Energy-Riesz checkpoint selector / results.json

Mechanism confirmed, baseline not beaten

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  1{
  2  "seed": 2403,
  3  "n_fine": 127,
  4  "levels": [
  5    3,
  6    7,
  7    15,
  8    31,
  9    63
 10  ],
 11  "full_space_identity_max_relative_error": 1.4850499130563025e-15,
 12  "riesz_postprocess_seconds": 0.26251992100151256,
 13  "predictions": {
 14    "lower_bound_fraction": {
 15      "3": 1.0,
 16      "7": 1.0,
 17      "15": 1.0,
 18      "31": 1.0,
 19      "63": 1.0
 20    },
 21    "nested_min_increment": {
 22      "3": {
 23        "min_increment": 0.005010460773781034,
 24        "max_monotonicity_violation": 0.0
 25      },
 26      "7": {
 27        "min_increment": 1.8801377225260878,
 28        "max_monotonicity_violation": 0.0
 29      },
 30      "15": {
 31        "min_increment": 0.7805939898089544,
 32        "max_monotonicity_violation": 0.0
 33      },
 34      "31": {
 35        "min_increment": 0.3529044480826702,
 36        "max_monotonicity_violation": 0.0
 37      }
 38    },
 39    "mean_relative_gap_to_oracle": {
 40      "3": 0.8675213715622868,
 41      "7": 0.8197039100263613,
 42      "15": 0.35951632777513337,
 43      "31": 0.1488946401262059,
 44      "63": 0.07408700761363693
 45    },
 46    "max_relative_gap_to_oracle": {
 47      "3": 0.9452925411706398,
 48      "7": 0.9382684331139224,
 49      "15": 0.5150498781840614,
 50      "31": 0.34395191989083995,
 51      "63": 0.22327775905236358
 52    },
 53    "interpretation": "All scores must be <= oracle; nested increments must be >= 0; gaps should decrease with level."
 54  },
 55  "selection": {
 56    "raw_training_loss": {
 57      "checkpoint": 99,
 58      "oracle_error": 4.388141754231145
 59    },
 60    "riesz": {
 61      "3": {
 62        "checkpoint": 98,
 63        "score": 0.2576476866504733,
 64        "oracle_error": 4.562263615508494
 65      },
 66      "7": {
 67        "checkpoint": 99,
 68        "score": 0.2843366200839734,
 69        "oracle_error": 4.388141754231145
 70      },
 71      "15": {
 72        "checkpoint": 99,
 73        "score": 2.204120770884262,
 74        "oracle_error": 4.388141754231145
 75      },
 76      "31": {
 77        "checkpoint": 98,
 78        "score": 2.9930642859062226,
 79        "oracle_error": 4.562263615508494
 80      },
 81      "63": {
 82        "checkpoint": 98,
 83        "score": 3.638634542442767,
 84        "oracle_error": 4.562263615508494
 85      }
 86    },
 87    "oracle_best": {
 88      "checkpoint": 99,
 89      "oracle_error": 4.388141754231145
 90    },
 91    "spearman_rank_correlation": {
 92      "3": 0.9903750375037502,
 93      "7": 0.9939393939393938,
 94      "15": 0.9983798379837983,
 95      "31": 0.9990399039903989,
 96      "63": 0.9993519351935193
 97    }
 98  },
 99  "oracle_error_range": [
100    4.388141754231145,
101    16.067363225599053
102  ],
103  "postprocess_solves": 500
104}