diff --git a/bench/comparison-gv100/comparison.md b/bench/comparison-gv100/comparison.md new file mode 100644 index 00000000..fdcd6264 --- /dev/null +++ b/bench/comparison-gv100/comparison.md @@ -0,0 +1,238 @@ +# cuDSS vs SparseDirectSolver.jl + +Generated by `bench/compare_report.jl` from `bench/comparison/{cudss,sds}.csv` (`bench/compare.jl`). Times are BenchmarkTools medians per phase on a fresh solver; the ratio is SDS time / cuDSS time, so below 1 means SparseDirectSolver.jl is faster. Features whose task is not done in TASKS.md have blank SDS cells. + +![SDS/cuDSS time ratio per feature](comparison.png) + +## Overview + +Geometric mean of the SDS/cuDSS ratio over the matrices both solvers ran. + +| feature | task | status | matrices | analysis | factorization | refactorization | solve | +| --- | --- | --- | --- | --- | --- | --- | --- | +| Cholesky, Float64 | T13 | done | 16 | 0.80× | 2.81× | 4.63× | 5.43× | +| Cholesky, 16 right-hand sides | T12 | done | 16 | 0.80× | 3.63× | 4.66× | 3.68× | +| LDLᵀ, static pivoting | T15 | done | 27 | 1.59× | 6.01× | 8.01× | 5.09× | +| LDLᵀ + 2 refinement steps, K2 dumps | T16 | done | 11 | 4.60× | 7.39× | 9.57× | 24.47× | +| Uniform batch of 8, Cholesky | T17 | done | 11 | 0.56× | 1.21× | 1.84× | 3.69× | +| LU, unsymmetric | T19 | done | 2 | 1.20× | 11.99× | 11.41× | 10.83× | +| Schur complement, Cholesky | T20 | done | 11 | 0.62× | 2.88× | 4.31× | 4.56× | +| LDLᵀ + matching (algo5), K2 dumps | T21 | done | 11 | 0.84× | 3.11× | 4.39× | 4.91× | +| Non-uniform batch, condensed dumps | T22 | pending | | | | | | +| Partitioned-inverse solve (SDS algo1, cuDSS default) | T25 | pending | | | | | | +| Hybrid memory mode | T26 | pending | | | | | | +| Float32 factors, Float64 refinement | T27 | pending | | | | | | + +## Cholesky, Float64 + +`cholesky_f64`, T13 (done), structure `SPD`, Float64, nrhs = 1. + +| matrix | n | analysis cuDSS ms | SDS ms | ratio | factorization cuDSS ms | SDS ms | ratio | refactorization cuDSS ms | SDS ms | ratio | solve cuDSS ms | SDS ms | ratio | nnz(L) cuDSS | SDS | relres cuDSS | SDS | +| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | +| Boeing/bcsstk38 | 8032 | 65 | 121 | 1.85× | 3.1 | 27.4 | 8.84× | 2.81 | 27.4 | 9.75× | 0.642 | 2.67 | 4.16× | 7.99e+05 | 8.05e+05 | 2.14e-10 | 9.26e-11 | +| GHS_psdef/apache2 | 715176 | 7.71e+03 | 1.32e+04 | 1.71× | 265 | 763 | 2.88× | 264 | 752 | 2.85× | 9.94 | 86.8 | 8.73× | 1.45e+08 | 1.29e+08 | 1.79e-10 | 1.57e-10 | +| HB/bcsstk17 | 10974 | 73.4 | 151 | 2.06× | 4.27 | 30.7 | 7.19× | 2.91 | 30.7 | 10.55× | 0.67 | 4.95 | 7.38× | 1.08e+06 | 1.04e+06 | 3.91e-11 | 3.88e-11 | +| kkt_pglib_opf_case118_ieee_condensed_1 | 1088 | 19.9 | 10.6 | 0.53× | 0.848 | 1.16 | 1.36× | 0.315 | 1.14 | 3.62× | 0.227 | 1.28 | 5.64× | 1.52e+04 | 1.16e+04 | 3.64e-05 | 5.22e-05 | +| kkt_pglib_opf_case118_ieee_condensed_10 | 1088 | 19.9 | 10.6 | 0.53× | 3.17 | 1.15 | 0.36× | 0.314 | 1.13 | 3.60× | 0.225 | 1.35 | 5.99× | 1.52e+04 | 1.16e+04 | 1.38e-05 | 1.12e-05 | +| kkt_pglib_opf_case118_ieee_condensed_20 | 1088 | 19.9 | 10.8 | 0.54× | 0.623 | 1.14 | 1.82× | 0.316 | 1.13 | 3.57× | 0.226 | 1.27 | 5.62× | 1.52e+04 | 1.16e+04 | 0.0466 | 0.0455 | +| kkt_pglib_opf_case1354_pegase_condensed_1 | 11192 | 98.1 | 121 | 1.24× | 3.31 | 3.89 | 1.18× | 0.78 | 3.86 | 4.95× | 0.332 | 1.71 | 5.15× | 1.55e+05 | 1.21e+05 | 0.000312 | 0.00028 | +| kkt_pglib_opf_case1354_pegase_condensed_10 | 11192 | 98.1 | 121 | 1.23× | 3.26 | 3.87 | 1.19× | 0.778 | 3.83 | 4.93× | 0.328 | 1.63 | 4.95× | 1.55e+05 | 1.21e+05 | 0.000144 | 9.67e-05 | +| kkt_pglib_opf_case1354_pegase_condensed_20 | 11192 | 98.4 | 122 | 1.24× | 1.11 | 3.85 | 3.47× | 0.785 | 3.84 | 4.89× | 0.323 | 1.76 | 5.45× | 1.55e+05 | 1.21e+05 | 7.72e-05 | 5.03e-05 | +| kkt_pglib_opf_case14_ieee_condensed_1 | 118 | 10.8 | 1.37 | 0.13× | 0.184 | 0.409 | 2.23× | 0.166 | 0.414 | 2.50× | 0.139 | 0.65 | 4.68× | 1.27e+03 | 1.03e+03 | 1.13e-06 | 1.3e-06 | +| kkt_pglib_opf_case14_ieee_condensed_10 | 118 | 10.8 | 1.4 | 0.13× | 0.186 | 0.415 | 2.24× | 0.165 | 0.4 | 2.42× | 0.138 | 0.664 | 4.82× | 1.27e+03 | 1.03e+03 | 4.27e-05 | 7.85e-05 | +| kkt_pglib_opf_case14_ieee_condensed_11 | 118 | 10.8 | 1.39 | 0.13× | 0.186 | 0.401 | 2.16× | 0.167 | 0.384 | 2.30× | 0.139 | 0.661 | 4.76× | 1.27e+03 | 1.03e+03 | 9.6e-06 | 9.57e-06 | +| kkt_pglib_opf_case78484_epigrids_condensed_1 | 674562 | 6.57e+03 | 1.14e+04 | 1.73× | 24.9 | 167 | 6.71× | 24.5 | 167 | 6.82× | 3.79 | 18.3 | 4.82× | 1.56e+07 | 1.32e+07 | 0.153 | 0.141 | +| kkt_pglib_opf_case78484_epigrids_condensed_10 | 674562 | 6.56e+03 | 1.16e+04 | 1.76× | 24.8 | 167 | 6.73× | 24.4 | 167 | 6.82× | 3.79 | 18.2 | 4.82× | 1.56e+07 | 1.32e+07 | 0.0176 | 0.0147 | +| lap2d_300 | 90000 | 512 | 787 | 1.54× | 6.06 | 33.7 | 5.56× | 5.53 | 33.6 | 6.09× | 1.14 | 5.12 | 4.51× | 2.43e+06 | 2.47e+06 | 1.84e-12 | 1.76e-12 | +| lap3d_40 | 64000 | 637 | 904 | 1.42× | 44.3 | 303 | 6.83× | 43.2 | 303 | 7.01× | 2.44 | 17.5 | 7.17× | 1.75e+07 | 1.44e+07 | 8.21e-14 | 7.33e-14 | + +## Cholesky, 16 right-hand sides + +`cholesky_nrhs16`, T12 (done), structure `SPD`, Float64, nrhs = 16. + +| matrix | n | analysis cuDSS ms | SDS ms | ratio | factorization cuDSS ms | SDS ms | ratio | refactorization cuDSS ms | SDS ms | ratio | solve cuDSS ms | SDS ms | ratio | nnz(L) cuDSS | SDS | relres cuDSS | SDS | +| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | +| Boeing/bcsstk38 | 8032 | 61.5 | 120 | 1.95× | 3.12 | 27.4 | 8.77× | 2.81 | 27.4 | 9.72× | 0.888 | 3.23 | 3.63× | 7.99e+05 | 8.05e+05 | 7.31e-10 | 1.72e-10 | +| GHS_psdef/apache2 | 715176 | 7.67e+03 | 1.31e+04 | 1.71× | 265 | 750 | 2.83× | 264 | 751 | 2.84× | 43.9 | 176 | 4.00× | 1.45e+08 | 1.29e+08 | 1.82e-10 | 1.53e-10 | +| HB/bcsstk17 | 10974 | 74.1 | 151 | 2.03× | 3.21 | 30.7 | 9.57× | 2.91 | 30.7 | 10.55× | 0.967 | 5.86 | 6.05× | 1.08e+06 | 1.04e+06 | 4.57e-11 | 5.57e-11 | +| kkt_pglib_opf_case118_ieee_condensed_1 | 1088 | 19.9 | 10.6 | 0.53× | 0.858 | 1.16 | 1.35× | 0.319 | 1.14 | 3.58× | 0.308 | 1.36 | 4.42× | 1.52e+04 | 1.16e+04 | 5.34e-05 | 0.000108 | +| kkt_pglib_opf_case118_ieee_condensed_10 | 1088 | 19.9 | 10.6 | 0.53× | 0.616 | 1.14 | 1.85× | 0.322 | 1.13 | 3.51× | 0.307 | 1.38 | 4.51× | 1.52e+04 | 1.16e+04 | 1.48e-05 | 1.69e-05 | +| kkt_pglib_opf_case118_ieee_condensed_20 | 1088 | 19.9 | 10.7 | 0.54× | 0.624 | 1.15 | 1.84× | 0.316 | 1.13 | 3.58× | 0.306 | 1.37 | 4.47× | 1.52e+04 | 1.16e+04 | 0.108 | 0.0835 | +| kkt_pglib_opf_case1354_pegase_condensed_1 | 11192 | 101 | 121 | 1.20× | 1.09 | 3.9 | 3.57× | 0.771 | 3.86 | 5.01× | 0.612 | 1.89 | 3.08× | 1.55e+05 | 1.21e+05 | 0.000392 | 0.000291 | +| kkt_pglib_opf_case1354_pegase_condensed_10 | 11192 | 97.9 | 121 | 1.23× | 1.09 | 3.88 | 3.56× | 0.774 | 3.84 | 4.96× | 0.609 | 1.89 | 3.10× | 1.55e+05 | 1.21e+05 | 0.000152 | 0.000114 | +| kkt_pglib_opf_case1354_pegase_condensed_20 | 11192 | 103 | 124 | 1.21× | 1.09 | 3.87 | 3.54× | 0.767 | 3.84 | 5.01× | 0.609 | 1.9 | 3.11× | 1.55e+05 | 1.21e+05 | 0.000101 | 6.47e-05 | +| kkt_pglib_opf_case14_ieee_condensed_1 | 118 | 10.8 | 1.38 | 0.13× | 0.187 | 0.418 | 2.24× | 0.165 | 0.417 | 2.52× | 0.16 | 0.708 | 4.42× | 1.27e+03 | 1.03e+03 | 1.18e-06 | 1.47e-06 | +| kkt_pglib_opf_case14_ieee_condensed_10 | 118 | 10.8 | 1.39 | 0.13× | 0.187 | 0.42 | 2.24× | 0.167 | 0.419 | 2.51× | 0.164 | 0.706 | 4.30× | 1.27e+03 | 1.03e+03 | 6.75e-05 | 0.000143 | +| kkt_pglib_opf_case14_ieee_condensed_11 | 118 | 10.8 | 1.46 | 0.14× | 0.187 | 0.407 | 2.17× | 0.169 | 0.403 | 2.39× | 0.157 | 0.711 | 4.52× | 1.27e+03 | 1.03e+03 | 4.36e-05 | 2.29e-05 | +| kkt_pglib_opf_case78484_epigrids_condensed_1 | 674562 | 6.56e+03 | 1.19e+04 | 1.81× | 24.9 | 167 | 6.71× | 24.5 | 167 | 6.84× | 21.7 | 51.7 | 2.38× | 1.56e+07 | 1.32e+07 | 0.185 | 0.175 | +| kkt_pglib_opf_case78484_epigrids_condensed_10 | 674562 | 6.55e+03 | 1.17e+04 | 1.79× | 25.2 | 167 | 6.62× | 24.4 | 167 | 6.84× | 21.7 | 51.7 | 2.38× | 1.56e+07 | 1.32e+07 | 0.0178 | 0.0148 | +| lap2d_300 | 90000 | 510 | 787 | 1.55× | 6.08 | 33.6 | 5.53× | 5.51 | 33.6 | 6.11× | 4.23 | 9.99 | 2.36× | 2.43e+06 | 2.47e+06 | 1.85e-12 | 1.76e-12 | +| lap3d_40 | 64000 | 633 | 904 | 1.43× | 43.7 | 303 | 6.93× | 42.9 | 303 | 7.06× | 5.54 | 22.9 | 4.14× | 1.75e+07 | 1.44e+07 | 8.92e-14 | 6.39e-14 | + +## LDLᵀ, static pivoting + +`ldlt`, T15 (done), structure `S`, Float64, nrhs = 1. + +| matrix | n | analysis cuDSS ms | SDS ms | ratio | factorization cuDSS ms | SDS ms | ratio | refactorization cuDSS ms | SDS ms | ratio | solve cuDSS ms | SDS ms | ratio | nnz(L) cuDSS | SDS | relres cuDSS | SDS | +| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | +| Boeing/bcsstk38 | 8032 | 68 | 139 | 2.05× | 5.39 | 47.1 | 8.75× | 3.72 | 47.1 | 12.66× | 0.675 | 2.79 | 4.14× | 7.99e+05 | 8.05e+05 | 7.1e-11 | 1.77e-10 | +| GHS_psdef/apache2 | 715176 | 7.69e+03 | 1.33e+04 | 1.73× | 314 | 1.88e+03 | 5.99× | 313 | 1.87e+03 | 5.98× | 13.2 | 108 | 8.18× | 1.45e+08 | 1.29e+08 | 1.57e-10 | 1.42e-10 | +| HB/bcsstk17 | 10974 | 76 | 169 | 2.22× | 4.1 | 56.6 | 13.81× | 3.8 | 56.5 | 14.88× | 0.702 | 5.18 | 7.38× | 1.08e+06 | 1.04e+06 | 3.62e-11 | 4.16e-11 | +| kkt_pglib_opf_case118_ieee_condensed_1 | 1088 | 24.8 | 11.4 | 0.46× | 0.758 | 2.67 | 3.53× | 0.476 | 2.65 | 5.57× | 0.342 | 1.28 | 3.75× | 1.52e+04 | 1.16e+04 | 5.35e-05 | 0.000111 | +| kkt_pglib_opf_case118_ieee_condensed_10 | 1088 | 24.7 | 11.4 | 0.46× | 1.25 | 2.6 | 2.08× | 0.484 | 2.56 | 5.30× | 0.334 | 1.37 | 4.10× | 1.52e+04 | 1.16e+04 | 1.18e-05 | 1.01e-05 | +| kkt_pglib_opf_case118_ieee_condensed_20 | 1088 | 24.8 | 11.4 | 0.46× | 0.724 | 2.67 | 3.69× | 0.475 | 2.64 | 5.56× | 0.336 | 1.3 | 3.87× | 1.52e+04 | 1.16e+04 | 0.0353 | 0.0365 | +| kkt_pglib_opf_case118_ieee_k2_1 | 3185 | 27.9 | 134 | 4.80× | 0.901 | 2.66 | 2.95× | 0.367 | 2.63 | 7.18× | 0.221 | 1.58 | 7.13× | 2e+04 | 2.11e+04 | 3.8 | 1.05 | +| kkt_pglib_opf_case118_ieee_k2_10 | 3185 | 27.9 | 137 | 4.93× | 0.675 | 2.59 | 3.84× | 0.353 | 2.56 | 7.26× | 0.222 | 1.61 | 7.27× | 2e+04 | 2.06e+04 | 7.08 | 0.00737 | +| kkt_pglib_opf_case118_ieee_k2_20 | 3185 | 27.9 | 134 | 4.81× | 2.12 | 2.56 | 1.21× | 0.356 | 2.53 | 7.10× | 0.223 | 1.56 | 7.01× | 2e+04 | 2.06e+04 | 12.6 | 0.0238 | +| kkt_pglib_opf_case1354_pegase_condensed_1 | 11192 | 101 | 127 | 1.26× | 1.26 | 10.3 | 8.17× | 0.956 | 10.2 | 10.70× | 0.335 | 1.71 | 5.11× | 1.55e+05 | 1.21e+05 | 0.000291 | 0.000313 | +| kkt_pglib_opf_case1354_pegase_condensed_10 | 11192 | 102 | 128 | 1.26× | 1.26 | 10.4 | 8.23× | 0.951 | 10.4 | 10.90× | 0.334 | 1.77 | 5.31× | 1.55e+05 | 1.21e+05 | 0.000146 | 0.00011 | +| kkt_pglib_opf_case1354_pegase_condensed_20 | 11192 | 99.7 | 128 | 1.29× | 1.26 | 10.4 | 8.27× | 0.935 | 10.4 | 11.11× | 0.337 | 1.73 | 5.13× | 1.55e+05 | 1.21e+05 | 6.73e-05 | 5.62e-05 | +| kkt_pglib_opf_case1354_pegase_k2_1 | 33811 | 193 | 2.3e+03 | 11.90× | 1.99 | 10.4 | 5.22× | 1.37 | 10.3 | 7.50× | 0.444 | 2.35 | 5.30× | 2.02e+05 | 2.16e+05 | 91.7 | 16.9 | +| kkt_pglib_opf_case1354_pegase_k2_10 | 33811 | 195 | 2.37e+03 | 12.18× | 1.66 | 9.47 | 5.72× | 1.37 | 9.44 | 6.90× | 0.442 | 2.19 | 4.95× | 2.02e+05 | 2.2e+05 | 56.3 | 29.6 | +| kkt_pglib_opf_case1354_pegase_k2_20 | 33811 | 192 | 2.39e+03 | 12.41× | 1.7 | 10.1 | 5.97× | 1.37 | 10.1 | 7.36× | 0.545 | 2.22 | 4.07× | 2.02e+05 | 2.21e+05 | 1.16e+03 | 27.5 | +| kkt_pglib_opf_case14_ieee_condensed_1 | 118 | 13.8 | 1.53 | 0.11× | 0.284 | 0.632 | 2.22× | 0.289 | 0.628 | 2.17× | 0.248 | 0.696 | 2.81× | 1.27e+03 | 1.03e+03 | 1.07e-06 | 8.58e-07 | +| kkt_pglib_opf_case14_ieee_condensed_10 | 118 | 13.8 | 1.51 | 0.11× | 0.29 | 0.637 | 2.19× | 0.287 | 0.632 | 2.20× | 0.246 | 0.692 | 2.81× | 1.27e+03 | 1.03e+03 | 3.42e-05 | 1.82e-05 | +| kkt_pglib_opf_case14_ieee_condensed_11 | 118 | 13.8 | 1.51 | 0.11× | 0.296 | 0.641 | 2.17× | 0.283 | 0.638 | 2.25× | 0.25 | 0.669 | 2.68× | 1.27e+03 | 1.03e+03 | 1.04e-05 | 7.29e-06 | +| kkt_pglib_opf_case14_ieee_k2_1 | 347 | 15.5 | 7.26 | 0.47× | 0.313 | 0.957 | 3.06× | 0.302 | 0.96 | 3.18× | 0.269 | 1.03 | 3.83× | 2.05e+03 | 2.15e+03 | 0.518 | 7.57e-08 | +| kkt_pglib_opf_case14_ieee_k2_10 | 347 | 15.5 | 7.23 | 0.47× | 0.197 | 0.965 | 4.91× | 0.177 | 0.952 | 5.38× | 0.154 | 0.977 | 6.34× | 2.05e+03 | 2.16e+03 | 0.409 | 4.36e-05 | +| kkt_pglib_opf_case14_ieee_k2_15 | 347 | 12 | 5.62 | 0.47× | 0.197 | 1.58 | 8.02× | 0.185 | 1.57 | 8.47× | 0.152 | 1.13 | 7.41× | 2.05e+03 | 3.23e+03 | 0.698 | 0.123 | +| kkt_pglib_opf_case78484_epigrids_condensed_1 | 674562 | 6.55e+03 | 1.21e+04 | 1.85× | 30.8 | 535 | 17.36× | 30.3 | 535 | 17.62× | 4.1 | 20.1 | 4.90× | 1.56e+07 | 1.32e+07 | 0.165 | 0.114 | +| kkt_pglib_opf_case78484_epigrids_condensed_10 | 674562 | 6.59e+03 | 1.14e+04 | 1.72× | 39.2 | 510 | 13.01× | 29.8 | 509 | 17.10× | 4.1 | 20.2 | 4.92× | 1.56e+07 | 1.32e+07 | 0.0168 | 0.0121 | +| kkt_pglib_opf_case78484_epigrids_k2_1 | 2091669 | 2.01e+04 | 5.44e+05 | 27.03× | 48.1 | 2.29e+03 | 47.68× | 47.4 | 2.26e+03 | 47.70× | 13.3 | 81.3 | 6.12× | 1.85e+07 | 2.77e+07 | 6.46e+09 | 1.9e+04 | +| kkt_pglib_opf_case78484_epigrids_k2_10 | 2091669 | 2.02e+04 | 5.69e+05 | 28.16× | 49.9 | 2.25e+03 | 45.05× | 46.7 | 2.23e+03 | 47.73× | 13.3 | 79 | 5.94× | 1.85e+07 | 2.7e+07 | 2.55e+04 | 8.08e+03 | +| lap2d_300 | 90000 | 478 | 807 | 1.69× | 7.38 | 50 | 6.77× | 7.02 | 49.9 | 7.11× | 1.21 | 5.94 | 4.92× | 2.43e+06 | 2.47e+06 | 1.61e-12 | 1.58e-12 | +| lap3d_40 | 64000 | 610 | 925 | 1.52× | 53 | 515 | 9.72× | 52.9 | 515 | 9.73× | 2.53 | 23.2 | 9.19× | 1.75e+07 | 1.44e+07 | 7.58e-14 | 6.27e-14 | + +## LDLᵀ + 2 refinement steps, K2 dumps + +`ldlt_ir2`, T16 (done), structure `S`, Float64, nrhs = 1. + +| matrix | n | analysis cuDSS ms | SDS ms | ratio | factorization cuDSS ms | SDS ms | ratio | refactorization cuDSS ms | SDS ms | ratio | solve cuDSS ms | SDS ms | ratio | nnz(L) cuDSS | SDS | relres cuDSS | SDS | +| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | +| kkt_pglib_opf_case118_ieee_k2_1 | 3185 | 28.9 | 133 | 4.59× | 0.664 | 2.63 | 3.96× | 0.357 | 2.59 | 7.26× | 0.489 | 7.54 | 15.44× | 2e+04 | 2.11e+04 | 0.000464 | 1.72e-08 | +| kkt_pglib_opf_case118_ieee_k2_10 | 3185 | 27.8 | 138 | 4.94× | 0.67 | 2.55 | 3.81× | 0.359 | 2.52 | 7.03× | 0.487 | 7.4 | 15.19× | 2e+04 | 2.06e+04 | 0.228 | 6.76e-10 | +| kkt_pglib_opf_case118_ieee_k2_20 | 3185 | 27.9 | 132 | 4.75× | 0.676 | 2.52 | 3.73× | 0.362 | 2.48 | 6.86× | 0.486 | 7.61 | 15.64× | 2e+04 | 2.06e+04 | 0.0968 | 1.29e-09 | +| kkt_pglib_opf_case1354_pegase_k2_1 | 33811 | 195 | 2.22e+03 | 11.39× | 1.67 | 10.3 | 6.17× | 1.37 | 10.3 | 7.49× | 1.27 | 43.2 | 34.00× | 2.02e+05 | 2.16e+05 | 35.3 | 0.0178 | +| kkt_pglib_opf_case1354_pegase_k2_10 | 33811 | 191 | 2.35e+03 | 12.26× | 1.67 | 9.51 | 5.68× | 1.36 | 9.41 | 6.90× | 1.26 | 42.5 | 33.87× | 2.02e+05 | 2.2e+05 | 60.4 | 0.657 | +| kkt_pglib_opf_case1354_pegase_k2_20 | 33811 | 193 | 2.36e+03 | 12.21× | 2.2 | 10.1 | 4.57× | 1.37 | 10 | 7.34× | 1.27 | 44.8 | 35.25× | 2.02e+05 | 2.21e+05 | 102 | 0.0683 | +| kkt_pglib_opf_case14_ieee_k2_1 | 347 | 12 | 6.89 | 0.57× | 0.2 | 0.934 | 4.67× | 0.188 | 0.92 | 4.90× | 0.295 | 3.21 | 10.87× | 2.05e+03 | 2.15e+03 | 3.35e-05 | 5.98e-13 | +| kkt_pglib_opf_case14_ieee_k2_10 | 347 | 12 | 7.22 | 0.60× | 0.199 | 0.943 | 4.74× | 0.192 | 0.925 | 4.83× | 0.296 | 3.23 | 10.93× | 2.05e+03 | 2.16e+03 | 5.93e-07 | 3.12e-14 | +| kkt_pglib_opf_case14_ieee_k2_15 | 347 | 12 | 5.47 | 0.46× | 0.197 | 1.56 | 7.95× | 0.18 | 1.53 | 8.52× | 0.592 | 3.58 | 6.06× | 2.05e+03 | 3.23e+03 | 2.35e-07 | 1.77e-09 | +| kkt_pglib_opf_case78484_epigrids_k2_1 | 2091669 | 2.01e+04 | 4.93e+05 | 24.49× | 48 | 2.29e+03 | 47.69× | 47.2 | 2.27e+03 | 47.98× | 46.1 | 6.18e+03 | 133.91× | 1.85e+07 | 2.77e+07 | 6.01e+06 | 4.13e+05 | +| kkt_pglib_opf_case78484_epigrids_k2_10 | 2091669 | 2.01e+04 | 5.61e+05 | 27.85× | 47.4 | 2.26e+03 | 47.65× | 46.5 | 2.23e+03 | 48.04× | 46.2 | 6.06e+03 | 131.15× | 1.85e+07 | 2.7e+07 | 6.25e+05 | 1.99e+05 | + +## Uniform batch of 8, Cholesky + +`ubatch8`, T17 (done), structure `SPD`, Float64, nrhs = 1, uniform batch of 8. + +| matrix | n | analysis cuDSS ms | SDS ms | ratio | factorization cuDSS ms | SDS ms | ratio | refactorization cuDSS ms | SDS ms | ratio | solve cuDSS ms | SDS ms | ratio | nnz(L) cuDSS | SDS | relres cuDSS | SDS | +| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | +| kkt_pglib_opf_case118_ieee_condensed_1 | 1088 | 19.9 | 10.7 | 0.54× | 0.966 | 1.17 | 1.21× | 0.627 | 1.14 | 1.82× | 0.265 | 1.22 | 4.61× | 1.52e+04 | 1.16e+04 | 1.84e-05 | 0.000101 | +| kkt_pglib_opf_case118_ieee_condensed_10 | 1088 | 19.9 | 10.7 | 0.54× | 0.952 | 1.15 | 1.20× | 0.626 | 1.12 | 1.79× | 0.265 | 1.27 | 4.78× | 1.52e+04 | 1.16e+04 | 1.35e-05 | 1.03e-05 | +| kkt_pglib_opf_case118_ieee_condensed_20 | 1088 | 19.9 | 10.7 | 0.54× | 0.962 | 1.15 | 1.19× | 0.627 | 1.13 | 1.80× | 0.264 | 1.3 | 4.93× | 1.52e+04 | 1.16e+04 | 0.146 | 0.0495 | +| kkt_pglib_opf_case1354_pegase_condensed_1 | 11192 | 97.9 | 122 | 1.25× | 3.13 | 4.81 | 1.54× | 2.82 | 4.76 | 1.69× | 0.644 | 1.76 | 2.73× | 1.55e+05 | 1.21e+05 | 0.000317 | 0.000273 | +| kkt_pglib_opf_case1354_pegase_condensed_10 | 11192 | 98.8 | 120 | 1.22× | 3.27 | 4.74 | 1.45× | 2.82 | 4.7 | 1.67× | 0.639 | 1.74 | 2.72× | 1.55e+05 | 1.21e+05 | 0.000154 | 0.000104 | +| kkt_pglib_opf_case1354_pegase_condensed_20 | 11192 | 100 | 121 | 1.21× | 3.12 | 4.74 | 1.52× | 2.82 | 4.71 | 1.67× | 0.642 | 1.72 | 2.68× | 1.55e+05 | 1.21e+05 | 7.5e-05 | 5.43e-05 | +| kkt_pglib_opf_case14_ieee_condensed_1 | 118 | 10.8 | 1.37 | 0.13× | 0.484 | 0.4 | 0.83× | 0.172 | 0.364 | 2.11× | 0.131 | 0.627 | 4.78× | 1.27e+03 | 1.03e+03 | 3.24e-07 | 9.03e-07 | +| kkt_pglib_opf_case14_ieee_condensed_10 | 118 | 10.8 | 1.37 | 0.13× | 0.484 | 0.392 | 0.81× | 0.171 | 0.398 | 2.33× | 0.131 | 0.633 | 4.82× | 1.27e+03 | 1.03e+03 | 2.89e-05 | 3.97e-05 | +| kkt_pglib_opf_case14_ieee_condensed_11 | 118 | 10.8 | 1.44 | 0.13× | 0.487 | 0.375 | 0.77× | 0.173 | 0.371 | 2.15× | 0.131 | 0.643 | 4.89× | 1.27e+03 | 1.03e+03 | 8.59e-06 | 7.96e-06 | +| kkt_pglib_opf_case78484_epigrids_condensed_1 | 674562 | 6.6e+03 | 1.06e+04 | 1.60× | 170 | 282 | 1.66× | 169 | 282 | 1.67× | 25.2 | 66.6 | 2.65× | 1.56e+07 | 1.32e+07 | 0.173 | 0.135 | +| kkt_pglib_opf_case78484_epigrids_condensed_10 | 674562 | 6.58e+03 | 1.06e+04 | 1.62× | 170 | 279 | 1.65× | 169 | 279 | 1.65× | 25.2 | 66.7 | 2.65× | 1.56e+07 | 1.32e+07 | 0.0176 | 0.0149 | + +## LU, unsymmetric + +`lu`, T19 (done), structure `G`, Float64, nrhs = 1. + +| matrix | n | analysis cuDSS ms | SDS ms | ratio | factorization cuDSS ms | SDS ms | ratio | refactorization cuDSS ms | SDS ms | ratio | solve cuDSS ms | SDS ms | ratio | nnz(L) cuDSS | SDS | relres cuDSS | SDS | +| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | +| Rajat/rajat21 | 411676 | 3.76e+03 | 4.86e+03 | 1.29× | 42.2 | 646 | 15.29× | 51.5 | 646 | 12.54× | 4.32 | 32.7 | 7.55× | 6.89e+06 | 2.37e+06 | 3.34e+07 | 2.9e+03 | +| TSOPF/TSOPF_RS_b39_c7 | 14098 | 199 | 223 | 1.12× | 2.99 | 28.1 | 9.41× | 2.71 | 28.1 | 10.38× | 0.516 | 8.02 | 15.52× | 1.47e+06 | 5.22e+05 | 9.07e+29 | 20.3 | + +## Schur complement, Cholesky + +`schur`, T20 (done), structure `SPD`, Float64, nrhs = 1. + +| matrix | n | analysis cuDSS ms | SDS ms | ratio | factorization cuDSS ms | SDS ms | ratio | refactorization cuDSS ms | SDS ms | ratio | solve cuDSS ms | SDS ms | ratio | nnz(L) cuDSS | SDS | relres cuDSS | SDS | +| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | +| kkt_pglib_opf_case118_ieee_condensed_1 | 1088 | 24.9 | 11.6 | 0.47× | 0.709 | 1.57 | 2.21× | 0.335 | 1.5 | 4.47× | 0.142 | 0.754 | 5.33× | 1.96e+04 | 1.85e+04 | | | +| kkt_pglib_opf_case118_ieee_condensed_10 | 1088 | 19.7 | 11.8 | 0.60× | 0.647 | 1.58 | 2.44× | 0.34 | 1.52 | 4.46× | 0.143 | 0.735 | 5.15× | 1.96e+04 | 1.85e+04 | | | +| kkt_pglib_opf_case118_ieee_condensed_20 | 1088 | 19.7 | 11.7 | 0.60× | 3.38 | 1.5 | 0.44× | 0.353 | 1.48 | 4.18× | 0.159 | 0.675 | 4.25× | 1.96e+04 | 1.85e+04 | | | +| kkt_pglib_opf_case1354_pegase_condensed_1 | 11192 | 103 | 129 | 1.25× | 1.18 | 4.86 | 4.10× | 0.856 | 4.83 | 5.64× | 0.2 | 1.01 | 5.04× | 1.65e+05 | 1.31e+05 | | | +| kkt_pglib_opf_case1354_pegase_condensed_10 | 11192 | 99.9 | 128 | 1.28× | 1.18 | 4.83 | 4.11× | 0.851 | 4.81 | 5.64× | 0.213 | 0.973 | 4.57× | 1.65e+05 | 1.31e+05 | | | +| kkt_pglib_opf_case1354_pegase_condensed_20 | 11192 | 103 | 128 | 1.24× | 1.17 | 4.84 | 4.15× | 0.873 | 4.8 | 5.50× | 0.199 | 1.01 | 5.07× | 1.65e+05 | 1.31e+05 | | | +| kkt_pglib_opf_case14_ieee_condensed_1 | 118 | 10.8 | 1.61 | 0.15× | 0.218 | 0.504 | 2.31× | 0.197 | 0.464 | 2.36× | 0.115 | 0.405 | 3.52× | 1.51e+03 | 1.3e+03 | | | +| kkt_pglib_opf_case14_ieee_condensed_10 | 118 | 10.8 | 1.96 | 0.18× | 0.222 | 0.691 | 3.11× | 0.201 | 0.533 | 2.66× | 0.117 | 0.441 | 3.77× | 1.51e+03 | 1.3e+03 | | | +| kkt_pglib_opf_case14_ieee_condensed_11 | 118 | 10.8 | 2.01 | 0.19× | 0.222 | 0.545 | 2.46× | 0.195 | 0.508 | 2.60× | 0.116 | 0.435 | 3.75× | 1.51e+03 | 1.3e+03 | | | +| kkt_pglib_opf_case78484_epigrids_condensed_1 | 674562 | 6.65e+03 | 1.24e+04 | 1.86× | 26.7 | 166 | 6.22× | 26 | 166 | 6.37× | 1.89 | 9.71 | 5.14× | 1.57e+07 | 1.34e+07 | | | +| kkt_pglib_opf_case78484_epigrids_condensed_10 | 674562 | 6.66e+03 | 1.19e+04 | 1.79× | 26.8 | 165 | 6.18× | 26.2 | 165 | 6.30× | 1.89 | 9.59 | 5.06× | 1.57e+07 | 1.34e+07 | | | + +## LDLᵀ + matching (algo5), K2 dumps + +`ldlt_matching`, T21 (done), structure `S`, Float64, nrhs = 1. + +| matrix | n | analysis cuDSS ms | SDS ms | ratio | factorization cuDSS ms | SDS ms | ratio | refactorization cuDSS ms | SDS ms | ratio | solve cuDSS ms | SDS ms | ratio | nnz(L) cuDSS | SDS | relres cuDSS | SDS | +| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | +| kkt_pglib_opf_case118_ieee_k2_1 | 3185 | 39.3 | 30 | 0.76× | 6.89 | 3.38 | 0.49× | 0.841 | 3.36 | 4.00× | 0.279 | 1.81 | 6.47× | 7.41e+04 | 3.61e+04 | 3.1e-12 | 4.39e-12 | +| kkt_pglib_opf_case118_ieee_k2_10 | 3185 | 39.3 | 37.9 | 0.96× | 1.12 | 3.16 | 2.82× | 0.776 | 3.08 | 3.96× | 0.253 | 1.66 | 6.54× | 6.87e+04 | 3.47e+04 | 7.32e-13 | 7.39e-13 | +| kkt_pglib_opf_case118_ieee_k2_20 | 3185 | 39.5 | 31.3 | 0.79× | 2.16 | 3.52 | 1.63× | 0.809 | 3.48 | 4.30× | 0.261 | 1.76 | 6.74× | 6.93e+04 | 3.44e+04 | 5.12e-13 | 4.08e-13 | +| kkt_pglib_opf_case1354_pegase_k2_1 | 33811 | 255 | 349 | 1.37× | 3.75 | 16 | 4.28× | 3.1 | 16 | 5.16× | 0.524 | 2.53 | 4.83× | 7.23e+05 | 3.68e+05 | 0.00447 | 0.000311 | +| kkt_pglib_opf_case1354_pegase_k2_10 | 33811 | 259 | 374 | 1.44× | 3.34 | 14.8 | 4.43× | 3.03 | 14.7 | 4.86× | 0.517 | 2.48 | 4.80× | 7.21e+05 | 3.65e+05 | 0.00902 | 0.000577 | +| kkt_pglib_opf_case1354_pegase_k2_20 | 33811 | 260 | 419 | 1.61× | 3.49 | 14.8 | 4.23× | 3.17 | 14.7 | 4.64× | 0.526 | 2.26 | 4.29× | 7.23e+05 | 3.63e+05 | 0.0147 | 0.000394 | +| kkt_pglib_opf_case14_ieee_k2_1 | 347 | 13.6 | 4.13 | 0.30× | 0.33 | 1.23 | 3.73× | 0.313 | 1.19 | 3.80× | 0.17 | 0.832 | 4.89× | 7.11e+03 | 3.64e+03 | 7.95e-13 | 1.58e-12 | +| kkt_pglib_opf_case14_ieee_k2_10 | 347 | 13.1 | 3.95 | 0.30× | 0.295 | 1.04 | 3.54× | 0.283 | 1.02 | 3.61× | 0.159 | 0.811 | 5.10× | 6.76e+03 | 3.54e+03 | 5.73e-14 | 7.09e-14 | +| kkt_pglib_opf_case14_ieee_k2_15 | 347 | 13.1 | 4.07 | 0.31× | 0.301 | 1.06 | 3.53× | 0.286 | 1.06 | 3.70× | 0.157 | 0.857 | 5.46× | 6.76e+03 | 3.53e+03 | 9.6e-14 | 4.87e-14 | +| kkt_pglib_opf_case78484_epigrids_k2_1 | 2091669 | 2.43e+04 | 3.71e+04 | 1.53× | 130 | 714 | 5.49× | 129 | 685 | 5.31× | 14.4 | 43.1 | 2.99× | 7.45e+07 | 4.08e+07 | 1.06e+08 | 0.000612 | +| kkt_pglib_opf_case78484_epigrids_k2_10 | 2091669 | 2.48e+04 | 4.27e+04 | 1.73× | 132 | 760 | 5.74× | 132 | 726 | 5.51× | 14.4 | 49.9 | 3.46× | 7.41e+07 | 4.13e+07 | 6.03e+09 | 0.000205 | + +## Non-uniform batch, condensed dumps + +`nubatch`, T22 (pending), structure `SPD`, Float64, nrhs = 1. + +| matrix | n | analysis cuDSS ms | SDS ms | ratio | factorization cuDSS ms | SDS ms | ratio | refactorization cuDSS ms | SDS ms | ratio | solve cuDSS ms | SDS ms | ratio | nnz(L) cuDSS | SDS | relres cuDSS | SDS | +| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | +| batch_of_11 | 1386318 | 1.43e+04 | | | 53.1 | | | 50.9 | | | 11.9 | | | 3.16e+07 | | 0.14 | | + +## Partitioned-inverse solve (SDS algo1, cuDSS default) + +`solve_algo1`, T25 (pending), structure `SPD`, Float64, nrhs = 1. + +| matrix | n | analysis cuDSS ms | SDS ms | ratio | factorization cuDSS ms | SDS ms | ratio | refactorization cuDSS ms | SDS ms | ratio | solve cuDSS ms | SDS ms | ratio | nnz(L) cuDSS | SDS | relres cuDSS | SDS | +| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | +| Boeing/bcsstk38 | 8032 | 61.4 | | | 5.15 | | | 2.81 | | | 0.647 | | | 7.99e+05 | | 2.53e-10 | | +| GHS_psdef/apache2 | 715176 | 7.66e+03 | | | 264 | | | 264 | | | 9.97 | | | 1.45e+08 | | 1.79e-10 | | +| HB/bcsstk17 | 10974 | 77.1 | | | 3.22 | | | 2.9 | | | 0.671 | | | 1.08e+06 | | 4.07e-11 | | +| kkt_pglib_opf_case118_ieee_condensed_1 | 1088 | 19.9 | | | 0.635 | | | 0.328 | | | 0.245 | | | 1.52e+04 | | 6.49e-05 | | +| kkt_pglib_opf_case118_ieee_condensed_10 | 1088 | 19.9 | | | 0.66 | | | 0.318 | | | 0.233 | | | 1.52e+04 | | 1.06e-05 | | +| kkt_pglib_opf_case118_ieee_condensed_20 | 1088 | 19.9 | | | 0.646 | | | 0.316 | | | 0.225 | | | 1.52e+04 | | 0.0836 | | +| kkt_pglib_opf_case1354_pegase_condensed_1 | 11192 | 100 | | | 1.1 | | | 0.784 | | | 0.345 | | | 1.55e+05 | | 0.000326 | | +| kkt_pglib_opf_case1354_pegase_condensed_10 | 11192 | 98 | | | 1.1 | | | 0.777 | | | 0.325 | | | 1.55e+05 | | 0.000152 | | +| kkt_pglib_opf_case1354_pegase_condensed_20 | 11192 | 98.2 | | | 1.87 | | | 0.764 | | | 0.326 | | | 1.55e+05 | | 8.09e-05 | | +| kkt_pglib_opf_case14_ieee_condensed_1 | 118 | 10.8 | | | 0.181 | | | 0.161 | | | 0.137 | | | 1.27e+03 | | 2.55e-07 | | +| kkt_pglib_opf_case14_ieee_condensed_10 | 118 | 10.8 | | | 0.181 | | | 0.16 | | | 0.136 | | | 1.27e+03 | | 3.97e-05 | | +| kkt_pglib_opf_case14_ieee_condensed_11 | 118 | 10.8 | | | 0.183 | | | 0.16 | | | 0.135 | | | 1.27e+03 | | 2.24e-05 | | +| kkt_pglib_opf_case78484_epigrids_condensed_1 | 674562 | 6.55e+03 | | | 25.1 | | | 24.4 | | | 3.8 | | | 1.56e+07 | | 0.155 | | +| kkt_pglib_opf_case78484_epigrids_condensed_10 | 674562 | 6.56e+03 | | | 25 | | | 24.4 | | | 3.8 | | | 1.56e+07 | | 0.0178 | | +| lap2d_300 | 90000 | 479 | | | 5.83 | | | 5.5 | | | 1.13 | | | 2.43e+06 | | 1.84e-12 | | +| lap3d_40 | 64000 | 612 | | | 46.3 | | | 42.9 | | | 2.41 | | | 1.75e+07 | | 8.21e-14 | | + +## Hybrid memory mode + +`hybrid_memory`, T26 (pending), structure `SPD`, Float64, nrhs = 1. + +| matrix | n | analysis cuDSS ms | SDS ms | ratio | factorization cuDSS ms | SDS ms | ratio | refactorization cuDSS ms | SDS ms | ratio | solve cuDSS ms | SDS ms | ratio | nnz(L) cuDSS | SDS | relres cuDSS | SDS | +| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | +| GHS_psdef/apache2 | 715176 | 7.71e+03 | | | 265 | | | 264 | | | 9.97 | | | 1.45e+08 | | 1.79e-10 | | +| kkt_pglib_opf_case1354_pegase_condensed_1 | 11192 | 99.2 | | | 1.16 | | | 0.781 | | | 0.327 | | | 1.55e+05 | | 0.000321 | | +| kkt_pglib_opf_case1354_pegase_condensed_10 | 11192 | 98.4 | | | 1.09 | | | 0.764 | | | 0.325 | | | 1.55e+05 | | 0.000146 | | +| kkt_pglib_opf_case1354_pegase_condensed_20 | 11192 | 98.2 | | | 1.09 | | | 0.764 | | | 0.327 | | | 1.55e+05 | | 7.71e-05 | | + +## Float32 factors, Float64 refinement + +`mixed_precision`, T27 (pending), structure `SPD`, Float64, nrhs = 1, no cuDSS counterpart. + +Not run yet. + +## Runs + +* cuDSS 0.8.0 on Quadro GV100, repository 8a452f0+dirty, 2026-10-08. +* SparseDirectSolver.jl 0.1.0 on Quadro GV100, repository 8a452f0+dirty, 2026-10-09. diff --git a/bench/comparison-gv100/comparison.png b/bench/comparison-gv100/comparison.png new file mode 100644 index 00000000..7f35d6c1 Binary files /dev/null and b/bench/comparison-gv100/comparison.png differ diff --git a/bench/comparison-gv100/cudss.csv b/bench/comparison-gv100/cudss.csv new file mode 100644 index 00000000..2993b452 --- /dev/null +++ b/bench/comparison-gv100/cudss.csv @@ -0,0 +1,127 @@ +solver,feature,task,matrix,structure,n,nnz,T,nrhs,nbatch,analysis_s,factorization_s,refactorization_s,solve_s,analysis_min_s,factorization_min_s,refactorization_min_s,solve_min_s,lu_nnz,flops,nsuperpanels,relres,samples,status,device,version,git_sha,date +cudss,cholesky_f64,T13,Boeing/bcsstk38,SPD,8032,355460,Float64,1,1,0.064999539,0.003095827,0.002807449,0.00064201,0.060300336,0.003094385,0.002787795,0.000633514,798965,130393272,0,2.1362732900373895e-10,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,GHS_psdef/apache2,SPD,715176,4817870,Float64,1,1,7.705200361,0.265192644,0.264030786,0.009940697,7.673937595,0.26461381,0.26359667,0.009909215,144624555,228522934388,21,1.789585234492284e-10,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,HB/bcsstk17,SPD,10974,428650,Float64,1,1,0.073375949,0.004270767,0.00290683,0.0006698,0.072978439,0.003191313,0.002881145,0.00066438,1077096,167140496,0,3.9062363897516044e-11,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,kkt_pglib_opf_case118_ieee_condensed_1,SPD,1088,12860,Float64,1,1,0.019904901,0.000847561,0.000315462,0.000227018,0.019889125,0.000752629,0.00031421,0.000224813,15200,272110,0,3.6400229766023885e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,kkt_pglib_opf_case118_ieee_condensed_10,SPD,1088,12860,Float64,1,1,0.019932614,0.003169784,0.000314018,0.000225447,0.019878686,0.000619376,0.000311993,0.000222115,15200,272110,0,1.3801629270858276e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,kkt_pglib_opf_case118_ieee_condensed_20,SPD,1088,12860,Float64,1,1,0.019918299,0.000622902,0.000315915,0.000225592,0.019908202,0.000622268,0.000311162,0.000221053,15200,272110,0,0.046572725699223064,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,kkt_pglib_opf_case1354_pegase_condensed_1,SPD,11192,136724,Float64,1,1,0.098072346,0.003308438,0.000780033,0.000332307,0.097833601,0.001068959,0.000759791,0.000324678,155201,3329818,0,0.0003122503179414002,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,kkt_pglib_opf_case1354_pegase_condensed_10,SPD,11192,136724,Float64,1,1,0.098123155,0.003255224,0.000777904,0.000328261,0.097911642,0.001098421,0.000770667,0.000326027,155201,3329818,0,0.0001440999030191872,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,kkt_pglib_opf_case1354_pegase_condensed_20,SPD,11192,136724,Float64,1,1,0.098373033,0.001108749,0.000785104,0.000323303,0.09768608,0.001083165,0.000775855,0.000321844,155201,3329818,0,7.716585113021588e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,kkt_pglib_opf_case14_ieee_condensed_1,SPD,118,1282,Float64,1,1,0.010794459,0.000183804,0.000166006,0.000138962,0.010768329,0.00018147,0.000163696,0.000137338,1268,15255,0,1.133774974192117e-6,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,kkt_pglib_opf_case14_ieee_condensed_10,SPD,118,1282,Float64,1,1,0.010771854,0.000185644,0.000165182,0.000137817,0.01076058,0.000182147,0.000162779,0.000136982,1268,15255,0,4.2683144076881134e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,kkt_pglib_opf_case14_ieee_condensed_11,SPD,118,1282,Float64,1,1,0.010788836,0.000185848,0.000167302,0.000138632,0.010760669,0.000184022,0.000163737,0.000136028,1268,15255,0,9.603204227640593e-6,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,kkt_pglib_opf_case78484_epigrids_condensed_1,SPD,674562,7936414,Float64,1,1,6.569747828,0.024928917,0.024497581,0.003794454,6.565949293,0.024630689,0.024240592,0.003779946,15554630,1469673073,0,0.15320816427651932,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,kkt_pglib_opf_case78484_epigrids_condensed_10,SPD,674562,7936414,Float64,1,1,6.559852601,0.024785275,0.024442903,0.00378581,6.555690484,0.024720824,0.024313386,0.003769443,15554630,1469673073,0,0.017640397463792364,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,lap2d_300,SPD,90000,448800,Float64,1,1,0.511977805,0.00605892,0.005527636,0.001135328,0.509539828,0.006048013,0.005490201,0.001119964,2428175,317918802,0,1.839041722707578e-12,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_f64,T13,lap3d_40,SPD,64000,438400,Float64,1,1,0.636986724,0.044330413,0.043235135,0.002436321,0.633926916,0.043726974,0.042923833,0.002420955,17527585,21925367162,2,8.214178435163057e-14,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,Boeing/bcsstk38,SPD,8032,355460,Float64,16,1,0.061471931,0.003120425,0.002814637,0.000888397,0.060393866,0.003088085,0.00279852,0.000881736,798965,130393272,0,7.312915754528645e-10,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,GHS_psdef/apache2,SPD,715176,4817870,Float64,16,1,7.67057382,0.265487784,0.264479484,0.043925428,7.66344769,0.264683488,0.264052015,0.043869501,144624555,228522934388,21,1.820498473327344e-10,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,HB/bcsstk17,SPD,10974,428650,Float64,16,1,0.074142441,0.003214796,0.002909549,0.000967388,0.073110239,0.003196917,0.002897053,0.000955089,1077096,167140496,0,4.569264917777994e-11,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,kkt_pglib_opf_case118_ieee_condensed_1,SPD,1088,12860,Float64,16,1,0.01993137,0.000858345,0.00031932,0.000308104,0.019910232,0.000621672,0.00031272,0.000307734,15200,272110,0,5.338209377985221e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,kkt_pglib_opf_case118_ieee_condensed_10,SPD,1088,12860,Float64,16,1,0.019927306,0.000616389,0.000321717,0.000306928,0.019903724,0.000611295,0.000314366,0.00030421,15200,272110,0,1.476213682565357e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,kkt_pglib_opf_case118_ieee_condensed_20,SPD,1088,12860,Float64,16,1,0.019901973,0.000624219,0.000315621,0.000306222,0.019889022,0.000615057,0.000314325,0.000305106,15200,272110,0,0.10751442137043135,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,kkt_pglib_opf_case1354_pegase_condensed_1,SPD,11192,136724,Float64,16,1,0.100619743,0.001093081,0.000770569,0.000612108,0.097689822,0.001075405,0.000765337,0.000610837,155201,3329818,0,0.00039227116120409367,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,kkt_pglib_opf_case1354_pegase_condensed_10,SPD,11192,136724,Float64,16,1,0.097932691,0.001090326,0.000773761,0.000608779,0.097679818,0.001075651,0.000764398,0.000606592,155201,3329818,0,0.00015201008697926846,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,kkt_pglib_opf_case1354_pegase_condensed_20,SPD,11192,136724,Float64,16,1,0.102889969,0.001094201,0.000766814,0.000608712,0.0977185,0.001087189,0.000763271,0.000606791,155201,3329818,0,0.00010068328246352301,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,kkt_pglib_opf_case14_ieee_condensed_1,SPD,118,1282,Float64,16,1,0.010788424,0.0001869,0.000165172,0.000160293,0.010772978,0.000182064,0.000164049,0.000158274,1268,15255,0,1.1788676976102841e-6,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,kkt_pglib_opf_case14_ieee_condensed_10,SPD,118,1282,Float64,16,1,0.010773573,0.000187376,0.000167218,0.000164322,0.010766672,0.000184082,0.000164678,0.000156629,1268,15255,0,6.74639749002417e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,kkt_pglib_opf_case14_ieee_condensed_11,SPD,118,1282,Float64,16,1,0.010786874,0.00018738,0.000169023,0.000157363,0.010764581,0.000186726,0.000163493,0.000156317,1268,15255,0,4.361938442869111e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,kkt_pglib_opf_case78484_epigrids_condensed_1,SPD,674562,7936414,Float64,16,1,6.558993518,0.024933914,0.024452937,0.021738587,6.54706538,0.024719955,0.024360924,0.021731193,15554630,1469673073,0,0.18491721316818224,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,kkt_pglib_opf_case78484_epigrids_condensed_10,SPD,674562,7936414,Float64,16,1,6.551954923,0.025160527,0.024389361,0.021696459,6.537958221,0.024883277,0.02410197,0.021678022,15554630,1469673073,0,0.017803190298986197,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,lap2d_300,SPD,90000,448800,Float64,16,1,0.50953286,0.006082697,0.005508531,0.004233276,0.506456792,0.006021627,0.005491258,0.004203431,2428175,317918802,0,1.85099289228328e-12,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,cholesky_nrhs16,T12,lap3d_40,SPD,64000,438400,Float64,16,1,0.633487459,0.043724999,0.042879773,0.00553785,0.632878803,0.043327293,0.04264924,0.005532498,17527585,21925367162,2,8.923873831750635e-14,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,Boeing/bcsstk38,S,8032,355460,Float64,1,1,0.067995294,0.005386153,0.003722227,0.000674731,0.064795458,0.004046682,0.003712027,0.000665692,798965,130393272,0,7.095110795999743e-11,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,GHS_psdef/apache2,S,715176,4817870,Float64,1,1,7.692427036,0.31421505,0.313168655,0.013242784,7.680199359,0.313370765,0.312672296,0.010266615,144624555,228522934388,21,1.5714827763179924e-10,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,HB/bcsstk17,S,10974,428650,Float64,1,1,0.075980347,0.004098096,0.003800979,0.000702457,0.073191007,0.004068608,0.003782377,0.000698348,1077096,167140496,0,3.620145186669755e-11,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case118_ieee_condensed_1,S,1088,12860,Float64,1,1,0.02479056,0.00075765,0.000476361,0.000341503,0.024642442,0.000749136,0.000474447,0.000330093,15200,272110,0,5.347143297202352e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case118_ieee_condensed_10,S,1088,12860,Float64,1,1,0.024710709,0.001247059,0.00048427,0.00033407,0.024145238,0.000725976,0.000472481,0.000330291,15200,272110,0,1.1804295252269577e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case118_ieee_condensed_20,S,1088,12860,Float64,1,1,0.024779173,0.000724469,0.000474722,0.000336129,0.02306361,0.000722715,0.000466935,0.000231762,15200,272110,0,0.03525196872933484,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case118_ieee_k2_1,S,3185,17819,Float64,1,1,0.027865382,0.000900682,0.000366523,0.000221214,0.027854128,0.000674385,0.000356181,0.000218452,20022,183597,0,3.8030590409483858,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case118_ieee_k2_10,S,3185,17819,Float64,1,1,0.027855486,0.00067458,0.000353115,0.000221696,0.027819393,0.000663412,0.000352056,0.000220132,20022,183597,0,7.079756082666193,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case118_ieee_k2_20,S,3185,17819,Float64,1,1,0.02787731,0.002115359,0.000355938,0.000222703,0.027834165,0.000673622,0.000350903,0.000217551,20022,183597,0,12.602316227857361,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case1354_pegase_condensed_1,S,11192,136724,Float64,1,1,0.100938476,0.001257747,0.000956269,0.000334675,0.097583314,0.001236441,0.000948125,0.000332555,155201,3329818,0,0.0002908822632750786,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case1354_pegase_condensed_10,S,11192,136724,Float64,1,1,0.101767095,0.001263516,0.000950561,0.000333983,0.098002716,0.001252254,0.000941244,0.000332073,155201,3329818,0,0.00014598259519248754,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case1354_pegase_condensed_20,S,11192,136724,Float64,1,1,0.099662938,0.00126018,0.000935404,0.000336735,0.09758536,0.00124212,0.000932609,0.000333946,155201,3329818,0,6.734010129294929e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case1354_pegase_k2_1,S,33811,188063,Float64,1,1,0.193403739,0.001993517,0.001373378,0.000443645,0.190886708,0.001681208,0.00135643,0.000441605,202300,2326076,0,91.66111975922111,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case1354_pegase_k2_10,S,33811,188063,Float64,1,1,0.194554961,0.001657702,0.001367976,0.000442099,0.19058838,0.001646434,0.001362801,0.00043945,202300,2326076,0,56.25745695508454,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case1354_pegase_k2_20,S,33811,188063,Float64,1,1,0.192233958,0.001697756,0.001366222,0.000544606,0.190243067,0.001637264,0.001360275,0.000539555,202300,2326076,0,1161.712231353449,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case14_ieee_condensed_1,S,118,1282,Float64,1,1,0.013826236,0.000283835,0.000288991,0.000247964,0.013613704,0.000281858,0.000283299,0.000243473,1268,15255,0,1.0681731870758567e-6,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case14_ieee_condensed_10,S,118,1282,Float64,1,1,0.013782103,0.000290472,0.000287486,0.00024617,0.013587431,0.00028591,0.000281524,0.000235839,1268,15255,0,3.422759649059638e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case14_ieee_condensed_11,S,118,1282,Float64,1,1,0.013801446,0.000295628,0.00028326,0.000250089,0.011939036,0.000282852,0.000174698,0.000138706,1268,15255,0,1.0395022961616498e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case14_ieee_k2_1,S,347,1933,Float64,1,1,0.015522355,0.000312568,0.000301807,0.000269411,0.01521209,0.000294962,0.000196666,0.000253857,2048,15401,0,0.5183719709317326,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case14_ieee_k2_10,S,347,1933,Float64,1,1,0.015506586,0.000196536,0.000177053,0.000154012,0.011969701,0.000191117,0.000172493,0.000147806,2048,15401,0,0.40930955551753356,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case14_ieee_k2_15,S,347,1933,Float64,1,1,0.01196723,0.000197224,0.000185496,0.000151948,0.011942183,0.000193018,0.000172107,0.000146943,2048,15401,0,0.6984149551898986,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case78484_epigrids_condensed_1,S,674562,7936414,Float64,1,1,6.550120728,0.030794914,0.030339761,0.004102392,6.535125794,0.030600378,0.030214068,0.004092383,15554630,1469673073,0,0.1653027084607183,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case78484_epigrids_condensed_10,S,674562,7936414,Float64,1,1,6.587338911,0.039189939,0.029786881,0.00409503,6.567422007,0.030298178,0.029730191,0.004092355,15554630,1469673073,0,0.016786953777290756,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case78484_epigrids_k2_1,S,2091669,11770277,Float64,1,1,20.135416745,0.048056047,0.047432841,0.013292728,20.103790517,0.048037854,0.047253105,0.013288609,18487523,1126504689,0,6.460082247725613e9,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,kkt_pglib_opf_case78484_epigrids_k2_10,S,2091669,11770277,Float64,1,1,20.189487168,0.049858881,0.046670979,0.013296709,20.186852302,0.047257879,0.046403743,0.013294756,18487523,1126504689,0,25462.219071956744,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,lap2d_300,S,90000,448800,Float64,1,1,0.477512827,0.007379456,0.007018509,0.001207784,0.476539939,0.007308426,0.006984016,0.001204902,2428175,317918802,0,1.61303491560536e-12,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt,T15,lap3d_40,S,64000,438400,Float64,1,1,0.610084058,0.052980959,0.052927336,0.00252809,0.608093738,0.052851339,0.052624788,0.002514351,17527585,21925367162,2,7.584958771133913e-14,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_ir2,T16,kkt_pglib_opf_case118_ieee_k2_1,S,3185,17819,Float64,1,1,0.02892164,0.000663892,0.000357033,0.000488512,0.028393736,0.000641686,0.000356167,0.000487101,20022,183597,0,0.00046392459990464896,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_ir2,T16,kkt_pglib_opf_case118_ieee_k2_10,S,3185,17819,Float64,1,1,0.027843207,0.000670253,0.000358952,0.000487193,0.027802062,0.000656622,0.000355342,0.000484993,20022,183597,0,0.22758605104464297,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_ir2,T16,kkt_pglib_opf_case118_ieee_k2_20,S,3185,17819,Float64,1,1,0.027867682,0.000676097,0.000361574,0.000486177,0.027823705,0.000672555,0.000356135,0.000485622,20022,183597,0,0.09677373860807566,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_ir2,T16,kkt_pglib_opf_case1354_pegase_k2_1,S,33811,188063,Float64,1,1,0.194632649,0.001672484,0.001372266,0.001270318,0.190566428,0.001657897,0.0013662,0.001263929,202300,2326076,0,35.33858037725026,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_ir2,T16,kkt_pglib_opf_case1354_pegase_k2_10,S,33811,188063,Float64,1,1,0.191298433,0.001673817,0.001364573,0.0012561,0.190354016,0.001656279,0.001357053,0.001251077,202300,2326076,0,60.3616177747509,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_ir2,T16,kkt_pglib_opf_case1354_pegase_k2_20,S,33811,188063,Float64,1,1,0.192917399,0.00220178,0.001367437,0.001269921,0.191081623,0.001654622,0.001364258,0.00126502,202300,2326076,0,102.1933447147118,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_ir2,T16,kkt_pglib_opf_case14_ieee_k2_1,S,347,1933,Float64,1,1,0.011993739,0.000199956,0.000187901,0.000295168,0.011981606,0.000198231,0.000179672,0.000293734,2048,15401,0,3.3489990651009444e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_ir2,T16,kkt_pglib_opf_case14_ieee_k2_10,S,347,1933,Float64,1,1,0.011971948,0.000199032,0.000191736,0.000295773,0.011962934,0.000192538,0.000186454,0.000292191,2048,15401,0,5.930303501549897e-7,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_ir2,T16,kkt_pglib_opf_case14_ieee_k2_15,S,347,1933,Float64,1,1,0.012023509,0.000196718,0.00017989,0.000591859,0.011975607,0.000189583,0.000178893,0.000478884,2048,15401,0,2.345177591123125e-7,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_ir2,T16,kkt_pglib_opf_case78484_epigrids_k2_1,S,2091669,11770277,Float64,1,1,20.112399214,0.047975381,0.047230189,0.046148024,20.109384425,0.047880775,0.047080481,0.046146146,18487523,1126504689,0,6.007876121713949e6,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_ir2,T16,kkt_pglib_opf_case78484_epigrids_k2_10,S,2091669,11770277,Float64,1,1,20.139223728,0.047387988,0.0464877,0.046171126,20.114626884,0.047177315,0.046399778,0.046168266,18487523,1126504689,0,624982.1624599457,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ubatch8,T17,kkt_pglib_opf_case118_ieee_condensed_1,SPD,1088,12860,Float64,1,8,0.01989601,0.000966453,0.000626797,0.000265194,0.019887087,0.000958631,0.000623008,0.000261771,15200,272110,0,1.8363235438901045e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ubatch8,T17,kkt_pglib_opf_case118_ieee_condensed_10,SPD,1088,12860,Float64,1,8,0.019884612,0.000951745,0.000625773,0.000264797,0.019877792,0.000949169,0.000621443,0.000262925,15200,272110,0,1.345081993104875e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ubatch8,T17,kkt_pglib_opf_case118_ieee_condensed_20,SPD,1088,12860,Float64,1,8,0.019900921,0.000962175,0.000626513,0.000264073,0.01986564,0.000952103,0.000618663,0.000262085,15200,272110,0,0.14564745236862903,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ubatch8,T17,kkt_pglib_opf_case1354_pegase_condensed_1,SPD,11192,136724,Float64,1,8,0.097907974,0.00313261,0.002819404,0.000644275,0.097687329,0.00312355,0.0028141,0.000637277,155201,3329818,0,0.0003172817104599787,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ubatch8,T17,kkt_pglib_opf_case1354_pegase_condensed_10,SPD,11192,136724,Float64,1,8,0.098787161,0.003273355,0.002818335,0.000639203,0.097733001,0.003131657,0.002810796,0.000637315,155201,3329818,0,0.00015393530689036456,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ubatch8,T17,kkt_pglib_opf_case1354_pegase_condensed_20,SPD,11192,136724,Float64,1,8,0.099987148,0.003124558,0.002816451,0.000642467,0.098133461,0.003116961,0.002811553,0.000641675,155201,3329818,0,7.501207161680047e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ubatch8,T17,kkt_pglib_opf_case14_ieee_condensed_1,SPD,118,1282,Float64,1,8,0.010763196,0.000483853,0.00017245,0.000131254,0.01075772,0.00047716,0.000171641,0.000129438,1268,15255,0,3.2410069963424963e-7,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ubatch8,T17,kkt_pglib_opf_case14_ieee_condensed_10,SPD,118,1282,Float64,1,8,0.010771724,0.000483832,0.000170503,0.000131414,0.010754394,0.000479808,0.000169235,0.000127559,1268,15255,0,2.890238760292203e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ubatch8,T17,kkt_pglib_opf_case14_ieee_condensed_11,SPD,118,1282,Float64,1,8,0.010771224,0.000486736,0.000172864,0.000131314,0.010763194,0.000475516,0.000170353,0.000127937,1268,15255,0,8.59108212268016e-6,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ubatch8,T17,kkt_pglib_opf_case78484_epigrids_condensed_1,SPD,674562,7936414,Float64,1,8,6.600159711,0.169619573,0.168990309,0.02516346,6.577470383,0.169318322,0.168702357,0.025155759,15554630,1469673073,0,0.1730107744294277,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ubatch8,T17,kkt_pglib_opf_case78484_epigrids_condensed_10,SPD,674562,7936414,Float64,1,8,6.58190498,0.16963485,0.16897053,0.025189291,6.572253252,0.169469144,0.168636538,0.025155273,15554630,1469673073,0,0.017620693567056124,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,lu,T19,Rajat/rajat21,G,411676,1893370,Float64,1,1,3.760955242,0.042227432,0.051466691,0.004321971,3.756541239,0.04217017,0.041566336,0.004305047,6891584,5212013513,2,3.3446160745542027e7,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,lu,T19,TSOPF/TSOPF_RS_b39_c7,G,14098,252446,Float64,1,1,0.198757584,0.002992305,0.002706635,0.000516478,0.189276376,0.002973669,0.002336257,0.000419731,1470000,95459011,0,9.065082662757548e29,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,schur,T20,kkt_pglib_opf_case118_ieee_condensed_1,SPD,1088,12860,Float64,1,1,0.024913144,0.000709016,0.000335253,0.000141573,0.024693926,0.000643579,0.000333355,0.000140826,19631,622719,0,,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,schur,T20,kkt_pglib_opf_case118_ieee_condensed_10,SPD,1088,12860,Float64,1,1,0.019667036,0.000646568,0.00034047,0.000142735,0.019644995,0.000642655,0.000335594,0.000138995,19631,622719,0,,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,schur,T20,kkt_pglib_opf_case118_ieee_condensed_20,SPD,1088,12860,Float64,1,1,0.019662181,0.003375067,0.000353236,0.000158735,0.019656524,0.000644608,0.000351723,0.00015267,19631,622719,0,,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,schur,T20,kkt_pglib_opf_case1354_pegase_condensed_1,SPD,11192,136724,Float64,1,1,0.102914783,0.001184699,0.000856357,0.000199825,0.099328185,0.001157263,0.000845528,0.00019652,165293,4462458,0,,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,schur,T20,kkt_pglib_opf_case1354_pegase_condensed_10,SPD,11192,136724,Float64,1,1,0.099912438,0.001176289,0.000851303,0.000213028,0.098696906,0.001161892,0.000843421,0.000195846,165293,4462458,0,,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,schur,T20,kkt_pglib_opf_case1354_pegase_condensed_20,SPD,11192,136724,Float64,1,1,0.103438608,0.0011666,0.000872899,0.000198979,0.099176884,0.001149781,0.000856134,0.000197089,165293,4462458,0,,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,schur,T20,kkt_pglib_opf_case14_ieee_condensed_1,SPD,118,1282,Float64,1,1,0.010824409,0.000217768,0.000196828,0.000115117,0.010806719,0.000213545,0.000195777,0.000113825,1511,23110,0,,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,schur,T20,kkt_pglib_opf_case14_ieee_condensed_10,SPD,118,1282,Float64,1,1,0.010804046,0.000222327,0.000200725,0.000117017,0.01079681,0.000214837,0.000197695,0.000116594,1511,23110,0,,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,schur,T20,kkt_pglib_opf_case14_ieee_condensed_11,SPD,118,1282,Float64,1,1,0.010808502,0.000221754,0.000195238,0.000116053,0.010794239,0.000218073,0.000193025,0.000112981,1511,23110,0,,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,schur,T20,kkt_pglib_opf_case78484_epigrids_condensed_1,SPD,674562,7936414,Float64,1,1,6.654767636,0.02672269,0.026034983,0.00188739,6.635976284,0.02647081,0.025874026,0.00188514,15684550,1535218182,0,,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,schur,T20,kkt_pglib_opf_case78484_epigrids_condensed_10,SPD,674562,7936414,Float64,1,1,6.663699089,0.026782814,0.026240783,0.001894198,6.631643407,0.026410566,0.025951568,0.001879394,15684550,1535218182,0,,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_matching,T21,kkt_pglib_opf_case118_ieee_k2_1,S,3185,17819,Float64,1,1,0.039344498,0.006893134,0.000840739,0.000279313,0.039311132,0.001144329,0.000830219,0.000277414,74055,1719497,0,3.096359832996682e-12,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_matching,T21,kkt_pglib_opf_case118_ieee_k2_10,S,3185,17819,Float64,1,1,0.039281211,0.001119014,0.000776291,0.00025324,0.039235731,0.001110362,0.000764843,0.000246123,68745,1375382,0,7.32438723711953e-13,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_matching,T21,kkt_pglib_opf_case118_ieee_k2_20,S,3185,17819,Float64,1,1,0.039489489,0.002156693,0.000809461,0.000261249,0.039464889,0.001109838,0.000787427,0.000254414,69327,1420392,0,5.118284964993496e-13,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_matching,T21,kkt_pglib_opf_case1354_pegase_k2_1,S,33811,188063,Float64,1,1,0.25479207,0.003750261,0.003102918,0.00052364,0.252158143,0.003388753,0.003075973,0.000519532,722739,19670743,0,0.004465636024104995,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_matching,T21,kkt_pglib_opf_case1354_pegase_k2_10,S,33811,188063,Float64,1,1,0.259436602,0.003337769,0.003026416,0.000516658,0.257835716,0.003320784,0.002997937,0.000501249,721043,19593864,0,0.009017295843210123,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_matching,T21,kkt_pglib_opf_case1354_pegase_k2_20,S,33811,188063,Float64,1,1,0.259625817,0.003490517,0.003169599,0.000526145,0.258757625,0.003459986,0.003166825,0.00052344,722809,20002915,0,0.014734104642288831,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_matching,T21,kkt_pglib_opf_case14_ieee_k2_1,S,347,1933,Float64,1,1,0.013598215,0.000329659,0.000312903,0.000170033,0.013589951,0.000328392,0.00031078,0.000168061,7113,128434,0,7.947478337577263e-13,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_matching,T21,kkt_pglib_opf_case14_ieee_k2_10,S,347,1933,Float64,1,1,0.01313347,0.0002954,0.000283216,0.000158968,0.013097347,0.000294308,0.000280314,0.000155135,6759,109990,0,5.727190044672952e-14,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_matching,T21,kkt_pglib_opf_case14_ieee_k2_15,S,347,1933,Float64,1,1,0.01312555,0.000300924,0.000285693,0.000157005,0.013120504,0.00029578,0.000274053,0.000154251,6759,109990,0,9.600360225395852e-14,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_matching,T21,kkt_pglib_opf_case78484_epigrids_k2_1,S,2091669,11770277,Float64,1,1,24.283621775,0.130159927,0.129033433,0.014387223,24.200518312,0.129948858,0.12865281,0.014365654,74458257,9755130703,1,1.0648194923708136e8,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,ldlt_matching,T21,kkt_pglib_opf_case78484_epigrids_k2_10,S,2091669,11770277,Float64,1,1,24.755046464,0.132382525,0.131667264,0.01440876,24.732709336,0.131917925,0.131388521,0.014407203,74099251,9149931556,0,6.030894130405046e9,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,nubatch,T22,batch_of_11,SPD,1386318,16325426,Float64,1,11,14.308207497,0.0531000865,0.050884753,0.011942352,14.275163242,0.051818723,0.050730738,0.011607893,31610573,2961811566,0,0.1397725825222732,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,Boeing/bcsstk38,SPD,8032,355460,Float64,1,1,0.061369036,0.005154184,0.002812466,0.000647379,0.060370511,0.003116153,0.002788745,0.000638874,798965,130393272,0,2.5262402558995575e-10,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,GHS_psdef/apache2,SPD,715176,4817870,Float64,1,1,7.662890782,0.264344909,0.263808368,0.009972529,7.657023408,0.264003001,0.263565996,0.009948966,144624555,228522934388,21,1.7911624245464745e-10,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,HB/bcsstk17,SPD,10974,428650,Float64,1,1,0.077095733,0.003223938,0.002902235,0.000670563,0.074189462,0.003207079,0.002883373,0.000668283,1077096,167140496,0,4.072206182927878e-11,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,kkt_pglib_opf_case118_ieee_condensed_1,SPD,1088,12860,Float64,1,1,0.019915174,0.000635043,0.000328476,0.000244901,0.019885786,0.000632642,0.000322932,0.00023533,15200,272110,0,6.49190082013908e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,kkt_pglib_opf_case118_ieee_condensed_10,SPD,1088,12860,Float64,1,1,0.019905916,0.000660427,0.00031832,0.000232963,0.019879124,0.000637467,0.000315341,0.000229648,15200,272110,0,1.0586332080992323e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,kkt_pglib_opf_case118_ieee_condensed_20,SPD,1088,12860,Float64,1,1,0.019919045,0.000646282,0.000315667,0.000224978,0.019878974,0.000627826,0.000310148,0.000224074,15200,272110,0,0.08364877259972306,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,kkt_pglib_opf_case1354_pegase_condensed_1,SPD,11192,136724,Float64,1,1,0.100059918,0.001101694,0.000784128,0.000344643,0.098062309,0.001093538,0.00077387,0.000340673,155201,3329818,0,0.00032647171843520325,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,kkt_pglib_opf_case1354_pegase_condensed_10,SPD,11192,136724,Float64,1,1,0.098022162,0.001098909,0.000777447,0.000324935,0.097509098,0.001088139,0.000765761,0.000323791,155201,3329818,0,0.00015155541972935533,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,kkt_pglib_opf_case1354_pegase_condensed_20,SPD,11192,136724,Float64,1,1,0.098210503,0.001869596,0.000763548,0.000325882,0.097553836,0.001099985,0.000758762,0.000323197,155201,3329818,0,8.09332660617376e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,kkt_pglib_opf_case14_ieee_condensed_1,SPD,118,1282,Float64,1,1,0.010782465,0.000180521,0.000160768,0.000137462,0.010780482,0.000177534,0.000157681,0.000134985,1268,15255,0,2.5523739978163924e-7,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,kkt_pglib_opf_case14_ieee_condensed_10,SPD,118,1282,Float64,1,1,0.010781446,0.000181174,0.000160358,0.000135785,0.010775508,0.00018058,0.000157039,0.000132384,1268,15255,0,3.970028097796526e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,kkt_pglib_opf_case14_ieee_condensed_11,SPD,118,1282,Float64,1,1,0.010781611,0.000182748,0.000159871,0.000135357,0.010762812,0.000179281,0.000158657,0.000132794,1268,15255,0,2.2408207312837266e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,kkt_pglib_opf_case78484_epigrids_condensed_1,SPD,674562,7936414,Float64,1,1,6.548531987,0.025056876,0.024397298,0.003797007,6.534366244,0.025007475,0.024270737,0.003788212,15554630,1469673073,0,0.1550372951473611,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,kkt_pglib_opf_case78484_epigrids_condensed_10,SPD,674562,7936414,Float64,1,1,6.555541464,0.025006189,0.024390393,0.00380228,6.521930772,0.024826131,0.024320309,0.003797189,15554630,1469673073,0,0.01784798114335486,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,lap2d_300,SPD,90000,448800,Float64,1,1,0.478682047,0.005828295,0.005501706,0.001127642,0.474946472,0.005793938,0.005483949,0.001122702,2428175,317918802,0,1.8409761962962026e-12,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,solve_algo1,T25,lap3d_40,SPD,64000,438400,Float64,1,1,0.612230893,0.046349087,0.042943001,0.002405895,0.607710771,0.043108715,0.042598433,0.002384604,17527585,21925367162,2,8.212102600018684e-14,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,hybrid_memory,T26,GHS_psdef/apache2,SPD,715176,4817870,Float64,1,1,7.70506488,0.265084578,0.264339981,0.009967425,7.667524954,0.264209574,0.263693662,0.009895246,144624555,228522934388,21,1.7927381362612363e-10,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,hybrid_memory,T26,kkt_pglib_opf_case1354_pegase_condensed_1,SPD,11192,136724,Float64,1,1,0.099167279,0.001155923,0.000780751,0.000327217,0.098157455,0.00112852,0.000775967,0.000324759,155201,3329818,0,0.0003211398966657904,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,hybrid_memory,T26,kkt_pglib_opf_case1354_pegase_condensed_10,SPD,11192,136724,Float64,1,1,0.098429994,0.001094082,0.000764456,0.000324657,0.098037716,0.001075773,0.000762489,0.000321517,155201,3329818,0,0.00014588378153839013,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 +cudss,hybrid_memory,T26,kkt_pglib_opf_case1354_pegase_condensed_20,SPD,11192,136724,Float64,1,1,0.098248812,0.001091936,0.000763968,0.000326925,0.097969211,0.001062511,0.000757538,0.000324255,155201,3329818,0,7.711183317052271e-5,5,ok,Quadro GV100,0.8.0,8a452f0+dirty,2026-10-08 diff --git a/bench/comparison-gv100/sds.csv b/bench/comparison-gv100/sds.csv new file mode 100644 index 00000000..32e137f1 --- /dev/null +++ b/bench/comparison-gv100/sds.csv @@ -0,0 +1,106 @@ +solver,feature,task,matrix,structure,n,nnz,T,nrhs,nbatch,analysis_s,factorization_s,refactorization_s,solve_s,analysis_min_s,factorization_min_s,refactorization_min_s,solve_min_s,lu_nnz,flops,nsuperpanels,relres,samples,status,device,version,git_sha,date +sds,cholesky_f64,T13,Boeing/bcsstk38,SPD,8032,355460,Float64,1,1,0.120552143,0.027352636,0.027368117,0.002670297,0.120377661,0.02732593,0.027353798,0.002665236,804613,1.40793119e8,604,9.256449560312438e-11,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,GHS_psdef/apache2,SPD,715176,4817870,Float64,1,1,13.182377305,0.762535062,0.751876987,0.0868015235,13.177971507,0.750580889,0.751450807,0.086605455,129200941,1.66491403722e11,123689,1.5722430494202702e-10,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,HB/bcsstk17,SPD,10974,428650,Float64,1,1,0.150839113,0.03069238,0.030671192,0.004945988,0.150087154,0.030682034,0.030656582,0.004936868,1043601,1.6795197e8,1300,3.879533234176818e-11,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,kkt_pglib_opf_case118_ieee_condensed_1,SPD,1088,12860,Float64,1,1,0.010606828,0.001156095,0.001143098,0.001279769,0.010569375,0.001150362,0.001136232,0.001198555,11634,219042.0,303,5.222025477933645e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,kkt_pglib_opf_case118_ieee_condensed_10,SPD,1088,12860,Float64,1,1,0.01060236,0.001146235,0.001130388,0.001350593,0.010583828,0.001139243,0.001125229,0.001247264,11634,219042.0,303,1.1226840171824022e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,kkt_pglib_opf_case118_ieee_condensed_20,SPD,1088,12860,Float64,1,1,0.010806016,0.00113675,0.001127652,0.001267871,0.010793754,0.001134056,0.001121926,0.001236722,11634,219042.0,303,0.04550257439586628,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,kkt_pglib_opf_case1354_pegase_condensed_1,SPD,11192,136724,Float64,1,1,0.121499416,0.003891132,0.003860202,0.0017117,0.121257144,0.003874857,0.003853298,0.001646812,120598,2.787739e6,3134,0.00027950947524883757,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,kkt_pglib_opf_case1354_pegase_condensed_10,SPD,11192,136724,Float64,1,1,0.121058902,0.003870154,0.003834331,0.001625535,0.120834869,0.003860384,0.00383257,0.001586506,120598,2.787739e6,3134,9.670379220068758e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,kkt_pglib_opf_case1354_pegase_condensed_20,SPD,11192,136724,Float64,1,1,0.121779,0.003852464,0.003841462,0.001761983,0.120841167,0.003847468,0.003830444,0.001591176,120598,2.787739e6,3134,5.0320897327844414e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,kkt_pglib_opf_case14_ieee_condensed_1,SPD,118,1282,Float64,1,1,0.001371058,0.000409174,0.000414341,0.000650187,0.001366171,0.000402977,0.000397114,0.000626933,1027,15193.0,33,1.3024460439372e-6,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,kkt_pglib_opf_case14_ieee_condensed_10,SPD,118,1282,Float64,1,1,0.001403775,0.000414988,0.000399576,0.000664279,0.001375632,0.00040834,0.000383617,0.00065606,1027,15193.0,33,7.849096497706581e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,kkt_pglib_opf_case14_ieee_condensed_11,SPD,118,1282,Float64,1,1,0.001392112,0.000401451,0.000384428,0.000660541,0.001385388,0.000379083,0.00036729,0.000640335,1027,15193.0,33,9.566132794313988e-6,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,kkt_pglib_opf_case78484_epigrids_condensed_1,SPD,674562,7936414,Float64,1,1,11.39592042,0.167181721,0.167000827,0.018278896,11.379577478,0.16708902,0.166939561,0.018175981,13229878,1.460147624e9,92878,0.1408833643782678,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,kkt_pglib_opf_case78484_epigrids_condensed_10,SPD,674562,7936414,Float64,1,1,11.561199556,0.166808538,0.166588513,0.018236268,11.493055784,0.166705359,0.166530652,0.018148033,13229878,1.460147624e9,92878,0.014721495527528015,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,lap2d_300,SPD,90000,448800,Float64,1,1,0.786551701,0.033677439,0.033642062,0.005122703,0.782576703,0.033660191,0.033608611,0.005105254,2465905,3.73611053e8,20495,1.7636637752817264e-12,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_f64,T13,lap3d_40,SPD,64000,438400,Float64,1,1,0.904454186,0.302910217,0.302992142,0.017475988,0.903884596,0.302857127,0.302913604,0.017440669,14387160,1.6401480134e10,11066,7.331775892090179e-14,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,Boeing/bcsstk38,SPD,8032,355460,Float64,16,1,0.120165413,0.027372073,0.027362566,0.003225435,0.119892154,0.027348462,0.027358886,0.003207286,804613,1.40793119e8,604,1.7152744268072052e-10,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,GHS_psdef/apache2,SPD,715176,4817870,Float64,16,1,13.106805662,0.750245755,0.750782279,0.1757323445,13.030285961,0.749551966,0.750308348,0.17567332,129200941,1.66491403722e11,123689,1.5328573062454928e-10,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,HB/bcsstk17,SPD,10974,428650,Float64,16,1,0.150627255,0.030749535,0.030692929,0.005856249,0.149754479,0.030719154,0.030656329,0.005852641,1043601,1.6795197e8,1300,5.569372145755773e-11,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,kkt_pglib_opf_case118_ieee_condensed_1,SPD,1088,12860,Float64,16,1,0.010618159,0.001161781,0.001143779,0.001362515,0.010570918,0.001154351,0.001142774,0.001330248,11634,219042.0,303,0.00010755450830763632,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,kkt_pglib_opf_case118_ieee_condensed_10,SPD,1088,12860,Float64,16,1,0.010589889,0.001141448,0.001130113,0.001384478,0.01057038,0.001135931,0.001125284,0.001315917,11634,219042.0,303,1.686504924342648e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,kkt_pglib_opf_case118_ieee_condensed_20,SPD,1088,12860,Float64,16,1,0.010714106,0.001146878,0.001130957,0.001369345,0.010709696,0.001142023,0.001125448,0.001280475,11634,219042.0,303,0.08353519383870289,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,kkt_pglib_opf_case1354_pegase_condensed_1,SPD,11192,136724,Float64,16,1,0.120869361,0.003899001,0.00386239,0.001885509,0.120707173,0.003890023,0.003858145,0.001884123,120598,2.787739e6,3134,0.000290839088756989,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,kkt_pglib_opf_case1354_pegase_condensed_10,SPD,11192,136724,Float64,16,1,0.120946362,0.003881252,0.003839912,0.001888608,0.120659073,0.003876482,0.003828834,0.001885673,120598,2.787739e6,3134,0.00011395735370074328,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,kkt_pglib_opf_case1354_pegase_condensed_20,SPD,11192,136724,Float64,16,1,0.124067041,0.003869651,0.003838629,0.001895083,0.120721603,0.003865359,0.003829064,0.001893634,120598,2.787739e6,3134,6.469766480530265e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,kkt_pglib_opf_case14_ieee_condensed_1,SPD,118,1282,Float64,16,1,0.001376015,0.000418178,0.000416953,0.000708094,0.001349841,0.000387303,0.000410475,0.000659111,1027,15193.0,33,1.4669401778060025e-6,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,kkt_pglib_opf_case14_ieee_condensed_10,SPD,118,1282,Float64,16,1,0.00138583,0.000419815,0.000419469,0.000706337,0.001380185,0.000400278,0.000413485,0.000672063,1027,15193.0,33,0.0001433207307265809,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,kkt_pglib_opf_case14_ieee_condensed_11,SPD,118,1282,Float64,16,1,0.001458948,0.000407039,0.000403371,0.000711212,0.00138564,0.000402325,0.00038875,0.000672666,1027,15193.0,33,2.287471322954381e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,kkt_pglib_opf_case78484_epigrids_condensed_1,SPD,674562,7936414,Float64,16,1,11.892419375,0.167209264,0.167160728,0.051685954,11.733826689,0.167140135,0.167045172,0.051639447,13229878,1.460147624e9,92878,0.17490474662872965,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,kkt_pglib_opf_case78484_epigrids_condensed_10,SPD,674562,7936414,Float64,16,1,11.698498546,0.166664854,0.166806857,0.05166284,11.66376224,0.166658107,0.166643254,0.051558498,13229878,1.460147624e9,92878,0.014838990900026515,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,lap2d_300,SPD,90000,448800,Float64,16,1,0.787440591,0.033648477,0.033636843,0.009992964,0.782363099,0.033614452,0.033627881,0.009985229,2465905,3.73611053e8,20495,1.7551365679010265e-12,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,cholesky_nrhs16,T12,lap3d_40,SPD,64000,438400,Float64,16,1,0.903641034,0.302850684,0.302790275,0.022929803,0.900641179,0.302766952,0.302723608,0.022915374,14387160,1.6401480134e10,11066,6.393126409263393e-14,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,Boeing/bcsstk38,S,8032,355460,Float64,1,1,0.139457403,0.047137904,0.047139377,0.002793786,0.138141835,0.047120499,0.047119263,0.002790434,804613,1.40793119e8,604,1.7711758486535893e-10,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,GHS_psdef/apache2,S,715176,4817870,Float64,1,1,13.327237068,1.881395037,1.872439185,0.108333181,13.190786188,1.870593545,1.871694284,0.1077258,129200941,1.66491403722e11,123689,1.4199000161870498e-10,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,HB/bcsstk17,S,10974,428650,Float64,1,1,0.168992591,0.056597524,0.056540523,0.005181688,0.167982066,0.056578628,0.056522948,0.005169287,1043601,1.6795197e8,1300,4.1559816576559667e-11,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case118_ieee_condensed_1,S,1088,12860,Float64,1,1,0.011421366,0.002674556,0.002652751,0.001280267,0.01138793,0.002661307,0.002647014,0.001204064,11634,219042.0,303,0.00011067414872254996,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case118_ieee_condensed_10,S,1088,12860,Float64,1,1,0.011423965,0.002596075,0.002564408,0.001368159,0.011420599,0.002586818,0.002561249,0.001289981,11634,219042.0,303,1.0098509199371433e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case118_ieee_condensed_20,S,1088,12860,Float64,1,1,0.011412615,0.002670909,0.002640223,0.001301021,0.011384109,0.002663594,0.002633847,0.001232991,11634,219042.0,303,0.03653673168373129,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case118_ieee_k2_1,S,3185,17819,Float64,1,1,0.133685016,0.00266032,0.002630395,0.001578266,0.133536942,0.002644116,0.002621213,0.001468907,21110,309387.0,1949,1.0497379713880406,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case118_ieee_k2_10,S,3185,17819,Float64,1,1,0.137365589,0.002592005,0.002564113,0.00161094,0.136904767,0.00258784,0.002553468,0.001504504,20620,293225.0,1933,0.007367428249487967,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case118_ieee_k2_20,S,3185,17819,Float64,1,1,0.13411635,0.002556855,0.002526008,0.001561675,0.133741871,0.00255262,0.002517668,0.001532335,20585,291971.0,1921,0.02377509361760076,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case1354_pegase_condensed_1,S,11192,136724,Float64,1,1,0.127104329,0.010269646,0.010228912,0.001709178,0.126999441,0.010254498,0.010222402,0.001652775,120598,2.787739e6,3134,0.00031260415821256834,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case1354_pegase_condensed_10,S,11192,136724,Float64,1,1,0.128279613,0.010400772,0.010359449,0.001773729,0.128012578,0.010398937,0.010350482,0.001699094,120598,2.787739e6,3134,0.00010962331529376899,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case1354_pegase_condensed_20,S,11192,136724,Float64,1,1,0.128346992,0.010427674,0.010389245,0.001728075,0.127559529,0.010418853,0.010372195,0.001645416,120598,2.787739e6,3134,5.61855767764813e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case1354_pegase_k2_1,S,33811,188063,Float64,1,1,2.300845163,0.010397631,0.010301982,0.002352618,2.271566288,0.010327289,0.010282605,0.002269306,215953,3.404739e6,19624,16.86505375658475,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case1354_pegase_k2_10,S,33811,188063,Float64,1,1,2.369604452,0.009474101,0.009444524,0.002189766,2.362094908,0.009421863,0.009430605,0.001950363,220146,3.494638e6,19496,29.592568263683376,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case1354_pegase_k2_20,S,33811,188063,Float64,1,1,2.386248679,0.010141572,0.010061586,0.002216623,2.380943219,0.010110682,0.010036939,0.002104045,221265,3.589937e6,19586,27.464961108569845,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case14_ieee_condensed_1,S,118,1282,Float64,1,1,0.001531721,0.000631503,0.00062755,0.000696176,0.001519781,0.000626687,0.000618583,0.000670879,1027,15193.0,33,8.584792622513327e-7,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case14_ieee_condensed_10,S,118,1282,Float64,1,1,0.001514594,0.000637155,0.000631808,0.000692245,0.001508239,0.000629796,0.000626565,0.000666878,1027,15193.0,33,1.8227592930364502e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case14_ieee_condensed_11,S,118,1282,Float64,1,1,0.001514208,0.000641183,0.000637945,0.000669331,0.001503039,0.000637011,0.000634373,0.000628424,1027,15193.0,33,7.285134631994358e-6,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case14_ieee_k2_1,S,347,1933,Float64,1,1,0.007260417,0.000956653,0.000959676,0.001031235,0.00716654,0.000952119,0.000948519,0.000960213,2147,26857.0,191,7.56501219709915e-8,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case14_ieee_k2_10,S,347,1933,Float64,1,1,0.007231382,0.000965322,0.000952053,0.000976629,0.007172865,0.000956793,0.000939512,0.00091597,2162,27300.0,190,4.358854013999979e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case14_ieee_k2_15,S,347,1933,Float64,1,1,0.005622011,0.001581089,0.00157055,0.001126502,0.005548268,0.001575894,0.001562471,0.001062511,3228,55307.0,93,0.12291892791595775,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case78484_epigrids_condensed_1,S,674562,7936414,Float64,1,1,12.145061869,0.534500019,0.534510309,0.020120094,12.051618741,0.534268912,0.534088957,0.019999071,13229878,1.460147624e9,92878,0.11446907429950352,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case78484_epigrids_condensed_10,S,674562,7936414,Float64,1,1,11.354121783,0.509691604,0.509470361,0.020163244,11.25643297,0.509224644,0.508852129,0.020118776,13229878,1.460147624e9,92878,0.01211048724463874,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case78484_epigrids_k2_1,S,2091669,11770277,Float64,1,1,544.184425544,2.291313762,2.262621671,0.081347085,544.184425544,2.291313762,2.262621671,0.081347085,27679254,3.483284013e9,1065590,19024.91260700019,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,kkt_pglib_opf_case78484_epigrids_k2_10,S,2091669,11770277,Float64,1,1,568.522920264,2.245916307,2.227702107,0.078953366,568.522920264,2.245916307,2.227702107,0.078953366,26981678,3.321955977e9,1072441,8076.652504677691,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,lap2d_300,S,90000,448800,Float64,1,1,0.80661722,0.049958339,0.049892496,0.005941042,0.798079976,0.049859193,0.049857334,0.005927889,2465905,3.73611053e8,20495,1.5831401088970504e-12,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt,T15,lap3d_40,S,64000,438400,Float64,1,1,0.925215039,0.514851877,0.514736208,0.023231701,0.920230895,0.514688701,0.514690942,0.023095141,14387160,1.6401480134e10,11066,6.268221293995084e-14,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_ir2,T16,kkt_pglib_opf_case118_ieee_k2_1,S,3185,17819,Float64,1,1,0.132679524,0.002628153,0.002593405,0.007544311,0.132625342,0.002616599,0.002586111,0.007301088,21110,309387.0,1949,1.723074193830837e-8,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_ir2,T16,kkt_pglib_opf_case118_ieee_k2_10,S,3185,17819,Float64,1,1,0.137503414,0.002554394,0.002524221,0.007400224,0.135772307,0.002550376,0.002515114,0.007196744,20620,293225.0,1933,6.7640064199324e-10,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_ir2,T16,kkt_pglib_opf_case118_ieee_k2_20,S,3185,17819,Float64,1,1,0.132286468,0.002520172,0.002481883,0.007605299,0.132224939,0.002519115,0.002474888,0.007442212,20585,291971.0,1921,1.2947291252892672e-9,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_ir2,T16,kkt_pglib_opf_case1354_pegase_k2_1,S,33811,188063,Float64,1,1,2.217442237,0.010325673,0.010275411,0.043186849,2.216077417,0.010299914,0.010265082,0.042635247,215953,3.404739e6,19624,0.017750159885650485,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_ir2,T16,kkt_pglib_opf_case1354_pegase_k2_10,S,33811,188063,Float64,1,1,2.345685202,0.009508835,0.009410134,0.042545104,2.325695495,0.009462429,0.009398681,0.041881617,220146,3.494638e6,19496,0.6570472496657765,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_ir2,T16,kkt_pglib_opf_case1354_pegase_k2_20,S,33811,188063,Float64,1,1,2.355560707,0.010064501,0.010030353,0.044761543,2.339760716,0.010059975,0.009999677,0.042352261,221265,3.589937e6,19586,0.06828417335155713,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_ir2,T16,kkt_pglib_opf_case14_ieee_k2_1,S,347,1933,Float64,1,1,0.006885796,0.000933718,0.000920403,0.003208788,0.006850033,0.000928613,0.000916952,0.002877138,2147,26857.0,191,5.982293844014453e-13,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_ir2,T16,kkt_pglib_opf_case14_ieee_k2_10,S,347,1933,Float64,1,1,0.007224579,0.000943056,0.000925405,0.003232148,0.006991115,0.000941702,0.000920709,0.003150655,2162,27300.0,190,3.1228109103936516e-14,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_ir2,T16,kkt_pglib_opf_case14_ieee_k2_15,S,347,1933,Float64,1,1,0.005472133,0.001564496,0.001532793,0.003583936,0.005470145,0.001556246,0.0015256,0.003416448,3228,55307.0,93,1.7748050109314768e-9,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_ir2,T16,kkt_pglib_opf_case78484_epigrids_k2_1,S,2091669,11770277,Float64,1,1,492.543342475,2.288080771,2.266092572,6.179852167,492.543342475,2.288080771,2.266092572,6.179852167,27679254,3.483284013e9,1065590,413210.59402041807,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_ir2,T16,kkt_pglib_opf_case78484_epigrids_k2_10,S,2091669,11770277,Float64,1,1,560.895980505,2.257807617,2.233202878,6.055435734,560.895980505,2.257807617,2.233202878,6.055435734,26981678,3.321955977e9,1072441,198838.2851063324,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ubatch8,T17,kkt_pglib_opf_case118_ieee_condensed_1,SPD,1088,12860,Float64,1,8,0.010716307,0.001166713,0.001138332,0.001222882,0.010696689,0.00116102,0.001133994,0.001187076,11634,219042.0,303,0.00010104375340815254,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ubatch8,T17,kkt_pglib_opf_case118_ieee_condensed_10,SPD,1088,12860,Float64,1,8,0.010698793,0.001146504,0.00111887,0.001265265,0.010679513,0.001145161,0.001117142,0.001166747,11634,219042.0,303,1.0349938409324512e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ubatch8,T17,kkt_pglib_opf_case118_ieee_condensed_20,SPD,1088,12860,Float64,1,8,0.01068926,0.001147693,0.001127314,0.001300959,0.010674193,0.001141381,0.001109532,0.001194165,11634,219042.0,303,0.049543485447857034,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ubatch8,T17,kkt_pglib_opf_case1354_pegase_condensed_1,SPD,11192,136724,Float64,1,8,0.121963246,0.0048112,0.004763052,0.001756736,0.121538005,0.004796032,0.004756466,0.001713231,120598,2.787739e6,3134,0.0002731547182023334,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ubatch8,T17,kkt_pglib_opf_case1354_pegase_condensed_10,SPD,11192,136724,Float64,1,8,0.120205725,0.004735406,0.004699771,0.001738534,0.120189917,0.004723772,0.004688649,0.00171778,120598,2.787739e6,3134,0.00010385635197390319,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ubatch8,T17,kkt_pglib_opf_case1354_pegase_condensed_20,SPD,11192,136724,Float64,1,8,0.121103624,0.004736976,0.00470779,0.001722145,0.120870034,0.004725836,0.004691405,0.001702469,120598,2.787739e6,3134,5.426740935200775e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ubatch8,T17,kkt_pglib_opf_case14_ieee_condensed_1,SPD,118,1282,Float64,1,8,0.001370376,0.000399645,0.000364177,0.000627066,0.001355017,0.000382537,0.000352477,0.000592023,1027,15193.0,33,9.02775987371821e-7,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ubatch8,T17,kkt_pglib_opf_case14_ieee_condensed_10,SPD,118,1282,Float64,1,8,0.00137079,0.000391975,0.000397682,0.000633156,0.001356803,0.000361839,0.000341036,0.000623391,1027,15193.0,33,3.967768497890147e-5,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ubatch8,T17,kkt_pglib_opf_case14_ieee_condensed_11,SPD,118,1282,Float64,1,8,0.001442404,0.000375451,0.000371205,0.000642504,0.001400478,0.000352169,0.000350836,0.000602103,1027,15193.0,33,7.957223897687373e-6,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ubatch8,T17,kkt_pglib_opf_case78484_epigrids_condensed_1,SPD,674562,7936414,Float64,1,8,10.564337059,0.282249885,0.28221379,0.066586488,10.474850407,0.282239832,0.282126906,0.06654996,13229878,1.460147624e9,92878,0.1347119787622275,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ubatch8,T17,kkt_pglib_opf_case78484_epigrids_condensed_10,SPD,674562,7936414,Float64,1,8,10.632434292,0.279080556,0.279054825,0.066697878,10.385429998,0.278939789,0.278737639,0.066527344,13229878,1.460147624e9,92878,0.014872275311897479,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,lu,T19,Rajat/rajat21,G,411676,1893370,Float64,1,1,4.860309426,0.645647935,0.645649068,0.03265029,4.83578451,0.645467356,0.645074514,0.032612655,2368670,3.30845977e8,293600,2897.502934900568,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,lu,T19,TSOPF/TSOPF_RS_b39_c7,G,14098,252446,Float64,1,1,0.223003767,0.028148503,0.028094018,0.008016142,0.222681504,0.028136391,0.028082958,0.007706749,521509,2.960869e7,1463,20.31996632124525,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,schur,T20,kkt_pglib_opf_case118_ieee_condensed_1,SPD,1088,12860,Float64,1,1,0.011604986,0.00156573,0.001498207,0.000754075,0.010698601,0.001507169,0.001490625,0.000725448,18509,856762.0,286,,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,schur,T20,kkt_pglib_opf_case118_ieee_condensed_10,SPD,1088,12860,Float64,1,1,0.011826993,0.001579681,0.00151887,0.000734836,0.010924512,0.001489812,0.001506284,0.000642146,18509,856762.0,286,,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,schur,T20,kkt_pglib_opf_case118_ieee_condensed_20,SPD,1088,12860,Float64,1,1,0.011747004,0.001497446,0.001478163,0.000675327,0.011252922,0.001487535,0.001476533,0.000632345,18509,856762.0,286,,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,schur,T20,kkt_pglib_opf_case1354_pegase_condensed_1,SPD,11192,136724,Float64,1,1,0.129011332,0.004857331,0.004832757,0.001007342,0.12876364,0.004850741,0.004829855,0.000914209,130659,3.880025e6,3038,,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,schur,T20,kkt_pglib_opf_case1354_pegase_condensed_10,SPD,11192,136724,Float64,1,1,0.128199323,0.004834117,0.004805071,0.000972504,0.128010646,0.004830641,0.004795837,0.000932209,130659,3.880025e6,3038,,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,schur,T20,kkt_pglib_opf_case1354_pegase_condensed_20,SPD,11192,136724,Float64,1,1,0.128033181,0.004844143,0.004802303,0.001009712,0.127918414,0.004818055,0.004799913,0.00094076,130659,3.880025e6,3038,,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,schur,T20,kkt_pglib_opf_case14_ieee_condensed_1,SPD,118,1282,Float64,1,1,0.001614949,0.000503574,0.000464102,0.000405355,0.001611919,0.000494729,0.000432404,0.000383044,1295,26710.0,41,,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,schur,T20,kkt_pglib_opf_case14_ieee_condensed_10,SPD,118,1282,Float64,1,1,0.001960494,0.000691014,0.00053343,0.000441382,0.001729352,0.000603785,0.000488116,0.000384475,1295,26710.0,41,,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,schur,T20,kkt_pglib_opf_case14_ieee_condensed_11,SPD,118,1282,Float64,1,1,0.002011787,0.000544964,0.000507617,0.000435057,0.001684258,0.000500984,0.000483771,0.000388337,1295,26710.0,41,,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,schur,T20,kkt_pglib_opf_case78484_epigrids_condensed_1,SPD,674562,7936414,Float64,1,1,12.410262259,0.166091555,0.165967174,0.009708475,11.539297014,0.16602199,0.165819877,0.009605366,13412152,1.574393366e9,92880,,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,schur,T20,kkt_pglib_opf_case78484_epigrids_condensed_10,SPD,674562,7936414,Float64,1,1,11.905122141,0.165490362,0.165426999,0.009590388,11.05688113,0.165409286,0.165333068,0.009542288,13412152,1.574393366e9,92880,,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_matching,T21,kkt_pglib_opf_case118_ieee_k2_1,S,3185,17819,Float64,1,1,0.029965945,0.003377787,0.003359909,0.001807678,0.029688657,0.003371207,0.00333607,0.001794968,36051,804423.0,967,4.3870200453287496e-12,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_matching,T21,kkt_pglib_opf_case118_ieee_k2_10,S,3185,17819,Float64,1,1,0.037866617,0.00315721,0.003075062,0.001655907,0.035025453,0.003123342,0.003066808,0.001605482,34745,736481.0,977,7.390913948749555e-13,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_matching,T21,kkt_pglib_opf_case118_ieee_k2_20,S,3185,17819,Float64,1,1,0.031306893,0.003519754,0.003477257,0.001760432,0.031115294,0.00350784,0.003470681,0.001684608,34416,716465.0,958,4.079528236177513e-13,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_matching,T21,kkt_pglib_opf_case1354_pegase_k2_1,S,33811,188063,Float64,1,1,0.349380411,0.016041513,0.015998054,0.002529232,0.348727966,0.016020456,0.015986305,0.002490666,368439,9.653775e6,10107,0.0003105473373811897,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_matching,T21,kkt_pglib_opf_case1354_pegase_k2_10,S,33811,188063,Float64,1,1,0.37401418,0.014774064,0.0147168,0.002481575,0.372274754,0.014746512,0.014702448,0.002389407,365264,9.232339e6,10005,0.0005767412534663728,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_matching,T21,kkt_pglib_opf_case1354_pegase_k2_20,S,33811,188063,Float64,1,1,0.418816669,0.014762478,0.014709024,0.002255933,0.397828064,0.014728176,0.014665113,0.00214779,363249,9.027806e6,9985,0.0003938848608988164,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_matching,T21,kkt_pglib_opf_case14_ieee_k2_1,S,347,1933,Float64,1,1,0.004134506,0.001229769,0.00118775,0.000832032,0.003800447,0.001162479,0.001160925,0.000808524,3640,70473.0,94,1.5812450595789091e-12,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_matching,T21,kkt_pglib_opf_case14_ieee_k2_10,S,347,1933,Float64,1,1,0.003948099,0.001044611,0.001021806,0.00081142,0.003627007,0.001025478,0.001011042,0.000690192,3538,67232.0,95,7.092497394976035e-14,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_matching,T21,kkt_pglib_opf_case14_ieee_k2_15,S,347,1933,Float64,1,1,0.004066277,0.001061147,0.001055969,0.00085672,0.003727402,0.001053497,0.001049534,0.000743509,3528,65385.0,94,4.867689420023049e-14,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_matching,T21,kkt_pglib_opf_case78484_epigrids_k2_1,S,2091669,11770277,Float64,1,1,37.085829853,0.714066126,0.684838357,0.0430870005,36.854035493,0.707652829,0.684438613,0.042809795,40788177,5.555490355e9,528760,0.0006120507791675268,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09 +sds,ldlt_matching,T21,kkt_pglib_opf_case78484_epigrids_k2_10,S,2091669,11770277,Float64,1,1,42.7278848305,0.759721849,0.726015239,0.0499032055,42.391122382,0.754187903,0.725944949,0.049645292,41287746,5.828056215e9,526392,0.00020452564982090558,5,ok,Quadro GV100,0.1.0,8a452f0+dirty,2026-10-09