Orthogonal-Rank Contextual Memory / results.json

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 1{
 2  "device": "cpu",
 3  "graph_check": {
 4    "vertices": 13,
 5    "edges": 24,
 6    "explicit_dimension": 3,
 7    "edge_dot_max_raw": 0.0,
 8    "edge_violation_normalized": 0.0,
 9    "clique_lower_bound_xi": 3,
10    "colorable_3": false,
11    "colorable_4": true
12  },
13  "results": [
14    {
15      "name": "gru_width_chi",
16      "width": 4,
17      "train_acc": 0.7099999785423279,
18      "long_acc": 0.7229999899864197,
19      "long_loss": 0.5884242057800293,
20      "edge_violation": 0.9751207232475281,
21      "seconds": 38.16892457008362,
22      "params": 177
23    },
24    {
25      "name": "gru_width_xi",
26      "width": 3,
27      "train_acc": 0.7099999785423279,
28      "long_acc": 0.7229999899864197,
29      "long_loss": 0.5888393521308899,
30      "edge_violation": 0.9924613237380981,
31      "seconds": 38.5419135093689,
32      "params": 115
33    },
34    {
35      "name": "orthogonal_memory",
36      "width": 3,
37      "train_acc": 0.7099999785423279,
38      "long_acc": 0.7229999899864197,
39      "long_loss": 0.5894538164138794,
40      "edge_violation": 0.007119007408618927,
41      "seconds": 51.78341889381409,
42      "params": 115
43    }
44  ],
45  "note": "xi is only upper-bounded by the explicit 3D representation; clique size supplies a matching lower bound here."
46}