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 Baseline 1 native 26.11 nan 0.69 nan 25:48
1 FINER HE CP 16 native 23.03 0.01 0.74 0.00 01:08
2 FINER HE CP 32 native 25.68 0.09 0.75 0.00 00:57
3 FINER HE CP 64 native 25.85 0.32 0.73 0.01 01:14
4 FINER HE CP 128 native 25.32 0.12 0.71 0.00 01:36
5 FINER HE CP 256 native 25.09 0.16 0.70 0.00 01:50
6 FINER HE CP 316 native 24.93 0.16 0.70 0.00 02:39
7 FINER PE000 Baseline 1 native 22.73 nan 0.76 nan 22:45
8 FINER PE000 CP 16 native 21.24 0.29 0.74 0.00 00:59
9 FINER PE000 CP 32 native 21.07 0.38 0.75 0.00 00:58
10 FINER PE000 CP 64 native 20.90 0.36 0.74 0.01 01:17
11 FINER PE000 CP 128 native 20.60 0.48 0.74 0.00 01:25
12 FINER PE000 CP 256 native 20.16 0.26 0.74 0.00 01:48
13 FINER PE000 CP 316 native 20.21 0.25 0.74 0.00 02:19
14 FINER PE010 Baseline 1 native 30.92 nan 0.86 nan 23:08
15 FINER PE010 CP 16 native 23.02 0.00 0.75 0.00 01:03
16 FINER PE010 CP 32 native 25.95 0.01 0.78 0.00 00:56
17 FINER PE010 CP 64 native 28.57 0.03 0.81 0.00 01:19
18 FINER PE010 CP 128 native 29.54 0.10 0.83 0.00 01:28
19 FINER PE010 CP 256 native 29.24 0.12 0.83 0.00 01:51
20 FINER PE010 CP 316 native 29.07 0.19 0.83 0.00 02:21
21 FINER PE100 Baseline 1 native 24.37 nan 0.72 nan 19:34
22 FINER PE100 CP 16 native 23.10 0.00 0.75 0.00 01:03
23 FINER PE100 CP 32 native 26.20 0.01 0.78 0.00 00:60
24 FINER PE100 CP 64 native 29.46 0.03 0.81 0.00 01:17
25 FINER PE100 CP 128 native 30.95 0.17 0.83 0.00 01:33
26 FINER PE100 CP 256 native 30.63 0.27 0.82 0.00 01:53
27 FINER PE100 CP 316 native 30.56 0.34 0.82 0.01 02:17
28 NeuRBF HE Baseline 1 native 13.78 nan 0.65 nan 02:57
29 NeuRBF HE CP 16 native 20.92 0.06 0.74 0.00 00:54
30 NeuRBF HE CP 32 native 21.23 0.05 0.75 0.00 01:13
31 NeuRBF HE CP 64 native 21.99 0.12 0.75 0.00 01:54
32 NeuRBF HE CP 128 native 22.19 0.51 0.75 0.01 05:24
33 NeuRBF HE CP 256 native 11.27 nan 0.23 nan 19:25
34 NeuRBF HE CP 316 native 12.59 nan 0.30 nan 27:31
35 NeuRBF PE000 Baseline 1 native 13.78 nan 0.65 nan 04:25
36 NeuRBF PE000 CP 16 native 20.88 0.10 0.74 0.00 00:46
37 NeuRBF PE000 CP 32 native 21.22 0.05 0.74 0.00 01:02
38 NeuRBF PE000 CP 64 native 21.99 0.11 0.75 0.00 02:04
39 NeuRBF PE000 CP 128 native 22.10 0.51 0.75 0.01 05:17
40 NeuRBF PE000 CP 256 native 12.79 1.81 0.30 0.07 17:20
41 NeuRBF PE000 CP 316 native 13.51 1.30 0.35 0.06 27:34
42 NeuRBF PE010 Baseline 1 native 13.78 nan 0.65 nan 02:56
43 NeuRBF PE010 CP 16 native 21.00 0.24 0.74 0.00 01:02
44 NeuRBF PE010 CP 32 native 21.24 0.04 0.75 0.00 01:09
45 NeuRBF PE010 CP 64 native 22.00 0.11 0.75 0.00 02:00
46 NeuRBF PE010 CP 128 native 21.99 0.48 0.75 0.01 05:37
47 NeuRBF PE010 CP 256 native 12.32 1.89 0.28 0.08 20:41
48 NeuRBF PE010 CP 316 native 12.59 nan 0.30 nan 27:42
49 NeuRBF PE100 Baseline 1 native 13.78 nan 0.65 nan 04:22
50 NeuRBF PE100 CP 16 native 21.00 0.24 0.74 0.00 01:06
51 NeuRBF PE100 CP 32 native 21.23 0.05 0.74 0.00 01:08
52 NeuRBF PE100 CP 64 native 22.01 0.11 0.75 0.00 02:13
53 NeuRBF PE100 CP 128 native 22.20 0.44 0.75 0.01 05:37
54 NeuRBF PE100 CP 256 native 12.52 1.53 0.29 0.07 17:28
55 NeuRBF PE100 CP 316 native 11.90 0.98 0.29 0.02 27:27
56 ReLU HE Baseline 1 TCDNN 36.22 0.10 0.96 0.00 07:40
57 ReLU HE Baseline 1 native 25.65 0.25 0.74 0.00 20:51
58 ReLU HE CP 16 native 23.08 0.00 0.75 0.00 01:18
59 ReLU HE CP 32 native 26.08 0.02 0.77 0.00 01:21
60 ReLU HE CP 64 native 28.61 0.10 0.79 0.00 01:16
61 ReLU HE CP 128 native 29.65 0.16 0.81 0.00 01:33
62 ReLU HE CP 256 native 30.17 0.31 0.82 0.00 02:02
63 ReLU HE CP 316 native 30.23 0.20 0.82 0.00 02:19
64 ReLU PE000 Baseline 1 TCDNN 24.22 0.36 0.84 0.01 05:50
65 ReLU PE000 Baseline 1 native 24.62 0.13 0.79 0.00 18:25
66 ReLU PE000 CP 16 native 21.33 0.06 0.74 0.00 01:12
67 ReLU PE000 CP 32 native 21.71 0.13 0.75 0.00 01:17
68 ReLU PE000 CP 64 native 22.01 0.10 0.75 0.00 01:32
69 ReLU PE000 CP 128 native 22.32 0.22 0.76 0.00 01:43
70 ReLU PE000 CP 256 native 22.59 0.26 0.76 0.00 02:27
71 ReLU PE000 CP 316 native 22.55 0.23 0.76 0.00 02:36
72 ReLU PE010 Baseline 1 TCDNN 34.35 0.31 0.93 0.00 05:58
73 ReLU PE010 Baseline 1 native 29.49 0.33 0.85 0.00 17:15
74 ReLU PE010 CP 16 native 23.03 0.01 0.75 0.00 01:14
75 ReLU PE010 CP 32 native 25.74 0.03 0.78 0.00 01:17
76 ReLU PE010 CP 64 native 27.12 0.05 0.80 0.00 01:32
77 ReLU PE010 CP 128 native 27.59 0.09 0.81 0.00 01:45
78 ReLU PE010 CP 256 native 27.87 0.10 0.81 0.00 02:23
79 ReLU PE010 CP 316 native 27.98 0.14 0.81 0.00 02:41
80 ReLU PE100 Baseline 1 TCDNN 34.52 0.10 0.93 0.00 07:43
81 ReLU PE100 Baseline 1 native 23.24 0.14 0.69 0.00 21:12
82 ReLU PE100 CP 16 native 23.10 0.00 0.75 0.00 01:12
83 ReLU PE100 CP 32 native 26.22 0.01 0.78 0.00 01:22
84 ReLU PE100 CP 64 native 29.70 0.01 0.82 0.00 01:34
85 ReLU PE100 CP 128 native 32.80 0.15 0.86 0.00 01:48
86 ReLU PE100 CP 256 native 34.32 0.04 0.88 0.00 02:29
87 ReLU PE100 CP 316 native 34.44 0.09 0.88 0.00 02:43
88 SIREN HE Baseline 1 TCDNN 36.14 0.01 0.96 0.00 04:48
89 SIREN HE Baseline 1 native 17.87 nan 0.14 nan 25:43
90 SIREN HE CP 16 native 23.05 0.08 0.74 0.02 01:04
91 SIREN HE CP 32 native 26.22 0.03 0.78 0.00 01:01
92 SIREN HE CP 64 native 29.86 0.02 0.82 0.00 01:17
93 SIREN HE CP 128 native 33.72 0.24 0.87 0.00 01:19
94 SIREN HE CP 256 native 34.78 2.41 0.88 0.04 02:18
95 SIREN HE CP 316 native 36.02 0.09 0.90 0.00 02:16
96 SIREN PE000 Baseline 1 TCDNN 21.82 0.05 0.79 0.00 03:05
97 SIREN PE000 Baseline 1 native 26.54 0.47 0.53 0.03 19:26
98 SIREN PE000 CP 16 native 23.10 0.00 0.75 0.00 01:02
99 SIREN PE000 CP 32 native 26.25 0.01 0.78 0.00 00:55
100 SIREN PE000 CP 64 native 29.94 0.00 0.82 0.00 01:25
101 SIREN PE000 CP 128 native 34.06 0.01 0.87 0.00 01:21
102 SIREN PE000 CP 256 native 36.18 0.06 0.90 0.00 01:49
103 SIREN PE000 CP 316 native 36.18 0.04 0.90 0.00 02:30
104 SIREN PE010 Baseline 1 TCDNN 28.89 0.02 0.87 0.00 03:22
105 SIREN PE010 Baseline 1 native 14.60 2.98 0.44 0.26 19:58
106 SIREN PE010 CP 16 native 23.10 0.00 0.75 0.00 01:03
107 SIREN PE010 CP 32 native 26.13 0.26 0.77 0.03 00:58
108 SIREN PE010 CP 64 native 29.91 0.03 0.82 0.00 01:21
109 SIREN PE010 CP 128 native 34.05 0.04 0.87 0.00 01:29
110 SIREN PE010 CP 256 native 36.28 0.08 0.90 0.00 01:52
111 SIREN PE010 CP 316 native 36.28 0.08 0.90 0.00 02:38
112 SIREN PE100 Baseline 1 TCDNN 27.41 0.05 0.85 0.00 04:16
113 SIREN PE100 Baseline 1 native 12.93 0.36 0.50 0.26 25:27
114 SIREN PE100 CP 16 native 23.09 0.01 0.74 0.00 00:58
115 SIREN PE100 CP 32 native 26.14 0.01 0.75 0.00 01:02
116 SIREN PE100 CP 64 native 29.28 0.09 0.76 0.01 01:06
117 SIREN PE100 CP 128 native 31.40 0.54 0.77 0.03 01:49
118 SIREN PE100 CP 256 native 34.01 2.41 0.84 0.07 02:00
119 SIREN PE100 CP 316 native 33.30 1.30 0.82 0.04 02:20
120 TANH HE Baseline 1 TCDNN 35.90 0.47 0.95 0.01 07:47
121 TANH HE Baseline 1 native 26.29 0.09 0.68 0.00 21:12
122 TANH HE CP 16 native 22.78 0.05 0.69 0.01 01:18
123 TANH HE CP 32 native 24.96 0.19 0.71 0.01 01:21
124 TANH HE CP 64 native 25.61 0.16 0.71 0.01 01:34
125 TANH HE CP 128 native 25.25 0.38 0.69 0.01 01:51
126 TANH HE CP 256 native 25.28 0.24 0.69 0.01 02:28
127 TANH HE CP 316 native 25.12 0.18 0.69 0.01 02:41
128 TANH PE000 Baseline 1 TCDNN 25.04 1.20 0.82 0.08 05:51
129 TANH PE000 Baseline 1 native 27.79 0.10 0.82 0.00 19:06
130 TANH PE000 CP 16 native 21.00 0.30 0.74 0.00 01:18
131 TANH PE000 CP 32 native 21.13 0.41 0.74 0.00 01:22
132 TANH PE000 CP 64 native 20.92 0.66 0.74 0.01 01:29
133 TANH PE000 CP 128 native 20.58 0.32 0.74 0.00 01:41
134 TANH PE000 CP 256 native 20.00 0.44 0.74 0.00 02:30
135 TANH PE000 CP 316 native 19.93 0.22 0.73 0.00 02:50
136 TANH PE010 Baseline 1 TCDNN 31.99 0.06 0.90 0.00 06:04
137 TANH PE010 Baseline 1 native 30.34 0.05 0.85 0.00 17:23
138 TANH PE010 CP 16 native 22.88 0.01 0.75 0.00 01:12
139 TANH PE010 CP 32 native 25.08 0.05 0.77 0.00 01:15
140 TANH PE010 CP 64 native 25.42 0.06 0.78 0.00 01:34
141 TANH PE010 CP 128 native 25.39 0.11 0.78 0.00 01:53
142 TANH PE010 CP 256 native 25.77 0.08 0.79 0.00 02:22
143 TANH PE010 CP 316 native 25.97 0.13 0.79 0.00 02:39
144 TANH PE100 Baseline 1 TCDNN 32.22 0.05 0.91 0.00 07:48
145 TANH PE100 Baseline 1 native 26.96 0.20 0.72 0.00 23:35
146 TANH PE100 CP 16 native 23.08 0.01 0.75 0.00 01:17
147 TANH PE100 CP 32 native 26.13 0.01 0.77 0.00 01:23
148 TANH PE100 CP 64 native 28.85 0.04 0.80 0.00 01:35
149 TANH PE100 CP 128 native 29.54 0.37 0.81 0.01 01:51
150 TANH PE100 CP 256 native 30.66 0.31 0.82 0.01 02:28
151 TANH PE100 CP 316 native 31.48 0.25 0.83 0.01 02:41
152 WIRE HE Baseline 1 native 26.55 0.78 0.76 0.02 34:13
153 WIRE HE CP 16 native 23.10 0.00 0.75 0.00 01:15
154 WIRE HE CP 32 native 26.23 0.01 0.78 0.00 01:24
155 WIRE HE CP 64 native 29.83 0.01 0.82 0.00 01:27
156 WIRE HE CP 128 native 33.40 0.09 0.86 0.00 01:46
157 WIRE HE CP 256 native 34.97 0.05 0.88 0.00 02:22
158 WIRE HE CP 316 native 35.11 0.06 0.88 0.00 02:17
159 WIRE PE000 Baseline 1 native 32.06 0.15 0.87 0.00 31:28
160 WIRE PE000 CP 16 native 23.10 0.00 0.75 0.00 01:29
161 WIRE PE000 CP 32 native 26.22 0.00 0.78 0.00 01:24
162 WIRE PE000 CP 64 native 29.77 0.01 0.82 0.00 01:32
163 WIRE PE000 CP 128 native 33.19 0.03 0.87 0.00 01:54
164 WIRE PE000 CP 256 native 34.31 0.07 0.88 0.00 02:22
165 WIRE PE000 CP 316 native 34.39 0.06 0.89 0.00 02:07
166 WIRE PE010 Baseline 1 native 29.78 0.11 0.71 0.01 32:10
167 WIRE PE010 CP 16 native 23.10 0.00 0.75 0.00 01:17
168 WIRE PE010 CP 32 native 26.25 0.00 0.78 0.00 01:29
169 WIRE PE010 CP 64 native 29.91 0.01 0.82 0.00 01:31
170 WIRE PE010 CP 128 native 33.85 0.02 0.87 0.00 01:44
171 WIRE PE010 CP 256 native 35.69 0.05 0.90 0.00 02:25
172 WIRE PE010 CP 316 native 35.72 0.04 0.90 0.00 02:07
173 WIRE PE100 Baseline 1 native 10.90 0.02 0.02 0.00 37:49
174 WIRE PE100 CP 16 native 23.10 0.00 0.75 0.00 01:38
175 WIRE PE100 CP 32 native 26.25 0.00 0.78 0.00 01:26
176 WIRE PE100 CP 64 native 29.86 0.02 0.82 0.00 01:39
177 WIRE PE100 CP 128 native 33.13 0.02 0.85 0.00 01:43
178 WIRE PE100 CP 256 native 33.78 0.04 0.85 0.00 02:20
179 WIRE PE100 CP 316 native 33.81 0.12 0.85 0.00 02:35