tuning_time draws tuning_draws model potential sampling_time adaptation_window adaptation_window_multiplier trials median_amortized_ess median_ess
40 6.769980 4000 500 Low-rank multivariate normal Full Expanding (64 x 2) 3.423403 64 2.0 11 489.051875 1456.180631
48 8.191345 4000 500 Low-rank multivariate normal Full 3.951348 101 1.0 10 436.914697 1342.661764
49 8.168822 4000 1000 Low-rank multivariate normal Full Expanding (64 x 2) 3.391092 64 2.0 11 436.183219 1486.907462
54 8.895854 4000 500 Low-rank multivariate normal Full Expanding (128 x 2) 3.427439 128 2.0 10 395.686288 1422.699110
59 10.253310 4000 1000 Low-rank multivariate normal Full 4.086776 101 1.0 9 369.893833 1297.920148
61 10.342306 4000 1000 Low-rank multivariate normal Full Expanding (128 x 2) 3.224326 128 2.0 10 359.711398 1513.517093
63 10.968152 4000 2000 Low-rank multivariate normal Full Expanding (64 x 2) 3.296469 64 2.0 9 347.834772 1505.165505
65 13.071834 4000 2000 Low-rank multivariate normal Full Expanding (128 x 2) 3.071665 128 2.0 9 324.685695 1706.424006
66 14.173880 4000 2000 Low-rank multivariate normal Full 4.098468 101 1.0 8 279.063629 1244.167514
95 73.515359 4000 500 Low-rank multivariate normal Diagonal Expanding (128 x 2) 198.007509 128 2.0 2 11.814003 16.201872
97 70.915120 4000 500 Low-rank multivariate normal Diagonal Expanding (32 x 2) 200.815562 32 2.0 2 10.671446 14.440724
109 74.264685 4000 500 Low-rank multivariate normal Diagonal Expanding (8 x 2) 198.707606 8 2.0 2 4.925096 6.767432
110 72.420099 4000 500 Low-rank multivariate normal Diagonal 202.920756 101 1.0 2 4.574442 6.212604
111 185.438814 4000 1000 Low-rank multivariate normal Diagonal Expanding (128 x 2) 201.155391 128 2.0 2 2.263318 4.349947
113 180.582675 4000 1000 Low-rank multivariate normal Diagonal 198.691365 101 1.0 2 1.893660 3.616303
117 181.994822 4000 1000 Low-rank multivariate normal Diagonal Expanding (32 x 2) 197.944130 32 2.0 2 1.619832 3.110300
118 186.110410 4000 1000 Low-rank multivariate normal Diagonal Expanding (8 x 2) 201.674525 8 2.0 2 1.501580 2.887700
120 398.863173 4000 2000 Low-rank multivariate normal Diagonal 203.063784 101 1.0 2 1.417039 4.201367
122 407.280956 4000 2000 Low-rank multivariate normal Diagonal Expanding (8 x 2) 208.034872 8 2.0 2 1.220007 3.608994
123 401.594612 4000 2000 Low-rank multivariate normal Diagonal Expanding (32 x 2) 203.783790 32 2.0 2 1.175291 3.499646
124 408.662175 4000 2000 Low-rank multivariate normal Diagonal Expanding (128 x 2) 201.689586 128 2.0 2 1.079417 3.273504