chamber	n_training	n_validation	n_test	latent_dim_c	latent_dim_s	n_channels_enc	n_channels_dec_c	n_channels_dec_s	convolution_type	reduction_factors	optimizer_name	lr	betas	weight_decay	epochs	best_epoch	epoch	w_kl	w_s	test_loss
Left atrium	6000	2000	2000	8	8	[16, 16, 32, 32]	[16, 16, 32, 32]	[16, 16, 32, 32]	Chebyshev	[3, 3, 2, 2]	Adam	3,00E-05	[0.5, 0.99]	5	1000	999.0	999.0	1,00E-04	1	1,85
Left atrium	6000	2000	2000	8	8	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 2, 2]	Adam	3,00E-05	[0.5, 0.99]	5	1000	999.0	999.0	1,00E-05	1	1,69
Left atrium	6000	2000	2000	16	16	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 3, 3]	Adam	3,00E-05	[0.5, 0.99]	5	1000	92.0	102.0	0.0	1	1,68
Left atrium	6000	2000	2000	16	16	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 3, 3]	Adam	1,00E-05	[0.5, 0.99]	5	1000	181.0	191.0	0.0	1	2,03
Left atrium	6000	2000	2000	8	8	[16, 16, 32, 32]	[16, 16, 32, 32]	[16, 16, 32, 32]	Chebyshev	[3, 3, 2, 2]	Adam	3,00E-05	[0.5, 0.99]	5	1000	999.0	999.0	1,00E-04	1	2,53
Left ventricle	6000	2000	2000	16	16	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 3, 3]	Adam	1,00E-05	[0.5, 0.99]	5	1000	172.0	182.0	1,00E-04	1	1,52
Left ventricle	6000	2000	2000	8	8	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 4, 4]	Adam	1,00E-05	[0.5, 0.99]	5	1000	150.0	160.0	0.01	1	2,82
Left ventricle	6000	2000	2000	16	16	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 3, 3]	Adam	0	[0.5, 0.99]	5	1000	99.0	109.0	1,00E-04	1	0,79
Left ventricle	6000	2000	2000	16	16	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 3, 3]	Adam	1,00E-05	[0.5, 0.99]	5	1000	157.0	167.0	0.0	1	1,71
Left ventricle	6000	2000	2000	16	16	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 4, 4]	Adam	1,00E-05	[0.5, 0.99]	5	1000	235.0	245.0	1,00E-04	1	1,35
Right atrium	6000	2000	2000	16	16	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 4, 4]	Adam	1,00E-05	[0.5, 0.99]	5	1000	169.0	179.0	0.0	1	3,14
Right atrium	6000	2000	2000	8	8	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 4, 4]	Adam	0	[0.5, 0.99]	5	1000	109.0	119.0	0.0	1	
Right atrium	6000	2000	2000	8	8	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 2, 2]	Adam	1,00E-05	[0.5, 0.99]	5	1000	999.0	999.0	1,00E-04	1	2,59
Right atrium	6000	2000	2000	8	8	[16, 16, 32, 32]	[16, 16, 32, 32]	[16, 16, 32, 32]	Chebyshev	[3, 3, 2, 2]	Adam	1,00E-05	[0.5, 0.99]	5	1000	999.0	999.0	1,00E-04	1	0,45
Right atrium	6000	2000	2000	8	8	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 2, 2]	Adam	1,00E-05	[0.5, 0.99]	5	1000	999.0	999.0	1,00E-04	1	1,58
Right ventricle	6000	2000	2000	16	16	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 4, 4]	Adam	1,00E-05	[0.5, 0.99]	5	1000	170.0	180.0	0.0	1	1,86
Right ventricle	6000	2000	2000	16	16	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 4, 4]	Adam	1,00E-05	[0.5, 0.99]	5	1000	147.0	157.0	0.01	1	2,20
Right ventricle	6000	2000	2000	16	16	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 4, 4]	Adam	1,00E-05	[0.5, 0.99]	5	1000	153.0	163.0	0.0	1	2,08
Right ventricle	6000	2000	2000	8	8	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 2, 2]	Adam	3,00E-05	[0.5, 0.99]	5	1000	999.0	999.0	1,00E-06	1	1,75
Right ventricle	6000	2000	2000	16	16	[64, 64, 32, 32]	[64, 64, 32, 32]	[64, 64, 32, 32]	Chebyshev	[3, 3, 4, 4]	Adam	1,00E-05	[0.5, 0.99]	5	1000	203.0	213.0	1,00E-04	1	1,67