operator GEMM does not compile with template type int

[srohit0]

How to Reproduce

Step 1 Change gemm operator in swig/dnnc.api file to add int shown below:

tensor<output> gemm(tensor<input> &a, tensor<input> &b, 
                                       tensor<input> &c, float alpha = 1.0, float beta = 1.0, 
                                       int transA = 0, int transB = 0) {
     Gemm<output, input, input> op("localOpName", alpha, beta, transA, transB);
     return op.compute(a, b, c);
     dtype = {
         "double" : "double",
         "float" : "float",
         "int" : "int"
     }
}

Step 2

cd swig make clean make

Observe compiler errors

/home/dnnc/master/dnnCompiler/include/operators/Gemm.h:139:25: error: invalid operands to binary expression ('float' and 'const Product<Eigen::Map<Eigen::Matrix<int, -1, -1, 1, -1, -1>, 0, Eigen::Stride<0, 0> >, Eigen:: Map<Eigen::Matrix<int, -1, -1, 1, -1, -1>, 0, Eigen::Stride<0, 0> > >') eResult = alpha * (eigenMatrixA * eigenMatrixB) + beta * eigenMatrixC; ~~~~~ ^ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ dnnc_api.cpp:10885:13: note: in instantiation of member function 'dnnc::Gemm<int, int, int>::compute' requested here return op.compute(a, b, c); ^ /home/dnnc/master/dnnCompiler/packages/eigen-eigen-323c052e1731/Eigen/src/Core/../plugins/CommonCwiseBinaryOps.h: 50:29: note: candidate function template not viable: no known conversion from 'const Product<Eigen::Map<Eigen:: Matrix<int, -1, -1, 1, -1, -1>, 0, Eigen::Stride<0, 0> >, Eigen::Map<Eigen::Matrix<int, -1, -1, 1, -1, -1>, 0, Eigen::Stride<0, 0> > >' to 'const Eigen::MatrixBase<Eigen::Matrix<int, -1, -1, 1, -1, -1> >::StorageBaseType' (aka 'const Eigen::MatrixBase<Eigen::Matrix<int, -1, -1, 1, -1, -1> >') for 2nd argument EIGEN_MAKE_SCALAR_BINARY_OP(operator*,product) ^ /home/dnnc/master/dnnCompiler/packages/eigen-eigen-323c052e1731/Eigen/src/Core/util/Macros.h:960:41: note: expanded from macro 'EIGEN_MAKE_SCALAR_BINARY_OP' EIGEN_MAKE_SCALAR_BINARY_OP_ONTHELEFT(METHOD,OPNAME)
^ /home/dnnc/master/dnnCompiler/packages/eigen-eigen-323c052e1731/Eigen/src/Core/util/Macros.h:953:4: note: expanded from macro 'EIGEN_MAKE_SCALAR_BINARY_OP_ONTHELEFT' (METHOD)(const T& scalar, const StorageBaseType& matrix) { \

/home//dnnc/master/dnnCompiler/packages/eigen-eigen-323c052e1731/Eigen/src/Core/../plugins/CommonCwiseBinaryOps.h: 50:29: note: candidate function template not viable: no known conversion from 'const Product<Eigen::Map<Eigen:: Matrix<int, -1, -1, 1, -1, -1>, 0, Eigen::Stride<0, 0> >, Eigen::Map<Eigen::Matrix<int, -1, -1, 1, -1, -1>, 0, Eigen::Stride<0, 0> > >' to 'const Eigen::MatrixBase<Eigen::Map<Eigen::Matrix<int, -1, -1, 1, -1, -1>, 0, Eigen:: Stride<0, 0> > >::StorageBaseType' (aka 'const Eigen::MatrixBase<Eigen::Map<Eigen::Matrix<int, -1, -1, 1, -1, -1>, 0, Eigen::Stride<0, 0> > >') for 2nd argument /home//dnnc/master/dnnCompiler/packages/eigen-eigen-323c052e1731/Eigen/src/Core/util/Macros.h:960:41: note: expanded from macro 'EIGEN_MAKE_SCALAR_BINARY_OP' EIGEN_MAKE_SCALAR_BINARY_OP_ONTHELEFT(METHOD,OPNAME)
^ /home//dnnc/master/dnnCompiler/packages/eigen-eigen-323c052e1731/Eigen/src/Core/util/Macros.h:953:4: note: expanded from macro 'EIGEN_MAKE_SCALAR_BINARY_OP_ONTHELEFT' (METHOD)(const T& scalar, const StorageBaseType& matrix) {
^ /home//dnnc/master/dnnCompiler/packages/eigen-eigen-323c052e1731/Eigen/src/Core/PermutationMatrix.h:543:1: note: candidate template ignored: could not match 'MatrixBase' against 'float' operator*(const MatrixBase<MatrixDerived> &matrix,

... ...

/home/dnnc/master/dnnCompiler/packages/eigen-eigen-323c052e1731/unsupported/Eigen/CXX11/src/Tensor/TensorUInt128. h:135:35: note: candidate template ignored: could not match 'TensorUInt128<type-parameter-0-0, type-parameter-0-1>' against 'float' TensorUInt128<uint64_t, uint64_t> operator * (const TensorUInt128<HL, LL>& lhs, const TensorUInt128<HR, LR>& rhs) ^