tuning_time	draws	tuning_draws	model	potential	sampling_time	adaptation_window	adaptation_window_multiplier	trials	median_amortized_ess	median_ess
0	0.902067	4000	500	Eight schools	Diagonal	2.379087	101	1.0	20	1297.355934	1789.285594
1	0.919502	4000	500	Eight schools	Diagonal Expanding (32 x 2)	2.355713	32	2.0	20	1226.893154	1705.849563
2	0.899478	4000	500	Eight schools	Diagonal Expanding (8 x 2)	2.660490	8	2.0	19	1126.829120	1507.795830
3	0.949662	4000	500	Eight schools	Diagonal Expanding (128 x 2)	2.783760	128	2.0	19	1115.725360	1496.347910
4	1.128133	4000	500	Eight schools	Full	2.656337	101	1.0	18	1087.428508	1549.254555
5	1.651828	4000	1000	Eight schools	Diagonal Expanding (32 x 2)	2.352253	32	2.0	18	1041.467848	1772.924258
6	1.139578	4000	500	Eight schools	Full Expanding (64 x 2)	2.704108	64	2.0	18	991.854365	1409.846532
7	1.171661	4000	500	Eight schools	Full Expanding (128 x 2)	2.791478	128	2.0	18	987.119282	1401.440995
8	1.705817	4000	1000	Eight schools	Diagonal	2.466632	101	1.0	17	969.974838	1640.768021
9	1.765376	4000	1000	Eight schools	Diagonal Expanding (8 x 2)	2.748476	8	2.0	17	922.098833	1514.373089
10	1.843983	4000	1000	Eight schools	Diagonal Expanding (128 x 2)	2.853632	128	2.0	17	890.641423	1466.163162
11	2.116010	4000	1000	Eight schools	Full Expanding (64 x 2)	2.736409	64	2.0	16	840.776204	1490.987064
12	2.119537	4000	1000	Eight schools	Full Expanding (128 x 2)	2.733728	128	2.0	16	803.079330	1425.739199
14	2.130854	4000	1000	Eight schools	Full	2.992543	101	1.0	16	778.721987	1333.234652
17	3.149811	4000	2000	Eight schools	Diagonal Expanding (32 x 2)	2.401372	32	2.0	15	704.296567	1628.102103
18	3.189085	4000	2000	Eight schools	Diagonal	2.411580	101	1.0	15	694.732847	1613.451015
19	3.335662	4000	2000	Eight schools	Diagonal Expanding (8 x 2)	2.452130	8	2.0	15	684.771563	1616.274513
21	3.405467	4000	2000	Eight schools	Diagonal Expanding (128 x 2)	2.582061	128	2.0	15	645.612615	1497.107868
25	3.989231	4000	2000	Eight schools	Full Expanding (64 x 2)	2.642262	64	2.0	14	611.387224	1534.446971
29	4.090900	4000	2000	Eight schools	Full Expanding (128 x 2)	2.985503	128	2.0	13	552.603835	1309.811762
31	4.036981	4000	2000	Eight schools	Full	2.833174	101	1.0	14	548.970962	1331.220522