Best found solutions

We also provide the chromosomes of the best found solutions. You can use them in the evaluation script to compare with our paper.

MNIST

Chromosome	Accuracy	Energy	Latency	Memory
NASCaps-MNIST-fbd	99.42	248.50 mJ	4.55 ms	20,770 KiB
NASCaps-MNIST-b37	99.34	239.91 mJ	5.90 ms	16,846 KiB
NASCaps-MNIST-1bf	99.33	32.39 mJ	3.03 ms	9,471 KiB
NASCaps-MNIST-f5f	99.31	41.28 mJ	4.10 ms	7,502 KiB
NASCaps-MNIST-04a	99.21	24.77 mJ	2.22 ms	7,884 KiB
DeepCaps	99.20	36.30 mJ	4.29 ms	9,051 KiB
NASCaps-MNIST-a30	98.93	20.37 mJ	1.91 ms	7,018 KiB
NASCaps-MNIST-334	98.90	18.72 mJ	1.60 ms	6,625 KiB
NASCaps-MNIST-903	98.66	9.95 mJ	0.96 ms	4,613 KiB
CapsNet	98.60	88.80 mJ	1.82 ms	8,572 KiB
NASCaps-MNIST-5da	98.57	3.11 mJ	1.09 ms	3,061 KiB
NASCaps-MNIST-cf9	98.49	1.41 mJ	0.60 ms	988 KiB
NASCaps-MNIST-a67	98.48	1.08 mJ	0.51 ms	1,121 KiB
NASCaps-MNIST-0f6	98.30	0.52 mJ	1.69 ms	8,554 KiB
NASCaps-MNIST-618	98.26	0.08 mJ	0.30 ms	1,073 KiB
NASCaps-MNIST-453	98.08	1.33 mJ	0.57 ms	645 KiB
NASCaps-MNIST-6fb	97.69	0.32 mJ	0.12 ms	206 KiB
NASCaps-MNIST-b37	97.00	0.01 mJ	0.04 ms	99 KiB
NASCaps-MNIST-a94	96.99	0.01 mJ	0.03 ms	100 KiB
NASCaps-MNIST-f1a	96.84	0.00 mJ	0.03 ms	99 KiB
NASCaps-MNIST-66b	94.55	0.25 mJ	0.08 ms	82 KiB
NASCaps-MNIST-f8c	93.09	0.02 mJ	0.13 ms	71 KiB

Chromosome	Accuracy	Energy	Latency	Memory
DeepCaps	90.11	36.30 mJ	4.29 ms	9,052 KiB
NASCaps-FMNIST-aed	88.94	5.60 mJ	1.92 ms	8,776 KiB
NASCaps-FMNIST-44f	87.85	5.53 mJ	2.17 ms	8,740 KiB
NASCaps-FMNIST-d9c	87.84	18.71 mJ	1.61 ms	6,706 KiB
NASCaps-FMNIST-796	87.79	6.58 mJ	2.61 ms	8,719 KiB
NASCaps-FMNIST-10a	87.75	4.20 mJ	0.88 ms	3,345 KiB
NASCaps-FMNIST-926	87.49	1.24 mJ	1.56 ms	7,873 KiB
NASCaps-FMNIST-d05	87.30	2.02 mJ	2.02 ms	4,591 KiB
NASCaps-FMNIST-d4d	87.26	3.29 mJ	1.20 ms	1,389 KiB
NASCaps-FMNIST-320	87.19	0.41 mJ	0.47 ms	1,148 KiB
CapsNet	86.17	88.80 mJ	1.82 ms	8,573 KiB
NASCaps-FMNIST-d96	81.87	0.13 mJ	0.30 ms	209 KiB

Chromosome	Accuracy	Energy	Latency	Memory
[DeepCaps	96.10	36.30 mJ	4.29 ms	9,051 KiB
NASCaps-SVHN-9df	94.93	26.44 mJ	2.69 ms	7,439 KiB
NASCaps-SVHN-ff4	94.37	19.72 mJ	1.81 ms	7,010 KiB
NASCaps-SVHN-e95	94.25	18.96 mJ	1.59 ms	6,470 KiB
NASCaps-SVHN-022	90.69	20.97 mJ	1.31 ms	4,727 KiB
NASCaps-SVHN-3ca	90.52	25.20 mJ	1.73 ms	3,375 KiB
NASCaps-SVHN-2a6	90.49	1.07 mJ	3.02 ms	14,465 KiB
NASCaps-SVHN-33c	90.43	16.73 mJ	0.88 ms	2,860 KiB
NASCaps-SVHN-ba3	90.37	8.53 mJ	1.62 ms	2,965 KiB
NASCaps-SVHN-7b2	90.14	8.08 mJ	1.45 ms	2,787 KiB
NASCaps-SVHN-0e1	90.08	16.65 mJ	0.83 ms	2,784 KiB
NASCaps-SVHN-b34	89.32	2.56 mJ	0.60 ms	1,086 KiB
CapsNet	88.30	88.80 mJ	1.82 ms	8,572 KiB
NASCaps-SVHN-431	88.30	0.24 mJ	0.21 ms	441 KiB
NASCaps-SVHN-812	86.89	0.24 mJ	0.21 ms	435 KiB
NASCaps-SVHN-53b	86.74	0.12 mJ	0.47 ms	2,033 KiB
NASCaps-SVHN-257	85.74	0.09 mJ	0.45 ms	1,483 KiB
NASCaps-SVHN-a20	83.87	0.13 mJ	0.18 ms	379 KiB
NASCaps-SVHN-213	83.14	0.05 mJ	0.41 ms	1,482 KiB
NASCaps-SVHN-aaa	83.04	0.78 mJ	0.21 ms	368 KiB
NASCaps-SVHN-4f6	75.02	0.13 mJ	0.73 ms	521 KiB

Chromosome	Accuracy	Energy	Latency	Memory
DeepCaps	87.10	36.30 mJ	4.28 ms	9051 KiB
NASCaps-C10-f1e	85.99	17.38 mJ	1.52 ms	6,319 KiB
NASCaps-C10-a0d	74.11	4.52 mJ	1.11 ms	1,718 KiB
NASCaps-C10-9fd	74.00	5.10 mJ	0.36 ms	712 KiB
NASCaps-C10-658	73.91	5.06 mJ	1.53 ms	5,572 KiB
NASCaps-C10-458	73.82	11.57 mJ	1.12 ms	1,740 KiB
NASCaps-C10-51d	73.03	11.98 mJ	0.80 ms	1,747 KiB
NASCaps-C10-9c9	69.50	1.40 mJ	2.97 ms	1,4578 KiB
NASCaps-C10-6c2	67.15	0.02 mJ	0.10 ms	422 KiB
CapsNet	55.85	88.80 mJ	1.82 ms	8,572 KiB
NASCaps-C10-e03	49.32	0.09 mJ	0.69 ms	360 KiB
NASCaps-C10-f89	49.19	0.03 mJ	0.14 ms	422 KiB
NASCaps-C10-579	48.35	0.09 mJ	0.65 ms	360 KiB
NASCaps-C10-02c	10.02	15.11 mJ	1.32 ms	1,779 KiB
NASCaps-C10-fe9	10.00	0.08 mJ	0.65 ms	360 KiB
NASCaps-C10-eb4	10.00	4.96 mJ	0.80 ms	1,730 KiB