Tensorflow: Windows C ++ tensorflow_cc.dll a une adresse mémoire qui se chevauche entre les options gpu de chaîne pour "type d'allocateur" et "liste de périphériques visibles"
Veuillez vous assurer qu'il s'agit d'un bogue.
balise:bug_template
Informations système
- Ai-je écrit un code personnalisé (par opposition à l'utilisation d'un exemple de script fourni dans TensorFlow) ? Oui
- Plate-forme et distribution du système d'exploitation (par exemple, Linux Ubuntu 16.04) : Windows 10
- Appareil mobile (par exemple, iPhone 8, Pixel 2, Samsung Galaxy) si le problème se produit sur un appareil mobile : NA
- TensorFlow installé depuis (source ou binaire) : source
- Version de TensorFlow (utilisez la commande ci-dessous) : 1.12.0 dérivée de 5b900cfe4b3b848f577315a0dde09a729f770e95
- Version Python : N/A
- Version Bazel (si compilation à partir des sources) : 0.19.2
- Version GCC/compilateur (si compilation à partir de la source) : MSVC 2015
- Version CUDA/cuDNN : 10.0.130, 9.2.148
- Modèle de GPU et mémoire : NVIDIA GP100 16 Go
Vous pouvez collecter certaines de ces informations à l'aide de notre capture d'environnement
scénario
Vous pouvez également obtenir la version TensorFlow avec :
N / A
Décrivez le comportement actuel
Je crée une session comme suit adapté du code 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);
qui se traduit par
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.
Décrivez le comportement attendu
La session est créée et s'exécute sur le GPU 0 uniquement en utilisant seulement 80 % de la mémoire disponible
Code autonome pour reproduire le problème
#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
}
Autres informations / journaux
Veuillez consulter les problèmes suivants
https://github.com/tensorflow/tensorflow/issues/16291
https://github.com/fo40225/tensorflow-windows-wheel/issues/39
J'ai construit mon tensorflow.dll comme suit:
$ ENV:USE_BAZEL_VERSION= "0.19.2"
$ ENV:PYTHON_BIN_PATH=C :\ProgramData\Anaconda3\python.exe
$ ENV:Path += ";C:\msys64\usr\bin"
$ ENV:Path += ";C:\Program Files\NVIDIA GPU Computing ToolkitCUDA\v9.2\bin"
$ ENV:Path += ";C:\Program Files\NVIDIA GPU Computing ToolkitCUDA\v9.2\extrasCUPTI\libx64"
$ ENV:Path += ";C:\Program Files\NVIDIA GPU Computing ToolkitCUDA\cudnn-9.2-windows10-x64-v7.5.0.56\cuda\bin"
$ ENV:BAZEL_SH = "C:\msys64\usr\bin\bash.exe"
$ ENV:CUDA_TOOLKIT_PATH= "C:\Program Files\NVIDIA GPU Computing ToolkitCUDA\v9.2\"
$ ENV:TF_CUDA_VERSION= "9.2"
$ ENV:CUDNN_INSTALL_PATH= "C:\Program Files\NVIDIA GPU Computing ToolkitCUDA\cudnn-9.2-windows10-x64-v7.5.0.56\cuda"
$ ENV:TF_CUDNN_VERSION= "7"
$ ENV:TF_NCCL_VERSION= "1"
$ ENV:TF_CUDA_COMPUTE_CAPABILITIES= "3.5,3.7,5.0,5.2,6.0,6.1"
$ ENV:TF_CUDA_CLANG= "0"
$ ENV:TF_NEED_CUDA= "1"
$ ENV:TF_NEED_ROCM= "0"
$ ENV:TF_NEED_OPENCL_SYCL= "0"
$params = "configure.py",""
Remove-Item -Recurse -Force "C:\Windows\system32config\systemprofile_bazel_SYSTEMinstall\75b09cf1ac98c0ffb0534079b30efcc4"
cmd /c "ECHO Y" | & python.exe @params
bazel.exe nettoyer --expunge
construction bazel.exe --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=small ,moyen --jobs=12 //t ensorflow:libtensorflow_cc.so //t ensorflow:libtensorflow_framework.so
des modifications ont été apportées aux fichiers suivants :
dans
tensorflow/CONSTRUIRE
`"//tensorflow:windows": [],`
devient
"//tensorflow:windows": [
"-def:" + # This line must be directly followed by the exported_symbols_msvc.lds file
"$(location //tensorflow:tf_exported_symbols_msvc.lds)",
],
et dans
tf_cc_shared_object la fonction 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",
devient
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",
Le contenu de tf_exported_symbols_msvc.lds est
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>
Comme documenté par
https://github.com/tensorflow/tensorflow/issues/22047#issuecomment -421452033
Mon logiciel est lié à libprotobuf.lib de https://mirror.bazel.build/github.com/google/protobuf/archive/v3.6.0.tar.gz
construit comme
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
J'ai aussi essayé de modifier tensorflow\tf_version_script.lds pour inclure
*protobuf*
J'ai aussi essayé la macro TF_EXPORT de #include "tensorflow/core/platform/macros.h"
dans
tensorflow/core/public/session_options.h
et
tensorflow/core/common_runtime/session_options.cc
comme suggéré par
https://github.com/sitting-duck/stuff/tree/master/ai/tensorflow/build_tensorflow_1.14_source_for_Windows
Avez-vous des suggestions sur la façon de s'assurer que
les options GPU pour le type d'allocateur et la liste des périphériques visibles ne partagent pas la même mémoire mais nous avons toujours une DLL monolithique sous windows ?
kognat-docs
Tous les 140 commentaires
Il s'agit donc clairement d'un problème de compilation et de liaison, ces attributs font partie du même message protobuf :
https://github.com/tensorflow/tensorflow/blob/r1.12/tensorflow/core/protobuf/config.proto
Ainsi, le symbole auquel ils s'adressent portera le même nom.
Lequel est
? fixed_address_empty_string@internal@protobuf@google@@3V ? $ConstruitExplicitement@V ? $chaîne_basique@DU ? $char_traits@D@std@@V ? $allocateur@D@2@@std@@@123@A
Comment est-il possible que le processus de compilation adresse une adresse mémoire différente pour le même symbole protobuf à partir du message dans le fichier .cc ci-dessus.
samhodge
le 12 mai 2020
Mentionnant un problème similaire :
https://github.com/tensorflow/tensorflow/issues/23542
kognat-docs
le 13 mai 2020
Où est le fichier objet pour ce fichier config.proto mentionné ci-dessus
je pourrais trouver
bazel-bin/tensorflow/core/_objs/master_proto_cc/master.pb.o
Je pourrais essayer de créer un lien plutôt que d'exposer le symbole de tensorflow.dll
Mais je n'ai pas encore fait de vidage de symboles à partir de ce fichier pour voir si
?fixed_address_empty_string@internal@protobuf@google@@3v?$ExplicitlyConstructed@V?$basic_string@DU?$char_traits@D@std@@v?$allocator@D@2@@std@@@123@A est là.
kognat-docs
le 13 mai 2020
Voici un autre signe d'espoir :
https://github.com/tensorflow/tensorflow/issues/23542#issuecomment -523826053
kognat-docs
le 13 mai 2020
Mentionnant @ttdd11 @Steroes @ZhuoranLyu @brantl @sitting-duck qui ont déjà été confrontés à ce problème.
kognat-docs
le 13 mai 2020
Bon voilà
De mon test d'intégration continue
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
Voici 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
}
Maintenant, je vais voir si je peux le faire fonctionner d'une manière ou d'une autre afin que ces deux choses ne soient pas superposées.
kognat-docs
le 14 mai 2020
Quelqu'un peut-il me décrire comment
https://github.com/tensorflow/tensorflow/blob/r1.12/tensorflow/core/protobuf/config.proto
Devient ces deux std::string.c_str() sur le même morceau de mémoire ?
Je ne comprends pas particulièrement bien le processus protobuf et bazel.
kognat-docs
le 14 mai 2020
Voici le contenu de config.pb.h config.pb.cc
config.pb.h.zip
config.pb.cc.zip
trouvé dans .\tensorflow-r1.12\bazel-genfiles\tensorflow\core\protobuf
dans les fichiers .zip joints
kognat-docs
le 14 mai 2020
Voici les control_flow.pb.h et control_flow.pb.cc sous forme de fichiers .zip également à partir de .\tensorflow-r1.12\bazel-genfiles\tensorflow\core\protobuf
kognat-docs
le 14 mai 2020
Le même code sur une version statique de tensorflow avec le même code sous Linux ne partage pas la même adresse.
samhodge
le 15 mai 2020
@sanjoy si vous avez besoin d'informations supplémentaires, tout ce que je fais est déclenché par des scripts répétables dans un environnement CI, ce n'est pas un processus de roulette mais un processus répétable.
samhodge
le 15 mai 2020
👍1
@gunan Avez-vous quelqu'un qui travaille là-dessus ?
samhodge
le 19 mai 2020
Le problème se produit-il sur une version plus récente ?
1.12 est définitivement en dehors de notre fenêtre de support. Je peux essayer d'explorer cela sur 1.15, mais de manière réaliste, master ou 2.2 sont ceux avec lesquels je pourrai le plus aider.
gunan
le 20 mai 2020
@gunan
Je vais essayer, mais r1.12 + nécessite des instructions matérielles qui sont plus modernes que certains matériels hérités que je voulais prendre en charge, je pense AVX, AVX2 et SSE4
Je vais voir si je peux faire la construction sur une boîte cloud Je pense que d'autres ont signalé sur 1.15 Je vais voir si je peux trouver une référence à cela avant de lancer une toute nouvelle plate-forme de construction.
Sam
samhodge
le 21 mai 2020
Je suis surpris d'entendre cela. Si vous construisez à partir de sources, vous devriez pouvoir construire sans aucun ensemble d'instructions avancées. Je serais heureux d'aider à résoudre si cela se produit (nous pouvons créer un autre problème pour cela)
gunan
le 21 mai 2020
Même avec r1.12, il existe une solution de contournement pour nasm et OpenSSL qui doit être faite. Je vais voir si je peux reproduire l'erreur avec r1.15 dans le courant de la semaine prochaine.
samhodge
le 22 mai 2020
Le problème se produit-il sur une version plus récente ?
1.12 est définitivement en dehors de notre fenêtre de support. Je peux essayer d'explorer cela sur 1.15, mais de manière réaliste, master ou 2.2 sont ceux avec lesquels je pourrai le plus aider.
Je vis la même chose sur 1.15.3. Comme d'autres, tels que : https://github.com/tensorflow/tensorflow/issues/16291#issuecomment -573886148
j-sarge
le 28 mai 2020
Désolé je n'ai jamais eu le temps de faire un build avec la 1.15 ou la 1.14 je verrai si le temps le permet aujourd'hui.
samhodge
le 2 juin 2020
Je construis actuellement à partir de
https://github.com/tensorflow/tensorflow/commit/00fad90125b18b80fe054de1055770cfb8fe4ba3
Pour voir si le problème existe là :
La chaîne d'outils est bazelisk Win 64, Anaconda Python 3, MSYS2, pour patch et bash, CUDA 9.2.1.148 CUDNN 7.0.5.56 MSVC 2015 Community sur une boîte T4 sur AWS exécutant Windows 2019 Datacenter Edition.
- $env:buildfolder=Get-Location
- Start-Sleep -s 3
- . $Env:buildfolder\buildenv.ps1
- Start-Sleep -s 3
- . $Env:buildfolder\build-tf.ps1
- Start-Sleep -s 1
Où sont les suivants
buildenv.ps1
pushd 'C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC'
cmd /c "vcvarsall.bat x64 & set" |
foreach {
if ($_ -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
Génération terminée avec succès maintenant pour générer le pilote et voir si le problème existe.
samhodge
le 2 juin 2020
Six heures plus tard, le résultat est le même que r1.12 en r1.14
samhodge
le 2 juin 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>
aussi
tensorflow_cc.lib est appelé libtensorflow_cc.dll.ifso pour une raison inconnue.
Mais j'ai utilisé protobuf 3.7.1 et les nsync et rappel-cpp existants d'avant
samhodge
le 2 juin 2020
Construire à partir de
https://github.com/tensorflow/tensorflow/pull/32503/commits/907a06dfe7533889104a0726d6f12cc9f4669000
Qui est r1.15.1
samhodge
le 2 juin 2020
La compilation a échoué
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.
Les seuls changements apportés à
https://github.com/tensorflow/tensorflow/commit/907a06dfe7533889104a0726d6f12cc9f4669000
Les fichiers suivants ont-ils été mentionnés ci-dessus avec r1.14
La version bazel à utiliser n'est pas mentionnée pour r1.15
voir:
https://www.tensorflow.org/install/source_windows
Je vais faire tourner la roue une fois de plus avec bazel 0.26.1 et voir si cela s'améliore.
samhodge
le 2 juin 2020
@gunan
Idem avec 'bazel 0.26.1'
Je suis heureux de démontrer le bogue avec r1.15 si vous pouvez donner des instructions claires sur la façon de construire la cible
tensorflow_cc.dll
Les documents n'incluent pas cette version telle que testée
Il n'y a aucune recommandation sur la version MSVC pour utiliser la version bazel
Sam
samhodge
le 2 juin 2020
@sanjoy @gunan
Cela a été rapporté en février 2019 ici
https://github.com/tensorflow/tensorflow/issues/23542#issuecomment -464730964
Il est toujours présent dans r1.14
Je peux imaginer que le bug sera toujours présent dans r2.2
Quelqu'un d'autre peut-il me le confirmer ?
samhodge
le 2 juin 2020
OK avec le spectacle
faire tensorflow_cc.dll comme suit
Dans un Powershell sur un boîtier AWS T4 avec 48 cœurs et 4 cartes T4 Turing
Avec les éléments suivants installés
msys2 avec patch via pacman
Édition communautaire MSVC 2015 pour C++
Anaconda Python 3
Baselisk pour Windows 64
Boîte à outils 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
Où build-tf.ps1 est le suivant
$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
Je vais attendre le résultat et construire le rappel, nsync et protobuf via CMake pour construire contre le pilote.
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
}
Qui sera construit comme
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;
Voici l'emplacement de protobuf de workspace.bzl
https://github.com/protocolbuffers/protobuf/archive/310ba5ee72661c081129eb878c1bbcec936b20f0.tar.gz
Je vais voir si je peux trouver le rappel-cpp et nsync requis si nécessaire.
samhodge
le 4 juin 2020
Cela ne s'est pas bien terminé
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
Donc je suppose que j'installe MSVC 2019 et réessaye.
samhodge
le 4 juin 2020
@gunan Pouvez-vous demander à quelqu'un de se pencher sur la question, ce projet dispose-t-il de suffisamment de ressources pour la maintenance de Windows et de C++ ?
C'est perdre mon temps
https://github.com/tensorflow/tensorflow/issues/36252#issue -555630489
samhodge
le 4 juin 2020
Réessayer avec le maître sur MSVC 2015
samhodge
le 4 juin 2020
Voici les erreurs du maître a7d8140e60d351d25ee3ba8236d8badf975dcada
Utilisation de 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.
Répétition avec MSVC 2019 comme suit
AWS avec 4 cartes Turing T4 et 48 cœurs virtuels et 190 Go de RAM et MS Server 2019
Python basé sur Anaconda
MSYS2 pour patch, perl et bash
Édition communautaire MSVC 2019
Win64 Bazelisk
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
Pas:
- Powershell ouvert
buildenv.ps1- git cloner l'URL du tensorflow
- git checkout r2.2
- origine
build-tf.ps1
bazel config attaché, signalera le succès ou l'échec.
samhodge
le 4 juin 2020
Nous manquons définitivement d'experts en fenêtres.
TF nécessite c++14, donc la construction avec msvc 2015 ne fonctionnera pas.
J'essaie toujours d'analyser ce que vous entendez par "chevauchement de l'adresse mémoire entre les options gpu de chaîne pour" type d'allocateur "et" liste de périphériques visibles ""
Voulez-vous dire que vous définissez un champ et que l'autre est modifié par inadvertance ?
Si tel est le cas, la reproduction que vous avez est assez indirecte. Dans votre code de reproduction, pourriez-vous imprimer le même champ avant et après avoir défini le visible_device_list ?
Sinon, une autre cause peut simplement être que votre GPU n'a peut-être pas 80% de sa mémoire disponible.
En outre, t ensorflow:GpuOptions est un tampon de protocole simple. Je vois que vous construisez libprotobuf séparément et essayez de l'utiliser. Ce flux de travail pour le moment n'est strictement pas pris en charge, et je soupçonne fortement que cela peut provoquer une corruption dans vos tampons de protocole.
gunan
le 4 juin 2020
Voici le résultat de CUDA 9.2.1.148 et 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
Alors maintenant, pour rire, je vais mettre MSVC 2017 et voir si je vais plus loin, CUDA Toolkit 9.2.1.148 est une exigence de compatibilité.
samhodge
le 4 juin 2020
J'essaie toujours d'analyser ce que vous entendez par "chevauchement de l'adresse mémoire entre les options gpu de chaîne pour" type d'allocateur "et" liste de périphériques visibles ""
Voulez-vous dire que vous définissez un champ et que l'autre est modifié par inadvertance ?
Oui c'est ce que je veux dire, désolé si ce n'était pas clair dès la mendicité
Pourriez-vous modifier le pilote pour mieux démontrer ce que je pense qu'il clarifie?
Si tel est le cas, la reproduction que vous avez est assez indirecte. Dans votre code de reproduction, pourriez-vous imprimer le même champ avant et après avoir défini le visible_device_list ?
Oui, je peux le faire en r1.14 en ce moment.
Sinon, une autre cause peut simplement être que votre GPU n'a peut-être pas 80% de sa mémoire disponible.
En outre, t ensorflow:GpuOptions est un tampon de protocole simple. Je vois que vous construisez libprotobuf séparément et essayez de l'utiliser. Ce flux de travail pour le moment n'est strictement pas pris en charge, et je soupçonne fortement que cela peut provoquer une corruption dans vos tampons de protocole.
Quel est le flux de travail pris en charge ?
Il n'y a pas de symboles protobuf dans Tensorflow.
samhodge
le 4 juin 2020
Malheureusement, le seul moyen fiable de faire fonctionner les choses sur Windows, pour autant que nous ayons pu le voir, était de lier statiquement TF. Protobuf est en effet entièrement lié à TF, mais de nombreux symboles sont masqués car nous continuons à atteindre la limite de symboles de ~ 64K sur Windows. Nous travaillons pour affiner notre API, mais comme nous avons ajouté la prise en charge de Windows plus tard et que nous n'avons exposé que ce que nous avons vu comme nécessaire dans nos expériences limitées, de nombreux symboles manquent à la surface de l'API. Nous pouvons travailler ensemble pour exposer certains symboles, ou proposer des modifications/correctifs locaux pour que votre projet fonctionne sur Windows.
Comme je l'ai déjà dit, nous avons une expérience très limitée sur Windows, manquant ainsi de nombreuses fonctionnalités. J'ai également du mal à suivre les problèmes entrants, comme vous l'avez clairement constaté sur ce problème. J'en suis sincèrement désolé. J'essaie de mettre en place un espace de travail pour tester certains des problèmes que vous avez rencontrés. Je vais commencer par une version propre de libtensorflow_cc, puis examiner les problèmes de protobuf que vous avez rencontrés.
En attendant, si vous pouviez partager la sortie du code suivant, cela me serait très utile. Comme je l'ai dit, il s'agit d'un symbole protobuf, et je vérifierai avec l'équipe protobuf pour voir s'ils ont vu un problème similaire sur 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 merci d'avoir été accommodant avec votre temps.
à partir de 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
}
J'obtiens la sortie suivante
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
Désolé de ne pas m'être mieux expliqué.
samhodge
le 4 juin 2020
Voici la sortie de votre code
C:\GitLabRunner\builds\dmyz3-NF\0\sam\tf-mem-overlap>.\main.exe
Before: allocator_type
After: allocator_type 0
Je sais donc comment exposer des symboles au moment de la construction via un fichier .lds dans r1.12
Comment puis-je trouver les symboles manquants pour protobuf dans tensorflow_cc.dll
Il semble y avoir beaucoup de coups de couteau dans le noir.
samhodge
le 4 juin 2020
Je serais ravi de créer un lien statique vers TF.
Comment ferais-je pour faire ça ?
samhodge
le 4 juin 2020
Pour le moment, le meilleur moyen est d'utiliser du bazel.
Vous pouvez créer un espace de travail et ajouter TF en tant que dépendance d'espace de travail.
Ensuite, vous pouvez compter sur les bibliothèques TF en tant que dépendances bazel.
Je vais également tester votre exemple sur ma machine. J'ai également contacté l'équipe protobuf et j'attends leur réponse.
gunan
le 4 juin 2020
Existe-t-il un moyen d'utiliser skylark pour simplement faire écho à tous les fichiers .lib requis pour créer un lien vers le binaire final à utiliser comme plugin?
L'ajout d'une dépendance à bazel dans la chaîne de construction peut être incompatible avec le reste du processus de construction.
samhodge
le 4 juin 2020
Pour cela, j'aurais besoin de l'aide d'experts bazel.
@hlopko @r4nt @meteorcloudy existe-t-il un moyen d'avoir des fichiers lib accessibles après avoir créé une dll, ou peut-être une cc_library ?
De plus, je viens de construire localement et j'ai pu construire avec MSVC 2019 professionnel, sans cuda. Réessayez avec CUDA.
gunan
le 4 juin 2020
Au fait, j'ai synchronisé mon client avec le commit suivant sur la branche master : e19e2d29d562724ead9e60e1ba4c4ffd91a0eb7a
Pour les deux commandes suivantes, j'ai pu créer TF avec MSVC 2019 professionnel, la dernière version disponible. La communauté MSVC devrait donner les mêmes résultats.
bazel build --config=cuda --config=short_logs -c opt tensorflow:tensorflow_cc
bazel build --config=short_logs -c opt tensorflow:tensorflow_cc
@gunan quel CUDA et CUDNN avez-vous utilisé ? Je suis verrouillé sur CUDA 9.2.1.148 et CUDNN 7.0.5.56 pour la compatibilité de conception Blackmagic, car cudnn64_7.dll est dans le chemin et je suis un plugin pour leur système.
samhodge
le 4 juin 2020
@hlopko @r4nt @meteorcloudy existe-t-il un moyen d'avoir des fichiers lib accessibles après avoir créé une dll, ou peut-être une cc_library ?
Oui, vous pouvez obtenir le fichier LIB (bibliothèque d'importation) via --output_groups=interface_library dans la ligne de commande ou dans le fichier BUILD à l'aide d'une règle de groupe de fichiers.
Par exemple,
filegroup(
name = import_lib_name,
srcs = ["my_dll_target"],
output_group = "interface_library",
)
Vous pouvez ensuite utiliser ultérieurement ce fichier LIB dans une règle cc_import.
Veuillez vérifier cet exemple : https://github.com/bazelbuild/bazel/blob/master/examples/windows/dll/windows_dll_library.bzl
meteorcloudy
le 4 juin 2020
Je vais expérimenter cela demain.
Merci pour l'explication, cela n'a pas encore de sens pour moi, mais mon alouette Star/Sky est limitée.
Mais l'intention serait de séquestrer cela dans un document afin qu'une fois qu'une version TF existe, je puisse extraire l'artefact de bazel-genfiles à partir d'un fichier ZIP et pointer vers chacun des fichiers .lib pour créer un lien statique vers mon plugin TF qui est également lié à quelques autres bibliothèques.
Il n'y a pas d'indirection pour le moment via CMake ou bazel juste un projet MSVC pointant vers les en-têtes et les fichiers .lib.
Bien que bazel soit merveilleux, la mise en œuvre dans un projet non Google à partir de zéro peut prendre un peu de temps, ce que je n'ai pas encore surmonté.
samhodge
le 4 juin 2020
Au fait, j'ai synchronisé mon client avec le commit suivant sur la branche master : e19e2d2
Pour les deux commandes suivantes, j'ai pu créer TF avec MSVC 2019 professionnel, la dernière version disponible. La communauté MSVC devrait donner les mêmes résultats.
bazel build --config=cuda --config=short_logs -c opt tensorflow:tensorflow_cc bazel build --config=short_logs -c opt tensorflow:tensorflow_cc
Avez-vous pu tester ce qui s'est passé avec ce pilote que vous m'avez donné ?
samhodge
le 4 juin 2020
@sanjoy @gunan
Bonjour d'un matin de ciel bleu vif à Adélaïde.
J'ai consulté les docs suivantes :
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
Alors maintenant, mon intention est de créer un tensorflow_cc_static.lib sous Windows qui aura tous mes symboles pour une liaison statique à la bibliothèque partagée de mon application ( rotobot.ofx ), ce qui signifie que je n'aurai plus besoin de créer un lien vers tensorflow_cc.dll et aussi (lib)protobuf.dll et toutes les limites de symboles de 65K appartiendront au passé.
Voyez-vous des obstacles dans ma stratégie ?
samhodge
le 5 juin 2020
Mon dernier échec
Utilisation de CUDA 10.2 et CUDNN 7.6.5.32
avec
$ENV:TF_CUDA_COMPUTE_CAPABILITIES="3.5,3.7,5.0,5.2,6.0,6.1"
Je vais réessayer sans cette instruction et voir si ça compile.
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
Modifier : ce comportement est attendu avec CUDA Toolkit 10.2, 10.2 est une mise à jour vers 9.2 car CUDA Toolkit 9.2.1.148 ne prend pas en charge nvcc pour MSVC 2019. MSVC 2017 peut prendre en charge C++14 requis pour TF 2.0.
Voir:
https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html#deprecated -features
CUDA COMPUTE 3.5 et 3.7 sont obsolètes, il faut donc annuler le rendu et le verrouiller sur 7.0 pour la carte Turing basée sur T4, mais cela ne conviendra pas à un large éventail d'utilisateurs finaux sans cartes basées sur Turing.
Maintenant, il est défini sur CUDA compute 3.5,7.0 seulement, je verrai si cela se compile.
samhodge
le 5 juin 2020
MSVC 15 (2017) et CUDA Toolkit 9.2.1.148 vous offrent une capacité de calcul allant jusqu'à 7.0 et jusqu'à 3.5 tout en prenant en charge le langage C++.
samhodge
le 5 juin 2020
7a7207f3b6 me donne
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
À partir de
git clone tensorflow URLcd tensorflowcp ..\*.ps1. .\buildenv.ps1. .\build-tf.ps1
Où je suis sur un serveur 2019 t4 avec 48 cœurs
Avec Anaconda Python, MSYS2 pour patch et perl et bash, CUDA 10.2 CUDNN 7.6.5.32
buildenv.ps1 est
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 est
$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"
$params = "configure.py",""
cmd /c "ECHO Y" | & python.exe <strong i="25">@params</strong>
bazel.exe clean --expunge
bazel.exe build --copt=-nvcc_options=disable-warnings --test_tag_filters=-no_oss,-gpu,-benchmark-test,-nomac,-no_mac --announce_rc --test_timeout 300,450,1200,3600 --test_size_filters=small,medium --jobs=48 //tensorflow:tensorflow_cc.dll
Est-ce un comportement attendu ?
samhodge
le 5 juin 2020
Je vais répéter avec r2.2.
samhodge
le 5 juin 2020
2b96f3662b terminé.
samhodge
le 5 juin 2020
Ci-joint le fichier tensorflow\BUILD de r2.2
Qui est construit comme
. .\buildenv.ps1. .\build-tfstatic.ps1
buildenv.ps1
pushd 'C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\VC\Auxiliary\Build\'
cmd /c "vcvarsall.bat x64 & set" |
foreach {
if ($_ -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 modification de tensorflow\BUILD est
ajouter cinq lignes
filegroup(
name = "tensorflow_cc_static.lib",
srcs = ["tensorflow_cc.dll"],
output_group = "interface_library",
)
```
samhodge
le 5 juin 2020
J'avais cuda 10.1 sur ma machine, alors j'ai essayé avec ça. Cela peut donc être dû à la différence entre les versions de cuda.
Je vois que certains de vos commentaires mentionnent cuda 9.2, et certains mentionnent 10.2.
Je suppose que la construction avec 10.2 a réussi?
gunan
le 5 juin 2020
@hlopko @r4nt @meteorcloudy existe-t-il un moyen d'avoir des fichiers lib accessibles après avoir créé une dll, ou peut-être une cc_library ?
Oui, vous pouvez obtenir le fichier LIB (bibliothèque d'importation) via
--output_groups=interface_librarydans la ligne de commande ou dans le fichier BUILD à l'aide d'une règle de groupe de fichiers.
Par exemple,filegroup( name = import_lib_name, srcs = ["my_dll_target"], output_group = "interface_library", )Vous pouvez ensuite utiliser ultérieurement ce fichier LIB dans une règle cc_import.
Veuillez vérifier cet exemple : https://github.com/bazelbuild/bazel/blob/master/examples/windows/dll/windows_dll_library.bzl
Ouais ça fait juste un fichier qui était déjà là
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
Il ne fait que 39Mo alors que le fichier tensorflow_cc.dll fait 320Mo
Ce qu'il faut, c'est une version statique de tensorflow_cc.lib où il a tous les symboles pour faire de l'inférence ou de la formation ou tout ce que tensorflow_cc.dll a à offrir
Je pense qu'il y a eu une erreur de communication, car les symboles de protobuf ne sont pas exposés, je dois pouvoir établir un lien statique vers une archive statique .lib de tous les symboles qui se trouvent dans l'entité de tensorflow_cc.dll donc avec les fichiers d'en-tête et les -L tensorflow_cc_static.lib cela fournira tous les symboles.
samhodge
le 5 juin 2020
J'avais cuda 10.1 sur ma machine, alors j'ai essayé avec ça. Cela peut donc être dû à la différence entre les versions de cuda.
Je vois que certains de vos commentaires mentionnent cuda 9.2, et certains mentionnent 10.2.
Je suppose que la construction avec 10.2 a réussi?
Oui ça a réussi.
samhodge
le 5 juin 2020
Réessayer avec
filegroup(
name = "tensorflow_cc_static.lib",
srcs = ["tensorflow_cc.dll"],
output_group = "static",
)
Et on tourne en rond ici : @meteorcloudy
samhodge
le 5 juin 2020
Voici les résultats de construction //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
Comment pouvons-nous obtenir les entrées dans tensorflow_cc.dll telles que capturées par le groupe de fichiers ci-dessus pour les mettre dans une archive ?
samhodge
le 5 juin 2020
Je me faufile là-dessus
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
)
Je pense que je pourrais rencontrer le problème de liaison transitive.
samhodge
le 5 juin 2020
Ce qui précède est interdit
Essayer avec
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"]),
)
Je pense que je dois également insérer tensorflow_framework pour que ce qui précède fonctionne, mais je vais le laisser passer et voir ce qui se passe.
samhodge
le 5 juin 2020
Je viens également de remarquer qu'il existe une règle pour tensorflow_cc.lib si je voulais créer un lien dynamique, ce que @gunan suggère n'est pas la solution à ce problème, mais plutôt pour obtenir une version statique du tensorflow_cc.dll de bazel mais je pense que ça ne marchera pas, je vais continuer à essayer pendant encore une heure.
samhodge
le 5 juin 2020
OK maintenant j'ai un tas de fichiers .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
Je suppose que je peux les lier dans des fichiers comme .a sous Linux et mes symboles seront juste "là"
J'en espérais un gros, je vais continuer d'essayer.
samhodge
le 5 juin 2020
peut-être que je suis moins bête que je ne le pense
@hlopko @meteorcloudy
https://github.com/bazelbuild/bazel/issues/7538
S'il y a de toute façon à faire un joker des fichiers .a qui ont été copiés dans bazel-bin dans un filegroup
samhodge
le 5 juin 2020
J'ai envie d'ajouter ceci à la fin 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"],
)
et la construction //tensorflow:tensorflow_cc_static devrait fonctionner
samhodge
le 5 juin 2020
S'il est de toute façon possible de créer un joker des fichiers .a qui ont été copiés dans bazel-bin dans un groupe de fichiers
@oquenchil est notre expert C++ ! Comment collecter tous les fichiers d'objets transitifs ou les fichiers .a dans Starlark ?
meteorcloudy
le 5 juin 2020
Je pense qu'en utilisant notre API C++ Starlark, nous pouvons collecter tous les fichiers lib transitifs.
https://docs.bazel.build/versions/master/skylark/lib/CcInfo.html
Problème connexe : https://github.com/bazelbuild/bazel/issues/1920
meteorcloudy
le 5 juin 2020
Je n'essaie pas de jeter de l'ombre sur le bazel, cela fait vraiment du bon travail dans la plupart des cas. Mais dans de nombreux projets CMake, j'ai utilisé vous ajoutez simplement -DBUILD_SHARED_LIBS=0 et une archive statique apparaît. Compte tenu de cette fonctionnalité a été demandée en 2016 . Je pense que je pourrais simplement utiliser Python glob et le mélanger et voir si la liaison statique résoudra ce problème.
samhodge
le 5 juin 2020
En utilisant Python j'ai pu assembler les fichiers .a concernés
le python était assez 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))
Le résultat est une liste épique de fichiers
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libcheckpoint_reader.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libkernels.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_status.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_status_helper.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_tensor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libcc_op_gen_main.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libclient_session.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libconst_op.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libgradients.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libgrad_op_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libops.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libscope.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libwhile_loop.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libbfc_allocator.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libcore_cpu_base_no_ops.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libgif_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libgpu_bfc_allocator.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libgpu_id_impl.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libgpu_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libgraph.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libjpeg_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libragged_to_dense_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\liballocator_stats.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libblas.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libdevice_description.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libdnn.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libevent.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libexecutor_cache.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libkernel.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libkernel_spec.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libmulti_platform_manager.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libplatform.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libplugin.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libplugin_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\librng.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libscratch_allocator.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libstream_executor_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libstream_executor_pimpl.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libtemporary_device_memory.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libtemporary_memory_manager.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libtf_allocator_adapter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libtimer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\profiler\libprofiler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\saved_model\libreader.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libcommon.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libcompilability_check_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libcompilation_passes.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libdevice_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libencapsulate_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libflags.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libresource_operation_safety_analysis.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libshape_inference.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libshape_inference_helpers.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_activity_listener.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_cluster_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_compilation_cache.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_device_no_jit_rewrite_registration.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_launch_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_tensor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libcommon.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libfrontend_attributes_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libfunctionalize_cond.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libfunctionalize_control_flow.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libfunctionalize_control_flow_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libfunctionalize_while.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\librearrange_function_argument.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libresource_operation_table.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libsharding_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libside_effect_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libtf2xla_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libarray.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libcomparison_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libcpu_function_runtime.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libdebug_options_flags.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libexecutable_run_options.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libexecution_options_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libliteral.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libliteral_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libmetric_table_report.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libparse_flags_from_env.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libprotobuf_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libshape_layout.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libshape_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libstatus_macros.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libutil.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libwindow_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\debug\libdebug_callback_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\debug\libdebug_node_key.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libbase_rendezvous_mgr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libcall_options.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libcollective_param_resolver_distributed.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libcollective_rma_distributed.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libdevice_resolver_distributed.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libgraph_mgr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\liblocal_master.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libmaster.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libmaster_session.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libmessage_wrappers.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libpartial_run_mgr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\librecent_request_ids.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libremote_device.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\librequest_id.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\librpc_collective_executor_mgr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libscheduler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libserver_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libsession_mgr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libtensor_coding.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libworker.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libworker_cache_logger.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libworker_cache_partial.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libworker_session.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libattr_value_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libcommon_shape_fns.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libnode_def_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libnode_properties.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libop.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libop_def_builder.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libop_def_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libop_gen_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libreader_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libshape_inference.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libdevices.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libgraph_topology_view.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libgraph_view.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libgrappler_item.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libgrappler_item_builder.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libmutable_graph_view.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libop_types.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libutils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libconcat_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libconditional_accumulator_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libconv_grad_shape_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libdense_update_functor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libeigen_contraction_kernel_with_mkl.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libfifo_queue.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libfused_eigen_output_kernels.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libgpu_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libinitializable_lookup_table.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\liblinalg_ops_common.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\liblookup_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libmfcc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libmfcc_dct.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libmfcc_mel_filterbank.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libpadding_fifo_queue.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libpriority_queue.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libqueue_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libqueue_op.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\librange_sampler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libremote_fused_graph_execute_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libreshape_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libsampling_kernels.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libsave_restore_tensor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libsdca_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libspectrogram.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libsplit_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libstack.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libstring_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libtensor_list.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libtraining_op_helpers.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libabi.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libbase64.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libcoding.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libcpu_feature_guard.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libdenormal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\liberror.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libhash.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libnumbers.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libplatform_strings.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libprotobuf.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\librandom.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libscanner.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libsetround.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libstatus.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libstrcat.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libstringprintf.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libstr_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libtensor_coding.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\libtfprof_options.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\summary\libschema.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\summary\libsummary_converter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\summary\libsummary_db_writer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\summary\libsummary_file_writer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\tpu\libtpu_embedding_optimization_parameters_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\tpu\libtpu_embedding_output_layout_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libeinsum_op_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libenv_var.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libpadding.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libreporter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libstats_calculator_portable.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libtensor_format.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcublas_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcudart_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_diagnostics.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_driver.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_event.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_kernel.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_platform_id.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcudnn_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcudnn_version.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcufft_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcupti_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcurand_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcusolver_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcusparse_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libasm_compiler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libgpu_activation.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libgpu_event.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libgpu_stream.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libgpu_timer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libredzone_allocator.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\host\libhost_platform_id.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\host\libhost_stream.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\host\libhost_timer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\lib\liblib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\rocm\librocm_platform_id.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\tools\proto_text\libgen_proto_text_functions_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\graphcycles\libgraphcycles.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\cc\libxla_jit_ops.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\cc\libxla_ops.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\kernels\libconv_op_helpers.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\kernels\libif_while_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\kernels\libtensor_list_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\lib\libbroadcast.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\lib\libdata_format.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\lib\librandom.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\lib\libscatter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\lib\libutil.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\client\libclient.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\client\libclient_library.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\client\libcompile_only_client.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\client\libexecutable_build_options.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\client\libglobal_data.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\client\liblocal_client.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\client\libpadding.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\client\libsharding_builder.a
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\windows\libwide_char.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\convert\libxplane_to_trace_events.a
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\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
Donc sans rien lier ce sont les symboles manquants
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 ==========
Après avoir ajouté ce qui suit
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libcheckpoint_reader.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libkernels.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_status.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_status_helper.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\c\libtf_tensor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libcc_op_gen_main.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libclient_session.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libconst_op.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libgradients.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libgrad_op_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libops.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libscope.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\libwhile_loop.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libbfc_allocator.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libcore_cpu_base_no_ops.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libgif_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libgpu_bfc_allocator.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libgpu_id_impl.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libgpu_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libgraph.a
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\libragged_to_dense_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\liballocator_stats.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libblas.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libdevice_description.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libdnn.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libevent.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libexecutor_cache.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libkernel.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libkernel_spec.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libmulti_platform_manager.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libplatform.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libplugin.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libplugin_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\librng.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libscratch_allocator.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libstream_executor_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libstream_executor_pimpl.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libtemporary_device_memory.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libtemporary_memory_manager.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libtf_allocator_adapter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\libtimer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\profiler\libprofiler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\cc\saved_model\libreader.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libcommon.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libcompilability_check_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libcompilation_passes.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libdevice_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libencapsulate_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libflags.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libresource_operation_safety_analysis.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libshape_inference.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libshape_inference_helpers.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_activity_listener.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_cluster_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_compilation_cache.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_device_no_jit_rewrite_registration.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_launch_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\libxla_tensor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libcommon.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libfrontend_attributes_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libfunctionalize_cond.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libfunctionalize_control_flow.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libfunctionalize_control_flow_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libfunctionalize_while.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\librearrange_function_argument.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libresource_operation_table.a
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libside_effect_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\libtf2xla_util.a
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libdebug_options_flags.a
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libexecution_options_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libliteral.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libliteral_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libmetric_table_report.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libparse_flags_from_env.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libprotobuf_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libshape_layout.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libshape_util.a
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libutil.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\libwindow_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\debug\libdebug_callback_registry.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\debug\libdebug_node_key.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libbase_rendezvous_mgr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libcall_options.a
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libcollective_rma_distributed.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libdevice_resolver_distributed.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libgraph_mgr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\liblocal_master.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libmaster.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libmaster_session.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libmessage_wrappers.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libpartial_run_mgr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\librecent_request_ids.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libremote_device.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\librequest_id.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\librpc_collective_executor_mgr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libscheduler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libserver_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libsession_mgr.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libtensor_coding.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libworker.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libworker_cache_logger.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libworker_cache_partial.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\distributed_runtime\libworker_session.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libattr_value_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libcommon_shape_fns.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libnode_def_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libnode_properties.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libop.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libop_def_builder.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libop_def_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libop_gen_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libreader_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\framework\libshape_inference.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libdevices.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libgraph_topology_view.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libgraph_view.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libgrappler_item.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libgrappler_item_builder.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libmutable_graph_view.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libop_types.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\grappler\libutils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libconcat_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libconditional_accumulator_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libconv_grad_shape_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libdense_update_functor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libeigen_contraction_kernel_with_mkl.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libfifo_queue.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libfused_eigen_output_kernels.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libgpu_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libinitializable_lookup_table.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\liblinalg_ops_common.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\liblookup_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libmfcc.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libmfcc_dct.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libmfcc_mel_filterbank.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libpadding_fifo_queue.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libpriority_queue.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libqueue_base.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libqueue_op.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\librange_sampler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libremote_fused_graph_execute_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libreshape_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libsampling_kernels.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libsave_restore_tensor.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libsdca_internal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libspectrogram.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libsplit_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libstack.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libstring_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libtensor_list.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\kernels\libtraining_op_helpers.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libabi.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libbase64.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libcoding.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libcpu_feature_guard.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libdenormal.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\liberror.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libhash.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libnumbers.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libplatform_strings.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libprotobuf.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\librandom.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libscanner.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libsetround.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libstatus.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libstrcat.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libstringprintf.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libstr_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\libtensor_coding.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\libtfprof_options.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\summary\libschema.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\summary\libsummary_converter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\summary\libsummary_db_writer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\summary\libsummary_file_writer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\tpu\libtpu_embedding_optimization_parameters_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\tpu\libtpu_embedding_output_layout_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libeinsum_op_util.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libenv_var.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libpadding.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libreporter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libstats_calculator_portable.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\util\libtensor_format.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcublas_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcudart_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_diagnostics.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_driver.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_event.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_kernel.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_platform_id.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcuda_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcudnn_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcudnn_version.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcufft_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcupti_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcurand_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcusolver_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\cuda\libcusparse_stub.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libasm_compiler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libgpu_activation.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libgpu_event.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libgpu_stream.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libgpu_timer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\gpu\libredzone_allocator.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\host\libhost_platform_id.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\host\libhost_stream.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\host\libhost_timer.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\lib\liblib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\stream_executor\rocm\librocm_platform_id.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\tools\proto_text\libgen_proto_text_functions_lib.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\jit\graphcycles\libgraphcycles.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\cc\libxla_jit_ops.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\cc\libxla_ops.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\kernels\libconv_op_helpers.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\kernels\libif_while_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\kernels\libtensor_list_utils.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\lib\libbroadcast.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\lib\libdata_format.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\lib\librandom.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\lib\libscatter.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\tf2xla\lib\libutil.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\client\libclient.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\compiler\xla\client\libclient_library.a
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C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\windows\libnet.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\windows\libplatform_port.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\windows\libstacktrace.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\windows\libstacktrace_handler.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\windows\libsubprocess.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\platform\windows\libwide_char.a
C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\profiler\convert\libxplane_to_trace_events.a
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
Les symboles suivants manquent
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.
Ceci est le résultat de la compilation
#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;
}
Avec MSVC 2019
le Projet suivant.
<?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>
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<GenerateDebugInformation>true</GenerateDebugInformation>
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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 %(AdditionalOptions)</AdditionalOptions>
</Link>
</ItemDefinitionGroup>
<ItemGroup>
<ClCompile Include="ConsoleApplication1.cpp" />
</ItemGroup>
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
<ImportGroup Label="ExtensionTargets">
</ImportGroup>
</Project>
@gunan
Donc ma question est la suivante :
Si vous ne pouvez pas créer de lien vers libprotobuf.lib pour fournir des symboles pour tensorflow_cc.dll et que vous devez créer un lien statique, comment procédez-vous ?
Pouvez-vous compiler le code main.cpp et me dire ce que vous obtenez comme résultat avec la liaison statique ?
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;
}
J'ai jeté un coup d'œil plus tôt et il semble que config.proto In tensorflow/core/protobuf ait les symboles manquants et bien que les fichiers .o puissent être trouvés, je ne pouvais pas suivre le chemin dans l'indirection bazel pour voir si ces fichiers objets se retrouvent dans l'une des archives d'objets .a, il est clair qu'ils ne le font pas ou que les symboles ne manqueraient pas.
Mais est-ce une partie du problème ?
Le fichier .proto crée un fichier .cc qui à son tour crée le fichier objet, mais les en-têtes sont également créés, je ne sais pas si les en-têtes déclarent les symboles comme exposés ou non.
Dans la matinée, j'essaierai d'ajouter les fichiers .o aux bibliothèques supplémentaires. Mais il existe une limite de caractères pour les bibliothèques d'ajout et les bibliothèques, de sorte que l'ajout de chaque fichier objet peut ne pas être possible.
Ce qui conduit à bourrer les fichiers statiques .lib .a et .o dans une grande archive statique.
Ce qui devrait être fait avec bazel sous Linux et macOS avec une grande taille de mot sur le shell en utilisant ar cela peut être fait à partir des fichiers objets.
@gunan
Pouvons-nous avoir des cibles statiques pour C++ et Tensorflow ?
samhodge
le 9 juin 2020
Je pense que c'est raisonnable.
@meteorcloudy comment pouvons-nous créer une cible qui sera la combinaison des fichiers .a individuels @samhodge extraits ci-dessus ? Bazel peut-il les fusionner ?
gunan
le 9 juin 2020
🚀1
🎉1
Lien vers ce qui suit
Résultats dans les symboles manquants suivants
voir ci-joint
sortie.zip
Lors de la compilation
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
Avec les fichiers inclus comme
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 compilation est réussie, la liaison échoue comme ci-dessus.
samhodge
le 10 juin 2020
Merci, j'essaierai plus tard.
------------------ 原始邮件 ------------------
发件人 : "Sam Hodge"< [email protected]> ;
Date : 2020年6月10日(星期三) à 8h55
收件人 : "tensorflow/tensorflow"< [email protected]> ;
抄送 : "Subscribed"< [email protected]> ;
主题: Re: [tensorflow/tensorflow] Windows C++ tensorflow_cc.dll a une adresse mémoire qui se chevauche entre les options gpu de chaîne pour "type d'allocateur" et "liste de périphériques visibles" (#39439)
Lien vers ce qui suit
Résultats dans les symboles manquants suivants
voir ci-joint
sortie.zip
Lors de la compilation
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:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core_objs\conv_autotuning_proto_cc_impl*.o C:\Users\Administrator\dev\tensorflow\bazel-b in\tensorflow\core_objs\eager_service_proto_cc_impl*.o C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core_objsmaster_proto_cc_impl*.o C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core_objs\ worker_proto_cc_impl*.o C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\debug_objs\debug_service_proto_cc_impl*.o C:\Users\Administrator\dev\tensorflow\bazel-bin\tensorflow\core\debug_objs\ 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_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\ 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\ Administrateur\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
Avec les fichiers inclus comme
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 compilation est réussie, la liaison échoue comme ci-dessus.
—
Vous recevez ceci parce que vous êtes abonné à ce fil.
Répondez directement à cet e-mail, consultez-le sur GitHub ou désabonnez-vous.
hunim
le 10 juin 2020
Je suis déconcerté. Je vois que vous récupérez des fichiers .a sous com_google_protobuf. Je n'ai aucune idée de la façon dont vous voyez les erreurs de symbole.
gunan
le 10 juin 2020
Je suis déconcerté. Je vois que vous récupérez des fichiers .a sous com_google_protobuf. Je n'ai aucune idée de la façon dont vous voyez les erreurs de symbole.
Oui, cela semble déroutant, si quelqu'un d'autre veut l'essayer lui-même, il s'agit essentiellement des artefacts créés à partir de r2.2 et de la construction de la cible //tensorflow:tensorflow_cc.dll avec CUDA 10.2 définie avec Visual Studio 2019.
samhodge
le 10 juin 2020
Je suis déconcerté. Je vois que vous récupérez des fichiers .a sous com_google_protobuf. Je n'ai aucune idée de la façon dont vous voyez les erreurs de symbole.
Si vous n'incluez pas les fichiers .o créés à partir du fichier .proto , les seuls symboles manquants sont
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.
L'inclusion des fichiers .o #$3$#$ des cibles C++ protobuf .proto étend cette liste à près de 200 symboles manquants.
samhodge
le 10 juin 2020
@meteorcloudy @sanjoy @gunan
Un mois s'est écoulé depuis que cette question a été soulevée.
J'ai essayé tout ce qui m'a été demandé, mais nous sommes toujours au point où nous ne pouvons pas exécuter un cas de reproduction de moins de vingt lignes.
Le voyage a impliqué la création d'un temps de compilation et d'un environnement d'exécution complets et reproductibles.
Maintenant, j'en suis à un point où, lors de la liaison, il manque deux symboles constructeur et destructeur GPUOptions C++ en tant que déclarations C indiquant qu'ils doivent être liés dynamiquement
Mais nous essayons d'établir un lien statique.
Ma prochaine étape consiste à examiner l'intermédiaire .cc créé à partir du fichier .proto dans GitHub pour voir si les symboles manquants sont là en noir et blanc.
De là, nous ne pouvons voir que deux résultats
Les symboles sont là et nous suivons le processus de liaison
Les symboles sont manquants et nous regardons en amont pour ajouter le constructeur et le destructeur GPUOptions à une liste DEF dans un fichier .lds pour nous assurer que la conversion de .proro en exécutable est cohérente avec le comportement prévu du logiciel
Mais il s'agit d'une solution de liaison dynamique et on m'a dit que la meilleure solution est la liaison statique pour surmonter les limites de symboles de 65K dans Windows
Comme il n'y a pas de documents de conception sur la façon dont Bazel a l'intention que ce processus se produise
Je compte sur l'équipe Tensorflow pour me guider.
Ou je continue à faire des hypothèses et je les teste ensuite avec des expériences, ce qui est une mauvaise utilisation de mes ressources limitées
Puis-je s'il vous plaît demander des conseils?
Sam
samhodge
le 11 juin 2020
Laissant ceci ici pour ma dernière référence
samhodge
le 11 juin 2020
Salut Sam,
Nous apprécions vos commentaires.
Comme je l'ai mentionné ci-dessus, je suis à court d'idées et nous en sommes au point où nous avons besoin d'une expertise bazel on windows pour nous aider à expliquer certaines d'entre elles.
Malheureusement, l'équipe bazel est située en Allemagne. Ils ont également des horaires de vacances différents, des contraintes et des processus différents pour répondre aux problèmes de github. Comme vous, j'attends également des commentaires et des conseils de leur part.
gunan
le 11 juin 2020
Merci pour la transparence, cela aide certainement les niveaux de frustration
Je ferai d'autres expériences ce matin si le temps le permet
Je suis vraiment reconnaissant pour tout ce que vous pouvez donner
Acclamations!
samhodge
le 11 juin 2020
Veuillez consulter les config.pb.h et config.pb.cc résultant de config.proto dans
https://github.com/tensorflow/tensorflow/commit/a94839d7910dc5dfa4b6cde20445b1d5a2fa53b8
c'est à dire
https://github.com/tensorflow/tensorflow/blob/r2.2/tensorflow/core/protobuf/config.proto
Je vais coller le morceau de code correspondant :
#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();
}
Nous pouvons voir que ces symboles ne sont pas enveloppés dans cdecl
voir
https://docs.microsoft.com/en-us/cpp/cpp/cdecl?view=vs-2019
Il manque donc les symboles.
je vais essayer d'éditer :
https://github.com/tensorflow/tensorflow/blob/r2.2/tensorflow/tf_exported_symbols.lds
ajouter *GPUOptions*
Ensuite, voyez où les choses vont à partir de là.
samhodge
le 15 juin 2020
je passe un peu de temps dessus aujourd'hui
mais il y a deux solutions
voir ce commentaire https://github.com/tensorflow/tensorflow/issues/23542#issuecomment -464730964
Et sur ce fil, la macro TF_EXPORT alors qu'elle expose des symboles, ce n'est pas à travers une couche de compilation .proto à .pb.cc et .pb.h .
Nous avons donc besoin d'un mécanisme pour exposer les symboles qui sont compilés via protobuf
samhodge
le 15 juin 2020
Bon j'ai avancé un peu
de ce programme
Pilote C++ tel que recommandé par @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;
}
Sortie 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 . . .
Les répertoires inclus sont les suivants :
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)
c'était lié à
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)
Où ce sont des artefacts créés à 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
où le script contient
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
en outre
ce pilote 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;
}
Produit
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 . . .
Alors @sanjoy @gunan @meteorcloudy, vous savez maintenant comment reproduire les étapes en utilisant r2.2 CUDA 10.2 MSVC 2019 et les versions CUDNN répertoriées ci-dessus.
voici mon 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
En regardant ça :
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);
}
Cela entraînerait-il que le type d'allocateur et la liste de GPU visibles soient sur la même chaîne.
samhodge
le 15 juin 2020
@samhodge
J'ai écrit une règle win_cc_static_library pour créer une bibliothèque cc statique liée à tous les deps transitifs donnés sous Windows. Veuillez vérifier si cela aide.
meteorcloudy
le 15 juin 2020
Si le temps le permet, je vais essayer cela dans environ 7 heures à partir de maintenant
Il s'agirait donc simplement d'avoir les mêmes dépendances sur la cible //t ensorflow:tensorflow_cc.dll et de lui donner un nom et la magie se produira et je pourrai créer un lien vers le fichier .a ou .lib sans avoir à exposer d'éléments supplémentaires symboles ?
Est-ce correct @meteorcloudy ?
samhodge
le 15 juin 2020
ok j'ai trouvé du temps
voici ma méthode:
cloner r2.2
ajouter le fichier win_cc_static_library.bzl au répertoire 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"],
)
modifier tensorflow\BUILD dans tensorflow pour inclure en plus
load(":win_cc_static_library.bzl", "win_cc_static_library")
et
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"]),
)
Ensuite, sourcez les buildenv.ps1 suivants comme . .\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
Puis une source le 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
Cela semble se construire, alors je ferai un lien uniquement avec cela et je verrai s'il manque des symboles.
Si tel est le cas, j'ajouterai *GPUOptions* aux fichiers .lds pertinents
samhodge
le 15 juin 2020
Après environ 6 heures, les fichiers
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 ...
N'étaient pas compilés, j'ai donc supprimé les fichiers .obj et j'ai recommencé à penser que c'était un problème dans le système de fichiers et qu'ils se construiraient rapidement.
Je pense que je peux laisser la machine allumée pendant la nuit et voir ce qui se passe.
samhodge
le 16 juin 2020
Près de deux heures plus tard, la machine à 48 cœurs et trois cibles bloquent deux autres cibles en aval.
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
Cela ressemble à https://github.com/tensorflow/tensorflow/issues/10521
Avez-vous build --define=override_eigen_strong_inline=true spécifié dans le fichier .tf_configure.bazelrc ?
meteorcloudy
le 16 juin 2020
Je ne suis pas sûr mais c'est le dernier
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 bibliothèque statique est TROP volumineuse, alors où en sommes-nous ?
samhodge
le 16 juin 2020
C'est bizarre que la taille totale de la bibliothèque statique dépasse la limite de 2 Go alors que la DLL ne fait que des dizaines de Mo ?
Pouvez-vous vérifier bazel-out/x64_windows-opt/bin/tensorflow/tensorflow_cc_static.lib.params pour voir quelles bibliothèques il essaie de lier ? Peut-être pouvons-nous d'abord pirater la règle pour filtrer certaines dépendances indésirables.
meteorcloudy
le 16 juin 2020
Cela pourrait également être le résultat de ne pas avoir --define=override_eigen_strong_inline=true comme option de construction, ce qui pourrait rendre le fichier obj très volumineux.
Pouvez-vous essayer de reconstruire avec --define=override_eigen_strong_inline=true ?
meteorcloudy
le 16 juin 2020
Je peux essayer ça bientôt, j'étais juste tard dans la nuit quand j'ai vérifié, donc pour économiser des ressources, j'ai arrêté la grande instance cloud pendant la nuit.
Merci pour vos conseils @meteorcloudy vous avez été super utile. La macro bazel a fonctionné à merveille avec l'option en ligne, nous devrions être de retour dans le jeu
samhodge
le 16 juin 2020
OK en répétant les étapes de https://github.com/tensorflow/tensorflow/issues/39439#issuecomment -644408408 sauf avec
--define=override_eigen_strong_inline=true
samhodge
le 16 juin 2020
OK en répétant les étapes à partir de #39439 (commentaire) sauf avec
--define=override_eigen_strong_inline=true
cela semble avoir corrigé, il se construit beaucoup plus rapidement maintenant, j'espère que la taille du fichier sera également plus petite.
samhodge
le 17 juin 2020
Il vient de se terminer brutalement avec le message suivant
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
Je ne suis pas surpris que la bibliothèque statique soit si grande. Lors de la création d'une bibliothèque dynamique ou d'un exécutable, la dernière étape de liaison peut éliminer beaucoup de choses. Que se passe-t-il lorsque vous fournissez la bibliothèque statique résultante à votre éditeur de liens final et que vous créez un binaire plus petit.
À propos de cet échec, je ne suis pas sûr, car les fichiers dont on se plaint ne sont pas des en-têtes.
gunan
le 17 juin 2020
Je répète avec un nouveau clone et je vois s'il est reproductible.
J'ai eu un problème avec le clone initial de git, il est resté bloqué et je l'ai redémarré sans supprimer tous les fichiers, peut-être qu'il y avait des fichiers corrompus.
samhodge
le 17 juin 2020
même problème
mais livré beaucoup plus rapidement avec l'option en ligne.
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
Être un diable rusé cela ne m'arrêtera pas
J'ai ce 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
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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/libsparse_matrix.lo
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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
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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
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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
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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
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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
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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
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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
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_fill_empty_rows_op.lo
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bazel-out/x64_windows-opt/bin/tensorflow/core/kernels/libsparse_cross_op.lo
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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
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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/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
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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
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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
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bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libenvoy_orca_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_client_channel.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_client_connector.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_client_insecure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libalts_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libalts_util.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libalts_frame_protector.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libtsi.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc++_codegen_base_src.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_server.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_server_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_client_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libenvoy_type_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libenvoy_core_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libenvoy_ads_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_xds_client_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_xds_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_lb_policy_xds_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_fake.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_lb_upb.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_lb_policy_grpclb_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_lb_policy_cds_secure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_server_backward_compatibility.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_workaround_cronet_compression_filter.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_inproc.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_transport_chttp2_server_insecure.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_sockaddr.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_dns_selection.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_dns_native.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/third_party/address_sorting/libaddress_sorting.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_resolver_dns_ares.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_message_size_filter.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_max_age_filter.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_client_idle_filter.a
bazel-out/x64_windows-opt/bin/external/com_github_grpc_grpc/libgrpc_lb_policy_round_robin.a
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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
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bazel-out/x64_windows-opt/bin/tensorflow/core/profiler/utils/libxplane_utils.a
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bazel-out/x64_windows-opt/bin/tensorflow/core/distributed_runtime/libworker.a
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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
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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
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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
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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
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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
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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
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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 je peux utiliser pour établir un lien avec mon pilote.
Souhaite moi bonne chance!
samhodge
le 17 juin 2020
OK donc c'est FIXE YAYAYAAYA !
voici la sortie
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 . . .
Le fichier TFDriver.cpp
```#include "tensorflow/core/protobuf/control_flow.pb.h"
inclure "tensorflow/core/protobuf/config.pb.h"
inclure
int main() {
tensorflow::GPUOptions gpu_options ;
gpu_options.set_visible_device_list("0");
std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;
gpu_options.set_allocator_type("7");
std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;
gpu_options.set_visible_device_list("5");
std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;
gpu_options.set_allocator_type("3");
std::cout << "allocator_type " << gpu_options.allocator_type() << std::endl;
std::cout << "visible_device_list " << gpu_options.visible_device_list() << std::endl;
}
Here is the Visual Studio .xml
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;tensorflow\core\libragged_array_ops_op_lib.lo
;tensorflow\core\libparsing_ops_op_lib.lo
;tensorflow\core\libno_op_op_lib.lo
;tensorflow\core\libnn_ops_op_lib.lo
;tensorflow\core\libnccl_ops_op_lib.lo
;tensorflow\core\libmath_ops_op_lib.lo
;tensorflow\core\libmanip_ops_op_lib.lo
;tensorflow\core\liblookup_ops_op_lib.lo
;tensorflow\core\liblist_ops_op_lib.lo
;tensorflow\core\liblinalg_ops_op_lib.lo
;tensorflow\core\libio_ops_op_lib.lo
;tensorflow\core\libimage_ops_op_lib.lo
;tensorflow\core\libfunctional_ops_op_lib.lo
;tensorflow\core\libfunction_ops_op_lib.lo
;tensorflow\core\libexperimental_dataset_ops_op_lib.lo
;tensorflow\core\libencode_proto_ops_op_lib.lo
;tensorflow\core\libdecode_proto_ops_op_lib.lo
;tensorflow\core\libdebug_ops_op_lib.lo
;tensorflow\core\libdataset_ops_op_lib.lo
;tensorflow\core\libdata_flow_ops_op_lib.lo
;tensorflow\core\libcudnn_rnn_ops_op_lib.lo
;tensorflow\core\libctc_ops_op_lib.lo
;tensorflow\core\libcontrol_flow_ops_op_lib.lo
;tensorflow\core\libcollective_ops_op_lib.lo
;tensorflow\core\libclustering_ops_op_lib.lo
;tensorflow\core\libcheckpoint_ops_op_lib.lo
;tensorflow\core\libcandidate_sampling_ops_op_lib.lo
;tensorflow\core\libtensor_forest_ops_op_lib.lo
;tensorflow\core\libboosted_trees_ops_op_lib.lo
;tensorflow\core\libbitwise_ops_op_lib.lo
;tensorflow\core\libbatch_ops_op_lib.lo
;tensorflow\core\libaudio_ops_op_lib.lo
;tensorflow\core\kernels\libsendrecv_ops.lo
;tensorflow\core\kernels\libno_op.lo
;tensorflow\core\libfunctional_grad.lo
;tensorflow\core\libgraph.a
;tensorflow\core\grappler\libutils.a
;tensorflow\core\grappler\libop_types.a
;tensorflow\core\grappler\utils\libtransitive_fanin.a
;tensorflow\core\grappler\libgrappler_item.a
;tensorflow\core\libcore_cpu_base_no_ops.a
;tensorflow\core\grappler\utils\libfunctions.a
;tensorflow\core\libbfc_allocator.a
;tensorflow\core\libcore_cpu_impl.lo
;tensorflow\core\grappler\libgraph_view.a
;tensorflow\core\grappler\libgraph_topology_view.a
;tensorflow\core\grappler\utils\libtopological_sort.a
;tensorflow\core\grappler\verifiers\libstructure_verifier.a
;tensorflow\core\grappler\utils\libtpu.a
;tensorflow\core\grappler\utils\libcolocation.a
;tensorflow\core\grappler\utils\libcanonicalizer.a
;tensorflow\core\libgpu_id_impl.a
;tensorflow\core\grappler\clusters\libutils.a
;tensorflow\core\grappler\clusters\libcluster.a
;tensorflow\core\libgpu_init_impl.lo
;tensorflow\core\grappler\libdevices.a
;tensorflow\core\grappler\costs\libvirtual_placer.a
;tensorflow\core\grappler\costs\libcost_estimator.a
;tensorflow\core\grappler\costs\libutils.a
;tensorflow\core\grappler\optimizers\libevaluation_utils.a
;tensorflow\core\grappler\libmutable_graph_view.a
;tensorflow\core\grappler\costs\libgraph_properties.a
;tensorflow\core\grappler\costs\libvirtual_scheduler.a
;tensorflow\core\grappler\costs\libop_level_cost_estimator.a
;%(Dépendances supplémentaires)
```
samhodge
le 17 juin 2020
👍2
🚀1
❤1
🎉1
Pour mémoire, le fichier fait 1,3 Mo.
samhodge
le 17 juin 2020
Merci beaucoup pour votre soutien, c'était un problème délicat, maintenant je dois envisager de construire avec MSVC 2017 avec CUDA 9.2.1.148 avec le CUDNN associé. J'ouvrirai un nouveau ticket si cela s'avère problématique.
samhodge
le 17 juin 2020
Je vais tenter une expérience avec une ancienne version de tensorflow et MSVC 2015 pour voir si le correctif bazel fonctionne toujours.
samhodge
le 17 juin 2020
CcInfo n'est pas connu pour bazel 0.19.2
@meteorcloudy
Savez-vous quelle version de bazel introduit cette fonctionnalité et compilera toujours tensorflow r1.12 ?
Je ne suis plus en mesure d'utiliser r1.12 avec votre solution ce problème, je vais devoir proposer un nouveau plan qui implique l'utilisation de MSVC 2017 et r2.2 je pense.
Désolée de vous avoir fait perdre votre temps.
samhodge
le 17 juin 2020
@samhodge Heureux que cela ait aidé !
Si c'est la liste des bibliothèques statiques pour la construction de la DLL qui vous a aidé à résoudre le problème, vous pouvez également obtenir la liste à partir du fichier de paramètres de la DLL afin que vous n'ayez pas du tout besoin de la règle cc_static_library.
meteorcloudy
le 17 juin 2020
@samhodge Heureux que cela ait aidé !
Si c'est la liste des bibliothèques statiques pour la construction de la DLL qui vous a aidé à résoudre le problème, vous pouvez également obtenir la liste à partir du fichier de paramètres de la DLL afin que vous n'ayez pas du tout besoin de la règle cc_static_library.
Donc, cela pourrait être une bonne idée, est-ce que cela aura encore besoin de CcInfo ?
samhodge
le 18 juin 2020
Donc, cela pourrait être une bonne idée, est-ce que cela aura encore besoin de CcInfo ?
Non, le fichier de paramètres est généré par la règle cc native de Bazel (écrite en code Java).
meteorcloudy
le 18 juin 2020
Excellent donc les fichiers .lib et .a et .lo et .obj en tant qu'entrées pour le .dll seront OK pour la liaison statique sera-ce un code indépendant de la position?
samhodge
le 18 juin 2020
Pensez-vous que l'ordre dans le fichier .params est critique ?
samhodge
le 18 juin 2020
Excellent donc les fichiers .lib et .a et .lo et .obj en tant qu'entrées pour le .dll seront OK pour la liaison statique sera-ce un code indépendant de la position?
je le crois
Pensez-vous que l'ordre dans le fichier .params est critique ?
Pas sûr, mais j'essaierais de préserver l'ordre des bibliothèques.
meteorcloudy
le 18 juin 2020
Je vais essayer cela avec les artefacts r1.12 que j'ai déjà et voir si cela fonctionne comme prévu.
voici le fichier .params lequel je travaille
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
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/DEFAULTLIB:msvcrt.lib
@Artem-B au cas où il aurait des idées sur le problème d'origine, qui semble se répéter avec un binaire lié statiquement.
gunan
le 20 juin 2020
👍1
Je travaille toujours avec les artefacts r1.12 comme cibles de lien pour mon binaire. Le simple fait de gérer les chemins de recherche et le nombre de cibles de liens signifie qu'il existe de nombreuses possibilités d'échec, j'en ai découvert beaucoup jusqu'à présent. Quand j'aurai trouvé la permutation réussie, je vous le ferai savoir.
samhodge
le 20 juin 2020
attendez, les champs protobuf semblent agir sainement dans la bibliothèque liée statiquement, n'est-ce pas ? J'ai mal lu les sorties que vous avez postées.
gunan
le 20 juin 2020
👍1
J'ai également reçu une réponse de l'équipe protobuf. Ils soupçonnent que le comportement peut être causé par un double lien :
Pour déterminer si un champ de chaîne vide par défaut est défini ou non, nous vérifions si l'adresse de la chaîne correspond à l'adresse d'une chaîne vide singleton. Je pense que vous pouvez vous retrouver avec des problèmes si le runtime protobuf est dupliqué dans plusieurs bibliothèques partagées, car il existe alors plusieurs copies de cette chaîne vide "singleton" et nous ne pouvons pas dire de manière fiable si un champ de chaîne est défini ou non.
Donc, on dirait que lier deux fois protobuf peut provoquer ce bogue. semble que la liaison statique peut résoudre le problème.
Cependant, pour TF, le problème avec l'offre d'une bibliothèque pour la liaison statique est la taille du binaire. Mais il semble que vous ayez pu "hacker ensemble" une solution.
gunan
le 20 juin 2020
attendez, les champs protobuf semblent agir sainement dans la bibliothèque liée statiquement, n'est-ce pas ? J'ai mal lu les sorties que vous avez postées.
Oui et j'ai eu des preuves de ce comportement avec mes versions macOS et Linux de mon logiciel qui sont déjà liées de manière statique en faisant un collage de tous mes symboles et en les réarchivant dans un symbole smoothy. en utilisant ar comme mentionné ici :
https://github.com/tensorflow/tensorflow/issues/28388#issuecomment -578539242
Mais ar n'existe pas sur Windows 10 et l'utilisation link.exe a échoué pour les dépenses de calcul.
Donc, après avoir vu le détail du fonctionnement bazel avec les fichiers .param , je peux voir quels fichiers .a .lo .lib lier statiquement sous MSVC 2015 donc nous n'obtenons pas libprotobuf.lib et libprotobuf.dll dans les symboles qui sont déjà présents dans tensorflow_cc.lib et tensorflow_cc.dll , ce qui est ce que est à l'origine du comportement signalé sur ce ticket.
samhodge
le 20 juin 2020
Je suis à 36 symboles manquants une fois que ce nombre est égal à zéro, je peux tester.
samhodge
le 20 juin 2020
J'ai oublié que j'ai aussi une dépendance sur le cadre peut-être que ce sont les symboles manquants
samhodge
le 20 juin 2020
Je pense que j'ai besoin d'un lien statique un peu plus "prêt à l'emploi"
ma solution piratée sans lien avec les tampons de protocole ( protobuf_archive ) 3.6.0 sur tensorflow r1.12
me laisse avec les symboles manquants suivants
Sans miser sur la propriété, tout cela provient de fichiers .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'"
voici une liste de mes 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++_codege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basé sur
bazel-tensorflow\bazel-out\x64_windows-opt\bin\tensorflow
bazel-tensorflow\bazel-out\x64_windows-opt\bin\external comme chemins de recherche
cela vient des informations contenues dans
libtensorflow_cc.so-2.params et libtensorflow_framework.so-2.params
samhodge
le 20 juin 2020
Tout devient une boîte de vers en utilisant un fichier .vcxproj pour le configurer.
La limite de caractères entre en jeu encore et encore, avec une limite de caractères de 65 000, vous êtes bourré à chaque tour. L'histoire 16 bits du système d'exploitation Windows a beaucoup à répondre.
samhodge
le 20 juin 2020
Peut-être que si j'ajoute simplement les fichiers .obj des fichiers .pb.cc directement, cela réparera les symboles manquants.
samhodge
le 20 juin 2020
@gunan @meteorcloudy @Artem-B
Ajouter simplement
../../../tensorflow-r1.12/bazel-tensorflow/bazel-out/x64_windows-opt/bin/tensorflow/core/_objs/protos_all_proto_cc_impl/config.pb.o
Les objets étant liés vous passez de 34 symboles manquants à 164 symboles manquants.
J'ai vraiment besoin d'un guide d'expert sur la façon d'exécuter le code C++ suivant dans 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;
}
Jusqu'au système d'exploitation, au compilateur, à la version bazel, à la version CUDA, etc.
Le problème n'est pas isolé à r1.12 ou r2.2 , il est systémique à la façon dont protobuf fonctionne avec la liaison sous Windows.
Nous n'avons pas de solution pour la liaison statique, mais c'est une exigence pour que le code ci-dessus s'exécute correctement.
Ma solution piratée ne fonctionne pas au-delà de la version simple du pilote, sous MSVC 2019 avec r2.2
Il était basé sur l'ajout des entrées à la cible tensorflow_cc.dll sous r2.2 en enregistrant le script de liaison .params
Ainsi, l'utilisation des entrées pour libtensorflow_cc.so sous r1.12 devrait fonctionner de la même manière, mais ce n'est pas le cas, car elles laissent des symboles manquants pour les fichiers compilés basés .proto .
Je ne sais pas ce qui cause ce comportement.
samhodge
le 20 juin 2020
Par exemple, si le fichier core/platform/windows/port.cc contient les symboles de port ::InitMain, comment puis-je trouver quel artefact contient les symboles de la version compilée de ce code ?
C'est l'un des symboles manquants qui figurait dans la liste, lors de la liaison dynamique.
Donc, si les entrées du fichier .dll sont présentes lors de la liaison statique. Pourquoi ce symbole manque-t-il ?
Peut-être que si je peux résoudre ce problème, je peux appliquer une logique similaire aux 33 symboles manquants restants
Sam
samhodge
le 20 juin 2020
OK, j'ai suivi cela avec un grep récursif à travers les fichiers .params à la recherche de port.o partir du fichier core/platform/windows/port.cc et il a d'abord été regroupé dans libframework_internal_impl.lo et liblib_internal_impl.a puis quel example.obj est lié aux deux pour faire un .dll
Donc, les symboles devraient être là deux fois !
Une curiosité que j'ai est le /DEFAULTLIB:msvrt.lib vs /DEFAULTLIB:libcmt.lib
voir:
https://docs.microsoft.com/en-us/cpp/c-runtime-library/crt-library-features?view=vs-2019
example.obj qui fera example.dll lorsqu'il est lié à tous les symboles TF et autres Cool Stuff (tm). utilise /DEFAULTLIB:libcmt.lib alors que le tensorflow_cc.dll a été fait avec /DEFAULTLIB:msvc
samhodge
le 21 juin 2020
libtensorflow_cc.so-2.params.zip
OK, j'ai suivi cela avec un grep récursif à travers les fichiers .params à la recherche de port.o partir du fichier core/platform/windows/port.cc et il a d'abord été regroupé dans libframework_internal_impl.lo et liblib_internal_impl.a puis quel example.obj est lié aux deux pour faire un .dll
Donc, les symboles devraient être là deux fois !
Une curiosité que j'ai est le /DEFAULTLIB:msvrt.lib vs /DEFAULTLIB:libcmt.lib
voir:
https://docs.microsoft.com/en-us/cpp/c-runtime-library/crt-library-features?view=vs-2019
example.obj qui fera example.dll lorsqu'il est lié à tous les symboles TF et autres Cool Stuff (tm). utilise /DEFAULTLIB:libcmt.lib alors que le tensorflow_cc.dll a été fabriqué avec /DEFAULTLIB:msvcrt.lib Je ne pense pas que ce soit la cause de tous mes tracas.
Mais si nous sommes dans la situation où l'inclusion de symboles protobuf plus d'une fois, le fait que libtensorflow_cc.so inclut port.cc via libframework_internal_impl.lo et via liblib_internal_impl.a Je sais que port.cc n'est pas un fichier .proto mais si cela se produit avec certains fichiers source, cela pourrait se produire avec d'autres.
C'est avant que je commence à pirater.
voir fichier joint, libtensorflow_cc.so-2.params.zip
samhodge
le 21 juin 2020
@meteorcloudy @sanjoy @gunan
Nous avons établi deux choses
L'inclusion des mêmes symboles deux fois lors de la liaison peut entraîner un comportement inattendu
Tensorflow inclut le même fichier port.o avec les mêmes symboles au moins deux fois
Pouvons-nous nous assurer que l'entrée dans une cible bazel a une représentation graphique acyclique dirigée?
Il semble que mon approche consistant à obtenir l'ensemble d'union de tous les fichiers objets sous Linux et MacOS permette d'obtenir ce résultat
Mais on sera face à un fichier .a qui fait plus de 2Go sans parler de l'alimentation des arguments via des listes inférieures à 65K caractères
Comment nous procédons?
Sam
samhodge
le 22 juin 2020
Inclure deux fois le même symbole entraîne ODR ( une règle de définition ) et c'est UB / sujet aux erreurs.
Nous avons plusieurs violations ODR dans TF, nous devons les identifier et les corriger. Merci d'avoir découvert que port.o en est la cause !
mihaimaruseac
le 22 juin 2020
Je suppose que la conclusion suivante serait de trouver la taille de l'Union de tous les fichiers d'objets requis par une recherche récursive de fichiers .params, puis de créer une stratégie de liaison avec une complexité inférieure à n factorielle, ce qui a été ma dernière tentative échouant après un temps de six heures en dehors
Ensuite, voyez si la liaison finale est inférieure à 2 Go
Je suppose que c'est un résultat binaire testable, le fichier aura une taille supérieure ou inférieure à 2 Go
Sam
samhodge
le 22 juin 2020
Désolé pour une question peut-être stupide, mais quelle solution de contournement est la "finale" ?
J'ai des problèmes avec le placement de périphérique sur Windows en C++ (en gros, je ne peux rien placer de manière fiable sur un GPU particulier, si plusieurs sont suffisamment capables pour exécuter Tensorflow), que j'ai essayé de résoudre avec options.config.mutable_gpu_options()->set_visible_device_list("0"); pour travailler avec GPU 0.
Cependant, cela conduit à un plantage : 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
J'ai pensé que cette erreur pourrait avoir quelque chose à voir avec ce qui est décrit dans ce fil, car pour moi, les pointeurs pour visible_device_list et par exemple allocator_type sont également identiques, ce qui entraînera probablement des erreurs d'analyse plus tard .
Toute façon de naviguer autour de cela est appréciée!
MikhailStartsev
le 2 oct. 2020
Je vous souhaite bonne.
La solution est bloquée par deux problèmes.
La DLL ne peut pas être liée dynamiquement car les symboles de lib protobuf chevaucheront les symboles de Tensorflow
La liaison statique mène à une archive de symboles de fichier objet qui est plus grande de 2 Go
Alors tant qu'il y a ça
Je pense que cela peut prendre plusieurs heures pour accumuler tous les symboles dans le fichier obj pour créer une archive statique.
samhodge
le 3 oct. 2020
Cela pourrait aider
samhodge
le 3 oct. 2020
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Commentaire le plus utile
OK donc c'est FIXE YAYAYAAYA !
voici la sortie
Le fichier
TFDriver.cpp```#include "tensorflow/core/protobuf/control_flow.pb.h"
inclure "tensorflow/core/protobuf/config.pb.h"
inclure
int main() {
tensorflow::GPUOptions gpu_options ;
}
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;external\llvm-project\llvm\libfrontend_open_mp.a
;external\llvm-project\llvm\libipo.a
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;external\llvm-project\llvm\libamdgpu_info.a
;external\llvm-project\llvm\libamdgpu_desc.a
;external\llvm-project\llvm\libamdgpu_code_gen.a
;tensorflow\compiler\xla\service\gpu\llvm_gpu_backend\libllvm_gpu_backend.a
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;tensorflow\compiler\xla\service\libhlo_cse.a
;tensorflow\compiler\xla\service\libhlo_query.a
;external\mkl_dnn\libmkldnn_single_threaded.a
;tensorflow\core\kernels\libeigen_contraction_kernel_with_mkl.a
;tensorflow\compiler\xla\service\cpu\libruntime_single_threaded_matmul.a
;tensorflow\compiler\xla\service\libtuple_util.a
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;tensorflow\compiler\xla\libexecution_options_util.a
;tensorflow\compiler\xla\client\libsharding_builder.a
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;tensorflow\compiler\xla\service\libhlo_creation_utils.a
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;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
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;tensorflow\compiler\xla\service\gpu\libgpu_conv_padding_legalization.a
;tensorflow\compiler\xla\service\libzero_sized_hlo_elimination.a
;tensorflow\compiler\xla\service\libwhile_loop_analysis.a
;tensorflow\compiler\xla\service\libwhile_loop_trip_count_annotator.a
;tensorflow\compiler\xla\service\libwhile_loop_simplifier.a
;tensorflow\compiler\xla\service\libwhile_loop_constant_sinking.a
;tensorflow\compiler\xla\service\libtranspose_folding.a
;tensorflow\compiler\xla\service\libop_expander_pass.a
;tensorflow\compiler\xla\service\libstable_sort_expander.a
;tensorflow\compiler\xla\service\libsort_simplifier.a
;tensorflow\compiler\xla\service\libslow_operation_alarm.a
;tensorflow\compiler\xla\service\libslice_sinker.a
;tensorflow\compiler\xla\client\lib\libloops.a
;tensorflow\compiler\xla\client\lib\libarithmetic.a
;tensorflow\compiler\xla\client\lib\libmath.a
;tensorflow\compiler\xla\client\lib\libprng.a
;tensorflow\compiler\xla\service\librng_expander.a
;tensorflow\compiler\xla\service\librng_bit_generator_expander.a
;tensorflow\compiler\xla\service\libreshape_mover.a
;tensorflow\compiler\xla\service\libhlo_subcomputation_unification.a
;tensorflow\compiler\xla\service\libhlo_get_dimension_size_rewriter.a
;tensorflow\compiler\xla\service\libhlo_element_type_converter.a
;tensorflow\compiler\xla\service\libflatten_call_graph.a
;tensorflow\compiler\xla\service\libdynamic_index_splitter.a
;tensorflow\compiler\xla\service\libdot_decomposer.a
;tensorflow\compiler\xla\service\libdepthwise_convolution_converter.a
;tensorflow\compiler\xla\service\libconvolution_group_converter.a
;tensorflow\compiler\xla\service\libconvolution_4d_expander.a
;tensorflow\compiler\xla\service\libconditional_simplifier.a
;tensorflow\compiler\xla\service\libbatchnorm_expander.a
;tensorflow\compiler\xla\service\liball_reduce_combiner.a
;tensorflow\compiler\xla\service\gpu\libvariadic_op_splitter.a
;tensorflow\compiler\xla\service\gpu\libtree_reduction_rewriter.a
;tensorflow\compiler\xla\service\gpu\libstream_assignment.a
;tensorflow\compiler\xla\service\gpu\libreduction_layout_normalizer.a
;tensorflow\compiler\xla\service\gpu\libreduction_dimension_grouper.a
;tensorflow\compiler\xla\service\gpu\libreduction_degenerate_dim_remover.a
;tensorflow\compiler\xla\service\gpu\libpartition_assignment.a
;tensorflow\compiler\xla\service\libmulti_output_fusion.a
;tensorflow\compiler\xla\service\llvm_ir\libir_array.a
;tensorflow\compiler\xla\service\llvm_ir\libllvm_loop.a
;tensorflow\compiler\xla\service\llvm_ir\libloop_emitter.a
;tensorflow\compiler\xla\service\libelemental_ir_emitter.a
;tensorflow\compiler\xla\service\llvm_ir\libtuple_ops.a
;tensorflow\compiler\xla\service\llvm_ir\libfused_ir_emitter.a
;tensorflow\compiler\xla\service\libinstruction_fusion.a
;tensorflow\compiler\xla\service\libfusion_node_indexing_evaluation.a
;tensorflow\compiler\xla\service\gpu\libgpu_fusible.a
;tensorflow\compiler\xla\service\gpu\libinstruction_fusion.a
;tensorflow\compiler\xla\service\gpu\libmulti_output_fusion.a
;tensorflow\compiler\xla\service\gpu\libparallel_loop_emitter.a
;tensorflow\compiler\xla\service\llvm_ir\libkernel_support_library.a
;tensorflow\compiler\xla\service\llvm_ir\libsort_util.a
;tensorflow\compiler\xla\service\llvm_ir\libdynamic_update_slice_util.a
;tensorflow\compiler\xla\service\llvm_ir\libbuffer_assignment_util.a
;tensorflow\compiler\xla\service\libcustom_call_target_registry.a
;tensorflow\compiler\xla\service\gpu\libhlo_execution_profiler.a
;tensorflow\compiler\xla\service\gpu\libgpu_executable_run_options.a
;tensorflow\compiler\xla\service\gpu\libgpu_constants.a
;tensorflow\compiler\xla\service\gpu\libbuffer_allocations.a
;tensorflow\compiler\xla\service\gpu\libthunk.a
;tensorflow\stream_executor\gpu\libgpu_stream.a
;tensorflow\stream_executor\gpu\libgpu_timer.a
;tensorflow\stream_executor\cuda\libcuda_kernel.a
;tensorflow\stream_executor\gpu\libgpu_event.a
;tensorflow\stream_executor\cuda\libcuda_event.a
;tensorflow\stream_executor\gpu\libgpu_activation.a
;tensorflow\stream_executor\cuda\libcuda_gpu_executor.lo
;tensorflow\compiler\xla\service\libcollective_ops_utils.a
;tensorflow\compiler\xla\service\gpu\libnccl_all_reduce_thunk.a
;tensorflow\compiler\xla\service\libtransfer_manager.a
;tensorflow\compiler\xla\service\gpu\liboutfeed_manager.a
;tensorflow\compiler\xla\service\gpu\libinfeed_manager.a
;tensorflow\compiler\xla\service\gpu\libgpu_debug_info_manager.a
;tensorflow\compiler\xla\service\gpu\libgpu_conv_runner.a
;tensorflow\compiler\xla\service\gpu\libcudnn_batchnorm_runner.a
;tensorflow\stream_executor\cuda\libcusolver_stub.a
;tensorflow\compiler\xla\service\gpu\libcusolver_context.a
;tensorflow\compiler\xla\service\gpu\libgpu_executable.a
;tensorflow\compiler\xla\service\gpu\libthunk_emitter.a
;tensorflow\compiler\xla\service\llvm_ir\libalias_analysis.a
;tensorflow\compiler\xla\service\gpu\libhlo_to_ir_bindings.a
;tensorflow\compiler\xla\service\llvm_ir\libmath_ops.a
;tensorflow\compiler\xla\service\gpu\libelemental_ir_emitter.a
;tensorflow\compiler\xla\service\gpu\libir_emitter.a
;tensorflow\compiler\xla\service\gpu\libhorizontal_fusion.a
;tensorflow\compiler\xla\service\libscatter_expander.a
;tensorflow\compiler\xla\service\gpu\libgpu_scatter_expander.a
;tensorflow\compiler\xla\service\gpu\libgpu_sanitize_constant_names.a
;tensorflow\compiler\xla\service\libhlo_memory_scheduler.a
;tensorflow\compiler\xla\service\gpu\libgpu_hlo_schedule.a
;tensorflow\compiler\xla\service\libcopy_insertion.a
;tensorflow\compiler\xla\service\gpu\libgpu_copy_insertion.a
;tensorflow\stream_executor\gpu\libredzone_allocator.a
;tensorflow\compiler\xla\service\gpu\libbuffer_comparator.a
;tensorflow\core\util\proto\libproto_utils.a
;tensorflow\compiler\xla\service\gpu\libgpu_autotuning_proto_cc_impl.lo
;tensorflow\compiler\xla\service\gpu\libhlo_algorithm_blacklist.a
;tensorflow\compiler\xla\service\gpu\libgpu_conv_algorithm_picker.a
;tensorflow\compiler\xla\service\gpu\libgemm_rewriter.a
;tensorflow\compiler\xla\service\gpu\libfusion_merger.a
;tensorflow\compiler\xla\service\gpu\libcudnn_pad_for_convolutions.a
;tensorflow\compiler\xla\service\gpu\libcudnn_batchnorm_rewriter.a
;tensorflow\compiler\xla\service\gpu\libalias_passthrough_params.a
;tensorflow\compiler\xla\service\gpu\libgpu_compiler.a
;tensorflow\compiler\xla\service\gpu\libgemm_algorithm_picker.a
;tensorflow\compiler\xla\service\gpu\libcusolver_rewriter.a
;tensorflow\compiler\xla\service\gpu\libcudnn_fused_conv_rewriter.a
;tensorflow\compiler\xla\service\gpu\libcublas_gemm_pad_for_tensor_cores.a
;tensorflow\compiler\xla\service\gpu\libnvptx_compiler_impl.a
;tensorflow\compiler\xla\service\gpu\libnvptx_compiler.lo
;tensorflow\compiler\xla\service\libgeneric_transfer_manager.lo
;tensorflow\compiler\xla\service\gpu\libgpu_transfer_manager.lo
;tensorflow\compiler\xla\service\libplatform_util.a
;tensorflow\compiler\xla\service\libbackend.a
;tensorflow\compiler\xla\service\libexecution_tracker.a
;tensorflow\compiler\xla\service\libcompilation_cache.a
;tensorflow\compiler\xla\service\libchannel_tracker.a
;tensorflow\compiler\xla\service\liballocation_tracker.a
;tensorflow\compiler\xla\service\libservice.lo
;tensorflow\stream_executor\cuda\libcurand_stub.a
;tensorflow\stream_executor\cuda\libcurand_plugin.lo
;tensorflow\stream_executor\cuda\libcufft_stub.a
;tensorflow\stream_executor\cuda\libcufft_plugin.lo
;tensorflow\stream_executor\cuda\libcudnn_stub.a
;tensorflow\stream_executor\cuda\libcudnn_version.a
;tensorflow\stream_executor\cuda\libcudnn_plugin.lo
;tensorflow\stream_executor\cuda\libcuda_platform.lo
;tensorflow\stream_executor\cuda\libcublas_stub.a
;tensorflow\stream_executor\cuda\libcublas_plugin.lo
;tensorflow\core\libgpu_lib.a
;tensorflow\core\liblogging_ops_op_lib.lo
;tensorflow\core\libarray_ops_op_lib.lo
;tensorflow\compiler\mlir\tensorflow\libmlir_passthrough_op.lo
;tensorflow\c\libtf_status.a
;tensorflow\c\libtf_datatype.lo
;tensorflow\c\libtf_status_helper.a
;tensorflow\c\libtf_tensor.a
;tensorflow\c\libops.lo
;tensorflow\c\kernels\libbitcast_op_lib.lo
;tensorflow\core\libword2vec_ops.lo
;tensorflow\core\libuser_ops_op_lib.lo
;tensorflow\core\libtraining_ops_op_lib.lo
;tensorflow\core\protobuf\tpu\libtpu_embedding_output_layout_proto_cc_impl.lo
;tensorflow\core\protobuf\tpu\liboptimization_parameters_proto_cc_impl.lo
;tensorflow\core\protobuf\tpu\libtpu_embedding_configuration_proto_cc_impl.lo
;tensorflow\core\tpu\libtpu_embedding_output_layout_utils.a
;tensorflow\core\tpu\libtpu_embedding_optimization_parameters_utils.a
;tensorflow\core\libtpu_replication_ops_op_lib.lo
;tensorflow\core\libtpu_ordinal_selector_ops_op_lib.lo
;tensorflow\core\libtpu_outfeed_ops_op_lib.lo
;tensorflow\core\libtpu_infeed_ops_op_lib.lo
;tensorflow\core\libtpu_host_compute_ops_op_lib.lo
;tensorflow\core\libtpu_heartbeat_ops_op_lib.lo
;tensorflow\core\libtpu_functional_ops_op_lib.lo
;tensorflow\core\libtpu_embedding_ops_op_lib.lo
;tensorflow\core\libtpu_cross_replica_ops_op_lib.lo
;tensorflow\core\libtpu_configuration_ops_op_lib.lo
;tensorflow\core\libstring_ops_op_lib.lo
;tensorflow\core\libstateless_random_ops_op_lib.lo
;tensorflow\core\libstate_ops_op_lib.lo
;tensorflow\core\libspectral_ops_op_lib.lo
;tensorflow\core\libsummary_ops_op_lib.lo
;tensorflow\core\libsparse_ops_op_lib.lo
;tensorflow\core\libsparse_csr_matrix_ops_op_lib.lo
;tensorflow\core\libset_ops_op_lib.lo
;tensorflow\core\libsendrecv_ops_op_lib.lo
;tensorflow\core\libsdca_ops_op_lib.lo
;tensorflow\core\libscript_ops_op_lib.lo
;tensorflow\core\libscoped_allocator_ops_op_lib.lo
;tensorflow\core\librpc_ops_op_lib.lo
;tensorflow\core\libresource_variable_ops_op_lib.lo
;tensorflow\core\libremote_fused_graph_ops_op_lib.lo
;tensorflow\core\libstateful_random_ops_op_lib.lo
;tensorflow\core\libspecial_math_ops_op_lib.lo
;tensorflow\core\librnn_ops_op_lib.lo
;tensorflow\core\libradom_ops_op_lib.lo
;tensorflow\core\libragged_to_dense_util.a
;tensorflow\core\libragged_math_ops_op_lib.lo
;tensorflow\core\libragged_conversion_ops_op_lib.lo
;tensorflow\core\libragged_array_ops_op_lib.lo
;tensorflow\core\libparsing_ops_op_lib.lo
;tensorflow\core\libno_op_op_lib.lo
;tensorflow\core\libnn_ops_op_lib.lo
;tensorflow\core\libnccl_ops_op_lib.lo
;tensorflow\core\libmath_ops_op_lib.lo
;tensorflow\core\libmanip_ops_op_lib.lo
;tensorflow\core\liblookup_ops_op_lib.lo
;tensorflow\core\liblist_ops_op_lib.lo
;tensorflow\core\liblinalg_ops_op_lib.lo
;tensorflow\core\libio_ops_op_lib.lo
;tensorflow\core\libimage_ops_op_lib.lo
;tensorflow\core\libfunctional_ops_op_lib.lo
;tensorflow\core\libfunction_ops_op_lib.lo
;tensorflow\core\libexperimental_dataset_ops_op_lib.lo
;tensorflow\core\libencode_proto_ops_op_lib.lo
;tensorflow\core\libdecode_proto_ops_op_lib.lo
;tensorflow\core\libdebug_ops_op_lib.lo
;tensorflow\core\libdataset_ops_op_lib.lo
;tensorflow\core\libdata_flow_ops_op_lib.lo
;tensorflow\core\libcudnn_rnn_ops_op_lib.lo
;tensorflow\core\libctc_ops_op_lib.lo
;tensorflow\core\libcontrol_flow_ops_op_lib.lo
;tensorflow\core\libcollective_ops_op_lib.lo
;tensorflow\core\libclustering_ops_op_lib.lo
;tensorflow\core\libcheckpoint_ops_op_lib.lo
;tensorflow\core\libcandidate_sampling_ops_op_lib.lo
;tensorflow\core\libtensor_forest_ops_op_lib.lo
;tensorflow\core\libboosted_trees_ops_op_lib.lo
;tensorflow\core\libbitwise_ops_op_lib.lo
;tensorflow\core\libbatch_ops_op_lib.lo
;tensorflow\core\libaudio_ops_op_lib.lo
;tensorflow\core\kernels\libsendrecv_ops.lo
;tensorflow\core\kernels\libno_op.lo
;tensorflow\core\libfunctional_grad.lo
;tensorflow\core\libgraph.a
;tensorflow\core\grappler\libutils.a
;tensorflow\core\grappler\libop_types.a
;tensorflow\core\grappler\utils\libtransitive_fanin.a
;tensorflow\core\grappler\libgrappler_item.a
;tensorflow\core\libcore_cpu_base_no_ops.a
;tensorflow\core\grappler\utils\libfunctions.a
;tensorflow\core\libbfc_allocator.a
;tensorflow\core\libcore_cpu_impl.lo
;tensorflow\core\grappler\libgraph_view.a
;tensorflow\core\grappler\libgraph_topology_view.a
;tensorflow\core\grappler\utils\libtopological_sort.a
;tensorflow\core\grappler\verifiers\libstructure_verifier.a
;tensorflow\core\grappler\utils\libtpu.a
;tensorflow\core\grappler\utils\libcolocation.a
;tensorflow\core\grappler\utils\libcanonicalizer.a
;tensorflow\core\libgpu_id_impl.a
;tensorflow\core\grappler\clusters\libutils.a
;tensorflow\core\grappler\clusters\libcluster.a
;tensorflow\core\libgpu_init_impl.lo
;tensorflow\core\grappler\libdevices.a
;tensorflow\core\grappler\costs\libvirtual_placer.a
;tensorflow\core\grappler\costs\libcost_estimator.a
;tensorflow\core\grappler\costs\libutils.a
;tensorflow\core\grappler\optimizers\libevaluation_utils.a
;tensorflow\core\grappler\libmutable_graph_view.a
;tensorflow\core\grappler\costs\libgraph_properties.a
;tensorflow\core\grappler\costs\libvirtual_scheduler.a
;tensorflow\core\grappler\costs\libop_level_cost_estimator.a
;%(Dépendances supplémentaires)
```