1{
  2  "toy": {
  3    "alpha": 1.0,
  4    "epsilon": 0.05,
  5    "predicted_boundary": 1.2473835212243647,
  6    "observed_first_violating_grid": 1.25,
  7    "rows": [
  8      {
  9        "a": 0.5,
 10        "worst": 0.3807970779778824,
 11        "violation_rate": 0.0,
 12        "diam0": 0.7615941559557649,
 13        "diam30": 1.3342812656178742e-09,
 14        "predicted_attractor_diameter": 0.0
 15      },
 16      {
 17        "a": 0.55,
 18        "worst": 0.4188767857756707,
 19        "violation_rate": 0.0,
 20        "diam0": 0.8377535715513414,
 21        "diam30": 2.28856593286314e-08,
 22        "predicted_attractor_diameter": 0.0
 23      },
 24      {
 25        "a": 0.6,
 26        "worst": 0.4569564935734589,
 27        "violation_rate": 0.0,
 28        "diam0": 0.9139129871469178,
 29        "diam30": 3.047806187125097e-07,
 30        "predicted_attractor_diameter": 0.0
 31      },
 32      {
 33        "a": 0.65,
 34        "worst": 0.49503620137124715,
 35        "violation_rate": 0.0,
 36        "diam0": 0.9900724027424943,
 37        "diam30": 3.275548938060663e-06,
 38        "predicted_attractor_diameter": 0.0
 39      },
 40      {
 41        "a": 0.7,
 42        "worst": 0.5331159091690354,
 43        "violation_rate": 0.0,
 44        "diam0": 1.0662318183380708,
 45        "diam30": 2.924576551199574e-05,
 46        "predicted_attractor_diameter": 0.0
 47      },
 48      {
 49        "a": 0.75,
 50        "worst": 0.5711956169668236,
 51        "violation_rate": 0.0,
 52        "diam0": 1.1423912339336473,
 53        "diam30": 0.00022162263091567966,
 54        "predicted_attractor_diameter": 0.0
 55      },
 56      {
 57        "a": 0.8,
 58        "worst": 0.6092753247646119,
 59        "violation_rate": 0.0,
 60        "diam0": 1.2185506495292238,
 61        "diam30": 0.0014458748104013422,
 62        "predicted_attractor_diameter": 0.0
 63      },
 64      {
 65        "a": 0.8500000000000001,
 66        "worst": 0.6473550325624002,
 67        "violation_rate": 0.0,
 68        "diam0": 1.2947100651248005,
 69        "diam30": 0.008165242011444574,
 70        "predicted_attractor_diameter": 0.0
 71      },
 72      {
 73        "a": 0.9,
 74        "worst": 0.6854347403601884,
 75        "violation_rate": 0.0,
 76        "diam0": 1.3708694807203767,
 77        "diam30": 0.039477055063783434,
 78        "predicted_attractor_diameter": 0.0
 79      },
 80      {
 81        "a": 0.95,
 82        "worst": 0.7235144481579766,
 83        "violation_rate": 0.0,
 84        "diam0": 1.4470288963159532,
 85        "diam30": 0.15497543856418308,
 86        "predicted_attractor_diameter": 0.0
 87      },
 88      {
 89        "a": 1.0,
 90        "worst": 0.7615941559557649,
 91        "violation_rate": 0.0,
 92        "diam0": 1.5231883119115297,
 93        "diam30": 0.43322149083747685,
 94        "predicted_attractor_diameter": 0.0
 95      },
 96      {
 97        "a": 1.05,
 98        "worst": 0.7996738637535531,
 99        "violation_rate": 0.0,
100        "diam0": 1.5993477275071062,
101        "diam30": 0.7954704353750435,
102        "predicted_attractor_diameter": 0.7784820383968483
103      },
104      {
105        "a": 1.1,
106        "worst": 0.8377535715513414,
107        "violation_rate": 0.0,
108        "diam0": 1.675507143102683,
109        "diam30": 1.107495283613209,
110        "predicted_attractor_diameter": 1.106469264878212
111      },
112      {
113        "a": 1.15,
114        "worst": 0.8758332793491295,
115        "violation_rate": 0.0,
116        "diam0": 1.751666558698259,
117        "diam30": 1.362011672028064,
118        "predicted_attractor_diameter": 1.3619564315545585
119      },
120      {
121        "a": 1.2000000000000002,
122        "worst": 0.9139129871469179,
123        "violation_rate": 0.0,
124        "diam0": 1.8278259742938359,
125        "diam30": 1.5805698519995928,
126        "predicted_attractor_diameter": 1.5805671849738108
127      },
128      {
129        "a": 1.25,
130        "worst": 0.9519926949447061,
131        "violation_rate": 0.0037899810500947495,
132        "diam0": 1.9039853898894121,
133        "diam30": 1.776029563243745,
134        "predicted_attractor_diameter": 1.7760294587196754
135      },
136      {
137        "a": 1.3,
138        "worst": 0.9900724027424943,
139        "violation_rate": 0.06962965185174075,
140        "diam0": 1.9801448054849886,
141        "diam30": 1.9553498568483254,
142        "predicted_attractor_diameter": 1.95534985530464
143      },
144      {
145        "a": 1.35,
146        "worst": 1.0281521105402827,
147        "violation_rate": 0.12540937295313523,
148        "diam0": 2.0563042210805653,
149        "diam30": 2.122671097305142,
150        "predicted_attractor_diameter": 2.1226710976235337
151      }
152    ],
153    "boundary_abs_error": 0.0026164787756353114
154  },
155  "rnn_lambda_sweep": {
156    "0.0": {
157      "mse": 0.005508733447641134,
158      "one_step_violation": 0.7870000004768372,
159      "max_norm": 2.4642789363861084,
160      "mean_violation_1000": 0.9992255554596583,
161      "cloud_diameters": [
162        5.621452331542969,
163        0.025363069027662277,
164        1.5628469896000752e-07,
165        1.5628469896000752e-07
166      ]
167    },
168    "0.1": {
169      "mse": 0.0073331305757164955,
170      "one_step_violation": 0.8639999628067017,
171      "max_norm": 2.479611873626709,
172      "mean_violation_1000": 0.9843033330639204,
173      "cloud_diameters": [
174        5.458224296569824,
175        0.15611405670642853,
176        4.092397034582973e-07,
177        4.092397034582973e-07
178      ]
179    },
180    "0.3": {
181      "mse": 0.006797690875828266,
182      "one_step_violation": 0.07533333450555801,
183      "max_norm": 1.8290449380874634,
184      "mean_violation_1000": 0.0002511111150185267,
185      "cloud_diameters": [
186        5.345088958740234,
187        0.04029027000069618,
188        9.512264398381376e-08,
189        9.512264398381376e-08
190      ]
191    },
192    "1.0": {
193      "mse": 0.006523143500089645,
194      "one_step_violation": 0.16499999165534973,
195      "max_norm": 1.5147840976715088,
196      "mean_violation_1000": 0.0005499999721844992,
197      "cloud_diameters": [
198        3.096123218536377,
199        3.946962533518672e-05,
200        0.0,
201        0.0
202      ]
203    },
204    "3.0": {
205      "mse": 0.01077845599502325,
206      "one_step_violation": 0.0,
207      "max_norm": 0.7632907629013062,
208      "mean_violation_1000": 0.0,
209      "cloud_diameters": [
210        1.8175595998764038,
211        6.633161433455825e-07,
212        0.0,
213        0.0
214      ]
215    },
216    "10.0": {
217      "mse": 0.016295939683914185,
218      "one_step_violation": 0.0,
219      "max_norm": 0.007029715459793806,
220      "mean_violation_1000": 0.0,
221      "cloud_diameters": [
222        0.018975868821144104,
223        0.0,
224        0.0,
225        0.0
226      ]
227    }
228  }
229}