Tensorflow: Windows C ++ tensorflow_cc.dll tiene una dirección de memoria superpuesta entre las opciones de gpu de cadena para "tipo de asignador" y "lista de dispositivos visibles"
Por favor, asegúrese de que esto es un error.
etiqueta:bug_template
Información del sistema
- ¿He escrito un código personalizado (en lugar de usar un script de ejemplo estándar provisto en TensorFlow): Sí
- Plataforma y distribución del sistema operativo (p. ej., Linux Ubuntu 16.04): Windows 10
- Dispositivo móvil (por ejemplo, iPhone 8, Pixel 2, Samsung Galaxy) si el problema ocurre en el dispositivo móvil: NA
- TensorFlow instalado desde (fuente o binario): fuente
- Versión de TensorFlow (use el comando a continuación): 1.12.0 derivado de 5b900cfe4b3b848f577315a0dde09a729f770e95
- Versión de Python: NA
- Versión de Bazel (si se compila desde la fuente): 0.19.2
- Versión del compilador/GCC (si se compila desde el origen): MSVC 2015
- Versión CUDA/cuDNN: 10.0.130, 9.2.148
- Modelo de GPU y memoria: NVIDIA GP100 16Gb
Puede recopilar parte de esta información utilizando nuestra captura de entorno.
texto
También puedes obtener la versión de TensorFlow con:
N / A
Describir el comportamiento actual.
Estoy creando una sesión de la siguiente manera adaptada del código original
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);
lo que resulta en
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.
Describa el comportamiento esperado.
La sesión se crea y se ejecuta en GPU 0 solo usando solo el 80% de la memoria disponible
Código independiente para reproducir el problema
#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
}
Otra información / registros
Consulte los siguientes problemas
https://github.com/tensorflow/tensorflow/issues/16291
https://github.com/fo40225/tensorflow-windows-wheel/issues/39
He construido mi tensorflow.dll de la siguiente manera:
$ ENV:USE_BAZEL_VERSION= "0.19.2"
$ ENV:PYTHON_BIN_PATH=C :\ProgramData\Anaconda3\python.exe
$ ENV:Ruta += ";C:\msys64\usr\bin"
$ ENV:Ruta += ";C:\Archivos de programa\NVIDIA GPU Computing ToolkitCUDA\v9.2\bin"
$ ENV:Ruta += ";C:\Archivos de programa\NVIDIA GPU Computing ToolkitCUDA\v9.2\extrasCUPTI\libx64"
$ ENV:Ruta += ";C:\Archivos de programa\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:\Archivos de programa\NVIDIA GPU Computing ToolkitCUDA\v9.2\"
$ ENV:TF_CUDA_VERSION= "9.2"
$ ENV:CUDNN_INSTALL_PATH= "C:\Archivos de programa\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"
$parametros = "configurar.py",""
Remove-Item -Recurse -Force "C:\Windows\system32config\systemprofile_bazel_SYSTEMinstall\75b09cf1ac98c0ffb0534079b30efcc4"
cmd /c "ECO Y" | & python.exe @params
bazel.exe limpiar --eliminar
compilación de bazel.exe --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=pequeño ,medium --jobs=12 //t ensorflow:libtensorflow_cc.so //t ensorflow:libtensorflow_framework.so
Se han realizado ediciones en los siguientes archivos:
dentro
tensorflow/CONSTRUIR
`"//tensorflow:windows": [],`
se convierte
"//tensorflow:windows": [
"-def:" + # This line must be directly followed by the exported_symbols_msvc.lds file
"$(location //tensorflow:tf_exported_symbols_msvc.lds)",
],
y dentro
tf_cc_shared_object la función de tensorflow/BUILD
visibility = ["//visibility:public"],
deps = [
"//tensorflow:tf_exported_symbols.lds",
"//tensorflow:tf_version_script.lds",
"//tensorflow/c:c_api",
"//tensorflow/c/eager:c_api",
se convierte
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",
Los contenidos de tf_exported_symbols_msvc.lds son
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>
Como documentado por
https://github.com/tensorflow/tensorflow/issues/22047#issuecomment-421452033
Mi software está vinculado a libprotobuf.lib desde https://mirror.bazel.build/github.com/google/protobuf/archive/v3.6.0.tar.gz
construido como
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
También intenté editar tensorflow\tf_version_script.lds para incluir
*protobuf*
También probé la macro TF_EXPORT de #include "tensorflow/core/platform/macros.h"
en
tensorflow/core/public/session_options.h
y
tensorflow/core/common_runtime/session_options.cc
como lo sugiere
https://github.com/sitting-duck/stuff/tree/master/ai/tensorflow/build_tensorflow_1.14_source_for_Windows
¿Tiene alguna sugerencia sobre cómo asegurarse de que
las opciones de GPU para el tipo de asignador y la lista de dispositivos visibles no comparten la misma memoria, pero aún tenemos una DLL monolítica en Windows.
kognat-docs
Todos 140 comentarios
Entonces, claramente es un problema de compilación y enlace, estos atributos son parte del mismo mensaje protobuf:
https://github.com/tensorflow/tensorflow/blob/r1.12/tensorflow/core/protobuf/config.proto
Entonces, el símbolo al que se dirigen tendrá el mismo nombre.
Cual es
? dirección_fija_cadena_vacía@internal@protobuf@google@@3V ? $construidoexplícitamente@V? $cadena_básica@DU? $char_traits@D@std@@V ? $asignador@D@2@@std@@@123@A
¿Cómo es posible que el proceso de compilación aborde una dirección de memoria diferente para el mismo símbolo protobuf del mensaje en el archivo .cc anterior?
samhodge
en 12 may. 2020
Mencionando un problema similar:
https://github.com/tensorflow/tensorflow/issues/23542
kognat-docs
en 13 may. 2020
¿Dónde está el archivo objeto para este archivo config.proto mencionado anteriormente?
Lo podría encontrar
bazel-bin/tensorflow/core/_objs/master_proto_cc/master.pb.o
Podría intentar enlazar contra eso en lugar de exponer el símbolo de tensorflow.dll
Pero todavía tengo que hacer un volcado de símbolos de ese archivo para ver si
?fixed_address_empty_string@internal@protobuf@google@@3v?$ExplicitlyConstructed@V?$basic_string@DU?$char_traits@D@std@@v?$allocator@D@2@@std@@@123@A está ahí.
kognat-docs
en 13 may. 2020
He aquí otra señal de esperanza:
https://github.com/tensorflow/tensorflow/issues/23542#issuecomment-523826053
kognat-docs
en 13 may. 2020
Mencionando @ttdd11 @Steroes @ZhuoranLyu @brantl @sitting-duck que han estado cerca de este problema antes.
kognat-docs
en 13 may. 2020
bien aquí está
De mi prueba de integración continua
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
Aquí está 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;
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
}
Ahora veré si puedo hacer que funcione de alguna manera para que esas dos cosas no estén una encima de la otra.
kognat-docs
en 14 may. 2020
alguien me puede describir como
https://github.com/tensorflow/tensorflow/blob/r1.12/tensorflow/core/protobuf/config.proto
¿Se convierten esos dos std::string.c_str() en el mismo bit de memoria?
No entiendo particularmente bien el proceso de protobuf y bazel.
kognat-docs
en 14 may. 2020
Aquí está el contenido de config.pb.h config.pb.cc
config.pb.h.zip
config.pb.cc.zip
encontrado en .\tensorflow-r1.12\bazel-genfiles\tensorflow\core\protobuf
en los archivos .zip adjuntos
kognat-docs
en 14 may. 2020
Aquí están los control_flow.pb.h y control_flow.pb.cc como archivos .zip también de .\tensorflow-r1.12\bazel-genfiles\tensorflow\core\protobuf
kognat-docs
en 14 may. 2020
El mismo código en una versión estática de tensorflow con el mismo código en Linux no comparte la misma dirección.
samhodge
en 15 may. 2020
@sanjoy , si necesita información adicional, todo lo que hago se desencadena mediante scripts repetibles en un entorno de CI, este no es un proceso de ruleta sino un proceso repetible.
samhodge
en 15 may. 2020
👍1
@gunan ¿Tienes a alguien trabajando en esto?
samhodge
en 19 may. 2020
¿El problema ocurre en una versión más nueva?
1.12 definitivamente está fuera de nuestra ventana de soporte. Puedo intentar explorar esto en 1.15, pero siendo realistas, master o 2.2 son con los que podré ayudar más.
gunan
en 20 may. 2020
@gunan
Lo intentaré, pero r1.12+ requiere instrucciones de hardware que son más modernas que algunos hardware heredados que quería admitir, creo que AVX, AVX2 y SSE4
Veré si puedo hacer la compilación en un cuadro de nube. Creo que otros han informado sobre 1.15. Veré si puedo encontrar una referencia a eso primero antes de crear una plataforma de compilación completamente nueva.
Sam
samhodge
en 21 may. 2020
Estoy sorprendido de escuchar eso. Si está compilando a partir de fuentes, debería poder compilar sin ningún conjunto de instrucciones avanzadas. Estaría encantado de ayudar a resolver si eso sucede (podemos crear otro problema para ello)
gunan
en 21 may. 2020
Incluso con r1.12 hay una solución alternativa para nasm y OpenSSL que debe realizarse. Veré si puedo reproducir el error con r1.15 en algún momento de la próxima semana.
samhodge
en 22 may. 2020
¿El problema ocurre en una versión más nueva?
1.12 definitivamente está fuera de nuestra ventana de soporte. Puedo intentar explorar esto en 1.15, pero siendo realistas, master o 2.2 son con los que podré ayudar más.
Estoy experimentando lo mismo en 1.15.3. Al igual que otros, como: https://github.com/tensorflow/tensorflow/issues/16291#issuecomment -573886148
j-sarge
en 28 may. 2020
Lo siento, nunca tuve tiempo para hacer una compilación con 1.15 o 1.14. Veré si el tiempo lo permite hoy.
samhodge
en 2 jun. 2020
Actualmente estoy construyendo desde
https://github.com/tensorflow/tensorflow/commit/00fad90125b18b80fe054de1055770cfb8fe4ba3
Para ver si el problema existe allí:
La cadena de herramientas es bazelisk Win 64, Anaconda Python 3, MSYS2, para patch and bash, CUDA 9.2.1.148 CUDNN 7.0.5.56 MSVC 2015 Community en una caja T4 en AWS con Windows 2019 Datacenter Edition.
- $env:buildfolder=Get-Location
- Start-Sleep -s 3
- . $Env:buildfolder\buildenv.ps1
- Start-Sleep -s 3
- . $Env:buildfolder\build-tf.ps1
- Start-Sleep -s 1
donde se encuentran los siguientes
buildenv.ps1
pushd 'C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC'
cmd /c "vcvarsall.bat x64 & set" |
foreach {
if ($_ -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
Compilación completada con éxito ahora para compilar el controlador y ver si existe el problema.
samhodge
en 2 jun. 2020
Seis horas después, el resultado es el mismo que r1.12 en r1.14
samhodge
en 2 jun. 2020
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>
además
tensorflow_cc.lib se llama libtensorflow_cc.dll.ifso por alguna razón desconocida.
Pero usé protobuf 3.7.1 y el nsync y rappel-cpp existentes de antes
samhodge
en 2 jun. 2020
edificio de
https://github.com/tensorflow/tensorflow/pull/32503/commits/907a06dfe7533889104a0726d6f12cc9f4669000
Que es r1.15.1
samhodge
en 2 jun. 2020
La compilación falló
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.
Los únicos cambios en
https://github.com/tensorflow/tensorflow/commit/907a06dfe7533889104a0726d6f12cc9f4669000
¿Fueron los siguientes archivos mencionados anteriormente con r1.14
La versión de bazel a usar no se menciona para r1.15
ver:
https://www.tensorflow.org/install/source_windows
Giraré la rueda una vez más con bazel 0.26.1 y veré si eso mejora.
samhodge
en 2 jun. 2020
@gunan
Lo mismo con 'bazel 0.26.1'
Estoy feliz de demostrar el error con r1.15 si puede dar instrucciones claras sobre cómo construir el objetivo
tensorflow_cc.dll
Los documentos no incluyen esta versión como probada
No hay recomendación sobre la versión MSVC para usar la versión bazel
Sam
samhodge
en 2 jun. 2020
@sanjoy @gunan
Esto se informó en febrero de 2019 aquí
https://github.com/tensorflow/tensorflow/issues/23542#issuecomment-464730964
Todavía está presente en r1.14
Puedo imaginar que el error seguirá presente en r2.2
¿Alguien más puede confirmarme esto?
samhodge
en 2 jun. 2020
Bien, adelante con el programa.
haciendo tensorflow_cc.dll de la siguiente manera
En un Powershell en una caja AWS T4 con 48 núcleos y 4 tarjetas Turing T4
Con lo siguiente instalado
msys2 con parche a través de pacman
MSVC 2015 Community Edition para C++
Anaconda Pitón 3
Baselisco para Win 64
Kit de herramientas CUDA 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
Donde build-tf.ps1 es el siguiente
$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
Esperaré el resultado y construiré rappel, nsync y protobuf a través de CMake para construir contra el controlador.
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
}
Que se construirá similar a
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;
Aquí está la ubicación de protobuf de workspace.bzl
https://github.com/protocolbuffers/protobuf/archive/310ba5ee72661c081129eb878c1bbcec936b20f0.tar.gz
Veré si puedo encontrar el rappel-cpp y nsync requeridos si es necesario.
samhodge
en 4 jun. 2020
eso no termino bien
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
Así que supongo que instalo MSVC 2019 y lo intento de nuevo.
samhodge
en 4 jun. 2020
@gunan ¿Puede pedirle a alguien que investigue esto? ¿Tiene este proyecto suficientes recursos para el mantenimiento de Windows y C++?
esto es perder mi tiempo
https://github.com/tensorflow/tensorflow/issues/36252#issue-555630489
samhodge
en 4 jun. 2020
Intentando de nuevo con maestro en MSVC 2015
samhodge
en 4 jun. 2020
Aquí están los errores del maestro a7d8140e60d351d25ee3ba8236d8badf975dcada
Usando MSVC 2015
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.
Repitiendo con MSVC 2019 de la siguiente manera
AWS con 4 T4 Turing Cards y 48 núcleos virtuales y 190Gb de RAM y MS Server 2019
Python basado en Anaconda
MSYS2 para parches, perl y bash
Edición comunitaria de MSVC 2019
win64 bazelisco
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
Pasos:
- Powershell abierto
- Fuente
buildenv.ps1 - URL de flujo de tensor de clon de git
- git pago r2.2
- fuente
build-tf.ps1
la configuración de bazel adjunta, informará sobre el éxito o el fracaso.
samhodge
en 4 jun. 2020
Definitivamente tenemos escasez de expertos en ventanas.
TF requiere c ++ 14, por lo que la compilación con msvc 2015 no funcionará.
Todavía estoy tratando de analizar lo que quiere decir con "dirección de memoria superpuesta entre las opciones de gpu de cadena para" tipo de asignador "y" lista de dispositivos visibles ""
¿Quiere decir que está configurando un campo y el otro se cambia sin darse cuenta?
Si ese es el caso, la reproducción que tienes es bastante indirecta. En su código de reproducción, ¿podría imprimir el mismo campo antes y después de configurar visible_device_list?
De lo contrario, otra causa puede ser simplemente que su gpu no tenga disponible el 80% de su memoria.
Además, t ensorflow:GpuOptions es un búfer de protocolo simple. Veo que construyes libprotobuf por separado e intentas usarlo. Ese flujo de trabajo en este momento es estrictamente incompatible y sospecho que esto puede estar causando daños en los búferes de protocolo.
gunan
en 4 jun. 2020
Aquí está el resultado de CUDA 9.2.1.148 y MSVC 2019
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
Así que ahora, para reírme, pondré MSVC 2017 y veré si llego más lejos, CUDA Toolkit 9.2.1.148 es un requisito para la compatibilidad.
samhodge
en 4 jun. 2020
Todavía estoy tratando de analizar lo que quiere decir con "dirección de memoria superpuesta entre las opciones de gpu de cadena para" tipo de asignador "y" lista de dispositivos visibles ""
¿Quiere decir que está configurando un campo y el otro se cambia sin darse cuenta?
Sí, esto es lo que quiero decir, lo siento si esto no quedó claro desde el principio.
¿Podría modificar el controlador para demostrar mejor lo que creo que deja en claro?
Si ese es el caso, la reproducción que tienes es bastante indirecta. En su código de reproducción, ¿podría imprimir el mismo campo antes y después de configurar visible_device_list?
Sí, puedo hacer eso en r1.14 ahora mismo.
De lo contrario, otra causa puede ser simplemente que su gpu no tenga disponible el 80% de su memoria.
Además, t ensorflow:GpuOptions es un búfer de protocolo simple. Veo que construyes libprotobuf por separado e intentas usarlo. Ese flujo de trabajo en este momento es estrictamente incompatible y sospecho que esto puede estar causando daños en los búferes de protocolo.
¿Cuál es el flujo de trabajo admitido?
No hay símbolos protobuf en Tensorflow.
samhodge
en 4 jun. 2020
Desafortunadamente, la única forma confiable de hacer que las cosas funcionen en Windows, hasta donde pudimos ver, era vincular estáticamente TF. De hecho, Protobuf está completamente vinculado a TF, sin embargo, muchos de los símbolos están ocultos porque seguimos alcanzando el límite de símbolos de ~ 64K en las ventanas. Estamos trabajando para refinar nuestra API, pero como agregamos compatibilidad con Windows más adelante y solo expusimos lo que vimos según fuera necesario en nuestros experimentos limitados, faltan muchos símbolos en la superficie de la API. Podemos trabajar juntos para exponer algunos símbolos o proponer algunas modificaciones/parches locales para que su proyecto funcione en Windows.
Como dije antes, tenemos una experiencia muy limitada en Windows, por lo que carecemos de muchas funciones. También lucha por mantenerse al día con los problemas entrantes, como claramente experimentó en este problema. Realmente lo siento por eso. Estoy tratando de configurar un espacio de trabajo para probar algunos de los problemas que vio. Comenzaré con una compilación limpia de libtensorflow_cc, luego analizaré los problemas de protobuf que vio.
Mientras tanto, si pudiera compartir el resultado del siguiente código, sería muy útil para mí. Como dije, este es un símbolo de protobuf, y consultaré con el equipo de protobuf para ver si han visto un problema similar en Windows.
#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;
}
OK gracias por ser complaciente con su tiempo.
desde 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;
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
}
me sale el siguiente resultado
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
Perdón por no explicarme mejor.
samhodge
en 4 jun. 2020
Aquí está la salida de su código
C:\GitLabRunner\builds\dmyz3-NF\0\sam\tf-mem-overlap>.\main.exe
Before: allocator_type
After: allocator_type 0
Entonces sé cómo exponer símbolos en el momento de la compilación a través de un archivo .lds en r1.12
¿Cómo encontraría los símbolos que faltan para protobuf en tensorflow_cc.dll ?
Parece que hay muchas puñaladas en la oscuridad.
samhodge
en 4 jun. 2020
Estaría encantado de vincular estáticamente a TF.
¿Cómo haría para hacer eso?
samhodge
en 4 jun. 2020
Por el momento, la mejor manera es usando bazel.
Puede crear un espacio de trabajo y agregar TF como una dependencia del espacio de trabajo.
Entonces puede depender de las bibliotecas TF como dependencias de bazel.
Probaré tu ejemplo en mi máquina también. También contacté al equipo de protobuf y esperé su respuesta.
gunan
en 4 jun. 2020
¿Hay alguna manera de usar skylark para simplemente hacer eco de todos los archivos .lib necesarios para vincular al binario final para usar como complemento?
Agregar una dependencia a bazel en la cadena de compilación podría ser incompatible con el resto del proceso de compilación.
samhodge
en 4 jun. 2020
Para eso, necesitaría la ayuda de expertos en bazel.
@hlopko @r4nt @meteorcloudy , ¿hay alguna forma de tener acceso a los archivos lib después de compilar una dll, o tal vez una cc_library?
Además, acabo de compilar localmente y pude compilar usando MSVC 2019 profesional, sin cuda. Intentando de nuevo con CUDA.
gunan
en 4 jun. 2020
Por cierto, sincronicé mi cliente con la siguiente confirmación en la rama maestra: e19e2d29d562724ead9e60e1ba4c4ffd91a0eb7a
Para los dos comandos siguientes, pude compilar TF con MSVC 2019 profesional, la última versión disponible. La comunidad de MSVC debería producir los mismos resultados.
bazel build --config=cuda --config=short_logs -c opt tensorflow:tensorflow_cc
bazel build --config=short_logs -c opt tensorflow:tensorflow_cc
@gunan , ¿qué CUDA y CUDNN usaste? Estoy bloqueado en CUDA 9.2.1.148 y CUDNN 7.0.5.56 para compatibilidad con Blackmagic Design, ya que cudnn64_7.dll está en la ruta y soy un complemento para su sistema.
samhodge
en 4 jun. 2020
@hlopko @r4nt @meteorcloudy , ¿hay alguna forma de tener acceso a los archivos lib después de compilar una dll, o tal vez una cc_library?
Sí, puede obtener el archivo LIB (biblioteca de importación) a través --output_groups=interface_library en la línea de comando o en el archivo BUILD usando una regla de grupo de archivos.
P.ej,
filegroup(
name = import_lib_name,
srcs = ["my_dll_target"],
output_group = "interface_library",
)
Posteriormente, puede utilizar este archivo LIB en una regla cc_import.
Consulte este ejemplo: https://github.com/bazelbuild/bazel/blob/master/examples/windows/dll/windows_dll_library.bzl
meteorcloudy
en 4 jun. 2020
Voy a experimentar con esto mañana.
Gracias por la explicación, todavía no tiene sentido para mí, pero mi alondra Star/Sky es limitada.
Pero la intención sería secuestrar esto en un documento para que, una vez que exista una compilación de TF, pueda extraer el artefacto de los archivos genfiles de bazel de un archivo ZIP y apuntar a cada uno de los archivos .lib para vincularlos estáticamente a mi complemento de TF, que también es vinculado contra algunas otras bibliotecas.
No hay direccionamiento indirecto en este momento a través de CMake o bazel, solo un proyecto de MSVC que apunta a encabezados y archivos .lib.
Si bien bazel es maravilloso, implementarlo desde cero en un proyecto que no sea de Google puede tomar un pequeño golpe, que aún tengo que superar.
samhodge
en 4 jun. 2020
Por cierto, sincronicé mi cliente con la siguiente confirmación en la rama maestra: e19e2d2
Para los dos comandos siguientes, pude compilar TF con MSVC 2019 profesional, la última versión disponible. La comunidad de MSVC debería producir los mismos resultados.
bazel build --config=cuda --config=short_logs -c opt tensorflow:tensorflow_cc bazel build --config=short_logs -c opt tensorflow:tensorflow_cc
¿Pudiste probar qué pasó con ese controlador que me diste?
samhodge
en 4 jun. 2020
@sanjoy @gunan
Buenos días desde una brillante mañana de cielo azul en Adelaide.
He buscado en los siguientes documentos:
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
Así que ahora mi intención es construir un tensorflow_cc_static.lib en Windows que tendrá todos mis símbolos para vincular estáticamente a la biblioteca compartida de mi aplicación ( rotobot.ofx ), lo que significa que ya no necesitaré vincularme a tensorflow_cc.dll y también (lib)protobuf.dll y todos los límites de símbolos de 65K serán cosa del pasado.
¿Ves algún obstáculo en mi estrategia?
samhodge
en 5 jun. 2020
Mi último fracaso
Usando CUDA 10.2 y CUDNN 7.6.5.32
con
$ENV:TF_CUDA_COMPUTE_CAPABILITIES="3.5,3.7,5.0,5.2,6.0,6.1"
Intentaré nuevamente sin esta declaración y veré si se compila.
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
Editar: este comportamiento se espera con CUDA Toolkit 10.2, 10.2 es una actualización a 9.2 porque CUDA Toolkit 9.2.1.148 no es compatible con nvcc para MSVC 2019. MSVC 2017 podría ser compatible con C++ 14 requerido para TF 2.0.
Ver:
https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html#deprecated -features
CUDA COMPUTE 3.5 y 3.7 están en desuso, por lo que debe cancelar el procesamiento y bloquearlo en 7.0 para la tarjeta Turing basada en T4, pero esto no será adecuado para una amplia gama de usuarios finales sin tarjetas basadas en Turing.
Ahora está configurado para computar CUDA 3.5,7.0, solo veré si esto se compila.
samhodge
en 5 jun. 2020
MSVC 15 (2017) y CUDA Toolkit 9.2.1.148 le brindan hasta la capacidad de cómputo 7.0 y hasta 3.5 mientras brinda compatibilidad con el lenguaje C++.
samhodge
en 5 jun. 2020
7a7207f3b6 me da
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
Desde
git clone tensorflow URLcd tensorflowcp ..\*.ps1. .\buildenv.ps1. .\build-tf.ps1
Donde estoy en un servidor t4 2019 con 48 núcleos
Con Anaconda Python, MSYS2 para parche y perl y bash, CUDA 10.2 CUDNN 7.6.5.32
buildenv.ps1 es
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 es
$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"
$params = "configure.py",""
cmd /c "ECHO Y" | & python.exe <strong i="25">@params</strong>
bazel.exe clean --expunge
bazel.exe build --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=small,medium --jobs=48 //tensorflow:tensorflow_cc.dll
¿Es este el comportamiento esperado?
samhodge
en 5 jun. 2020
Repetiré con r2.2.
samhodge
en 5 jun. 2020
2b96f3662b completado.
samhodge
en 5 jun. 2020
Se adjunta el archivo tensorflow\BUILD de r2.2
que se construye como
. .\buildenv.ps1. .\build-tfstatic.ps1
buildenv.ps1
pushd 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Auxiliary\Build\'
cmd /c "vcvarsall.bat x64 & set" |
foreach {
if ($_ -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
la edición de tensorflow\BUILD es
añadiendo cinco líneas
filegroup(
name = "tensorflow_cc_static.lib",
srcs = ["tensorflow_cc.dll"],
output_group = "interface_library",
)
```
samhodge
en 5 jun. 2020
Tenía cuda 10.1 en mi máquina, así que probé con eso. Entonces puede ser causado por la diferencia en las versiones de cuda.
Veo que algunos de sus comentarios mencionan cuda 9.2 y algunos mencionan 10.2.
¿Supongo que la compilación con 10.2 tuvo éxito?
gunan
en 5 jun. 2020
@hlopko @r4nt @meteorcloudy , ¿hay alguna forma de tener acceso a los archivos lib después de compilar una dll, o tal vez una cc_library?
Sí, puede obtener el archivo LIB (biblioteca de importación) a través
--output_groups=interface_libraryen la línea de comando o en el archivo BUILD usando una regla de grupo de archivos.
P.ej,filegroup( name = import_lib_name, srcs = ["my_dll_target"], output_group = "interface_library", )Posteriormente, puede utilizar este archivo LIB en una regla cc_import.
Consulte este ejemplo: https://github.com/bazelbuild/bazel/blob/master/examples/windows/dll/windows_dll_library.bzl
Sí, esto solo crea un archivo que ya estaba allí.
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
Son solo 39M mientras que el archivo tensorflow_cc.dll es 320Mb
Lo que se necesita es una versión estática de tensorflow_cc.lib donde tenga todos los símbolos para hacer inferencias o entrenamiento o lo que sea que tensorflow_cc.dll tenga para ofrecer
Creo que hubo un error en la comunicación, ya que los símbolos para protobuf no están expuestos, necesito poder vincular estáticamente a un archivo estático .lib de todos los símbolos que están en la entidad de tensorflow_cc.dll así que con los archivos de encabezado y -L tensorflow_cc_static.lib esto proporcionará todos los símbolos.
samhodge
en 5 jun. 2020
Tenía cuda 10.1 en mi máquina, así que probé con eso. Entonces puede ser causado por la diferencia en las versiones de cuda.
Veo que algunos de sus comentarios mencionan cuda 9.2 y algunos mencionan 10.2.
¿Supongo que la compilación con 10.2 tuvo éxito?
Sí, tuvo éxito.
samhodge
en 5 jun. 2020
Intentando de nuevo con
filegroup(
name = "tensorflow_cc_static.lib",
srcs = ["tensorflow_cc.dll"],
output_group = "static",
)
Y vamos en círculos aquí: @meteorcloudy
samhodge
en 5 jun. 2020
Aquí están los resultados de construir //tensorflow:tensorflow_cc_static.lib
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
¿Cómo conseguimos que las entradas en tensorflow_cc.dll capturadas por el grupo de archivos anterior se coloquen en un archivo?
samhodge
en 5 jun. 2020
me estoy acercando sigilosamente a esto
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
)
Creo que podría encontrarme con el problema de la vinculación transitiva.
samhodge
en 5 jun. 2020
Lo anterior es un no ir
probando con
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"]),
)
Creo que también necesito incorporar tensorflow_framework para que funcione lo anterior, pero lo dejaré pasar y veré qué sucede.
samhodge
en 5 jun. 2020
También noté que hay una regla para tensorflow_cc.lib si quisiera vincularme dinámicamente, lo que @gunan sugiere que no es la solución a este problema, sino obtener una versión estática de tensorflow_cc.dll de bazel pero creo que no funcionará, seguiré intentándolo una hora más.
samhodge
en 5 jun. 2020
Bien, ahora tengo un montón de archivos .a
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
Lo cual supongo que puedo vincular estos en archivos como .a en Linux y mis símbolos simplemente "estarán allí"
Esperaba uno grande, lo seguiré intentando.
samhodge
en 5 jun. 2020
tal vez soy menos tonto de lo que creo
@hlopko @meteorcloudy
https://github.com/bazelbuild/bazel/issues/7538
Si de todos modos hay que hacer un comodín de los archivos .a que se copiaron en bazel-bin en un filegroup
samhodge
en 5 jun. 2020
Tengo ganas de agregar esto al final de tensorflow/BUILD
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"],
)
y el edificio //tensorflow:tensorflow_cc_static debería funcionar
samhodge
en 5 jun. 2020
Si de todos modos hay que hacer un comodín de los archivos .a que se copiaron en bazel-bin en un grupo de archivos
¡@oquenchil es nuestro experto en C++! ¿Cuál es la forma de recopilar todos los archivos de objetos transitivos o archivos .a en Starlark?
meteorcloudy
en 5 jun. 2020
Creo que usando nuestra API C++ Starlark, podemos recopilar todos los archivos lib transitivos.
https://docs.bazel.build/versions/master/skylark/lib/CcInfo.html
Problema relacionado: https://github.com/bazelbuild/bazel/issues/1920
meteorcloudy
en 5 jun. 2020
No estoy tratando de arrojar sombra sobre bazel, realmente hace un buen trabajo en la mayoría de las cosas. Pero en muchos proyectos de CMake que he usado, simplemente agrega -DBUILD_SHARED_LIBS=0 y aparece un archivo estático. Dado que esta característica fue solicitada en 2016. Creo que podría usar Python glob y mezclarlo y ver si la vinculación estática solucionará este problema.
samhodge
en 5 jun. 2020
Usando Python pude ensamblar los archivos .a en cuestión
la pitón era bastante simple
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))
El resultado es una lista épica de archivos.
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
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_graph.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_node.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_node_show.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_op.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_scope.a
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\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
Entonces, sin vincular nada, estos son los símbolos que faltan.
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 ==========
Después de agregar lo siguiente
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
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libparse_annotation.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_code.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_graph.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_node.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_node_show.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_op.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\internal\libtfprof_scope.a
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
Faltan los siguientes símbolos
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.
Este es el resultado de compilar
#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;
}
Con MSVC 2019
el siguiente Proyecto.
<?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>
@gunan
Entonces mi pregunta es la siguiente:
Si no puede vincular a libprotobuf.lib para proporcionar símbolos para tensorflow_cc.dll y necesita vincular estáticamente, ¿cómo lo hace?
¿Puede compilar el código main.cpp y decirme qué obtiene como resultado con la vinculación estática?
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;
}
Eché un vistazo antes y parece que config.proto en tensorflow/core/protobuf tiene los símbolos que faltan y, aunque se pueden encontrar los archivos .o, no pude seguir la ruta dentro de la indirección de bazel para ver si estos archivos de objetos terminan en uno de los archivos de objetos .a, claramente no lo hacen o los símbolos no faltarían.
Pero, ¿es esto parte del problema?
El archivo .proto crea un archivo .cc que a su vez crea el archivo de objeto, pero también se crean los encabezados, no estoy seguro de si los encabezados declaran los símbolos como expuestos o no.
Por la mañana intentaré agregar los archivos .o a las bibliotecas adicionales. Pero hay un límite de caracteres para las bibliotecas adicionales y las bibliotecas, por lo que es posible que no sea posible agregar cada archivo de objeto.
Lo que lleva a rellenar archivos estáticos .lib .a y .o en un gran archivo estático.
Lo que debe hacerse con bazel en Linux y macOS con un tamaño de palabra grande en el shell usando ar se puede hacer desde los archivos de objetos.
@gunan
¿Podemos tener objetivos estáticos para C++ y Tensorflow?
samhodge
en 9 jun. 2020
Creo que es razonable.
@meteorcloudy , ¿cómo podemos crear un objetivo que sea la combinación de los archivos .a individuales que @samhodge extrajo anteriormente? ¿Bazel puede fusionar estos?
gunan
en 9 jun. 2020
🚀1
🎉1
Enlace a lo siguiente
Da como resultado los siguientes símbolos que faltan
ver adjunto
salida.zip
Al compilar
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
Con incluir archivos como
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
La compilación es exitosa, la vinculación falla como se indicó anteriormente.
samhodge
en 10 jun. 2020
Gracias, lo intentaré más tarde.
------------------ 原始邮件 ------------------
Ejemplo: "Sam Hodge"< [email protected]>;
Fecha: 2020年6月10日(星期三) 8:55
收件人: "tensorflow/tensorflow"< [email protected]>;
抄送: "Suscrito"< [email protected]>;
Respuesta: Re: [tensorflow/tensorflow] Windows C++ tensorflow_cc.dll tiene una dirección de memoria superpuesta entre las opciones de gpu de cadena para "tipo de asignador" y "lista de dispositivos visibles" (#39439)
Enlace a lo siguiente
Da como resultado los siguientes símbolos que faltan
ver adjunto
salida.zip
Al compilar
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_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_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:\Usuarios\Administrador\dev\tensorflow\bazel-bin\tensorflow\core_objs\conv_autotuning_proto_cc_impl*.o C:\Usuarios\Administrador\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\ 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\ asignación_descripción_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:\Users\ Administrador\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\ Administrador\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\ Administrador\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\ Administrador\dev\tensorflow\bazel-bin\tensorflow\core\framework_objs\types_proto_cc_impl*.o C:\Usuarios\Administrador \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:\Usuarios\Administrador\dev\tensorflow\bazel-bin\tensorflow\stream_executor_objs\dnn_proto_cc_impl*.o
Con incluir archivos como
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 \Administrador\dev\tensorflow\bazel-bin C:\Usuarios\Administrador\dev\tensorflow\tensorflow
La compilación es exitosa, la vinculación falla como se indicó anteriormente.
—
Estás recibiendo esto porque estás suscrito a este hilo.
Responda a este correo electrónico directamente, véalo en GitHub o cancele la suscripción.
hunim
en 10 jun. 2020
estoy desconcertado Veo que está tomando archivos .a en com_google_protobuf. No tengo idea de cómo estás viendo los errores de símbolo.
gunan
en 10 jun. 2020
estoy desconcertado Veo que está tomando archivos .a en com_google_protobuf. No tengo idea de cómo estás viendo los errores de símbolo.
Sí, parece desconcertante, si alguien más quiere intentarlo por sí mismo, estos son esencialmente los artefactos creados a partir de r2.2 y construyendo el objetivo //tensorflow:tensorflow_cc.dll con CUDA 10.2 definido con Visual Studio 2019.
samhodge
en 10 jun. 2020
estoy desconcertado Veo que está tomando archivos .a en com_google_protobuf. No tengo idea de cómo estás viendo los errores de símbolo.
Si no incluye los archivos .o creados a partir del archivo .proto , los únicos símbolos que faltan son
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.
La inclusión de los archivos .o de los objetivos C++ protobuf .proto amplía esta lista a casi 200 símbolos faltantes.
samhodge
en 10 jun. 2020
@meteorcloudy @sanjoy @gunan
Ha transcurrido un mes desde que se planteó este problema.
He intentado todo lo que me han pedido, pero todavía estamos en el punto en el que no podemos ejecutar un caso de reproducción de menos de veinte líneas.
El viaje ha implicado la creación de un tiempo de compilación y un entorno de tiempo de ejecución completos y reproducibles.
Ahora estoy en un punto en el que al vincular faltan dos símbolos GPUOptions C ++ constructor y destructor como declaraciones C que indican que deben vincularse dinámicamente
Pero estamos tratando de enlazar estáticamente.
Mi siguiente paso es buscar en el intermedio .cc creado a partir del archivo .proto en GitHub para ver si los símbolos que faltan están en blanco y negro.
A partir de ahí solo podemos ver dos resultados.
Los símbolos están ahí y seguimos el proceso de vinculación.
Faltan los símbolos y miramos hacia arriba para agregar el constructor y el destructor GPUOptions a una lista DEF en un archivo .lds para asegurarnos de que la conversión de .proro a un ejecutable sea consistente con el comportamiento previsto del software.
Pero esta es una solución de vinculación dinámica y me han dicho que la mejor solución es la vinculación estática para superar los límites de 65K de símbolos en Windows.
Como no hay documentos de diseño sobre cómo bazel pretende que suceda este proceso
Confío en el equipo de Tensorflow para que me guíe.
O simplemente sigo haciendo suposiciones y luego las pruebo con experimentos, lo cual es un mal uso de mis recursos limitados.
¿Puedo pedir alguna orientación?
Sam
samhodge
en 11 jun. 2020
Dejando esto aquí para mi última referencia.
samhodge
en 11 jun. 2020
Hola Sam,
Agradecemos sus comentarios.
Como mencioné anteriormente, no tengo ideas, y estamos en el punto en el que necesitamos la experiencia de bazel en Windows para ayudarnos a explicar algunos de estos.
Desafortunadamente, el equipo de bazel se encuentra en Alemania. También tienen diferentes horarios de vacaciones, diferentes restricciones y procesos para responder a problemas de github. Como eres, también estoy esperando algunos comentarios y orientación de ellos.
gunan
en 11 jun. 2020
Gracias por la transparencia, ciertamente ayuda a los niveles de frustración.
Realizaré más experimentos esta mañana si el tiempo lo permite.
Estoy verdaderamente agradecido por cualquier cosa que puedas dar.
¡Salud!
samhodge
en 11 jun. 2020
Consulte los config.pb.h y config.pb.cc resultantes de config.proto en
https://github.com/tensorflow/tensorflow/commit/a94839d7910dc5dfa4b6cde20445b1d5a2fa53b8
es decir
https://github.com/tensorflow/tensorflow/blob/r2.2/tensorflow/core/protobuf/config.proto
Voy a pegar el fragmento de código correspondiente:
#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();
}
Podemos ver que estos símbolos no están envueltos en cdecl
ver
https://docs.microsoft.com/en-us/cpp/cpp/cdecl?view=vs-2019
Entonces faltan los símbolos.
Intentaré editar:
https://github.com/tensorflow/tensorflow/blob/r2.2/tensorflow/tf_exported_symbols.lds
agregar *GPUOptions*
Luego vea a dónde van las cosas desde allí.
samhodge
en 15 jun. 2020
Estoy dedicando un poco de tiempo a esto hoy.
pero hay dos soluciones
vea este comentario https://github.com/tensorflow/tensorflow/issues/23542#issuecomment -464730964
Y en este hilo, la macro TF_EXPORT mientras expone símbolos, esto no es a través de una capa de compilación de .proto a .pb.cc y .pb.h .
Entonces necesitamos un mecanismo para exponer los símbolos que se compilan a través de protobuf
samhodge
en 15 jun. 2020
OK, obtuve algunos avances.
de este programa
Controlador C++ recomendado por @gunan
#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;
}
Salida de MSVC 2019
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 . . .
Los directorios de inclusión son los siguientes:
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)
estaba vinculado a
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)
Donde estos son artefactos creados a partir de
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
donde contiene el script
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
Adicionalmente
este controlador C++
#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;
}
produce
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 . . .
Entonces , @sanjoy @gunan @meteorcloudy , ya sabes cómo se reproducen los pasos usando r2.2 CUDA 10.2 MSVC 2019 y las versiones de CUDNN mencionadas anteriormente.
aquí está mi git diff
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:
*;
};
🚀1
🎉1
👍1
Mirando esto:
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);
}
¿Esto causaría que el tipo de asignador y la lista de gpu visible estuvieran en la misma cadena?
samhodge
en 15 jun. 2020
@samhodge
Escribí una regla win_cc_static_library para construir una biblioteca cc estática vinculada a todas las dependencias transitivas dadas en Windows. Por favor, compruebe si ayuda.
meteorcloudy
en 15 jun. 2020
Si el tiempo lo permite, lo intentaré en aproximadamente 7 horas a partir de ahora.
Entonces, simplemente sería una cuestión de tener las mismas dependencias en el destino //t ensorflow:tensorflow_cc.dll y darle un nombre y ocurrirá magia y puedo vincular al archivo .a o .lib sin tener que exponer ningún archivo adicional. ¿símbolos?
¿Es esto correcto @meteorcloudy ?
samhodge
en 15 jun. 2020
OK encontré algo de tiempo
aquí está mi método:
clon r2.2
agregue el archivo win_cc_static_library.bzl al directorio tensorflow
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"],
)
modificar tensorflow\BUILD en tensorflow para incluir adicionalmente
load(":win_cc_static_library.bzl", "win_cc_static_library")
y
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"]),
)
Luego obtenga los siguientes buildenv.ps1 como . .\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
Luego, una fuente del script bazel powershell
$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
Parece que se está construyendo, luego vincularé solo contra eso y veré si faltan símbolos.
Si lo son, agregaré *GPUOptions* a los archivos relevantes .lds
samhodge
en 15 jun. 2020
Después de unas 6 horas, los archivos
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 ...
No estaban compilados, así que eliminé los archivos .obj y comencé de nuevo pensando que era una falla en el sistema de archivos y que se compilarían rápidamente.
Creo que puedo dejar la máquina encendida durante la noche y ver qué pasa.
samhodge
en 16 jun. 2020
Casi dos horas más tarde en la máquina de 48 núcleos y tres objetivos bloqueando otros dos objetivos aguas abajo.
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
Eso parece https://github.com/tensorflow/tensorflow/issues/10521
¿Tiene build --define=override_eigen_strong_inline=true especificado en el archivo .tf_configure.bazelrc ?
meteorcloudy
en 16 jun. 2020
no estoy seguro pero este es el ultimo
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
La biblioteca estática es DEMASIADO grande, entonces, ¿hacia dónde ir desde aquí?
samhodge
en 16 jun. 2020
¿Es extraño que el tamaño total de la biblioteca estática supere el límite de 2 GB mientras que la DLL es solo decenas de MB?
¿Puede verificar bazel-out/x64_windows-opt/bin/tensorflow/tensorflow_cc_static.lib.params para ver qué bibliotecas intenta vincular? Tal vez primero podamos modificar la regla para filtrar algunas dependencias no deseadas.
meteorcloudy
en 16 jun. 2020
También podría ser el resultado de no tener --define=override_eigen_strong_inline=true como una opción de compilación, lo que podría causar que el archivo obj sea muy grande.
¿Puedes intentar reconstruir con --define=override_eigen_strong_inline=true ?
meteorcloudy
en 16 jun. 2020
Puedo intentarlo pronto, era tarde en la noche cuando revisé, así que para ahorrar algunos recursos cerré la gran instancia de nube durante la noche.
Gracias por tu consejo @meteorcloudy , has sido de gran ayuda. La macro bazel funcionó de maravilla con la opción en línea deberíamos estar de vuelta en el juego
samhodge
en 16 jun. 2020
OK repitiendo los pasos de https://github.com/tensorflow/tensorflow/issues/39439#issuecomment -644408408 excepto con
--define=override_eigen_strong_inline=true
samhodge
en 16 jun. 2020
OK repitiendo los pasos desde #39439 (comentario) excepto con
--define=override_eigen_strong_inline=true
que parece haber solucionado que se está construyendo mucho más rápido ahora, con suerte, el tamaño del archivo también será más pequeño.
samhodge
en 17 jun. 2020
Acaba de terminar de forma abrupta con el siguiente mensaje
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
No me sorprende que la biblioteca estática sea tan grande. Al crear una biblioteca dinámica o un ejecutable, el último paso de vinculación puede eliminar muchas cosas. ¿Qué sucede cuando alimenta la biblioteca estática resultante a su enlazador final y crea un binario que es más pequeño?
Sobre esa falla, no estoy seguro, ya que los archivos de los que se queja no son encabezados.
gunan
en 17 jun. 2020
Estoy repitiendo con un clon nuevo y ver si es repetible.
Tuve un problema con el clon inicial de git, se atascó y lo inicié de nuevo sin borrar todos los archivos, tal vez había algunos archivos dañados.
samhodge
en 17 jun. 2020
el mismo problema
pero entregado mucho más rápido con la opción en línea.
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
Siendo un diablillo astuto esto no me detendrá
tengo este 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
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libcpu_feature_guard.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libbase64.a
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/libabi.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/strings/libproto_text_util.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/strings/libproto_serialization.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/strings/libordered_code.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/bfloat16/libbfloat16.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/random/libphilox.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/random/libweighted_picker.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/platform/librandom.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/histogram/libhistogram.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/monitoring/libcollection_registry.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/monitoring/libsampler.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/monitoring/libpercentile_sampler.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libzlib_compression_options.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libzlib_outputbuffer.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libinputstream_interface.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libzlib_inputstream.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libiterator.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libcache.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/hash/libcrc32c.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libblock.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libtable.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libsnappy_outputbuffer.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libsnappy_inputbuffer.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libcompression.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/librecord_writer.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/librandom_inputstream.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libbuffered_inputstream.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/librecord_reader.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/io/libinputbuffer.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/core/libbitmap.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/core/libarena.a
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bazel-out/x64_windows-opt/bin/tensorflow/stream_executor/cuda/libcusparse_stub.a
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/sparse/libkernels.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libword2vec_kernels.lo
bazel-out/x64_windows-opt/bin/external/png/libpng.a
bazel-out/x64_windows-opt/bin/tensorflow/core/lib/png/libpng_io.a
bazel-out/x64_windows-opt/bin/tensorflow/core/summary/libsummary_converter.a
bazel-out/x64_windows-opt/bin/tensorflow/core/summary/libsummary_file_writer.a
bazel-out/x64_windows-opt/bin/tensorflow/core/summary/libsummary_db_writer.a
bazel-out/x64_windows-opt/bin/tensorflow/core/summary/libschema.a
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsummary_kernels.lo
bazel-out/x64_windows-opt/bin/external/icu/libicuuc.a
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libstring_util.a
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libunicode_script_op.lo
bazel-out/x64_windows-opt/bin/third_party/icu/data/libconversion_data.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libunicode_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsubstr_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libstring_upper_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libstring_to_hash_bucket_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libstring_strip_op.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libstring_ngrams_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libstring_lower_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libstring_length_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libstring_join_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libstring_format_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libregex_replace_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libregex_full_match_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libreduce_join_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbase64_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libas_string_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/librandom_shuffle_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/librandom_poisson_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libstateless_random_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libreduction_ops_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libreduction_ops.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_xent_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_tensors_map_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_tensor_dense_matmul_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_tensor_dense_matmul_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_tensor_dense_add_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_split_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_sparse_binary_op_shared.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_softmax.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_slice_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_slice_grad_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libreshape_util.a
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_reorder_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_reduce_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_fill_empty_rows_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_dense_binary_op_shared.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_cross_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_concat_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_add_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_add_grad_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libserialize_sparse_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdeserialize_sparse_variant_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdeserialize_sparse_string_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libset_kernels.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsearchsorted_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsearchsorted_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsdca_internal.a
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libscoped_allocator_ops.lo
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
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/librpc_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/rnn/libblas_gemm.a
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/rnn/liblstm_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/rnn/libgru_ops_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/rnn/libgru_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libremote_fused_graph_execute_utils.a
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libremote_fused_graph_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/librandom_binomial_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libragged_tensor_to_variant_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbroadcast_to_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbroadcast_to_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libragged_tensor_to_tensor_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libragged_tensor_to_sparse_kernel.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libragged_tensor_from_variant_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libragged_range_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libragged_gather_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libpartitioned_function_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libstring_to_number_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libparse_tensor_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libexample_parsing_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdecode_raw_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdecode_padded_raw_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdecode_csv_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdecode_compressed_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libparameterized_truncated_normal_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libparameterized_truncated_normal_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/libnn_grad.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libxent_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libxent_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libtopk_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libtopk_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsoftsign_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsoftsign_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsoftplus_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsoftplus_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsoftmax_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsoftmax_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/librelu_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/librelu_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libnth_element_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/liblrn_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libl2loss_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libl2loss_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libin_topk_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libin_topk_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libfused_batch_norm_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libfused_batch_norm_op.lo
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
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdepthwise_conv_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdepthwise_conv_grad_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdata_format_ops_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdata_format_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbias_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbias_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbatch_norm_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbatch_norm_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmultinomial_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmultinomial_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/special_math/libspecial_math_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/special_math/libspecial_math_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsequence_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsegment_reduction_ops_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsegment_reduction_ops.lo
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
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libnextafter_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libnextafter_op.lo
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
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libhistogram_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libfft_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libcross_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libcross_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libcompare_and_bitpack_op_gpu.lo
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
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libcheck_numerics_op.lo
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
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libargmax_op_gpu.lo
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
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libtridiagonal_solve_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libtridiagonal_solve_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libtridiagonal_matmul_op_gpu.lo
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
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libtext_line_reader_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsave_restore_tensor.a
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsave_restore_v2_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsave_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/librestore_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libreader_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libmatching_files_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/liblmdb_reader_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libidentity_reader_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libfixed_length_record_reader_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsampling_kernels.a
bazel-out/x64_windows-opt/bin/tensorflow/core/libjpeg_internal.a
bazel-out/x64_windows-opt/bin/tensorflow/core/libgif_internal.a
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libscale_and_translate_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsample_distorted_bounding_box_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libresize_nearest_neighbor_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libresize_nearest_neighbor_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libresize_bilinear_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libresize_bilinear_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libresize_bicubic_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libresize_area_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/librandom_crop_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libnon_max_suppression_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libnon_max_suppression_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libimage_ops_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libimage_ops.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libgenerate_box_proposals_op_gpu.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libextract_jpeg_shape_op.lo
bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libencode_png_op.lo
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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
Que puedo usar para vincular a mi controlador.
¡Deséame suerte!
samhodge
en 17 jun. 2020
¡OK, entonces está ARREGLADO YAYAYAAYA!
aquí está la salida
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 . . .
El archivo TFDriver.cpp
```#incluye "tensorflow/core/protobuf/control_flow.pb.h"
incluir "tensorflow/core/protobuf/config.pb.h"
incluir
int principal() {
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
;externo\com_google_absl\abslbase\libspinlock_wait.a
;external\com_google_absl\abslbase\libdynamic_annotations.a
;externo\com_google_absl\abslbase\libbase.a
;externo\com_google_absl\abslbase\libthrow_delegate.a
;externo\com_google_absl\absl\strings\libinternal.a
;externo\com_google_absl\absl\strings\libstrings.a
;external\com_google_absl\absl\types\libbad_opcional_acceso.a
;externo\com_google_protobuf\libprotobuf_lite.a
;externo\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
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;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
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;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
;externo\zlib\libzlib.a
;externo\snappy\libsnappy.a
;tensorflow\core\platformwindows\libenv_time.a
;tensorflow\core\plataforma\predeterminado\liblogging.a
;tensorflow\core\plataforma\libstr_util.a
;sincronización\nexterna\libnsync_cpp.a
;tensorflow\core\plataforma\default\libmutex.a
;tensorflow\core\plataforma\libstringprintf.a
;tensorflow\core\plataforma\libnumbers.a
;tensorflow\core\plataforma\libstrcat.a
;tensorflow\core\platformwindows\libstacktrace.a
;tensorflow\core\plataforma\libstatus.a
;externo\com_google_absl\absl\time\internal\cctz\libcivil_time.a
;externo\com_google_absl\absl\time\internal\cctz\libtime_zone.a
;externo\com_google_absl\absl\time\libtime.a
;tensorflow\core\plataforma\libhash.a
;tensorflow\core\plataforma\default\libtracing.lo
;tensorflow\core\plataforma\libsetround.a
;externo\com_google_absl\abslbase\libmalloc_internal.a
;externo\com_google_absl\absl\depuración\libdemangle_internal.a
;externo\com_google_absl\absl\debugging\libdebugging_internal.a
;external\com_google_absl\absl\debugging\libsymbolize.a
;externo\com_google_absl\absl\depuración\libstacktrace.a
;externo\com_google_absl\absl\sincronización\libgraphcycles_internal.a
;external\com_google_absl\absl\synchronization\libsynchronization.a
;externo\com_google_absl\absl\container\libhashtablez_sampler.a
;externo\com_google_absl\absl\container\libraw_hash_set.a
;external\com_google_absl\absl\types\libbad_variant_access.a
;externo\com_google_absl\abslhash\libcity.a
;externo\com_google_absl\abslhash\libhash.a
;external\com_googlesource_code_re2\libre2.a
;tensorflow\core\plataforma\libprotobuf.a
;tensorflow\core\platformwindows\libplatform_port.a
;tensorflow\core\plataforma\libscanner.a
;tensorflow\core\plataforma\libpath.lo
;tensorflow\core\platformwindows\libwide_char.a
;tensorflow\core\platformwindows\libload_library.a
;tensorflow\core\plataforma\liberror.a
;tensorflow\core\plataforma\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
;externo\fft2d\libfft2d.a
;externo\farmhash_archive\libfarmhash.a
;externo\libjpeg_turbo\libsimd_win_x86_64.a
;externo\libjpeg_turbo\libjpeg.a
;externo\gif\libgif.a
;tensorflow\core\platform\default\libunbounded_work_queue.a
;tensorflow\core\plataforma\libcodificación.a
;tensorflow\core\plataforma\libtensor_codificación.a
;tensorflow\core\plataformawindows\libsubprocess.a
;tensorflow\core\platformwindows\libstacktrace_handler.a
;tensorflow\core\plataforma\predeterminado\libresource.a
;tensorflow\core\plataforma\libplatform_strings.a
;tensorflow\core\platformwindows\libnet.a
;tensorflow\core\plataforma\liblogger.lo
;tensorflow\core\plataforma\libcpu_feature_guard.a
;tensorflow\core\plataforma\libbase64.a
;tensorflow\core\plataforma\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\plataforma\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
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;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\libfuncional_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\libfuncional_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\verificadores\libstructure_verifier.a
;tensorflow\core\grappler\utils\libtpu.a
;tensorflow\core\grappler\utils\libcolocación.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\libevalue_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
;%(Dependencias adicionales)
```
samhodge
en 17 jun. 2020
👍2
🚀1
❤1
🎉1
Para que conste, el archivo tiene un tamaño de 1,3 Mb.
samhodge
en 17 jun. 2020
Muchas gracias por su apoyo, este fue un problema complicado, ahora debo considerar compilar contra MSVC 2017 con CUDA 9.2.1.148 con el CUDNN asociado. Abriré un nuevo ticket si resulta problemático.
samhodge
en 17 jun. 2020
Intentaré un experimento con una versión anterior de tensorflow y MSVC 2015 para ver si la corrección de bazel aún funciona.
samhodge
en 17 jun. 2020
CcInfo no es conocido por bazel 0.19.2
@meteorcloudy
¿Sabe qué versión de bazel presenta esta función y seguirá compilando tensorflow r1.12?
Ya no puedo usar r1.12 con su solución para este problema. Tendré que idear un nuevo plan que implique usar MSVC 2017 y r2.2, creo.
Lo siento por hacerte perder el tiempo.
samhodge
en 17 jun. 2020
@samhodge ¡ Me alegro de que haya ayudado!
Si lo que le ayudó a solucionar el problema es la lista de bibliotecas estáticas para compilar la DLL, también puede obtener la lista del archivo de parámetros de la DLL para que no necesite la regla cc_static_library en absoluto.
meteorcloudy
en 17 jun. 2020
@samhodge ¡ Me alegro de que haya ayudado!
Si lo que le ayudó a solucionar el problema es la lista de bibliotecas estáticas para compilar la DLL, también puede obtener la lista del archivo de parámetros de la DLL para que no necesite la regla cc_static_library en absoluto.
Entonces, eso podría ser una buena idea, ¿seguirá necesitando CcInfo?
samhodge
en 18 jun. 2020
Entonces, eso podría ser una buena idea, ¿seguirá necesitando CcInfo?
No, el archivo de parámetros se genera mediante la regla cc nativa en Bazel (escrito en código Java).
meteorcloudy
en 18 jun. 2020
Excelente, por lo que los archivos .lib, .a, .lo y .obj como entradas para .dll estarán bien para la vinculación estática, ¿será un código independiente de la posición?
samhodge
en 18 jun. 2020
¿Cree que el orden en el archivo .params es crítico?
samhodge
en 18 jun. 2020
Excelente, por lo que los archivos .lib, .a, .lo y .obj como entradas para .dll estarán bien para la vinculación estática, ¿será un código independiente de la posición?
Eso creo
¿Cree que el orden en el archivo .params es crítico?
No estoy seguro, pero intentaría preservar el orden de las bibliotecas.
meteorcloudy
en 18 jun. 2020
Probaré esto con los artefactos r1.12 que ya tengo y veré si funciona como se esperaba.
aquí está el archivo .params con el que estoy trabajando
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
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/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
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libcollective_rma_distributed.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libdevice_resolver_distributed.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/eager/libgrpc_eager_service_impl.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/eager/libgrpc_eager_service.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/eager/libeager_service_impl.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libexecute.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libeager_operation.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libattr_builder.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libtensor_handle.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libcontext.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libeager_executor.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/common_runtime/eager/libkernel_and_device.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libeager_service_proto_cc.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_worker_cache.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_channel.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_remote_worker.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libworker_cache_logger.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libworker_cache_partial.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_worker_service.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_tensor_coding.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_worker_service_impl.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/libgrpc_util.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/librecent_request_ids.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libworker.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libpartial_run_mgr.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libsession_mgr.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/rpc/librpc_rendezvous_mgr.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libbase_rendezvous_mgr.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libworker_session.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libgraph_mgr.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebugger_state_impl.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libdebug_ops_op_lib.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdebug_ops.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug_io_utils.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug_callback_registry.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug_node_key.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebug_service_proto_cc.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/debug/libdebugger_event_metadata_proto_cc.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc++.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc++_base.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libcensus.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_lb_policy_pick_first.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_lb_policy_round_robin.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_server_load_reporting.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_max_age_filter.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_message_size_filter.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_resolver_dns_ares.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/third_party/address_sorting/libaddress_sorting.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_resolver_dns_native.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_resolver_sockaddr.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_transport_chttp2_server_insecure.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_transport_inproc.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_workaround_cronet_compression_filter.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_server_backward_compatibility.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_lb_policy_grpclb_secure.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_resolver_fake.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_transport_chttp2_client_secure.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_transport_chttp2_server_secure.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_secure.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libtsi.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libalts_frame_protector.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libalts_util.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libalts_proto.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_nanopb.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_transport_chttp2_client_insecure.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_transport_chttp2_client_connector.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_client_channel.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_client_authority_filter.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_deadline_filter.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libtsi_interface.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/boringssl/libssl.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/boringssl/libcrypto.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_transport_chttp2_server.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_transport_chttp2.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_http_filters.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_base.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_base_c.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_trace.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc_transport_chttp2_alpn.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgpr_base.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/grpc/libgrpc++_codegen_base_src.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/librequest_id.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libtensor_coding.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libremote_device.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libcall_options.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libmessage_wrappers.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libmaster_proto_cc.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libworker_proto_cc.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libserver_lib.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libclient_session.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/profiler/libprofiler.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_stats.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_code.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_graph.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_op.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_show_multi.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_scope.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_show.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_tensor.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_timeline.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_node_show.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_node.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/external/jsoncpp_git/libjsoncpp.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/internal/libtfprof_utils.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/c/libcheckpoint_reader.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/c/libtf_status_helper.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/c/libc_api.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/saved_model/libloader_lite.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/saved_model/libreader.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libarray_grad.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libdata_flow_grad.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libimage_grad.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libmath_grad.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libnn_grad.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libgradients.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libgrad_op_registry.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libwhile_loop.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libcc_ops.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libcc_ops_internal.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libconst_op.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libscope.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/cc/libops.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/libop_gen_lib.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/libtfprof_options.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/libprotos_all_cc.a
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbatch_space_ops.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbatch_space_ops_gpu.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbcast_ops.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbitcast_op.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbroadcast_to_op.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libbroadcast_to_op_gpu.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libconcat_op.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libconstant_op.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libconstant_op_gpu.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdepth_space_ops.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdepth_space_ops_gpu.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdiag_op.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libdiag_op_gpu.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libedit_distance_op.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libextract_image_patches_op.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libextract_image_patches_op_gpu.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libextract_volume_patches_op.lo
/WHOLEARCHIVE:bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libextract_volume_patches_op_gpu.lo
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/DEFAULTLIB:msvcrt.lib
@ Artem-B en caso de que tenga alguna idea sobre el problema original, que parece repetirse con el binario vinculado estáticamente.
gunan
en 20 jun. 2020
👍1
Sigo trabajando con los artefactos r1.12 como objetivos de enlace para mi binario. Solo lidiar con las rutas de búsqueda y la cantidad de objetivos de enlace significa que hay muchas oportunidades para fallar, he descubierto muchas de ellas hasta ahora. Cuando encuentre la permutación exitosa, se lo haré saber.
samhodge
en 20 jun. 2020
espera, los campos de protobuf parecen estar actuando sensatamente en la biblioteca enlazada estáticamente, ¿correcto? Leí mal los resultados que publicaste.
gunan
en 20 jun. 2020
👍1
También recibí una respuesta del equipo de protobuf. Sospechan que el comportamiento puede ser causado por doble enlace:
Para averiguar si un campo de cadena vacío predeterminado está configurado o no, verificamos si la dirección de la cadena coincide con la dirección de una cadena vacía singleton. Creo que puede terminar con problemas si el tiempo de ejecución de protobuf se duplica en varias bibliotecas compartidas porque entonces hay varias copias de esta cadena vacía "singleton" y no podemos saber de manera confiable si un campo de cadena está configurado o no.
Entonces, parece que vincular protobuf dos veces puede causar este error. parece que la vinculación estática puede solucionar el problema.
Sin embargo, para TF, el problema de ofrecer una biblioteca para enlazar estáticamente es el tamaño del binario. Pero parece que pudiste "hackear juntos" una solución.
gunan
en 20 jun. 2020
espera, los campos de protobuf parecen estar actuando sensatamente en la biblioteca enlazada estáticamente, ¿correcto? Leí mal los resultados que publicaste.
Sí, y tuve evidencia de este comportamiento con mis compilaciones de macOS y Linux de mi software que ya están vinculados estáticamente al pegar todos mis símbolos y volver a archivarlos en un símbolo suave. usando ar como se menciona aquí:
https://github.com/tensorflow/tensorflow/issues/28388#issuecomment-578539242
Pero ar no existe en Windows 10 y el uso link.exe falló por gastos computacionales.
Habiendo visto los detalles de cómo funciona bazel con archivos .param , puedo ver qué archivos .a .lo .lib vincular estáticamente en MSVC 2015 para que no obtengamos libprotobuf.lib y libprotobuf.dll en los símbolos que ya están presentes en tensorflow_cc.lib y tensorflow_cc.dll , que es lo que está causando el comportamiento informado en este ticket.
samhodge
en 20 jun. 2020
Tengo 36 símbolos faltantes una vez que ese número es cero, puedo probar.
samhodge
en 20 jun. 2020
Olvidé que también tengo una dependencia en el marco, tal vez sean los símbolos que faltan
samhodge
en 20 jun. 2020
Creo que necesito enlaces estáticos un poco más "listos para usar"
mi solución pirateada sin vincular a los búferes de protocolo ( protobuf_archive ) 3.6.0 en tensorflow r1.12
me deja con los siguientes símbolos faltantes
Sin apostar la propiedad, todos estos provienen de archivos .proto
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'"
aquí hay una lista de mis libs
$ENV:TFLIBS1="/WHOLEARCHIVE:c/eager/libc_api.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/eager/libgrpc_eager_client.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/libgrpc_server_lib.lo;/WHOLEARCHIVE:core/distributed_runtime/rpc/libgrpc_master_service.lo;/WHOLEARCHIVE:core/distributed_runtime/rpc/libgrpc_master_service_impl.a;/WHOLEARCHIVE:core/distributed_runtime/liblocal_master.a;/WHOLEARCHIVE:core/distributed_runtime/libmaster.a;/WHOLEARCHIVE:core/distributed_runtime/libmaster_session.a;/WHOLEARCHIVE:core/distributed_runtime/libscheduler.a;/WHOLEARCHIVE:core/distributed_runtime/librpc_collective_executor_mgr.a;/WHOLEARCHIVE:core/distributed_runtime/libcollective_param_resolver_distributed.a;/WHOLEARCHIVE:core/distributed_runtime/libcollective_rma_distributed.a;/WHOLEARCHIVE:core/distributed_runtime/libdevice_resolver_distributed.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/eager/libgrpc_eager_service_impl.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/eager/libgrpc_eager_service.a;/WHOLEARCHIVE:core/distributed_runtime/eager/libeager_service_impl.a;/WHOLEARCHIVE:core/common_runtime/eager/libexecute.a;/WHOLEARCHIVE:core/common_runtime/eager/libeager_operation.a;/WHOLEARCHIVE:core/common_runtime/eager/libattr_builder.a;/WHOLEARCHIVE:core/common_runtime/eager/libtensor_handle.a;/WHOLEARCHIVE:core/common_runtime/eager/libcontext.a;/WHOLEARCHIVE:core/common_runtime/eager/libeager_executor.a;/WHOLEARCHIVE:core/common_runtime/eager/libkernel_and_device.a;/WHOLEARCHIVE:core/libeager_service_proto_cc.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/libgrpc_worker_cache.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/libgrpc_channel.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/libgrpc_remote_worker.a;/WHOLEARCHIVE:core/distributed_runtime/libworker_cache_logger.a;/WHOLEARCHIVE:core/distributed_runtime/libworker_cache_partial.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/libgrpc_worker_service.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/libgrpc_tensor_coding.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/libgrpc_worker_service_impl.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/libgrpc_util.a;/WHOLEARCHIVE:core/distributed_runtime/librecent_request_ids.a;/WHOLEARCHIVE:core/distributed_runtime/libworker.a;/WHOLEARCHIVE:core/distributed_runtime/libpartial_run_mgr.a;/WHOLEARCHIVE:core/distributed_runtime/libsession_mgr.a;/WHOLEARCHIVE:core/distributed_runtime/rpc/librpc_rendezvous_mgr.a;/WHOLEARCHIVE:core/distributed_runtime/libbase_rendezvous_mgr.a;/WHOLEARCHIVE:core/distributed_runtime/libworker_session.a;/WHOLEARCHIVE:core/distributed_runtime/libgraph_mgr.a;/WHOLEARCHIVE:core/debug/libdebug.lo;/WHOLEARCHIVE:core/debug/libdebugger_state_impl.lo;/WHOLEARCHIVE:core/libdebug_ops_op_lib.lo;/WHOLEARCHIVE:core/kernels/libdebug_ops.lo;/WHOLEARCHIVE:core/debug/libdebug_io_utils.lo;/WHOLEARCHIVE:core/debug/libdebug_callback_registry.a;/WHOLEARCHIVE:core/debug/libdebug_node_key.a;/WHOLEARCHIVE:core/debug/libdebug_service_proto_cc.a;/WHOLEARCHIVE:core/debug/libdebugger_event_metadata_proto_cc.a;/WHOLEARCHIVE:grpc/libgrpc++.a;/WHOLEARCHIVE:grpc/libgrpc++_base.a;/WHOLEARCHIVE:grpc/libgrpc.a;/WHOLEARCHIVE:grpc/libcensus.a;/WHOLEARCHIVE:grpc/libgrpc_lb_policy_pick_first.a;/WHOLEARCHIVE:grpc/libgrpc_lb_policy_round_robin.a;/WHOLEARCHIVE:grpc/libgrpc_server_load_reporting.a;/WHOLEARCHIVE:grpc/libgrpc_max_age_filter.a;/WHOLEARCHIVE:grpc/libgrpc_message_size_filter.a;/WHOLEARCHIVE:grpc/libgrpc_resolver_dns_ares.a;/WHOLEARCHIVE:grpc/third_party/address_sorting/libaddress_sorting.a;/WHOLEARCHIVE:grpc/libgrpc_resolver_dns_native.a;/WHOLEARCHIVE:grpc/libgrpc_resolver_sockaddr.a;/WHOLEARCHIVE:grpc/libgrpc_transport_chttp2_server_insecure.a;/WHOLEARCHIVE:grpc/libgrpc_transport_inproc.a;/WHOLEARCHIVE:grpc/libgrpc_workaround_cronet_compression_filter.a;/WHOLEARCHIVE:grpc/libgrpc_server_backward_compatibility.a;/WHOLEARCHIVE:grpc/libgrpc_lb_policy_grpclb_secure.a;/WHOLEARCHIVE:grpc/libgrpc_resolver_fake.a;/WHOLEARCHIVE:grpc/libgrpc_transport_chttp2_client_secure.a;/WHOLEARCHIVE:grpc/libgrpc_transport_chttp2_server_secure.a;/WHOLEARCHIVE:grpc/libgrpc_secure.a;/WHOLEARCHIVE:grpc/libtsi.a;/WHOLEARCHIVE:grpc/libalts_frame_protector.a;/WHOLEARCHIVE:grpc/libalts_util.a;/WHOLEARCHIVE:grpc/libalts_proto.a;/WHOLEARCHIVE:grpc/libgrpc_nanopb.a;/WHOLEARCHIVE:grpc/libgrpc_transport_chttp2_client_insecure.a;/WHOLEARCHIVE:grpc/libgrpc_transport_chttp2_client_connector.a;/WHOLEARCHIVE:grpc/libgrpc_client_channel.a;/WHOLEARCHIVE:grpc/libgrpc_client_authority_filter.a;/WHOLEARCHIVE:grpc/libgrpc_deadline_filter.a;/WHOLEARCHIVE:grpc/libtsi_interface.a;/WHOLEARCHIVE:boringssl/libssl.a;/WHOLEARCHIVE:boringssl/libcrypto.a;/WHOLEARCHIVE:grpc/libgrpc_transport_chttp2_server.a;/WHOLEARCHIVE:grpc/libgrpc_transport_chttp2.a;/WHOLEARCHIVE:grpc/libgrpc_http_filters.a;/WHOLEARCHIVE:grpc/libgrpc_base.a;/WHOLEARCHIVE:grpc/libgrpc_base_c.a;/WHOLEARCHIVE:grpc/libgrpc_trace.a;/WHOLEARCHIVE:grpc/libgrpc_transport_chttp2_alpn.a;/WHOLEARCHIVE:grpc/libgpr_base.a;/WHOLEARCHIVE:grpc/libgrpc++_codegen_base_src.a;/WHOLEARCHIVE:core/distributed_runtime/librequest_id.a;/WHOLEARCHIVE:core/distributed_runtime/libtensor_coding.a;/WHOLEARCHIVE:core/distributed_runtime/libremote_device.a;/WHOLEARCHIVE:core/distributed_runtime/libcall_options.a;/WHOLEARCHIVE:core/distributed_runtime/libmessage_wrappers.a;/WHOLEARCHIVE:core/libmaster_proto_cc.a;/WHOLEARCHIVE:core/libworker_proto_cc.a;/WHOLEARCHIVE:core/distributed_runtime/libserver_lib.a;/WHOLEARCHIVE:cc/libclient_session.a;/WHOLEARCHIVE:cc/profiler/libprofiler.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_stats.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_code.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_graph.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_op.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_show_multi.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_scope.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_show.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_tensor.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_timeline.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_node_show.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_node.a;/WHOLEARCHIVE:jsoncpp_git/libjsoncpp.a;/WHOLEARCHIVE:core/profiler/internal/libtfprof_utils.a;/WHOLEARCHIVE:c/libcheckpoint_reader.a;/WHOLEARCHIVE:c/libtf_status_helper.a;/WHOLEARCHIVE:c/libc_api.a;/WHOLEARCHIVE:cc/saved_model/libloader_lite.a;/WHOLEARCHIVE:cc/saved_model/libreader.a;/WHOLEARCHIVE:cc/libarray_grad.lo;/WHOLEARCHIVE:cc/libdata_flow_grad.lo;/WHOLEARCHIVE:cc/libimage_grad.lo;/WHOLEARCHIVE:cc/libmath_grad.lo;/WHOLEARCHIVE:cc/libnn_grad.lo;/WHOLEARCHIVE:cc/libgradients.a;/WHOLEARCHIVE:cc/libgrad_op_registry.a;/WHOLEARCHIVE:cc/libwhile_loop.a;/WHOLEARCHIVE:cc/libcc_ops.lo;/WHOLEARCHIVE:cc/libcc_ops_internal.lo;/WHOLEARCHIVE:cc/libconst_op.a;/WHOLEARCHIVE:cc/libscope.a;/WHOLEARCHIVE:cc/libops.a;/WHOLEARCHIVE:core/libop_gen_lib.a;/WHOLEARCHIVE:core/profiler/libtfprof_options.a;/WHOLEARCHIVE:core/profiler/libprotos_all_cc.a;/WHOLEARCHIVE:core/kernels/libbatch_space_ops.lo;/WHOLEARCHIVE:core/kernels/libbatch_space_ops_gpu.lo;/WHOLEARCHIVE:core/kernels/libbcast_ops.lo;/WHOLEARCHIVE:core/kernels/libbitcast_op.lo;/WHOLEARCHIVE:core/kernels/libbroadcast_to_op.lo;/WHOLEARCHIVE:core/kernels/libbroadcast_to_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libconcat_op.lo;/WHOLEARCHIVE:core/kernels/libconstant_op.lo;/WHOLEARCHIVE:core/kernels/libconstant_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libdepth_space_ops.lo;/WHOLEARCHIVE:core/kernels/libdepth_space_ops_gpu.lo;/WHOLEARCHIVE:core/kernels/libdiag_op.lo;/WHOLEARCHIVE:core/kernels/libdiag_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libedit_distance_op.lo;/WHOLEARCHIVE:core/kernels/libextract_image_patches_op.lo;/WHOLEARCHIVE:core/kernels/libextract_image_patches_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libextract_volume_patches_op.lo;/WHOLEARCHIVE:core/kernels/libextract_volume_patches_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libgather_nd_op.lo;/WHOLEARCHIVE:core/kernels/libgather_nd_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libgather_op.lo;/WHOLEARCHIVE:core/kernels/libguarantee_const_op.lo;/WHOLEARCHIVE:core/kernels/libhost_constant_op.lo;/WHOLEARCHIVE:core/kernels/libidentity_n_op.lo;/WHOLEARCHIVE:core/kernels/libidentity_op.lo;/WHOLEARCHIVE:core/kernels/liblistdiff_op.lo;/WHOLEARCHIVE:core/kernels/libmatrix_diag_op.lo;/WHOLEARCHIVE:core/kernels/libmatrix_diag_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libmatrix_set_diag_op.lo;/WHOLEARCHIVE:core/kernels/libmatrix_set_diag_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libmirror_pad_op.lo;/WHOLEARCHIVE:core/kernels/libmirror_pad_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libone_hot_op.lo;/WHOLEARCHIVE:core/kernels/libone_hot_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libpack_op.lo;/WHOLEARCHIVE:core/kernels/libpad_op.lo;/WHOLEARCHIVE:core/kernels/libpad_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libquantize_and_dequantize_op.lo;/WHOLEARCHIVE:core/kernels/libquantize_and_dequantize_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libreshape_op.lo;/WHOLEARCHIVE:core/kernels/libreverse_op.lo;/WHOLEARCHIVE:core/kernels/libreverse_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libreverse_sequence_op.lo;/WHOLEARCHIVE:core/kernels/libreverse_sequence_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libshape_ops.lo;/WHOLEARCHIVE:core/kernels/libslice_op.lo;/WHOLEARCHIVE:core/kernels/libslice_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libsnapshot_op.lo;/WHOLEARCHIVE:core/kernels/libsnapshot_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libsplit_op.lo;/WHOLEARCHIVE:core/kernels/libsplit_v_op.lo;/WHOLEARCHIVE:core/kernels/libstrided_slice_op.lo;/WHOLEARCHIVE:core/kernels/libstrided_slice_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libtile_ops.lo;/WHOLEARCHIVE:core/kernels/libtile_ops_gpu.lo;/WHOLEARCHIVE:core/kernels/libtranspose_op.lo;/WHOLEARCHIVE:core/kernels/libunique_op.lo;/WHOLEARCHIVE:core/kernels/libunpack_op.lo;/WHOLEARCHIVE:core/kernels/libunravel_index_op.lo;/WHOLEARCHIVE:core/kernels/libwhere_op.lo;/WHOLEARCHIVE:core/kernels/libwhere_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libdecode_wav_op.lo;/WHOLEARCHIVE:core/kernels/libencode_wav_op.lo;/WHOLEARCHIVE:core/kernels/libmfcc_op.lo;/WHOLEARCHIVE:core/kernels/libmfcc.a;/WHOLEARCHIVE:core/kernels/libmfcc_dct.a;/WHOLEARCHIVE:core/kernels/libmfcc_mel_filterbank.a;/WHOLEARCHIVE:core/kernels/libspectrogram_op.lo;/WHOLEARCHIVE:core/kernels/libspectrogram.a;/WHOLEARCHIVE:core/libaudio_ops_op_lib.lo;/WHOLEARCHIVE:core/kernels/libbatch_kernels.lo;/WHOLEARCHIVE:core/libbatch_ops_op_lib.lo;/WHOLEARCHIVE:core/kernels/batching_util/libperiodic_function_dynamic.a;/WHOLEARCHIVE:core/kernels/boosted_trees/libprediction_ops.lo;/WHOLEARCHIVE:core/kernels/boosted_trees/libquantile_ops.lo;/WHOLEARCHIVE:core/kernels/boosted_trees/libresource_ops.lo;/WHOLEARCHIVE:core/kernels/boosted_trees/libstats_ops.lo;/WHOLEARCHIVE:core/kernels/boosted_trees/libtraining_ops.lo;/WHOLEARCHIVE:core/kernels/boosted_trees/libresources.a;/WHOLEARCHIVE:core/libboosted_trees_ops_op_lib.lo;/WHOLEARCHIVE:core/kernels/boosted_trees/libboosted_trees_proto_cc.a;/WHOLEARCHIVE:core/kernels/libcandidate_sampler_ops.lo;/WHOLEARCHIVE:core/kernels/librange_sampler.a;/WHOLEARCHIVE:core/libcandidate_sampling_ops_op_lib.lo;/WHOLEARCHIVE:core/kernels/libgenerate_vocab_remapping_op.lo;/WHOLEARCHIVE:core/kernels/libload_and_remap_matrix_op.lo;/WHOLEARCHIVE:core/libcheckpoint_ops_op_lib.lo;/WHOLEARCHIVE:core/kernels/libcollective_ops.lo;/WHOLEARCHIVE:core/libcollective_ops_op_lib.lo;/WHOLEARCHIVE:core/kernels/libctc_ops.lo;/WHOLEARCHIVE:core/libctc_ops_op_lib.lo;/WHOLEARCHIVE:core/util/ctc/libctc_loss_calculator_lib.a;/WHOLEARCHIVE:core/kernels/libcudnn_rnn_kernels.lo;/WHOLEARCHIVE:core/libcudnn_rnn_ops_op_lib.lo;/WHOLEARCHIVE:core/kernels/libbarrier_ops.lo;/WHOLEARCHIVE:core/kernels/libconditional_accumulator_base_op.lo;/WHOLEARCHIVE:core/kernels/libconditional_accumulator_op.lo;/WHOLEARCHIVE:core/kernels/libdynamic_partition_op.lo;/WHOLEARCHIVE:core/kernels/libdynamic_partition_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libdynamic_stitch_op.lo;/WHOLEARCHIVE:core/kernels/libdynamic_stitch_op_gpu.lo;/WHOLEARCHIVE:core/kernels/libfifo_queue_op.lo;/WHOLEARCHIVE:core/kernels/libmap_stage_op.lo;/WHOLEARCHIVE:core/kernels/libpadding_fifo_queue_op.lo;/WHOLEARCHIVE:core/kernels/libpriority_queue_op.lo;"
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Residencia en
bazel-tensorflow\bazel-out\x64_windows-opt\bin\tensorflow
bazel-tensorflow\bazel-out\x64_windows-opt\bin\external como rutas de búsqueda
esto viene de la información en
libtensorflow_cc.so-2.params y libtensorflow_framework.so-2.params
samhodge
en 20 jun. 2020
Todo se convierte en una lata de gusanos usando un archivo .vcxproj para configurar esto.
El límite de caracteres entra en juego una y otra vez, con un límite de caracteres de 65 000 que te llenan en cada turno. La historia de 16 bits del sistema operativo Windows tiene mucho que responder.
samhodge
en 20 jun. 2020
Tal vez si solo agrego los archivos .obj de los archivos .pb.cc directamente eso reparará los símbolos que faltan.
samhodge
en 20 jun. 2020
@gunan @meteorcloudy @Artem-B
Simplemente agregando
../../../tensorflow-r1.12/bazel-tensorflow/bazel-out/x64_windows-opt/bin/tensorflow/core/_objs/protos_all_proto_cc_impl/config.pb.o
Los objetos que se vinculan pasan de 34 símbolos faltantes a 164 símbolos faltantes.
Realmente necesito la guía de un experto sobre cómo ejecutar el siguiente código C++ en Windows 10
#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;
}
Hasta el sistema operativo, compilador, versión bazel, versión CUDA, etc.
El problema no está aislado de r1.12 o r2.2 , sino que depende de cómo funciona protobuf con los enlaces en Windows.
No tenemos una solución para la vinculación estática, pero ese es un requisito para que el código anterior se ejecute correctamente.
Mi solución pirateada no funciona más allá de la versión del controlador simple, menos MSVC 2019 con r2.2
Se basó en agregar las entradas al objetivo tensorflow_cc.dll bajo r2.2 mientras se grababa el archivo de secuencia de comandos de enlace .params
Por lo tanto, usar las entradas para libtensorflow_cc.so bajo r1.12 debería funcionar igual, pero no es así, los símbolos faltantes para los archivos compilados basados en .proto .
No estoy seguro de qué causa este comportamiento.
samhodge
en 20 jun. 2020
Como ejemplo, si el archivo core/platform/windows/port.cc tiene los símbolos para port::InitMain, ¿cómo puedo encontrar qué artefacto tiene los símbolos para la versión compilada de ese código?
Este es uno de los símbolos que faltan en la lista, cuando se vincula dinámicamente.
Entonces, si las entradas al .dll están allí cuando se vinculan estáticamente. ¿Por qué falta este símbolo?
Tal vez si puedo resolver esto, puedo aplicar una lógica similar a los 33 símbolos faltantes restantes
Sam
samhodge
en 20 jun. 2020
Bien, seguí esto con un grep recursivo a través de los archivos .params en busca de port.o del archivo core/platform/windows/port.cc y se incluyó primero en libframework_internal_impl.lo y liblib_internal_impl.a entonces el cual example.obj está vinculado contra ambos para hacer un .dll
¡Entonces los símbolos deberían estar allí dos veces!
Una curiosidad que tengo es el /DEFAULTLIB:msvrt.lib vs /DEFAULTLIB:libcmt.lib
ver:
https://docs.microsoft.com/en-us/cpp/c-runtime-library/crt-library-features?view=vs-2019
example.obj que generará example.dll cuando se vincule a todos los símbolos TF y otras cosas geniales (tm). está usando /DEFAULTLIB:libcmt.lib mientras que tensorflow_cc.dll se hizo usando /DEFAULTLIB:msvc
samhodge
en 21 jun. 2020
libtensorflow_cc.so-2.params.zip
Bien, seguí esto con un grep recursivo a través de los archivos .params en busca de port.o del archivo core/platform/windows/port.cc y se incluyó primero en libframework_internal_impl.lo y liblib_internal_impl.a entonces el cual example.obj está vinculado contra ambos para hacer un .dll
¡Entonces los símbolos deberían estar allí dos veces!
Una curiosidad que tengo es el /DEFAULTLIB:msvrt.lib vs /DEFAULTLIB:libcmt.lib
ver:
https://docs.microsoft.com/en-us/cpp/c-runtime-library/crt-library-features?view=vs-2019
example.obj que generará example.dll cuando se vincule a todos los símbolos TF y otras cosas geniales (tm). está usando /DEFAULTLIB:libcmt.lib mientras que tensorflow_cc.dll se hizo usando /DEFAULTLIB:msvcrt.lib No creo que esta sea la causa de todas mis molestias.
Pero si nos encontramos en la situación en la que se incluyen los símbolos protobuf más de una vez, el hecho de que libtensorflow_cc.so incluye port.cc a través libframework_internal_impl.lo y a través liblib_internal_impl.a Sé que port.cc no es un archivo .proto , pero si sucede con algunos archivos fuente, podría suceder con otros.
Esto es antes de que empezara a hackear.
ver archivo adjunto, libtensorflow_cc.so-2.params.zip
samhodge
en 21 jun. 2020
@meteorcloudy @sanjoy @gunan
Hemos establecido dos cosas.
La inclusión de los mismos símbolos dos veces al vincular puede causar un comportamiento inesperado
Tensorflow incluye el mismo archivo port.o con los mismos símbolos al menos dos veces
¿Podemos asegurarnos de que la entrada en un objetivo de bazel tenga una representación gráfica acíclica dirigida?
Parece que mi enfoque de obtener el conjunto de unión de todos los archivos de objetos en Linux y MacOS logra este resultado
Pero nos enfrentaremos a un archivo .a de más de 2 Gb por no hablar de alimentar los argumentos a través de listas de menos de 65 000 caracteres.
¿Como procedemos?
Sam
samhodge
en 22 jun. 2020
Incluir el mismo símbolo dos veces da como resultado ODR ( regla de una definición ) y eso es UB / propenso a errores.
Tenemos varias violaciones de ODR en TF, necesitamos identificarlas y corregirlas. ¡Gracias por descubrir que port.o lo causa!
mihaimaruseac
en 22 jun. 2020
Supongo que la próxima conclusión sería encontrar el tamaño de la Unión de todos los archivos de objetos requeridos mediante la búsqueda recursiva de archivos .params y luego hacer una estrategia de enlace con una complejidad menor que n factorial, que fue mi último intento fallido después de un tiempo de seis horas fuera
Luego vea si el enlace final tiene menos de 2 GB
Supongo que es un resultado binario comprobable: el archivo tendrá un tamaño mayor o menor que 2 Gb
Sam
samhodge
en 22 jun. 2020
Perdón por tal vez una pregunta estúpida, pero ¿qué solución es la "final"?
Tengo problemas con la colocación de dispositivos en Windows en C++ (básicamente no puedo colocar nada de manera confiable en una GPU en particular, si varias son lo suficientemente capaces de ejecutar Tensorflow), que traté de resolver con options.config.mutable_gpu_options()->set_visible_device_list("0"); para trabajar con GPU 0.
Sin embargo, esto conduce a un bloqueo: 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
Pensé que este error podría tener algo que ver con lo que se describe en este hilo, ya que para mí los punteros para visible_device_list y, por ejemplo allocator_type también son idénticos, lo que probablemente conduzca a errores de análisis más adelante. .
¡Cualquier forma de navegar alrededor de esto es apreciada!
MikhailStartsev
en 2 oct. 2020
te deseo lo mejor
La solución está bloqueada por dos cuestiones.
La DLL no se puede vincular dinámicamente porque los símbolos de lib protobuf se superpondrán con los símbolos de Tensorflow
La vinculación estática conduce a un archivo de símbolo de archivo de objeto que es más grande de 2 Gb
Así que mientras hay esto
Creo que puede llevar varias horas acumular todos los símbolos en el archivo obj para crear un archivo estático.
samhodge
en 3 oct. 2020
esto podría ayudar
samhodge
en 3 oct. 2020
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¡OK, entonces está ARREGLADO YAYAYAAYA!
aquí está la salida
El archivo
TFDriver.cpp```#incluye "tensorflow/core/protobuf/control_flow.pb.h"
incluir "tensorflow/core/protobuf/config.pb.h"
incluir
int principal() {
tensorflow::GPUOptions gpu_options;
}
;externo\com_google_absl\abslbase\libspinlock_wait.a
;external\com_google_absl\abslbase\libdynamic_annotations.a
;externo\com_google_absl\abslbase\libbase.a
;externo\com_google_absl\abslbase\libthrow_delegate.a
;externo\com_google_absl\absl\strings\libinternal.a
;externo\com_google_absl\absl\strings\libstrings.a
;external\com_google_absl\absl\types\libbad_opcional_acceso.a
;externo\com_google_protobuf\libprotobuf_lite.a
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;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
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;tensorflow\core\framework\libstep_stats_proto_cc_impl.lo
;tensorflow\core\framework\libattr_value_proto_cc_impl.lo
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;tensorflow\core\libconv_autotuning_proto_cc_impl.lo
;tensorflow\core\libautotuning_proto_cc_impl.lo
;externaldouble_conversion\libdouble-conversion.a
;externo\zlib\libzlib.a
;externo\snappy\libsnappy.a
;tensorflow\core\platformwindows\libenv_time.a
;tensorflow\core\plataforma\predeterminado\liblogging.a
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;tensorflow\core\plataforma\libstatus.a
;externo\com_google_absl\absl\time\internal\cctz\libcivil_time.a
;externo\com_google_absl\absl\time\internal\cctz\libtime_zone.a
;externo\com_google_absl\absl\time\libtime.a
;tensorflow\core\plataforma\libhash.a
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;externo\libjpeg_turbo\libjpeg.a
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;tensorflow\core\lib\random\libphilox.lo
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;tensorflow\core\libhistogram\libhistogram.lo
;tensorflow\core\lib\monitoring\libcollection_registry.a
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;tensorflow\core\lib\io\libcache.a
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;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
;externo\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\plataforma\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
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;tensorflow\stream_executor\cuda\libcuda_diagnostics.a
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;tensorflow\core\platform\default\libcuda_libdevice_path.a
;tensorflow\stream_executor\gpu\libasm_compiler.a
;tensorflow\core\profiler\internal\libtraceme_recorder_impl.lo
;externo\llvm-project\llvm\libdemangle.a
;externo\llvm-project\llvm\libsupport.a
;externo\llvm-project\llvm\libbitstream_reader.a
;external\llvm-project\llvm\libremarks.a
;external\llvm-project\llvm\libbinary_format.a
;externo\llvm-project\llvm\libcore.a
;externo\llvm-project\llvm\libprofile_data.a
;externo\llvm-project\llvm\libtext_api.a
;externo\llvm-project\llvm\libdebug_info_msf.a
;external\llvm-project\llvm\libdebug_info_code_view.a
;externo\llvm-project\llvm\libmc.a
;externo\llvm-project\llvm\libmc_parser.a
;externo\llvm-project\llvm\libbit_reader.a
;externo\llvm-project\llvm\libobject.a
;external\llvm-project\llvm\libanalysis.a
;externo\llvm-project\llvm\libtransform_utils.a
;externo\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
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;externo\com_google_absl\absl\flags\libmarshalling.a
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;externo\com_google_absl\absl\flags\libconfig.a
;external\com_google_absl\absl\flags\libhandle.a
;externo\com_google_absl\absl\flags\libregistry.a
;externo\com_google_absl\absl\flags\libflag.a
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;external\llvm-project\llvm\libinstrumentation.a
;externo\llvm-project\llvm\libbit_writer.a
;externo\llvm-project\llvm\libcode_gen.a
;externo\llvm-project\llvm\libselection_dag.a
;externo\llvm-project\llvm\libnvptx_info.a
;externo\llvm-project\llvm\libnvptx_desc.a
;externo\llvm-project\llvm\liblinker.a
;externo\llvm-project\llvm\libasm_parser.a
;externo\llvm-project\llvm\libir_reader.a
;externo\llvm-project\llvm\libfrontend_open_mp.a
;externo\llvm-project\llvm\libipo.a
;externo\llvm-project\llvm\libdebug_info_dwarf.a
;external\llvm-project\llvm\libasm_printer.a
;externo\llvm-project\llvm\libnvptx_code_gen.a
;externo\llvm-project\llvm\libmir_parser.a
;externo\llvm-project\llvm\libglobal_i_sel.a
;external\llvm-project\llvm\libamdgpu_utils.a
;externo\llvm-project\llvm\libamdgpu_info.a
;externo\llvm-project\llvm\libamdgpu_desc.a
;externo\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\libshaped_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
;externo\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\lib depthwise_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_e 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_funcional_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\libfuncional_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\libfuncional_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\verificadores\libstructure_verifier.a
;tensorflow\core\grappler\utils\libtpu.a
;tensorflow\core\grappler\utils\libcolocación.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\libevalue_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
;%(Dependencias adicionales)
```