Mittelmann CUDA

set	device	problems	Ipopt			current augmented_cudss
set	device	problems	solved	SGM (s)	SSGM	solved	SGM (s)	SSGM
Mittelmann	CUDA	47/47	39	89.67	1	43	13.85	0.239

Outcomes

solver	solved	acceptable	time limit	iteration limit	other failure	not run yet
Ipopt	39	0	8	0	0	0
current augmented_cudss	43	0	0	4	0	0

Solved by problem size

solver	small	medium	large
Ipopt	9/9	11/15	19/23
current augmented_cudss	9/9	15/15	19/23

Performance profiles

Over the 47 instances that all of them have a result for. A curve gives the share of them solved within a factor of the best.

Ipoptcurrent augmented_cudss

Wall time

Iterations

Time breakdown

solver	total (s)	linear solver	evaluations	initialization	other
current augmented_cudss	977.4	51.6%	11.9%	0.8%	35.8%

Result files: Quadro GV100

Instances

nv, nc: variables, constraints. st: ok solved, a solved to the acceptable level, t time limit, i iteration limit, f other failure; click it for the solver log. it: iterations. inf: infeasibility. nfac, nsol: factorizations, linear solves. nf, ng, nc, nj, nh: evaluations of the objective, gradient, constraints, Jacobian, Hessian.

Failures only

instance	nv	nc	Ipopt												current augmented_cudss
instance	nv	nc	st	it	t (s)	obj	inf	nfac	nsol	nf	ng	nc	nj	nh	st	it	t (s)	obj	inf	nfac	nsol	nf	ng	nc	nj	nh
NARX_CFy	43973	48256	t	421	600.000	0.00859789	7.6e-09	0	0	442	422	442	422	421	ok	514	21.913	0.00860127	7.6e-11	1284	1380	2371	515	2371	515	514
WM_CFy	8711	12850	t	524	600.000	1.22158	2.9e-11	0	0	541	525	541	525	524	ok	246	29.868	1.22344	3.2e-10	616	383	256	247	256	247	246
arki0003	1872	2138	ok	289	4.617	-3795.2	7.6e-09	0	0	301	289	301	292	289	ok	1214	10.218	-3795.2	8.0e-09	1489	1556	1830	1209	1870	1221	1208
arki0009	6220	5924	ok	319	27.237	207097	3.8e-10	0	0	348	315	348	321	319	ok	288	4.415	207097	4.3e-10	290	957	293	289	293	290	288
bearing_400	160000	0	ok	16	14.617	-0.15468	0.0e+00	0	0	17	17	0	0	16	ok	16	1.401	-0.15468	0.0e+00	17	20	17	17	17	17	16
camshape_6400	6400	19197	ok	87	12.444	4.44838	3.7e-12	0	0	93	88	93	88	87	ok	88	0.917	4.44838	8.4e-11	102	97	116	89	116	90	88
clnlbeam	59999	40000	t	3000	600.000	345.619	9.1e-08	0	0	3017	3000	3017	3002	3000	ok	488	6.502	344.876	5.5e-17	550	1057	549	489	549	489	488
cont5_1_l	90600	90300	ok	16	58.532	2.72097	9.8e-10	0	0	17	17	17	17	16	ok	16	1.485	2.72097	1.0e-09	17	17	17	17	17	17	16
cont5_2_1_l	90600	90300	ok	41	129.702	0.000662766	3.2e-14	0	0	42	42	42	42	41	ok	549	25.741	0.00066276	2.8e-14	416	753	2516	414	2524	551	413
cont5_2_2_l	90600	90300	ok	45	158.954	0.000519998	2.9e-09	0	0	46	46	46	46	45	ok	129	7.291	0.000519997	9.3e-09	131	169	210	130	210	131	129
cont5_2_3_l	90600	90300	ok	52	196.640	0.000520783	3.6e-10	0	0	53	53	53	53	52	ok	60	4.478	0.000520782	8.1e-09	61	76	105	61	105	61	60
cont5_2_4_l	90600	90300	ok	16	184.119	0.0663713	6.0e-09	0	0	17	17	17	17	16	ok	14	2.434	0.0663713	6.1e-09	15	15	15	15	15	15	14
corkscrw	44997	35000	ok	384	153.303	98.096	2.8e-09	0	0	420	365	420	390	384	ok	204	2.703	98.096	5.1e-09	219	221	234	205	241	214	204
dirichlet120	53881	241	ok	56	269.283	0.0350361	2.4e-10	0	0	71	57	71	57	56	ok	56	10.351	0.0350361	2.4e-10	119	65	68	57	68	57	56
dtoc1nd	5960	3725	ok	8	5.814	136.456	7.2e-10	0	0	14	9	14	9	8	ok	8	0.522	136.456	7.2e-10	12	10	11	9	11	9	8
dtoc2	64950	38970	ok	5	155.374	2.8633	2.8e-16	0	0	6	6	6	6	5	ok	5	1.635	2.8633	2.2e-16	11	9	6	6	6	6	5
elec_400	1200	400	ok	126	86.488	75583.1	2.4e-10	0	0	208	127	208	127	126	ok	147	3.862	75583.2	5.0e-10	364	482	227	148	227	148	147
ex1_160	50562	25281	ok	10	5.104	0.0638967	5.0e-10	0	0	11	11	11	11	10	ok	10	0.448	0.0638967	5.0e-10	11	11	11	11	11	11	10
ex1_320	203522	101761	ok	9	38.598	0.0654351	3.0e-10	0	0	10	10	10	10	9	ok	9	1.534	0.0654351	3.0e-10	10	10	10	10	10	10	9
ex4_2_160	51198	25917	ok	21	6.455	3.64612	2.7e-11	0	0	22	22	22	22	21	ok	21	0.662	3.64612	2.7e-11	22	22	22	22	22	22	21
ex4_2_320	204798	103037	ok	17	33.804	3.63917	2.1e-11	0	0	18	18	18	18	17	ok	17	1.996	3.63918	1.9e-11	18	20	18	18	18	18	17
ex8_2_2	7510	1943	ok	67	1.431	-552.666	2.2e-12	0	0	68	68	68	68	67	ok	68	0.406	-552.666	1.4e-13	69	69	78	69	78	69	68
ex8_2_3	15636	3155	ok	71	2.501	-3731.08	6.3e-12	0	0	72	72	72	72	71	ok	72	0.950	-3731.08	2.3e-12	73	76	82	73	82	73	72
gasoil_3200	32001	31998	ok	14	289.538	0.0052366	2.4e-12	0	0	36	15	36	15	14	ok	595	28.791	0.0052366	2.1e-12	647	2177	6541	596	6609	598	595
henon120	32401	241	ok	266	377.533	133.295	1.4e-07	0	0	280	267	284	267	266	ok	373	22.055	133.295	2.5e-09	777	388	472	374	472	375	373
lane_emden120	57721	241	ok	84	510.380	9.34025	9.8e-09	0	0	86	85	88	85	84	ok	76	12.194	9.34025	9.7e-09	172	80	79	77	79	77	76
marine_1600	38415	38392	ok	13	19.713	1.97465e+07	3.1e-12	0	0	17	14	17	14	13	ok	11	0.583	1.97465e+07	3.1e-12	12	25	14	12	14	12	11
nql180	129601	130080	t	29	600.000	-0.927721	1.3e-03	0	0	31	30	31	30	29	ok	34	15.838	-0.927721	4.1e-10	58	46	38	35	38	35	34
optmass	60006	50005	ok	28	51.444	-0.120404	2.6e-01	0	0	29	29	29	29	28	ok	31	0.723	-0.120404	7.7e-15	45	33	33	32	33	32	31
pinene_3200	64000	63995	ok	13	16.572	19.8722	1.3e-14	0	0	14	14	14	14	13	ok	14	2.026	19.8722	1.4e-14	22	50	15	15	15	15	14
qcqp1000-1nc	1000	154	ok	180	52.798	-2.66289e+07	4.8e-07	0	0	198	181	198	182	180	ok	153	2.048	-2.66289e+07	1.7e-09	222	175	181	154	183	155	153
qcqp1000-2c	1000	5107	ok	100	39.195	738127	2.9e-09	0	0	353	101	353	101	100	i	3000	82.094	738127	7.4e-08	3000	3045	6116	3000	6116	3001	2999
qcqp1000-2nc	1000	5107	ok	293	86.751	93279.1	6.4e-09	0	0	301	171	301	295	293	ok	142	5.216	93279.1	3.8e-09	185	206	166	143	166	145	142
qcqp1500-1c	1500	10508	ok	99	183.923	3.88298e+06	7.1e-09	0	0	408	100	408	100	99	ok	105	7.000	3.88298e+06	8.7e-11	134	270	407	104	407	106	105
qcqp1500-1nc	1500	10508	t	2751	600.000	4.77925e+06	5.8e-09	0	0	3015	2746	3015	2753	2751	ok	1394	148.113	4.77838e+06	8.7e-11	3277	3743	1684	1395	1686	1396	1394
qcqp500-3c	500	120	ok	329	307.174	-1.17336e+07	8.8e-08	0	0	3019	330	3019	330	329	i	3000	170.497	-1.55411e+06	3.0e+01	3010	8881	53645	3001	53645	3002	3000
qcqp500-3nc	500	120	ok	131	111.760	-2.12353e+07	2.6e-08	0	0	141	120	141	133	131	ok	129	6.986	-2.12353e+07	2.2e-09	264	156	244	130	248	133	129
qcqp750-2c	750	138	ok	71	146.310	-1.59333e+07	1.8e-06	0	0	137	54	158	73	71	ok	764	65.002	-1.59333e+07	7.0e-10	773	1660	10609	765	10609	766	764
qcqp750-2nc	750	138	ok	127	357.866	-2.1619e+07	2.1e-08	0	0	429	116	500	131	127	ok	115	12.278	-2.1619e+07	1.5e-09	221	129	148	116	168	118	115
qssp180	196024	130141	ok	24	50.784	-6.63945	8.3e-02	0	0	25	25	26	25	24	ok	28	5.728	-6.63945	2.5e-11	29	38	30	29	30	29	28
robot_1600	14399	9601	ok	35	6.278	9.14092	8.5e-16	0	0	43	36	43	36	35	ok	36	0.975	9.14092	8.9e-13	42	79	44	37	44	37	36
robot_a	1001	52013	t	3000	600.000	8.65351	1.2e+00	0	0	3002	3001	36477	3001	3000	i	3000	75.944	5.85445	1.3e+00	4329	4872	22454	3001	33671	3032	3000
robot_b	1001	52013	t	3000	600.000	15.2596	1.1e+03	0	0	3002	3001	33595	3001	3000	ok	2907	73.173	2.3331	2.7e-09	5596	5294	25182	2908	29347	2923	2907
robot_c	1001	52013	t	3000	600.000	29.0105	2.5e+01	0	0	3332	3001	34117	3001	3000	i	3000	84.841	11.5656	1.1e+00	7567	6083	36253	3001	36253	3001	3000
rocket_12800	51201	38400	ok	30	23.161	1.01279	2.2e-16	0	0	31	31	31	31	30	ok	195	10.647	1.01279	5.8e-15	214	243	322	195	322	196	194
steering_12800	64000	51201	ok	23	49.247	0.554571	7.1e-15	0	0	25	24	25	24	23	ok	23	1.631	0.554571	7.1e-15	29	34	25	24	25	24	23
svanberg	50000	50000	ok	34	25.943	83623.8	5.3e-09	0	0	35	35	58	35	34	ok	34	1.260	83623.8	5.3e-09	52	50	53	35	53	35	34