Lattice Error-Feedback Residual Blocks / results.json

✓✓ Beats tuned baseline

Raw ⬇ ZIP
  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}