Histogram-Controlled Cluster Updates for Iterative GNNs / results.json

Mechanism confirmed, baseline not beaten

Raw ⬇ ZIP
  1{
  2  "seed": 1172,
  3  "predictions": {
  4    "P1_histogram_permutation_and_cardinality_invariance": {
  5      "permutation_max_abs_error": 0.0,
  6      "replication_max_abs_error": 0.0,
  7      "state_dimension": 5,
  8      "sizes_tested": [
  9        10,
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 11      ]
 12    },
 13    "P2_quantizer_transition_thresholds": {
 14      "Amax": 11,
 15      "R": 4,
 16      "predicted_first_integer": [
 17        3,
 18        6,
 19        9
 20      ],
 21      "observed_first_integer": [
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 25      ],
 26      "max_threshold_error": 0
 27    },
 28    "P3_synchronous_cluster_update_order_error": {
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 34        ],
 35        [
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 45        [
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 75        [
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 77          0.9024999999999999,
 78          0.9025
 79        ]
 80      ],
 81      "predicted_linf_error": "eta^2",
 82      "max_absolute_error_vs_prediction": 1.1102230246251565e-16
 83    }
 84  },
 85  "mini_experiment": {
 86    "full_synchronous_residual_each_sweep": [
 87      85.0,
 88      80.0,
 89      77.0,
 90      76.0,
 91      76.0,
 92      76.0,
 93      75.0,
 94      74.0,
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110      74.0,
111      74.0,
112      74.0,
113      74.0,
114      74.0,
115      74.0,
116      74.0
117    ],
118    "histogram_selected_residual_each_8_decisions": [
119      82.0,
120      79.0,
121      74.0,
122      74.0,
123      74.0,
124      74.0,
125      74.0,
126      74.0,
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131      74.0,
132      74.0,
133      74.0,
134      74.0,
135      74.0,
136      74.0,
137      74.0,
138      74.0,
139      74.0,
140      74.0,
141      74.0,
142      74.0,
143      74.0,
144      74.0,
145      74.0,
146      74.0,
147      74.0,
148      74.0
149    ],
150    "final_full": 74.0,
151    "final_idea": 74.0,
152    "idea_decisions_for_30_sweep_equivalents": 240,
153    "note": "This is a tiny signal check, not a claim of wall-clock speedup."
154  }
155}