tuning_time draws tuning_draws model potential sampling_time adaptation_window adaptation_window_multiplier trials median_amortized_ess median_ess
30 5.435366 4000 500 Non-isotropic multivariate normal Full Expanding (128 x 2) 3.484939 128 2.0 12 549.770622 1407.235209
33 5.680147 4000 500 Non-isotropic multivariate normal Full Expanding (64 x 2) 3.671229 64 2.0 12 544.429469 1386.780009
34 5.806757 4000 500 Non-isotropic multivariate normal Full 4.061146 101 1.0 11 522.723231 1270.129689
35 2.761411 4000 500 Non-isotropic multivariate normal Diagonal Expanding (32 x 2) 5.319710 32 2.0 13 510.460066 775.435085
38 2.775020 4000 500 Non-isotropic multivariate normal Diagonal 5.162896 101 1.0 13 505.856463 777.750694
39 6.802377 4000 1000 Non-isotropic multivariate normal Full Expanding (128 x 2) 3.017682 128 2.0 11 501.242602 1631.130115
41 2.829409 4000 500 Non-isotropic multivariate normal Diagonal Expanding (8 x 2) 5.297791 8 2.0 13 480.940224 737.797593
42 2.789723 4000 500 Non-isotropic multivariate normal Diagonal Expanding (128 x 2) 5.391968 128 2.0 13 476.591848 723.173302
43 7.050974 4000 1000 Non-isotropic multivariate normal Full Expanding (64 x 2) 3.222011 64 2.0 11 476.422480 1519.014206
45 7.774938 4000 1000 Non-isotropic multivariate normal Full 3.951585 101 1.0 10 453.436501 1345.597642
51 9.741137 4000 2000 Non-isotropic multivariate normal Full Expanding (64 x 2) 3.031227 64 2.0 10 402.316162 1695.199487
52 9.511895 4000 2000 Non-isotropic multivariate normal Full Expanding (128 x 2) 3.123398 128 2.0 10 399.539668 1616.442741
53 5.380563 4000 1000 Non-isotropic multivariate normal Diagonal Expanding (32 x 2) 5.231092 32 2.0 11 398.991568 809.383737
56 5.527496 4000 1000 Non-isotropic multivariate normal Diagonal Expanding (128 x 2) 5.258885 128 2.0 11 392.081694 804.189997
57 5.297792 4000 1000 Non-isotropic multivariate normal Diagonal 5.341525 101 1.0 11 387.023040 770.877356
58 5.506877 4000 1000 Non-isotropic multivariate normal Diagonal Expanding (8 x 2) 5.221208 8 2.0 11 381.823197 784.537206
64 11.863005 4000 2000 Non-isotropic multivariate normal Full 3.940138 101 1.0 9 332.686426 1334.341931
67 10.866922 4000 2000 Non-isotropic multivariate normal Diagonal Expanding (128 x 2) 5.403947 128 2.0 9 256.933703 773.607634
68 10.916293 4000 2000 Non-isotropic multivariate normal Diagonal Expanding (8 x 2) 5.265028 8 2.0 9 256.220424 787.457307
69 10.681615 4000 2000 Non-isotropic multivariate normal Diagonal 5.383973 101 1.0 9 244.734349 730.278781
70 10.440104 4000 2000 Non-isotropic multivariate normal Diagonal Expanding (32 x 2) 5.345556 32 2.0 9 242.970322 717.501958