Pyamff

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Best cost

Best cost for EtheneEthene10⁴10⁵cost (force calls, log scale)n2p2: 17397.1n2p217397.1
A shorter bar is a lower cost on a log scale shared by the codes of this problem.
Best cost for EMT Pt 38 nanoparticleEMT Pt 38 nanoparticle10¹10²cost (force calls, log scale)n2p2: 25.02n2p225.02
A shorter bar is a lower cost on a log scale shared by the codes of this problem.

Results

Ranked rows for this code, one version and one method on each row. PAR-2 counts a finished run as the calls it used and a failed run as twice the cap. An archived row shows the average it published, and its PAR-2 applies that rule to the failures the entry records. Scoring rules.

Every ranked row for this code. Select a column heading to sort.
SuiteProblemRowFamilyFamily rankUnitPAR-2PublishedMedian callsMean callsHessiansFD callsFailuresRuns
Machine learning optimization Ethene Pyamff (8037eb98) · pyamff-rprop10-7-fcoeff0 Minimizers 1 epochs 184.56 0 0 0 failed 50
Machine learning optimization Ethene Pyamff (8037eb98) · pyamff-lbfgs10-7-fcoeff0 Minimizers 2 epochs 2157.14 0 0 0 failed 50
Machine learning optimization Ethene Pyamff (8037eb98) · pyamff-adam10-7-fcoeff0 Minimizers 3 epochs 4395.3 0 0 0 failed 50
Machine learning optimization Ethene Pyamff (8037eb98) · pyamff-rprop10-7-fcoeff0_1 Minimizers 4 epochs 12926.9 0 0 18 failed, class not recorded 50
Machine learning optimization Ethene Pyamff (8037eb98) · pyamff-adam10-7-fcoeff0_1 Minimizers 5 epochs 13876.7 0 0 10 failed, class not recorded 50
Machine learning optimization Ethene Pyamff (8037eb98) · pyamff-lbfgs10-7-fcoeff0_1 Minimizers 6 epochs 23314.5 0 0 19 failed, class not recorded 50
Machine learning optimization EMT Pt 38 nanoparticle Pyamff (8037eb98) · pyamff-rprop10-7-fcoeff0 Minimizers 1 epochs 97.58 0 0 0 failed 50
Machine learning optimization EMT Pt 38 nanoparticle Pyamff (8037eb98) · pyamff-rprop10-7-fcoeff0_1 Minimizers 2 epochs 1022.86 0 0 0 failed 50
Machine learning optimization EMT Pt 38 nanoparticle Pyamff (8037eb98) · pyamff-adam10-7-fcoeff0 Minimizers 3 epochs 1103.24 0 0 0 failed 50
Machine learning optimization EMT Pt 38 nanoparticle Pyamff (8037eb98) · pyamff-adam10-7-fcoeff0_1 Minimizers 4 epochs 1708.8 0 0 0 failed 50
Machine learning optimization EMT Pt 38 nanoparticle Pyamff (8037eb98) · pyamff-lbfgs10-7-fcoeff0 Minimizers 5 epochs 1791.8 0 0 1 failed, class not recorded 50
Machine learning optimization EMT Pt 38 nanoparticle Pyamff (8037eb98) · pyamff-lbfgs10-7-fcoeff0_1 Minimizers 6 epochs 1943.34 0 0 0 failed 50