faer-kernels on zen5-cpu - fork against upstream, OpenBLAS and MKL

Every cell below was measured in one binary beside one vendor library. The faer-fork column is the measured revision; faer-upstream is the same upstream commit built into the MKL arm as the unchanged row; lapack-openblas and lapack-mkl are the vendor arms from their own runs. Times are milliseconds, the recorded median of five calls after 250 ms of untimed priming. Ratios are baseline over fork, so above 1.00 the fork is faster; the cells outside 0.95-1.05 are tinted.

measured revision: 0e15729ad011e3813a41c168167ec61ed11a9dbb (0.25.0)
upstream: 0539947ffb757a739d7e703a7d2fa0c792a909c1 (faer-v0.24.4)
MKL: mkl 2026.1 (shared)
OpenBLAS: openblas 0.3.32 (static)
hardware profile: zen5-cpu; measured CPUs {'1': '4', '4': '4-7', '8': '4-11'}; observer 0-3, 12-15
timing policy: v2, 5 calls, median, priming 250 ms; guards: idle 3 s, max 5.0% busy, 3 attempts
recorded: 2026-10-27T00:52:10.246619Z (MKL arm) and 2026-10-27T04:37:44.357994Z (OpenBLAS arm)
harness 1fd29fcee0cc, toolkit 2ba52301e304

Control. faer-upstream is the same commit in both recordings, so it measures the machine rather than the change: between 0539947ffb75 on the previous arm and this one, over 1356 cells its median ratio is 0.9894 and 1059 cells fall outside their between-start range. The campaign's rule reads the median (within 2% means the machine reproduced) and reports the tail rather than refusing on it: a range taken from three process sets is narrow, so a tail of this size at these timings is expected, and it is the median that says the two recordings are comparable.

This page is a join, not a control comparison: the control statement (the unchanged row's ratio against a baseline run) lives in each arm's own page, and the verification record in its manifest. A dash means that arm did not carry the cell.

Cells with a baseline row: 1356 against faer-upstream, 1356 against lapack-openblas. Median baseline/fork ratio (above 1.00 means the fork is faster): upstream 1.001, OpenBLAS 1.499.

gemm-mid

family	shape	dtype	order	threads	fork (ms)	upstream (ms)	upstream/fork	OpenBLAS (ms)	OpenBLAS/fork	MKL (ms)	MKL/fork
gemm	128x128x128	c64	c	1	0.5376	0.5372	0.9992	0.6574	1.215	0.6506	1.210
gemm	192x192x192	c64	c	1	1.808	1.810	1.001	2.173	1.187	2.156	1.192
gemm	256x256x256	c64	c	1	4.285	4.280	0.9988	5.174	1.207	5.130	1.197
gemm	384x384x384	c64	c	1	14.44	14.42	0.9987	17.30	1.197	17.15	1.187
gemm	512x512x512	c64	c	1	34.26	34.31	1.001	41.00	1.193	40.76	1.190
gemm	768x768x768	c64	c	1	116.1	116.1	1.000	137.7	1.181	138.1	1.190
gemm	128x128x128	c64	c	4	0.1549	0.1701	1.098	0.1774	1.141	0.236	1.523
gemm	192x192x192	c64	c	4	0.4594	0.4565	0.9937	0.5607	1.217	0.7406	1.612
gemm	256x256x256	c64	c	4	1.110	1.107	0.9975	1.337	1.202	1.782	1.605
gemm	384x384x384	c64	c	4	3.638	3.624	0.9963	4.405	1.213	5.771	1.586
gemm	512x512x512	c64	c	4	8.658	8.640	0.9978	10.45	1.208	13.73	1.586
gemm	768x768x768	c64	c	4	29.42	29.34	0.9974	34.91	1.183	46.55	1.582
gemm	128x128x128	c64	c	8	0.1038	0.1217	1.173	0.0938	0.8909	0.09547	0.9195
gemm	192x192x192	c64	c	8	0.2374	0.2785	1.173	0.2968	1.244	0.2991	1.259
gemm	256x256x256	c64	c	8	0.5846	0.6095	1.043	0.6812	1.165	0.7055	1.207
gemm	384x384x384	c64	c	8	1.834	1.831	0.9983	2.196	1.196	2.289	1.248
gemm	512x512x512	c64	c	8	4.449	4.441	0.9982	5.269	1.185	5.552	1.248
gemm	768x768x768	c64	c	8	14.97	14.97	1.000	17.73	1.186	18.88	1.261
gemm	128x128x128	c64	f	1	0.5398	0.5372	0.9952	0.6588	1.217	0.6529	1.209
gemm	192x192x192	c64	f	1	1.807	1.809	1.001	2.175	1.190	2.152	1.191
gemm	256x256x256	c64	f	1	4.281	4.275	0.9986	5.171	1.208	5.074	1.185
gemm	384x384x384	c64	f	1	14.45	14.42	0.9982	17.31	1.198	17.10	1.184
gemm	512x512x512	c64	f	1	34.27	34.28	1.000	41.00	1.195	40.62	1.185
gemm	768x768x768	c64	f	1	116.0	116.3	1.002	137.6	1.183	138.0	1.189
gemm	128x128x128	c64	f	4	0.1548	0.17	1.098	0.1781	1.152	0.2339	1.511
gemm	192x192x192	c64	f	4	0.4577	0.4581	1.001	0.5609	1.219	0.7412	1.620
gemm	256x256x256	c64	f	4	1.114	1.110	0.9961	1.339	1.205	1.826	1.639
gemm	384x384x384	c64	f	4	3.628	3.624	0.9988	4.395	1.210	5.776	1.592
gemm	512x512x512	c64	f	4	8.659	8.646	0.9984	10.45	1.209	13.85	1.600
gemm	768x768x768	c64	f	4	29.45	29.35	0.9966	34.90	1.182	46.19	1.568
gemm	128x128x128	c64	f	8	0.1042	0.1196	1.148	0.09432	0.9024	0.094	0.9024
gemm	192x192x192	c64	f	8	0.2375	0.2758	1.161	0.2974	1.256	0.2965	1.248
gemm	256x256x256	c64	f	8	0.583	0.61	1.046	0.6812	1.165	0.6885	1.181
gemm	384x384x384	c64	f	8	1.843	1.836	0.9962	2.204	1.203	2.298	1.247
gemm	512x512x512	c64	f	8	4.466	4.449	0.9961	5.253	1.180	5.516	1.235
gemm	768x768x768	c64	f	8	14.98	14.98	1.000	17.74	1.181	18.89	1.261
gemm	128x128x128	f64	c	1	0.1343	0.1336	0.9949	0.1629	1.208	0.1682	1.253
gemm	192x192x192	f64	c	1	0.4503	0.4537	1.008	0.5384	1.190	0.4848	1.077
gemm	256x256x256	f64	c	1	1.071	1.075	1.004	1.274	1.181	1.205	1.124
gemm	384x384x384	f64	c	1	3.606	3.612	1.001	4.240	1.175	3.730	1.034
gemm	512x512x512	f64	c	1	8.578	8.599	1.002	10.03	1.167	9.923	1.157
gemm	768x768x768	f64	c	1	29.31	29.32	1.000	33.60	1.141	30.67	1.046
gemm	128x128x128	f64	c	4	0.04618	0.08183	1.772	0.05037	1.086	0.05631	1.219
gemm	192x192x192	f64	c	4	0.1226	0.1618	1.320	0.149	1.238	0.1368	1.116
gemm	256x256x256	f64	c	4	0.2929	0.3101	1.059	0.3445	1.180	0.3424	1.169
gemm	384x384x384	f64	c	4	0.9141	0.9145	1.000	1.102	1.200	1.003	1.097
gemm	512x512x512	f64	c	4	2.212	2.210	0.9992	2.598	1.174	3.065	1.385
gemm	768x768x768	f64	c	4	7.522	7.527	1.001	8.715	1.157	8.491	1.129
gemm	128x128x128	f64	c	8	0.03444	0.114	3.309	0.0296	0.875	0.03246	0.9424
gemm	192x192x192	f64	c	8	0.08794	0.2088	2.374	0.08384	0.9632	0.07495	0.8523
gemm	256x256x256	f64	c	8	0.1677	0.2362	1.409	0.1829	1.099	0.1791	1.068
gemm	384x384x384	f64	c	8	0.4797	0.5626	1.173	0.5567	1.159	0.5139	1.071
gemm	512x512x512	f64	c	8	1.145	1.179	1.030	1.315	1.161	1.542	1.347
gemm	768x768x768	f64	c	8	3.912	3.892	0.9949	4.553	1.166	4.649	1.188
gemm	128x128x128	f64	f	1	0.135	0.1336	0.9897	0.163	1.208	0.1675	1.241
gemm	192x192x192	f64	f	1	0.4502	0.4526	1.005	0.5374	1.184	0.4784	1.063
gemm	256x256x256	f64	f	1	1.068	1.074	1.006	1.270	1.180	1.195	1.119
gemm	384x384x384	f64	f	1	3.603	3.610	1.002	4.238	1.177	3.731	1.036
gemm	512x512x512	f64	f	1	8.549	8.563	1.002	10.03	1.173	9.959	1.165
gemm	768x768x768	f64	f	1	29.28	29.31	1.001	33.61	1.144	30.68	1.048
gemm	128x128x128	f64	f	4	0.04596	0.07858	1.710	0.0514	1.104	0.05538	1.205
gemm	192x192x192	f64	f	4	0.1237	0.1618	1.308	0.1496	1.208	0.134	1.083
gemm	256x256x256	f64	f	4	0.2918	0.3098	1.062	0.3434	1.180	0.3407	1.168
gemm	384x384x384	f64	f	4	0.9142	0.9139	0.9996	1.107	1.204	0.996	1.089
gemm	512x512x512	f64	f	4	2.217	2.212	0.9977	2.597	1.176	2.963	1.336
gemm	768x768x768	f64	f	4	7.550	7.534	0.9978	8.726	1.160	8.540	1.131
gemm	128x128x128	f64	f	8	0.0328	0.1118	3.410	0.03002	0.8699	0.03187	0.9716
gemm	192x192x192	f64	f	8	0.08681	0.1971	2.270	0.08394	0.9491	0.07447	0.8578
gemm	256x256x256	f64	f	8	0.1673	0.2485	1.486	0.1841	1.106	0.1821	1.089
gemm	384x384x384	f64	f	8	0.4785	0.5622	1.175	0.5613	1.169	0.5169	1.080
gemm	512x512x512	f64	f	8	1.140	1.191	1.044	1.322	1.156	1.538	1.349
gemm	768x768x768	f64	f	8	3.898	3.880	0.9954	4.542	1.157	4.646	1.192

gemm-small

family	shape	dtype	order	threads	fork (ms)	upstream (ms)	upstream/fork	OpenBLAS (ms)	OpenBLAS/fork	MKL (ms)	MKL/fork
gemm	32x32x32	c64	c	1	0.008837	0.008787	0.9943	0.01161	1.305	0.01105	1.251
gemm	64x64x64	c64	c	1	0.06809	0.06762	0.9932	0.08605	1.271	0.0816	1.198
gemm	96x96x96	c64	c	1	0.2262	0.2261	0.9997	0.2767	1.220	0.2689	1.189
gemm	32x32x32	c64	c	4	0.008927	0.008857	0.9922	0.01161	1.311	0.01385	1.552
gemm	64x64x64	c64	c	4	0.02973	0.03883	1.306	0.02608	0.8785	0.03546	1.193
gemm	96x96x96	c64	c	4	0.07895	0.09594	1.215	0.07945	1.005	0.09868	1.250
gemm	32x32x32	c64	c	8	0.008847	0.008786	0.9931	0.01158	1.311	0.01601	1.810
gemm	64x64x64	c64	c	8	0.02773	0.02783	1.004	0.0258	0.9243	0.01571	0.5665
gemm	96x96x96	c64	c	8	0.04063	0.04077	1.003	0.0553	1.362	0.04273	1.052
gemm	32x32x32	c64	f	1	0.008806	0.008777	0.9967	0.01163	1.306	0.01114	1.265
gemm	64x64x64	c64	f	1	0.06759	0.06764	1.001	0.08607	1.270	0.08305	1.229
gemm	96x96x96	c64	f	1	0.2264	0.2264	1.000	0.2761	1.218	0.268	1.184
gemm	32x32x32	c64	f	4	0.008937	0.008856	0.9909	0.01163	1.316	0.0135	1.511
gemm	64x64x64	c64	f	4	0.02983	0.0394	1.321	0.02624	0.88	0.03605	1.209
gemm	96x96x96	c64	f	4	0.07873	0.0965	1.226	0.07958	1.005	0.0972	1.235
gemm	32x32x32	c64	f	8	0.008827	0.008776	0.9942	0.01159	1.312	0.01625	1.841
gemm	64x64x64	c64	f	8	0.02816	0.02801	0.9946	0.02623	0.9427	0.01586	0.5632
gemm	96x96x96	c64	f	8	0.04075	0.04095	1.005	0.05539	1.357	0.04259	1.045
gemm	32x32x32	f64	c	1	0.002364	0.002315	0.9793	0.002234	0.9531	0.004508	1.907
gemm	64x64x64	f64	c	1	0.01709	0.01704	0.9971	0.01681	0.983	0.02431	1.422
gemm	96x96x96	f64	c	1	0.05669	0.05671	1.000	0.05627	0.9912	0.06265	1.105
gemm	32x32x32	f64	c	4	0.002355	0.003837	1.629	0.002224	0.9368	0.004999	2.123
gemm	64x64x64	f64	c	4	0.01199	0.01944	1.621	0.01684	1.369	0.01432	1.194
gemm	96x96x96	f64	c	4	0.02467	0.06184	2.506	0.05629	2.335	0.02233	0.905
gemm	32x32x32	f64	c	8	0.002394	0.004138	1.728	0.002224	0.929	0.004649	1.942
gemm	64x64x64	f64	c	8	0.01134	0.01091	0.962	0.01682	1.556	0.009778	0.8622
gemm	96x96x96	f64	c	8	0.02167	0.02143	0.9889	0.05625	2.580	0.01488	0.6865
gemm	32x32x32	f64	f	1	0.002334	0.002314	0.9914	0.002234	0.949	0.004538	1.944
gemm	64x64x64	f64	f	1	0.01712	0.01702	0.9941	0.01683	0.9865	0.02439	1.424
gemm	96x96x96	f64	f	1	0.05674	0.0567	0.9993	0.05629	0.9919	0.06272	1.105
gemm	32x32x32	f64	f	4	0.002384	0.004078	1.711	0.002194	0.9161	0.005209	2.185
gemm	64x64x64	f64	f	4	0.01199	0.01851	1.544	0.01684	1.376	0.01417	1.181
gemm	96x96x96	f64	f	4	0.02392	0.06443	2.693	0.05623	2.314	0.0222	0.928
gemm	32x32x32	f64	f	8	0.002384	0.004027	1.689	0.002194	0.9238	0.004839	2.030
gemm	64x64x64	f64	f	8	0.01085	0.01103	1.017	0.01684	1.486	0.009507	0.8762
gemm	96x96x96	f64	f	8	0.02159	0.02123	0.9834	0.05633	2.641	0.01513	0.7007

gemm-tall

family	shape	dtype	order	threads	fork (ms)	upstream (ms)	upstream/fork	OpenBLAS (ms)	OpenBLAS/fork	MKL (ms)	MKL/fork
gemm	16x240x4096	c64	c	1	4.140	4.150	1.002	5.980	1.446	5.674	1.370
gemm	4096x64x64	c64	c	1	4.439	4.442	1.001	5.448	1.238	5.236	1.179
gemm	4096x240x16	c64	c	1	4.395	4.401	1.001	5.757	1.313	6.272	1.427
gemm	16x240x4096	c64	c	4	1.667	1.663	0.9972	1.721	1.036	1.961	1.176
gemm	4096x64x64	c64	c	4	1.134	1.131	0.9976	1.386	1.230	2.044	1.803
gemm	4096x240x16	c64	c	4	1.160	1.155	0.9956	1.675	1.454	1.978	1.705
gemm	16x240x4096	c64	c	8	0.9131	0.9018	0.9876	0.9311	1.041	0.9559	1.047
gemm	4096x64x64	c64	c	8	0.578	0.5916	1.024	0.7022	1.216	0.7582	1.312
gemm	4096x240x16	c64	c	8	0.6008	0.5993	0.9975	1.000	1.660	0.9964	1.658
gemm	16x240x4096	c64	f	1	4.076	4.069	0.9985	5.764	1.417	5.645	1.385
gemm	4096x64x64	c64	f	1	4.447	4.433	0.9968	5.544	1.248	5.600	1.259
gemm	4096x240x16	c64	f	1	4.412	4.421	1.002	5.786	1.316	6.289	1.425
gemm	16x240x4096	c64	f	4	1.183	1.951	1.648	1.479	1.243	13.38	11.31
gemm	4096x64x64	c64	f	4	1.170	1.163	0.9941	1.449	1.236	2.047	1.751
gemm	4096x240x16	c64	f	4	1.169	1.155	0.988	1.738	1.495	2.313	1.978
gemm	16x240x4096	c64	f	8	0.6651	2.576	3.872	0.8309	1.262	4.681	7.037
gemm	4096x64x64	c64	f	8	0.5783	0.576	0.996	0.7673	1.321	1.211	2.094
gemm	4096x240x16	c64	f	8	0.611	0.6075	0.9943	1.013	1.668	1.623	2.656
gemm	16x240x4096	f64	c	1	1.243	1.248	1.004	1.649	1.325	1.707	1.373
gemm	4096x64x64	f64	c	1	1.088	1.098	1.009	1.366	1.261	1.560	1.434
gemm	4096x240x16	f64	c	1	1.077	1.087	1.010	1.439	1.335	1.554	1.443
gemm	16x240x4096	f64	c	4	0.4285	0.4271	0.9967	0.514	1.200	0.4291	1.001
gemm	4096x64x64	f64	c	4	1.959	0.3021	0.1542	0.347	1.241	0.3906	0.1994
gemm	4096x240x16	f64	c	4	0.3138	0.3145	1.002	0.4766	1.571	0.4314	1.375
gemm	16x240x4096	f64	c	8	0.426	0.4216	0.9898	0.283	0.6555	0.2685	0.6304
gemm	4096x64x64	f64	c	8	0.1438	0.1996	1.389	0.1799	1.257	0.1982	1.379
gemm	4096x240x16	f64	c	8	0.1743	0.1744	1.001	0.3156	1.679	0.289	1.658
gemm	16x240x4096	f64	f	1	1.052	1.051	0.999	1.689	1.627	2.699	2.565
gemm	4096x64x64	f64	f	1	1.120	1.120	1.000	1.368	1.205	1.224	1.093
gemm	4096x240x16	f64	f	1	1.113	1.104	0.9916	1.442	1.309	1.516	1.362
gemm	16x240x4096	f64	f	4	0.3354	0.7043	2.100	0.4249	1.285	0.6386	1.904
gemm	4096x64x64	f64	f	4	0.2988	0.2971	0.9943	0.365	1.231	0.3305	1.106
gemm	4096x240x16	f64	f	4	0.3012	0.3026	1.005	0.4871	1.626	0.4332	1.438
gemm	16x240x4096	f64	f	8	0.2091	1.095	5.238	0.2225	1.057	0.3512	1.679
gemm	4096x64x64	f64	f	8	0.157	0.1571	1.000	0.198	1.263	0.1707	1.087
gemm	4096x240x16	f64	f	8	0.178	0.1775	0.9968	0.3222	1.729	0.2958	1.662

gemm-wide

family	shape	dtype	order	threads	fork (ms)	upstream (ms)	upstream/fork	OpenBLAS (ms)	OpenBLAS/fork	MKL (ms)	MKL/fork
gemm	64x4096x64	c64	c	1	4.425	4.431	1.001	5.556	1.256	5.774	1.305
gemm	64x4096x64	c64	c	4	1.160	1.153	0.9938	1.447	1.244	2.011	1.734
gemm	64x4096x64	c64	c	8	0.5784	0.5782	0.9995	0.7684	1.334	1.043	1.803
gemm	64x4096x64	c64	f	1	4.397	4.408	1.003	5.429	1.228	5.236	1.191
gemm	64x4096x64	c64	f	4	1.124	1.129	1.005	1.386	1.226	2.067	1.840
gemm	64x4096x64	c64	f	8	0.5759	0.622	1.080	0.6982	1.210	0.7501	1.302
gemm	64x4096x64	f64	c	1	1.134	1.135	1.001	1.372	1.223	1.237	1.091
gemm	64x4096x64	f64	c	4	0.298	0.2971	0.9972	0.3658	1.225	0.3283	1.102
gemm	64x4096x64	f64	c	8	0.1574	0.1575	1.000	0.1979	1.260	0.1686	1.071
gemm	64x4096x64	f64	f	1	1.091	1.091	1.000	1.363	1.241	1.549	1.419
gemm	64x4096x64	f64	f	4	0.2792	0.3033	1.086	0.3464	1.245	0.3888	1.392
gemm	64x4096x64	f64	f	8	0.1429	0.2007	1.405	0.1782	1.248	0.1992	1.394

linalg-mid

family	shape	dtype	order	threads	fork (ms)	upstream (ms)	upstream/fork	OpenBLAS (ms)	OpenBLAS/fork	MKL (ms)	MKL/fork
cholesky	128x128	c64	c	1	0.1883	0.1865	0.9902	0.3299	1.758	0.4703	2.498
cholesky	256x256	c64	c	1	1.230	1.240	1.008	2.108	1.674	1.877	1.525
cholesky	512x512	c64	c	1	7.915	7.867	0.9939	12.64	1.595	11.37	1.436
cholesky	128x128	c64	c	4	0.1676	0.1797	1.072	0.2653	1.581	0.4787	2.857
cholesky	256x256	c64	c	4	0.7557	0.7906	1.046	1.427	1.813	0.8074	1.068
cholesky	512x512	c64	c	4	3.170	3.546	1.119	6.985	2.188	3.638	1.148
cholesky	128x128	c64	c	8	0.1678	0.1682	1.002	0.2957	1.761	0.4725	2.815
cholesky	256x256	c64	c	8	0.7201	0.7955	1.105	1.378	1.911	0.6573	0.9128
cholesky	512x512	c64	c	8	2.564	2.698	1.052	5.985	2.317	2.248	0.8764
cholesky	128x128	c64	f	1	0.176	0.1739	0.9883	0.183	1.040	0.4094	2.326
cholesky	256x256	c64	f	1	1.139	1.127	0.9893	1.294	1.138	1.596	1.400
cholesky	512x512	c64	f	1	7.534	7.510	0.9968	9.017	1.192	12.08	1.603
cholesky	128x128	c64	f	4	0.1559	0.1643	1.054	0.125	0.808	0.4054	2.601
cholesky	256x256	c64	f	4	0.6678	0.7099	1.063	0.5934	0.8564	0.5824	0.8721
cholesky	512x512	c64	f	4	2.811	3.035	1.080	3.500	1.240	3.548	1.262
cholesky	128x128	c64	f	8	0.1548	0.156	1.008	0.157	1.011	0.4102	2.650
cholesky	256x256	c64	f	8	0.6281	0.6942	1.105	0.5497	0.8779	0.4633	0.7377
cholesky	512x512	c64	f	8	2.195	2.376	1.083	2.386	1.080	1.819	0.8287
cholesky	128x128	f64	c	1	0.07068	0.06713	0.9497	0.1571	2.346	0.1132	1.601
cholesky	256x256	f64	c	1	0.3798	0.3816	1.005	0.9925	2.618	0.6369	1.677
cholesky	512x512	f64	c	1	2.531	2.534	1.001	5.913	2.346	4.019	1.588
cholesky	128x128	f64	c	4	0.0716	0.07757	1.083	0.1671	2.345	0.1139	1.591
cholesky	256x256	f64	c	4	0.3061	0.3656	1.194	0.878	2.879	0.4027	1.315
cholesky	512x512	f64	c	4	1.450	1.578	1.089	4.631	3.283	1.910	1.318
cholesky	128x128	f64	c	8	0.07098	0.07426	1.046	0.171	2.568	0.1147	1.615
cholesky	256x256	f64	c	8	0.3055	0.3618	1.184	0.8796	2.874	0.3634	1.189
cholesky	512x512	f64	c	8	1.287	1.489	1.156	4.472	3.471	1.442	1.120
cholesky	128x128	f64	f	1	0.06016	0.06045	1.005	0.07219	1.199	0.09314	1.548
cholesky	256x256	f64	f	1	0.3154	0.3165	1.003	0.405	1.286	0.4425	1.403
cholesky	512x512	f64	f	1	2.060	2.052	0.9961	2.702	1.314	3.315	1.609
cholesky	128x128	f64	f	4	0.06095	0.07017	1.151	0.07707	1.195	0.09188	1.507
cholesky	256x256	f64	f	4	0.2247	0.3007	1.338	0.2735	1.134	0.2867	1.276
cholesky	512x512	f64	f	4	0.9581	1.075	1.122	1.331	1.388	1.638	1.710
cholesky	128x128	f64	f	8	0.06506	0.05918	0.9096	0.07502	1.238	0.09455	1.453
cholesky	256x256	f64	f	8	0.2399	0.3365	1.403	0.2748	1.199	0.2691	1.122
cholesky	512x512	f64	f	8	0.8409	1.023	1.216	1.217	1.444	1.122	1.334
eigh	128x128	c64	c	1	3.262	3.258	0.9988	3.365	1.029	4.400	1.349
eigh	256x256	c64	c	1	17.55	17.33	0.9876	20.18	1.143	26.36	1.502
eigh	512x512	c64	c	1	105.9	105.2	0.9927	140.7	1.326	170.9	1.613
eigh	128x128	c64	c	4	2.681	2.825	1.054	2.652	0.9891	2.046	0.763
eigh	256x256	c64	c	4	8.850	11.35	1.282	12.08	1.366	10.13	1.144
eigh	512x512	c64	c	4	41.60	44.99	1.082	55.61	1.336	53.10	1.276
eigh	128x128	c64	c	8	2.561	2.850	1.113	2.563	0.9957	1.694	0.6613
eigh	256x256	c64	c	8	7.827	11.17	1.426	10.90	1.397	7.986	1.020
eigh	512x512	c64	c	8	31.39	39.18	1.248	43.23	1.379	36.87	1.175
eigh	128x128	c64	f	1	3.253	3.248	0.9984	3.241	0.9956	4.345	1.336
eigh	256x256	c64	f	1	17.49	17.26	0.9871	19.51	1.113	26.19	1.498
eigh	512x512	c64	f	1	105.6	104.8	0.9925	137.8	1.303	170.0	1.610
eigh	128x128	c64	f	4	2.677	2.814	1.051	2.540	0.9474	1.998	0.7464
eigh	256x256	c64	f	4	8.763	11.31	1.291	11.53	1.317	9.965	1.137
eigh	512x512	c64	f	4	41.41	44.61	1.077	52.71	1.270	52.47	1.267
eigh	128x128	c64	f	8	2.563	2.838	1.107	2.448	0.9538	1.649	0.6436
eigh	256x256	c64	f	8	7.720	11.06	1.433	10.32	1.340	7.845	1.016
eigh	512x512	c64	f	8	31.04	38.80	1.250	40.41	1.305	36.43	1.174
eigh	128x128	f64	c	1	2.251	2.247	0.9981	1.882	0.8386	1.853	0.8232
eigh	256x256	f64	c	1	10.00	9.833	0.9829	9.120	0.925	10.03	1.003
eigh	512x512	f64	c	1	49.72	48.61	0.9778	52.16	1.052	60.97	1.226
eigh	128x128	f64	c	4	2.172	2.166	0.9972	1.501	0.6957	1.069	0.4922
eigh	256x256	f64	c	4	6.527	6.823	1.045	6.083	0.9288	4.764	0.73
eigh	512x512	f64	c	4	26.13	25.08	0.9596	29.29	1.167	21.70	0.8304
eigh	128x128	f64	c	8	2.156	2.172	1.007	1.432	0.6674	1.007	0.4672
eigh	256x256	f64	c	8	6.262	6.819	1.089	5.715	0.9159	4.019	0.6418
eigh	512x512	f64	c	8	22.22	23.94	1.077	25.43	1.149	15.22	0.6851
eigh	128x128	f64	f	1	2.244	2.244	1	1.796	0.8006	1.815	0.8089
eigh	256x256	f64	f	1	9.966	9.785	0.9819	8.736	0.8873	9.883	0.9917
eigh	512x512	f64	f	1	49.20	48.21	0.9797	49.01	0.9967	59.90	1.217
eigh	128x128	f64	f	4	2.167	2.165	0.9993	1.419	0.6573	1.050	0.4848
eigh	256x256	f64	f	4	6.498	6.780	1.043	5.647	0.866	4.664	0.7177
eigh	512x512	f64	f	4	25.81	24.61	0.9537	26.49	1.090	21.14	0.8193
eigh	128x128	f64	f	8	2.154	2.168	1.006	1.355	0.6339	0.9877	0.4585
eigh	256x256	f64	f	8	6.206	6.783	1.093	5.262	0.8469	3.903	0.629
eigh	512x512	f64	f	8	21.80	23.27	1.067	22.55	1.037	14.84	0.6805
full_piv_lu	128x128	c64	c	1	0.7883	0.7789	0.9882	-	-	-	-
full_piv_lu	256x256	c64	c	1	5.907	6.022	1.019	-	-	-	-
full_piv_lu	512x512	c64	c	1	40.31	40.51	1.005	-	-	-	-
full_piv_lu	128x128	c64	c	4	0.7247	0.7692	1.061	-	-	-	-
full_piv_lu	256x256	c64	c	4	3.605	5.966	1.655	-	-	-	-
full_piv_lu	512x512	c64	c	4	17.82	25.55	1.434	-	-	-	-
full_piv_lu	128x128	c64	c	8	0.7106	0.7728	1.088	-	-	-	-
full_piv_lu	256x256	c64	c	8	3.309	6.018	1.819	-	-	-	-
full_piv_lu	512x512	c64	c	8	14.40	23.33	1.620	-	-	-	-
full_piv_lu	128x128	c64	f	1	0.7637	0.7512	0.9837	-	-	-	-
full_piv_lu	256x256	c64	f	1	5.759	5.751	0.9985	-	-	-	-
full_piv_lu	512x512	c64	f	1	39.45	39.49	1.001	-	-	-	-
full_piv_lu	128x128	c64	f	4	0.6858	0.7366	1.074	-	-	-	-
full_piv_lu	256x256	c64	f	4	3.434	5.704	1.661	-	-	-	-
full_piv_lu	512x512	c64	f	4	16.96	24.34	1.435	-	-	-	-
full_piv_lu	128x128	c64	f	8	0.6882	0.7447	1.082	-	-	-	-
full_piv_lu	256x256	c64	f	8	3.139	5.785	1.843	-	-	-	-
full_piv_lu	512x512	c64	f	8	13.57	22.18	1.634	-	-	-	-
full_piv_lu	128x128	f64	c	1	0.3078	0.3132	1.018	-	-	-	-
full_piv_lu	256x256	f64	c	1	2.728	2.785	1.021	-	-	-	-
full_piv_lu	512x512	f64	c	1	21.64	22.33	1.032	-	-	-	-
full_piv_lu	128x128	f64	c	4	0.308	0.3119	1.013	-	-	-	-
full_piv_lu	256x256	f64	c	4	2.120	2.745	1.295	-	-	-	-
full_piv_lu	512x512	f64	c	4	11.97	15.31	1.279	-	-	-	-
full_piv_lu	128x128	f64	c	8	0.3091	0.3129	1.012	-	-	-	-
full_piv_lu	256x256	f64	c	8	2.044	2.751	1.346	-	-	-	-
full_piv_lu	512x512	f64	c	8	10.84	14.67	1.353	-	-	-	-
full_piv_lu	128x128	f64	f	1	0.2878	0.2899	1.008	-	-	-	-
full_piv_lu	256x256	f64	f	1	2.638	2.650	1.004	-	-	-	-
full_piv_lu	512x512	f64	f	1	21.14	21.12	0.9992	-	-	-	-
full_piv_lu	128x128	f64	f	4	0.289	0.2884	0.998	-	-	-	-
full_piv_lu	256x256	f64	f	4	2.035	2.610	1.283	-	-	-	-
full_piv_lu	512x512	f64	f	4	11.61	14.43	1.243	-	-	-	-
full_piv_lu	128x128	f64	f	8	0.2883	0.2886	1.001	-	-	-	-
full_piv_lu	256x256	f64	f	8	1.977	2.606	1.318	-	-	-	-
full_piv_lu	512x512	f64	f	8	10.46	13.45	1.286	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	c64	c	1	1.051	1.049	0.9981	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	c64	c	1	1.054	1.054	0.9996	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	c64	c	1	7.473	7.465	0.9989	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	c64	c	1	7.514	7.465	0.9935	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	c64	c	1	56.64	56.75	1.002	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	c64	c	1	56.75	57.09	1.006	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	c64	c	4	0.2813	0.2857	1.016	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	c64	c	4	0.2868	0.2828	0.9862	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	c64	c	4	1.918	1.914	0.9976	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	c64	c	4	1.934	1.927	0.9962	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	c64	c	4	14.64	14.74	1.006	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	c64	c	4	14.63	14.61	0.9988	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	c64	c	8	0.178	0.2747	1.543	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	c64	c	8	0.1787	0.2709	1.516	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	c64	c	8	1.000	1.137	1.137	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	c64	c	8	1.017	1.291	1.269	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	c64	c	8	7.954	7.723	0.9709	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	c64	c	8	8.018	10.05	1.253	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	c64	f	1	1.035	1.031	0.9962	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	c64	f	1	1.042	1.038	0.9962	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	c64	f	1	7.390	7.382	0.999	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	c64	f	1	7.400	7.387	0.9983	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	c64	f	1	56.88	56.63	0.9957	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	c64	f	1	56.55	56.59	1.001	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	c64	f	4	0.2855	0.2814	0.9855	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	c64	f	4	0.2846	0.2837	0.9968	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	c64	f	4	1.912	1.906	0.9966	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	c64	f	4	1.912	1.917	1.002	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	c64	f	4	14.67	14.72	1.003	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	c64	f	4	14.67	14.63	0.9968	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	c64	f	8	0.176	0.2701	1.535	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	c64	f	8	0.1768	0.2721	1.539	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	c64	f	8	1.009	1.128	1.118	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	c64	f	8	1.009	1.312	1.301	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	c64	f	8	8.188	7.821	0.9552	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	c64	f	8	8.148	10.10	1.240	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	f64	c	1	0.262	0.2573	0.9822	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	f64	c	1	0.2598	0.2579	0.993	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	f64	c	1	1.917	1.906	0.9946	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	f64	c	1	1.913	1.913	0.9999	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	f64	c	1	15.90	15.84	0.9966	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	f64	c	1	15.93	15.80	0.9919	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	f64	c	4	0.08122	0.08121	0.9999	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	f64	c	4	0.08328	0.08035	0.9647	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	f64	c	4	0.5233	0.5153	0.9848	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	f64	c	4	0.5213	0.5198	0.9971	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	f64	c	4	4.166	4.082	0.9798	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	f64	c	4	4.167	4.060	0.9742	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	f64	c	8	0.05629	0.09904	1.759	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	f64	c	8	0.05926	0.09987	1.685	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	f64	c	8	0.2841	0.4143	1.458	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	f64	c	8	0.2887	0.4059	1.406	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	f64	c	8	2.285	2.243	0.9816	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	f64	c	8	2.300	2.244	0.9755	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	f64	f	1	0.2557	0.2537	0.9921	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	f64	f	1	0.2572	0.2545	0.9894	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	f64	f	1	1.875	1.867	0.9959	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	f64	f	1	1.880	1.883	1.002	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	f64	f	1	15.73	15.67	0.9961	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	f64	f	1	15.72	15.68	0.9976	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	f64	f	4	0.08272	0.08048	0.9729	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	f64	f	4	0.08296	0.08085	0.9746	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	f64	f	4	0.5131	0.5105	0.9949	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	f64	f	4	0.528	0.5197	0.9841	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	f64	f	4	4.107	4.146	1.009	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	f64	f	4	4.128	4.121	0.9983	-	-	-	-
householder_apply	128x128 block(basis=128,target=128)	f64	f	8	0.05363	0.0985	1.837	-	-	-	-
householder_apply	128x128 sequence(basis=128,target=128)	f64	f	8	0.05577	0.1001	1.795	-	-	-	-
householder_apply	256x256 block(basis=256,target=256)	f64	f	8	0.2912	0.4043	1.388	-	-	-	-
householder_apply	256x256 sequence(basis=256,target=256)	f64	f	8	0.2907	0.3996	1.375	-	-	-	-
householder_apply	512x512 block(basis=512,target=512)	f64	f	8	2.234	2.923	1.308	-	-	-	-
householder_apply	512x512 sequence(basis=512,target=512)	f64	f	8	2.243	2.946	1.314	-	-	-	-
lu	128x128	c64	c	1	0.3313	0.3289	0.9927	0.4271	1.308	0.5001	1.509
lu	256x256	c64	c	1	2.128	2.204	1.036	2.771	1.309	3.310	1.556
lu	512x512	c64	c	1	14.71	14.86	1.010	18.44	1.253	21.12	1.436
lu	128x128	c64	c	4	0.294	0.3081	1.048	0.309	1.061	0.4822	1.640
lu	256x256	c64	c	4	1.397	1.562	1.118	1.714	1.253	1.004	0.7189
lu	512x512	c64	c	4	6.847	7.382	1.078	7.411	1.096	6.116	0.8932
lu	128x128	c64	c	8	0.2947	0.293	0.9941	0.2983	1.024	0.4882	1.656
lu	256x256	c64	c	8	1.276	1.457	1.142	1.336	1.053	0.6989	0.5478
lu	512x512	c64	c	8	5.535	5.906	1.067	5.108	0.9324	3.598	0.65
lu	128x128	c64	f	1	0.2997	0.2963	0.9886	0.3501	1.168	0.4568	1.524
lu	256x256	c64	f	1	2.026	2.013	0.9936	2.317	1.156	3.147	1.553
lu	512x512	c64	f	1	13.87	13.83	0.9971	16.35	1.180	19.74	1.423
lu	128x128	c64	f	4	0.2642	0.2794	1.057	0.2385	0.901	0.4551	1.722
lu	256x256	c64	f	4	1.290	1.356	1.051	1.265	0.996	0.9618	0.7456
lu	512x512	c64	f	4	5.987	6.428	1.074	5.526	0.9271	6.172	1.031
lu	128x128	c64	f	8	0.2655	0.262	0.9867	0.2268	0.8504	0.4632	1.744
lu	256x256	c64	f	8	1.163	1.247	1.072	0.8871	0.7623	0.6734	0.579
lu	512x512	c64	f	8	4.682	4.943	1.056	3.281	0.7013	3.454	0.7378
lu	128x128	f64	c	1	0.1669	0.1671	1.001	0.2049	1.221	0.1697	1.017
lu	256x256	f64	c	1	0.9824	1.037	1.056	1.354	1.358	1.199	1.220
lu	512x512	f64	c	1	6.594	7.192	1.091	8.107	1.205	6.940	1.052
lu	128x128	f64	c	4	0.1357	0.1528	1.127	0.2062	1.487	0.1503	1.108
lu	256x256	f64	c	4	0.6137	0.7795	1.270	1.043	1.661	0.571	0.9304
lu	512x512	f64	c	4	3.173	4.108	1.295	5.616	1.729	2.600	0.8195
lu	128x128	f64	c	8	0.1349	0.1477	1.095	0.2011	1.448	0.1475	1.094
lu	256x256	f64	c	8	0.6035	0.7603	1.260	0.9731	1.579	0.6234	1.033
lu	512x512	f64	c	8	2.945	3.883	1.319	4.675	1.546	2.358	0.8007
lu	128x128	f64	f	1	0.1487	0.1445	0.972	0.1527	1.059	0.1319	0.8872
lu	256x256	f64	f	1	0.8961	0.8993	1.004	0.8363	0.9411	0.8151	0.9096
lu	512x512	f64	f	1	6.112	6.133	1.003	5.153	0.8418	5.188	0.8487
lu	128x128	f64	f	4	0.1158	0.1275	1.101	0.1509	1.302	0.1329	1.147
lu	256x256	f64	f	4	0.5333	0.6363	1.193	0.5069	0.9553	0.3299	0.6186
lu	512x512	f64	f	4	2.774	3.061	1.103	2.791	1.001	1.651	0.595
lu	128x128	f64	f	8	0.1161	0.1295	1.115	0.1502	1.301	0.1321	1.138
lu	256x256	f64	f	8	0.5199	0.6591	1.268	0.4411	0.8535	0.3107	0.5975
lu	512x512	f64	f	8	2.539	2.880	1.135	1.774	0.6976	1.255	0.4944
qr	128x128	c64	c	1	1.575	1.574	0.9993	1.618	1.031	1.992	1.264
qr	256x256	c64	c	1	10.19	10.26	1.006	11.29	1.112	12.36	1.213
qr	512x512	c64	c	1	69.81	69.73	0.9989	75.14	1.079	80.58	1.154
qr	128x128	c64	c	4	0.8134	1.026	1.262	1.469	1.804	1.046	1.286
qr	256x256	c64	c	4	3.884	4.352	1.121	7.140	1.831	4.806	1.237
qr	512x512	c64	c	4	22.18	22.55	1.017	35.04	1.583	28.82	1.300
qr	128x128	c64	c	8	0.6887	1.141	1.657	1.447	2.107	0.7832	1.137
qr	256x256	c64	c	8	2.929	4.342	1.482	6.521	2.237	3.837	1.310
qr	512x512	c64	c	8	14.47	19.60	1.355	28.24	1.968	16.08	1.111
qr	128x128	c64	f	1	1.546	1.540	0.9958	1.542	1.001	1.970	1.274
qr	256x256	c64	f	1	10.09	10.08	0.9993	10.72	1.066	12.32	1.221
qr	512x512	c64	f	1	68.94	68.73	0.9969	72.83	1.060	79.84	1.158
qr	128x128	c64	f	4	0.7787	1.003	1.288	1.376	1.750	1.057	1.357
qr	256x256	c64	f	4	3.754	4.147	1.105	6.614	1.747	5.125	1.365
qr	512x512	c64	f	4	21.27	21.67	1.019	32.49	1.533	29.83	1.402
qr	128x128	c64	f	8	0.6639	1.108	1.669	1.354	2.038	0.8097	1.219
qr	256x256	c64	f	8	2.810	4.144	1.475	5.955	2.115	4.138	1.473
qr	512x512	c64	f	8	13.48	18.11	1.343	25.90	1.929	17.36	1.288
qr	128x128	f64	c	1	0.5208	0.5136	0.9861	0.8685	1.664	0.7509	1.442
qr	256x256	f64	c	1	2.895	2.927	1.011	4.357	1.501	4.301	1.486
qr	512x512	f64	c	1	20.17	20.77	1.030	30.81	1.527	30.89	1.531
qr	128x128	f64	c	4	0.4013	0.5696	1.419	0.8931	2.246	0.4818	1.201
qr	256x256	f64	c	4	1.455	1.936	1.330	3.556	2.443	2.008	1.380
qr	512x512	f64	c	4	8.611	9.997	1.161	19.29	2.237	12.14	1.409
qr	128x128	f64	c	8	0.3845	0.7182	1.868	0.8974	2.334	0.4365	1.135
qr	256x256	f64	c	8	1.218	2.298	1.886	3.512	2.893	1.802	1.480
qr	512x512	f64	c	8	5.017	8.604	1.715	17.66	2.606	10.24	2.042
qr	128x128	f64	f	1	0.4929	0.4914	0.997	0.7584	1.544	0.6761	1.372
qr	256x256	f64	f	1	2.785	2.783	0.9991	4.121	1.480	4.341	1.559
qr	512x512	f64	f	1	19.58	19.75	1.008	27.00	1.366	30.50	1.557
qr	128x128	f64	f	4	0.3756	0.5531	1.472	0.822	2.230	0.4952	1.318
qr	256x256	f64	f	4	1.345	1.817	1.351	3.248	2.423	2.183	1.623
qr	512x512	f64	f	4	7.988	8.963	1.122	16.93	2.122	13.21	1.654
qr	128x128	f64	f	8	0.3568	0.6964	1.952	0.8507	2.408	0.4124	1.156
qr	256x256	f64	f	8	1.112	2.163	1.945	3.221	2.928	2.059	1.851
qr	512x512	f64	f	8	4.558	7.486	1.642	15.37	2.523	10.36	2.273
qr_factor	128x128	c64	c	1	0.8187	1.061	1.296	0.8151	0.9928	0.9517	1.163
qr_factor	256x256	c64	c	1	4.815	6.478	1.345	5.633	1.173	5.678	1.179
qr_factor	512x512	c64	c	1	30.63	37.84	1.235	37.38	1.220	39.03	1.274
qr_factor	128x128	c64	c	4	0.5361	0.9883	1.844	0.7379	1.370	0.4523	0.8438
qr_factor	256x256	c64	c	4	2.475	4.650	1.879	3.544	1.449	1.633	0.6597
qr_factor	512x512	c64	c	4	12.04	21.68	1.801	17.19	1.434	11.40	0.9475
qr_factor	128x128	c64	c	8	0.5006	1.094	2.186	0.7223	1.451	0.3214	0.6421
qr_factor	256x256	c64	c	8	2.148	4.941	2.300	3.231	1.513	1.628	0.7578
qr_factor	512x512	c64	c	8	9.394	20.59	2.192	13.86	1.530	5.811	0.6186
qr_factor	128x128	c64	f	1	0.741	0.7384	0.9964	0.7469	0.9879	0.9078	1.225
qr_factor	256x256	c64	f	1	4.463	4.467	1.001	5.194	1.162	5.500	1.232
qr_factor	512x512	c64	f	1	28.93	28.93	0.9997	35.34	1.223	38.03	1.314
qr_factor	128x128	c64	f	4	0.459	0.6521	1.421	0.6613	1.422	0.435	0.9477
qr_factor	256x256	c64	f	4	2.151	2.546	1.184	3.107	1.429	1.573	0.7314
qr_factor	512x512	c64	f	4	10.39	10.80	1.039	15.29	1.465	11.47	1.103
qr_factor	128x128	c64	f	8	0.4241	0.7668	1.808	0.65	1.533	0.3066	0.7229
qr_factor	256x256	c64	f	8	1.831	2.715	1.483	2.793	1.528	1.586	0.8665
qr_factor	512x512	c64	f	8	7.264	9.739	1.341	12.03	1.613	5.641	0.7766
qr_factor	128x128	f64	c	1	0.3345	0.5358	1.602	0.4307	1.272	0.3703	1.107
qr_factor	256x256	f64	c	1	1.600	2.899	1.812	2.180	1.335	2.045	1.278
qr_factor	512x512	f64	c	1	8.827	17.54	1.987	14.52	1.617	14.27	1.617
qr_factor	128x128	f64	c	4	0.295	0.7042	2.387	0.4468	1.499	0.1968	0.6673
qr_factor	256x256	f64	c	4	1.090	3.059	2.805	1.762	1.592	0.6727	0.6169
qr_factor	512x512	f64	c	4	4.325	16.64	3.848	9.484	2.136	3.868	0.8944
qr_factor	128x128	f64	c	8	0.2908	0.8488	2.919	0.4456	1.517	0.1568	0.5392
qr_factor	256x256	f64	c	8	1.034	3.346	3.236	1.735	1.687	0.5791	0.5601
qr_factor	512x512	f64	c	8	3.697	16.97	4.589	8.718	2.341	2.314	0.626
qr_factor	128x128	f64	f	1	0.2777	0.2803	1.009	0.3741	1.358	0.3318	1.195
qr_factor	256x256	f64	f	1	1.381	1.375	0.9962	1.883	1.370	1.909	1.382
qr_factor	512x512	f64	f	1	7.943	7.968	1.003	12.45	1.545	13.46	1.695
qr_factor	128x128	f64	f	4	0.2391	0.4239	1.773	0.3982	1.675	0.1825	0.7633
qr_factor	256x256	f64	f	4	0.8504	1.309	1.539	1.463	1.705	0.622	0.7315
qr_factor	512x512	f64	f	4	3.461	4.433	1.281	7.613	2.192	3.699	1.069
qr_factor	128x128	f64	f	8	0.2339	0.5596	2.393	0.3985	1.722	0.1458	0.6234
qr_factor	256x256	f64	f	8	0.7812	1.638	2.097	1.454	1.883	0.5481	0.7017
qr_factor	512x512	f64	f	8	2.764	4.843	1.752	6.844	2.489	2.223	0.8042
solve	128x128	c64	c	1	0.3255	0.3276	1.007	0.4503	1.392	0.4879	1.499
solve	256x256	c64	c	1	2.076	2.142	1.032	2.836	1.380	2.823	1.360
solve	512x512	c64	c	1	14.77	14.86	1.006	18.60	1.268	18.76	1.270
solve	128x128	c64	c	4	0.2888	0.3003	1.040	0.3083	1.080	0.4689	1.624
solve	256x256	c64	c	4	1.301	1.441	1.107	1.696	1.329	0.8931	0.6864
solve	512x512	c64	c	4	6.592	7.090	1.075	7.397	1.125	5.632	0.8544
solve	128x128	c64	c	8	0.2874	0.2855	0.9932	0.2913	1.020	0.4746	1.651
solve	256x256	c64	c	8	1.175	1.324	1.127	1.312	1.130	0.6631	0.5644
solve	512x512	c64	c	8	5.333	5.671	1.063	5.130	0.979	3.419	0.6412
solve	128x128	c64	f	1	0.2955	0.29	0.9813	0.3633	1.220	0.4434	1.501
solve	256x256	c64	f	1	1.944	1.925	0.9904	2.385	1.227	2.660	1.369
solve	512x512	c64	f	1	13.92	13.88	0.9969	16.47	1.188	18.02	1.294
solve	128x128	c64	f	4	0.2584	0.2678	1.036	0.2371	0.9156	0.4482	1.734
solve	256x256	c64	f	4	1.183	1.239	1.047	1.262	1.060	0.8532	0.7213
solve	512x512	c64	f	4	5.800	6.299	1.086	5.561	0.9576	5.356	0.9236
solve	128x128	c64	f	8	0.2577	0.2519	0.9777	0.2264	0.8729	0.448	1.739
solve	256x256	c64	f	8	1.057	1.120	1.059	0.8953	0.8475	0.6512	0.6162
solve	512x512	c64	f	8	4.433	4.735	1.068	3.295	0.7438	3.302	0.745
solve	128x128	f64	c	1	0.1334	0.1386	1.039	0.201	1.450	0.1692	1.268
solve	256x256	f64	c	1	0.7512	0.813	1.082	1.131	1.468	0.9655	1.285
solve	512x512	f64	c	1	6.503	7.225	1.111	7.099	1.076	5.987	0.9206
solve	128x128	f64	c	4	0.1355	0.145	1.070	0.1701	1.235	0.1495	1.103
solve	256x256	f64	c	4	0.5818	0.6927	1.191	0.7922	1.320	0.3625	0.6231
solve	512x512	f64	c	4	2.847	3.672	1.290	4.612	1.586	1.785	0.627
solve	128x128	f64	c	8	0.1364	0.1442	1.057	0.2082	1.488	0.1464	1.073
solve	256x256	f64	c	8	0.5672	0.71	1.252	0.7406	1.267	0.3373	0.5947
solve	512x512	f64	c	8	2.597	3.561	1.371	3.649	1.379	1.292	0.4975
solve	128x128	f64	f	1	0.1115	0.1141	1.023	0.1493	1.346	0.1318	1.182
solve	256x256	f64	f	1	0.6638	0.6704	1.010	0.8258	1.251	0.8098	1.220
solve	512x512	f64	f	1	6.024	6.007	0.997	5.237	0.865	5.226	0.8675
solve	128x128	f64	f	4	0.1129	0.1298	1.150	0.1153	1.026	0.1322	1.171
solve	256x256	f64	f	4	0.4971	0.5762	1.159	0.4914	0.9827	0.3143	0.6324
solve	512x512	f64	f	4	2.449	2.743	1.120	2.577	1.047	1.671	0.6821
solve	128x128	f64	f	8	0.114	0.1247	1.094	0.1507	1.359	0.1317	1.155
solve	256x256	f64	f	8	0.4804	0.6012	1.251	0.4561	0.951	0.3095	0.6442
solve	512x512	f64	f	8	2.211	2.576	1.165	1.725	0.7851	1.260	0.5699
svd_thin	128x128	c64	c	1	5.756	5.738	0.9968	5.648	0.9807	7.048	1.224
svd_thin	256x256	c64	c	1	34.23	34.24	1.000	36.81	1.077	43.92	1.283
svd_thin	512x512	c64	c	1	210.7	210.4	0.9985	235.0	1.120	276.0	1.310
svd_thin	128x128	c64	c	4	3.923	4.052	1.033	4.866	1.241	4.160	1.060
svd_thin	256x256	c64	c	4	18.49	21.65	1.171	23.50	1.264	21.18	1.145
svd_thin	512x512	c64	c	4	84.18	87.16	1.035	119.0	1.409	114.0	1.354
svd_thin	128x128	c64	c	8	3.778	4.056	1.074	4.788	1.275	3.642	0.9638
svd_thin	256x256	c64	c	8	17.05	20.88	1.225	21.91	1.299	17.16	1.006
svd_thin	512x512	c64	c	8	66.60	75.00	1.126	99.60	1.492	84.08	1.262
svd_thin	128x128	c64	f	1	5.705	5.698	0.9988	5.503	0.9628	6.970	1.222
svd_thin	256x256	c64	f	1	33.94	33.84	0.9971	35.79	1.058	43.39	1.278
svd_thin	512x512	c64	f	1	208.8	209.2	1.002	232.1	1.114	305.7	1.464
svd_thin	128x128	c64	f	4	3.930	4.056	1.032	4.649	1.187	4.092	1.041
svd_thin	256x256	c64	f	4	18.22	21.36	1.172	22.44	1.222	21.00	1.152
svd_thin	512x512	c64	f	4	83.02	86.40	1.041	114.0	1.371	122.1	1.471
svd_thin	128x128	c64	f	8	3.761	4.049	1.077	4.619	1.234	3.611	0.9602
svd_thin	256x256	c64	f	8	16.77	20.84	1.242	20.76	1.246	17.10	1.019
svd_thin	512x512	c64	f	8	65.53	73.30	1.119	95.48	1.452	81.72	1.247
svd_thin	128x128	f64	c	1	3.690	3.670	0.9946	3.126	0.8485	3.422	0.9273
svd_thin	256x256	f64	c	1	18.57	18.43	0.9923	17.56	0.9483	18.07	0.973
svd_thin	512x512	f64	c	1	105.9	106.2	1.002	122.1	1.155	116.3	1.098
svd_thin	128x128	f64	c	4	2.824	2.791	0.9882	3.095	1.105	2.638	0.9341
svd_thin	256x256	f64	c	4	13.36	13.24	0.9916	14.96	1.117	12.48	0.9345
svd_thin	512x512	f64	c	4	55.57	55.58	1.000	96.47	1.732	61.63	1.109
svd_thin	128x128	f64	c	8	2.777	2.821	1.016	3.086	1.112	2.525	0.9093
svd_thin	256x256	f64	c	8	13.30	13.27	0.9973	14.73	1.115	11.48	0.8632
svd_thin	512x512	f64	c	8	50.97	52.81	1.036	91.19	1.794	48.19	0.9456
svd_thin	128x128	f64	f	1	3.685	3.665	0.9946	2.998	0.8144	3.302	0.8962
svd_thin	256x256	f64	f	1	18.48	18.35	0.993	17.08	0.929	17.81	0.9636
svd_thin	512x512	f64	f	1	105.0	105.3	1.002	116.9	1.117	115.5	1.099
svd_thin	128x128	f64	f	4	2.801	2.776	0.9913	2.974	1.071	2.603	0.9293
svd_thin	256x256	f64	f	4	13.27	13.09	0.9867	14.33	1.063	12.42	0.9359
svd_thin	512x512	f64	f	4	54.69	54.64	0.9991	89.25	1.627	58.27	1.065
svd_thin	128x128	f64	f	8	2.757	2.802	1.016	2.969	1.080	2.503	0.9077
svd_thin	256x256	f64	f	8	13.17	13.18	1.000	14.22	1.079	11.48	0.8717
svd_thin	512x512	f64	f	8	50.00	51.49	1.030	84.75	1.686	49.41	0.9882
svd_values	128x128	c64	c	1	3.466	3.462	0.9989	2.296	0.6609	2.751	0.7938
svd_values	256x256	c64	c	1	19.33	19.35	1.001	16.17	0.838	18.14	0.9382
svd_values	512x512	c64	c	1	111.0	110.3	0.9939	99.64	0.9006	122.8	1.107
svd_values	128x128	c64	c	4	2.886	2.972	1.030	2.478	0.8589	2.048	0.7096
svd_values	256x256	c64	c	4	13.13	16.39	1.248	12.13	0.9138	11.00	0.838
svd_values	512x512	c64	c	4	54.41	57.53	1.057	54.21	0.991	55.84	1.026
svd_values	128x128	c64	c	8	2.935	2.976	1.014	2.585	0.8876	1.907	0.6496
svd_values	256x256	c64	c	8	12.87	16.57	1.288	11.87	0.9206	9.610	0.7466
svd_values	512x512	c64	c	8	47.57	51.44	1.081	48.18	1.006	42.86	0.901
svd_values	128x128	c64	f	1	3.445	3.448	1.001	2.226	0.6444	2.707	0.7859
svd_values	256x256	c64	f	1	19.02	19.02	1.000	15.70	0.8268	17.90	0.9415
svd_values	512x512	c64	f	1	109.9	109.7	0.9982	99.36	0.9072	151.9	1.382
svd_values	128x128	c64	f	4	2.851	2.930	1.028	2.398	0.8371	2.012	0.7058
svd_values	256x256	c64	f	4	12.93	15.98	1.236	11.62	0.8923	10.98	0.8497
svd_values	512x512	c64	f	4	53.53	56.70	1.059	51.91	0.9692	63.92	1.194
svd_values	128x128	c64	f	8	2.900	2.948	1.017	2.496	0.869	1.898	0.6545
svd_values	256x256	c64	f	8	12.66	15.89	1.255	11.52	0.9082	9.634	0.7611
svd_values	512x512	c64	f	8	46.66	50.36	1.079	46.05	0.9802	42.74	0.916
svd_values	128x128	f64	c	1	2.685	2.687	1.001	1.348	0.502	1.198	0.4461
svd_values	256x256	f64	c	1	12.48	12.42	0.995	7.953	0.6336	6.940	0.5562
svd_values	512x512	f64	c	1	65.98	65.93	0.9993	56.23	0.8482	47.91	0.7262
svd_values	128x128	f64	c	4	2.172	2.177	1.003	1.394	0.6408	1.140	0.525
svd_values	256x256	f64	c	4	10.58	10.42	0.9843	7.543	0.7099	6.117	0.578
svd_values	512x512	f64	c	4	41.77	41.65	0.9973	50.06	1.193	25.67	0.6145
svd_values	128x128	f64	c	8	2.178	2.181	1.002	1.402	0.6462	1.127	0.5177
svd_values	256x256	f64	c	8	10.65	10.46	0.9817	7.580	0.7073	5.994	0.5626
svd_values	512x512	f64	c	8	40.54	40.35	0.9952	48.86	1.211	22.35	0.5512
svd_values	128x128	f64	f	1	2.612	2.612	1.000	1.285	0.4918	1.161	0.4444
svd_values	256x256	f64	f	1	12.29	12.26	0.9977	7.683	0.6229	6.926	0.5636
svd_values	512x512	f64	f	1	65.02	64.88	0.9979	53.30	0.8163	47.17	0.7255
svd_values	128x128	f64	f	4	2.109	2.114	1.003	1.344	0.6328	1.123	0.5324
svd_values	256x256	f64	f	4	10.37	10.31	0.9935	7.356	0.7064	6.098	0.5878
svd_values	512x512	f64	f	4	40.84	40.80	0.9991	47.77	1.168	25.67	0.6286
svd_values	128x128	f64	f	8	2.117	2.118	1.001	1.346	0.64	1.133	0.5352
svd_values	256x256	f64	f	8	10.57	10.35	0.9792	7.330	0.6954	6.026	0.5702
svd_values	512x512	f64	f	8	39.61	39.31	0.9925	48.10	1.225	22.39	0.5652
triangular_solve	128x128	c64	c	1	0.007574	0.007544	0.996	-	-	-	-
triangular_solve	256x256	c64	c	1	0.02439	0.02423	0.9934	-	-	-	-
triangular_solve	512x512	c64	c	1	0.086	0.08437	0.981	-	-	-	-
triangular_solve	128x128	c64	c	4	0.007984	0.007564	0.9474	-	-	-	-
triangular_solve	256x256	c64	c	4	0.02492	0.02366	0.9497	-	-	-	-
triangular_solve	512x512	c64	c	4	0.06198	0.05866	0.9463	-	-	-	-
triangular_solve	128x128	c64	c	8	0.008105	0.007534	0.9295	-	-	-	-
triangular_solve	256x256	c64	c	8	0.02508	0.02377	0.9481	-	-	-	-
triangular_solve	512x512	c64	c	8	0.06175	0.05722	0.9266	-	-	-	-
triangular_solve	128x128	c64	f	1	0.007173	0.007103	0.9902	-	-	-	-
triangular_solve	256x256	c64	f	1	0.02591	0.02543	0.9814	-	-	-	-
triangular_solve	512x512	c64	f	1	0.0821	0.08172	0.9954	-	-	-	-
triangular_solve	128x128	c64	f	4	0.007364	0.007174	0.9742	-	-	-	-
triangular_solve	256x256	c64	f	4	0.02488	0.0247	0.9928	-	-	-	-
triangular_solve	512x512	c64	f	4	0.06148	0.06047	0.9835	-	-	-	-
triangular_solve	128x128	c64	f	8	0.007935	0.007804	0.9835	-	-	-	-
triangular_solve	256x256	c64	f	8	0.02451	0.0243	0.9914	-	-	-	-
triangular_solve	512x512	c64	f	8	0.06291	0.0615	0.9777	-	-	-	-
triangular_solve	128x128	f64	c	1	0.004308	0.004058	0.942	-	-	-	-
triangular_solve	256x256	f64	c	1	0.0111	0.01094	0.9855	-	-	-	-
triangular_solve	512x512	f64	c	1	0.03744	0.03679	0.9826	-	-	-	-
triangular_solve	128x128	f64	c	4	0.004549	0.004238	0.9316	-	-	-	-
triangular_solve	256x256	f64	c	4	0.01299	0.01227	0.9445	-	-	-	-
triangular_solve	512x512	f64	c	4	0.02956	0.029	0.9814	-	-	-	-
triangular_solve	128x128	f64	c	8	0.004518	0.004238	0.938	-	-	-	-
triangular_solve	256x256	f64	c	8	0.0118	0.01149	0.9736	-	-	-	-
triangular_solve	512x512	f64	c	8	0.03206	0.03085	0.9622	-	-	-	-
triangular_solve	128x128	f64	f	1	0.004548	0.00506	1.113	-	-	-	-
triangular_solve	256x256	f64	f	1	0.013	0.01296	0.9968	-	-	-	-
triangular_solve	512x512	f64	f	1	0.04079	0.04267	1.046	-	-	-	-
triangular_solve	128x128	f64	f	4	0.00512	0.004889	0.9549	-	-	-	-
triangular_solve	256x256	f64	f	4	0.01307	0.01365	1.044	-	-	-	-
triangular_solve	512x512	f64	f	4	0.03656	0.03585	0.9805	-	-	-	-
triangular_solve	128x128	f64	f	8	0.005661	0.004929	0.8707	-	-	-	-
triangular_solve	256x256	f64	f	8	0.01309	0.01285	0.9817	-	-	-	-
triangular_solve	512x512	f64	f	8	0.03729	0.03604	0.9664	-	-	-	-

linalg-small

family	shape	dtype	order	threads	fork (ms)	upstream (ms)	upstream/fork	OpenBLAS (ms)	OpenBLAS/fork	MKL (ms)	MKL/fork
cholesky	32x32	c64	c	1	0.004909	0.00514	1.047	0.006573	1.304	0.008747	1.782
cholesky	64x64	c64	c	1	0.03	0.03029	1.010	0.03934	1.319	0.05153	1.718
cholesky	96x96	c64	c	1	0.0844	0.08449	1.001	0.09551	1.125	0.1383	1.639
cholesky	32x32	c64	c	4	0.00507	0.00517	1.020	0.006532	1.330	0.008787	1.733
cholesky	64x64	c64	c	4	0.02991	0.03034	1.014	0.03887	1.320	0.05147	1.721
cholesky	96x96	c64	c	4	1.540	0.08729	0.05667	0.09429	1.076	0.1379	0.08951
cholesky	32x32	c64	c	8	0.0051	0.005189	1.017	0.006522	1.315	0.008886	1.742
cholesky	64x64	c64	c	8	0.03002	0.02964	0.9873	0.04737	1.616	0.05257	1.751
cholesky	96x96	c64	c	8	0.08813	0.08832	1.002	0.0996	1.121	0.1411	1.601
cholesky	32x32	c64	f	1	0.004929	0.005169	1.049	0.005861	1.170	0.007875	1.598
cholesky	64x64	c64	f	1	0.02953	0.03011	1.019	0.03148	1.067	0.0432	1.463
cholesky	96x96	c64	f	1	0.08384	0.08307	0.9909	0.08661	1.032	0.1246	1.486
cholesky	32x32	c64	f	4	0.004999	0.00531	1.062	0.005791	1.180	0.008055	1.611
cholesky	64x64	c64	f	4	0.02952	0.03002	1.017	0.03244	1.096	0.04328	1.466
cholesky	96x96	c64	f	4	0.08715	0.08667	0.9945	0.08726	1.010	0.1246	1.430
cholesky	32x32	c64	f	8	0.005029	0.005189	1.032	0.005801	1.140	0.008165	1.624
cholesky	64x64	c64	f	8	0.02957	0.02938	0.9939	0.03662	1.263	0.0441	1.492
cholesky	96x96	c64	f	8	0.08692	0.08656	0.9959	0.09464	1.085	0.1252	1.441
cholesky	32x32	f64	c	1	0.003487	0.003536	1.014	0.003987	1.271	0.004228	1.213
cholesky	64x64	f64	c	1	0.01312	0.01698	1.294	0.01792	1.217	0.01696	1.292
cholesky	96x96	f64	c	1	0.02893	0.03335	1.153	0.0431	1.394	0.04838	1.672
cholesky	32x32	f64	c	4	0.003476	0.003316	0.954	0.004018	1.159	0.004158	1.196
cholesky	64x64	f64	c	4	0.01654	0.01498	0.9055	0.01834	1.226	0.01701	1.028
cholesky	96x96	f64	c	4	0.03582	0.03638	1.016	0.04323	1.270	0.04791	1.338
cholesky	32x32	f64	c	8	0.003416	0.003496	1.023	0.004158	1.189	0.004118	1.206
cholesky	64x64	f64	c	8	0.01664	0.01707	1.026	0.0179	1.192	0.01681	1.010
cholesky	96x96	f64	c	8	0.03689	0.0402	1.090	0.04318	1.234	0.04816	1.306
cholesky	32x32	f64	f	1	0.003407	0.003396	0.9968	0.003356	1.109	0.003396	0.9968
cholesky	64x64	f64	f	1	0.0128	0.01672	1.306	0.01534	1.068	0.01412	1.102
cholesky	96x96	f64	f	1	0.028	0.03248	1.160	0.03713	1.234	0.03829	1.367
cholesky	32x32	f64	f	4	0.003356	0.003086	0.9195	0.003356	1.105	0.003366	1.003
cholesky	64x64	f64	f	4	0.0162	0.01442	0.8899	0.01523	1.043	0.01413	0.872
cholesky	96x96	f64	f	4	0.03294	0.03529	1.071	0.03697	1.132	0.03765	1.143
cholesky	32x32	f64	f	8	0.003306	0.003336	1.009	0.003556	1.056	0.003447	1.043
cholesky	64x64	f64	f	8	0.01628	0.01651	1.014	0.01512	1.031	0.01425	0.8751
cholesky	96x96	f64	f	8	0.0349	0.03856	1.105	0.03682	1.085	0.03803	1.090
eigh	32x32	c64	c	1	0.1414	0.1413	0.9996	0.1513	1.071	0.1506	1.065
eigh	64x64	c64	c	1	0.6486	0.6469	0.9974	0.657	1.012	0.8092	1.248
eigh	96x96	c64	c	1	1.616	1.611	0.9969	1.635	1.013	2.030	1.256
eigh	32x32	c64	c	4	0.1414	0.1406	0.994	0.1381	0.9746	0.1555	1.100
eigh	64x64	c64	c	4	0.5914	0.6165	1.042	0.5703	0.9613	0.5667	0.9583
eigh	96x96	c64	c	4	1.398	1.437	1.028	1.612	1.148	1.153	0.8245
eigh	32x32	c64	c	8	0.141	0.1404	0.9957	0.1357	0.9533	0.1562	1.107
eigh	64x64	c64	c	8	0.5769	0.6174	1.070	0.5607	0.975	0.5361	0.9293
eigh	96x96	c64	c	8	1.365	1.441	1.055	1.639	1.193	1.032	0.7557
eigh	32x32	c64	f	1	0.141	0.1405	0.9968	0.1502	1.066	0.1481	1.051
eigh	64x64	c64	f	1	0.6472	0.6478	1.001	0.651	1.005	0.7995	1.235
eigh	96x96	c64	f	1	1.611	1.610	0.9992	1.619	1.004	2.001	1.242
eigh	32x32	c64	f	4	0.1415	0.1406	0.9936	0.1368	0.9683	0.1538	1.087
eigh	64x64	c64	f	4	0.5911	0.6158	1.042	0.564	0.9498	0.5556	0.9399
eigh	96x96	c64	f	4	1.403	1.437	1.024	1.597	1.135	1.137	0.8103
eigh	32x32	c64	f	8	0.1412	0.141	0.9987	0.1349	0.9469	0.1542	1.092
eigh	64x64	c64	f	8	0.5755	0.6152	1.069	0.5559	0.9625	0.5246	0.9116
eigh	96x96	c64	f	8	1.367	1.438	1.052	1.636	1.193	1.014	0.7421
eigh	32x32	f64	c	1	0.1132	0.1132	0.9995	0.1208	1.076	0.1003	0.8863
eigh	64x64	f64	c	1	0.4843	0.4846	1.001	0.4314	0.8966	0.394	0.8134
eigh	96x96	f64	c	1	1.160	1.155	0.996	0.9427	0.8172	0.9082	0.7832
eigh	32x32	f64	c	4	0.1125	0.113	1.005	0.1034	0.9213	0.1052	0.9348
eigh	64x64	f64	c	4	0.485	0.4798	0.9893	0.3524	0.7269	0.2716	0.5599
eigh	96x96	f64	c	4	1.141	1.126	0.9869	0.758	0.6683	0.5912	0.518
eigh	32x32	f64	c	8	0.1146	0.1132	0.9876	0.1022	0.9079	0.106	0.9249
eigh	64x64	f64	c	8	0.4875	0.4824	0.9894	0.346	0.7182	0.2631	0.5397
eigh	96x96	f64	c	8	1.134	1.134	0.9997	0.737	0.6528	0.5727	0.505
eigh	32x32	f64	f	1	0.1135	0.1132	0.9978	0.1191	1.063	0.09874	0.8704
eigh	64x64	f64	f	1	0.4845	0.4835	0.998	0.4267	0.8874	0.3871	0.799
eigh	96x96	f64	f	1	1.157	1.154	0.9969	0.9323	0.8065	0.8844	0.7641
eigh	32x32	f64	f	4	0.1131	0.1132	1.001	0.1026	0.9116	0.1037	0.9172
eigh	64x64	f64	f	4	0.4841	0.4803	0.9923	0.3503	0.7215	0.2654	0.5482
eigh	96x96	f64	f	4	1.143	1.131	0.99	0.7487	0.6609	0.5781	0.5059
eigh	32x32	f64	f	8	0.1142	0.1142	0.9998	0.1011	0.8994	0.1047	0.9168
eigh	64x64	f64	f	8	0.488	0.481	0.9857	0.3424	0.7046	0.2564	0.5255
eigh	96x96	f64	f	8	1.134	1.137	1.003	0.7302	0.644	0.5619	0.4955
full_piv_lu	32x32	c64	c	1	0.01787	0.0159	0.8896	-	-	-	-
full_piv_lu	64x64	c64	c	1	0.09882	0.0918	0.9289	-	-	-	-
full_piv_lu	96x96	c64	c	1	0.2834	0.2664	0.94	-	-	-	-
full_piv_lu	32x32	c64	c	4	0.01781	0.01573	0.883	-	-	-	-
full_piv_lu	64x64	c64	c	4	0.09804	0.0912	0.9302	-	-	-	-
full_piv_lu	96x96	c64	c	4	0.2822	0.2658	0.9417	-	-	-	-
full_piv_lu	32x32	c64	c	8	0.0182	0.01556	0.8547	-	-	-	-
full_piv_lu	64x64	c64	c	8	0.09919	0.09252	0.9327	-	-	-	-
full_piv_lu	96x96	c64	c	8	0.282	0.2661	0.9436	-	-	-	-
full_piv_lu	32x32	c64	f	1	0.01607	0.01566	0.9744	-	-	-	-
full_piv_lu	64x64	c64	f	1	0.09219	0.09019	0.9783	-	-	-	-
full_piv_lu	96x96	c64	f	1	0.2666	0.2648	0.9932	-	-	-	-
full_piv_lu	32x32	c64	f	4	0.01597	0.0156	0.9768	-	-	-	-
full_piv_lu	64x64	c64	f	4	0.09069	0.08958	0.9877	-	-	-	-
full_piv_lu	96x96	c64	f	4	0.2659	0.2634	0.9905	-	-	-	-
full_piv_lu	32x32	c64	f	8	0.01603	0.01552	0.9681	-	-	-	-
full_piv_lu	64x64	c64	f	8	0.0915	0.08983	0.9817	-	-	-	-
full_piv_lu	96x96	c64	f	8	0.2661	0.2638	0.9912	-	-	-	-
full_piv_lu	32x32	f64	c	1	0.01168	0.01168	1.000	-	-	-	-
full_piv_lu	64x64	f64	c	1	0.0511	0.04756	0.9308	-	-	-	-
full_piv_lu	96x96	f64	c	1	0.1465	0.1353	0.9233	-	-	-	-
full_piv_lu	32x32	f64	c	4	0.0118	0.01012	0.8573	-	-	-	-
full_piv_lu	64x64	f64	c	4	0.05117	0.04643	0.9072	-	-	-	-
full_piv_lu	96x96	f64	c	4	0.1433	0.1331	0.9289	-	-	-	-
full_piv_lu	32x32	f64	c	8	0.01156	0.01062	0.9185	-	-	-	-
full_piv_lu	64x64	f64	c	8	0.05077	0.04749	0.9353	-	-	-	-
full_piv_lu	96x96	f64	c	8	0.1432	0.134	0.9358	-	-	-	-
full_piv_lu	32x32	f64	f	1	0.01031	0.01074	1.042	-	-	-	-
full_piv_lu	64x64	f64	f	1	0.04625	0.04577	0.9896	-	-	-	-
full_piv_lu	96x96	f64	f	1	0.1321	0.1327	1.005	-	-	-	-
full_piv_lu	32x32	f64	f	4	0.01071	0.0104	0.971	-	-	-	-
full_piv_lu	64x64	f64	f	4	0.04629	0.04535	0.9799	-	-	-	-
full_piv_lu	96x96	f64	f	4	0.1278	0.1279	1.001	-	-	-	-
full_piv_lu	32x32	f64	f	8	0.009899	0.01064	1.075	-	-	-	-
full_piv_lu	64x64	f64	f	8	0.0461	0.04512	0.9789	-	-	-	-
full_piv_lu	96x96	f64	f	8	0.1316	0.1325	1.007	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	c64	c	1	0.02828	0.02788	0.9858	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	c64	c	1	0.02818	0.02798	0.9929	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	c64	c	1	0.1594	0.1588	0.9962	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	c64	c	1	0.1604	0.1601	0.998	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	c64	c	1	0.4674	0.4696	1.005	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	c64	c	1	0.4701	0.471	1.002	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	c64	c	4	0.01478	0.02791	1.889	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	c64	c	4	0.01462	0.02809	1.922	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	c64	c	4	0.06117	0.06093	0.9961	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	c64	c	4	0.06125	0.06137	1.002	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	c64	c	4	0.152	0.1506	0.991	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	c64	c	4	0.1519	0.15	0.9877	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	c64	c	8	0.0114	0.02809	2.464	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	c64	c	8	0.01164	0.02801	2.406	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	c64	c	8	0.03669	0.06038	1.646	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	c64	c	8	0.03793	0.06062	1.598	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	c64	c	8	0.08684	0.1498	1.725	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	c64	c	8	0.08494	0.1506	1.773	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	c64	f	1	0.02825	0.02792	0.9882	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	c64	f	1	0.0282	0.02791	0.9897	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	c64	f	1	0.158	0.1578	0.9987	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	c64	f	1	0.1587	0.1584	0.998	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	c64	f	1	0.461	0.4633	1.005	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	c64	f	1	0.4623	0.4614	0.9982	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	c64	f	4	0.01519	0.02805	1.847	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	c64	f	4	0.01535	0.02803	1.826	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	c64	f	4	0.06091	0.06078	0.9979	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	c64	f	4	0.06054	0.06058	1.001	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	c64	f	4	0.149	0.1473	0.9884	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	c64	f	4	0.1496	0.1486	0.9937	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	c64	f	8	0.01144	0.02791	2.440	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	c64	f	8	0.01145	0.02794	2.440	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	c64	f	8	0.03778	0.06015	1.592	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	c64	f	8	0.03804	0.0606	1.593	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	c64	f	8	0.08578	0.1484	1.730	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	c64	f	8	0.08591	0.148	1.723	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	f64	c	1	0.008456	0.008065	0.9538	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	f64	c	1	0.008466	0.008135	0.9609	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	f64	c	1	0.0409	0.04028	0.985	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	f64	c	1	0.04187	0.04068	0.9715	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	f64	c	1	0.1223	0.1204	0.9841	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	f64	c	1	0.1228	0.1204	0.9811	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	f64	c	4	0.008476	0.008396	0.9906	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	f64	c	4	0.008436	0.008346	0.9893	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	f64	c	4	0.01915	0.01884	0.9833	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	f64	c	4	0.02037	0.02016	0.9896	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	f64	c	4	0.04627	0.0437	0.9446	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	f64	c	4	0.04603	0.04534	0.9852	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	f64	c	8	0.008365	0.008406	1.005	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	f64	c	8	0.008395	0.008435	1.005	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	f64	c	8	0.01672	0.02038	1.219	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	f64	c	8	0.01634	0.01977	1.210	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	f64	c	8	0.03227	0.05683	1.761	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	f64	c	8	0.03264	0.05793	1.775	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	f64	f	1	0.008435	0.008266	0.98	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	f64	f	1	0.008656	0.008405	0.971	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	f64	f	1	0.04075	0.04004	0.9828	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	f64	f	1	0.04191	0.0404	0.9639	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	f64	f	1	0.1242	0.1232	0.9913	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	f64	f	1	0.1243	0.1226	0.986	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	f64	f	4	0.008435	0.008396	0.9954	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	f64	f	4	0.008546	0.008446	0.9883	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	f64	f	4	0.02021	0.01927	0.9534	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	f64	f	4	0.0193	0.01889	0.9792	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	f64	f	4	0.04422	0.04379	0.9903	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	f64	f	4	0.04419	0.04402	0.9962	-	-	-	-
householder_apply	32x32 block(basis=32,target=32)	f64	f	8	0.008416	0.008375	0.9951	-	-	-	-
householder_apply	32x32 sequence(basis=32,target=32)	f64	f	8	0.008396	0.008426	1.004	-	-	-	-
householder_apply	64x64 block(basis=64,target=64)	f64	f	8	0.01477	0.019	1.286	-	-	-	-
householder_apply	64x64 sequence(basis=64,target=64)	f64	f	8	0.01523	0.01919	1.260	-	-	-	-
householder_apply	96x96 block(basis=96,target=96)	f64	f	8	0.03026	0.05568	1.840	-	-	-	-
householder_apply	96x96 sequence(basis=96,target=96)	f64	f	8	0.03012	0.05516	1.832	-	-	-	-
lu	32x32	c64	c	1	0.01378	0.01137	0.8255	0.0139	1.001	0.01981	1.438
lu	64x64	c64	c	1	0.05952	0.05307	0.8916	0.06808	1.154	0.09673	1.625
lu	96x96	c64	c	1	0.1553	0.1392	0.896	0.1818	1.184	0.2586	1.665
lu	32x32	c64	c	4	0.01396	0.01152	0.8255	0.01371	1.003	0.01998	1.431
lu	64x64	c64	c	4	0.06023	0.05325	0.8841	0.0672	1.138	0.09569	1.589
lu	96x96	c64	c	4	0.1552	0.1399	0.9017	0.1789	1.174	0.244	1.573
lu	32x32	c64	c	8	0.01406	0.01156	0.8226	0.01385	1.017	0.01982	1.410
lu	64x64	c64	c	8	0.06035	0.05315	0.8806	0.06679	1.134	0.09628	1.595
lu	96x96	c64	c	8	0.1524	0.1398	0.917	0.181	1.167	0.2449	1.607
lu	32x32	c64	f	1	0.01188	0.01149	0.9671	0.01269	1.063	0.01746	1.470
lu	64x64	c64	f	1	0.05276	0.05144	0.9751	0.06007	1.139	0.08586	1.627
lu	96x96	c64	f	1	0.1395	0.1413	1.013	0.1637	1.174	0.2256	1.617
lu	32x32	c64	f	4	0.01199	0.01157	0.965	0.01269	1.039	0.01756	1.464
lu	64x64	c64	f	4	0.05303	0.05151	0.9714	0.06004	1.134	0.08549	1.612
lu	96x96	c64	f	4	0.1362	0.1358	0.9975	0.1638	1.204	0.2247	1.650
lu	32x32	c64	f	8	0.01213	0.01141	0.9406	0.01268	1.055	0.01739	1.434
lu	64x64	c64	f	8	0.05315	0.05119	0.9633	0.0599	1.136	0.08539	1.607
lu	96x96	c64	f	8	0.1386	0.1365	0.9843	0.1641	1.161	0.2244	1.618
lu	32x32	f64	c	1	0.008746	0.007414	0.8477	0.009628	1.079	0.01218	1.393
lu	64x64	f64	c	1	0.03138	0.02721	0.8672	0.03746	1.164	0.04291	1.368
lu	96x96	f64	c	1	0.07626	0.06625	0.8688	0.09472	1.194	0.1092	1.432
lu	32x32	f64	c	4	0.008596	0.007233	0.8414	0.009377	1.053	0.0121	1.408
lu	64x64	f64	c	4	0.03143	0.03095	0.9847	0.03706	1.145	0.04294	1.366
lu	96x96	f64	c	4	0.07581	0.07225	0.9531	0.09444	1.213	0.09244	1.219
lu	32x32	f64	c	8	0.008726	0.007234	0.829	0.009297	1.043	0.01217	1.395
lu	64x64	f64	c	8	0.03183	0.03121	0.9805	0.0371	1.163	0.04248	1.335
lu	96x96	f64	c	8	0.07572	0.07365	0.9726	0.09504	1.223	0.09006	1.189
lu	32x32	f64	f	1	0.007303	0.007323	1.003	0.008356	1.160	0.009708	1.329
lu	64x64	f64	f	1	0.02622	0.0265	1.011	0.03271	1.262	0.03348	1.277
lu	96x96	f64	f	1	0.06387	0.0638	0.9989	0.07658	1.184	0.07442	1.165
lu	32x32	f64	f	4	0.007123	0.007023	0.986	0.008336	1.156	0.009638	1.353
lu	64x64	f64	f	4	0.02631	0.02986	1.135	0.03309	1.274	0.03357	1.276
lu	96x96	f64	f	4	0.06323	0.07177	1.135	0.07669	1.216	0.07361	1.164
lu	32x32	f64	f	8	0.007244	0.007123	0.9833	0.008295	1.166	0.009598	1.325
lu	64x64	f64	f	8	0.02662	0.03046	1.144	0.03323	1.298	0.03334	1.253
lu	96x96	f64	f	8	0.06411	0.07142	1.114	0.07715	1.229	0.07381	1.151
qr	32x32	c64	c	1	0.06961	0.0686	0.9855	0.05403	0.786	0.2089	3.001
qr	64x64	c64	c	1	0.319	0.3126	0.9798	0.2645	0.8326	0.3389	1.062
qr	96x96	c64	c	1	0.7813	0.7662	0.9806	0.7344	0.9434	0.9978	1.277
qr	32x32	c64	c	4	0.07092	0.08211	1.158	0.05322	0.7589	0.05333	0.7519
qr	64x64	c64	c	4	0.2356	0.3191	1.354	0.2606	1.108	0.3052	1.295
qr	96x96	c64	c	4	0.472	0.6134	1.300	0.9217	1.943	0.7679	1.627
qr	32x32	c64	c	8	0.0708	0.08975	1.268	0.05382	0.7665	0.05331	0.7529
qr	64x64	c64	c	8	0.2282	0.3564	1.562	0.2642	1.153	0.2834	1.242
qr	96x96	c64	c	8	0.4268	0.6853	1.606	0.9808	2.301	0.704	1.649
qr	32x32	c64	f	1	0.06792	0.06805	1.002	0.05162	0.7639	0.04835	0.7119
qr	64x64	c64	f	1	0.3111	0.3101	0.997	0.247	0.7906	0.3184	1.024
qr	96x96	c64	f	1	0.7643	0.7626	0.9978	0.7033	0.9207	0.9319	1.219
qr	32x32	c64	f	4	0.0688	0.0818	1.189	0.05141	0.7504	0.0482	0.7006
qr	64x64	c64	f	4	0.2279	0.3179	1.395	0.2501	1.095	0.2879	1.263
qr	96x96	c64	f	4	0.4562	0.6076	1.332	0.8943	1.949	0.7363	1.614
qr	32x32	c64	f	8	0.06822	0.08876	1.301	0.0519	0.7548	0.04836	0.7089
qr	64x64	c64	f	8	0.2215	0.3573	1.613	0.2515	1.135	0.2632	1.189
qr	96x96	c64	f	8	0.4119	0.687	1.668	0.954	2.314	0.67	1.627
qr	32x32	f64	c	1	0.03366	0.03272	0.972	0.03193	0.9782	0.08484	2.520
qr	64x64	f64	c	1	0.1231	0.1187	0.9646	0.1275	1.040	0.1339	1.088
qr	96x96	f64	c	1	0.3067	0.2998	0.9777	0.3651	1.182	0.4018	1.310
qr	32x32	f64	c	4	0.0345	0.04584	1.328	0.03234	0.9639	0.02668	0.7732
qr	64x64	f64	c	4	0.125	0.1832	1.465	0.1257	1.007	0.145	1.160
qr	96x96	f64	c	4	0.2854	0.3894	1.364	0.3721	1.308	0.3539	1.240
qr	32x32	f64	c	8	0.03434	0.05503	1.602	0.03213	0.9709	0.02626	0.7646
qr	64x64	f64	c	8	0.1252	0.2312	1.847	0.128	1.039	0.1574	1.257
qr	96x96	f64	c	8	0.278	0.4805	1.728	0.3698	1.339	0.3467	1.247
qr	32x32	f64	f	1	0.03197	0.03226	1.009	0.02986	0.9729	0.02148	0.6719
qr	64x64	f64	f	1	0.1169	0.1162	0.994	0.1203	1.050	0.1153	0.9863
qr	96x96	f64	f	1	0.2919	0.2886	0.9887	0.3414	1.178	0.3414	1.170
qr	32x32	f64	f	4	0.03269	0.04534	1.387	0.02961	0.9426	0.02173	0.6647
qr	64x64	f64	f	4	0.1182	0.1841	1.557	0.1185	1.016	0.1292	1.093
qr	96x96	f64	f	4	0.2709	0.3626	1.338	0.3416	1.278	0.3133	1.156
qr	32x32	f64	f	8	0.03277	0.05305	1.619	0.03008	0.9588	0.02156	0.6579
qr	64x64	f64	f	8	0.118	0.2251	1.908	0.1183	1.024	0.1385	1.174
qr	96x96	f64	f	8	0.2638	0.4682	1.775	0.3458	1.317	0.3151	1.195
qr_factor	32x32	c64	c	1	0.04049	0.04596	1.135	0.03017	0.7444	0.02871	0.7092
qr_factor	64x64	c64	c	1	0.1785	0.236	1.322	0.1377	0.7814	0.166	0.9302
qr_factor	96x96	c64	c	1	0.4269	0.5294	1.240	0.3748	0.8802	0.5151	1.207
qr_factor	32x32	c64	c	4	0.04091	0.05999	1.467	0.0299	0.7287	0.02858	0.6987
qr_factor	64x64	c64	c	4	0.1579	0.2863	1.813	0.1388	0.8868	0.1628	1.031
qr_factor	96x96	c64	c	4	0.3223	0.5704	1.770	0.4721	1.458	0.4957	1.538
qr_factor	32x32	c64	c	8	0.04074	0.06742	1.655	0.02978	0.7284	0.02866	0.7036
qr_factor	64x64	c64	c	8	0.1589	0.3184	2.004	0.1369	0.8692	0.164	1.032
qr_factor	96x96	c64	c	8	0.3147	0.6182	1.965	0.4989	1.601	0.4963	1.577
qr_factor	32x32	c64	f	1	0.03386	0.03372	0.9959	0.02893	0.8675	0.02605	0.7692
qr_factor	64x64	c64	f	1	0.1607	0.1608	1.001	0.1288	0.7946	0.7556	4.703
qr_factor	96x96	c64	f	1	0.3907	0.3913	1.002	0.3577	0.915	2.440	6.245
qr_factor	32x32	c64	f	4	0.03425	0.0476	1.390	0.02868	0.8332	0.026	0.759
qr_factor	64x64	c64	f	4	0.1393	0.2084	1.496	0.1299	0.9373	0.1551	1.114
qr_factor	96x96	c64	f	4	0.2799	0.423	1.511	0.453	1.603	0.4797	1.713
qr_factor	32x32	c64	f	8	0.03377	0.05491	1.626	0.02876	0.8375	0.02642	0.7823
qr_factor	64x64	c64	f	8	0.138	0.241	1.746	0.131	0.9546	0.1552	1.125
qr_factor	96x96	c64	f	8	0.2679	0.4839	1.806	0.4857	1.781	0.4829	1.803
qr_factor	32x32	f64	c	1	0.02438	0.02841	1.166	0.01705	0.7246	0.0141	0.5783
qr_factor	64x64	f64	c	1	0.08941	0.1314	1.469	0.06464	0.7227	0.06731	0.7529
qr_factor	96x96	f64	c	1	0.1945	0.2869	1.475	0.1811	0.92	0.2049	1.054
qr_factor	32x32	f64	c	4	0.02474	0.04247	1.716	0.01691	0.699	0.01399	0.5652
qr_factor	64x64	f64	c	4	0.09224	0.2056	2.229	0.06512	0.7028	0.06714	0.7279
qr_factor	96x96	f64	c	4	0.1931	0.4259	2.206	0.183	0.9422	0.1884	0.976
qr_factor	32x32	f64	c	8	0.0248	0.0502	2.025	0.01762	0.7341	0.01405	0.5665
qr_factor	64x64	f64	c	8	0.09542	0.2416	2.532	0.06651	0.6961	0.06617	0.6935
qr_factor	96x96	f64	c	8	0.1927	0.4963	2.576	0.1864	0.9635	0.1845	0.9577
qr_factor	32x32	f64	f	1	0.01829	0.01819	0.9945	0.01655	0.9583	0.01153	0.6303
qr_factor	64x64	f64	f	1	0.07521	0.07541	1.003	0.06054	0.8274	0.2895	3.850
qr_factor	96x96	f64	f	1	0.165	0.1656	1.004	0.1715	1.053	0.9299	5.635
qr_factor	32x32	f64	f	4	0.01857	0.03135	1.689	0.01608	0.8936	0.01158	0.6238
qr_factor	64x64	f64	f	4	0.0768	0.1442	1.878	0.06107	0.8058	0.05821	0.7579
qr_factor	96x96	f64	f	4	0.1586	0.2855	1.800	0.1719	1.095	0.1762	1.111
qr_factor	32x32	f64	f	8	0.01848	0.03867	2.092	0.01646	0.9169	0.01142	0.6179
qr_factor	64x64	f64	f	8	0.07667	0.1864	2.431	0.06183	0.8237	0.05713	0.7451
qr_factor	96x96	f64	f	8	0.1578	0.3639	2.307	0.1732	1.114	0.1768	1.121
solve	32x32	c64	c	1	0.01511	0.01271	0.8415	0.01545	1.043	0.02024	1.339
solve	64x64	c64	c	1	0.06222	0.05522	0.8876	0.07189	1.181	0.09445	1.518
solve	96x96	c64	c	1	0.1607	0.1439	0.8955	0.1901	1.211	0.2525	1.571
solve	32x32	c64	c	4	0.01518	0.01282	0.8449	0.01525	1.013	0.02026	1.335
solve	64x64	c64	c	4	0.06273	0.05446	0.8682	0.07236	1.179	0.09363	1.493
solve	96x96	c64	c	4	0.1585	0.1403	0.8851	0.191	1.250	0.2368	1.494
solve	32x32	c64	c	8	0.01528	0.01292	0.8459	0.01574	1.049	0.02023	1.324
solve	64x64	c64	c	8	0.06283	0.05488	0.8735	0.07086	1.151	0.09269	1.475
solve	96x96	c64	c	8	0.1578	0.1437	0.9106	0.1878	1.196	0.2368	1.500
solve	32x32	c64	f	1	0.01302	0.01255	0.9638	0.01398	1.058	0.01724	1.324
solve	64x64	c64	f	1	0.05472	0.05322	0.9725	0.0647	1.190	0.08335	1.523
solve	96x96	c64	f	1	0.1455	0.1404	0.9644	0.1714	1.205	0.2197	1.510
solve	32x32	c64	f	4	0.01304	0.0126	0.9663	0.01408	1.068	0.01727	1.324
solve	64x64	c64	f	4	0.05473	0.05521	1.009	0.06494	1.188	0.08291	1.515
solve	96x96	c64	f	4	0.1407	0.1402	0.9964	0.172	1.212	0.2182	1.551
solve	32x32	c64	f	8	0.01313	0.01293	0.9848	0.01421	1.088	0.01726	1.314
solve	64x64	c64	f	8	0.05492	0.05371	0.9779	0.06423	1.170	0.08266	1.505
solve	96x96	c64	f	8	0.1421	0.1398	0.9838	0.1723	1.219	0.218	1.534
solve	32x32	f64	c	1	0.009949	0.008826	0.8871	0.009588	0.9447	0.01274	1.281
solve	64x64	f64	c	1	0.03271	0.02791	0.8533	0.03634	1.095	0.04301	1.315
solve	96x96	f64	c	1	0.07993	0.0682	0.8532	0.08752	1.066	0.1032	1.291
solve	32x32	f64	c	4	0.009879	0.008596	0.8701	0.009508	0.9205	0.01263	1.279
solve	64x64	f64	c	4	0.03168	0.03052	0.9633	0.03629	1.070	0.04317	1.363
solve	96x96	f64	c	4	0.07726	0.06635	0.8588	0.087	1.091	0.08738	1.131
solve	32x32	f64	c	8	0.01014	0.008746	0.8627	0.009518	0.9296	0.01265	1.248
solve	64x64	f64	c	8	0.03286	0.0318	0.9677	0.03645	1.087	0.04314	1.313
solve	96x96	f64	c	8	0.07808	0.0752	0.9632	0.08732	1.096	0.08684	1.112
solve	32x32	f64	f	1	0.008225	0.008336	1.013	0.008426	1.033	0.009698	1.179
solve	64x64	f64	f	1	0.02674	0.02656	0.9933	0.03231	1.226	0.03318	1.241
solve	96x96	f64	f	1	0.06784	0.06652	0.9807	0.07613	1.139	0.073	1.076
solve	32x32	f64	f	4	0.008025	0.007894	0.9837	0.008436	1.031	0.009928	1.237
solve	64x64	f64	f	4	0.02626	0.02922	1.113	0.03245	1.216	0.03334	1.270
solve	96x96	f64	f	4	0.06504	0.06386	0.9818	0.07667	1.174	0.07266	1.117
solve	32x32	f64	f	8	0.008275	0.007995	0.9662	0.008516	1.048	0.009779	1.182
solve	64x64	f64	f	8	0.02718	0.03015	1.109	0.0323	1.213	0.03325	1.223
solve	96x96	f64	f	8	0.06512	0.07432	1.141	0.07626	1.171	0.07306	1.122
svd_thin	32x32	c64	c	1	0.2345	0.2341	0.9981	0.227	0.9657	0.2532	1.080
svd_thin	64x64	c64	c	1	1.222	1.217	0.9957	0.9634	0.7881	1.341	1.097
svd_thin	96x96	c64	c	1	3.153	3.123	0.9906	2.743	0.8766	3.579	1.135
svd_thin	32x32	c64	c	4	0.2354	0.2332	0.9905	0.2263	0.9589	0.2609	1.108
svd_thin	64x64	c64	c	4	1.110	1.146	1.032	0.9624	0.8663	1.028	0.9255
svd_thin	96x96	c64	c	4	2.763	2.792	1.010	2.681	0.9664	2.521	0.9125
svd_thin	32x32	c64	c	8	0.236	0.2343	0.9927	0.2286	0.9702	0.2633	1.116
svd_thin	64x64	c64	c	8	1.084	1.150	1.061	0.9522	0.8722	0.9913	0.9144
svd_thin	96x96	c64	c	8	2.699	2.809	1.041	2.691	0.9931	2.339	0.8667
svd_thin	32x32	c64	f	1	0.2321	0.2306	0.9937	0.2244	0.9642	0.2486	1.071
svd_thin	64x64	c64	f	1	1.254	1.252	0.9983	0.9347	0.7463	1.312	1.046
svd_thin	96x96	c64	f	1	3.108	3.080	0.9911	2.501	0.8092	3.414	1.099
svd_thin	32x32	c64	f	4	0.2334	0.2313	0.991	0.225	0.9641	0.2567	1.100
svd_thin	64x64	c64	f	4	1.142	1.174	1.028	0.943	0.8264	1.008	0.8827
svd_thin	96x96	c64	f	4	2.717	2.747	1.011	2.446	0.8962	2.501	0.9207
svd_thin	32x32	c64	f	8	0.2323	0.2304	0.992	0.2262	0.9703	0.2584	1.113
svd_thin	64x64	c64	f	8	1.118	1.174	1.051	0.9463	0.8434	0.9727	0.8703
svd_thin	96x96	c64	f	8	2.656	2.767	1.042	2.544	0.9529	2.322	0.8743
svd_thin	32x32	f64	c	1	0.1876	0.1893	1.009	0.1825	1.000	0.1772	0.9445
svd_thin	64x64	f64	c	1	0.9157	0.914	0.9982	0.6735	0.7338	0.7341	0.8017
svd_thin	96x96	f64	c	1	2.229	2.215	0.9937	1.592	0.7185	1.780	0.7986
svd_thin	32x32	f64	c	4	0.1851	0.1868	1.009	0.1809	0.9829	0.1855	1.002
svd_thin	64x64	f64	c	4	0.9257	0.905	0.9777	0.6404	0.7005	0.7234	0.7814
svd_thin	96x96	f64	c	4	2.123	2.090	0.9845	1.577	0.7451	1.494	0.7039
svd_thin	32x32	f64	c	8	0.1846	0.1843	0.998	0.1826	0.9944	0.1871	1.013
svd_thin	64x64	f64	c	8	0.9157	0.9078	0.9913	0.6365	0.6972	0.6798	0.7424
svd_thin	96x96	f64	c	8	2.109	2.103	0.9976	1.574	0.7457	1.444	0.6847
svd_thin	32x32	f64	f	1	0.1889	0.1917	1.015	0.1758	0.9507	0.1677	0.8876
svd_thin	64x64	f64	f	1	0.9598	0.9572	0.9972	0.6324	0.659	0.6957	0.7248
svd_thin	96x96	f64	f	1	2.154	2.146	0.9964	1.470	0.6848	1.617	0.7507
svd_thin	32x32	f64	f	4	0.1876	0.1865	0.9942	0.176	0.9444	0.1759	0.9377
svd_thin	64x64	f64	f	4	0.9719	0.9487	0.9761	0.6153	0.6447	0.6702	0.6895
svd_thin	96x96	f64	f	4	2.116	2.090	0.9877	1.457	0.6877	1.465	0.6922
svd_thin	32x32	f64	f	8	0.1859	0.1845	0.9922	0.1763	0.9502	0.1785	0.96
svd_thin	64x64	f64	f	8	0.9593	0.9512	0.9915	0.6171	0.6448	0.6396	0.6667
svd_thin	96x96	f64	f	8	2.105	2.108	1.001	1.456	0.6916	1.415	0.6722
svd_values	32x32	c64	c	1	0.1613	0.1602	0.9935	0.1042	0.6461	0.3137	1.945
svd_values	64x64	c64	c	1	0.6528	0.6511	0.9974	0.4128	0.6351	0.4934	0.7559
svd_values	96x96	c64	c	1	1.506	1.506	1.000	1.025	0.6794	1.374	0.9124
svd_values	32x32	c64	c	4	0.1606	0.1601	0.9971	0.1038	0.6422	0.1018	0.6341
svd_values	64x64	c64	c	4	0.6485	0.6471	0.998	0.4074	0.6268	0.4887	0.7536
svd_values	96x96	c64	c	4	1.505	1.503	0.9987	1.288	0.8546	1.355	0.9006
svd_values	32x32	c64	c	8	0.1622	0.1611	0.9932	0.1027	0.6365	0.1022	0.6299
svd_values	64x64	c64	c	8	0.6485	0.6474	0.9984	0.4084	0.6284	0.4908	0.7569
svd_values	96x96	c64	c	8	1.507	1.497	0.9936	1.379	0.9156	1.355	0.8992
svd_values	32x32	c64	f	1	0.1592	0.1583	0.994	0.1036	0.6498	0.1002	0.6294
svd_values	64x64	c64	f	1	0.6274	0.6257	0.9974	0.4044	0.647	0.479	0.7635
svd_values	96x96	c64	f	1	1.480	1.484	1.002	1.004	0.6781	1.339	0.9047
svd_values	32x32	c64	f	4	0.1586	0.1579	0.9951	0.1028	0.6437	0.1001	0.6313
svd_values	64x64	c64	f	4	0.625	0.6206	0.9929	0.3996	0.6393	0.4781	0.7648
svd_values	96x96	c64	f	4	1.479	1.476	0.9978	1.268	0.857	1.335	0.9029
svd_values	32x32	c64	f	8	0.1602	0.1578	0.9854	0.103	0.6467	0.1001	0.6248
svd_values	64x64	c64	f	8	0.6247	0.6211	0.9942	0.4012	0.642	0.477	0.7635
svd_values	96x96	c64	f	8	1.476	1.466	0.9935	1.353	0.9144	1.333	0.9034
svd_values	32x32	f64	c	1	0.141	0.1404	0.9957	0.07838	0.5614	0.1387	0.9837
svd_values	64x64	f64	c	1	0.5176	0.5159	0.9967	0.2785	0.5406	0.2652	0.5124
svd_values	96x96	f64	c	1	1.184	1.179	0.9958	0.6637	0.5629	0.628	0.5306
svd_values	32x32	f64	c	4	0.1403	0.1404	1.001	0.07851	0.56	0.06441	0.4592
svd_values	64x64	f64	c	4	0.5176	0.5176	0.9999	0.2722	0.5257	0.269	0.5196
svd_values	96x96	f64	c	4	1.183	1.180	0.9976	0.6559	0.5563	0.615	0.5199
svd_values	32x32	f64	c	8	0.1402	0.1406	1.003	0.07788	0.5567	0.06432	0.4587
svd_values	64x64	f64	c	8	0.5238	0.5168	0.9866	0.274	0.5291	0.2708	0.5169
svd_values	96x96	f64	c	8	1.182	1.180	0.999	0.6684	0.5665	0.6085	0.515
svd_values	32x32	f64	f	1	0.1424	0.1423	0.9994	0.07509	0.531	0.05941	0.4173
svd_values	64x64	f64	f	1	0.5376	0.5353	0.9957	0.2758	0.5156	0.2546	0.4736
svd_values	96x96	f64	f	1	1.192	1.186	0.9953	0.6615	0.5567	0.6096	0.5114
svd_values	32x32	f64	f	4	0.1423	0.1421	0.9984	0.07427	0.5227	0.05935	0.4172
svd_values	64x64	f64	f	4	0.5357	0.5353	0.9993	0.2675	0.4958	0.2599	0.4852
svd_values	96x96	f64	f	4	1.191	1.189	0.9986	0.6532	0.5504	0.6008	0.5044
svd_values	32x32	f64	f	8	0.1423	0.1434	1.008	0.07409	0.5214	0.05944	0.4178
svd_values	64x64	f64	f	8	0.5437	0.5378	0.9891	0.2687	0.4997	0.259	0.4764
svd_values	96x96	f64	f	8	1.189	1.190	1.001	0.6698	0.5642	0.5979	0.5029
triangular_solve	32x32	c64	c	1	0.001102	0.001082	0.9819	-	-	-	-
triangular_solve	64x64	c64	c	1	0.002765	0.002695	0.9747	-	-	-	-
triangular_solve	96x96	c64	c	1	0.005059	0.00497	0.9824	-	-	-	-
triangular_solve	32x32	c64	c	4	0.001193	0.001052	0.8818	-	-	-	-
triangular_solve	64x64	c64	c	4	0.002906	0.002685	0.924	-	-	-	-
triangular_solve	96x96	c64	c	4	0.00539	0.004959	0.92	-	-	-	-
triangular_solve	32x32	c64	c	8	0.001192	0.001082	0.9077	-	-	-	-
triangular_solve	64x64	c64	c	8	0.002935	0.002695	0.9182	-	-	-	-
triangular_solve	96x96	c64	c	8	0.00531	0.004969	0.9358	-	-	-	-
triangular_solve	32x32	c64	f	1	0.001212	0.001192	0.9835	-	-	-	-
triangular_solve	64x64	c64	f	1	0.002815	0.002795	0.9929	-	-	-	-
triangular_solve	96x96	c64	f	1	0.004999	0.00499	0.9982	-	-	-	-
triangular_solve	32x32	c64	f	4	0.001222	0.001172	0.9591	-	-	-	-
triangular_solve	64x64	c64	f	4	0.002975	0.003407	1.145	-	-	-	-
triangular_solve	96x96	c64	f	4	0.00513	0.00503	0.9805	-	-	-	-
triangular_solve	32x32	c64	f	8	0.001232	0.001243	1.009	-	-	-	-
triangular_solve	64x64	c64	f	8	0.002845	0.002965	1.042	-	-	-	-
triangular_solve	96x96	c64	f	8	0.005129	0.005009	0.9766	-	-	-	-
triangular_solve	32x32	f64	c	1	0.000672	0.000701	1.043	-	-	-	-
triangular_solve	64x64	f64	c	1	0.001503	0.001463	0.9734	-	-	-	-
triangular_solve	96x96	f64	c	1	0.002715	0.002585	0.9521	-	-	-	-
triangular_solve	32x32	f64	c	4	0.000761	0.000662	0.8699	-	-	-	-
triangular_solve	64x64	f64	c	4	0.001643	0.001543	0.9391	-	-	-	-
triangular_solve	96x96	f64	c	4	0.002786	0.002535	0.9099	-	-	-	-
triangular_solve	32x32	f64	c	8	0.000721	0.000692	0.9598	-	-	-	-
triangular_solve	64x64	f64	c	8	0.001633	0.001533	0.9388	-	-	-	-
triangular_solve	96x96	f64	c	8	0.002715	0.002475	0.9116	-	-	-	-
triangular_solve	32x32	f64	f	1	0.000801	0.001062	1.326	-	-	-	-
triangular_solve	64x64	f64	f	1	0.001814	0.001743	0.9609	-	-	-	-
triangular_solve	96x96	f64	f	1	0.002846	0.003206	1.126	-	-	-	-
triangular_solve	32x32	f64	f	4	0.000791	0.000791	1.000	-	-	-	-
triangular_solve	64x64	f64	f	4	0.001953	0.002184	1.118	-	-	-	-
triangular_solve	96x96	f64	f	4	0.003076	0.002855	0.9282	-	-	-	-
triangular_solve	32x32	f64	f	8	0.000771	0.000752	0.9754	-	-	-	-
triangular_solve	64x64	f64	f	8	0.001904	0.001773	0.9312	-	-	-	-
triangular_solve	96x96	f64	f	8	0.003026	0.002865	0.9468	-	-	-	-

linalg-tall

family	shape	dtype	order	threads	fork (ms)	upstream (ms)	upstream/fork	OpenBLAS (ms)	OpenBLAS/fork	MKL (ms)	MKL/fork
full_piv_lu	1024x64	c64	c	1	1.800	1.804	1.002	-	-	-	-
full_piv_lu	4096x256	c64	c	1	146.9	153.8	1.047	-	-	-	-
full_piv_lu	1024x64	c64	c	4	0.975	1.791	1.837	-	-	-	-
full_piv_lu	4096x256	c64	c	4	52.70	63.59	1.207	-	-	-	-
full_piv_lu	1024x64	c64	c	8	0.863	1.810	2.098	-	-	-	-
full_piv_lu	4096x256	c64	c	8	30.30	40.22	1.328	-	-	-	-
full_piv_lu	1024x64	c64	f	1	1.668	1.670	1.001	-	-	-	-
full_piv_lu	4096x256	c64	f	1	141.2	142.3	1.007	-	-	-	-
full_piv_lu	1024x64	c64	f	4	0.8461	1.652	1.952	-	-	-	-
full_piv_lu	4096x256	c64	f	4	46.82	49.23	1.051	-	-	-	-
full_piv_lu	1024x64	c64	f	8	0.7643	1.646	2.153	-	-	-	-
full_piv_lu	4096x256	c64	f	8	23.85	26.46	1.110	-	-	-	-
full_piv_lu	1024x64	f64	c	1	0.8254	0.8063	0.9769	-	-	-	-
full_piv_lu	4096x256	f64	c	1	49.33	51.62	1.047	-	-	-	-
full_piv_lu	1024x64	f64	c	4	0.6165	0.8168	1.325	-	-	-	-
full_piv_lu	4096x256	f64	c	4	16.98	23.39	1.378	-	-	-	-
full_piv_lu	1024x64	f64	c	8	0.5981	0.8353	1.397	-	-	-	-
full_piv_lu	4096x256	f64	c	8	12.21	15.96	1.307	-	-	-	-
full_piv_lu	1024x64	f64	f	1	0.7306	0.7282	0.9966	-	-	-	-
full_piv_lu	4096x256	f64	f	1	46.82	46.61	0.9954	-	-	-	-
full_piv_lu	1024x64	f64	f	4	0.538	0.7278	1.353	-	-	-	-
full_piv_lu	4096x256	f64	f	4	14.53	14.83	1.020	-	-	-	-
full_piv_lu	1024x64	f64	f	8	0.5176	0.7334	1.417	-	-	-	-
full_piv_lu	4096x256	f64	f	8	9.838	10.16	1.033	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	c64	c	1	2.198	2.239	1.019	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	c64	c	1	2.196	2.201	1.002	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	c64	c	1	137.7	138.1	1.003	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	c64	c	1	137.9	138.0	1.001	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	c64	c	4	1.390	0.5937	0.4273	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	c64	c	4	1.395	0.5973	0.4281	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	c64	c	4	85.55	37.03	0.4329	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	c64	c	4	85.55	37.11	0.4338	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	c64	c	8	1.352	0.4783	0.3538	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	c64	c	8	1.424	0.4885	0.343	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	c64	c	8	77.39	25.10	0.3243	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	c64	c	8	77.58	25.06	0.323	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	c64	f	1	2.280	2.262	0.9922	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	c64	f	1	2.254	2.240	0.9937	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	c64	f	1	138.8	138.8	1.000	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	c64	f	1	138.6	138.7	1.001	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	c64	f	4	1.453	0.6389	0.4398	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	c64	f	4	1.450	0.6385	0.4402	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	c64	f	4	88.97	39.63	0.4454	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	c64	f	4	89.19	39.73	0.4454	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	c64	f	8	1.429	0.5317	0.372	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	c64	f	8	1.365	0.4512	0.3305	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	c64	f	8	81.08	26.53	0.3273	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	c64	f	8	81.05	26.49	0.3268	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	f64	c	1	0.5564	0.5654	1.016	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	f64	c	1	0.5531	0.5633	1.019	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	f64	c	1	34.91	34.98	1.002	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	f64	c	1	34.96	35.34	1.011	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	f64	c	4	0.3865	0.1588	0.4109	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	f64	c	4	0.3864	0.1578	0.4083	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	f64	c	4	22.22	9.348	0.4207	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	f64	c	4	22.37	9.383	0.4194	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	f64	c	8	0.4012	0.1343	0.3349	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	f64	c	8	0.3955	0.1458	0.3685	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	f64	c	8	22.44	6.655	0.2966	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	f64	c	8	22.44	5.032	0.2242	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	f64	f	1	0.5967	0.5939	0.9953	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	f64	f	1	0.5947	0.6094	1.025	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	f64	f	1	35.96	35.62	0.9905	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	f64	f	1	35.56	35.18	0.9893	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	f64	f	4	0.401	0.1734	0.4326	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	f64	f	4	0.402	0.1701	0.4231	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	f64	f	4	24.07	10.93	0.4539	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	f64	f	4	24.37	11.21	0.4601	-	-	-	-
householder_apply	1024x64 block(basis=64,target=64)	f64	f	8	0.4477	0.1804	0.403	-	-	-	-
householder_apply	1024x64 sequence(basis=64,target=64)	f64	f	8	0.4435	0.1923	0.4336	-	-	-	-
householder_apply	4096x256 block(basis=256,target=256)	f64	f	8	22.97	6.867	0.299	-	-	-	-
householder_apply	4096x256 sequence(basis=256,target=256)	f64	f	8	22.93	8.062	0.3516	-	-	-	-
lu	1024x64	c64	c	1	1.017	1.010	0.9932	1.296	1.288	1.230	1.210
lu	4096x256	c64	c	1	46.87	53.60	1.144	64.88	1.378	55.75	1.190
lu	1024x64	c64	c	4	0.7638	0.7414	0.9707	1.083	1.415	1.096	1.434
lu	4096x256	c64	c	4	22.59	29.34	1.299	45.88	1.980	59.10	2.617
lu	1024x64	c64	c	8	0.7185	0.7078	0.9852	0.9309	1.283	1.077	1.499
lu	4096x256	c64	c	8	18.99	25.18	1.326	31.81	1.662	57.75	3.041
lu	1024x64	c64	f	1	0.8816	0.8814	0.9998	0.9426	1.062	1.105	1.253
lu	4096x256	c64	f	1	41.67	41.64	0.9992	47.21	1.135	51.11	1.226
lu	1024x64	c64	f	4	0.6473	0.6411	0.9905	0.6975	1.059	1.065	1.646
lu	4096x256	c64	f	4	17.23	17.31	1.004	24.20	1.394	50.27	2.917
lu	1024x64	c64	f	8	0.6038	0.6046	1.001	0.5678	0.9258	1.086	1.798
lu	4096x256	c64	f	8	13.22	13.13	0.9932	14.52	1.081	49.46	3.742
lu	1024x64	f64	c	1	0.4661	0.4675	1.003	0.6221	1.285	0.4263	0.9145
lu	4096x256	f64	c	1	15.19	18.97	1.250	28.02	1.821	22.34	1.471
lu	1024x64	f64	c	4	0.4447	0.4335	0.9748	0.5611	1.229	0.3244	0.7294
lu	4096x256	f64	c	4	9.270	12.64	1.364	22.21	2.386	16.86	1.818
lu	1024x64	f64	c	8	0.4435	0.425	0.9582	0.5393	1.167	0.3091	0.697
lu	4096x256	f64	c	8	8.238	11.70	1.421	19.65	2.297	7.243	0.8792
lu	1024x64	f64	f	1	0.3837	0.3828	0.9977	0.3029	0.7833	0.2862	0.7457
lu	4096x256	f64	f	1	13.23	13.26	1.002	12.98	0.9861	11.73	0.8866
lu	1024x64	f64	f	4	0.3616	0.3581	0.9905	0.2499	0.6956	0.2895	0.8008
lu	4096x256	f64	f	4	7.003	6.993	0.9987	7.307	1.048	11.72	1.673
lu	1024x64	f64	f	8	0.3546	0.3549	1.001	0.2329	0.6486	0.2886	0.8139
lu	4096x256	f64	f	8	6.193	6.156	0.9941	4.761	0.7705	3.192	0.5154
qr	1024x64	c64	c	1	4.744	4.798	1.012	4.343	0.9148	5.115	1.078
qr	4096x256	c64	c	1	248.8	254.3	1.022	261.8	1.091	227.8	0.9157
qr	1024x64	c64	c	4	3.689	2.473	0.6703	2.189	0.5954	3.197	0.8666
qr	4096x256	c64	c	4	164.9	96.55	0.5855	111.9	0.6789	85.96	0.5213
qr	1024x64	c64	c	8	3.652	2.513	0.6883	1.971	0.5383	2.299	0.6295
qr	4096x256	c64	c	8	158.0	87.44	0.5534	85.60	0.559	50.96	0.3225
qr	1024x64	c64	f	1	4.617	4.665	1.010	3.580	0.7738	4.878	1.057
qr	4096x256	c64	f	1	243.2	243.5	1.001	222.0	0.9488	212.4	0.8736
qr	1024x64	c64	f	4	3.546	2.379	0.6709	1.468	0.4139	3.035	0.8559
qr	4096x256	c64	f	4	159.3	84.31	0.5292	73.37	0.461	73.71	0.4627
qr	1024x64	c64	f	8	3.551	2.334	0.6574	1.162	0.3266	2.281	0.6423
qr	4096x256	c64	f	8	152.0	75.22	0.4949	50.12	0.3287	41.97	0.2762
qr	1024x64	f64	c	1	1.576	1.546	0.9807	2.515	1.589	1.865	1.183
qr	4096x256	f64	c	1	65.98	69.44	1.052	104.4	1.474	81.06	1.229
qr	1024x64	f64	c	4	1.389	1.202	0.8658	2.568	1.838	1.054	0.7592
qr	4096x256	f64	c	4	49.28	38.79	0.7871	68.47	1.383	30.17	0.6123
qr	1024x64	f64	c	8	1.436	1.241	0.8639	2.583	1.785	0.8814	0.6137
qr	4096x256	f64	c	8	47.17	32.16	0.6818	61.32	1.184	20.71	0.4391
qr	1024x64	f64	f	1	1.463	1.461	0.9988	1.868	1.283	1.573	1.075
qr	4096x256	f64	f	1	63.72	63.50	0.9966	77.70	1.136	69.61	1.092
qr	1024x64	f64	f	4	1.282	1.071	0.8351	1.971	1.536	0.9878	0.7704
qr	4096x256	f64	f	4	47.05	28.29	0.6013	41.09	0.8765	27.13	0.5766
qr	1024x64	f64	f	8	1.318	1.161	0.8806	1.969	1.493	0.8481	0.6435
qr	4096x256	f64	f	8	44.65	26.56	0.5948	36.23	0.7726	19.30	0.4324
qr_factor	1024x64	c64	c	1	2.488	4.039	1.624	2.206	0.8695	2.385	0.9586
qr_factor	4096x256	c64	c	1	99.35	176.5	1.777	131.2	1.310	110.5	1.112
qr_factor	1024x64	c64	c	4	2.276	4.025	1.768	1.134	0.5049	1.386	0.6091
qr_factor	4096x256	c64	c	4	76.18	128.0	1.680	54.90	0.7163	34.31	0.4504
qr_factor	1024x64	c64	c	8	2.310	3.831	1.658	0.9979	0.434	0.8669	0.3752
qr_factor	4096x256	c64	c	8	73.73	121.4	1.647	42.70	0.5826	19.59	0.2657
qr_factor	1024x64	c64	f	1	2.286	2.299	1.005	1.825	0.7971	2.269	0.9925
qr_factor	4096x256	c64	f	1	89.81	90.00	1.002	111.2	1.236	101.8	1.134
qr_factor	1024x64	c64	f	4	1.946	1.591	0.818	0.7907	0.4039	1.367	0.7025
qr_factor	4096x256	c64	f	4	64.98	41.18	0.6337	36.48	0.5628	30.93	0.476
qr_factor	1024x64	c64	f	8	1.964	1.632	0.8307	0.6397	0.3292	0.8503	0.4329
qr_factor	4096x256	c64	f	8	61.55	38.60	0.6271	24.90	0.404	17.49	0.2841
qr_factor	1024x64	f64	c	1	1.045	1.858	1.778	1.263	1.184	0.9016	0.8628
qr_factor	4096x256	f64	c	1	31.62	78.14	2.471	50.73	1.596	34.72	1.098
qr_factor	1024x64	f64	c	4	1.003	3.271	3.262	1.308	1.272	0.4685	0.4673
qr_factor	4096x256	f64	c	4	26.11	74.13	2.839	33.88	1.277	12.82	0.4909
qr_factor	1024x64	f64	c	8	1.041	3.080	2.958	1.325	1.262	0.3215	0.3088
qr_factor	4096x256	f64	c	8	26.21	72.02	2.748	30.84	1.168	7.223	0.2756
qr_factor	1024x64	f64	f	1	0.7968	0.7889	0.99	0.9581	1.234	0.7624	0.9568
qr_factor	4096x256	f64	f	1	26.01	25.93	0.997	39.16	1.517	28.97	1.114
qr_factor	1024x64	f64	f	4	0.7604	0.8383	1.102	1.021	1.342	0.4265	0.5609
qr_factor	4096x256	f64	f	4	20.45	15.62	0.7641	20.57	1.013	11.44	0.5596
qr_factor	1024x64	f64	f	8	0.7795	0.9232	1.184	1.022	1.352	0.3056	0.392
qr_factor	4096x256	f64	f	8	19.81	16.31	0.8236	18.11	0.9263	6.581	0.3323
svd_thin	1024x64	c64	c	1	5.966	6.050	1.014	6.932	1.160	8.745	1.466
svd_thin	4096x256	c64	c	1	279.6	280.0	1.001	385.5	1.376	377.5	1.350
svd_thin	1024x64	c64	c	4	4.804	3.658	0.7615	3.700	0.7686	5.491	1.143
svd_thin	4096x256	c64	c	4	189.5	118.4	0.6251	159.0	0.8352	132.0	0.6969
svd_thin	1024x64	c64	c	8	4.815	3.696	0.7675	3.239	0.677	4.417	0.9173
svd_thin	4096x256	c64	c	8	176.5	104.9	0.5945	119.8	0.6772	82.67	0.4684
svd_thin	1024x64	c64	f	1	5.866	5.888	1.004	6.265	1.064	8.540	1.456
svd_thin	4096x256	c64	f	1	268.1	268.3	1.001	346.3	1.293	354.6	1.323
svd_thin	1024x64	c64	f	4	4.700	3.559	0.7571	3.142	0.6679	5.387	1.146
svd_thin	4096x256	c64	f	4	177.6	106.1	0.5974	123.6	0.6928	127.8	0.7198
svd_thin	1024x64	c64	f	8	4.689	3.598	0.7673	2.709	0.577	4.381	0.9342
svd_thin	4096x256	c64	f	8	164.0	94.23	0.5746	89.02	0.5414	85.71	0.5226
svd_thin	1024x64	f64	c	1	2.511	2.495	0.9936	3.764	1.502	3.041	1.211
svd_thin	4096x256	f64	c	1	88.36	88.44	1.001	146.7	1.668	120.2	1.360
svd_thin	1024x64	f64	c	4	2.317	2.163	0.9338	3.612	1.567	1.885	0.8137
svd_thin	4096x256	f64	c	4	66.02	47.59	0.7209	91.93	1.343	51.56	0.781
svd_thin	1024x64	f64	c	8	2.351	2.271	0.9663	3.630	1.546	1.675	0.7124
svd_thin	4096x256	f64	c	8	63.81	46.64	0.7308	81.53	1.274	36.56	0.5729
svd_thin	1024x64	f64	f	1	2.454	2.442	0.9951	3.245	1.324	2.806	1.144
svd_thin	4096x256	f64	f	1	82.98	83.12	1.002	121.3	1.464	109.4	1.319
svd_thin	1024x64	f64	f	4	2.256	2.112	0.9361	3.096	1.376	1.825	0.8089
svd_thin	4096x256	f64	f	4	60.76	42.20	0.6946	66.66	1.097	45.91	0.7556
svd_thin	1024x64	f64	f	8	2.305	2.197	0.953	3.095	1.352	1.643	0.7128
svd_thin	4096x256	f64	f	8	58.45	41.07	0.7026	58.88	0.9994	34.49	0.59
svd_values	1024x64	c64	c	1	3.066	3.060	0.998	3.149	1.019	3.793	1.237
svd_values	4096x256	c64	c	1	123.1	122.3	0.9934	157.2	1.265	144.1	1.171
svd_values	1024x64	c64	c	4	2.757	2.425	0.8794	2.077	0.7485	2.886	1.047
svd_values	4096x256	c64	c	4	91.75	71.67	0.7811	74.89	0.8127	59.89	0.6528
svd_values	1024x64	c64	c	8	2.817	2.484	0.8819	1.953	0.6916	2.298	0.8158
svd_values	4096x256	c64	c	8	88.13	68.84	0.781	63.00	0.7138	41.92	0.4756
svd_values	1024x64	c64	f	1	2.964	2.956	0.9973	2.754	0.9253	3.649	1.231
svd_values	4096x256	c64	f	1	109.9	110.0	1.001	136.4	1.239	139.3	1.267
svd_values	1024x64	c64	f	4	2.692	2.345	0.8712	1.738	0.6466	2.777	1.031
svd_values	4096x256	c64	f	4	79.90	59.50	0.7447	57.09	0.7093	47.70	0.5969
svd_values	1024x64	c64	f	8	2.745	2.408	0.877	1.592	0.5795	2.280	0.8306
svd_values	4096x256	c64	f	8	76.21	57.43	0.7536	44.89	0.5869	32.50	0.4264
svd_values	1024x64	f64	c	1	1.489	1.476	0.9916	1.932	1.296	1.390	0.9335
svd_values	4096x256	f64	c	1	44.99	44.80	0.9957	72.54	1.618	45.75	1.017
svd_values	1024x64	f64	c	4	1.452	1.529	1.053	1.973	1.364	0.9524	0.6558
svd_values	4096x256	f64	c	4	37.62	32.66	0.8681	49.60	1.319	22.73	0.604
svd_values	1024x64	f64	c	8	1.478	1.621	1.097	1.998	1.359	0.8124	0.5497
svd_values	4096x256	f64	c	8	37.10	33.60	0.9057	46.17	1.238	16.42	0.4427
svd_values	1024x64	f64	f	1	1.410	1.405	0.9968	1.615	1.141	1.237	0.8777
svd_values	4096x256	f64	f	1	39.34	39.04	0.9923	55.27	1.411	40.35	1.026
svd_values	1024x64	f64	f	4	1.375	1.448	1.054	1.676	1.221	0.9056	0.6587
svd_values	4096x256	f64	f	4	32.03	26.87	0.8387	36.18	1.131	20.99	0.6553
svd_values	1024x64	f64	f	8	1.395	1.545	1.108	1.696	1.218	0.7916	0.5676
svd_values	4096x256	f64	f	8	31.66	27.93	0.8823	33.69	1.059	15.85	0.5007

linalg-wide

family	shape	dtype	order	threads	fork (ms)	upstream (ms)	upstream/fork	OpenBLAS (ms)	OpenBLAS/fork	MKL (ms)	MKL/fork
full_piv_lu	64x1024	c64	c	1	2.412	2.432	1.008	-	-	-	-
full_piv_lu	256x4096	c64	c	1	231.4	233.5	1.009	-	-	-	-
full_piv_lu	64x1024	c64	c	4	1.416	2.526	1.784	-	-	-	-
full_piv_lu	256x4096	c64	c	4	90.22	91.95	1.019	-	-	-	-
full_piv_lu	64x1024	c64	c	8	1.270	2.527	1.989	-	-	-	-
full_piv_lu	256x4096	c64	c	8	56.99	59.42	1.042	-	-	-	-
full_piv_lu	64x1024	c64	f	1	2.319	2.313	0.9976	-	-	-	-
full_piv_lu	256x4096	c64	f	1	228.7	229.3	1.002	-	-	-	-
full_piv_lu	64x1024	c64	f	4	1.283	2.323	1.810	-	-	-	-
full_piv_lu	256x4096	c64	f	4	81.46	84.25	1.034	-	-	-	-
full_piv_lu	64x1024	c64	f	8	1.135	2.294	2.021	-	-	-	-
full_piv_lu	256x4096	c64	f	8	50.67	54.71	1.080	-	-	-	-
full_piv_lu	64x1024	f64	c	1	1.120	1.238	1.105	-	-	-	-
full_piv_lu	256x4096	f64	c	1	75.48	76.73	1.017	-	-	-	-
full_piv_lu	64x1024	f64	c	4	0.8205	1.268	1.545	-	-	-	-
full_piv_lu	256x4096	f64	c	4	33.30	36.23	1.088	-	-	-	-
full_piv_lu	64x1024	f64	c	8	0.7967	1.246	1.564	-	-	-	-
full_piv_lu	256x4096	f64	c	8	27.53	30.86	1.121	-	-	-	-
full_piv_lu	64x1024	f64	f	1	1.056	1.039	0.984	-	-	-	-
full_piv_lu	256x4096	f64	f	1	73.09	71.93	0.9841	-	-	-	-
full_piv_lu	64x1024	f64	f	4	0.7597	1.064	1.401	-	-	-	-
full_piv_lu	256x4096	f64	f	4	30.39	31.32	1.031	-	-	-	-
full_piv_lu	64x1024	f64	f	8	0.7276	1.051	1.444	-	-	-	-
full_piv_lu	256x4096	f64	f	8	24.94	25.97	1.041	-	-	-	-
lu	64x1024	c64	c	1	1.003	1.053	1.050	1.616	1.616	2.323	2.316
lu	256x4096	c64	c	1	46.21	46.44	1.005	82.38	1.776	88.82	1.922
lu	64x1024	c64	c	4	0.416	0.4974	1.196	1.145	2.735	0.6451	1.551
lu	256x4096	c64	c	4	17.69	22.61	1.278	56.97	3.244	23.78	1.344
lu	64x1024	c64	c	8	0.3258	0.4402	1.351	1.080	3.412	0.4514	1.386
lu	256x4096	c64	c	8	12.23	13.64	1.115	50.00	4.155	13.62	1.113
lu	64x1024	c64	f	1	0.8915	0.8931	1.002	1.270	1.421	2.111	2.368
lu	256x4096	c64	f	1	41.98	41.98	0.9999	55.78	1.335	72.61	1.729
lu	64x1024	c64	f	4	0.2998	0.3336	1.113	0.8002	2.658	0.5947	1.984
lu	256x4096	c64	f	4	13.39	18.03	1.347	30.67	2.287	21.20	1.583
lu	64x1024	c64	f	8	0.2076	0.2785	1.341	0.6703	3.183	0.4098	1.974
lu	256x4096	c64	f	8	7.743	9.556	1.234	23.68	3.048	11.56	1.493
lu	64x1024	f64	c	1	0.4002	0.5098	1.274	1.031	2.469	0.6929	1.731
lu	256x4096	f64	c	1	16.12	17.74	1.100	35.20	2.179	74.13	4.598
lu	64x1024	f64	c	4	0.2074	0.3611	1.741	0.7961	3.534	0.9294	4.481
lu	256x4096	f64	c	4	6.704	9.604	1.433	26.90	3.876	9.970	1.487
lu	64x1024	f64	c	8	0.1808	0.3354	1.855	0.7532	3.818	0.1706	0.9434
lu	256x4096	f64	c	8	5.313	7.735	1.456	24.28	4.565	6.955	1.309
lu	64x1024	f64	f	1	0.3145	0.3114	0.9899	0.7059	2.260	3.127	9.943
lu	256x4096	f64	f	1	13.37	13.24	0.9907	20.85	1.563	209.8	15.69
lu	64x1024	f64	f	4	0.1176	0.1581	1.344	0.4956	4.187	0.2299	1.955
lu	256x4096	f64	f	4	4.082	5.139	1.259	12.71	3.102	5.459	1.337
lu	64x1024	f64	f	8	0.09004	0.1381	1.534	0.4528	5.004	0.1343	1.492
lu	256x4096	f64	f	8	2.587	3.302	1.276	10.45	4.073	3.205	1.239
qr	64x1024	c64	c	1	2.536	2.640	1.041	3.636	1.452	3.844	1.516
qr	256x4096	c64	c	1	107.4	107.9	1.005	178.0	1.658	181.1	1.687
qr	64x1024	c64	c	4	0.8994	1.043	1.159	1.651	1.857	1.664	1.850
qr	256x4096	c64	c	4	32.65	33.32	1.021	89.33	2.756	45.33	1.388
qr	64x1024	c64	c	8	0.6339	1.014	1.600	1.430	2.285	1.042	1.643
qr	256x4096	c64	c	8	20.17	24.95	1.237	71.64	3.546	26.33	1.306
qr	64x1024	c64	f	1	2.399	2.411	1.005	3.744	1.553	3.901	1.626
qr	256x4096	c64	f	1	102.7	103.6	1.009	183.4	1.780	187.3	1.823
qr	64x1024	c64	f	4	0.7855	0.8714	1.109	1.795	2.288	2.117	2.695
qr	256x4096	c64	f	4	28.06	28.58	1.019	87.59	3.089	56.42	2.011
qr	64x1024	c64	f	8	0.5184	0.8559	1.651	1.281	2.457	1.203	2.321
qr	256x4096	c64	f	8	15.57	19.54	1.255	71.60	4.566	44.76	2.876
qr	64x1024	f64	c	1	0.7483	0.8383	1.120	1.914	2.516	1.568	2.095
qr	256x4096	f64	c	1	31.27	32.07	1.025	72.40	2.345	64.67	2.068
qr	64x1024	f64	c	4	0.3761	0.5611	1.492	1.750	4.483	0.6208	1.651
qr	256x4096	f64	c	4	10.62	12.70	1.196	47.81	4.423	16.78	1.580
qr	64x1024	f64	c	8	0.3242	0.5822	1.796	1.765	5.205	0.4646	1.433
qr	256x4096	f64	c	8	7.679	10.97	1.429	44.13	5.919	10.14	1.321
qr	64x1024	f64	f	1	0.6337	0.6304	0.9948	1.684	2.659	1.402	2.212
qr	256x4096	f64	f	1	28.03	27.56	0.9833	73.16	2.632	67.43	2.406
qr	64x1024	f64	f	4	0.2613	0.3227	1.235	1.598	6.140	0.6837	2.616
qr	256x4096	f64	f	4	7.595	8.012	1.055	49.54	6.519	26.60	3.502
qr	64x1024	f64	f	8	0.2128	0.3857	1.812	1.614	7.669	0.4975	2.338
qr	256x4096	f64	f	8	4.396	6.403	1.456	40.44	9.237	19.74	4.491
qr_factor	64x1024	c64	c	1	2.562	2.581	1.008	3.325	1.294	3.518	1.374
qr_factor	256x4096	c64	c	1	96.75	97.37	1.006	162.3	1.685	161.0	1.664
qr_factor	64x1024	c64	c	4	0.9791	1.070	1.093	1.377	1.409	1.357	1.386
qr_factor	256x4096	c64	c	4	27.36	28.39	1.037	72.49	2.633	39.08	1.428
qr_factor	64x1024	c64	c	8	0.7152	1.022	1.429	1.075	1.493	0.7679	1.074
qr_factor	256x4096	c64	c	8	15.92	19.02	1.195	54.74	3.444	21.12	1.326
qr_factor	64x1024	c64	f	1	2.224	2.225	1.000	2.990	1.338	16.81	7.558
qr_factor	256x4096	c64	f	1	96.10	95.70	0.9958	145.7	1.529	150.3	1.564
qr_factor	64x1024	c64	f	4	0.6641	0.7235	1.090	1.016	1.533	1.280	1.927
qr_factor	256x4096	c64	f	4	24.94	25.03	1.004	53.96	2.172	37.37	1.498
qr_factor	64x1024	c64	f	8	0.4059	0.6689	1.648	0.7513	1.832	0.7073	1.742
qr_factor	256x4096	c64	f	8	13.30	17.86	1.343	37.68	2.835	19.24	1.447
qr_factor	64x1024	f64	c	1	0.9871	1.011	1.024	1.733	1.741	1.340	1.358
qr_factor	256x4096	f64	c	1	26.95	27.00	1.002	63.29	2.363	57.68	2.140
qr_factor	64x1024	f64	c	4	0.6155	0.691	1.123	1.566	2.546	0.4269	0.6935
qr_factor	256x4096	f64	c	4	9.361	10.28	1.098	38.50	4.166	13.15	1.405
qr_factor	64x1024	f64	c	8	0.554	0.7426	1.340	1.587	2.922	0.2568	0.4636
qr_factor	256x4096	f64	c	8	6.715	9.019	1.343	38.54	5.703	6.845	1.019
qr_factor	64x1024	f64	f	1	0.5625	0.5643	1.003	1.377	2.456	6.285	11.17
qr_factor	256x4096	f64	f	1	26.16	25.31	0.9675	52.81	2.110	51.90	1.984
qr_factor	64x1024	f64	f	4	0.2031	0.2647	1.303	1.279	6.246	0.3706	1.825
qr_factor	256x4096	f64	f	4	6.617	7.036	1.063	29.60	4.485	11.39	1.722
qr_factor	64x1024	f64	f	8	0.1601	0.3216	2.009	1.308	8.569	0.2158	1.348
qr_factor	256x4096	f64	f	8	3.624	5.365	1.480	26.96	7.513	5.929	1.636
svd_thin	64x1024	c64	c	1	5.931	5.900	0.9949	11.83	2.007	12.22	2.060
svd_thin	256x4096	c64	c	1	268.2	268.3	1.001	673.6	2.505	536.6	2.001
svd_thin	64x1024	c64	c	4	4.738	3.593	0.7582	9.806	2.071	7.369	1.555
svd_thin	256x4096	c64	c	4	178.1	106.9	0.6004	439.1	2.455	190.0	1.067
svd_thin	64x1024	c64	c	8	4.734	3.614	0.7634	9.936	2.092	6.108	1.290
svd_thin	256x4096	c64	c	8	172.6	103.1	0.5973	393.1	2.379	116.7	0.6762
svd_thin	64x1024	c64	f	1	6.039	6.008	0.9949	11.02	1.832	11.91	1.972
svd_thin	256x4096	c64	f	1	280.0	280.6	1.002	644.6	2.290	530.5	1.895
svd_thin	64x1024	c64	f	4	4.849	3.722	0.7675	9.197	1.894	7.164	1.477
svd_thin	256x4096	c64	f	4	190.6	119.1	0.6245	411.1	2.153	182.5	0.9571
svd_thin	64x1024	c64	f	8	4.857	3.701	0.762	9.257	1.915	6.234	1.284
svd_thin	256x4096	c64	f	8	183.9	108.5	0.5898	371.1	2.091	111.4	0.6058
svd_thin	64x1024	f64	c	1	2.453	2.447	0.9975	5.059	2.064	4.119	1.679
svd_thin	256x4096	f64	c	1	82.75	82.81	1.001	222.8	2.682	246.1	2.974
svd_thin	64x1024	f64	c	4	2.257	2.110	0.9351	4.615	2.043	3.018	1.337
svd_thin	256x4096	f64	c	4	60.71	42.18	0.6948	152.1	2.501	118.4	1.950
svd_thin	64x1024	f64	c	8	2.291	2.178	0.9505	4.491	1.947	2.910	1.270
svd_thin	256x4096	f64	c	8	57.97	40.91	0.7058	144.5	2.476	99.83	1.722
svd_thin	64x1024	f64	f	1	2.534	2.519	0.9941	4.604	1.827	3.957	1.561
svd_thin	256x4096	f64	f	1	87.98	88.11	1.001	193.8	2.199	226.7	2.577
svd_thin	64x1024	f64	f	4	2.319	2.166	0.9342	4.062	1.756	2.974	1.282
svd_thin	256x4096	f64	f	4	65.86	47.42	0.72	124.7	1.887	116.4	1.768
svd_thin	64x1024	f64	f	8	2.356	2.239	0.9507	4.142	1.755	2.856	1.212
svd_thin	256x4096	f64	f	8	63.47	46.36	0.7304	122.1	1.852	98.28	1.548
svd_values	64x1024	c64	c	1	2.926	2.968	1.014	5.625	1.920	5.551	1.897
svd_values	256x4096	c64	c	1	109.7	109.6	0.9994	308.3	2.805	214.8	1.958
svd_values	64x1024	c64	c	4	2.688	2.339	0.8703	5.092	1.895	3.537	1.316
svd_values	256x4096	c64	c	4	79.94	59.44	0.7435	225.6	2.812	84.44	1.056
svd_values	64x1024	c64	c	8	2.726	2.370	0.8695	4.987	1.824	3.326	1.220
svd_values	256x4096	c64	c	8	76.22	56.70	0.7439	217.2	2.833	55.24	0.7248
svd_values	64x1024	c64	f	1	3.095	3.153	1.019	5.190	1.695	5.315	1.717
svd_values	256x4096	c64	f	1	121.9	121.8	0.9991	282.9	2.319	189.7	1.556
svd_values	64x1024	c64	f	4	2.764	2.429	0.8791	4.685	1.687	3.587	1.298
svd_values	256x4096	c64	f	4	91.79	71.53	0.7792	199.9	2.176	84.23	0.9176
svd_values	64x1024	c64	f	8	2.810	2.467	0.8782	4.751	1.684	3.188	1.135
svd_values	256x4096	c64	f	8	87.94	68.86	0.783	187.7	2.123	55.11	0.6267
svd_values	64x1024	f64	c	1	1.422	1.414	0.9946	2.681	1.871	2.724	1.916
svd_values	256x4096	f64	c	1	39.13	38.88	0.9936	108.2	2.764	171.8	4.391
svd_values	64x1024	f64	c	4	1.390	1.471	1.058	2.473	1.779	2.079	1.496
svd_values	256x4096	f64	c	4	31.88	26.98	0.8463	80.09	2.503	91.96	2.884
svd_values	64x1024	f64	c	8	1.403	1.548	1.104	2.470	1.758	2.078	1.481
svd_values	256x4096	f64	c	8	31.41	27.79	0.8846	74.97	2.366	77.09	2.454
svd_values	64x1024	f64	f	1	1.480	1.474	0.9958	2.329	1.557	2.511	1.696
svd_values	256x4096	f64	f	1	44.86	44.75	0.9976	91.02	2.028	165.5	3.688
svd_values	64x1024	f64	f	4	1.442	1.518	1.053	2.183	1.518	2.079	1.442
svd_values	256x4096	f64	f	4	37.70	32.77	0.8693	64.20	1.702	88.87	2.358
svd_values	64x1024	f64	f	8	1.454	1.593	1.096	2.173	1.495	2.071	1.425
svd_values	256x4096	f64	f	8	37.16	33.49	0.9011	63.76	1.711	76.41	2.056