Board

The lowest cost on every problem. The problem page lists the full ranking, the performance profile, and the cost distribution.

Scoring rules.

Lennard-Jones 38 clusters

Newtons Method maxstep=0.25

PAR-279

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
Newtons Method maxstep=0.25	Minimizers	1	force calls	79	79		79	0	0	0 failed	1000

Lennard-Jones 38 clusters with Gaussian force noise

rgmin (0.4.1) · DOGLEG

PAR-281.881

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
rgmin (0.4.1) · DOGLEG	Minimizers	1	force calls	81.881		79	81.881	80.881	9220.43	crash 0, divergence 0, cap 0, wrong_stationary 0	1000

Morse bulk

rgmin (0.4.1) · NEWTON

PAR-28.35

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
rgmin (0.4.1) · NEWTON	Minimizers	1	force calls	8.35		9	8.35	7.35		crash 0, divergence 0, cap 0, wrong_stationary 0	100

Pt heptamer island

Sella (2.6.0) · Sella

PAR-25201.62

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
Sella (2.6.0) · Sella	Single-ended saddle	1	force calls per search	5201.62		225	247.812	0	0	crash 0, divergence 0, cap 0, wrong_stationary 4	16

LJ38 double-ended saddle

OPTIM · DNEB + hybrid eigenvector following

PAR-2131

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Per-image mean	Hessians	FD calls	Failures	Runs
OPTIM · DNEB + hybrid eigenvector following	Connect / double-ended	1	force calls	131	131	120	131		0	0	0 failed	50

Lennard-Jones 38 transition-state separation

Eon svn (r2549) · Lanczos improved L-BFGS

PAR-2502.784

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Per-image mean	Hessians	FD calls	Failures	Runs
Eon svn (r2549) · Lanczos improved L-BFGS	Minimum mode	1	force calls	502.784		418	502.784	100.557	0	0	crash 0, divergence 0, cap 0, wrong_stationary 0	51

Pt heptamer island

OPTIM · DNEB + hybrid eigenvector following

PAR-2103

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Per-image mean	Hessians	FD calls	Failures	Runs
OPTIM · DNEB + hybrid eigenvector following	Connect / double-ended	1	force calls	103	103	98	103		0	0	0 failed	59

Binary Lennard-Jones 100

GMIN · basin-hopping

Published-589.507

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
GMIN · basin-hopping	Basin hopping / global	1	lowest energy (epsilon)		-589.507			0	0	not recorded	100

Lennard-Jones 150

GMIN (df8da599) · basin-hopping

PAR-21.75804e+06

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
GMIN (df8da599) · basin-hopping	Basin hopping / global	1	force calls	1.75804e+06		1.14412e+06	1.65804e+06	0	0	crash 0, divergence 0, cap 1, wrong_stationary 0	100

Lennard-Jones 38 global minimum

GMIN (df8da599) · basin-hopping with continuous symmetry measures

PAR-25883.83

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
GMIN (df8da599) · basin-hopping with continuous symmetry measures	Basin hopping / global	1	force calls	5883.83		3980.5	5883.83	0	0	crash 0, divergence 0, cap 0, wrong_stationary 0	100

Lennard-Jones 75

GMIN · basin-hopping with symmetrise csm moves

PAR-260692

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
GMIN · basin-hopping with symmetrise csm moves	Basin hopping / global	1	force calls	60692	60692	38118	60692	0	0	0 failed	200

Lennard-Jones 98

GMIN (df8da599) · basin-hopping with core-orbit symmetrisation

PAR-2282815

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
GMIN (df8da599) · basin-hopping with core-orbit symmetrisation	Basin hopping / global	1	force calls	282815		173058	282815	0	0	crash 0, divergence 0, cap 0, wrong_stationary 0	100

TIP4P 10

GMIN · linear temperature basin-paving

PAR-216099

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
GMIN · linear temperature basin-paving	Basin hopping / global	1	force calls	16099	16099	11387	16099	0	0	0 failed	10000

TIP4P 15

GMIN · linear temperature basin-paving

PAR-2625362

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
GMIN · linear temperature basin-paving	Basin hopping / global	1	force calls	625362	625362	416929	625362	0	0	0 failed	500

TIP4P 20

GMIN · linear temperature basin-paving

PAR-22.55667e+07

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
GMIN · linear temperature basin-paving	Basin hopping / global	1	force calls	2.55667e+07	2.55667e+07	1.81821e+07	2.55667e+07	0	0	0 failed	100

Lennard-Jones 38

Sella (0.1.1) · lowest eigenvector

PAR-217.8

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
Sella (0.1.1) · lowest eigenvector	Minimum mode	1	force calls	17.8		17	17.8	0	0	crash 0, divergence 0, cap 0, wrong_stationary 0	200

Lennard-Jones 38

Sella (2.6.0) · Sella

PAR-268.74

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
Sella (2.6.0) · Sella	Single-ended saddle	1	force calls	68.74		59.5	68.74	0	0	crash 0, divergence 0, cap 0, wrong_stationary 0	200

Pt heptamer island

Sella (0.1.1) · sella

PAR-253

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
Sella (0.1.1) · sella	Single-ended saddle	1	force calls	53	53	51	53	0	0	0 failed	49

Ethene

n2p2 (2.3.0) · Kalman energy

PAR-217397.1

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
n2p2 (2.3.0) · Kalman energy	Minimizers	1	loss-gradient evaluations	17397.1		10000	9397.12	0	0	crash 0, divergence 0, cap 40, wrong_stationary 0	50

EMT Pt 38 nanoparticle

n2p2 (2.3.0) · Kalman energy

PAR-225.02

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
n2p2 (2.3.0) · Kalman energy	Minimizers	1	loss-gradient evaluations	25.02		14	25.02	0	0	crash 0, divergence 0, cap 0, wrong_stationary 0	50

Pt heptamer island

geodesic (1.0.0) · CI-NEB-LBFGS geodesic

PAR-2318.923

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Per-image mean	Hessians	FD calls	Failures	Runs
geodesic (1.0.0) · CI-NEB-LBFGS geodesic	Band / NEB	1	force calls per band	318.923		314	318.923	39.8654	0	0	crash 0, divergence 0, cap 0, wrong_stationary 0	13

EAM aluminum

eOn (r2006) · Dimer-CG rotation: max=10 tol=1

Published21070

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
eOn (r2006) · Dimer-CG rotation: max=10 tol=1	Minimum mode	1	force calls		21070		21070	0	0	not recorded	432

Pt heptamer island

TSASE · quenchDimer+neb-QM

Published293200

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
TSASE · quenchDimer+neb-QM	Band / NEB	1	force calls		293200		293200	0	0	not recorded	10

Al adatom on Al(100) at 250 K

eOn · parallel replica

Published2.54294e+08

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
eOn · parallel replica	Minimizers	1	escape rate (1/s)		2.54294e+08			0	0	not recorded	1

Al adatom on Al(100) at 150 K

eOn · parallel replica

Published835900

Row	Family	Family rank	Unit	PAR-2	Published	Median calls	Mean calls	Hessians	FD calls	Failures	Runs
eOn · parallel replica	Minimizers	1	escape rate (1/s)		835900			0	0	not recorded	1

Not scored

• results/campaign/eon-3.5.0-de-lj38-ci-neb.dat: no per-start record
• results/campaign/eon-3.5.0-de-lj38-ci-swdneb.dat: no per-start record
• results/campaign/eon-3.5.0-neb-pt-cg.dat: no per-start record
• results/campaign/eon-3.5.0-neb-pt-fire.dat: no per-start record
• results/campaign/eon-3.5.0-neb-pt-lbfgs.dat: no per-start record
• results/campaign/eon-3.5.0-neb-pt-qm.dat: no per-start record
• results/campaign/eon-client-cg.dat: no per-start record
• results/campaign/eon-client-fire.dat: no per-start record
• results/campaign/eon-client-lbfgs-m100.dat: no per-start record
• results/campaign/eon-client-lbfgs-m20.dat: no per-start record
• results/campaign/eon-client-morse-cg.dat: no per-start record
• results/campaign/eon-client-morse-fire.dat: no per-start record
• results/campaign/eon-client-morse-lbfgs.dat: no per-start record
• results/campaign/eon-client-morse-sd.dat: no per-start record
• results/campaign/eon-client-qm.dat: no per-start record
• results/campaign/eon-client-sd-twopoint.dat: no per-start record
• results/campaign/eon-client-sd.dat: no per-start record
• results/campaign/eon-svn-cg.dat: no per-start record
• results/campaign/eon-svn-fire.dat: no per-start record
• results/campaign/eon-svn-lbfgs-m100.dat: no per-start record
• results/campaign/eon-svn-lbfgs-m20.dat: no per-start record
• results/campaign/eon-svn-morse-cg.dat: no per-start record
• results/campaign/eon-svn-morse-fire.dat: no per-start record
• results/campaign/eon-svn-morse-lbfgs.dat: no per-start record
• results/campaign/eon-svn-morse-sd.dat: no per-start record
• results/campaign/eon-svn-qm.dat: no per-start record
• results/campaign/eon-svn-sd-twopoint.dat: no per-start record
• results/campaign/eon-svn-sd.dat: no per-start record
• results/campaign/gmin-paper-lj150-nosym.dat: no per-start record
• results/campaign/gmin-paper-lj150-symmetrise.dat: no per-start record
• results/campaign/gmin-paper-lj38-csm.dat: no per-start record
• results/campaign/gmin-paper-lj38-nosym.dat: no per-start record
• results/campaign/gmin-paper-lj38-symmetrise.dat: no per-start record
• results/campaign/gmin-paper-lj75.dat: no per-start record
• results/campaign/gmin-paper-lj98-nosym.dat: no per-start record
• results/campaign/gmin-paper-lj98-symmetrise.dat: no per-start record
• results/campaign/gmin-paper-tip4p10-tbp.dat: no per-start record
• results/campaign/gmin-paper-tip4p10.dat: no per-start record
• results/campaign/gmin-paper-tip4p15-tbp.dat: no per-start record
• results/campaign/gmin-paper-tip4p15.dat: no per-start record
• results/campaign/gmin-paper-tip4p20-tbp.dat: no per-start record
• results/campaign/gmin-paper-tip4p20.dat: no per-start record
• results/campaign/pele-0.1.2-lbfgs-M1-maxstep0.1.dat: no per-start record
• results/campaign/pele-0.1.2-lbfgs-M10-maxstep0.1.dat: no per-start record
• results/campaign/pele-0.1.2-lbfgs-M100-maxstep0.2.dat: no per-start record
• results/campaign/pele-0.1.2-lbfgs-M20-maxstep0.1.dat: no per-start record
• results/campaign/pele-0.1.2-lbfgs-M4-maxstep0.05.dat: no per-start record
• results/campaign/pele-0.1.2-lbfgs-M4-maxstep0.1.dat: no per-start record
• results/campaign/pele-0.1.2-lbfgs-M4-maxstep0.2.dat: no per-start record
• results/campaign/sella-2.6.0-ts-lj38.dat: no per-start record
• results/asv/ade7c5132e47bb4008b9d4c8ddb26492e9e7287d: AseMorseGpminTuned ("'0'", "'pos_0000.con'") track_force_calls was skipped or failed
• results/asv/d4513f42b39edd0b69ade46ce63fd106e0f406c3: Lj38EonCg ("'0'", "'lj38-clusters/cluster_0000.con'") track_force_calls was skipped or failed
• results/asv/d4513f42b39edd0b69ade46ce63fd106e0f406c3: Lj38EonFire ("'0'", "'lj38-clusters/cluster_0000.con'") track_force_calls was skipped or failed
• results/asv/d4513f42b39edd0b69ade46ce63fd106e0f406c3: Lj38EonLbfgsM100 ("'0'", "'lj38-clusters/cluster_0000.con'") track_force_calls was skipped or failed
• results/asv/d4513f42b39edd0b69ade46ce63fd106e0f406c3: Lj38EonLbfgsM20 ("'0'", "'lj38-clusters/cluster_0000.con'") track_force_calls was skipped or failed
• results/asv/d4513f42b39edd0b69ade46ce63fd106e0f406c3: Lj38EonQm ("'0'", "'lj38-clusters/cluster_0000.con'") track_force_calls was skipped or failed
• results/asv/d4513f42b39edd0b69ade46ce63fd106e0f406c3: Lj38EonSd ("'0'", "'lj38-clusters/cluster_0000.con'") track_force_calls was skipped or failed
• results/asv/d4513f42b39edd0b69ade46ce63fd106e0f406c3: Lj38EonSdTwopoint ("'0'", "'lj38-clusters/cluster_0000.con'") track_force_calls was skipped or failed
• results/asv/d4513f42b39edd0b69ade46ce63fd106e0f406c3: Pending.track_success matched nothing in commit d4513f42b39edd0b69ade46ce63fd106e0f406c3
• results/asv/1999eab667e0b9e0e4108c2d59c0fb9d9a6fadec: TrackedSearch () track_force_calls was skipped or failed

Not a problem template

• bench_sella_loweig.Lj38Loweig: benchmark bench_sella_loweig.Lj38Loweig is not a problem template
• quadratic.QuadraticDimer: benchmark quadratic.QuadraticDimer is not a problem template
• quadratic.QuadraticDisplacement: benchmark quadratic.QuadraticDisplacement is not a problem template
• quadratic.QuadraticFailureCap: benchmark quadratic.QuadraticFailureCap is not a problem template
• quadratic.QuadraticFailureCrash: benchmark quadratic.QuadraticFailureCrash is not a problem template
• quadratic.QuadraticFailureDivergence: benchmark quadratic.QuadraticFailureDivergence is not a problem template
• quadratic.QuadraticFailureWrongStationary: benchmark quadratic.QuadraticFailureWrongStationary is not a problem template
• quadratic.QuadraticKept: benchmark quadratic.QuadraticKept is not a problem template
• quadratic.QuadraticNoise0: benchmark quadratic.QuadraticNoise0 is not a problem template
• quadratic.QuadraticNoise1em02: benchmark quadratic.QuadraticNoise1em02 is not a problem template
• quadratic.QuadraticNoise1em03: benchmark quadratic.QuadraticNoise1em03 is not a problem template
• quadratic.QuadraticNoise1em04: benchmark quadratic.QuadraticNoise1em04 is not a problem template
• quadratic.QuadraticProfileCap30: benchmark quadratic.QuadraticProfileCap30 is not a problem template
• quadratic.QuadraticProfileStep001: benchmark quadratic.QuadraticProfileStep001 is not a problem template
• quadratic.QuadraticProfileStep005: benchmark quadratic.QuadraticProfileStep005 is not a problem template