Results of Tensor Decompositions for INR Training

	backend	embedding	decomp	rank	code	psnr_mean	psnr_std	ssim_mean	ssim_std	duration_s_mean
0	FINER	HE	CP	16	native	21.38	0.01	0.37	0.00	51.32
1	FINER	HE	CP	32	native	22.76	0.03	0.38	0.00	58.50
2	FINER	HE	CP	64	native	22.98	0.20	0.38	0.01	85.39
3	FINER	HE	CP	128	native	22.73	0.28	0.37	0.01	84.08
4	FINER	HE	CP	256	native	22.48	0.14	0.37	0.00	114.58
5	FINER	HE	CP	316	native	22.53	0.28	0.37	0.01	140.76
6	FINER	PE000	CP	16	native	19.78	0.14	0.34	0.00	60.27
7	FINER	PE000	CP	32	native	19.79	0.11	0.34	0.00	56.55
8	FINER	PE000	CP	64	native	19.33	0.24	0.34	0.00	72.96
9	FINER	PE000	CP	128	native	18.91	0.44	0.34	0.00	88.53
10	FINER	PE000	CP	256	native	18.35	0.43	0.34	0.00	115.29
11	FINER	PE000	CP	316	native	18.59	0.22	0.34	0.00	130.84
12	FINER	PE010	CP	16	native	21.34	0.01	0.36	0.00	60.31
13	FINER	PE010	CP	32	native	22.96	0.02	0.38	0.00	60.69
14	FINER	PE010	CP	64	native	24.10	0.08	0.41	0.00	76.90
15	FINER	PE010	CP	128	native	24.38	0.04	0.42	0.00	90.15
16	FINER	PE010	CP	256	native	24.33	0.13	0.42	0.00	112.57
17	FINER	PE010	CP	316	native	24.17	0.14	0.41	0.00	133.00
18	FINER	PE100	CP	16	native	21.45	0.00	0.38	0.00	67.86
19	FINER	PE100	CP	32	native	23.26	0.00	0.42	0.00	66.21
20	FINER	PE100	CP	64	native	24.75	0.05	0.46	0.00	87.11
21	FINER	PE100	CP	128	native	25.32	0.11	0.48	0.01	77.02
22	FINER	PE100	CP	256	native	25.23	0.14	0.47	0.01	132.20
23	FINER	PE100	CP	316	native	25.11	0.18	0.47	0.01	137.05
24	NeuRBF	HE	CP	16	native	19.25	0.24	0.34	0.00	46.44
25	NeuRBF	HE	CP	32	native	19.43	0.09	0.34	0.00	66.90
26	NeuRBF	HE	CP	64	native	20.16	0.18	0.34	0.00	135.87
27	NeuRBF	HE	CP	128	native	20.43	0.05	0.35	0.00	283.05
28	NeuRBF	HE	CP	256	native	13.21	1.95	0.19	0.05	1278.74
29	NeuRBF	HE	CP	316	native	12.03	nan	0.17	nan	1645.22
30	NeuRBF	PE000	CP	16	native	19.29	0.22	0.34	0.00	49.95
31	NeuRBF	PE000	CP	32	native	19.43	0.10	0.34	0.00	65.87
32	NeuRBF	PE000	CP	64	native	20.14	0.16	0.34	0.00	125.73
33	NeuRBF	PE000	CP	128	native	20.41	0.09	0.35	0.00	338.33
34	NeuRBF	PE000	CP	256	native	15.40	4.11	0.23	0.10	1072.41
35	NeuRBF	PE000	CP	316	native	11.60	0.60	0.15	0.03	1652.65
36	NeuRBF	PE010	CP	16	native	19.32	0.23	0.34	0.00	56.68
37	NeuRBF	PE010	CP	32	native	19.43	0.10	0.34	0.00	67.75
38	NeuRBF	PE010	CP	64	native	20.15	0.17	0.34	0.00	144.62
39	NeuRBF	PE010	CP	128	native	20.45	0.07	0.35	0.00	345.55
40	NeuRBF	PE010	CP	256	native	14.20	4.01	0.21	0.09	1258.21
41	NeuRBF	PE010	CP	316	native	12.80	1.10	0.17	0.00	1738.81
42	NeuRBF	PE100	CP	16	native	19.25	0.22	0.34	0.00	56.27
43	NeuRBF	PE100	CP	32	native	19.43	0.09	0.34	0.00	77.38
44	NeuRBF	PE100	CP	64	native	20.16	0.15	0.34	0.00	122.46
45	NeuRBF	PE100	CP	128	native	20.41	0.04	0.35	0.00	322.08
46	NeuRBF	PE100	CP	256	native	14.58	nan	0.23	nan	1053.05
47	NeuRBF	PE100	CP	316	native	12.03	nan	0.17	nan	1655.53
48	ReLU	HE	Baseline	1	TCDNN	29.85	nan	0.81	nan	459.54
49	ReLU	HE	Baseline	1	native	20.59	nan	0.29	nan	1138.71
50	ReLU	HE	CP	16	native	21.43	0.00	0.37	0.00	71.02
51	ReLU	HE	CP	32	native	23.16	0.00	0.40	0.00	57.16
52	ReLU	HE	CP	64	native	24.32	0.04	0.43	0.00	84.66
53	ReLU	HE	CP	128	native	24.67	0.05	0.44	0.00	84.27
54	ReLU	HE	CP	256	native	24.92	0.03	0.45	0.00	110.41
55	ReLU	HE	CP	316	native	24.92	0.07	0.45	0.00	151.50
56	ReLU	PE000	Baseline	1	TCDNN	22.40	nan	0.58	nan	351.75
57	ReLU	PE000	Baseline	1	native	21.96	nan	0.37	nan	774.67
58	ReLU	PE000	CP	16	native	19.82	0.21	0.34	0.00	59.10
59	ReLU	PE000	CP	32	native	20.08	0.09	0.34	0.00	61.23
60	ReLU	PE000	CP	64	native	20.10	0.02	0.34	0.00	71.39
61	ReLU	PE000	CP	128	native	20.27	0.05	0.35	0.00	84.60
62	ReLU	PE000	CP	256	native	20.43	0.16	0.35	0.00	116.28
63	ReLU	PE000	CP	316	native	20.46	0.06	0.35	0.00	130.14
64	ReLU	PE010	Baseline	1	TCDNN	28.30	nan	0.71	nan	357.28
65	ReLU	PE010	Baseline	1	native	24.28	nan	0.43	nan	1186.28
66	ReLU	PE010	CP	16	native	21.35	0.00	0.36	0.00	61.86
67	ReLU	PE010	CP	32	native	22.76	0.03	0.38	0.00	52.08
68	ReLU	PE010	CP	64	native	23.33	0.05	0.39	0.00	85.10
69	ReLU	PE010	CP	128	native	23.59	0.06	0.40	0.00	81.26
70	ReLU	PE010	CP	256	native	23.70	0.04	0.40	0.00	100.47
71	ReLU	PE010	CP	316	native	23.77	0.04	0.41	0.00	160.35
72	ReLU	PE100	Baseline	1	TCDNN	28.32	nan	0.71	nan	460.99
73	ReLU	PE100	Baseline	1	native	18.20	nan	0.22	nan	1449.31
74	ReLU	PE100	CP	16	native	21.46	0.00	0.38	0.00	59.50
75	ReLU	PE100	CP	32	native	23.25	0.02	0.42	0.00	56.05
76	ReLU	PE100	CP	64	native	24.78	0.06	0.45	0.01	71.12
77	ReLU	PE100	CP	128	native	25.65	0.16	0.49	0.01	104.66
78	ReLU	PE100	CP	256	native	26.10	0.09	0.51	0.01	105.58
79	ReLU	PE100	CP	316	native	26.13	0.06	0.51	0.00	130.02
80	SIREN	HE	Baseline	1	TCDNN	29.77	nan	0.80	nan	287.46
81	SIREN	HE	CP	16	native	21.46	0.00	0.38	0.00	54.55
82	SIREN	HE	CP	32	native	23.28	0.02	0.42	0.00	70.51
83	SIREN	HE	CP	64	native	25.01	0.01	0.48	0.00	85.98
84	SIREN	HE	CP	128	native	25.82	1.04	0.50	0.07	86.00
85	SIREN	HE	CP	256	native	27.19	0.09	0.58	0.01	116.97
86	SIREN	HE	CP	316	native	27.22	0.02	0.58	0.00	140.73
87	SIREN	PE000	Baseline	1	TCDNN	20.79	nan	0.54	nan	176.20
88	SIREN	PE000	Baseline	1	native	22.89	nan	0.36	nan	1410.91
89	SIREN	PE000	CP	16	native	21.46	0.00	0.38	0.00	55.60
90	SIREN	PE000	CP	32	native	23.27	0.00	0.41	0.00	60.68
91	SIREN	PE000	CP	64	native	24.92	0.01	0.46	0.00	69.63
92	SIREN	PE000	CP	128	native	26.25	0.01	0.52	0.00	86.63
93	SIREN	PE000	CP	256	native	26.84	0.01	0.55	0.00	130.13
94	SIREN	PE000	CP	316	native	26.87	0.01	0.55	0.00	116.05
95	SIREN	PE010	Baseline	1	TCDNN	25.68	nan	0.63	nan	218.24
96	SIREN	PE010	Baseline	1	native	23.17	nan	0.37	nan	1392.58
97	SIREN	PE010	CP	16	native	21.45	0.01	0.38	0.00	70.65
98	SIREN	PE010	CP	32	native	23.28	0.00	0.42	0.00	69.08
99	SIREN	PE010	CP	64	native	24.95	0.00	0.46	0.00	66.90
100	SIREN	PE010	CP	128	native	26.32	0.01	0.52	0.00	88.73
101	SIREN	PE010	CP	256	native	26.97	0.01	0.56	0.00	135.75
102	SIREN	PE010	CP	316	native	26.97	0.01	0.56	0.00	120.55
103	SIREN	PE100	Baseline	1	TCDNN	24.92	nan	0.61	nan	258.88
104	SIREN	PE100	Baseline	1	native	13.97	nan	0.09	nan	1347.31
105	SIREN	PE100	CP	16	native	21.45	0.00	0.38	0.00	66.92
106	SIREN	PE100	CP	32	native	23.26	0.02	0.42	0.00	66.67
107	SIREN	PE100	CP	64	native	24.89	0.03	0.47	0.00	83.74
108	SIREN	PE100	CP	128	native	25.86	0.08	0.52	0.00	77.70
109	SIREN	PE100	CP	256	native	26.62	0.48	0.56	0.02	131.23
110	SIREN	PE100	CP	316	native	26.75	0.39	0.57	0.02	138.38
111	TANH	HE	Baseline	1	TCDNN	29.74	nan	0.80	nan	462.75
112	TANH	HE	Baseline	1	native	20.77	nan	0.25	nan	1137.82
113	TANH	HE	CP	16	native	21.23	0.06	0.35	0.00	55.79
114	TANH	HE	CP	32	native	22.24	0.15	0.36	0.01	68.49
115	TANH	HE	CP	64	native	22.45	0.18	0.36	0.01	81.49
116	TANH	HE	CP	128	native	22.47	0.15	0.36	0.00	83.45
117	TANH	HE	CP	256	native	22.30	0.19	0.35	0.01	129.92
118	TANH	HE	CP	316	native	22.61	0.15	0.36	0.00	124.65
119	TANH	PE000	Baseline	1	TCDNN	23.68	nan	0.59	nan	352.73
120	TANH	PE000	Baseline	1	native	23.77	nan	0.40	nan	1341.27
121	TANH	PE000	CP	16	native	19.66	0.17	0.34	0.00	60.25
122	TANH	PE000	CP	32	native	19.72	0.18	0.34	0.00	56.40
123	TANH	PE000	CP	64	native	19.68	0.13	0.34	0.00	86.13
124	TANH	PE000	CP	128	native	19.41	0.26	0.34	0.00	80.62
125	TANH	PE000	CP	256	native	19.21	0.33	0.34	0.00	137.33
126	TANH	PE000	CP	316	native	19.14	0.10	0.34	0.00	122.88
127	TANH	PE010	Baseline	1	TCDNN	27.24	nan	0.67	nan	360.97
128	TANH	PE010	Baseline	1	native	24.46	nan	0.44	nan	1349.79
129	TANH	PE010	CP	16	native	21.23	0.01	0.36	0.00	61.52
130	TANH	PE010	CP	32	native	22.45	0.03	0.37	0.00	57.81
131	TANH	PE010	CP	64	native	22.59	0.05	0.37	0.00	74.47
132	TANH	PE010	CP	128	native	22.47	0.04	0.37	0.00	89.07
133	TANH	PE010	CP	256	native	22.72	0.07	0.38	0.00	133.90
134	TANH	PE010	CP	316	native	22.84	0.05	0.38	0.00	117.73
135	TANH	PE100	Baseline	1	TCDNN	27.25	nan	0.67	nan	467.72
136	TANH	PE100	Baseline	1	native	20.01	nan	0.23	nan	1553.98
137	TANH	PE100	CP	16	native	21.44	0.00	0.38	0.00	61.49
138	TANH	PE100	CP	32	native	23.17	0.01	0.40	0.00	72.21
139	TANH	PE100	CP	64	native	24.40	0.03	0.43	0.00	77.12
140	TANH	PE100	CP	128	native	24.85	0.15	0.44	0.01	75.44
141	TANH	PE100	CP	256	native	25.23	0.14	0.46	0.01	150.43
142	TANH	PE100	CP	316	native	25.56	0.04	0.48	0.00	115.51
143	WIRE	HE	CP	16	native	21.46	0.00	0.38	0.00	83.72
144	WIRE	HE	CP	32	native	23.28	0.00	0.42	0.00	67.04
145	WIRE	HE	CP	64	native	24.96	0.00	0.47	0.00	115.47
146	WIRE	HE	CP	128	native	26.26	0.01	0.53	0.00	87.03
147	WIRE	HE	CP	256	native	26.73	0.02	0.55	0.00	148.47
148	WIRE	HE	CP	316	native	26.76	0.03	0.55	0.00	151.96
149	WIRE	PE000	Baseline	1	native	22.54	nan	0.37	nan	1605.03
150	WIRE	PE000	CP	16	native	21.43	0.00	0.37	0.00	75.67
151	WIRE	PE000	CP	32	native	23.19	0.00	0.40	0.00	74.08
152	WIRE	PE000	CP	64	native	24.72	0.01	0.44	0.00	86.35
153	WIRE	PE000	CP	128	native	25.73	0.02	0.48	0.00	115.48
154	WIRE	PE000	CP	256	native	25.94	0.03	0.49	0.00	121.54
155	WIRE	PE000	CP	316	native	25.94	0.02	0.49	0.00	141.53
156	WIRE	PE010	Baseline	1	native	21.53	nan	0.29	nan	2037.47
157	WIRE	PE010	CP	16	native	21.45	0.00	0.38	0.00	89.02
158	WIRE	PE010	CP	32	native	23.26	0.00	0.41	0.00	73.92
159	WIRE	PE010	CP	64	native	24.89	0.00	0.46	0.00	83.57
160	WIRE	PE010	CP	128	native	26.18	0.03	0.51	0.00	119.32
161	WIRE	PE010	CP	256	native	26.65	0.01	0.54	0.00	119.56
162	WIRE	PE010	CP	316	native	26.66	0.03	0.54	0.00	154.61
163	WIRE	PE100	CP	16	native	21.46	0.00	0.38	0.00	88.04
164	WIRE	PE100	CP	32	native	23.30	0.00	0.42	0.00	79.09
165	WIRE	PE100	CP	64	native	25.02	0.00	0.48	0.00	84.26
166	WIRE	PE100	CP	128	native	26.51	0.02	0.56	0.00	119.52
167	WIRE	PE100	CP	256	native	27.00	0.03	0.59	0.00	138.21
168	WIRE	PE100	CP	316	native	26.98	0.01	0.59	0.00	145.30