Spectral-Ordering Block Optimizer / results.json

Mechanism confirmed, baseline not beaten

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  1{
  2  "seed": 123,
  3  "toy": {
  4    "coupling_sweep": [
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101      {
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105        "order_gap": 0.06898709834373029,
106        "best_order": [
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108          0,
109          3,
110          2
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113    ],
114    "stability_sweep": [
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117        "order": [
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119          2,
120          1,
121          0
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123        "predicted_rho1_gamma": 1.4101633463840946,
124        "observed_first_growth_gamma": 1.45
125      },
126      {
127        "lambda": 0.4,
128        "order": [
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130          0,
131          3,
132          2
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134        "predicted_rho1_gamma": 1.0889979060380028,
135        "observed_first_growth_gamma": 1.0999999999999999
136      },
137      {
138        "lambda": 0.6,
139        "order": [
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141          2,
142          1,
143          0
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146        "observed_first_growth_gamma": 0.9
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148      {
149        "lambda": 0.8,
150        "order": [
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152          0,
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154          2
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156        "predicted_rho1_gamma": 0.7481945191979105,
157        "observed_first_growth_gamma": 0.75
158      }
159    ],
160    "ratio_check": {
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162      "gamma": 0.42,
163      "order": [
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165        1,
166        0,
167        3
168      ],
169      "predicted_rho": 0.5809750137351821,
170      "observed_tail_ratio": 0.5778820380291914
171    }
172  },
173  "neural": {
174    "device": "cuda",
175    "final_loss": {
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178      "adaptive": 0.38299864530563354
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183      "adaptive": 0.45600616931915283
184    },
185    "adaptive_order_counts": {
186      "(0, 1)": 0,
187      "(1, 0)": 180
188    }
189  }
190}