├── .gitignore ├── LICENSE ├── README.md ├── elementwise ├── README.md └── add.cu ├── example ├── cublas_example │ ├── CMakeLists.txt │ ├── README.md │ └── cublas_exmple.cu ├── cuda_info │ ├── README.md │ └── main.cu ├── hello_cuda │ ├── CMakeLists.txt │ ├── README.md │ └── hello_cuda.cu └── matrix_copy │ ├── CMakeLists.txt │ ├── README.md │ └── matrix_copy.cu ├── gemv ├── README.md └── sgemv_k32.cu ├── reduce ├── max │ ├── CMakeLists.txt │ ├── README.md │ ├── include │ │ └── utils.cuh │ ├── max.cu │ └── src │ │ └── utils.cu ├── softmax │ ├── CMakeLists.txt │ ├── README.md │ ├── include │ │ └── utils.cuh │ ├── softmax.cu │ └── src │ │ └── utils.cu ├── softmax_matrix │ ├── CMakeLists.txt │ ├── README.md │ ├── include │ │ └── utils.cuh │ ├── softmax_matrix.cu │ └── src │ │ └── utils.cu └── sum │ ├── CMakeLists.txt │ ├── README.md │ ├── include │ └── utils.cuh │ ├── src │ └── utils.cu │ └── sum.cu ├── sgemm ├── CMakeLists.txt ├── README.md ├── images │ ├── CUDA_draw.drawio │ ├── describe_kernel_2.png │ ├── double-buffer.png │ ├── image-1.png │ ├── image-3.png │ ├── image-4.png │ ├── image.png │ ├── image6-1.png │ ├── image6-2.png │ ├── image6-3.png │ ├── image7-1.png │ ├── image7-2.png │ ├── image7-3.png │ ├── image7-4.png │ ├── image7-5.png │ ├── kernel_1_vs_2.png │ ├── kernel_2_vs_3.png │ ├── kernel_3_vs_4.png │ ├── kernel_4_vs_5.png │ ├── kernel_5_vs_6.png │ ├── kernel_6_vs_7.png │ ├── kernel_cublas_vs_1.png │ ├── kernel_cublas_vs_2.png │ ├── kernel_cublas_vs_3.png │ ├── kernel_cublas_vs_4.png │ ├── kernel_cublas_vs_5.png │ ├── kernel_cublas_vs_6.png │ └── kernel_cublas_vs_7.png ├── include │ ├── kernel.cuh │ ├── kernel1.cuh │ ├── kernel2.cuh │ ├── kernel3.cuh │ ├── kernel4.cuh │ ├── kernel5.cuh │ ├── kernel6.cuh │ ├── kernel7.cuh │ └── utils.cuh ├── main.cu ├── src │ ├── kernel1.cu │ ├── kernel2.cu │ ├── kernel3.cu │ ├── kernel4.cu │ ├── kernel5.cu │ ├── kernel6.cu │ ├── kernel7.cu │ └── utils.cu ├── test │ ├── test_kernel_0.log │ ├── test_kernel_1.log │ 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