Bert-tiny example fails to build with the latest FIDESlib release

[eimanaln]

I’m trying to build the examples/bert-tiny example against the current FIDESlib installation. I was able to build and install FIDESlib itself, but the bert-tiny example fails during compilation. I think the example might not be in sync with the current FIDESlib / OpenFHE versions due to the following reasons:

1. Plaintext::multPt is used but not available in the current API
Several files in examples/bert-tiny call FIDESlib::CKKS::Plaintext::multPt(...)

Examples include:
• bert-tiny/src/MatMul.cu
• bert-tiny/src/PolyApprox.cu
• bert-tiny/src/Transformer.cu

However, in the current FIDESlib::CKKS::Plaintext implementation, multPt is not part of the public API (it appears commented out / disabled). As a result, the example fails with errors like:
error: class "FIDESlib::CKKS::Plaintext" has no member "multPt"

This suggests the example code is written against an older version of the API.

2. OpenFHE macro collision (duration) breaks CUDA compilation
During compilation of the bert-tiny CUDA sources (e.g. utils.cu / utils.cuh), the build fails inside CUDA’s libc++ headers with errors like:
error: too many arguments provided to function-like macro invocation
The error points to a macro defined in OpenFHE:
#define duration(a) std::chrono::duration_cast<std::chrono::milliseconds>(a).count()

which collides with std::chrono::duration<Rep, Period> used internally by CUDA’s implementation. This makes the example fail at compile time, even though FIDESlib itself builds successfully.

Below I provide the container setup and the compilation trace of the example.

Container
• Based on Dockerfile.NVIDIA (with HIP/AMD steps removed)
• CUDA toolkit: 12.6
• Compiler: clang 17
• Patched OpenFHE installed system-wide
• FIDESlib builds and installs successfully

This is the trace of the compilation step and the error:

[  3%] Building CXX object _deps/googletest-build/googletest/CMakeFiles/gtest.dir/src/gtest-all.cc.o
[  6%] Linking CXX static library ../../../lib/libgtest.a
[  6%] Built target gtest
[ 10%] Building CXX object _deps/googletest-build/googletest/CMakeFiles/gtest_main.dir/src/gtest_main.cc.o
[ 13%] Building CXX object _deps/googletest-build/googlemock/CMakeFiles/gmock.dir/src/gmock-all.cc.o
[ 17%] Linking CXX static library ../../../lib/libgtest_main.a
[ 17%] Built target gtest_main
[ 20%] Building CXX object CMakeFiles/llm.dir/src/MatMul.cpp.o
[ 27%] Building CUDA object CMakeFiles/llm.dir/src/Inputs.cu.o
[ 27%] Building CUDA object CMakeFiles/llm.dir/src/Inputs.cuh.o
[ 31%] Building CUDA object CMakeFiles/llm.dir/src/MatMul.cu.o
[ 34%] Building CUDA object CMakeFiles/llm.dir/src/MatMul.cuh.o
[ 37%] Building CUDA object CMakeFiles/llm.dir/src/PolyApprox.cu.o
[ 41%] Building CUDA object CMakeFiles/llm.dir/src/PolyApprox.cuh.o
[ 48%] Building CUDA object CMakeFiles/llm.dir/src/utils.cu.o
[ 48%] Building CUDA object CMakeFiles/llm.dir/src/Transformer.cu.o
[ 51%] Building CUDA object CMakeFiles/llm.dir/src/Transformer.cuh.o
[ 55%] Building CUDA object CMakeFiles/llm.dir/src/Transpose.cu.o
[ 58%] Building CUDA object CMakeFiles/llm.dir/src/Transpose.cuh.o
[ 62%] Building CUDA object CMakeFiles/llm.dir/src/utils.cuh.o
In file included from /root/fideslib/examples/bert-tiny/src/utils.cu:2:
In file included from /root/fideslib/examples/bert-tiny/src/utils.cuh:9:
In file included from /usr/local/include/fideslib/CKKS/KeySwitchingKey.cuh:11:
In file included from /usr/local/include/fideslib/CKKS/RNSPoly.cuh:9:
In file included from /usr/local/include/fideslib/CKKS/LimbPartition.cuh:12:
In file included from /usr/local/include/fideslib/PeerUtils.cuh:17:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/atomic:14:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/__cuda/atomic.h:24:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/atomic:41:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/__atomic/wait/polling.h:27:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/detail/libcxx/include/__threading_support:24:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/chrono:26:
/usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/detail/libcxx/include/chrono:1099:5: error: too many arguments provided to function-like macro invocation
 1099 |     __enable_if_t<is_convertible<_Rep2, rep>::value
      |     ^
/usr/local/include/openfhe/core/utils/debug.h:198:9: note: macro 'duration' defined here
  198 | #define duration(a)    std::chrono::duration_cast<std::chrono::milliseconds>(a).count()
      |         ^
In file included from /root/fideslib/examples/bert-tiny/src/utils.cu:2:
In file included from /root/fideslib/examples/bert-tiny/src/utils.cuh:9:
In file included from /usr/local/include/fideslib/CKKS/KeySwitchingKey.cuh:11:
In file included from /usr/local/include/fideslib/CKKS/RNSPoly.cuh:9:
In file included from /usr/local/include/fideslib/CKKS/LimbPartition.cuh:12:
In file included from /usr/local/include/fideslib/PeerUtils.cuh:17:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/atomic:14:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/__cuda/atomic.h:24:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/atomic:41:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/__atomic/wait/polling.h:27:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/detail/libcxx/include/__threading_support:24:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/chrono:26:
/usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/detail/libcxx/include/chrono:1107:27: error: too many arguments provided to function-like macro invocation
 1107 |     const duration<_Rep2, _Period2>& __d,
      |                           ^
/usr/local/include/openfhe/core/utils/debug.h:198:9: note: macro 'duration' defined here
  198 | #define duration(a)    std::chrono::duration_cast<std::chrono::milliseconds>(a).cIn file included from o/root/fideslib/examples/bert-tiny/src/utils.cuhu:n9t:
(In file included from )/usr/local/include/fideslib/CKKS/KeySwitchingKey.cuh:
11      :
| In file included from /usr/local/include/fideslib/CKKS/RNSPoly.cuh        ^:
9:
In file included from /usr/local/include/fideslib/CKKS/LimbPartition.cuh:12:
In file included from /usr/local/include/fideslib/PeerUtils.cuh:17:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/atomic:14:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/__cuda/atomic.h:24:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/atomic:41:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/__atomic/wait/polling.h:27:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/detail/libcxx/include/__threading_support:24:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/chrono:26:
/usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/detail/libcxx/include/chrono:1099:5: error: too many arguments provided to function-like macro invocation
 1099 |     __enable_if_t<is_convertible<_Rep2, rep>::value
      |     ^
/usr/local/include/openfhe/core/utils/debug.h:198:9: note: macro 'duration' defined here
  198 | #define duration(a)    std::chrono::duration_cast<std::chrono::milliseconds>(a).count()
      |         ^
In file included from /root/fideslib/examples/bert-tiny/src/utils.cuh:9:
In file included from /usr/local/include/fideslib/CKKS/KeySwitchingKey.cuh:11:
In file included from /usr/local/include/fideslib/CKKS/RNSPoly.cuh:9:
In file included from /usr/local/include/fideslib/CKKS/LimbPartition.cuh:12:
In file included from /usr/local/include/fideslib/PeerUtils.cuh:17:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/atomic:14:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/__cuda/atomic.h:24:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/atomic:41:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/__atomic/wait/polling.h:27:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/detail/libcxx/include/__threading_support:24:
In file included from /usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/chrono:26:
/usr/local/cuda/bin/../targets/x86_64-linux/include/cuda/std/detail/libcxx/include/chrono:1107:27: error: too many arguments provided to function-like macro invocation
 1107 |     const duration<_Rep2, _Period2>& __d,
      |                           ^
/usr/local/include/openfhe/core/utils/debug.h:198:9: note: macro 'duration' defined here
  198 | #define duration(a)    std::chrono::duration_cast<std::chrono::milliseconds>(a).count()
      |         ^
2 errors generated.
2 errors generated.
gmake[2]: *** [CMakeFiles/llm.dir/build.make:259: CMakeFiles/llm.dir/src/utils.cuh.o] Error 1
gmake[2]: *** Waiting for unfinished jobs....
gmake[2]: *** [CMakeFiles/llm.dir/build.make:244: CMakeFiles/llm.dir/src/utils.cu.o] Error 1
[ 65%] Linking CXX static library ../../../lib/libgmock.a
[ 65%] Built target gmock
[ 68%] Building CXX object _deps/googletest-build/googlemock/CMakeFiles/gmock_main.dir/src/gmock_main.cc.o
[ 72%] Linking CXX static library ../../../lib/libgmock_main.a
[ 72%] Built target gmock_main
/usr/local/include/openfhe/pke/scheme/ckksrns/ckksrns-fhe.h(152): warning #68-D: integer conversion resulted in a change of sign
                              uint32_t modevallevels = -1) override;
                                                       ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

/root/fideslib/examples/bert-tiny/src/MatMul.cu(144): error: class "FIDESlib::CKKS::Plaintext" has no member "multPt"
              bias_masked.multPt(bias_masked, mask_row, true);
                          ^

/root/fideslib/examples/bert-tiny/src/PolyApprox.cu(202): error: class "FIDESlib::CKKS::Plaintext" has no member "multPt"
          weight_masked.multPt(weight, mask_row, true);
                        ^

/root/fideslib/examples/bert-tiny/src/PolyApprox.cu(207): error: class "FIDESlib::CKKS::Plaintext" has no member "multPt"
          bias_masked.multPt(bias, mask_row, true);
                      ^

/root/fideslib/examples/bert-tiny/src/Inputs.cu(589): warning #940-D: missing return statement at end of non-void function "FIDESlib::CKKS::CreateHeadMask"
      }
      ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

2 errors detected in the compilation of "/root/fideslib/examples/bert-tiny/src/PolyApprox.cu".
1 error detected in the compilation of "/root/fideslib/examples/bert-tiny/src/MatMul.cu".
gmake[2]: *** [CMakeFiles/llm.dir/build.make:154: CMakeFiles/llm.dir/src/PolyApprox.cu.o] Error 2
gmake[2]: *** [CMakeFiles/llm.dir/build.make:124: CMakeFiles/llm.dir/src/MatMul.cu.o] Error 2
/root/fideslib/examples/bert-tiny/src/Transformer.cu(75): error: class "FIDESlib::CKKS::Plaintext" has no member "multPt"
      double_mask.multPt(double_mask, masks.head_masks[0], true);
                  ^

1 error detected in the compilation of "/root/fideslib/examples/bert-tiny/src/Transformer.cu".
gmake[2]: *** [CMakeFiles/llm.dir/build.make:184: CMakeFiles/llm.dir/src/Transformer.cu.o] Error 2
/usr/local/include/openfhe/pke/scheme/ckksrns/ckksrns-fhe.h(152): warning #68-D: integer conversion resulted in a change of sign
                              uint32_t modevallevels = -1) override;
                                                       ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

/root/fideslib/examples/bert-tiny/src/Inputs.cu(589): warning #940-D: missing return statement at end of non-void function "FIDESlib::CKKS::CreateHeadMask"
      }
      ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

/usr/local/include/openfhe/core/lattice/hal/default/ildcrtparams.h(304): warning #3133-D: comparison is ambiguous in standard C++20 because the implied comparison operator with reversed parameters is an equally good match -- this is usually caused by a missing "const" qualifier on the comparison operator; see "lbcrypto::ILParamsImpl<IntType>::operator== [with IntType=lbcrypto::NativeInteger]" (declared at line 128 of /usr/local/include/openfhe/core/lattice/hal/default/ilparams.h)
              if (*m_params[i] != *(dcrtParams.m_params[i]))
                               ^
          detected during:
            instantiation of "__nv_bool lbcrypto::ILDCRTParams<IntType>::operator==(const lbcrypto::ElemParams<IntType> &) const [with IntType=M4Integer]" at line 117
            instantiation of class "lbcrypto::ILDCRTParams<IntType> [with IntType=M4Integer]" at line 117
            instantiation of "lbcrypto::ILDCRTParams<IntType>::ILDCRTParams(uint32_t, uint32_t, uint32_t) [with IntType=M4Integer]" at line 97 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/stl_construct.h
            instantiation of "auto std::construct_at(_Tp *, _Args &&...)->decltype((<expression>)) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 518 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/alloc_traits.h
            instantiation of "void std::allocator_traits<std::allocator<_Tp>>::construct(std::allocator_traits<std::allocator<_Tp>>::allocator_type &, _Up *, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Up=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 520 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::_Sp_counted_ptr_inplace<_Tp, _Alloc, _Lp>::_Sp_counted_ptr_inplace(_Alloc, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Lp=__gnu_cxx::_S_atomic, _Args=<>]" at line 651 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::__shared_count<_Lp>::__shared_count(_Tp *&, std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Lp=__gnu_cxx::_S_atomic, _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 1343 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::__shared_ptr<_Tp, _Lp>::__shared_ptr(std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Lp=__gnu_cxx::_S_atomic, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 410 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp>::shared_ptr(std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 863 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp> std::allocate_shared<_Tp,_Alloc,_Args...>(const _Alloc &, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 879 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp> std::make_shared<_Tp,_Args...>(_Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 396 of /usr/local/include/openfhe/core/lattice/hal/default/dcrtpoly.h

/usr/local/include/openfhe/pke/schemebase/base-cryptoparameters.h(218): warning #3133-D: comparison is ambiguous in standard C++20 because the implied comparison operator with reversed parameters is an equally good match -- this is usually caused by a missing "const" qualifier on the comparison operator; see "lbcrypto::ILDCRTParams<IntType>::operator== [with IntType=M4Integer]" (declared at line 288 of /usr/local/include/openfhe/core/lattice/hal/default/ildcrtparams.h)
          return (*m_encodingParams == *(rhs.m_encodingParams) && *m_params == *(rhs.m_params));
                                                                            ^
          detected during instantiation of "__nv_bool lbcrypto::CryptoParametersBase<Element>::CompareTo(const lbcrypto::CryptoParametersBase<Element> &) const [with Element=lbcrypto::DCRTPoly]" 

/usr/local/include/openfhe/pke/scheme/ckksrns/ckksrns-fhe.h(152): warning #68-D: integer conversion resulted in a change of sign
                              uint32_t modevallevels = -1) override;
                                                       ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

/usr/local/include/openfhe/core/lattice/hal/default/ildcrtparams.h(304): warning #3133-D: comparison is ambiguous in standard C++20 because the implied comparison operator with reversed parameters is an equally good match -- this is usually caused by a missing "const" qualifier on the comparison operator; see "lbcrypto::ILParamsImpl<IntType>::operator== [with IntType=lbcrypto::NativeInteger]" (declared at line 128 of /usr/local/include/openfhe/core/lattice/hal/default/ilparams.h)
              if (*m_params[i] != *(dcrtParams.m_params[i]))
                               ^
          detected during:
            instantiation of "__nv_bool lbcrypto::ILDCRTParams<IntType>::operator==(const lbcrypto::ElemParams<IntType> &) const [with IntType=M4Integer]" at line 117
            instantiation of class "lbcrypto::ILDCRTParams<IntType> [with IntType=M4Integer]" at line 117
            instantiation of "lbcrypto::ILDCRTParams<IntType>::ILDCRTParams(uint32_t, uint32_t, uint32_t) [with IntType=M4Integer]" at line 97 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/stl_construct.h
            instantiation of "auto std::construct_at(_Tp *, _Args &&...)->decltype((<expression>)) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 518 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/alloc_traits.h
            instantiation of "void std::allocator_traits<std::allocator<_Tp>>::construct(std::allocator_traits<std::allocator<_Tp>>::allocator_type &, _Up *, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Up=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 520 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::_Sp_counted_ptr_inplace<_Tp, _Alloc, _Lp>::_Sp_counted_ptr_inplace(_Alloc, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Lp=__gnu_cxx::_S_atomic, _Args=<>]" at line 651 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::__shared_count<_Lp>::__shared_count(_Tp *&, std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Lp=__gnu_cxx::_S_atomic, _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 1343 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::__shared_ptr<_Tp, _Lp>::__shared_ptr(std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Lp=__gnu_cxx::_S_atomic, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 410 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp>::shared_ptr(std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 863 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp> std::allocate_shared<_Tp,_Alloc,_Args...>(const _Alloc &, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 879 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp> std::make_shared<_Tp,_Args...>(_Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 396 of /usr/local/include/openfhe/core/lattice/hal/default/dcrtpoly.h

/root/fideslib/examples/bert-tiny/src/Inputs.cu(589): warning #940-D: missing return statement at end of non-void function "FIDESlib::CKKS::CreateHeadMask"
      }
      ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

/usr/local/include/openfhe/pke/schemebase/base-cryptoparameters.h(218): warning #3133-D: comparison is ambiguous in standard C++20 because the implied comparison operator with reversed parameters is an equally good match -- this is usually caused by a missing "const" qualifier on the comparison operator; see "lbcrypto::ILDCRTParams<IntType>::operator== [with IntType=M4Integer]" (declared at line 288 of /usr/local/include/openfhe/core/lattice/hal/default/ildcrtparams.h)
          return (*m_encodingParams == *(rhs.m_encodingParams) && *m_params == *(rhs.m_params));
                                                                            ^
          detected during instantiation of "__nv_bool lbcrypto::CryptoParametersBase<Element>::CompareTo(const lbcrypto::CryptoParametersBase<Element> &) const [with Element=lbcrypto::DCRTPoly]" 

/usr/local/include/openfhe/pke/scheme/ckksrns/ckksrns-fhe.h(152): warning #68-D: integer conversion resulted in a change of sign
                              uint32_t modevallevels = -1) override;
                                                       ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

/usr/local/include/openfhe/core/lattice/hal/default/ildcrtparams.h(304): warning #3133-D: comparison is ambiguous in standard C++20 because the implied comparison operator with reversed parameters is an equally good match -- this is usually caused by a missing "const" qualifier on the comparison operator; see "lbcrypto::ILParamsImpl<IntType>::operator== [with IntType=lbcrypto::NativeInteger]" (declared at line 128 of /usr/local/include/openfhe/core/lattice/hal/default/ilparams.h)
              if (*m_params[i] != *(dcrtParams.m_params[i]))
                               ^
          detected during:
            instantiation of "__nv_bool lbcrypto::ILDCRTParams<IntType>::operator==(const lbcrypto::ElemParams<IntType> &) const [with IntType=M4Integer]" at line 117
            instantiation of class "lbcrypto::ILDCRTParams<IntType> [with IntType=M4Integer]" at line 117
            instantiation of "lbcrypto::ILDCRTParams<IntType>::ILDCRTParams(uint32_t, uint32_t, uint32_t) [with IntType=M4Integer]" at line 97 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/stl_construct.h
            instantiation of "auto std::construct_at(_Tp *, _Args &&...)->decltype((<expression>)) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 518 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/alloc_traits.h
            instantiation of "void std::allocator_traits<std::allocator<_Tp>>::construct(std::allocator_traits<std::allocator<_Tp>>::allocator_type &, _Up *, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Up=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 520 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::_Sp_counted_ptr_inplace<_Tp, _Alloc, _Lp>::_Sp_counted_ptr_inplace(_Alloc, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Lp=__gnu_cxx::_S_atomic, _Args=<>]" at line 651 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::__shared_count<_Lp>::__shared_count(_Tp *&, std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Lp=__gnu_cxx::_S_atomic, _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 1343 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::__shared_ptr<_Tp, _Lp>::__shared_ptr(std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Lp=__gnu_cxx::_S_atomic, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 410 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp>::shared_ptr(std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 863 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp> std::allocate_shared<_Tp,_Alloc,_Args...>(const _Alloc &, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 879 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp> std::make_shared<_Tp,_Args...>(_Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 396 of /usr/local/include/openfhe/core/lattice/hal/default/dcrtpoly.h

/usr/local/include/openfhe/pke/schemebase/base-cryptoparameters.h(218): warning #3133-D: comparison is ambiguous in standard C++20 because the implied comparison operator with reversed parameters is an equally good match -- this is usually caused by a missing "const" qualifier on the comparison operator; see "lbcrypto::ILDCRTParams<IntType>::operator== [with IntType=M4Integer]" (declared at line 288 of /usr/local/include/openfhe/core/lattice/hal/default/ildcrtparams.h)
          return (*m_encodingParams == *(rhs.m_encodingParams) && *m_params == *(rhs.m_params));
                                                                            ^
          detected during instantiation of "__nv_bool lbcrypto::CryptoParametersBase<Element>::CompareTo(const lbcrypto::CryptoParametersBase<Element> &) const [with Element=lbcrypto::DCRTPoly]" 

/root/fideslib/examples/bert-tiny/src/Inputs.cu(589): warning #940-D: missing return statement at end of non-void function "FIDESlib::CKKS::CreateHeadMask"
      }
      ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

/usr/local/include/openfhe/pke/scheme/ckksrns/ckksrns-fhe.h(152): warning #68-D: integer conversion resulted in a change of sign
                              uint32_t modevallevels = -1) override;
                                                       ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

/usr/local/include/openfhe/core/lattice/hal/default/ildcrtparams.h(304): warning #3133-D: comparison is ambiguous in standard C++20 because the implied comparison operator with reversed parameters is an equally good match -- this is usually caused by a missing "const" qualifier on the comparison operator; see "lbcrypto::ILParamsImpl<IntType>::operator== [with IntType=lbcrypto::NativeInteger]" (declared at line 128 of /usr/local/include/openfhe/core/lattice/hal/default/ilparams.h)
              if (*m_params[i] != *(dcrtParams.m_params[i]))
                               ^
          detected during:
            instantiation of "__nv_bool lbcrypto::ILDCRTParams<IntType>::operator==(const lbcrypto::ElemParams<IntType> &) const [with IntType=M4Integer]" at line 117
            instantiation of class "lbcrypto::ILDCRTParams<IntType> [with IntType=M4Integer]" at line 117
            instantiation of "lbcrypto::ILDCRTParams<IntType>::ILDCRTParams(uint32_t, uint32_t, uint32_t) [with IntType=M4Integer]" at line 97 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/stl_construct.h
            instantiation of "auto std::construct_at(_Tp *, _Args &&...)->decltype((<expression>)) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 518 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/alloc_traits.h
            instantiation of "void std::allocator_traits<std::allocator<_Tp>>::construct(std::allocator_traits<std::allocator<_Tp>>::allocator_type &, _Up *, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Up=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 520 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::_Sp_counted_ptr_inplace<_Tp, _Alloc, _Lp>::_Sp_counted_ptr_inplace(_Alloc, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Lp=__gnu_cxx::_S_atomic, _Args=<>]" at line 651 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::__shared_count<_Lp>::__shared_count(_Tp *&, std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Lp=__gnu_cxx::_S_atomic, _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 1343 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::__shared_ptr<_Tp, _Lp>::__shared_ptr(std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Lp=__gnu_cxx::_S_atomic, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 410 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp>::shared_ptr(std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 863 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp> std::allocate_shared<_Tp,_Alloc,_Args...>(const _Alloc &, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 879 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp> std::make_shared<_Tp,_Args...>(_Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 396 of /usr/local/include/openfhe/core/lattice/hal/default/dcrtpoly.h

/usr/local/include/openfhe/pke/schemebase/base-cryptoparameters.h(218): warning #3133-D: comparison is ambiguous in standard C++20 because the implied comparison operator with reversed parameters is an equally good match -- this is usually caused by a missing "const" qualifier on the comparison operator; see "lbcrypto::ILDCRTParams<IntType>::operator== [with IntType=M4Integer]" (declared at line 288 of /usr/local/include/openfhe/core/lattice/hal/default/ildcrtparams.h)
          return (*m_encodingParams == *(rhs.m_encodingParams) && *m_params == *(rhs.m_params));
                                                                            ^
          detected during instantiation of "__nv_bool lbcrypto::CryptoParametersBase<Element>::CompareTo(const lbcrypto::CryptoParametersBase<Element> &) const [with Element=lbcrypto::DCRTPoly]" 

/root/fideslib/examples/bert-tiny/src/Inputs.cu(589): warning #940-D: missing return statement at end of non-void function "FIDESlib::CKKS::CreateHeadMask"
      }
      ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

/usr/local/include/openfhe/pke/scheme/ckksrns/ckksrns-fhe.h(152): warning #68-D: integer conversion resulted in a change of sign
                              uint32_t modevallevels = -1) override;
                                                       ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

/usr/local/include/openfhe/core/lattice/hal/default/ildcrtparams.h(304): warning #3133-D: comparison is ambiguous in standard C++20 because the implied comparison operator with reversed parameters is an equally good match -- this is usually caused by a missing "const" qualifier on the comparison operator; see "lbcrypto::ILParamsImpl<IntType>::operator== [with IntType=lbcrypto::NativeInteger]" (declared at line 128 of /usr/local/include/openfhe/core/lattice/hal/default/ilparams.h)
              if (*m_params[i] != *(dcrtParams.m_params[i]))
                               ^
          detected during:
            instantiation of "__nv_bool lbcrypto::ILDCRTParams<IntType>::operator==(const lbcrypto::ElemParams<IntType> &) const [with IntType=M4Integer]" at line 117
            instantiation of class "lbcrypto::ILDCRTParams<IntType> [with IntType=M4Integer]" at line 117
            instantiation of "lbcrypto::ILDCRTParams<IntType>::ILDCRTParams(uint32_t, uint32_t, uint32_t) [with IntType=M4Integer]" at line 97 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/stl_construct.h
            instantiation of "auto std::construct_at(_Tp *, _Args &&...)->decltype((<expression>)) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 518 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/alloc_traits.h
            instantiation of "void std::allocator_traits<std::allocator<_Tp>>::construct(std::allocator_traits<std::allocator<_Tp>>::allocator_type &, _Up *, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Up=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 520 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::_Sp_counted_ptr_inplace<_Tp, _Alloc, _Lp>::_Sp_counted_ptr_inplace(_Alloc, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Lp=__gnu_cxx::_S_atomic, _Args=<>]" at line 651 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::__shared_count<_Lp>::__shared_count(_Tp *&, std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Lp=__gnu_cxx::_S_atomic, _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 1343 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr_base.h
            instantiation of "std::__shared_ptr<_Tp, _Lp>::__shared_ptr(std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Lp=__gnu_cxx::_S_atomic, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 410 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp>::shared_ptr(std::_Sp_alloc_shared_tag<_Alloc>, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 863 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp> std::allocate_shared<_Tp,_Alloc,_Args...>(const _Alloc &, _Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Alloc=std::allocator<lbcrypto::ILDCRTParams<M4Integer>>, _Args=<>]" at line 879 of /usr/bin/../lib/gcc/x86_64-linux-gnu/11/../../../../include/c++/11/bits/shared_ptr.h
            instantiation of "std::shared_ptr<_Tp> std::make_shared<_Tp,_Args...>(_Args &&...) [with _Tp=lbcrypto::ILDCRTParams<M4Integer>, _Args=<>]" at line 396 of /usr/local/include/openfhe/core/lattice/hal/default/dcrtpoly.h

/usr/local/include/openfhe/pke/schemebase/base-cryptoparameters.h(218): warning #3133-D: comparison is ambiguous in standard C++20 because the implied comparison operator with reversed parameters is an equally good match -- this is usually caused by a missing "const" qualifier on the comparison operator; see "lbcrypto::ILDCRTParams<IntType>::operator== [with IntType=M4Integer]" (declared at line 288 of /usr/local/include/openfhe/core/lattice/hal/default/ildcrtparams.h)
          return (*m_encodingParams == *(rhs.m_encodingParams) && *m_params == *(rhs.m_params));
                                                                            ^
          detected during instantiation of "__nv_bool lbcrypto::CryptoParametersBase<Element>::CompareTo(const lbcrypto::CryptoParametersBase<Element> &) const [with Element=lbcrypto::DCRTPoly]" 

/root/fideslib/examples/bert-tiny/src/Inputs.cu(589): warning #940-D: missing return statement at end of non-void function "FIDESlib::CKKS::CreateHeadMask"
      }
      ^

Remark: The warnings can be suppressed with "-diag-suppress <warning-number>"

/root/fideslib/examples/bert-tiny/src/Inputs.cuh:42:14: warning: explicitly defaulted move assignment operator is implicitly deleted [-Wdefaulted-function-deleted]
   42 | PtMasks_GPU &operator=(PtMasks_GPU &&) = default;
      |              ^
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:32:11: note: move assignment operator of 'PtMasks_GPU' is implicitly deleted because field 'mask_max' has a deleted move assignment operator
   32 | Plaintext mask_max; 
      |           ^
/usr/local/include/fideslib/CKKS/Plaintext.cuh:40:1: note: copy assignment operator is implicitly deleted because 'Plaintext' has a user-declared move constructor
   40 | Plaintext(Plaintext && pt) = default;
      | ^
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:42:42: note: replace 'default' with 'delete'
   42 | PtMasks_GPU &operator=(PtMasks_GPU &&) = default;
      |                                          ^~~~~~~
      |                                          delete
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:42:14: warning: explicitly defaulted move assignment operator is implicitly deleted [-Wdefaulted-function-deleted]
   42 | PtMasks_GPU &operator=(PtMasks_GPU &&) = default;
      |              ^
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:32:11: note: move assignment operator of 'PtMasks_GPU' is implicitly deleted because field 'mask_max' has a deleted move assignment operator
   32 | Plaintext mask_max; 
      |           ^
/usr/local/include/fideslib/CKKS/Plaintext.cuh:40:1: note: copy assignment operator is implicitly deleted because 'Plaintext' has a user-declared move constructor
   40 | Plaintext(Plaintext && pt) = default;
      | ^
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:42:42: note: replace 'default' with 'delete'
   42 | PtMasks_GPU &operator=(PtMasks_GPU &&) = default;
      |                                          ^~~~~~~
      |                                          delete
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:42:14: warning: explicitly defaulted move assignment operator is implicitly deleted [-Wdefaulted-function-deleted]
   42 | PtMasks_GPU &operator=(PtMasks_GPU &&) = default;
      |              ^
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:32:11: note: move assignment operator of 'PtMasks_GPU' is implicitly deleted because field 'mask_max' has a deleted move assignment operator
   32 | Plaintext mask_max; 
      |           ^
/usr/local/include/fideslib/CKKS/Plaintext.cuh:40:1: note: copy assignment operator is implicitly deleted because 'Plaintext' has a user-declared move constructor
   40 | Plaintext(Plaintext && pt) = default;
      | ^
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:42:42: note: replace 'default' with 'delete'
   42 | PtMasks_GPU &operator=(PtMasks_GPU &&) = default;
      |                                          ^~~~~~~
      |                                          delete
/usr/local/include/openfhe/core/utils/sertype.h:44:22: warning: variable 'JSON' is not needed and will not be emitted [-Wunneeded-internal-declaration]
   44 | static const SERJSON JSON; 
      |                      ^~~~
1 warning generated.
1 warning generated.
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:42:14: warning: explicitly defaulted move assignment operator is implicitly deleted [-Wdefaulted-function-deleted]
   42 | PtMasks_GPU &operator=(PtMasks_GPU &&) = default;
      |              ^
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:32:11: note: move assignment operator of 'PtMasks_GPU' is implicitly deleted because field 'mask_max' has a deleted move assignment operator
   32 | Plaintext mask_max; 
      |           ^
/usr/local/include/fideslib/CKKS/Plaintext.cuh:40:1: note: copy assignment operator is implicitly deleted because 'Plaintext' has a user-declared move constructor
   40 | Plaintext(Plaintext && pt) = default;
      | ^
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:42:42: note: replace 'default' with 'delete'
   42 | PtMasks_GPU &operator=(PtMasks_GPU &&) = default;
      |                                          ^~~~~~~
      |                                          delete
1 warning generated.
1 warning generated.
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:42:14: warning: explicitly defaulted move assignment operator is implicitly deleted [-Wdefaulted-function-deleted]
   42 | PtMasks_GPU &operator=(PtMasks_GPU &&) = default;
      |              ^
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:32:11: note: move assignment operator of 'PtMasks_GPU' is implicitly deleted because field 'mask_max' has a deleted move assignment operator
   32 | Plaintext mask_max; 
      |           ^
/usr/local/include/fideslib/CKKS/Plaintext.cuh:40:1: note: copy assignment operator is implicitly deleted because 'Plaintext' has a user-declared move constructor
   40 | Plaintext(Plaintext && pt) = default;
      | ^
/root/fideslib/examples/bert-tiny/src/Inputs.cuh:42:42: note: replace 'default' with 'delete'
   42 | PtMasks_GPU &operator=(PtMasks_GPU &&) = default;
      |                                          ^~~~~~~
      |                                          delete
/root/fideslib/examples/bert-tiny/src/Inputs.cu:589:1: warning: non-void function does not return a value in all control paths [-Wreturn-type]
  589 | } 
      | ^
1 warning generated.
2 warnings generated.
gmake[1]: *** [CMakeFiles/Makefile2:163: CMakeFiles/llm.dir/all] Error 2
gmake: *** [Makefile:101: all] Error 2

[eimanaln]

Hello. I’m following up on this issue. 

I was able to resolve the macro collision problem by adding the following in src/utils.cuh:



#include <cuda/std/chrono>
#include <cuda/std/type_traits>
#ifdef duration
#undef duration
#endif



At this point the main blocking issue is that the current release no longer provides the plaintext::MultPT implementation used by the bert-tiny example.

From what I can tell, the commented-out code in the example relies on functions that are no longer part of the new release (i.e. hasSameScalingFactor), so the example cannot be built as-is. Could you clarify whether a replacement API is planned, or if a patch/update to the example will be provided soon?

Thank you!

[carlostriste]

Hello and sorry for the wait,

we are working on this example right now, we'll push a working version soon