├── README.md ├── preprocess ├── README.txt ├── batch │ ├── BELLPACK_a2 │ ├── BELLPACK_a5 │ ├── CSR │ ├── CUBLAS_GEMM │ ├── CUTLASS_BELLPACK_a2 │ ├── CUTLASS_BELLPACK_a5 │ ├── CUTLAS_GEMM │ ├── VBR_batch_a2 │ ├── VBR_batch_a5 │ ├── VBR_rect_a2 │ ├── VBR_rect_a5 │ └── batch_TEST_cuda ├── erdos_blocking_19_04.csv ├── images │ ├── blocking_images │ │ ├── exp_name │ │ │ ├── suitsparse_all_heatmap_dense_amp_2.png │ │ │ ├── suitsparse_all_heatmap_dense_amp_5.png │ │ │ ├── suitsparse_all_heatmap_relative_dense_amp.png │ │ │ ├── suitsparse_all_heatmap_tau_5.png │ │ │ └── suitsparse_all_scatterplot_dense_amp.png │ │ ├── suitsparse_3 │ │ │ ├── suitsparse_3_Density_barplot_1024_1024.png │ │ │ ├── suitsparse_3_Density_barplot_1024_128.png │ │ │ ├── suitsparse_3_Density_barplot_1024_256.png │ │ │ ├── suitsparse_3_Density_barplot_1024_512.png │ │ │ ├── suitsparse_3_Density_barplot_1024_64.png │ │ │ ├── suitsparse_3_Density_barplot_128_1024.png │ │ │ ├── suitsparse_3_Density_barplot_128_128.png │ │ │ ├── suitsparse_3_Density_barplot_128_256.png │ │ │ ├── suitsparse_3_Density_barplot_128_512.png │ │ │ ├── suitsparse_3_Density_barplot_128_64.png │ │ │ ├── suitsparse_3_Density_barplot_256_1024.png │ │ │ ├── suitsparse_3_Density_barplot_256_128.png │ │ │ ├── suitsparse_3_Density_barplot_256_256.png │ │ │ ├── suitsparse_3_Density_barplot_256_512.png │ │ │ ├── suitsparse_3_Density_barplot_256_64.png │ │ │ ├── suitsparse_3_Density_barplot_32_1024.png │ │ │ ├── suitsparse_3_Density_barplot_32_128.png │ │ │ ├── suitsparse_3_Density_barplot_32_256.png │ │ │ ├── suitsparse_3_Density_barplot_32_512.png │ │ │ ├── suitsparse_3_Density_barplot_32_64.png │ │ │ ├── suitsparse_3_Density_barplot_512_1024.png │ │ │ ├── suitsparse_3_Density_barplot_512_128.png │ │ │ ├── suitsparse_3_Density_barplot_512_256.png │ │ │ ├── suitsparse_3_Density_barplot_512_512.png │ │ │ ├── suitsparse_3_Density_barplot_512_64.png │ │ │ ├── suitsparse_3_Density_barplot_64_128.png │ │ │ ├── suitsparse_3_Density_barplot_64_256.png │ │ │ ├── suitsparse_3_Density_barplot_64_512.png │ │ │ ├── suitsparse_3_Density_barplot_64_64.png │ │ │ ├── suitsparse_3_heatmap_relative_dense_amp.png │ │ │ └── suitsparse_3_heatmap_tau_5.png │ │ └── tmp │ │ │ ├── suitsparse_3_heatmap_dense_amp_algo_2.png │ │ │ └── suitsparse_3_heatmap_dense_amp_algo_5.png │ └── multiplication_images │ │ ├── BELLPACK-no-reord_heatmap_Speed-up against CSR_2048.png │ │ ├── BELLPACK-no-reord_heatmap_Speed-up against CSR_8192.png │ │ ├── BELLPACK-no-reord_heatmap_Speed-up against cuSparse_2048.png │ │ ├── BELLPACK-no-reord_heatmap_Speed-up against cuSparse_8192.png │ │ ├── CSR_heatmap_Speed-up against CSR_2048.png │ │ ├── CSR_heatmap_Speed-up against CSR_8192.png │ │ ├── CSR_heatmap_Speed-up against cuSparse_2048.png │ │ ├── CSR_heatmap_Speed-up against cuSparse_8192.png │ │ ├── SpMM_time_barplot_1024_1024_2048.png │ │ ├── SpMM_time_barplot_1024_1024_8192.png │ │ ├── SpMM_time_barplot_1024_128_2048.png │ │ ├── SpMM_time_barplot_1024_128_8192.png │ │ ├── SpMM_time_barplot_1024_32_2048.png │ │ ├── SpMM_time_barplot_1024_32_8192.png │ │ ├── SpMM_time_barplot_1024_512_2048.png │ │ ├── SpMM_time_barplot_1024_512_8192.png │ │ ├── SpMM_time_barplot_1024_64_2048.png │ │ ├── SpMM_time_barplot_1024_64_8192.png │ │ ├── SpMM_time_barplot_128_1024_2048.png │ │ ├── SpMM_time_barplot_128_1024_8192.png │ │ ├── SpMM_time_barplot_128_128_2048.png │ │ ├── SpMM_time_barplot_128_128_8192.png │ │ ├── SpMM_time_barplot_128_32_2048.png │ │ ├── SpMM_time_barplot_128_32_8192.png │ │ ├── SpMM_time_barplot_128_512_2048.png │ │ ├── SpMM_time_barplot_128_512_8192.png │ │ ├── SpMM_time_barplot_128_64_2048.png │ │ ├── SpMM_time_barplot_128_64_8192.png │ │ ├── SpMM_time_barplot_32_1024_2048.png │ │ ├── SpMM_time_barplot_32_1024_8192.png │ │ ├── SpMM_time_barplot_32_128_2048.png │ │ ├── SpMM_time_barplot_32_128_8192.png │ │ ├── SpMM_time_barplot_32_32_2048.png │ │ ├── SpMM_time_barplot_32_32_8192.png │ │ ├── SpMM_time_barplot_32_512_2048.png │ │ ├── SpMM_time_barplot_32_512_8192.png │ │ ├── SpMM_time_barplot_32_64_2048.png │ │ ├── SpMM_time_barplot_32_64_8192.png │ │ ├── SpMM_time_barplot_512_1024_2048.png │ │ ├── SpMM_time_barplot_512_1024_8192.png │ │ ├── SpMM_time_barplot_512_128_2048.png │ │ ├── SpMM_time_barplot_512_128_8192.png │ │ ├── SpMM_time_barplot_512_32_2048.png │ │ ├── SpMM_time_barplot_512_32_8192.png │ │ ├── SpMM_time_barplot_512_512_2048.png │ │ ├── SpMM_time_barplot_512_512_8192.png │ │ ├── SpMM_time_barplot_512_64_2048.png │ │ ├── SpMM_time_barplot_512_64_8192.png │ │ ├── SpMM_time_barplot_64_1024_2048.png │ │ ├── SpMM_time_barplot_64_1024_8192.png │ │ ├── SpMM_time_barplot_64_128_2048.png │ │ ├── SpMM_time_barplot_64_128_8192.png │ │ ├── SpMM_time_barplot_64_32_2048.png │ │ ├── SpMM_time_barplot_64_32_8192.png │ │ ├── SpMM_time_barplot_64_512_2048.png │ │ ├── SpMM_time_barplot_64_512_8192.png │ │ ├── SpMM_time_barplot_64_64_2048.png │ │ ├── SpMM_time_barplot_64_64_8192.png │ │ ├── SpMM_time_barplot_BEST_2048.png │ │ ├── SpMM_time_barplot_BEST_8192.png │ │ ├── VBR-no-reord_heatmap_Speed-up against cuSparse_2048.png │ │ ├── VBR-no-reord_heatmap_Speed-up against cuSparse_8192.png │ │ ├── VBR-reord_heatmap_Speed-up against cuSparse_2048.png │ │ └── VBR-reord_heatmap_Speed-up against cuSparse_8192.png ├── include │ ├── blocking.h │ ├── cuda_utilities.h │ ├── cutlass_bellpack_lib.h │ ├── definitions.h │ ├── helper_cuda.h │ ├── helper_string.h │ ├── input.h │ ├── matrices.h │ └── utilities.h ├── lorenzo_mult.csv ├── makefile ├── makefile.CAROLA2 ├── makefile.DEEPLEARNING ├── makefile.KELVIN ├── makefile.MARZOLA ├── results │ ├── TEST_results.txt │ └── collected_experiments │ │ ├── csr_vs_cublas.csv │ │ ├── suitsparse_3_blocking.csv │ │ └── suitsparse_all │ │ ├── suitsparse_N20000_100000_dN0.0001_0.1.csv │ │ ├── suitsparse_all.csv │ │ ├── suitsparse_all_marzola.csv │ │ └── tau.csv ├── rmats_blocking.csv ├── rmats_blocking_19_04.csv ├── rmtas_multiplication.csv ├── src │ ├── cuda │ │ ├── cuda_utilities.cpp │ │ └── cutlass_bellpack_lib.cu │ ├── general │ │ ├── blocking.cpp │ │ ├── csr.cpp │ │ ├── utilities.cpp │ │ └── vbr.cpp │ └── scripts │ │ ├── blocking_barplots.py │ │ ├── collect_experiments.sh │ │ ├── collect_taus.py │ │ ├── csr.py │ │ ├── curves_plots.py │ │ ├── gemm_cublasVScutlassANDcsr.sh │ │ ├── get_matrices.py │ │ ├── get_matrices.sh │ │ ├── get_tau.py │ │ ├── multiplication_barplots.py │ │ ├── prepare_mtx_graph.sh │ │ ├── run_blocking_experiments.sh │ │ ├── run_blocking_experiments_bellpack.sh │ │ ├── run_blocking_experiments_cluster.sh │ │ ├── run_blocking_experiments_fixed.sh │ │ ├── run_blocking_experiments_fixed_cluster.sh │ │ ├── run_blocking_experiments_fixed_rectangular.sh │ │ ├── run_multiplication_experiments_fixed_cluster.sh │ │ └── testTau.sh ├── suitsparse_all_marzola.csv ├── suitsparse_all_marzola_multiply.csv ├── suitsparse_all_marzola_multiply_half.csv ├── tau_marzola.csv ├── tau_rmats.csv └── test │ ├── cuda │ ├── TEST_cuda.cpp │ └── cuda_multiply.cpp │ └── general │ ├── Matrix_Blocking.cpp │ ├── TEST_blocking_VBR.cpp │ ├── TEST_blocking_VBR_2D.cpp │ ├── TEST_matrices.cpp │ ├── TEST_similarities.cpp │ └── reorder_matrix.cpp ├── smat_env.yml └── src ├── Makefile ├── cuda_hgemm ├── CMakeLists.txt ├── build.sh ├── compile.sh ├── format_converter.py ├── src │ ├── common │ │ ├── common.h │ │ ├── cuda_timer.h │ │ ├── logging.h │ │ ├── matrix.h │ │ ├── mmio.h │ │ ├── mmio_highlevel.h │ │ ├── ptx.h │ │ ├── tester.h │ │ └── util.h │ ├── cublas_tensor_op.cu │ ├── main.cu │ └── mma │ │ ├── mmaB.cu │ │ ├── mmaBT.cu │ │ ├── mmaCBT.cu │ │ ├── mmaT.cu │ │ └── mma_naive.cu └── utils.py ├── download_suitesparse.py ├── format_converter.py ├── generate_matrices.py ├── matrix_list.csv ├── reorder.py ├── run_smat.sh └── utils.py /README.md: -------------------------------------------------------------------------------- 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