├── .clang-format ├── .codedocs ├── .gitignore ├── .gitmodules ├── .travis.yml ├── .travis ├── cmake_install.sh ├── cuda_install.sh └── gtest_install.sh ├── Aptfile ├── CMakeLists.txt ├── LICENSE ├── NOTICE ├── Procfile ├── README.md ├── appveyor.yml ├── benchmark └── CMakeLists.txt ├── cmake ├── FindMAGMA.cmake ├── feature_test.cmake └── feature_test │ └── cuda_gencode_test.cpp ├── docs ├── Doxyfile.in ├── customdoxygen.css ├── footer.html ├── header.html ├── logo.png └── logo_small.png ├── examples ├── CMakeLists.txt ├── LSTM │ ├── CMakeLists.txt │ └── main.cpp └── MLP │ ├── CMakeLists.txt │ ├── MLP.cpp │ ├── drawwidget.cpp │ ├── drawwidget.h │ ├── mainwindow.cpp │ ├── mainwindow.h │ ├── mainwindow.ui │ └── model_h_moved.txt ├── format.sh ├── include └── mgcpp │ ├── adapters │ ├── adapter_base.hpp │ ├── adapters.hpp │ └── blaze.hpp │ ├── allocators │ ├── allocator.hpp │ ├── allocator.tpp │ ├── cudamalloc_resource.hpp │ ├── device_memory_resource.hpp │ ├── memory_resource.hpp │ └── new_delete_resource.hpp │ ├── context │ ├── forward.hpp │ ├── global_context.hpp │ ├── thread_context.hpp │ ├── thread_guard.hpp │ └── thread_guard.ipp │ ├── cuda │ ├── device.hpp │ ├── memory.hpp │ └── memory.tpp │ ├── cuda_libs │ ├── cublas.hpp │ └── cufft_fft.hpp │ ├── expressions │ ├── constant_expr.hpp │ ├── dmat_dmat_add.hpp │ ├── dmat_dmat_add.tpp │ ├── dmat_dmat_mult.hpp │ ├── dmat_dmat_mult.tpp │ ├── dmat_dvec_mult.hpp │ ├── dmat_dvec_mult.tpp │ ├── dmat_expr.hpp │ ├── dmat_reduce_expr.hpp │ ├── dmat_reduce_expr.tpp │ ├── dmat_ref_expr.hpp │ ├── dmat_ref_expr.tpp │ ├── dmat_trans_expr.hpp │ ├── dmat_trans_expr.tpp │ ├── dvec_dvec_add.hpp │ ├── dvec_dvec_add.tpp │ ├── dvec_dvec_outer.hpp │ ├── dvec_expr.hpp │ ├── dvec_map.hpp │ ├── dvec_map.tpp │ ├── dvec_reduce_expr.hpp │ ├── dvec_reduce_expr.tpp │ ├── dvec_ref_expr.hpp │ ├── dvec_ref_expr.tpp │ ├── eval_cache.hpp │ ├── eval_context.hpp │ ├── eval_context.tpp │ ├── evaluator.hpp │ ├── evaluator.tpp │ ├── expression.hpp │ ├── expression.tpp │ ├── forward.hpp │ ├── generic_expr.hpp │ ├── generic_expr.tpp │ ├── gradients.hpp │ ├── gradients.tpp │ ├── inspect_graph.hpp │ ├── inspect_graph.tpp │ ├── placeholder.hpp │ ├── scalar_dmat_mult.hpp │ ├── scalar_dmat_mult.tpp │ ├── scalar_dvec_mult.hpp │ ├── scalar_dvec_mult.tpp │ ├── scalar_expr.hpp │ ├── scalar_expr.tpp │ ├── shape_evaluator.hpp │ ├── shape_evaluator.tpp │ ├── symbolic_shape_expr.hpp │ ├── tie_expr.hpp │ └── tie_expr.tpp │ ├── global │ ├── complex.hpp │ ├── half_precision.hpp │ ├── init.hpp │ ├── shape.hpp │ ├── shape.tpp │ ├── tuple_utils.hpp │ ├── type_erased.hpp │ └── type_erased.tpp │ ├── kernels │ ├── bits │ │ ├── convert.cuh │ │ ├── fill.cuh │ │ ├── hadamard.cuh │ │ ├── map.cuh │ │ └── reduce.cuh │ ├── mgblas_error_code.hpp │ ├── mgblas_helpers.hpp │ ├── mgblas_helpers.tpp │ ├── mgblas_lv1.hpp │ └── mgblas_lv1.tpp │ ├── matrix │ ├── column_view.hpp │ ├── column_view.tpp │ ├── dense_matrix.hpp │ ├── device_matrix.hpp │ ├── device_matrix.tpp │ ├── forward.hpp │ ├── matrix_base.hpp │ ├── matrix_base.tpp │ ├── row_view.hpp │ └── row_view.tpp │ ├── mgcpp.hpp │ ├── operations │ ├── add.hpp │ ├── add.tpp │ ├── fft.hpp │ ├── fft.tpp │ ├── gemm.hpp │ ├── gemm.tpp │ ├── hdmd.hpp │ ├── hdmd.tpp │ ├── map.hpp │ ├── map.tpp │ ├── mean.hpp │ ├── mean.tpp │ ├── mult.hpp │ ├── mult.tpp │ ├── outer.hpp │ ├── outer.tpp │ ├── pad.hpp │ ├── pad.tpp │ ├── sub.hpp │ ├── sub.tpp │ ├── sum.hpp │ ├── sum.tpp │ ├── trans.hpp │ └── trans.tpp │ ├── system │ ├── assert.hpp │ ├── concept.hpp │ ├── cublas_error.hpp │ ├── cuda_error.hpp │ ├── cufft_error.hpp │ ├── error_code.hpp │ ├── exception.hpp │ ├── mgblas_error.hpp │ ├── outcome.hpp │ └── pun_cast.hpp │ ├── type_traits │ ├── device_value_type.hpp │ ├── host_value_type.hpp │ ├── is_scalar.hpp │ ├── is_supported_type.hpp │ ├── mat_mat_mult_expr.hpp │ ├── shape_type.hpp │ ├── trans_expr.hpp │ └── type_traits.hpp │ └── vector │ ├── dense_vector.hpp │ ├── device_vector.hpp │ ├── device_vector.tpp │ ├── forward.hpp │ ├── vector_base.hpp │ └── vector_base.tpp ├── requirements.txt ├── run_format.py ├── src ├── cublas_error.cpp ├── cuda │ └── device.cpp ├── cuda_error.cpp ├── cuda_libs │ ├── cublas.cpp │ └── cufft_fft.cpp ├── cudamalloc_resource.cpp ├── cufft_error.cpp ├── device_memory_resource.cpp ├── error_code.cpp ├── eval_cache.cpp ├── expression.cpp ├── global_context.cpp ├── init.cpp ├── kernels │ ├── convert.cu │ ├── fill.cu │ ├── hadamard.cu │ ├── map.cu │ └── reduce.cu ├── mgblas_error.cpp ├── new_delete_resource.cpp └── thread_context.cpp └── test ├── CMakeLists.txt ├── blaslv1_expression_test.cpp ├── blaslv1_operation_test.cpp ├── blaslv2_expression_test.cpp ├── blaslv3_expression_test.cpp ├── blaslv3_operation_test.cpp ├── cpu_matrix.hpp ├── cuda_error_test.cpp ├── cuda_exception_test.cpp ├── cuda_memory_test.cpp ├── device_allocators_test.cpp ├── device_vector_test.cpp ├── fft_test.cpp ├── global_context_test.cpp ├── gradient_test.cpp ├── main.cpp ├── matrix └── 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