local_config_cuda /Iexternal/local_config_tensorrt /Ibazel-out/x64_windows-opt/genfiles/external/local_config_tensorrt /Ibazel-out/x64_windows-opt/bin/external/local_config_tensorrt /Ibazel-out/x64_windows-opt/bin/external/local_config_cuda/cuda/_virtual_includes/cuda_headers_virtual /Ibazel-out/x64_windows-opt/bin/external/local_config_tensorrt/_virtual_includes/tensorrt_headers /Ibazel-out/x64_windows-opt/bin/external/local_config_cuda/cuda/_virtual_includes/cudnn_header /Ibazel-out/x64_windows-opt/bin/external/local_config_cuda/cuda/_virtual_includes/cublas_headers_virtual /Iexternal/eigen_archive /Ibazel-out/x64_windows-opt/genfiles/external/eigen_archive /Ibazel-out/x64_windows-opt/bin/external/eigen_archive /Iexternal/nsync/public /Ibazel-out/x64_windows-opt/genfiles/external/nsync/public /Ibazel-out/x64_windows-opt/bin/external/nsync/public /Iexternal/gif_archive /Ibazel-out/x64_windows-opt/genfiles/external/gif_archive /Ibazel-out/x64_windows-opt/bin/external/gif_archive /Iexternal/gif_archive/windows /Ibazel-out/x64_windows-opt/genfiles/external/gif_archive/windows /Ibazel-out/x64_windows-opt/bin/external/gif_archive/windows /Iexternal/com_google_protobuf/src /Ibazel-out/x64_windows-opt/genfiles/external/com_google_protobuf/src /Ibazel-out/x64_windows-opt/bin/external/com_google_protobuf/src /Iexternal/farmhash_archive/src /Ibazel-out/x64_windows-opt/genfiles/external/farmhash_archive/src /Ibazel-out/x64_windows-opt/bin/external/farmhash_archive/src /Iexternal/zlib_archive /Ibazel-out/x64_windows-opt/genfiles/external/zlib_archive /Ibazel-out/x64_windows-opt/bin/external/zlib_archive /Iexternal/double_conversion /Ibazel-out/x64_windows-opt/genfiles/external/double_conversion /Ibazel-out/x64_windows-opt/bin/external/double_conversion /Iexternal/local_config_cuda/cuda /Ibazel-out/x64_windows-opt/genfiles/external/local_config_cuda/cuda /Ibazel-out/x64_windows-opt/bin/external/local_config_cuda/cuda /Iexternal/local_config_cuda/cuda/cuda/include /Ibazel-out/x64_windows-opt/genfiles/external/local_config_cuda/cuda/cuda/include /Ibazel-out/x64_windows-opt/bin/external/local_config_cuda/cuda/cuda/include /Iexternal/local_config_cuda/cuda/cublas/include /Ibazel-out/x64_windows-opt/genfiles/external/local_config_cuda/cuda/cublas/include /Ibazel-out/x64_windows-opt/bin/external/local_config_cuda/cuda/cublas/include /D__CLANG_SUPPORT_DYN_ANNOTATION__ /DEIGEN_MPL2_ONLY /DEIGEN_MAX_ALIGN_BYTES=64 /DEIGEN_HAS_TYPE_TRAITS=0 /DTF_USE_SNAPPY /showIncludes /MD /O2 /DNDEBUG -w -DWIN32_LEAN_AND_MEAN -DNOGDI -nvcc_options=disable-warnings /Fobazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/data/_objs/rebatch/rebatch.o /c tensorflow/core/grappler/optimizers/data/rebatch.cc
3394 Execution platform: @bazel_tools//platforms:host_platform
3395 tensorflow/core/grappler/optimizers/data/rebatch.cc(66): fatal error C1001: An internal error has occurred in the compiler.
3396 (compiler file 'msc1.cpp', line 1468)
3397  To work around this problem, try simplifying or changing the program near the locations listed above.
3398 Please choose the Technical Support command on the Visual C++ 
3399  Help menu, or open the Technical Support help file for more information
3400 Internal Compiler Error in C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\bin\amd64\cl.exe.  You will be prompted to send an error report to Microsoft later.
3401 INTERNAL COMPILER ERROR in 'C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\bin\amd64\cl.exe'
3402     Please choose the Technical Support command on the Visual C++
3403     Help menu, or open the Technical Support help file for more information
3404 Target //tensorflow:tensorflow_cc.dll failed to build
3405 INFO: Elapsed time: 818.490s, Critical Path: 626.64s
3406 INFO: 2724 processes: 2724 local.

への唯一の変更

https://github.com/tensorflow/tensorflow/commit/907a06dfe7533889104a0726d6f12cc9f4669000

上記のファイルはr1.14

使用するバゼルバージョンはr1.15には記載されていません

見る：

https://www.tensorflow.org/install/source_windows

bazel 0.26.1でもう一度ホイールを回して、それが改善するかどうかを確認します。

samhodge 2020年06月02日

@gunan

'bazel0.26.1'と同じ

ターゲットを構築する方法について明確な指示を与えることができれば、r1.15のバグをデモンストレーションできてうれしいです。

tensorflow_cc.dll

ドキュメントには、テストされたこのバージョンは含まれていません

bazelバージョンの使用に関するMSVCバージョンに関する推奨事項はありません

サム

samhodge 2020年06月02日

@sanjoy @gunan
これは2019年2月にここで報告されました

https://github.com/tensorflow/tensorflow/issues/23542#issuecomment -464730964

r1.14にはまだ存在しています

バグはr2.2でもまだ存在していると想像できます

他の誰かが私のためにこれを確認できますか？

samhodge 2020年06月02日

ショーでOK

次のようにtensorflow_cc.dllを作成します

48コアと4つのT4Turingカードを備えたAWST4ボックスのPowershell内

以下をインストールした場合

pacman経由のパッチを適用したmsys2
C ++用のMSVC2015 Community Edition
Anaconda Python 3
Win64のバジリスク
CUDAツールキット9.2.1.148
CUDNN 7.0.5.56

git pull https://github.com/tensorflow/tensorflow.git
cd tensorflow
git checkout r2.2
cp ..\build-tf.ps1 .
. .\build-tf.ps1

build-tf.ps1は次のとおりです。

$ENV:USE_BAZEL_VERSION="2.0.0"
$ENV:PYTHON_BIN_PATH="C:\ProgramData\Anaconda3\python.exe"
$ENV:Path += ";C:\msys64\usr\bin"
$ENV:Path += ";C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\bin"
$ENV:Path += ";C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\extras\CUPTI\libx64"
$ENV:Path += ";C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\cudnn-9.2-windows10-x64-v7.5.0.56\cuda\bin"
$ENV:BAZEL_SH = "C:\msys64\usr\bin\bash.exe"
$ENV:CUDA_TOOLKIT_PATH="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\"
$ENV:TF_CUDA_VERSION="9.2"
$ENV:CUDNN_INSTALL_PATH="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\cudnn-9.2-windows10-x64-v7.5.0.56\cuda"
$ENV:TF_CUDNN_VERSION="7"
$ENV:TF_NCCL_VERSION="1"
$ENV:TF_CUDA_COMPUTE_CAPABILITIES="3.5,3.7,5.0,5.2,6.0,6.1"
$ENV:TF_CUDA_CLANG="0"
$ENV:TF_NEED_CUDA="1"
$ENV:TF_NEED_ROCM="0"
$ENV:TF_NEED_OPENCL_SYCL="0"


$params = "configure.py",""
cmd /c "ECHO Y" | & python.exe <strong i="18">@params</strong> 
bazel.exe clean --expunge
bazel.exe build --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=small,medium --jobs=48 //tensorflow:tensorflow_cc.dll

結果を待ち、CMakeを介してabseil、nsync、protobufをビルドして、ドライバーに対してビルドします。

include "tensorflow/core/protobuf/control_flow.pb.h"
#include "tensorflow/core/protobuf/config.pb.h"
#include <iostream>

int main() {
  tensorflow::GPUOptions gpu_options;

  gpu_options.set_visible_device_list("0");

  std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl; //print 0
  std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl; //print 0
  std::cout << "address visible_device_list " << static_cast<const void*>((gpu_options.visible_device_list().c_str())) << std::endl; //Where is this damn string
  std::cout << "address allocator_type " << static_cast<const void*>((gpu_options.allocator_type().c_str())) << std::endl; //Where is this damn string

}

これは次のように構築されます

cl -nologo -EHsc -GR -Zc:forScope -Zc:wchar_t  .\main.cpp .\tensorflow-r2.2\bazel-bin\tensorflow\tensorflow_cc.lib .\tensorflow-r2.2\bazel-bin\tensorflow\tensorflow_framework.lib .\protobuf-3.8.0\lib\libprotobuf.lib  /I.\abseil-cpp-kognat\include /I.\eigen-fd6845384b86\include /I.\eigen-fd6845384b86\include\eigen3 /I.\protobuf-3.6.0\include /I.\tensorflow-r2.2 /I.\tensorflow-r1.12\bazel-genfiles;

これがworkspace.bzlからのprotobufの場所です

https://github.com/protocolbuffers/protobuf/archive/310ba5ee72661c081129eb878c1bbcec936b20f0.tar.gz

必要に応じて、必要なabseil-cppとnsyncを見つけることができるかどうかを確認します。

samhodge 2020年06月04日

それはうまく終わらなかった

ERROR: C:/users/administrator/dev/tensorflow/tensorflow/core/framework/BUILD:582:1: C++ compilation of rule '//tensorflow/core/framework:bfloat16' failed (Exit 2)
c:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\unsupported\eigen\cxx11\src/Tensor/TensorBlock.h(1028): error C2061: syntax error: identifier 'Kind'
c:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\unsupported\eigen\cxx11\src/Tensor/TensorBlock.h(1134): note: see reference to class template instantiation 'Eigen::internal::StridedLinearBufferCopy<Scalar,IndexType>' being compiled
c:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\unsupported\eigen\cxx11\src/Tensor/TensorBlock.h(1037): error C2061: syntax error: identifier 'Kind'
Target //tensorflow:tensorflow_cc.dll failed to build

だから私はMSVC2019をインストールして再試行すると思います。

samhodge 2020年06月04日

@gunan誰かにこれを調べてもらえますか？このプロジェクトには、WindowsとC ++のメンテナンスに十分なリソースがありますか？

これは私の時間を無駄にしています

https://github.com/tensorflow/tensorflow/issues/36252#issue -555630489

samhodge 2020年06月04日

MSVC2015でマスターを使用して再試行します

samhodge 2020年06月04日

これがマスターa7d8140e60d351d25ee3ba8236d8badf975dcadaからのエラーです

MSVC2015を使用する

ERROR: C:/users/administrator/dev/tensorflow/tensorflow/core/lib/monitoring/BUILD:176:1: C++ compilation of rule '//tensorflow/core/lib/monitoring:percentile_sampler' failed (Exit
2)
tensorflow/core/lib/monitoring/percentile_sampler.cc(32): error C2679: binary '=': no operator found which takes a right-hand operand of type 'initializer list' (or there is no acc
eptable conversion)
.\tensorflow/core/lib/monitoring/percentile_sampler.h(71): note: could be 'tensorflow::monitoring::PercentileSamplerCell::Sample &tensorflow::monitoring::PercentileSamplerCell::Sam
ple::operator =(tensorflow::monitoring::PercentileSamplerCell::Sample &&)'
.\tensorflow/core/lib/monitoring/percentile_sampler.h(71): note: or       'tensorflow::monitoring::PercentileSamplerCell::Sample &tensorflow::monitoring::PercentileSamplerCell::Sam
ple::operator =(const tensorflow::monitoring::PercentileSamplerCell::Sample &)'
tensorflow/core/lib/monitoring/percentile_sampler.cc(32): note: while trying to match the argument list '(tensorflow::monitoring::PercentileSamplerCell::Sample, initializer list)'
tensorflow/core/lib/monitoring/percentile_sampler.cc(76): error C2440: 'initializing': cannot convert from 'initializer list' to 'tensorflow::monitoring::PercentilePoint'
tensorflow/core/lib/monitoring/percentile_sampler.cc(76): note: No constructor could take the source type, or constructor overload resolution was ambiguous
Target //tensorflow:tensorflow_cc.dll failed to build
ERROR: C:/users/administrator/dev/tensorflow/tensorflow/cc/BUILD:545:1 C++ compilation of rule '//tensorflow/core/lib/monitoring:percentile_sampler' failed (Exit 2)
INFO: Elapsed time: 665.647s, Critical Path: 24.18s
INFO: 1275 processes: 1275 local.

samhodge 2020年06月04日

次のようにMSVC2019で繰り返します

4つのT4チューリングカードと48の仮想コアと190GbのRAMとMSServer2019を搭載したAWS

AnacondaベースのPython
パッチ、perl、およびbash用のMSYS2
MSVC2019コミュニティエディション
Win64バゼリスク

buildenv.ps1

pushd 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Auxiliary\Build\'    
cmd /c "vcvarsall.bat x64 & set" |
foreach {
  if ($_ -match "=") {
    $v = $_.split("="); set-item -force -path "ENV:\$($v[0])"  -value "$($v[1])"
  }
}
popd
write-host "`nVisual Studio 2019 Command Prompt variables set." -ForegroundColor Yellow

build-tf.ps1

$ENV:USE_BAZEL_VERSION="2.0.0"
$ENV:PYTHON_BIN_PATH="C:/ProgramData/Anaconda3/python.exe"
$ENV:PYTHON_LIB_PATH="C:/ProgramData/Anaconda3/"
$ENV:Path += ";C:/msys64/usr/bin"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v9.2/bin"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v9.2/extras/CUPTI/libx64"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/cudnn-9.2-windows10-x64-v7.5.0.56/cuda/bin"
$ENV:BAZEL_SH = "C:/msys64/usr/bin/bash.exe"
$ENV:CUDA_TOOLKIT_PATH="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v9.2/"
$ENV:TF_CUDA_VERSION="9.2"
$ENV:CUDNN_INSTALL_PATH="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/cudnn-9.2-windows10-x64-v7.5.0.56/cuda"
$ENV:TF_CUDNN_VERSION="7"
$ENV:TF_NCCL_VERSION="1"
$ENV:TF_CUDA_COMPUTE_CAPABILITIES="3.5,3.7,5.0,5.2,6.0,6.1"
$ENV:TF_CUDA_CLANG="0"
$ENV:TF_NEED_CUDA="1"
$ENV:TF_NEED_ROCM="0"
$ENV:TF_NEED_OPENCL_SYCL="0"


$params = "configure.py",""
cmd /c "ECHO Y" | & python.exe <strong i="17">@params</strong> 
bazel.exe clean --expunge
bazel.exe build --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=small,medium --jobs=48 //tensorflow:tensorflow_cc.dll

手順：

PowerShellを開く
ソースbuildenv.ps1
git clone tensorflow URL
git checkout r2.2
ソースbuild-tf.ps1

.tf_configure.bazelrc.zip

添付されたbazelconfigは、成功または失敗を報告します。

samhodge 2020年06月04日

Windowsの専門家は間違いなく不足しています。
TFにはc ++ 14が必要なため、msvc2015を使用したビルドは機能しません。

「「アロケータタイプ」と「表示デバイスリスト」の文字列GPUオプション間でメモリアドレスが重複している」という意味をまだ解析しようとしています。
1つのフィールドを設定していて、もう1つのフィールドが誤って変更されているということですか？

その場合、あなたが持っている複製はかなり間接的です。複製コードで、visible_device_listを設定する前後に同じフィールドを印刷できますか？
それ以外の場合、もう1つの原因は、GPUのメモリの80％が使用できない可能性があることです。

また、t ensorflow：GpuOptionsは単純なプロトコルバッファです。 libprotobufを個別にビルドして、それを使用しようとしているようです。現在、そのワークフローは厳密にサポートされていません。これにより、プロトコルバッファが破損している可能性があります。

gunan 2020年06月04日

これがCUDA9.2.1.148とMSVC2019の結果です

ERROR: C:/users/administrator/dev/tensorflow/tensorflow/core/kernels/BUILD:4983:1: C++ compilation of rule '//tensorflow/core/kernels:batch_space_ops_gpu' failed (Exit 2)
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\bazel-out\x64_windows-opt\bin\external\local_config_cuda\cuda\cuda\include\crt/host_config.h(133): fatal error C1189: #error:  -- unsupported Microsoft Visual Studio version! Only the versions 2012, 2013, 2015 and 2017 are supported!
Target //tensorflow:tensorflow_cc.dll failed to build
INFO: Elapsed time: 949.225s, Critical Path: 209.47s
INFO: 4621 processes: 4621 local.
FAILED: Build did NOT complete successfully

それで、今度は笑いのためにMSVC 2017を使用して、さらに進むかどうかを確認します。CUDAToolkit9.2.1.148は互換性の要件です。

samhodge 2020年06月04日

「「アロケータタイプ」と「表示デバイスリスト」の文字列GPUオプション間でメモリアドレスが重複している」という意味をまだ解析しようとしています。
1つのフィールドを設定していて、もう1つのフィールドが誤って変更されているということですか？

はい、これは私が言っていることです、これが物乞いから明らかでなかった場合は申し訳ありません

私がそれが明らかにすると思うことをよりよく示すためにドライバーを変更できますか？

その場合、あなたが持っている複製はかなり間接的です。複製コードで、visible_device_listを設定する前後に同じフィールドを印刷できますか？

はい、私は今r1.14でそれを行うことができます。

それ以外の場合、もう1つの原因は、GPUのメモリの80％が使用できない可能性があることです。

また、t ensorflow：GpuOptionsは単純なプロトコルバッファです。 libprotobufを個別にビルドして、それを使用しようとしているようです。現在、そのワークフローは厳密にサポートされていません。これにより、プロトコルバッファが破損している可能性があります。

サポートされているワークフローは何ですか？

Tensorflowにはprotobufシンボルはありません。

samhodge 2020年06月04日

残念ながら、私たちが見る限り、Windowsで物事を機能させる唯一の信頼できる方法は、TFを静的にリンクすることでした。 Protobufは確かにTFに完全にリンクされていますが、ウィンドウで最大64Kのシンボル制限に達し続けているため、シンボルの多くは非表示になっています。 APIの改良に取り組んでいますが、後でWindowsサポートを追加し、限られた実験で必要なものだけを公開したため、APIサーフェスから多くのシンボルが欠落しています。協力していくつかのシンボルを公開したり、プロジェクトをWindowsで機能させるためのローカルな変更/パッチを提案したりできます。

前に述べたように、Windowsでの経験は非常に限られているため、多くの機能が不足しています。また、この問題で明らかに経験したように、次の問題についていくのに苦労しています。本当に申し訳ありません。私はあなたが見た問題のいくつかを試すためにワークスペースをセットアップしようとしています。 libtensorflow_ccのクリーンビルドから始めて、次に、見たprotobufの問題を調べます。

それまでの間、次のコードの出力を共有できれば、それは私にとって非常に役立ちます。私が言ったように、これはprotobufのシンボルであり、protobufチームに、Windowsで同様の問題が発生していないかどうかを確認します。

#include "tensorflow/core/protobuf/control_flow.pb.h"
#include "tensorflow/core/protobuf/config.pb.h"
#include <iostream>

int main() {
  tensorflow::GPUOptions gpu_options;

  std::cout << "Before: allocator_type " << gpu_options.allocator_type() << std::endl;
  gpu_options.set_visible_device_list("0");
  std::cout << "After: allocator_type " << gpu_options.allocator_type() << std::endl;

}

gunan 2020年06月04日

お時間を割いていただきありがとうございます。

main.cppから

#include "tensorflow/core/protobuf/control_flow.pb.h"
#include "tensorflow/core/protobuf/config.pb.h"
#include <iostream>

int main() {
  tensorflow::GPUOptions gpu_options;

  gpu_options.set_visible_device_list("0");

  std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl; //print 0
  std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl; //print 0
  std::cout << "address visible_device_list " << static_cast<const void*>((gpu_options.visible_device_list().c_str())) << std::endl; //Where is this damn string
  std::cout << "address allocator_type " << static_cast<const void*>((gpu_options.allocator_type().c_str())) << std::endl; //Where is this damn string

  gpu_options.set_allocator_type("7");

  std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl; //print 0
  std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl; //print 0
  std::cout << "address visible_device_list " << static_cast<const void*>((gpu_options.visible_device_list().c_str())) << std::endl; //Where is this damn string
  std::cout << "address allocator_type " << static_cast<const void*>((gpu_options.allocator_type().c_str())) << std::endl; //Where is this damn string

  gpu_options.set_visible_device_list("5");

  std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl; //print 0
  std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl; //print 0
  std::cout << "address visible_device_list " << static_cast<const void*>((gpu_options.visible_device_list().c_str())) << std::endl; //Where is this damn string
  std::cout << "address allocator_type " << static_cast<const void*>((gpu_options.allocator_type().c_str())) << std::endl; //Where is this damn string

  gpu_options.set_allocator_type("3");

  std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl; //print 0
  std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl; //print 0
  std::cout << "address visible_device_list " << static_cast<const void*>((gpu_options.visible_device_list().c_str())) << std::endl; //Where is this damn string
  std::cout << "address allocator_type " << static_cast<const void*>((gpu_options.allocator_type().c_str())) << std::endl; //Where is this damn string


}

次の出力が得られます

C:\GitLabRunner\builds\dmyz3-NF\0\sam\tf-mem-overlap>.\main.exe
allocator_type 0
visible_device_list 0
address visible_device_list 00007FFB49695C40
address allocator_type 00007FFB49695C40
allocator_type 7
visible_device_list 7
address visible_device_list 00007FFB49695C40
address allocator_type 00007FFB49695C40
allocator_type 5
visible_device_list 5
address visible_device_list 00007FFB49695C40
address allocator_type 00007FFB49695C40
allocator_type 3
visible_device_list 3
address visible_device_list 00007FFB49695C40
address allocator_type 00007FFB49695C40

自分のことをよく説明できなくてすみません。

samhodge 2020年06月04日

これがあなたのコードの出力です

C:\GitLabRunner\builds\dmyz3-NF\0\sam\tf-mem-overlap>.\main.exe
Before: allocator_type
After: allocator_type 0

samhodge 2020年06月04日

だから私はr1.12の.ldsファイルを介してビルド時にシンボルを公開する方法を知っています

tensorflow_cc.dllでprotobufの欠落しているシンボルを見つけるにはどうすればよいですか？

暗闇の中で刺すようなことがたくさんあるようです。

samhodge 2020年06月04日

TFに静的にリンクできることを嬉しく思います。

どうすればいいですか？

samhodge 2020年06月04日

現時点では、最良の方法はバゼルを使用することです。
ワークスペースを作成し、ワークスペースの依存関係としてTFを追加できます。
次に、バゼルの依存関係としてTFライブラリに依存できます。

私のマシンでもあなたの例をテストします。また、protobufチームに連絡して、彼らの応答を待っていました。

gunan 2020年06月04日

ひばりを使用して、プラグインとして使用する最終的なバイナリにリンクするために必要なすべての.libファイルを単純にエコーする方法はありますか？

ビルドチェーンのbazelに依存関係を追加すると、残りのビルドプロセスと互換性がなくなる可能性があります。

samhodge 2020年06月04日

そのためには、バゼルの専門家の助けが必要です。
@hlopko @ r4nt @meteorcloudy dll、またはおそらくcc_libraryをビルドした後にlibファイルにアクセスできるようにする方法はありますか？

また、ローカルでビルドしたばかりで、MSVC 2019Professionalを使用してcudaなしでビルドできました。 CUDAで再試行します。

gunan 2020年06月04日

ちなみに、マスターブランチで次のコミットにクライアントを同期しました：e19e2d29d562724ead9e60e1ba4c4ffd91a0eb7a

次の両方のコマンドで、利用可能な最新バージョンであるMSVC 2019Professionalを使用してTFを構築できました。 MSVCコミュニティでも同じ結果が得られるはずです。

bazel build --config=cuda --config=short_logs -c opt tensorflow:tensorflow_cc
bazel build --config=short_logs -c opt tensorflow:tensorflow_cc

gunan 2020年06月04日

@gunanどのCUDAとCUDNNを使用しましたか？私は、Cudnn64_7.dllがパスにあり、それらのシステムへのプラグインであるため、Blackmagic DesignCompatibilityのためにCUDA9.2.1.148とCUDNN7.0.5.56にロックされています。

samhodge 2020年06月04日

@hlopko @ r4nt @meteorcloudy dll、またはおそらくcc_libraryをビルドした後にlibファイルにアクセスできるようにする方法はありますか？

はい、コマンドラインの--output_groups=interface_libraryまたはファイルグループルールを使用したBUILDファイルからLIBファイル（ライブラリのインポート）を取得できます。
例えば、

    filegroup(
        name = import_lib_name,
        srcs = ["my_dll_target"],
        output_group = "interface_library",
    )

その後、このLIBファイルをcc_importルールで使用できます。
この例を確認してください： https ：//github.com/bazelbuild/bazel/blob/master/examples/windows/dll/windows_dll_library.bzl

meteorcloudy 2020年06月04日

明日これを試してみます。

説明ありがとうございます、まだ意味がありませんが、私の星/空のヒバリは限られています。

ただし、これをドキュメントに隔離して、TFビルドが存在する場合は、zipファイルからbazel-genfilesからアーティファクトを取得し、各.libファイルをポイントしてTFプラグインに静的にリンクできるようにすることを目的としています。他のいくつかのライブラリに対してリンクされています。

現時点では、ヘッダーと.libファイルを指すMSVCプロジェクトだけで、CMakeまたはbazelを介した間接参照はありません。

bazelは素晴らしいですが、Google以外のプロジェクトに最初から実装すると、少しスピンアップする可能性がありますが、これはまだ克服できていません。

samhodge 2020年06月04日

ちなみに、マスターブランチで次のコミットにクライアントを同期しました： e19e2d2
次の両方のコマンドで、利用可能な最新バージョンであるMSVC 2019Professionalを使用してTFを構築できました。 MSVCコミュニティでも同じ結果が得られるはずです。
bazel build --config=cuda --config=short_logs -c opt tensorflow:tensorflow_cc
bazel build --config=short_logs -c opt tensorflow:tensorflow_cc

あなたが私にくれたそのドライバーで何が起こったのかをテストすることができましたか？

samhodge 2020年06月04日

@sanjoy @gunan

アデレードの真っ青な空の朝からおはようございます。

私は次のドキュメントを調べました：
https://docs.bazel.build/versions/master/tutorial/cpp.html
https://docs.bazel.build/versions/master/cpp-use-cases.html
https://docs.bazel.build/versions/master/rules.html
https://docs.bazel.build/versions/master/bazel-and-cpp.html
https://docs.bazel.build/versions/master/command-line-reference.html
https://docs.bazel.build/versions/master/be/functions.html

したがって、今の私の意図は、Windows上にtensorflow_cc_static.libを構築することです。これにより、アプリケーションの共有ライブラリ（ rotobot.ofx ）に静的にリンクするためのすべてのシンボルが含まれます。つまり、リンクする必要がなくなります。 tensorflow_cc.dllと(lib)protobuf.dll 、そして65Kのシンボル制限はすべて過去のものになります。

私の戦略に障害はありますか？

samhodge 2020年06月05日

私の最近の失敗

CUDA10.2およびCUDNN7.6.5.32の使用

と

$ENV:TF_CUDA_COMPUTE_CAPABILITIES="3.5,3.7,5.0,5.2,6.0,6.1"

このステートメントなしで再試行し、コンパイルされるかどうかを確認します。

ERROR: C:/users/administrator/dev/tensorflow/tensorflow/core/kernels/BUILD:3767:1: C++ compilation of rule '//tensorflow/core/kernels:tridiagonal_matmul_op_gpu' failed (Exit 1)
cl : Command line warning D9002 : ignoring unknown option '--no-cuda-include-ptx=all'
cl : Command line warning D9002 : ignoring unknown option '--cuda-include-ptx=sm_35'
cl : Command line warning D9002 : ignoring unknown option '--cuda-gpu-arch=sm_35'
cl : Command line warning D9002 : ignoring unknown option '--cuda-include-ptx=sm_37'
cl : Command line warning D9002 : ignoring unknown option '--cuda-gpu-arch=sm_37'
cl : Command line warning D9002 : ignoring unknown option '--cuda-include-ptx=sm_50'
cl : Command line warning D9002 : ignoring unknown option '--cuda-gpu-arch=sm_50'
cl : Command line warning D9002 : ignoring unknown option '--cuda-include-ptx=sm_52'
cl : Command line warning D9002 : ignoring unknown option '--cuda-gpu-arch=sm_52'
cl : Command line warning D9002 : ignoring unknown option '--cuda-include-ptx=sm_60'
cl : Command line warning D9002 : ignoring unknown option '--cuda-gpu-arch=sm_60'
cl : Command line warning D9002 : ignoring unknown option '--cuda-include-ptx=sm_61'
cl : Command line warning D9002 : ignoring unknown option '--cuda-gpu-arch=sm_61'
.\tensorflow/core/kernels/cuda_sparse.h(39): error: identifier "cusparseDnMatDescr_t" is undefined

.\tensorflow/core/kernels/cuda_sparse.h(40): error: identifier "cusparseSpMatDescr_t" is undefined

.\tensorflow/core/kernels/cuda_sparse.h(41): error: identifier "cusparseSpMMAlg_t" is undefined

3 errors detected in the compilation of "C:/Users/ADMINI~1/AppData/Local/Temp/2/nvcc_inter_files_tmp_dir/tmpqtv9c4nq/tridiagonal_matmul_op_gpu.cu.compute_61.cpp1.ii".
Target //tensorflow:tensorflow_cc.dll failed to build
INFO: Elapsed time: 972.399s, Critical Path: 212.46s
INFO: 3220 processes: 3220 local.
FAILED: Build did NOT complete successfully

samhodge 2020年06月05日

編集：この動作はCUDA Toolkit 10.2で予想されます。CUDAToolkit9.2.1.148はMSVC2019のnvccをサポートしていないため、10.2は9.2へのアップデートです。MSVC2017はTF2.0に必要なC ++ 14をサポートする場合があります。

見る：
https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html#deprecated -features

CUDA COMPUTE 3.5および3.7は非推奨であるため、レンダリングをキャンセルして、T4ベースのTuringカードの場合は7.0にロックする必要がありますが、これはTuringベースのカードを持たない幅広いエンドユーザーには適していません。

これで、CUDA計算3.5,7.0に設定されました。これがコンパイルされるかどうかだけを確認します。

samhodge 2020年06月05日

MSVC 15（2017）およびCUDA Toolkit 9.2.1.148は、C ++言語のサポートを提供しながら、最大で7.0から3.5までのコンピューティング機能を提供します。

samhodge 2020年06月05日

7a7207f3b6は私に

cl : Command line warning D9002 : ignoring unknown option '--cuda-gpu-arch=sm_70'
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(99): error C2993: 'Derived': is not a valid type for non-type template parameter '__formal'
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(110): note: see reference to class template instantiation 'Eigen::DiagonalBase<T>' being compiled
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(99): error C2065: 'T1': undeclared identifier
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(99): error C2993: 'Derived': is not a valid type for non-type template parameter '__formal'
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(99): error C2923: 'std::_Select<__formal>::_Apply': 'T1' is not a valid template type argument for parameter '<unnamed-symbol>'
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(99): error C2062: type 'unknown-type' unexpected
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(99): error C2993: 'Derived': is not a valid type for non-type template parameter '__formal'
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(99): error C2065: 'T1': undeclared identifier
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(99): error C2993: 'Derived': is not a valid type for non-type template parameter '__formal'
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(99): error C2923: 'std::_Select<__formal>::_Apply': 'T1' is not a valid template type argument for parameter '<unnamed-symbol>'
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(99): error C4430: missing type specifier - int assumed. Note: C++ does not support default-int
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(99): error C2062: type 'unknown-type' unexpected
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(106): error C2062: type 'unknown-type' unexpected
C:\users\administrator\_bazel_administrator\ybx4nglg\execroot\org_tensorflow\external\eigen_archive\Eigen\src/Core/DiagonalMatrix.h(107): error C2334: unexpected token(s) preceding '{'; skipping apparent function body
Target //tensorflow:tensorflow_cc.dll failed to build
INFO: Elapsed time: 830.823s, Critical Path: 122.06s
INFO: 2477 processes: 2477 local.
FAILED: Build did NOT complete successfully

から

git clone tensorflow URL
cd tensorflow
cp ..\*.ps1
. .\buildenv.ps1
. .\build-tf.ps1

私が48コアの2019t4サーバーを使用している場所

Anaconda Python、パッチとperlおよびbash用のMSYS2、CUDA 10.2 CUDNN 7.6.5.32

buildenv.ps1は

pushd 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Auxiliary\Build\'    
cmd /c "vcvarsall.bat x64 & set" |
foreach {
  if ($_ -match "=") {
    $v = $_.split("="); set-item -force -path "ENV:\$($v[0])"  -value "$($v[1])"
  }
}
popd
write-host "`nVisual Studio 2019 Command Prompt variables set." -ForegroundColor Yellow

build-tf.ps1は

$ENV:USE_BAZEL_VERSION="2.0.0"
$ENV:PYTHON_BIN_PATH="C:/ProgramData/Anaconda3/python.exe"
$ENV:PYTHON_LIB_PATH="C:/ProgramData/Anaconda3/"
$ENV:Path += ";C:/msys64/usr/bin"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/bin"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/extras/CUPTI/libx64"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/cudnn-10.2-windows10-x64-v7.6.5.32/cuda/bin"
$ENV:BAZEL_SH = "C:/msys64/usr/bin/bash.exe"
$ENV:CUDA_TOOLKIT_PATH="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/"
$ENV:TF_CUDA_VERSION="10.2"
$ENV:CUDNN_INSTALL_PATH="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/cudnn-10.2-windows10-x64-v7.6.5.32/cuda"
$ENV:TF_CUDA_COMPUTE_CAPABILITIES="7.0"
$ENV:TF_CUDNN_VERSION="7"
$ENV:TF_NCCL_VERSION="1"
$ENV:TF_CUDA_CLANG="0"
$ENV:TF_NEED_CUDA="1"
$ENV:TF_NEED_ROCM="0"
$ENV:TF_NEED_OPENCL_SYCL="0"


$params = "configure.py",""
cmd /c "ECHO Y" | & python.exe <strong i="25">@params</strong> 
bazel.exe clean --expunge
bazel.exe build --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=small,medium --jobs=48 //tensorflow:tensorflow_cc.dll

これは予想される動作ですか？

samhodge 2020年06月05日

r2.2で繰り返します。

samhodge 2020年06月05日

2b96f3662bが完了しました。

samhodge 2020年06月05日

添付されているのは、r2.2のtensorflow\BUILDファイルです。

BUILD.zip

として構築されている

. .\buildenv.ps1
. .\build-tfstatic.ps1

buildenv.ps1

pushd 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Auxiliary\Build\'    
cmd /c "vcvarsall.bat x64 & set" |
foreach {
  if ($_ -match "=") {
    $v = $_.split("="); set-item -force -path "ENV:\$($v[0])"  -value "$($v[1])"
  }
}
popd
write-host "`nVisual Studio 2019 Command Prompt variables set." -ForegroundColor Yellow

build-tf-static.ps1

$ENV:USE_BAZEL_VERSION="2.0.0"
$ENV:PYTHON_BIN_PATH="C:/ProgramData/Anaconda3/python.exe"
$ENV:PYTHON_LIB_PATH="C:/ProgramData/Anaconda3/"
$ENV:Path += ";C:/msys64/usr/bin"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/bin"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/extras/CUPTI/libx64"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/cudnn-10.2-windows10-x64-v7.6.5.32/cuda/bin"
$ENV:BAZEL_SH = "C:/msys64/usr/bin/bash.exe"
$ENV:CUDA_TOOLKIT_PATH="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/"
$ENV:TF_CUDA_VERSION="10.2"
$ENV:CUDNN_INSTALL_PATH="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/cudnn-10.2-windows10-x64-v7.6.5.32/cuda"
$ENV:TF_CUDA_COMPUTE_CAPABILITIES="7.0"
$ENV:TF_CUDNN_VERSION="7"
$ENV:TF_NCCL_VERSION="1"
$ENV:TF_CUDA_CLANG="0"
$ENV:TF_NEED_CUDA="1"
$ENV:TF_NEED_ROCM="0"
$ENV:TF_NEED_OPENCL_SYCL="0"


$params = "configure.py",""
cmd /c "ECHO Y" | & python.exe <strong i="21">@params</strong> 
bazel.exe clean --expunge
bazel.exe build --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=small,medium --jobs=48 //tensorflow:tensorflow_cc_static.lib

tensorflow\BUILDへの編集は

5行追加

filegroup(
        name = "tensorflow_cc_static.lib",
        srcs = ["tensorflow_cc.dll"],
        output_group = "interface_library",
)

`` `

samhodge 2020年06月05日

私は自分のマシンにcuda10.1を持っていたので、それを試してみました。したがって、cudaバージョンの違いが原因である可能性があります。
あなたのコメントの中にはcuda9.2に言及しているものもあれば、10.2に言及しているものもあるようです。
10.2でのビルドが成功したと思いますか？

gunan 2020年06月05日

@hlopko @ r4nt @meteorcloudy dll、またはおそらくcc_libraryをビルドした後にlibファイルにアクセスできるようにする方法はありますか？
はい、コマンドラインの--output_groups=interface_libraryまたはファイルグループルールを使用したBUILDファイルからLIBファイル（ライブラリのインポート）を取得できます。
例えば、
    filegroup(
        name = import_lib_name,
        srcs = ["my_dll_target"],
        output_group = "interface_library",
    )
その後、このLIBファイルをcc_importルールで使用できます。
この例を確認してください： https ：//github.com/bazelbuild/bazel/blob/master/examples/windows/dll/windows_dll_library.bzl

ええ、これはすでにそこにあったファイルを作るだけです

PS C:\Users\Administrator\dev\tensorflow> ls .\bazel-bin\tensorflow\libtensorflow_cc.dll.ifso


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020  12:02 PM       39971810 libtensorflow_cc.dll.ifso

tensorflow_cc.dllファイルが320Mbであるのに対し、それはわずか39Mです。

必要なのは、静的バージョンのtensorflow_cc.libで、推論やトレーニング、またはtensorflow_cc.dllが提供するすべてのシンボルが含まれています。

protobufのシンボルが公開されていないため、通信エラーが発生したと思います。 tensorflow_cc.dllのエンティティにあるすべてのシンボルの静的アーカイブ.libに静的にリンクできる必要があります。 tensorflow_cc.dllヘッダーファイルと-L tensorflow_cc_static.libを使用すると、すべてのシンボルが提供されます。

samhodge 2020年06月05日

私は自分のマシンにcuda10.1を持っていたので、それを試してみました。したがって、cudaバージョンの違いが原因である可能性があります。
あなたのコメントの中にはcuda9.2に言及しているものもあれば、10.2に言及しているものもあるようです。
10.2でのビルドが成功したと思いますか？

はい、成功しました。

samhodge 2020年06月05日

で再試行

filegroup(
        name = "tensorflow_cc_static.lib",
        srcs = ["tensorflow_cc.dll"],
        output_group = "static",
)

samhodge 2020年06月05日

そして、私たちはここで輪になります： @meteorcloudy

https://github.com/bazelbuild/bazel/issues/1920

samhodge 2020年06月05日

これが//tensorflow:tensorflow_cc_static.libの膨らみの結果です

filegroup(
        name = "tensorflow_cc_static.lib",
        srcs = ["tensorflow_cc.dll"],
        output_group = "static",
)

PS C:\Users\Administrator\dev\tensorflow> ls .\bazel-bin\tensorflow\


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
d-----         6/5/2020  12:48 PM                c
d-----         6/5/2020  12:48 PM                cc
d-----         6/5/2020  12:34 PM                compiler
d-----         6/5/2020  12:47 PM                core
d-----         6/5/2020  12:34 PM                stream_executor
d-----         6/5/2020  12:32 PM                tools
-a----         6/5/2020  12:51 PM       23947197 libtensorflow_cc.dll.exp
-ar---         6/5/2020  12:51 PM       39971810 libtensorflow_cc.dll.ifso
-ar---         6/5/2020  12:51 PM      328316928 tensorflow_cc.dll
-ar---         6/5/2020  12:32 PM         142258 tensorflow_cc.dll-2.params
-a----         6/5/2020  12:51 PM      190246912 tensorflow_cc.pdb
-ar---         6/5/2020  12:47 PM        7107050 tensorflow_filtered_def_file.def
-ar---         6/5/2020  12:47 PM       16876935 tf_custom_op_library_additional_deps.dll.gen.def
-a----         6/5/2020  12:47 PM          50581 tf_custom_op_library_additional_deps.dll.gen.def-0.params

上記のファイルグループによってキャプチャされたtensorflow_cc.dllへの入力を取得してアーカイブに入れるにはどうすればよいですか？

samhodge 2020年06月05日

私はこれに忍び寄っています

filegroup(
        name = "tensorflow_cc_static_dep",
        srcs = ["tensorflow_cc.dll"],
        output_group = "static",
)



cc_library(
    name = "tensorflow_cc_static",
    deps=["tensorflow_cc_static_dep"],
    alwayslink=True,
    linkstatic=True
)

推移的なリンクの問題が発生する可能性があると思います。

samhodge 2020年06月05日

上記はダメです

で試してみる

cc_library(
    name = "tensorflow_cc_static",
    linkopts = select({
        "//tensorflow:macos": [
            "-Wl,-exported_symbols_list,$(location //tensorflow:tf_exported_symbols.lds)",
        ],
        "//tensorflow:windows": [],
        "//conditions:default": [
            "-z defs",
            "-Wl,--version-script,$(location //tensorflow:tf_version_script.lds)",
        ],
    }),
    linkstatic=1,
    alwayslink=1,
    deps = [
        "//tensorflow:tf_exported_symbols.lds",
        "//tensorflow:tf_version_script.lds",
        "//tensorflow/c:c_api",
        "//tensorflow/c/eager:c_api",
        "//tensorflow/cc:cc_ops",
        "//tensorflow/cc:client_session",
        "//tensorflow/cc:scope",
        "//tensorflow/cc/profiler",
        "//tensorflow/core:tensorflow",
    ] + if_ngraph(["@ngraph_tf//:ngraph_tf"]),
)

samhodge 2020年06月05日

上記を機能させるには、tensorflow_frameworkも取り込む必要があると思いますが、バブルを通過させて、何が起こるかを確認します。

samhodge 2020年06月05日

また、動的にリンクしたい場合はtensorflow_cc.libのルールがあることに気付きました。これは、 @ gunanがこの問題の解決策ではなく、静的バージョンのtensorflow_cc.dllを取得することを示唆しています。バゼルからですが、うまくいかないと思います。もう1時間試してみます。

samhodge 2020年06月05日

OK今私はたくさんの.aファイルを持っています

PS C:\Users\Administrator\dev\tensorflow\bazel-bin> ls -r -inc *.a > ../archives.txt
PS C:\Users\Administrator\dev\tensorflow\bazel-bin> cd ..
PS C:\Users\Administrator\dev\tensorflow> more .\archives.txt


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\src\compiler


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:51 PM        5415506 libgrpc_plugin_support.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_googlesource_code_re2


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM        6327588 libre2.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:51 PM          99158 libbase.a
-ar---         6/5/2020   3:51 PM           6938 libdynamic_annotations.a
-ar---         6/5/2020   3:52 PM          57538 libmalloc_internal.a
-ar---         6/5/2020   3:51 PM           9996 libspinlock_wait.a
-ar---         6/5/2020   3:51 PM         112758 libthrow_delegate.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\container


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM          65270 libhashtablez_sampler.a
-ar---         6/5/2020   3:52 PM           3732 libraw_hash_set.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM           3208 libdebugging_internal.a
-ar---         6/5/2020   3:52 PM         123878 libdemangle_internal.a
-ar---         6/5/2020   3:52 PM          13024 libstacktrace.a
-ar---         6/5/2020   3:51 PM           3542 libsymbolize.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\hash


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:51 PM          18242 libcity.a
-ar---         6/5/2020   3:51 PM           2924 libhash.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\numeric


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:51 PM         156246 libint128.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\strings


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:51 PM          44716 libinternal.a
-ar---         6/5/2020   3:51 PM         785112 libstrings.a
-ar---         6/5/2020   3:52 PM         852020 libstr_format_internal.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\synchronization


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM         119540 libgraphcycles_internal.a
-ar---         6/5/2020   3:52 PM         247726 libsynchronization.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\time\internal\cctz


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM         171266 libcivil_time.a
-ar---         6/5/2020   3:52 PM        1477052 libtime_zone.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\time


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM         504326 libtime.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\types


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:51 PM          11746 libbad_optional_access.a
-ar---         6/5/2020   3:51 PM          12302 libbad_variant_access.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_protobuf


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM        4894350 libprotobuf_lite.a
-ar---         6/5/2020   3:51 PM       37512202 libprotoc_lib.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\double_conversion


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM         243164 libdouble-conversion.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\farmhash_archive


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:51 PM          46846 libfarmhash.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\fft2d


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM          86854 libfft2d.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\gif


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM          98198 libgif.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\highwayhash


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:51 PM          69762 libarch_specific.a
-ar---         6/5/2020   3:52 PM          17936 libsip_hash.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\libjpeg_turbo


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM         884154 libjpeg.a
-ar---         6/5/2020   3:52 PM         269920 libsimd_win_x86_64.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM         878114 libbinary_format.a
-ar---         6/5/2020   3:52 PM        5387046 libdebug_info_code_view.a
-ar---         6/5/2020   3:52 PM         654474 libdebug_info_msf.a
-ar---         6/5/2020   3:52 PM         958868 libdemangle.a
-ar---         6/5/2020   3:52 PM        4870334 libmc.a
-ar---         6/5/2020   3:52 PM       12294524 libsupport.a
-ar---         6/5/2020   3:51 PM        2749038 libtablegen.a
-ar---         6/5/2020   3:51 PM        2956266 libutils_tablegen.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\nsync


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM         385518 libnsync_cpp.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\snappy


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM         266036 libsnappy.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\external\zlib


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM         188924 libzlib.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:53 PM          87842 libtf_status.a
-ar---         6/5/2020   3:53 PM          70022 libtf_status_helper.a
-ar---         6/5/2020   4:00 PM         401738 libtf_tensor.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   4:04 PM        1876774 libcc_op_gen_main.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:51 PM           2620 libcommon.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:53 PM        1185340 libattr_value_util.a
-ar---         6/5/2020   3:53 PM        1632374 libcommon_shape_fns.a
-ar---         6/5/2020   3:53 PM        2404568 libnode_def_util.a
-ar---         6/5/2020   3:53 PM         134086 libnode_properties.a
-ar---         6/5/2020   3:53 PM        1141572 libop.a
-ar---         6/5/2020   3:53 PM         742750 libop_def_builder.a
-ar---         6/5/2020   3:53 PM        1457520 libop_def_util.a
-ar---         6/5/2020   4:04 PM         921396 libop_gen_lib.a
-ar---         6/5/2020   3:53 PM        1526796 libshape_inference.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\bfloat16


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM           8946 libbfloat16.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\core


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM         146566 libarena.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\hash


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:51 PM          28680 libcrc32c.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\io


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM          68668 libcache.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\monitoring


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:53 PM         846628 libcollection_registry.a
-ar---         6/5/2020   3:53 PM         214282 libpercentile_sampler.a
-ar---         6/5/2020   3:53 PM         154376 libsampler.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\strings


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM          89490 libordered_code.a
-ar---         6/5/2020   3:51 PM          93102 libproto_serialization.a
-ar---         6/5/2020   3:52 PM          35316 libproto_text_util.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\default


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM         355256 liblogging.a
-ar---         6/5/2020   3:52 PM          30584 libmutex.a
-ar---         6/5/2020   3:52 PM           5272 libresource.a
-ar---         6/5/2020   3:53 PM         227774 libunbounded_work_queue.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\windows


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:53 PM        3564222 libenv.a
-ar---         6/5/2020   3:51 PM          26880 libenv_time.a
-ar---         6/5/2020   3:52 PM          55006 liberror_windows.a
-ar---         6/5/2020   3:53 PM         117692 libload_library.a
-ar---         6/5/2020   3:53 PM         244036 libnet.a
-ar---         6/5/2020   3:52 PM         183340 libplatform_port.a
-ar---         6/5/2020   3:51 PM          75362 libstacktrace.a
-ar---         6/5/2020   3:51 PM          58550 libstacktrace_handler.a
-ar---         6/5/2020   3:52 PM         159382 libsubprocess.a
-ar---         6/5/2020   3:52 PM          85858 libwide_char.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:52 PM          68210 libabi.a
-ar---         6/5/2020   3:53 PM         109694 libbase64.a
-ar---         6/5/2020   3:52 PM          70702 libcoding.a
-ar---         6/5/2020   3:52 PM         119888 libcpu_feature_guard.a
-ar---         6/5/2020   3:51 PM          29746 libdenormal.a
-ar---         6/5/2020   3:53 PM          39056 liberror.a
-ar---         6/5/2020   3:51 PM          21324 libhash.a
-ar---         6/5/2020   3:51 PM         569722 libnumbers.a
-ar---         6/5/2020   3:52 PM         104476 libplatform_strings.a
-ar---         6/5/2020   3:52 PM          51036 libprotobuf.a
-ar---         6/5/2020   3:52 PM          85010 librandom.a
-ar---         6/5/2020   3:52 PM          22310 libscanner.a
-ar---         6/5/2020   3:51 PM          20642 libsetround.a
-ar---         6/5/2020   3:53 PM         512580 libstatus.a
-ar---         6/5/2020   3:52 PM         121258 libstrcat.a
-ar---         6/5/2020   3:52 PM          70676 libstringprintf.a
-ar---         6/5/2020   3:52 PM         176672 libstr_util.a
-ar---         6/5/2020   3:52 PM         145612 libtensor_coding.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\proto


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   4:00 PM         123856 libproto_utils.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:53 PM         305966 libeinsum_op_util.a
-ar---         6/5/2020   3:53 PM         111176 libenv_var.a
-ar---         6/5/2020   3:53 PM         124030 libpadding.a
-ar---         6/5/2020   3:53 PM         837838 libreporter.a
-ar---         6/5/2020   3:52 PM         871012 libstats_calculator_portable.a
-ar---         6/5/2020   3:53 PM         105664 libtensor_format.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:53 PM         740844 libcudart_stub.a
-ar---         6/5/2020   3:53 PM         899918 libcuda_stub.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\lib


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:53 PM         278690 liblib.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\platform\default


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:53 PM         314672 libdso_loader.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:53 PM          57612 liballocator_stats.a
-ar---         6/5/2020   3:53 PM         320204 libplatform.a
-ar---         6/5/2020   3:52 PM           3168 libplugin.a


    Directory: C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\tools\proto_text


Mode                LastWriteTime         Length Name
----                -------------         ------ ----
-ar---         6/5/2020   3:53 PM        1407960 libgen_proto_text_functions_lib.a

Linux上の.aファイルのようにこれらをリンクできると思いますが、私のシンボルは「そこにある」だけです。

私は一つの大きなものを望んでいました、私は挑戦し続けます。

samhodge 2020年06月05日

多分私は思っているよりも愚かではありません
@hlopko @meteorcloudy

https://github.com/bazelbuild/bazel/issues/7538

とにかく、 filegroupのbazel-binにコピーされた.aファイルのワイルドカードを作成する場合

samhodge 2020年06月05日

これをtensorflow/BUILDの最後に追加したい気がします

cc_library(
    name = "tensorflow_cc_static",
    linkopts = select({
        "//tensorflow:macos": [
            "-Wl,-exported_symbols_list,$(location //tensorflow:tf_exported_symbols.lds)",
        ],
        "//tensorflow:windows": [],
        "//conditions:default": [
            "-z defs",
            "-Wl,--version-script,$(location //tensorflow:tf_version_script.lds)",
        ],
    }),
    srcs = [":tensorflow_cc_static_input"],
    linkstatic=1,
    alwayslink=1,
    deps = [
        "//tensorflow:tf_exported_symbols.lds",
        "//tensorflow:tf_version_script.lds",
        "//tensorflow/c:c_api",
        "//tensorflow/c/eager:c_api",
        "//tensorflow/cc:cc_ops",
        "//tensorflow/cc:client_session",
        "//tensorflow/cc:scope",
        "//tensorflow/cc/profiler",
        "//tensorflow/core:tensorflow",
    ] + if_ngraph(["@ngraph_tf//:ngraph_tf"]),
)


filegroup(
    name = "tensorflow_cc_static_input",
    srcs = ["//tensorflow:tensorflow_cc.dll"],
    output_group = "cc_library",
    visibility = ["//visibility:public"],
)

//tensorflow:tensorflow_cc_staticの構築はうまくいくはずです

samhodge 2020年06月05日

とにかく、ファイルグループのbazel-binにコピーされた.aファイルのワイルドカードを作成する場合

@oquenchilはC ++のエキスパートです！ Starlarkですべての推移的なオブジェクトファイルまたは.aファイルを収集する方法は何ですか？

meteorcloudy 2020年06月05日

C ++ Starlark APIを使用すると、すべての他動詞libファイルを収集できると思います。
https://docs.bazel.build/versions/master/skylark/lib/CcInfo.html
関連する問題： https ：//github.com/bazelbuild/bazel/issues/1920

meteorcloudy 2020年06月05日

私はバゼルに日陰を投げようとはしていません。それはほとんどのことで本当に良い仕事をします。しかし、私が使用した多くのCMakeプロジェクトでは、-DBUILD_SHARED_LIBS = 0を追加するだけで、静的アーカイブがポップされます。この機能が2016年に要求されたことを考えると。 Python globを使用してマッシュアップし、静的リンクでこの問題が解決するかどうかを確認するだけかもしれません。

samhodge 2020年06月05日

Pythonを使用して、関連する.aファイルを組み立てることができました

Pythonはかなりシンプルでした

doit.py

import os, glob

ROOT="C:\\Users\\Administrator\\dev\\tensorflow"

SUBS=["bazel-bin\\tensorflow\\*\\*.a",
"bazel-bin\\tensorflow\\*\\*\\*.a",
"bazel-bin\\tensorflow\\*\\*\\*\\*.a",
"bazel-bin\\external\\*\\*.a",
"bazel-bin\\external\\*\\*\\*.a",
"bazel-bin\\external\\*\\*\\*\\*.a"]

FILES = []

for sub in SUBS:
    globstring = os.path.sep.join([ROOT,sub])
    for curmatch in glob.glob(globstring):
        FILES.append(curmatch)

print("\n".join(FILES))

結果はファイルの壮大なリストです

C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libcheckpoint_reader.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libkernels.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_status.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_status_helper.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_tensor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libcc_op_gen_main.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libclient_session.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libconst_op.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libgradients.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libgrad_op_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libops.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libscope.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libwhile_loop.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libbfc_allocator.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libcore_cpu_base_no_ops.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libgif_internal.a
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_stats.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_tensor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_timeline.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\lib\libprofiler_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libderived_timeline.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libgroup_events.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libtf_op_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libxplane_builder.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libxplane_schema.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libxplane_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libxplane_visitor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\ctc\libctc_loss_calculator_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\proto\libdescriptors.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\proto\libdescriptor_pool_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\proto\libproto_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\rpc\librpc_factory.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\rpc\librpc_factory_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\tensor_bundle\libnaming.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\tensor_bundle\libtensor_bundle.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\platform\default\libdso_loader.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\boringssl\libcrypto.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\boringssl\libssl.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libalts_frame_protector.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libalts_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libalts_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libcensus.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libenvoy_ads_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libenvoy_core_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libenvoy_orca_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libenvoy_type_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgoogle_api_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgpr_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc++.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc++_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc++_codegen_base_src.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_base_c.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_client_authority_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_client_channel.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_client_idle_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_deadline_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_health_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_http_filters.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_policy_cds_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_policy_grpclb_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_policy_pick_first.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_policy_round_robin.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_policy_xds_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_max_age_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_message_size_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_dns_ares.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_dns_native.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_dns_selection.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_fake.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_sockaddr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_xds_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_server_backward_compatibility.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_trace.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_alpn.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_client_connector.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_client_insecure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_client_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_server.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_server_insecure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_server_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_inproc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_workaround_cronet_compression_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_xds_client_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libproto_gen_validate_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libtsi.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libtsi_interface.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_googlesource_code_re2\libre2.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_protobuf\libprotobuf_lite.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_protobuf\libprotoc_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\double_conversion\libdouble-conversion.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\farmhash_archive\libfarmhash.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\fft2d\libfft2d.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\gif\libgif.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\highwayhash\libarch_specific.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\highwayhash\libsip_hash.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\icu\libicuuc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\jsoncpp_git\libjsoncpp.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\libjpeg_turbo\libjpeg.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\libjpeg_turbo\libsimd_win_x86_64.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\lmdb\liblmdb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\mkl_dnn\libmkldnn_single_threaded.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\nsync\libnsync_cpp.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\org_sqlite\liborg_sqlite.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\png\libpng.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\snappy\libsnappy.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\upb\libupb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\zlib\libzlib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libaggressive_inst_combine.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libamdgpu_code_gen.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libamdgpu_desc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libamdgpu_info.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libamdgpu_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libanalysis.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libasm_parser.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libasm_printer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libbinary_format.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libbitstream_reader.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libbit_reader.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libbit_writer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libcf_guard.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libcode_gen.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libcore.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libcoroutines.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libdebug_info_code_view.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libdebug_info_dwarf.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libdebug_info_msf.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libdemangle.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libexecution_engine.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libfrontend_open_mp.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libglobal_i_sel.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libinstrumentation.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libinst_combine.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libipo.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libir_reader.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libjit_link.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\liblinker.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libmc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libmc_disassembler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libmc_parser.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libmir_parser.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libnvptx_code_gen.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libnvptx_desc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libnvptx_info.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libobjc_arc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libobject.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\liborc_error.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\liborc_jit.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libpasses.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libprofile_data.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libremarks.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libruntime_dyld.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libscalar.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libselection_dag.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libsupport.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libtablegen.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libtarget.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libtext_api.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libtransform_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libutils_tablegen.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libvectorize.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libx86_code_gen.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libx86_desc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libx86_info.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\libx86_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\src\compiler\libgrpc_plugin_support.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\third_party\address_sorting\libaddress_sorting.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libbase.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libdynamic_annotations.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libmalloc_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libspinlock_wait.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libthrow_delegate.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\container\libhashtablez_sampler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\container\libraw_hash_set.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libdebugging_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libdemangle_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libleak_check.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libstacktrace.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libsymbolize.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libconfig.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libflag.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libhandle.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libinternal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libmarshalling.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libregistry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\hash\libcity.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\hash\libhash.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\numeric\libint128.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\strings\libinternal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\strings\libstrings.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\strings\libstr_format_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\synchronization\libgraphcycles_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\synchronization\libsynchronization.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\time\libtime.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\types\libbad_optional_access.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\types\libbad_variant_access.a

したがって、何もリンクせずに、これらは欠落しているシンボルです

1>------ Build started: Project: ConsoleApplication1, Configuration: Release x64 ------
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: virtual __cdecl tensorflow::GPUOptions::~GPUOptions(void)" (??1GPUOptions@tensorflow@@UEAA@XZ)
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: __cdecl tensorflow::GPUOptions::GPUOptions(void)" (??0GPUOptions@tensorflow@@QEAA@XZ)
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: void __cdecl google::protobuf::internal::LogFinisher::operator=(class google::protobuf::internal::LogMessage &)" (??4LogFinisher@internal@protobuf@google@@QEAAXAEAVLogMessage@123@@Z)
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: void * __cdecl google::protobuf::internal::ArenaImpl::AllocateAlignedAndAddCleanup(unsigned __int64,void (__cdecl*)(void *))" (?AllocateAlignedAndAddCleanup@ArenaImpl@internal@protobuf@google@@QEAAPEAX_KP6AXPEAX@Z@Z)
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: void * __cdecl google::protobuf::internal::ArenaImpl::AllocateAligned(unsigned __int64)" (?AllocateAligned@ArenaImpl@internal@protobuf@google@@QEAAPEAX_K@Z)
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "class google::protobuf::internal::ExplicitlyConstructed<class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > > google::protobuf::internal::fixed_address_empty_string" (?fixed_address_empty_string@internal@protobuf@google@@3V?$ExplicitlyConstructed@V?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@@123@A)
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: class google::protobuf::internal::LogMessage & __cdecl google::protobuf::internal::LogMessage::operator<<(char const *)" (??6LogMessage@internal@protobuf@google@@QEAAAEAV0123@PEBD@Z)
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: __cdecl google::protobuf::internal::LogMessage::~LogMessage(void)" (??1LogMessage@internal@protobuf@google@@QEAA@XZ)
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: __cdecl google::protobuf::internal::LogMessage::LogMessage(enum google::protobuf::LogLevel,char const *,int)" (??0LogMessage@internal@protobuf@google@@QEAA@W4LogLevel@23@PEBDH@Z)
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "private: void __cdecl google::protobuf::Arena::OnArenaAllocation(class type_info const *,unsigned __int64)const " (?OnArenaAllocation@Arena@protobuf@google@@AEBAXPEBVtype_info@@_K@Z)
1>C:\Users\Administrator\source\repos\ConsoleApplication1\x64\Release\ConsoleApplication1.exe : fatal error LNK1120: 10 unresolved externals
1>Done building project "ConsoleApplication1.vcxproj" -- FAILED.
========== Build: 0 succeeded, 1 failed, 0 up-to-date, 0 skipped ==========

以下を追加した後

C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libcheckpoint_reader.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libkernels.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_status.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_status_helper.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_tensor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libcc_op_gen_main.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libclient_session.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libconst_op.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libgradients.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libgrad_op_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libops.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libscope.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libwhile_loop.a
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_show.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_show_multi.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_stats.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_tensor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_timeline.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\lib\libprofiler_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libderived_timeline.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libgroup_events.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libtf_op_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libxplane_builder.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libxplane_schema.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libxplane_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\libxplane_visitor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\ctc\libctc_loss_calculator_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\proto\libdescriptors.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\proto\libdescriptor_pool_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\proto\libproto_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\rpc\librpc_factory.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\rpc\librpc_factory_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\tensor_bundle\libnaming.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\tensor_bundle\libtensor_bundle.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\platform\default\libdso_loader.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\boringssl\libcrypto.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\boringssl\libssl.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libalts_frame_protector.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libalts_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libalts_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libcensus.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libenvoy_ads_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libenvoy_core_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libenvoy_orca_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libenvoy_type_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgoogle_api_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgpr_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc++.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc++_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc++_codegen_base_src.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_base_c.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_client_authority_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_client_channel.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_client_idle_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_deadline_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_health_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_http_filters.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_policy_cds_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_policy_grpclb_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_policy_pick_first.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_policy_round_robin.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_policy_xds_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_lb_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_max_age_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_message_size_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_dns_ares.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_dns_native.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_dns_selection.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_fake.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_sockaddr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_resolver_xds_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_server_backward_compatibility.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_trace.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_alpn.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_client_connector.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_client_insecure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_client_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_server.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_server_insecure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_chttp2_server_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_transport_inproc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_workaround_cronet_compression_filter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libgrpc_xds_client_secure.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libproto_gen_validate_upb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libtsi.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\libtsi_interface.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_googlesource_code_re2\libre2.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_protobuf\libprotobuf_lite.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_protobuf\libprotoc_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\double_conversion\libdouble-conversion.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\farmhash_archive\libfarmhash.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\fft2d\libfft2d.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\gif\libgif.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\highwayhash\libarch_specific.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\highwayhash\libsip_hash.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\icu\libicuuc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\jsoncpp_git\libjsoncpp.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\libjpeg_turbo\libjpeg.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\libjpeg_turbo\libsimd_win_x86_64.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\lmdb\liblmdb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\mkl_dnn\libmkldnn_single_threaded.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\nsync\libnsync_cpp.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\org_sqlite\liborg_sqlite.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\png\libpng.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\snappy\libsnappy.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\upb\libupb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\zlib\libzlib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\src\compiler\libgrpc_plugin_support.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\third_party\address_sorting\libaddress_sorting.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libbase.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libdynamic_annotations.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libmalloc_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libspinlock_wait.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libthrow_delegate.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\container\libhashtablez_sampler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\container\libraw_hash_set.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libdebugging_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libdemangle_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libleak_check.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libstacktrace.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libsymbolize.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libconfig.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libflag.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libhandle.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libinternal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libmarshalling.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libregistry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\hash\libcity.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\hash\libhash.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\numeric\libint128.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\strings\libinternal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\strings\libstrings.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\strings\libstr_format_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\synchronization\libgraphcycles_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\synchronization\libsynchronization.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\time\libtime.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\types\libbad_optional_access.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\types\libbad_variant_access.a

次の記号がありません

1>------ Build started: Project: ConsoleApplication1, Configuration: Release x64 ------
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: virtual __cdecl tensorflow::GPUOptions::~GPUOptions(void)" (??1GPUOptions@tensorflow@@UEAA@XZ)
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: __cdecl tensorflow::GPUOptions::GPUOptions(void)" (??0GPUOptions@tensorflow@@QEAA@XZ)
1>C:\Users\Administrator\source\repos\ConsoleApplication1\x64\Release\ConsoleApplication1.exe : fatal error LNK1120: 2 unresolved externals
1>Done building project "ConsoleApplication1.vcxproj" -- FAILED.

これはコンパイルの結果です

#include "tensorflow/core/protobuf/control_flow.pb.h"
#include "tensorflow/core/protobuf/config.pb.h"
#include <iostream>

int main() {
    tensorflow::GPUOptions gpu_options;

    std::cout << "Before: allocator_type " << gpu_options.allocator_type() << std::endl;
    gpu_options.set_visible_device_list("0");
    std::cout << "After: allocator_type " << gpu_options.allocator_type() << std::endl;

}

MSVC2019を使用

次のプロジェクト。

<?xml version="1.0" encoding="utf-8"?>
<Project DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
  <ItemGroup Label="ProjectConfigurations">
    <ProjectConfiguration Include="Debug|Win32">
      <Configuration>Debug</Configuration>
      <Platform>Win32</Platform>
    </ProjectConfiguration>
    <ProjectConfiguration Include="Release|Win32">
      <Configuration>Release</Configuration>
      <Platform>Win32</Platform>
    </ProjectConfiguration>
    <ProjectConfiguration Include="Debug|x64">
      <Configuration>Debug</Configuration>
      <Platform>x64</Platform>
    </ProjectConfiguration>
    <ProjectConfiguration Include="Release|x64">
      <Configuration>Release</Configuration>
      <Platform>x64</Platform>
    </ProjectConfiguration>
  </ItemGroup>
  <PropertyGroup Label="Globals">
    <VCProjectVersion>16.0</VCProjectVersion>
    <Keyword>Win32Proj</Keyword>
    <ProjectGuid>{15645cc9-98bf-42cf-a46f-13601b0520cc}</ProjectGuid>
    <RootNamespace>ConsoleApplication1</RootNamespace>
    <WindowsTargetPlatformVersion>10.0</WindowsTargetPlatformVersion>
  </PropertyGroup>
  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.Default.props" />
  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'" Label="Configuration">
    <ConfigurationType>Application</ConfigurationType>
    <UseDebugLibraries>true</UseDebugLibraries>
    <PlatformToolset>v142</PlatformToolset>
    <CharacterSet>Unicode</CharacterSet>
  </PropertyGroup>
  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|Win32'" Label="Configuration">
    <ConfigurationType>Application</ConfigurationType>
    <UseDebugLibraries>false</UseDebugLibraries>
    <PlatformToolset>v142</PlatformToolset>
    <WholeProgramOptimization>true</WholeProgramOptimization>
    <CharacterSet>Unicode</CharacterSet>
  </PropertyGroup>
  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|x64'" Label="Configuration">
    <ConfigurationType>Application</ConfigurationType>
    <UseDebugLibraries>true</UseDebugLibraries>
    <PlatformToolset>v142</PlatformToolset>
    <CharacterSet>Unicode</CharacterSet>
  </PropertyGroup>
  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|x64'" Label="Configuration">
    <ConfigurationType>Application</ConfigurationType>
    <UseDebugLibraries>false</UseDebugLibraries>
    <PlatformToolset>v142</PlatformToolset>
    <WholeProgramOptimization>true</WholeProgramOptimization>
    <CharacterSet>Unicode</CharacterSet>
  </PropertyGroup>
  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
  <ImportGroup Label="ExtensionSettings">
  </ImportGroup>
  <ImportGroup Label="Shared">
  </ImportGroup>
  <ImportGroup Label="PropertySheets" Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'">
    <Import Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" />
  </ImportGroup>
  <ImportGroup Label="PropertySheets" Condition="'$(Configuration)|$(Platform)'=='Release|Win32'">
    <Import Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" />
  </ImportGroup>
  <ImportGroup Label="PropertySheets" Condition="'$(Configuration)|$(Platform)'=='Debug|x64'">
    <Import Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" />
  </ImportGroup>
  <ImportGroup Label="PropertySheets" Condition="'$(Configuration)|$(Platform)'=='Release|x64'">
    <Import Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" />
  </ImportGroup>
  <PropertyGroup Label="UserMacros" />
  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'">
    <LinkIncremental>true</LinkIncremental>
  </PropertyGroup>
  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|Win32'">
    <LinkIncremental>false</LinkIncremental>
  </PropertyGroup>
  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|x64'">
    <LinkIncremental>true</LinkIncremental>
  </PropertyGroup>
  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|x64'">
    <LinkIncremental>false</LinkIncremental>
  </PropertyGroup>
  <ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'">
    <ClCompile>
      <WarningLevel>Level3</WarningLevel>
      <SDLCheck>true</SDLCheck>
      <PreprocessorDefinitions>WIN32;_DEBUG;_CONSOLE;%(PreprocessorDefinitions)</PreprocessorDefinitions>
      <ConformanceMode>true</ConformanceMode>
    </ClCompile>
    <Link>
      <SubSystem>Console</SubSystem>
      <GenerateDebugInformation>true</GenerateDebugInformation>
    </Link>
  </ItemDefinitionGroup>
  <ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Release|Win32'">
    <ClCompile>
      <WarningLevel>Level3</WarningLevel>
      <FunctionLevelLinking>true</FunctionLevelLinking>
      <IntrinsicFunctions>true</IntrinsicFunctions>
      <SDLCheck>true</SDLCheck>
      <PreprocessorDefinitions>WIN32;NDEBUG;_CONSOLE;%(PreprocessorDefinitions)</PreprocessorDefinitions>
      <ConformanceMode>true</ConformanceMode>
      <AdditionalIncludeDirectories>C:\Users\Administrator\dev\tensorflow;C:\Users\Administrator\dev\tensorflow\bazel-tensorflow\external\com_google_protobuf\src;C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow;C:\Users\Administrator\dev\tensorflow\bazel-bin;C:\Users\Administrator\dev\tensorflow\tensorflow;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
    </ClCompile>
    <Link>
      <SubSystem>Console</SubSystem>
      <EnableCOMDATFolding>true</EnableCOMDATFolding>
      <OptimizeReferences>true</OptimizeReferences>
      <GenerateDebugInformation>true</GenerateDebugInformation>
      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C:\Users\Administrator\dev\tensorflow\bazel-bin\external\libjpeg_turbo\libsimd_win_x86_64.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\lmdb\liblmdb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\mkl_dnn\libmkldnn_single_threaded.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\nsync\libnsync_cpp.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\org_sqlite\liborg_sqlite.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\png\libpng.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\snappy\libsnappy.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\upb\libupb.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\zlib\libzlib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\src\compiler\libgrpc_plugin_support.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\third_party\address_sorting\libaddress_sorting.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libbase.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libdynamic_annotations.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libmalloc_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libspinlock_wait.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\libthrow_delegate.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\container\libhashtablez_sampler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\container\libraw_hash_set.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libdebugging_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libdemangle_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libleak_check.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libstacktrace.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\libsymbolize.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libconfig.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libflag.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libhandle.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libinternal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libmarshalling.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\libregistry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\hash\libcity.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\hash\libhash.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\numeric\libint128.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\strings\libinternal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\strings\libstrings.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\strings\libstr_format_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\synchronization\libgraphcycles_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\synchronization\libsynchronization.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\time\libtime.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\types\libbad_optional_access.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\types\libbad_variant_access.a %(AdditionalOptions)</AdditionalOptions>
    </Link>
  </ItemDefinitionGroup>
  <ItemGroup>
    <ClCompile Include="ConsoleApplication1.cpp" />
  </ItemGroup>
  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
  <ImportGroup Label="ExtensionTargets">
  </ImportGroup>
</Project>

dev.zip

@gunan
だから私の質問は次のとおりです：

libprotobuf.libにリンクして$＃ tensorflow_cc.dllのシンボルを提供できず、静的にリンクする必要がある場合、どのように行いますか？

コードmain.cppをコンパイルして、静的リンクの結果として何が得られるか教えていただけますか？

main.cpp

#include "tensorflow/core/protobuf/control_flow.pb.h"
#include "tensorflow/core/protobuf/config.pb.h"
#include <iostream>

int main() {
    tensorflow::GPUOptions gpu_options;

    std::cout << "Before: allocator_type " << gpu_options.allocator_type() << std::endl;
    gpu_options.set_visible_device_list("0");
    std::cout << "After: allocator_type " << gpu_options.allocator_type() << std::endl;

}

samhodge 2020年06月09日

以前に少し調べたところ、tensorflow / core / protobufのconfig.protoにシンボルがないようで、.oファイルは見つかりましたが、これらのオブジェクトファイルがあるかどうかを確認するためにbazel間接内のパスをたどることができませんでした最終的に.aオブジェクトアーカイブの1つになりますが、明らかにそうではないか、シンボルが欠落していません。

しかし、これは問題の一部ですか？

.protoファイルは.ccファイルを作成し、それがオブジェクトファイルを作成しますが、ヘッダーも作成されます。ヘッダーがシンボルを公開済みとして宣言しているかどうかはわかりません。

午前中に、追加のライブラリに.oファイルを追加してみます。ただし、追加ライブラリとライブラリには文字数制限があるため、各オブジェクトファイルを追加できない場合があります。

これにより、静的な.lib.aファイルと.oファイルが1つの大きな静的アーカイブに詰め込まれます。

これは、LinuxおよびmacOSでbazelを使用して実行する必要があり、シェルでワードサイズが大きい場合は、オブジェクトファイルから実行できます。

@gunan
C ++とTensorflowの静的ターゲットを用意できますか？

samhodge 2020年06月09日

リーズナブルだと思います。
@meteorcloudy @samhodgeが上記でマイニングした個々の.aファイルの組み合わせとなるターゲットを作成するにはどうすればよいですか？バゼルはこれらをマージできますか？

gunan 2020年06月09日

🚀1 🎉1

以下へのリンク
次の欠落した記号が表示されます

添付資料参照
output.zip

コンパイルするとき

C:\Users\Administrator\dev\tensorflow\bazel-bin\external\boringssl\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\src\compiler\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_github_grpc_grpc\third_party\address_sorting\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\base\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\container\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\debugging\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\flags\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\hash\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\numeric\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\strings\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\synchronization\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\time\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_absl\absl\types\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_google_protobuf\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\com_googlesource_code_re2\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\double_conversion\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\farmhash_archive\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\fft2d\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\gif\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\highwayhash\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\icu\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\jsoncpp_git\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\libjpeg_turbo\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\llvm-project\llvm\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\lmdb\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\mkl_dnn\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\nsync\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\org_sqlite\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\png\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\snappy\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\upb\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\external\zlib\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\profiler\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\saved_model\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\graphcycles\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\cc\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\kernels\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\lib\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\client\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\service\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\common_runtime\eager\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\debug\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\eager\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\rpc\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\clusters\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\costs\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\inputs\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\optimizers\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\utils\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\verifiers\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\batching_util\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\boosted_trees\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\data\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\rnn\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\tensor_forest\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\bfloat16\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\core\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\db\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\hash\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\io\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\monitoring\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\png\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\strings\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\default\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\windows\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\convert\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\lib\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\utils\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\summary\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\tpu\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\ctc\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\proto\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\rpc\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\tensor_bundle\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\host\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\lib\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\platform\default\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\rocm\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\tools\proto_text\*.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\_objs\xla_activity_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\_objs\host_compute_metadata_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\_objs\tf2xla_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\_objs\xla_data_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\_objs\xla_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\service\_objs\hlo_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\service\gpu\_objs\gpu_autotuning_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\_objs\autotuning_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\_objs\conv_autotuning_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\_objs\eager_service_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\_objs\master_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\_objs\worker_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\debug\_objs\debug_service_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\debug\_objs\debugger_event_metadata_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\example\_objs\example_parser_configuration_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\allocation_description_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\api_def_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\attr_value_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\cost_graph_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\device_attributes_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\function_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\graph_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\graph_transfer_info_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\kernel_def_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\log_memory_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\node_def_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\op_def_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\reader_base_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\remote_fused_graph_execute_info_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\resource_handle_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\step_stats_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\summary_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\tensor_description_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\tensor_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\tensor_shape_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\tensor_slice_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\types_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\variable_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\_objs\versions_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\boosted_trees\_objs\boosted_trees_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\lib\core\_objs\error_codes_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\protobuf\_objs\xplane_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\protobuf\tpu\_objs\optimization_parameters_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\protobuf\tpu\_objs\tpu_embedding_configuration_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\protobuf\tpu\_objs\tpu_embedding_output_layout_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\_objs\event_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\_objs\memmapped_file_system_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\_objs\saved_tensor_slice_proto_cc_impl\*.o
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\_objs\dnn_proto_cc_impl\*.o

インクルードファイルを

C:\Users\Administrator\dev\tensorflow
C:\Users\Administrator\dev\tensorflow\bazel-tensorflow\external\com_google_protobuf\src
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow
C:\Users\Administrator\dev\tensorflow\bazel-bin
C:\Users\Administrator\dev\tensorflow\tensorflow

コンパイルは成功し、リンクは上記のように失敗します。

samhodge 2020年06月10日

ありがとう、後でやってみます。

------------------原始邮件------------------
ρ件人： "Sam Hodge" < [email protected]>;
ρ送時間：2020年6月10日（星期三）上午8:55
収件人： "tensorflow / tensorflow" < [email protected]>;
抄送： "Subscribed" < [email protected]>;
主题：Re：[tensorflow / tensorflow] Windows C ++ tensorflow_cc.dllの「アロケータタイプ」と「表示デバイスリスト」の文字列gpuオプション間でメモリアドレスが重複しています（＃39439）

以下へのリンク
次の欠落した記号が表示されます

添付資料参照
output.zip

コンパイルするとき
C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ compiler \ jit_objs \ xla_activity_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ compiler \ tf2xla_objshost_compute_metadata_proto_cc_ \ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ compiler \ tf2xla_objs \ tf2xla_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ compiler \ xla_objs \ xla_data_proto_cc_impl * \ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ compiler \ xla_objs \ xla_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ compiler \ xla \ service_objshlo_proto_cc_impl * .o C： \ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ compiler \ xla \ service \ gpu_objs \ gpu_autotuning_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core_objs \ autotuning_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core_objs \ conv_autotuning_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-b in \ tensorflow \ core_objs \ eager_service_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core_objsmaster_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core_objs \ worker_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ debug_objs \ debug_service_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ debug_objs \ debug_event_metadata_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ example_objs \ example_parser_configuration_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs distribution_description_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ api_def_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ attr_value_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ cost_g raph_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ device_attributes_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ function_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ graph_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ graph_transfer_info_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ kernel_def_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ log_memory_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ node_def_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ op_def_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ reader_base_proto_cc_impl * .o C：\ Users \ Ad ministrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ remote_fused_graph_execute_info_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ resource_handle_proto_cc_impl * .o C：\ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ step_stats_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ summary_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ tensor_description_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ tensor_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ tensor_shape_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ tensor_slice_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ types_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ variable_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ framework_objs \ versions_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ kernels \ boosted_trees_objs \ boosted_trees_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ lib \ core_objs \ error_codes_proto_cc_impl * .o \ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ profiler \ protobuf_objs \ xplane_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ protobuf \ tpu_objs \ optimization_parameters_proto_cc_ .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ protobuf \ tpu_objs \ tpu_embedding_configuration_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ protobuf \ tpu_objs \ tpu_embedding_output_layout_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ util_objs \ event_proto_cc_impl *。 o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ util_objs \ memmapped_file_system_proto_cc_impl * .o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ core \ util_objs \ saved_tensor_slice_proto_cc_impl o C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow \ stream_executor_objs \ dnn_proto_cc_impl * .o
インクルードファイルを
C：\ Users \ Administrator \ dev \ tensorflow C：\ Users \ Administrator \ dev \ tensorflow \ bazel-tensorflow \ external \ com_google_protobuf \ src C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin \ tensorflow C：\ Users \ Administrator \ dev \ tensorflow \ bazel-bin C：\ Users \ Administrator \ dev \ tensorflow \ tensorflow
コンパイルは成功し、リンクは上記のように失敗します。

—
このスレッドにサブスクライブしているため、これを受け取っています。
このメールに直接返信するか、GitHubで表示するか、登録を解除してください。

hunim 2020年06月10日

私は困惑しています。 com_google_protobufの下で.aファイルを取得しているようです。シンボルエラーがどのように表示されているのかわかりません。

gunan 2020年06月10日

私は困惑しています。 com_google_protobufの下で.aファイルを取得しているようです。シンボルエラーがどのように表示されているのかわかりません。

ええ、それは不可解に思えます。他の誰かが自分で試してみたい場合、これは基本的にr2.2から作成されたアーティファクトであり、Visual Studio2019で定義されたCUDA10.2でターゲット//tensorflow:tensorflow_cc.dllを構築します。

samhodge 2020年06月10日

私は困惑しています。 com_google_protobufの下で.aファイルを取得しているようです。シンボルエラーがどのように表示されているのかわかりません。

.proto $ファイルから作成された.oファイルを含めない場合、欠落している記号は次のとおりです。

1>------ Build started: Project: ConsoleApplication1, Configuration: Release x64 ------
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: virtual __cdecl tensorflow::GPUOptions::~GPUOptions(void)" (??1GPUOptions@tensorflow@@UEAA@XZ)
1>ConsoleApplication1.obj : error LNK2001: unresolved external symbol "public: __cdecl tensorflow::GPUOptions::GPUOptions(void)" (??0GPUOptions@tensorflow@@QEAA@XZ)
1>C:\Users\Administrator\source\repos\ConsoleApplication1\x64\Release\ConsoleApplication1.exe : fatal error LNK1120: 2 unresolved externals
1>Done building project "ConsoleApplication1.vcxproj" -- FAILED.

C ++ protobuf .protoターゲットの.oファイルを含めると、このリストが約200個の欠落しているシンボルに拡張されます。

samhodge 2020年06月10日

@meteorcloudy @sanjoy @gunan

この問題が発生してから1か月が経過しました。

求められたすべてのことを試しましたが、まだ20行未満の複製ケースを実行できない段階にあります。

この旅には、完全で再現性のあるコンパイル時間とランタイム環境の作成が含まれます。

リンク時に、動的にリンクする必要があることを示すC宣言としてGPUOptions C ++コンストラクタとデストラクタの2つのシンボルが欠落していることになりました。

しかし、私たちは静的にリンクしようとしています。

次のステップは、GitHubの.protoファイルから作成された.cc中間体を調べて、欠落しているシンボルが白黒で表示されているかどうかを確認することです。

そこからは2つの結果しか見ることができません

シンボルがあり、リンクプロセスに従います

シンボルが欠落しているため、アップストリームを調べて、GPUOptionsコンストラクタとデストラクタを.ldsファイルのDEFリストに追加し、.proroから実行可能ファイルへの変換がソフトウェアの意図された動作と一致していることを確認します。

しかし、これは動的リンクソリューションであり、Windowsの65Kシンボル制限を克服するための静的リンクが最善の解決策であると言われています。

bazelがこのプロセスをどのように実行するかについての設計ドキュメントがないため

私はTensorflowチームに頼って案内してくれます。

または、私はただ仮定を立て続け、それから実験でそれらをテストします。これは私の限られたリソースの不十分な使用です

ガイダンスをお願いできますか？

サム

samhodge 2020年06月11日

後者の参考のためにこれをここに残します

https://en.wikipedia.org/wiki/X86_calling_conventions

samhodge 2020年06月11日

こんにちは、サムさん、
あなたのコメントに感謝します。
上で述べたように、私はアイデアがなく、これらのいくつかを説明するのに役立つWindowsの専門知識に関するバゼルが必要な段階にあります。

残念ながら、bazelチームはドイツにあります。また、githubからの問題に対応するためのさまざまな休暇スケジュール、さまざまな制約、およびプロセスがあります。あなたがそうであるように、私も彼らからのフィードバックとガイダンスを待っています。

gunan 2020年06月11日

透明性のおかげでそれは確かに欲求不満のレベルを助けます

時間が許せば今朝さらに実験をします

私はあなたが与えることができるものに本当に感謝しています

乾杯！

samhodge 2020年06月11日

config.proto $の結果であるconfig.pb.hとconfig.pb.ccをご覧ください。

https://github.com/tensorflow/tensorflow/commit/a94839d7910dc5dfa4b6cde20445b1d5a2fa53b8

すなわち

https://github.com/tensorflow/tensorflow/blob/r2.2/tensorflow/core/protobuf/config.proto

protobuf.zip

関連するコードを貼り付けます。

#if !defined(_MSC_VER) || _MSC_VER >= 1900
const int GPUOptions::kPerProcessGpuMemoryFractionFieldNumber;
const int GPUOptions::kAllowGrowthFieldNumber;
const int GPUOptions::kAllocatorTypeFieldNumber;
const int GPUOptions::kDeferredDeletionBytesFieldNumber;
const int GPUOptions::kVisibleDeviceListFieldNumber;
const int GPUOptions::kPollingActiveDelayUsecsFieldNumber;
const int GPUOptions::kPollingInactiveDelayMsecsFieldNumber;
const int GPUOptions::kForceGpuCompatibleFieldNumber;
const int GPUOptions::kExperimentalFieldNumber;
#endif  // !defined(_MSC_VER) || _MSC_VER >= 1900

GPUOptions::GPUOptions()
  : ::PROTOBUF_NAMESPACE_ID::Message(), _internal_metadata_(nullptr) {
  SharedCtor();
  // @@protoc_insertion_point(constructor:tensorflow.GPUOptions)
}
GPUOptions::GPUOptions(::PROTOBUF_NAMESPACE_ID::Arena* arena)
  : ::PROTOBUF_NAMESPACE_ID::Message(),
  _internal_metadata_(arena) {
  SharedCtor();
  RegisterArenaDtor(arena);
  // @@protoc_insertion_point(arena_constructor:tensorflow.GPUOptions)
}
GPUOptions::GPUOptions(const GPUOptions& from)
  : ::PROTOBUF_NAMESPACE_ID::Message(),
      _internal_metadata_(nullptr) {
  _internal_metadata_.MergeFrom(from._internal_metadata_);
  allocator_type_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited());
  if (from.allocator_type().size() > 0) {
    allocator_type_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), from.allocator_type(),
      GetArenaNoVirtual());
  }
  visible_device_list_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited());
  if (from.visible_device_list().size() > 0) {
    visible_device_list_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), from.visible_device_list(),
      GetArenaNoVirtual());
  }
  if (from.has_experimental()) {
    experimental_ = new ::tensorflow::GPUOptions_Experimental(*from.experimental_);
  } else {
    experimental_ = nullptr;
  }
  ::memcpy(&per_process_gpu_memory_fraction_, &from.per_process_gpu_memory_fraction_,
    static_cast<size_t>(reinterpret_cast<char*>(&polling_inactive_delay_msecs_) -
    reinterpret_cast<char*>(&per_process_gpu_memory_fraction_)) + sizeof(polling_inactive_delay_msecs_));
  // @@protoc_insertion_point(copy_constructor:tensorflow.GPUOptions)
}

void GPUOptions::SharedCtor() {
  ::PROTOBUF_NAMESPACE_ID::internal::InitSCC(&scc_info_GPUOptions_tensorflow_2fcore_2fprotobuf_2fconfig_2eproto.base);
  allocator_type_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited());
  visible_device_list_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited());
  ::memset(&experimental_, 0, static_cast<size_t>(
      reinterpret_cast<char*>(&polling_inactive_delay_msecs_) -
      reinterpret_cast<char*>(&experimental_)) + sizeof(polling_inactive_delay_msecs_));
}

GPUOptions::~GPUOptions() {
  // @@protoc_insertion_point(destructor:tensorflow.GPUOptions)
  SharedDtor();
}

void GPUOptions::SharedDtor() {
  GOOGLE_DCHECK(GetArenaNoVirtual() == nullptr);
  allocator_type_.DestroyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited());
  visible_device_list_.DestroyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited());
  if (this != internal_default_instance()) delete experimental_;
}

void GPUOptions::ArenaDtor(void* object) {
  GPUOptions* _this = reinterpret_cast< GPUOptions* >(object);
  (void)_this;
}
void GPUOptions::RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena*) {
}
void GPUOptions::SetCachedSize(int size) const {
  _cached_size_.Set(size);
}
const GPUOptions& GPUOptions::default_instance() {
  ::PROTOBUF_NAMESPACE_ID::internal::InitSCC(&::scc_info_GPUOptions_tensorflow_2fcore_2fprotobuf_2fconfig_2eproto.base);
  return *internal_default_instance();
}

これらのシンボルがcdeclでラップされていないことがわかります

見る
https://docs.microsoft.com/en-us/cpp/cpp/cdecl?view=vs-2019

したがって、シンボルが欠落しています。

編集してみます：

https://github.com/tensorflow/tensorflow/blob/r2.2/tensorflow/tf_exported_symbols.lds

*GPUOptions*を追加するには

次に、そこから物事がどこに行くのかを見てください。

samhodge 2020年06月15日

今日はこれに少し時間を費やしています

しかし、2つの回避策があります

このコメントを参照してくださいhttps://github.com/tensorflow/tensorflow/issues/23542#issuecomment-464730964

そして、このスレッドでは、シンボルを公開している間、TF_EXPORTマクロは、 .protoから.pb.ccおよび.pb.hのコンパイルのレイヤーを経由しません。

したがって、protobufを介してコンパイルされたシンボルを公開するメカニズムが必要です。

samhodge 2020年06月15日

OK私はある程度の進歩を遂げました

このプログラムから

@gunanが推奨するC ++ドライバー

#include "tensorflow/core/protobuf/control_flow.pb.h"
#include "tensorflow/core/protobuf/config.pb.h"
#include <iostream>

int main() {
    tensorflow::GPUOptions gpu_options;

    std::cout << "Before: allocator_type " << gpu_options.allocator_type() << std::endl;
    gpu_options.set_visible_device_list("0");
    std::cout << "After: allocator_type " << gpu_options.allocator_type() << std::endl;



}

MSVC2019からの出力

2020-06-15 13:32:45.972341: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_102.dll
Before: allocator_type
After: allocator_type 0

C:\Users\Administrator\source\repos\ConsoleApplication1\x64\Release\ConsoleApplication1.exe (process 10276) exited with code 0.
To automatically close the console when debugging stops, enable Tools->Options->Debugging->Automatically close the console when debugging stops.
Press any key to close this window . . .

インクルードディレクトリは次のとおりです。

C:\Users\Administrator\dev\attempt2\tensorflow\bazel-tensorflow\external\com_google_protobuf\src
C:\Users\Administrator\dev\attempt2\tensorflow\bazel-bin\tensorflow
C:\Users\Administrator\dev\attempt2\tensorflow\bazel-bin
C:\Users\Administrator\dev\attempt2\tensorflow
%(AdditionalIncludeDirectories)

にリンクされていました

C:\Users\Administrator\dev\attempt2\tensorflow\bazel-bin\external\com_google_protobuf\libprotoc_lib.a
C:\Users\Administrator\dev\attempt2\tensorflow\bazel-bin\external\com_google_protobuf\libprotobuf_lite.a
C:\Users\Administrator\dev\attempt2\tensorflow\bazel-bin\tensorflow\tensorflow_cc.lib
%(AdditionalDependencies)

これらはから作成されたアーティファクトです

cd C:\Users\Administrator\dev\
mkdir attempt2
git clone https://github.com/tensorflow/tensorflow.git
cd .\tensorflow
git checkout r2.2
notepad.exe .\tensorflow\tf_version_script.lds (add line '*GPUOptions*')
notepad.exe .\tensorflow\tf_exported_symbols.lds (add line '*GPUOptions*')
. .\..\..\scripts\buildenv.ps1
. .\..\..\script\build-tf.ps1

スクリプトに含まれる場所

buildenv.ps1

pushd 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Auxiliary\Build\'    
cmd /c "vcvarsall.bat x64 & set" |
foreach {
  if ($_ -match "=") {
    $v = $_.split("="); set-item -force -path "ENV:\$($v[0])"  -value "$($v[1])"
  }
}
popd
write-host "`nVisual Studio 2019 Command Prompt variables set." -ForegroundColor Yellow

build-tf.ps1

$ENV:USE_BAZEL_VERSION="2.0.0"
$ENV:PYTHON_BIN_PATH="C:/ProgramData/Anaconda3/python.exe"
$ENV:PYTHON_LIB_PATH="C:/ProgramData/Anaconda3/"
$ENV:Path += ";C:/msys64/usr/bin"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/bin"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/extras/CUPTI/libx64"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/cudnn-10.2-windows10-x64-v7.6.5.32/cuda/bin"
$ENV:BAZEL_SH = "C:/msys64/usr/bin/bash.exe"
$ENV:CUDA_TOOLKIT_PATH="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/"
$ENV:TF_CUDA_VERSION="10.2"
$ENV:CUDNN_INSTALL_PATH="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/cudnn-10.2-windows10-x64-v7.6.5.32/cuda"
$ENV:TF_CUDA_COMPUTE_CAPABILITIES="7.0"
$ENV:TF_CUDNN_VERSION="7"
$ENV:TF_NCCL_VERSION="1"
$ENV:TF_CUDA_CLANG="0"
$ENV:TF_NEED_CUDA="1"
$ENV:TF_NEED_ROCM="0"
$ENV:TF_NEED_OPENCL_SYCL="0"


$params = "configure.py",""
cmd /c "ECHO Y" | & python.exe <strong i="12">@params</strong> 
bazel.exe build --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=small,medium --jobs=48 //tensorflow:tensorflow_cc.dll 
bazel.exe build --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=small,medium --jobs=48 //tensorflow:tensorflow_cc.lib

さらに
このC ++ドライバー

#include "tensorflow/core/protobuf/control_flow.pb.h"
#include "tensorflow/core/protobuf/config.pb.h"
#include <iostream>

int main() {
  tensorflow::GPUOptions gpu_options;

  gpu_options.set_visible_device_list("0");

  std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
  std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;

  gpu_options.set_allocator_type("7");

  std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl; 
  std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl; 


  gpu_options.set_visible_device_list("5");

  std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl; 
  std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl; 

  gpu_options.set_allocator_type("3");

  std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl; 
  std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl; 


}

生産する

2020-06-15 13:48:44.006207: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_102.dll
allocator_type 0
visible_device_list 0
allocator_type 7
visible_device_list 7
allocator_type 5
visible_device_list 5
allocator_type 3
visible_device_list 3

C:\Users\Administrator\source\repos\ConsoleApplication1\x64\Release\ConsoleApplication1.exe (process 11204) exited with code 0.
To automatically close the console when debugging stops, enable Tools->Options->Debugging->Automatically close the console when debugging stops.
Press any key to close this window . . .

samhodge 2020年06月15日

@sanjoy @gunan @meteorcloudyでは、 r2.2 CUDA 10.2 MSVC2019と上記のCUDNNバージョンを使用して再現手順を実行します。

これが私のgit diffです

PS C:\Users\Administrator\dev\attempt2\tensorflow> notepad.exe ..\..\scripts\buildenv.ps1
PS C:\Users\Administrator\dev\attempt2\tensorflow> git diff
diff --git a/tensorflow/tf_exported_symbols.lds b/tensorflow/tf_exported_symbols.lds
index 8bbd4199f8..cf6d24f672 100644
--- a/tensorflow/tf_exported_symbols.lds
+++ b/tensorflow/tf_exported_symbols.lds
@@ -8,3 +8,4 @@
 *nsync_*
 *stream_executor*
 *xla*
+*GPU*
diff --git a/tensorflow/tf_version_script.lds b/tensorflow/tf_version_script.lds
index 303ba98b9a..3ce222e76d 100644
--- a/tensorflow/tf_version_script.lds
+++ b/tensorflow/tf_version_script.lds
@@ -10,6 +10,7 @@ tensorflow {
     *nsync_*;
     *stream_executor*;
     *xla*;
+    *GPUOptions*
   local:
     *;
 };

samhodge 2020年06月15日

🚀1 🎉1 👍1

これを見て：

https://github.com/protocolbuffers/protobuf/blob/master/src/google/protobuf/arenastring.h#L249

  // Called from generated code / reflection runtime only. Resets value to point
  // to a default string pointer, with the semantics that this ArenaStringPtr
  // does not own the pointed-to memory. Disregards initial value of ptr_ (so
  // this is the *ONLY* safe method to call after construction or when
  // reinitializing after becoming the active field in a oneof union).
  inline void UnsafeSetDefault(const ::std::string* default_value) {
    // Casting away 'const' is safe here: accessors ensure that ptr_ is only
    // returned as a const if it is equal to default_value.
    ptr_ = const_cast< ::std::string*>(default_value);
  }

これにより、アロケータタイプと表示されているGPUリストが同じ文字列になりますか？

samhodge 2020年06月15日

@samhodge

私はwin_cc_static_libraryルールを作成して、Windows上のすべての推移的なdepsにリンクされた静的ccライブラリを構築しました。それが役立つかどうかを確認してください。

meteorcloudy 2020年06月15日

時間が許せば今から約7時間でやってみます

したがって、// t ensorflow：tensorflow_cc.dllターゲットに同じ依存関係を設定し、名前を付けるだけで魔法が発生し、余分なものを公開せずに.aまたは.libファイルにリンクできます。シンボル？

これは正しい@meteorcloudyですか？

samhodge 2020年06月15日

OK私はしばらく見つけました

これが私の方法です：

クローンr2.2
win_cc_static_library.bzlファイルをtensorflowディレクトリに追加します

load("@bazel_tools//tools/cpp:toolchain_utils.bzl", "find_cpp_toolchain")


# A rule to create a C++ static library linked with all given dependencies on Windows.
def _win_cc_static_library_impl(ctx):
    output_lib = ctx.actions.declare_file("{}.lib".format(ctx.attr.name))

    cc_toolchain = find_cpp_toolchain(ctx)

    lib_sets = []
    for dep in ctx.attr.deps:
        if hasattr(dep[CcInfo].linking_context.libraries_to_link, "to_list"):
            lib_sets.append(dep[CcInfo].linking_context.libraries_to_link)
        else:
            lib_sets.append(depset(direct = dep[CcInfo].linking_context.libraries_to_link))
    libraries_to_link = depset(transitive = lib_sets)

    libs = []
    libs.extend([lib.pic_static_library for lib in libraries_to_link.to_list() if lib.pic_static_library])
    libs.extend([
        lib.static_library
        for lib in libraries_to_link.to_list()
        if lib.static_library and not lib.pic_static_library
    ])

    params_file = ctx.actions.declare_file("{}.params".format(ctx.attr.name))

    params = ["/nologo", "/MACHINE:X64", "/OUT:{}".format(output_lib.path)]
    for lib in libs:
        params.append(lib.path)
    ctx.actions.write(
        output = params_file,
        content = "\n".join(params) + "\n",
    )

    ctx.actions.run(
        executable = cc_toolchain.ar_executable,
        arguments = ["@{}".format(params_file.path)],
        inputs = [params_file] + libs + cc_toolchain.all_files.to_list(),
        outputs = [output_lib],
        progress_message = "Creating static library {}".format(output_lib.path),
    )
    return [
        DefaultInfo(files = depset([output_lib])),
    ]

win_cc_static_library = rule(
    implementation = _win_cc_static_library_impl,
    attrs = {
        "deps": attr.label_list(),
        "_cc_toolchain": attr.label(
            default = "@bazel_tools//tools/cpp:current_cc_toolchain",
        ),
    },
    toolchains = ["@bazel_tools//tools/cpp:toolchain_type"],
)

テンソルフローのtensorflow\BUILDを変更して、追加で含める

load(":win_cc_static_library.bzl", "win_cc_static_library")

と

win_cc_static_library(
    name = "tensorflow_cc_static.lib",
    deps = [
        "//tensorflow/c:c_api",
        "//tensorflow/c/eager:c_api",
        "//tensorflow/cc:cc_ops",
        "//tensorflow/cc:client_session",
        "//tensorflow/cc:scope",
        "//tensorflow/cc/profiler",
        "//tensorflow/core:tensorflow",
    ] + if_ngraph(["@ngraph_tf//:ngraph_tf"]),
)

次に、次のbuildenv.ps1を. .\buildenv.ps1 $として調達します

pushd 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Auxiliary\Build\'    
cmd /c "vcvarsall.bat x64 & set" |
foreach {
  if ($_ -match "=") {
    $v = $_.split("="); set-item -force -path "ENV:\$($v[0])"  -value "$($v[1])"
  }
}
popd
write-host "`nVisual Studio 2019 Command Prompt variables set." -ForegroundColor Yellow

次に、bazelpowershellスクリプトのソース

$ENV:USE_BAZEL_VERSION="2.0.0"
$ENV:PYTHON_BIN_PATH="C:/ProgramData/Anaconda3/python.exe"
$ENV:PYTHON_LIB_PATH="C:/ProgramData/Anaconda3/"
$ENV:Path += ";C:/msys64/usr/bin"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/bin"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/extras/CUPTI/libx64"
$ENV:Path += ";C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/cudnn-10.2-windows10-x64-v7.6.5.32/cuda/bin"
$ENV:BAZEL_SH = "C:/msys64/usr/bin/bash.exe"
$ENV:CUDA_TOOLKIT_PATH="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.2/"
$ENV:TF_CUDA_VERSION="10.2"
$ENV:CUDNN_INSTALL_PATH="C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/cudnn-10.2-windows10-x64-v7.6.5.32/cuda"
$ENV:TF_CUDA_COMPUTE_CAPABILITIES="7.0"
$ENV:TF_CUDNN_VERSION="7"
$ENV:TF_NCCL_VERSION="1"
$ENV:TF_CUDA_CLANG="0"
$ENV:TF_NEED_CUDA="1"
$ENV:TF_NEED_ROCM="0"
$ENV:TF_NEED_OPENCL_SYCL="0"


$params = "configure.py",""
cmd /c "ECHO Y" | & python.exe <strong i="25">@params</strong> 
bazel.exe build --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=small,medium --jobs=48 //tensorflow:tensorflow_cc_static.lib

それは構築されているようです、それから私はそれに対してのみリンクし、シンボルが欠落していないかどうかを確認します。

もしそうなら、関連する.ldsファイルに*GPUOptions*を追加します

samhodge 2020年06月15日

longtime
約6時間後、ファイル

    Compiling tensorflow/core/kernels/rnn/lstm_ops.cc; 219s local
    Compiling tensorflow/core/kernels/cwise_op_div.cc; 219s local
    Compiling tensorflow/core/kernels/cwise_op_greater.cc; 219s local
    Compiling tensorflow/core/kernels/cwise_op_select.cc; 219s local
    Compiling tensorflow/core/kernels/cwise_op_squared_difference.cc; 219s local
    Compiling tensorflow/core/kernels/cwise_op_sub.cc; 219s local
    Compiling tensorflow/core/kernels/cwise_op_less.cc; 219s local
    Compiling tensorflow/core/kernels/cwise_op_less_equal.cc; 219s local ...

コンパイルされなかったので、.objファイルを削除して、ファイルシステムの不具合であり、すぐにビルドできると考え始めました。

私はマシンを一晩置いたままにして、何が通過するかを見るかもしれないと思います。

samhodge 2020年06月16日

ほぼ2時間後、48コアマシンと3つのターゲットが、別の2つのダウンストリームターゲットをブロックしました。

    Compiling tensorflow/core/kernels/cwise_op_div.cc; 6684s local
    Compiling tensorflow/core/kernels/cwise_op_select.cc; 6684s local
    Compiling tensorflow/core/kernels/cwise_op_sub.cc; 6684s local

samhodge 2020年06月16日

https://github.com/tensorflow/tensorflow/issues/10521のように見えます
.tf_configure.bazelrcファイルでbuild --define=override_eigen_strong_inline=true指定していますか？

meteorcloudy 2020年06月16日

よくわかりませんが、これが最新です

ERROR: C:/users/administrator/dev/attempt3/tensorflow/tensorflow/BUILD:1005:1: Creating static library bazel-out/x64_windows-opt/bin/tensorflow/tensorflow_cc_static.lib.lib failed (Exit 1248)
bazel-out/x64_windows-opt/bin/tensorflow/tensorflow_cc_static.lib.lib : fatal error LNK1248: image size (10155DB87) exceeds maximum allowable size (FFFFFFFF)
Target //tensorflow:tensorflow_cc_static.lib failed to build
INFO: Elapsed time: 19915.148s, Critical Path: 19913.97s
INFO: 11 processes: 11 local.
FAILED: Build did NOT complete successfully

samhodge 2020年06月16日

静的ライブラリが大きすぎるので、ここからどこへ行くのですか？

samhodge 2020年06月16日

DLLが数十MBしかないのに、静的ライブラリの合計サイズが2GBの制限を超えるのは奇妙なことですか？
bazel-out/x64_windows-opt/bin/tensorflow/tensorflow_cc_static.lib.paramsをチェックして、リンクしようとしているライブラリを確認できますか？たぶん、最初にルールをハックして、不要な依存関係をフィルタリングすることができます。

meteorcloudy 2020年06月16日

また、ビルドオプションとして--define=override_eigen_strong_inline=trueがないために、objファイルが非常に大きくなる可能性があります。
--define=override_eigen_strong_inline=trueで再構築してみてください。

meteorcloudy 2020年06月16日

すぐに試すことができます。チェックしたのは夜遅くだったので、リソースを節約するために、大規模なクラウドインスタンスを一晩シャットダウンしました。

アドバイスありがとうございます@meteorcloudyあなたはとても役に立ちました。バゼルマクロは、ゲームに戻る必要があるインラインオプションで魅力的に機能しました

samhodge 2020年06月16日

https://github.com/tensorflow/tensorflow/issues/39439#issuecomment-644408408からの手順を繰り返します。

--define=override_eigen_strong_inline=true

samhodge 2020年06月16日

＃39439（コメント）からの手順を繰り返します。
--define=override_eigen_strong_inline=true

これで修正されたようですが、現在ははるかに高速に構築されており、ファイルサイズも小さくなることを願っています。

samhodge 2020年06月17日

次のメッセージで突然終了しました

ERROR: C:/users/administrator/dev/attempt4/tensorflow/tensorflow/core/kernels/BUILD:3866:1: undeclared inclusion(s) in rule '//tensorflow/core/kernels:roll_op_gpu':
this rule is missing dependency declarations for the following files included by 'tensorflow/core/kernels/roll_op_gpu.cu.cc':
  'C:/Users/Administrator/AppData/Local/Temp/2/nvcc_inter_files_tmp_dir/tmpk43bfc1w/roll_op_gpu.cu.cudafe1.stub.c'
  'C:/Users/Administrator/AppData/Local/Temp/2/nvcc_inter_files_tmp_dir/tmpk43bfc1w/roll_op_gpu.cu.fatbin.c'
Target //tensorflow:tensorflow_cc_static failed to build
INFO: Elapsed time: 932.630s, Critical Path: 200.13s
INFO: 4640 processes: 4640 local.
FAILED: Build did NOT complete successfully

samhodge 2020年06月17日

静的ライブラリが非常に大きいことに驚いていません。ダイナミックライブラリまたは実行可能ファイルを作成する場合、最後のリンク手順で多くのことを取り除くことができます。結果の静的ライブラリを最終的なリンカーにフィードし、より小さなバイナリを作成するとどうなりますか。

その失敗については、不満のあるファイルはヘッダーではないので、よくわかりません。

gunan 2020年06月17日

私は新しいクローンで繰り返し、それが繰り返し可能かどうかを確認しています。

最初のgitクローンに問題があり、スタックし、すべてのファイルを削除せずに再起動しました。破損したファイルがあった可能性があります。

samhodge 2020年06月17日

同じ問題

しかし、インラインオプションを使用すると、はるかに迅速に配信されます。

ERROR: C:/users/administrator/dev/attempt6/tensorflow/tensorflow/BUILD:974:1: Creating static library bazel-out/x64_windows-opt/bin/tensorflow/tensorflow_cc_static.lib failed (Exit 1248)
bazel-out/x64_windows-opt/bin/tensorflow/tensorflow_cc_static.lib : fatal error LNK1248: image size (100BBED71) exceeds maximum allowable size (FFFFFFFF)
Target //tensorflow:tensorflow_cc_static failed to build
INFO: Elapsed time: 1733.736s, Critical Path: 339.51s
INFO: 6745 processes: 6745 local.
FAILED: Build did NOT complete successfully

samhodge 2020年06月17日

狡猾な悪魔なので、これは私を止めません

私はこれを持っていますC:\Users\Administrator\dev\attempt6\tensorflow\bazel-out\x64_windows-opt\bin\tensorflow\tensorflow_cc_static.params

/nologo
/MACHINE:X64
/OUT:bazel-out/x64_windows-opt/bin/tensorflow/tensorflow_cc_static.lib
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/numeric/libint128.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/base/libspinlock_wait.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/base/libdynamic_annotations.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/base/libbase.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/base/libthrow_delegate.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/strings/libinternal.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/strings/libstrings.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/types/libbad_optional_access.a
bazel-out/x64_windows-opt/bin/external/com_google_protobuf/libprotobuf_lite.a
bazel-out/x64_windows-opt/bin/external/com_google_protobuf/libprotobuf.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/protobuf/libxplane_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/util/libtest_log_proto_impl_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/util/libmemmapped_file_system_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libversions_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libtypes_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libtensor_slice_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libtensor_shape_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libresource_handle_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libtensor_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/util/libsaved_tensor_slice_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libsummary_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/util/libevent_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/liberror_codes_proto_impl_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/core/liberror_codes_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libvariable_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/liballocation_description_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libtensor_description_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libstep_stats_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libattr_value_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libop_def_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libnode_def_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libfunction_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libgraph_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libremote_fused_graph_execute_info_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libreader_base_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/liblog_memory_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libkernel_def_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libgraph_transfer_info_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libdevice_attributes_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libcost_graph_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libapi_def_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/example/libexample_parser_configuration_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/example/libexample_protos_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/libcore_protos_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/costs/libop_performance_data_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/stream_executor/libdnn_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/libconv_autotuning_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/libautotuning_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/external/double_conversion/libdouble-conversion.a
bazel-out/x64_windows-opt/bin/external/zlib/libzlib.a
bazel-out/x64_windows-opt/bin/external/snappy/libsnappy.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/windows/libenv_time.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/default/liblogging.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libstr_util.a
bazel-out/x64_windows-opt/bin/external/nsync/libnsync_cpp.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/default/libmutex.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libstringprintf.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libnumbers.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libstrcat.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/windows/libstacktrace.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libstatus.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/time/internal/cctz/libcivil_time.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/time/internal/cctz/libtime_zone.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/time/libtime.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libhash.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/default/libtracing.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libsetround.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/base/libmalloc_internal.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/debugging/libdemangle_internal.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/debugging/libdebugging_internal.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/debugging/libsymbolize.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/debugging/libstacktrace.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/synchronization/libgraphcycles_internal.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/synchronization/libsynchronization.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/container/libhashtablez_sampler.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/container/libraw_hash_set.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/types/libbad_variant_access.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/hash/libcity.a
bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/hash/libhash.a
bazel-out/x64_windows-opt/bin/external/com_googlesource_code_re2/libre2.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libprotobuf.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/windows/libplatform_port.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libscanner.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libpath.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/windows/libwide_char.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/windows/libload_library.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/liberror.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libdenormal.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/windows/liberror_windows.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/windows/libenv.a
bazel-out/x64_windows-opt/bin/tensorflow/core/util/libreporter.a
bazel-out/x64_windows-opt/bin/tensorflow/core/util/libenv_var.a
bazel-out/x64_windows-opt/bin/external/highwayhash/libarch_specific.a
bazel-out/x64_windows-opt/bin/external/highwayhash/libsip_hash.a
bazel-out/x64_windows-opt/bin/external/fft2d/libfft2d.a
bazel-out/x64_windows-opt/bin/external/farmhash_archive/libfarmhash.a
bazel-out/x64_windows-opt/bin/external/libjpeg_turbo/libsimd_win_x86_64.a
bazel-out/x64_windows-opt/bin/external/libjpeg_turbo/libjpeg.a
bazel-out/x64_windows-opt/bin/external/gif/libgif.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/default/libunbounded_work_queue.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libcoding.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libtensor_coding.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/windows/libsubprocess.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/windows/libstacktrace_handler.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/default/libresource.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libplatform_strings.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/windows/libnet.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/liblogger.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/util/rpc/librpc_factory.a
bazel-out/x64_windows-opt/bin/tensorflow/core/util/rpc/librpc_factory_registry.a
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdecode_csv_op.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsoftsign_op_gpu.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdilation_ops_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdilation_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdepthwise_conv_op_gpu.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/special_math/libspecial_math_op_gpu.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libscan_ops_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libscan_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libpopulation_count_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libpopulation_count_op.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmatmul_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libhistogram_op_gpu.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libfft_ops.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libcompare_and_bitpack_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libcheck_numerics_op_gpu.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libcast_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libcast_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbucketize_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbucketize_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbincount_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbincount_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbetainc_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbetainc_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbatch_matmul_op.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libargmax_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libroll_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libroll_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsummary_tensor_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsummary_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsummary_image_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsummary_audio_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/liblogging_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/liblookup_table_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/liblookup_table_init_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/liblinalg_ops_common.a
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libtridiagonal_solve_op.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libtridiagonal_matmul_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsvd_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsvd_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libself_adjoint_eig_v2_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libself_adjoint_eig_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmatrix_band_part_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmatrix_band_part_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libeye_functor_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libqr_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmatrix_triangular_solve_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmatrix_square_root_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmatrix_solve_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmatrix_solve_ls_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmatrix_logarithm_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmatrix_inverse_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmatrix_exponential_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/liblu_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/liblu_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libeinsum_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libeinsum_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libeig_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdeterminant_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdeterminant_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libcholesky_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libcholesky_grad.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/framework/libreader_base.a
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libwhole_file_read_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libtf_record_reader_op.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsave_restore_tensor.a
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bazel-out/x64_windows-opt/bin/tensorflow/cc/saved_model/libreader.a
bazel-out/x64_windows-opt/bin/tensorflow/cc/saved_model/libloader_lite_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/c/libc_api_no_xla.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/libworker_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/libmaster_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libmessage_wrappers.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libcall_options.a
bazel-out/x64_windows-opt/bin/external/boringssl/libcrypto.a
bazel-out/x64_windows-opt/bin/external/boringssl/libssl.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgpr_base.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_trace.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libtsi_interface.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_alpn.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_base_c.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_base.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_http_filters.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2.a
bazel-out/x64_windows-opt/bin/external/upb/libupb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_health_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_deadline_filter.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_client_authority_filter.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgoogle_api_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libproto_gen_validate_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libenvoy_orca_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_client_channel.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_client_connector.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_client_insecure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libalts_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libalts_util.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libalts_frame_protector.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libtsi.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc++_codegen_base_src.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_server.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_server_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_client_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libenvoy_type_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libenvoy_core_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libenvoy_ads_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_xds_client_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_xds_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_lb_policy_xds_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_fake.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_lb_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_lb_policy_grpclb_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_lb_policy_cds_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_server_backward_compatibility.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_workaround_cronet_compression_filter.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_inproc.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_server_insecure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_sockaddr.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_dns_selection.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_dns_native.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/third_party/address_sorting/libaddress_sorting.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_dns_ares.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_message_size_filter.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_max_age_filter.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_client_idle_filter.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_lb_policy_round_robin.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_lb_policy_pick_first.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libcensus.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc++_base.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc++.a
bazel-out/x64_windows-opt/bin/tensorflow/core/libeager_service_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libremote_device.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libtensor_coding.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/librequest_id.a
bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebugger_event_metadata_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/libprotos_all_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug_service_proto_cc_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug_node_key.a
bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug_callback_registry.a
bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug_io_utils.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdebug_ops_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdebug_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug_graph_utils.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebugger_state_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libgraph_mgr.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libworker_session.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libbase_rendezvous_mgr.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/librpc_rendezvous_mgr.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/utils/libxplane_visitor.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/utils/libxplane_schema.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/utils/libxplane_builder.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/utils/libxplane_utils.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/utils/libgroup_events.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/utils/libtf_op_utils.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/utils/libderived_timeline.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/convert/libxplane_to_trace_events.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libprofiler_factory_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/lib/libprofiler_utils.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/lib/libprofiler_session_impl.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libsession_mgr.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/librecent_request_ids.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libpartial_run_mgr.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libworker.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_util.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_worker_service_impl.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_tensor_coding.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_response_cache.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_worker_service.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_state.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_channel.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/eager/libgrpc_eager_client.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libworker_cache_partial.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libworker_cache_logger.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_remote_worker.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_worker_cache.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libdevice_resolver_distributed.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libcollective_rma_distributed.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libcollective_param_resolver_distributed.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/librpc_collective_executor_mgr.a
bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libprocess_function_library_runtime.a
bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libattr_builder.a
bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libkernel_and_device.a
bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libeager_executor.a
bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libcontext.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/eager/libremote_tensor_handle_data.a
bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libtensor_handle_data.a
bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libtensor_handle.a
bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libeager_operation.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/eager/libremote_mgr.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/eager/libremote_copy_node.a
bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libshape_inference.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/eager/libremote_execute_node.a
bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libeager_op_rewrite_registry.a
bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libexecute.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/eager/libcluster_function_library_runtime.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/eager/libeager_service_impl.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/eager/libgrpc_eager_service_impl.a
bazel-out/x64_windows-opt/bin/tensorflow/core/example/libexample_parser_configuration.lo
bazel-out/x64_windows-opt/bin/tensorflow/stream_executor/cuda/libcupti_stub.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/gpu/libcupti_wrapper.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/gpu/libcupti_utils.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/gpu/libcupti_tracer.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libparse_annotation.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/gpu/libdevice_tracer.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/cpu/libhost_tracer_utils.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/cpu/libhost_tracer.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/libdirect_session_internal.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libscheduler.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libmaster_session.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libmaster.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/liblocal_master.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_master_service_impl.a
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_master_service.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_server_lib.lo
bazel-out/x64_windows-opt/bin/tensorflow/c/eager/libc_api.lo
bazel-out/x64_windows-opt/bin/tensorflow/cc/libclient_session.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/libtfprof_options.a
bazel-out/x64_windows-opt/bin/tensorflow/c/libcheckpoint_reader.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_utils.a
bazel-out/x64_windows-opt/bin/external/jsoncpp_git/libjsoncpp.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_node.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_node_show.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_timeline.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_tensor.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_show.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_scope.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_show_multi.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_op.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_graph.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_code.a
bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_stats.a
bazel-out/x64_windows-opt/bin/tensorflow/cc/profiler/libprofiler.a

これを使用してドライバーにリンクできます。

幸運を祈ります！

samhodge 2020年06月17日

OK、それは修正されたYAYAYAAYAです！

これが出力です

visible_device_list 0
allocator_type 7
visible_device_list 0
allocator_type 7
visible_device_list 5
allocator_type 3
visible_device_list 5

C:\Users\Administrator\source\repos\TFDriver\x64\Release\TFDriver.exe (process 14016) exited with code 0.
To automatically close the console when debugging stops, enable Tools->Options->Debugging->Automatically close the console when debugging stops.
Press any key to close this window . . .

ファイルTFDriver.cpp

`` `#include" tensorflow / core / protobuf / control_flow.pb.h "

「tensorflow / core / protobuf /config.pb.h」を含めます

含む

int main（）{
tensorflow :: GPUOptions gpu_options;

gpu_options.set_visible_device_list("0");

std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;

gpu_options.set_allocator_type("7");

std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;


gpu_options.set_visible_device_list("5");

std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;

gpu_options.set_allocator_type("3");

std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;

}

Here is the Visual Studio .xml

samhodge 2020年06月17日

👍2 🚀1 ❤1 🎉1

レコードの場合、ファイルのサイズは1.3Mbです。

samhodge 2020年06月17日

どうもありがとうございました。これは巻き毛の問題でした。問題があることが判明した場合は、CUDA9.2.1.148と関連するCUDNNを使用してMSVC2017に対してビルドすることを検討する必要があります。

samhodge 2020年06月17日

古いバージョンのテンソルフローとMSVC2015で実験を試みて、バゼル修正がまだ機能するかどうかを確認します。

samhodge 2020年06月17日

CcInfoはbazel0.19.2に認識されていません

@meteorcloudy
どのバージョンのbazelがこの機能を導入し、それでもtensorflow r1.12をコンパイルするか知っていますか？

この問題では、r1.12をソリューションで使用できなくなりました。MSVC2017とr2.2の使用を含む新しい計画を立てる必要があると思います。

時間を無駄にしてすみません。

見る：
https://github.com/tensorflow/tensorflow/issues/24385

samhodge 2020年06月17日

@samhodgeお役に立ててうれしいです！
問題の修正に役立ったのがDLLを構築するための静的ライブラリのリストである場合は、DLLのパラメータファイルからリストを取得して、cc_static_libraryルールをまったく必要としないようにすることもできます。

meteorcloudy 2020年06月17日

@samhodgeお役に立ててうれしいです！
問題の修正に役立ったのがDLLを構築するための静的ライブラリのリストである場合は、DLLのパラメータファイルからリストを取得して、cc_static_libraryルールをまったく必要としないようにすることもできます。

それは良い考えかもしれませんが、それでもCcInfoが必要ですか？

samhodge 2020年06月18日

それは良い考えかもしれませんが、それでもCcInfoが必要ですか？

いいえ、パラメータファイルはBazelのネイティブccルール（Javaコードで記述）によって生成されます。

meteorcloudy 2020年06月18日

すばらしいので、.dllの入力としての.libファイルと.aファイルと.loファイルと.objファイルは、静的リンクで問題ありません。位置に依存しないコードでしょうか。

samhodge 2020年06月18日

.paramsファイルの順序が重要だと思いますか？

samhodge 2020年06月18日

すばらしいので、.dllの入力としての.libファイルと.aファイルと.loファイルと.objファイルは、静的リンクで問題ありません。位置に依存しないコードでしょうか。

私はそう信じています

.paramsファイルの順序が重要だと思いますか？

わかりませんが、ライブラリの順序を維持しようと思います。

meteorcloudy 2020年06月18日

すでに持っているr1.12アーティファクトでこれを試し、期待どおりに機能するかどうかを確認します。

これが私が使っている.paramsファイルです

libtensorflow_cc.so-2.params

/OUT:bazel-out/x64_windows-opt/bin/tensorflow/libtensorflow_cc.so
/IMPLIB:bazel-out/x64_windows-opt/bin/tensorflow/liblibtensorflow_cc.so.ifso
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/c/eager/libc_api.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/eager/libgrpc_eager_client.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_server_lib.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_master_service.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_master_service_impl.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/liblocal_master.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libmaster.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libmaster_session.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libscheduler.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/librpc_collective_executor_mgr.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libcollective_param_resolver_distributed.a
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/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libdevice_resolver_distributed.a
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/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libword2vec_ops.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libgpu_swapping_kernels.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libgpu_swapping_ops.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libdirect_session_internal.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libdevice_tracer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/platform/default/gpu/libcupti_wrapper.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug_graph_utils.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libfunction_ops.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libexample_parser_configuration.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libcore_cpu_internal.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libmeta_optimizer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libarithmetic_optimizer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libgraph_optimizer_stage.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libauto_parallel.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libdebug_stripper.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libdependency_optimizer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libexperimental_implementation_selector.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libcustom_graph_optimizer_registry_impl.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libfunction_api_info.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libfunction_optimizer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/liblayout_optimizer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libloop_optimizer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libmemory_optimizer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libstatic_schedule.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/costs/libgraph_memory.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/clusters/libvirtual_cluster.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/costs/libop_level_cost_estimator.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/costs/libvirtual_scheduler.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/costs/libvirtual_placer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/libdevices.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/utils/libtraversal.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libmodel_pruner.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libgraph_rewriter.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libpin_to_host_optimizer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libremapper.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libconstant_folding.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libevaluation_utils.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libscoped_allocator_optimizer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/optimizers/libshape_optimizer.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/costs/libgraph_properties.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/costs/libutils.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/clusters/libutils.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/libgraph_view.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/clusters/libcluster.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/utils/libframe.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/utils/libsymbolic_shapes.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/utils/libcolocation.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/utils/libfunctions.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/utils/libtopological_sort.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libgpu_runtime_impl.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libcore_cpu_base.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libfunction_ops_op_lib.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libfunctional_grad.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libfunctional_ops_op_lib.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libno_op.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsendrecv_ops.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libno_op_op_lib.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libsendrecv_ops_op_lib.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libcore_cpu_impl.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/libgrappler_item.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/libop_types.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/libutils.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libgpu_id_impl.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libgpu_init_impl.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libgpu_lib.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libgraph.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/stream_executor/libcuda_platform.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/stream_executor/libstream_executor_impl.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libops_util.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libframework_internal_impl.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libfeature_util.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libprotos_all_proto_text.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/liberror_codes_proto_text.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libstats_calculator_portable.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libversion_lib.a
bazel-out/x64_windows-opt/genfiles/external/local_config_cuda/cuda/cuda/lib/cublas.lib
bazel-out/x64_windows-opt/genfiles/external/local_config_cuda/cuda/cuda/lib/cuda.lib
bazel-out/x64_windows-opt/genfiles/external/local_config_cuda/cuda/cuda/lib/cudnn.lib
bazel-out/x64_windows-opt/genfiles/external/local_config_cuda/cuda/cuda/lib/cufft.lib
bazel-out/x64_windows-opt/genfiles/external/local_config_cuda/cuda/cuda/lib/curand.lib
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/liblib_internal_impl.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/nsync/libnsync_cpp.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/liblib_hash_crc32c_accelerate_internal.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/liblib_proto_parsing.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libabi.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libplatform_base.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/gif_archive/libgif.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/jpeg/libjpeg.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/jpeg/libsimd_win_x86_64.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/com_googlesource_code_re2/libre2.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/farmhash_archive/libfarmhash.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/fft2d/libfft2d.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/highwayhash/libsip_hash.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/highwayhash/libarch_specific.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/snappy/libsnappy.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/zlib_archive/libzlib.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/double_conversion/libdouble-conversion.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/grappler/costs/libop_performance_data_cc_impl.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libprotos_all_proto_cc_impl.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/liberror_codes_proto_cc_impl.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/protobuf_archive/libprotobuf.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/protobuf_archive/libprotobuf_lite.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/strings/libstrings.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/strings/libinternal.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/base/libthrow_delegate.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/numeric/libint128.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/types/liboptional.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/types/libbad_optional_access.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/base/libbase.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/base/libspinlock_wait.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/com_google_absl/absl/base/libdynamic_annotations.a
bazel-out/x64_windows-opt/genfiles/external/local_config_cuda/cuda/cuda/lib/cudart.lib
/DEFAULTLIB:msvcrt.lib

samhodge 2020年06月19日

@ Artem-Bは、静的にリンクされたバイナリで繰り返されているように見える元の問題について何か考えがある場合に備えて。

gunan 2020年06月20日

👍1

私のバイナリのリンクターゲットとしてr1.12アーティファクトを引き続き使用しています。検索パスとリンクターゲットの数を処理するだけで、失敗する可能性が多くなります。これまでに多くのことを発見しました。順列が成功した場合はお知らせします。

samhodge 2020年06月20日

待ってください、protobufフィールドは静的にリンクされたライブラリで正常に動作しているようですよね？あなたが投稿した出力を読み間違えました。

gunan 2020年06月20日

👍1

また、protobufチームからも返信がありました。彼らは、その振る舞いが二重リンクによって引き起こされる可能性があると疑っています。

デフォルトの空の文字列フィールドが設定されているかどうかを確認するために、文字列のアドレスがシングルトンの空の文字列のアドレスと一致するかどうかを確認します。この「シングルトン」の空の文字列のコピーが複数あり、文字列フィールドが設定されているかどうかを確実に判断できないため、protobufランタイムが複数の共有ライブラリに複製されると問題が発生する可能性があると思います。

したがって、protobufを2回リンクすると、このバグが発生する可能性があるようです。静的リンクで問題を解決できるようです。
ただし、TFの場合、静的にリンクするためのライブラリを提供する際の問題は、バイナリのサイズです。しかし、ソリューションを「一緒にハック」できたようです。

gunan 2020年06月20日

待ってください、protobufフィールドは静的にリンクされたライブラリで正常に動作しているようですよね？あなたが投稿した出力を読み間違えました。

はい。すべてのシンボルを貼り付けてシンボルにスムーズに再アーカイブすることで、すでに静的にリンクされているソフトウェアのmacOSおよびLinuxビルドでこの動作の証拠がありました。ここで説明するようにarを使用します。

https://github.com/tensorflow/tensorflow/issues/28388#issuecomment -578539242

しかし、 arはWindows 10には存在せず、 link.exeの使用は計算コストのために失敗しました。

したがって、 bazelが.paramファイルとどのように連携するかについての詳細を見て、$の下で静的にリンクするMSVC 2015 .a .lo .libファイルを確認できます。 MSVC 2015なので、 libprotobuf.libとlibprotobuf.dllが、 tensorflow_cc.libとtensorflow_cc.dllにすでに存在するシンボルにぶつかることはありません。このチケットで報告された動作を引き起こしています。

samhodge 2020年06月20日

その数がゼロになると、36個の欠落しているシンボルになります。テストできます。

samhodge 2020年06月20日

フレームワークにも依存していることを忘れました。おそらくそれがシンボルの欠落です。

samhodge 2020年06月20日

もう少し「箱から出して」静的リンクが必要だと思います

プロトコルバッファにリンクせずにハッキングされたソリューション（ protobuf_archive ） 3.6.0 on tensorflow r1.12

次の欠落した記号が残ります

プロパティを賭けずに、これらはすべて.protoファイルから取得されます

  example.obj : error LNK2019: unresolved external symbol "void __cdecl tensorflow::port::InitMain(char const *,int *,c
har * * *)"
  example.obj : error LNK2019: unresolved external symbol "__declspec(dllimport) public: void * __cdecl google::protobu
f::internal::ArenaImpl::AllocateAligned(unsigned __int64)"
  example.obj : error LNK2019: unresolved external symbol "__declspec(dllimport) public: void __cdecl google::protobuf:
:internal::ArenaImpl::AddCleanup(void *,void (__cdecl*)(void *))" 
  example.obj : error LNK2019: unresolved external symbol "__declspec(dllimport) private: void __cdecl google::protobuf
::Arena::OnArenaAllocation(class type_info const *,unsigned __int64)const " 
  example.obj : error LNK2019: unresolved external symbol "__declspec(dllimport) public: void __cdecl google::protobuf:
:internal::ArenaStringPtr::Set(class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> >const *,class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > const &,class google::protobuf::Arena *)"
  example.obj : error LNK2019: unresolved external symbol "__declspec(dllimport) class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > const & __cdecl google::protobuf::internal::GetEmptyStringAlreadyInit
ed(void)" 
  example.obj : error LNK2019: unresolved external symbol "__declspec(dllimport) public: bool __cdecl google::protobuf:
:MessageLite::ParseFromArray(void const *,int)" 
  example.obj : error LNK2019: unresolved external symbol "public: __cdecl tensorflow::GraphDef::GraphDef(void)" (??0GraphDef@tensorflow@@QEAA@XZ) 
  example.obj : error LNK2019: unresolved external symbol "public: virtual __cdecl tensorflow::GraphDef::~GraphDef(void)" (??1GraphDef@tensorflow@@UEAA@XZ) 
  example.obj : error LNK2019: unresolved external symbol "public: __cdecl tensorflow::internal::LogMessageFatal::LogMe
ssageFatal(char const *,int)" 
  example.obj : error LNK2019: unresolved external symbol "public: __cdecl tensorflow::internal::CheckOpMessageBuilder:
:~CheckOpMessageBuilder(void)" 
  example.obj : error LNK2019: unresolved external symbol "public: class std::basic_ostream<char,struct std::char_trait
s<char> > * __cdecl tensorflow::internal::CheckOpMessageBuilder::ForVar2(void)" (?ForVar2@CheckOpMessageBuilder<strong i="13">@interna</strong>
l@tensorflow@@QEAAPEAV?$basic_ostream@DU?$char_traits@D@std@@@std@@XZ) referenced in function "class std::basic_string<
char,struct std::char_traits<char>,class std::allocator<char> > * __cdecl tensorflow::internal::MakeCheckOpString<__int
64,__int64>(__int64 const &,__int64 const &,char const *)"
  example.obj : error LNK2019: unresolved external symbol "public: class std::basic_string<char,struct std::char_traits
<char>,class std::allocator<char> > * __cdecl tensorflow::internal::CheckOpMessageBuilder::NewString(void)" (?NewString
@CheckOpMessageBuilder@internal@tensorflow@@QEAAPEAV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@XZ) re
ferenced in function "class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > * __cdecl
 tensorflow::internal::MakeCheckOpString<__int64,__int64>(__int64 const &,__int64 const &,char const *)" 
  example.obj : error LNK2019: unresolved external symbol "unsigned __int64 __cdecl tensorflow::strings::FastUInt64ToBu
fferLeft(unsigned __int64,char *)" 
  example.obj : error LNK2019: unresolved external symbol "class std::basic_string<char,struct std::char_traits<char>,c
lass std::allocator<char> > __cdecl tensorflow::strings::StrCat(class tensorflow::strings::AlphaNum const &)" 
  example.obj : error LNK2019: unresolved external symbol "class std::basic_string<char,struct std::char_traits<char>,c
lass std::allocator<char> > __cdecl tensorflow::strings::StrCat(class tensorflow::strings::AlphaNum const &,class tenso
rflow::strings::AlphaNum const &)" 
  example.obj : error LNK2019: unresolved external symbol "public: __cdecl tensorflow::Status::Status(enum tensorflow::
error::Code,class absl::string_view)" 
  example.obj : error LNK2019: unresolved external symbol "private: static class std::basic_string<char,struct std::cha
r_traits<char>,class std::allocator<char> > const & __cdecl tensorflow::Status::empty_string(void)" 

  example.obj : error LNK2019: unresolved external symbol "public: class std::basic_string<char,struct std::char_traits
<char>,class std::allocator<char> > __cdecl tensorflow::TensorShapeRep::DebugString(void)const " 
  example.obj : error LNK2019: unresolved external symbol "private: void __cdecl tensorflow::TensorShapeRep::Destructor
OutOfLine(void)" (?DestructorOutOfLine@TensorShapeRep@tensorflow@@AEAAXXZ) referenced in function "public: __cdecl tens
orflow::TensorShape::~TensorShape(void)" 
  example.obj : error LNK2019: unresolved external symbol "private: void __cdecl tensorflow::TensorShapeRep::SlowCopyFr
om(class tensorflow::TensorShapeRep const &)" 
  example.obj : error LNK2019: unresolved external symbol "public: __cdecl tensorflow::TensorShapeBase<class tensorflow
::TensorShape>::TensorShapeBase<class tensorflow::TensorShape>(class absl::Span<__int64 const >)" 
  example.obj : error LNK2019: unresolved external symbol "private: void __cdecl tensorflow::TensorShape::CheckDimsEqual(int)const " 
  example.obj : error LNK2019: unresolved external symbol "private: void __cdecl tensorflow::TensorShape::CheckDimsAtLeast(int)const " 
  example.obj : error LNK2019: unresolved external symbol "public: __cdecl tensorflow::Tensor::Tensor(enum tensorflow::
DataType,class tensorflow::TensorShape const &)"
  example.obj : error LNK2019: unresolved external symbol "public: __cdecl tensorflow::Tensor::~Tensor(void)" 
  example.obj : error LNK2019: unresolved external symbol "private: void __cdecl tensorflow::Tensor::CheckTypeAndIsAligned(enum tensorflow::DataType)const " 
  example.obj : error LNK2019: unresolved external symbol "private: static class tensorflow::GPUOptions * __cdecl google::protobuf::Arena::CreateMaybeMessage<class tensorflow::GPUOptions>(class google::protobuf::Arena *)"
  example.obj : error LNK2019: unresolved external symbol "public: virtual __cdecl tensorflow::ConfigProto::~ConfigProto(void)"
  example.obj : error LNK2001: unresolved external symbol "public: void __cdecl tensorflow::ConfigProto::CopyFrom(class tensorflow::ConfigProto const &)"
  example.obj : error LNK2001: unresolved external symbol "private: void __cdecl tensorflow::ConfigProto::InternalSwap(class tensorflow::ConfigProto *)"
  example.obj : error LNK2019: unresolved external symbol "__declspec(dllimport) public: __cdecl tensorflow::SessionOptions::SessionOptions(void)"
  example.obj : error LNK2019: unresolved external symbol "class tensorflow::Session * __cdecl tensorflow::NewSession(struct tensorflow::SessionOptions const &)"
  example.obj : error LNK2001: unresolved external symbol "const tensorflow::ConfigProto::`vftable'"

これが私のライブラリのリストです

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$ENV:TFLIBS3="/WHOLEARCHIVE:core/grappler/optimizers/liblayout_optimizer.a;/WHOLEARCHIVE:core/grappler/optimizers/libloop_optimizer.a;/WHOLEARCHIVE:core/grappler/optimizers/libmemory_optimizer.a;/WHOLEARCHIVE:core/grappler/optimizers/libstatic_schedule.a;/WHOLEARCHIVE:core/grappler/costs/libgraph_memory.a;/WHOLEARCHIVE:core/grappler/clusters/libvirtual_cluster.a;/WHOLEARCHIVE:core/grappler/costs/libop_level_cost_estimator.a;/WHOLEARCHIVE:core/grappler/costs/libvirtual_scheduler.a;/WHOLEARCHIVE:core/grappler/costs/libvirtual_placer.a;/WHOLEARCHIVE:core/grappler/libdevices.a;/WHOLEARCHIVE:core/grappler/utils/libtraversal.a;/WHOLEARCHIVE:core/grappler/optimizers/libmodel_pruner.a;/WHOLEARCHIVE:core/grappler/optimizers/libgraph_rewriter.a;/WHOLEARCHIVE:core/grappler/optimizers/libpin_to_host_optimizer.a;/WHOLEARCHIVE:core/grappler/optimizers/libremapper.a;/WHOLEARCHIVE:core/grappler/optimizers/libconstant_folding.a;/WHOLEARCHIVE:core/grappler/optimizers/libevaluation_utils.a;/WHOLEARCHIVE:core/grappler/optimizers/libscoped_allocator_optimizer.a;/WHOLEARCHIVE:core/grappler/optimizers/libshape_optimizer.a;/WHOLEARCHIVE:core/grappler/costs/libgraph_properties.a;/WHOLEARCHIVE:core/grappler/costs/libutils.a;/WHOLEARCHIVE:core/grappler/clusters/libutils.a;/WHOLEARCHIVE:core/grappler/libgraph_view.a;/WHOLEARCHIVE:core/grappler/clusters/libcluster.a;/WHOLEARCHIVE:core/grappler/utils/libframe.a;/WHOLEARCHIVE:core/grappler/utils/libsymbolic_shapes.a;/WHOLEARCHIVE:core/grappler/utils/libcolocation.a;/WHOLEARCHIVE:core/grappler/utils/libfunctions.a;/WHOLEARCHIVE:core/grappler/utils/libtopological_sort.a;/WHOLEARCHIVE:core/libgpu_runtime_impl.lo;/WHOLEARCHIVE:core/libcore_cpu_base.lo;/WHOLEARCHIVE:core/libfunction_ops_op_lib.lo;/WHOLEARCHIVE:core/libfunctional_grad.lo;/WHOLEARCHIVE:core/libfunctional_ops_op_lib.lo;/WHOLEARCHIVE:core/kernels/libno_op.lo;/WHOLEARCHIVE:core/kernels/libsendrecv_ops.lo;/WHOLEARCHIVE:core/libno_op_op_lib.lo;/WHOLEARCHIVE:core/libsendrecv_ops_op_lib.lo;/WHOLEARCHIVE:core/libcore_cpu_impl.lo;/WHOLEARCHIVE:core/grappler/libgrappler_item.a;/WHOLEARCHIVE:core/grappler/libop_types.a;/WHOLEARCHIVE:core/grappler/libutils.a;/WHOLEARCHIVE:core/libgpu_id_impl.a;/WHOLEARCHIVE:core/libgpu_init_impl.lo;/WHOLEARCHIVE:core/libgpu_lib.a;/WHOLEARCHIVE:core/libgraph.a;/WHOLEARCHIVE:stream_executor/libcuda_platform.lo;/WHOLEARCHIVE:stream_executor/libstream_executor_impl.lo;/WHOLEARCHIVE:core/kernels/libops_util.a;/WHOLEARCHIVE:core/libframework_internal_impl.lo;/WHOLEARCHIVE:core/libfeature_util.a;/WHOLEARCHIVE:core/libprotos_all_proto_text.a;/WHOLEARCHIVE:core/liberror_codes_proto_text.a;/WHOLEARCHIVE:core/libstats_calculator_portable.a;/WHOLEARCHIVE:core/libversion_lib.a;cublas.lib;cuda.lib;cudnn.lib;cufft.lib;curand.lib;/WHOLEARCHIVE:core/liblib_internal_impl.a;/WHOLEARCHIVE:nsync/libnsync_cpp.a;/WHOLEARCHIVE:core/liblib_hash_crc32c_accelerate_internal.a;/WHOLEARCHIVE:core/liblib_proto_parsing.a;/WHOLEARCHIVE:core/libabi.a;/WHOLEARCHIVE:core/libplatform_base.a;/WHOLEARCHIVE:gif_archive/libgif.a;/WHOLEARCHIVE:jpeg/libjpeg.a;/WHOLEARCHIVE:jpeg/libsimd_win_x86_64.a;/WHOLEARCHIVE:com_googlesource_code_re2/libre2.a;/WHOLEARCHIVE:farmhash_archive/libfarmhash.a;/WHOLEARCHIVE:fft2d/libfft2d.a;/WHOLEARCHIVE:highwayhash/libsip_hash.a;/WHOLEARCHIVE:highwayhash/libarch_specific.a;/WHOLEARCHIVE:snappy/libsnappy.a;/WHOLEARCHIVE:zlib_archive/libzlib.a;/WHOLEARCHIVE:double_conversion/libdouble-conversion.a;/WHOLEARCHIVE:core/grappler/costs/libop_performance_data_cc_impl.a;/WHOLEARCHIVE:core/libprotos_all_proto_cc_impl.a;/WHOLEARCHIVE:core/liberror_codes_proto_cc_impl.a;/WHOLEARCHIVE:protobuf_archive/libprotobuf.a;/WHOLEARCHIVE:protobuf_archive/libprotobuf_lite.a;/WHOLEARCHIVE:com_google_absl/absl/strings/libstrings.a;/WHOLEARCHIVE:com_google_absl/absl/strings/libinternal.a;/WHOLEARCHIVE:com_google_absl/absl/base/libthrow_delegate.a;/WHOLEARCHIVE:com_google_absl/absl/numeric/libint128.a;/WHOLEARCHIVE:com_google_absl/absl/types/liboptional.a;/WHOLEARCHIVE:com_google_absl/absl/types/libbad_optional_access.a;/WHOLEARCHIVE:com_google_absl/absl/base/libbase.a;/WHOLEARCHIVE:com_google_absl/absl/base/libspinlock_wait.a;/WHOLEARCHIVE:com_google_absl/absl/base/libdynamic_annotations.a;cudart.lib;"

$ENV:TFLIBS4="/WHOLEARCHIVE:core/libgpu_runtime_impl.lo;/WHOLEARCHIVE:core/libgpu_id_impl.a;/WHOLEARCHIVE:core/libgpu_init_impl.lo;/WHOLEARCHIVE:core/grappler/optimizers/libcustom_graph_optimizer_registry_impl.a;/WHOLEARCHIVE:core/kernels/liblookup_util.a;/WHOLEARCHIVE:core/kernels/libinitializable_lookup_table.a;/WHOLEARCHIVE:core/util/tensor_bundle/libtensor_bundle.a;/WHOLEARCHIVE:core/util/tensor_bundle/libnaming.a;/WHOLEARCHIVE:core/libcore_cpu_base.lo;/WHOLEARCHIVE:core/libfunction_ops_op_lib.lo;/WHOLEARCHIVE:core/libfunctional_grad.lo;/WHOLEARCHIVE:core/libfunctional_ops_op_lib.lo;/WHOLEARCHIVE:core/kernels/libno_op.lo;/WHOLEARCHIVE:core/kernels/libsendrecv_ops.lo;/WHOLEARCHIVE:core/libno_op_op_lib.lo;/WHOLEARCHIVE:core/libsendrecv_ops_op_lib.lo;/WHOLEARCHIVE:core/libgpu_lib.a;/WHOLEARCHIVE:stream_executor/libcuda_platform.lo;/WHOLEARCHIVE:stream_executor/libstream_executor_impl.lo;/WHOLEARCHIVE:core/kernels/libops_util.a;cublas.lib;cuda.lib;cudnn.lib;cufft.lib;curand.lib;/WHOLEARCHIVE:core/libcore_cpu_impl.lo;/WHOLEARCHIVE:core/libgraph.a;/WHOLEARCHIVE:core/grappler/libgrappler_item.a;/WHOLEARCHIVE:core/grappler/libop_types.a;/WHOLEARCHIVE:core/grappler/libutils.a;/WHOLEARCHIVE:core/libframework_internal_impl.lo;/WHOLEARCHIVE:core/libfeature_util.a;/WHOLEARCHIVE:core/libprotos_all_proto_text.a;/WHOLEARCHIVE:core/liberror_codes_proto_text.a;/WHOLEARCHIVE:core/libstats_calculator_portable.a;/WHOLEARCHIVE:core/libversion_lib.a;cudart.lib;/WHOLEARCHIVE:core/liblib_internal_impl.a;/WHOLEARCHIVE:com_google_absl/absl/types/liboptional.a;/WHOLEARCHIVE:com_google_absl/absl/types/libbad_optional_access.a;/WHOLEARCHIVE:nsync/libnsync_cpp.a;/WHOLEARCHIVE:core/liblib_hash_crc32c_accelerate_internal.a;/WHOLEARCHIVE:core/liblib_proto_parsing.a;/WHOLEARCHIVE:core/libabi.a;/WHOLEARCHIVE:core/libplatform_base.a;/WHOLEARCHIVE:com_google_absl/absl/strings/libstrings.a;/WHOLEARCHIVE:com_google_absl/absl/strings/libinternal.a;/WHOLEARCHIVE:com_google_absl/absl/base/libthrow_delegate.a;/WHOLEARCHIVE:com_google_absl/absl/base/libbase.a;/WHOLEARCHIVE:com_google_absl/absl/base/libspinlock_wait.a;/WHOLEARCHIVE:com_google_absl/absl/numeric/libint128.a;/WHOLEARCHIVE:com_google_absl/absl/base/libdynamic_annotations.a;/WHOLEARCHIVE:gif_archive/libgif.a;/WHOLEARCHIVE:jpeg/libjpeg.a;/WHOLEARCHIVE:jpeg/libsimd_win_x86_64.a;/WHOLEARCHIVE:com_googlesource_code_re2/libre2.a;/WHOLEARCHIVE:farmhash_archive/libfarmhash.a;/WHOLEARCHIVE:fft2d/libfft2d.a;/WHOLEARCHIVE:highwayhash/libsip_hash.a;/WHOLEARCHIVE:highwayhash/libarch_specific.a;/WHOLEARCHIVE:snappy/libsnappy.a;/WHOLEARCHIVE:zlib_archive/libzlib.a;/WHOLEARCHIVE:double_conversion/libdouble-conversion.a;/WHOLEARCHIVE:core/grappler/costs/libop_performance_data_cc_impl.a;/WHOLEARCHIVE:core/libprotos_all_proto_cc_impl.a;/WHOLEARCHIVE:core/liberror_codes_proto_cc_impl.a;/WHOLEARCHIVE:protobuf_archive/libprotobuf.a;/WHOLEARCHIVE:protobuf_archive/libprotobuf_lite.a;"

に基づく

bazel-tensorflow\bazel-out\x64_windows-opt\bin\tensorflow
検索パスとしてのbazel-tensorflow\bazel-out\x64_windows-opt\bin\external

これはの情報から来ています

libtensorflow_cc.so-2.paramsおよびlibtensorflow_framework.so-2.params

samhodge 2020年06月20日

これを設定するために.vcxprojファイルを使用すると、すべてがワームの缶になります。

キャラクターの制限は何度も繰り返され、65Kのキャラクターの制限は毎ターン詰め込まれます。 Windowsオペレーティングシステムの16ビットの歴史には、答えがたくさんあります。

samhodge 2020年06月20日

たぶん、 .pb.cc .objファイルを直接追加すると、欠落しているシンボルが修復されます。

samhodge 2020年06月20日

@gunan @meteorcloudy @ Artem-B

単に追加する

../../../tensorflow-r1.12/bazel-tensorflow/bazel-out/x64_windows-opt/bin/tensorflow/core/_objs/protos_all_proto_cc_impl/config.pb.o

リンクされているオブジェクトは、34個の欠落しているシンボルから164個の欠落しているシンボルになります。

Windows10で次のC ++コードを実行する方法についての専門家のガイドが本当に必要です

#include "tensorflow/core/protobuf/config.pb.h"
#include <iostream>

int main() {
    tensorflow::GPUOptions gpu_options;

    gpu_options.set_visible_device_list("0");

    std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
    std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;

    gpu_options.set_allocator_type("7");

    std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
    std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;


    gpu_options.set_visible_device_list("5");

    std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
    std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;

    gpu_options.set_allocator_type("3");

    std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
    std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;


}

オペレーティングシステム、コンパイラ、bazelバージョン、CUDAバージョンなどに至るまで。

この問題はr1.12またはr2.2に限定されておらず、Windowsでのリンクでprotobufがどのように機能するかは体系的です。

静的リンクの解決策はありませんが、それは上記のコードを正しく実行するための要件です。

私のハッキングされたソリューションは、 MSVC 2019とr2.2の下で、単純なドライバーバージョンを超えて機能しません

これは、リンクスクリプト.paramsファイルを記録するときに、 r2.2の下の$ tensorflow_cc.dllターゲットに入力を追加することに基づいていました。

これにより、 r1.12 $の下の$ libtensorflow_cc.soの入力を使用しても同じように機能するはずですが、そうではなく、 .protoベースのコンパイル済みファイルに欠落しているシンボルが残ります。

この動作の原因がわかりません。

samhodge 2020年06月20日

例として、core / platform / windows /port.ccファイルにport :: InitMainのシンボルがある場合、そのコードのコンパイル済みバージョンのシンボルがあるアーティファクトを見つけるにはどうすればよいですか？

これは、動的にリンクするときにリストに含まれていた欠落しているシンボルの1つです。

したがって、静的にリンクするときに.dllへの入力が存在する場合。この記号がないのはなぜですか？

たぶん、これを解決できれば、残りの33個の欠落しているシンボルに同様のロジックを適用できます。

サム

samhodge 2020年06月20日

OKこれに続いて、 .paramsファイルを再帰的にgrepして、$＃ core/platform/windows/port.ccファイルからport.oを探し、最初にlibframework_internal_impl.loとliblib_internal_impl.aにバンドルしました。 example.objが両方に対してリンクされて.dllなります

したがって、シンボルは2回存在する必要があります。

私が持っている好奇心の1つは、 /DEFAULTLIB:msvrt.libと/DEFAULTLIB:libcmt.libです。

見る：
https://docs.microsoft.com/en-us/cpp/c-runtime-library/crt-library-features?view=vs-2019

example.objは、すべてのTFシンボルおよびその他のCool Stuff（tm）にリンクするとexample.dllになります。 /DEFAULTLIB:libcmt.libを使用していますが、 tensorflow_cc.dllは/DEFAULTLIB:msvcを使用して作成されています

samhodge 2020年06月21日

libtensorflow_cc.so-2.params.zip
OKこれに続いて、 .paramsファイルを再帰的にgrepして、$＃ core/platform/windows/port.ccファイルからport.oを探し、最初にlibframework_internal_impl.loとliblib_internal_impl.aにバンドルしました。 example.objが両方に対してリンクされて.dllなります

したがって、シンボルは2回存在する必要があります。

私が持っている好奇心の1つは、 /DEFAULTLIB:msvrt.libと/DEFAULTLIB:libcmt.libです。

見る：
https://docs.microsoft.com/en-us/cpp/c-runtime-library/crt-library-features?view=vs-2019

example.objは、すべてのTFシンボルおよびその他のCool Stuff（tm）にリンクするとexample.dllになります。 /DEFAULTLIB:libcmt.libを使用していますが、 tensorflow_cc.dllは/DEFAULTLIB:msvcrt.libを使用して作成されていますが、これがすべての面倒な原因ではないと思います。

しかし、 protobufシンボルを複数回含める状況にある場合、 libtensorflow_cc.soに$ libframework_internal_impl.loおよびliblib_internal_impl.aを介した$ port.cc $が含まれるという事実port.ccは.protoファイルではないことは知っていますが、一部のソースファイルで発生している場合は、他のファイルでも発生している可能性があります。

これは私がハッキングを始める前です。

添付ファイルを参照、 libtensorflow_cc.so-2.params.zip

samhodge 2020年06月21日

@meteorcloudy @sanjoy @gunan

私たちは2つのことを確立しました

リンク時に同じ記号を2回含めると、予期しない動作が発生する可能性があります

Tensorflowには、同じシンボルを持つ同じport.oファイルが少なくとも2回含まれています

バゼルターゲットへの入力が有向非巡回グラフ表現であることを確認できますか？

LinuxとMacOSですべてのオブジェクトファイルの和集合を取得するという私のアプローチは、この結果を達成しているようです。

ただし、65K文字未満のリストを介して引数をフィードすることは言うまでもなく、2Gbより大きい.aファイルに直面します。

どのように進めますか？

サム

samhodge 2020年06月22日

同じシンボルを2回含めると、ODR（ 1つの定義規則）が発生し、UB /エラーが発生しやすくなります。

TFにはいくつかのODR違反があり、それらを特定して修正する必要があります。 port.oが原因であることがわかってくれてありがとう！

mihaimaruseac 2020年06月22日

次の結論は、.paramsファイルを再帰的に検索して、必要なすべてのオブジェクトファイルのユニオンのサイズを見つけ、6時間後に失敗した最後の試みである、n階乗未満の複雑さのリンク戦略を作成することだと思います。アウト

次に、最終的なリンケージが2GB未満かどうかを確認します

これはテスト可能なバイナリの結果であり、ファイルのサイズは2Gbより大きいか小さいと思います。

サム

samhodge 2020年06月22日

ばかげた質問で申し訳ありませんが、「最終的な」回避策は何ですか？
C ++のWindowsでのデバイスの配置に問題があります（Tensorflowを実行するのに十分な機能がある場合、基本的に特定のGPUに何も配置できません）。これは、GPU0で動作するようにoptions.config.mutable_gpu_options()->set_visible_device_list("0");で解決しようとしました。

ただし、これはクラッシュにつながります： F tensorflow/core/framework/op.cc:214] Non-OK-status: RegisterAlreadyLocked(deferred_[i]) status: Invalid argument: No attr with name '0' for input 'constants'; in OpDef: name: "XlaLaunch" input_arg { name: "constants" description: "0" type_attr: "0" number_attr: "0" type_list_attr: "Tconstants" } input_arg { name: "args" description: "0" type_attr: "0" number_attr: "0" type_list_attr: "Targs" } input_arg { name: "resources" description: "0" type: DT_RESOURCE type_attr: "0" number_attr: "Nresources" type_list_attr: "0" } output_arg { name: "results" description: "0" type_attr: "0" number_attr: "0" type_list_attr: "Tresults" } attr { name: "Tconstants" type: "list(type)" description: "0" has_minimum: true } attr { name: "Targs" type: "list(type)" description: "0" has_minimum: true } attr { name: "Nresources" type: "int" description: "0" has_minimum: true } attr { name: "Tresults" type: "list(type)" description: "0" has_minimum: true } attr { name: "function" type: "func" description: "0" } summary: "XLA Launch Op. For use by the XLA JIT only." description: "0" is_stateful: true

私にとってはvisible_device_listとallocator_typeのポインタも同じであり、後で解析エラーが発生する可能性があるため、このエラーはこのスレッドで説明されている内容と関係があるのではないかと思いました。。

これをナビゲートする方法はありがたいです！

MikhailStartsev 2020年10月02日

お大事に。

解決策は2つの問題によってブロックされています。

lib protobufのシンボルがTensorflowのシンボルとオーバーラップするため、DLLを動的にリンクすることはできません。

静的にリンクすると、2Gbより大きいオブジェクトファイルシンボルアーカイブにつながります

だからこれがある間

https://docs.microsoft.com/en-us/dotnet/framework/configure-apps/file-schema/runtime/gcallowverylargeobjects-element

静的アーカイブを作成するためにobjファイルにすべてのシンボルを蓄積するのに数時間かかると思います。

samhodge 2020年10月03日

これは役立つかもしれません

https://developercommunity.visualstudio.com/content/problem/332991/static-lib-4gb-file-size-limit-lnk1248-image-size.html

samhodge 2020年10月03日

このページは役に立ちましたか？

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