Lattice Error-Feedback Residual Blocks / results.json
Beats tuned baseline
1{
2 "seed": 1318,
3 "identity": {
4 "identity_abs_error": 4.440892098500626e-16,
5 "max_abs_carry_over_h": 0.4980693393256092,
6 "predicted_carry_bound": 0.5
7 },
8 "depth_sweep": [
9 {
10 "depth": 1,
11 "baseline_abs_error": 0.49,
12 "idea_abs_error": 0.49,
13 "idea_max_carry_over_h": 0.49,
14 "predicted_idea_bound": 0.5
15 },
16 {
17 "depth": 2,
18 "baseline_abs_error": 0.98,
19 "idea_abs_error": 0.020000000000000018,
20 "idea_max_carry_over_h": 0.49,
21 "predicted_idea_bound": 0.5
22 },
23 {
24 "depth": 4,
25 "baseline_abs_error": 1.96,
26 "idea_abs_error": 0.040000000000000036,
27 "idea_max_carry_over_h": 0.49,
28 "predicted_idea_bound": 0.5
29 },
30 {
31 "depth": 8,
32 "baseline_abs_error": 3.92,
33 "idea_abs_error": 0.08000000000000007,
34 "idea_max_carry_over_h": 0.49,
35 "predicted_idea_bound": 0.5
36 },
37 {
38 "depth": 16,
39 "baseline_abs_error": 7.84,
40 "idea_abs_error": 0.16000000000000014,
41 "idea_max_carry_over_h": 0.49,
42 "predicted_idea_bound": 0.5
43 },
44 {
45 "depth": 32,
46 "baseline_abs_error": 15.68,
47 "idea_abs_error": 0.3200000000000003,
48 "idea_max_carry_over_h": 0.49,
49 "predicted_idea_bound": 0.5
50 },
51 {
52 "depth": 64,
53 "baseline_abs_error": 31.360000000000007,
54 "idea_abs_error": 0.36000000000000654,
55 "idea_max_carry_over_h": 0.49999999999999956,
56 "predicted_idea_bound": 0.5
57 },
58 {
59 "depth": 128,
60 "baseline_abs_error": 62.72000000000002,
61 "idea_abs_error": 0.2799999999999798,
62 "idea_max_carry_over_h": 0.49999999999999956,
63 "predicted_idea_bound": 0.5
64 },
65 {
66 "depth": 256,
67 "baseline_abs_error": 125.44000000000004,
68 "idea_abs_error": 0.44000000000004036,
69 "idea_max_carry_over_h": 0.49999999999999956,
70 "predicted_idea_bound": 0.5
71 },
72 {
73 "depth": 512,
74 "baseline_abs_error": 250.88000000000008,
75 "idea_abs_error": 0.11999999999991928,
76 "idea_max_carry_over_h": 0.49999999999999956,
77 "predicted_idea_bound": 0.5
78 }
79 ],
80 "depth_summary": {
81 "baseline_error_slope_per_depth": 0.4900000000000001,
82 "predicted_baseline_slope": 0.49,
83 "idea_max_error": 0.49,
84 "predicted_idea_error_bound": 0.5
85 },
86 "scale_sweep": [
87 {
88 "h": 0.125,
89 "final_abs_error": 0.008749999999995595,
90 "max_abs_carry": 0.062499999999999944,
91 "max_abs_carry_over_h": 0.49999999999999956,
92 "predicted_max_abs_carry": 0.0625
93 },
94 {
95 "h": 0.25,
96 "final_abs_error": 0.01749999999999119,
97 "max_abs_carry": 0.12499999999999989,
98 "max_abs_carry_over_h": 0.49999999999999956,
99 "predicted_max_abs_carry": 0.125
100 },
101 {
102 "h": 0.5,
103 "final_abs_error": 0.03499999999998238,
104 "max_abs_carry": 0.24999999999999978,
105 "max_abs_carry_over_h": 0.49999999999999956,
106 "predicted_max_abs_carry": 0.25
107 },
108 {
109 "h": 1.0,
110 "final_abs_error": 0.06999999999996476,
111 "max_abs_carry": 0.49999999999999956,
112 "max_abs_carry_over_h": 0.49999999999999956,
113 "predicted_max_abs_carry": 0.5
114 },
115 {
116 "h": 2.0,
117 "final_abs_error": 0.13999999999992951,
118 "max_abs_carry": 0.9999999999999991,
119 "max_abs_carry_over_h": 0.49999999999999956,
120 "predicted_max_abs_carry": 1.0
121 },
122 {
123 "h": 4.0,
124 "final_abs_error": 0.27999999999985903,
125 "max_abs_carry": 1.9999999999999982,
126 "max_abs_carry_over_h": 0.49999999999999956,
127 "predicted_max_abs_carry": 2.0
128 }
129 ],
130 "random_comparison": [
131 {
132 "depth": 8,
133 "baseline_mean_abs_error": 0.3430555361709564,
134 "idea_mean_abs_error": 0.12338128203185222,
135 "stochastic_mean_abs_error": 0.4544015266866236
136 },
137 {
138 "depth": 32,
139 "baseline_mean_abs_error": 0.6612258495426383,
140 "idea_mean_abs_error": 0.12475343496007824,
141 "stochastic_mean_abs_error": 0.9333150212467324
142 },
143 {
144 "depth": 128,
145 "baseline_mean_abs_error": 1.2574329204788026,
146 "idea_mean_abs_error": 0.13414086381384854,
147 "stochastic_mean_abs_error": 1.7995320606358605
148 },
149 {
150 "depth": 512,
151 "baseline_mean_abs_error": 2.3713348720523713,
152 "idea_mean_abs_error": 0.12535918443248178,
153 "stochastic_mean_abs_error": 3.8681618837980016
154 }
155 ],
156 "assertions": "passed"
157}