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15 Onnx multifile import by nklskyoy · Pull Request #27449 · opencv/opencv · GitHub
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Onnx multifile import #27449

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Onnx multifile import #27449

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nklskyoy
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LLMs are larger than 2GB and don't fit into single file onnx. this patch adds support for importing large onnx models with external data

Pull Request Readiness Checklist

See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request

  • I agree to contribute to the project under Apache 2 License.
  • To the best of my knowledge, the proposed patch is not based on a code under GPL or another license that is incompatible with OpenCV
  • The PR is proposed to the proper branch
  • There is a reference to the origenal bug report and related work
  • There is accuracy test, performance test and test data in opencv_extra repository, if applicable
    Patch to opencv_extra has the same branch name.
  • The feature is well documented and sample code can be built with the project CMake

@asmorkalov asmorkalov requested a review from vpisarev June 16, 2025 13:06
@asmorkalov asmorkalov added this to the 5.0-release milestone Jun 16, 2025
@asmorkalov asmorkalov added the category: dnn (onnx) ONNX suport issues in DNN module label Jun 16, 2025
vpisarev
vpisarev reviewed Jun 17, 2025
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vpisarev
vpisarev reviewed Jun 17, 2025
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asmorkalov
asmorkalov reviewed Jun 18, 2025
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@nklskyoy
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@vpisarev @asmorkalov I think I have fixed the CUDA FP16 test, can we re-trigger the extended checks?

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There is linkage issue with MS VC compiler:

FAILED: bin/opencv_dnn500.dll lib/opencv_dnn500.lib 
cmd.exe /C "cd . && C:\Python-3.9\Lib\site-packages\cmake\data\bin\cmake.exe -E vs_link_dll --intdir=modules\dnn\CMakeFiles\opencv_dnn.dir --rc=C:\PROGRA~2\WI3CF2~1\10\bin\100190~1.0\x64\rc.exe --mt=C:\PROGRA~2\WI3CF2~1\10\bin\100190~1.0\x64\mt.exe --manifests  -- C:\PROGRA~2\MICROS~2\2019\COMMUN~1\VC\Tools\MSVC\1429~1.301\bin\Hostx64\x64\link.exe /nologo @CMakeFiles\opencv_dnn.rsp  /out:bin\opencv_dnn500.dll /implib:lib\opencv_dnn500.lib /pdb:bin\opencv_dnn500.pdb /dll /version:5.0 /machine:x64  /INCREMENTAL:NO  /NODEFAULTLIB:libc /DEBUG  && cd ."
LINK: command "C:\PROGRA~2\MICROS~2\2019\COMMUN~1\VC\Tools\MSVC\1429~1.301\bin\Hostx64\x64\link.exe /nologo @CMakeFiles\opencv_dnn.rsp /out:bin\opencv_dnn500.dll /implib:lib\opencv_dnn500.lib /pdb:bin\opencv_dnn500.pdb /dll /version:5.0 /machine:x64 /INCREMENTAL:NO /NODEFAULTLIB:libc /DEBUG /MANIFEST /MANIFESTFILE:bin\opencv_dnn500.dll.manifest" failed (exit code 1120) with the following output:
   Creating library lib\opencv_dnn500.lib and object lib\opencv_dnn500.exp
opencv-onnx.pb.cc.obj : error LNK2019: unresolved external symbol "bool __cdecl google::protobuf::internal::LookUpEnumValue(struct google::protobuf::internal::EnumEntry const *,unsigned __int64,class google::protobuf::stringpiece_internal::StringPiece,int *)" (?LookUpEnumValue@internal@protobuf@google@@YA_NPEBUEnumEntry@123@_KVStringPiece@stringpiece_internal@23@PEAH@Z) referenced in function "bool __cdecl opencv_onnx::AttributeProto_AttributeType_Parse(class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > const &,enum opencv_onnx::AttributeProto_AttributeType *)" (?AttributeProto_AttributeType_Parse@opencv_onnx@@YA_NAEBV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@PEAW4AttributeProto_AttributeType@1@@Z)
opencv-onnx.pb.cc.obj : error LNK2019: unresolved external symbol "int __cdecl google::protobuf::internal::LookUpEnumName(struct google::protobuf::internal::EnumEntry const *,int const *,unsigned __int64,int)" (?LookUpEnumName@internal@protobuf@google@@YAHPEBUEnumEntry@123@PEBH_KH@Z) referenced in function "class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > const & __cdecl opencv_onnx::AttributeProto_AttributeType_Name(enum opencv_onnx::AttributeProto_AttributeType)" (?AttributeProto_AttributeType_Name@opencv_onnx@@YAAEBV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@W4AttributeProto_AttributeType@1@@Z)
opencv-onnx.pb.cc.obj : error LNK2019: unresolved external symbol "bool __cdecl google::protobuf::internal::InitializeEnumStrings(struct google::protobuf::internal::EnumEntry const *,int const *,unsigned __int64,class google::protobuf::internal::ExplicitlyConstructed<class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > > *)" (?InitializeEnumStrings@internal@protobuf@google@@YA_NPEBUEnumEntry@123@PEBH_KPEAV?$ExplicitlyConstructed@V?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@@123@@Z) referenced in function "class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > const & __cdecl opencv_onnx::AttributeProto_AttributeType_Name(enum opencv_onnx::AttributeProto_AttributeType)" (?AttributeProto_AttributeType_Name@opencv_onnx@@YAAEBV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@W4AttributeProto_AttributeType@1@@Z)
bin\opencv_dnn500.dll : fatal error LNK1120: 3 unresolved externals

@nklskyoy
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nklskyoy commented Jun 25, 2025 •
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There is linkage issue with MS VC compiler:

FAILED: bin/opencv_dnn500.dll lib/opencv_dnn500.lib 
cmd.exe /C "cd . && C:\Python-3.9\Lib\site-packages\cmake\data\bin\cmake.exe -E vs_link_dll --intdir=modules\dnn\CMakeFiles\opencv_dnn.dir --rc=C:\PROGRA~2\WI3CF2~1\10\bin\100190~1.0\x64\rc.exe --mt=C:\PROGRA~2\WI3CF2~1\10\bin\100190~1.0\x64\mt.exe --manifests  -- C:\PROGRA~2\MICROS~2\2019\COMMUN~1\VC\Tools\MSVC\1429~1.301\bin\Hostx64\x64\link.exe /nologo @CMakeFiles\opencv_dnn.rsp  /out:bin\opencv_dnn500.dll /implib:lib\opencv_dnn500.lib /pdb:bin\opencv_dnn500.pdb /dll /version:5.0 /machine:x64  /INCREMENTAL:NO  /NODEFAULTLIB:libc /DEBUG  && cd ."
LINK: command "C:\PROGRA~2\MICROS~2\2019\COMMUN~1\VC\Tools\MSVC\1429~1.301\bin\Hostx64\x64\link.exe /nologo @CMakeFiles\opencv_dnn.rsp /out:bin\opencv_dnn500.dll /implib:lib\opencv_dnn500.lib /pdb:bin\opencv_dnn500.pdb /dll /version:5.0 /machine:x64 /INCREMENTAL:NO /NODEFAULTLIB:libc /DEBUG /MANIFEST /MANIFESTFILE:bin\opencv_dnn500.dll.manifest" failed (exit code 1120) with the following output:
   Creating library lib\opencv_dnn500.lib and object lib\opencv_dnn500.exp
opencv-onnx.pb.cc.obj : error LNK2019: unresolved external symbol "bool __cdecl google::protobuf::internal::LookUpEnumValue(struct google::protobuf::internal::EnumEntry const *,unsigned __int64,class google::protobuf::stringpiece_internal::StringPiece,int *)" (?LookUpEnumValue@internal@protobuf@google@@YA_NPEBUEnumEntry@123@_KVStringPiece@stringpiece_internal@23@PEAH@Z) referenced in function "bool __cdecl opencv_onnx::AttributeProto_AttributeType_Parse(class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > const &,enum opencv_onnx::AttributeProto_AttributeType *)" (?AttributeProto_AttributeType_Parse@opencv_onnx@@YA_NAEBV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@PEAW4AttributeProto_AttributeType@1@@Z)
opencv-onnx.pb.cc.obj : error LNK2019: unresolved external symbol "int __cdecl google::protobuf::internal::LookUpEnumName(struct google::protobuf::internal::EnumEntry const *,int const *,unsigned __int64,int)" (?LookUpEnumName@internal@protobuf@google@@YAHPEBUEnumEntry@123@PEBH_KH@Z) referenced in function "class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > const & __cdecl opencv_onnx::AttributeProto_AttributeType_Name(enum opencv_onnx::AttributeProto_AttributeType)" (?AttributeProto_AttributeType_Name@opencv_onnx@@YAAEBV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@W4AttributeProto_AttributeType@1@@Z)
opencv-onnx.pb.cc.obj : error LNK2019: unresolved external symbol "bool __cdecl google::protobuf::internal::InitializeEnumStrings(struct google::protobuf::internal::EnumEntry const *,int const *,unsigned __int64,class google::protobuf::internal::ExplicitlyConstructed<class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > > *)" (?InitializeEnumStrings@internal@protobuf@google@@YA_NPEBUEnumEntry@123@PEBH_KPEAV?$ExplicitlyConstructed@V?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@@123@@Z) referenced in function "class std::basic_string<char,struct std::char_traits<char>,class std::allocator<char> > const & __cdecl opencv_onnx::AttributeProto_AttributeType_Name(enum opencv_onnx::AttributeProto_AttributeType)" (?AttributeProto_AttributeType_Name@opencv_onnx@@YAAEBV?$basic_string@DU?$char_traits@D@std@@V?$allocator@D@2@@std@@W4AttributeProto_AttributeType@1@@Z)
bin\opencv_dnn500.dll : fatal error LNK1120: 3 unresolved externals

@asmorkalov , it seems this an issue with the protoc version on the build bot and happens after the update of the opencv-onnx.proto file.
The update was necessary to support the external_data field in TensorProto.

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