Risk-Fitted Shrinkage Gate / results.json

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 1{
 2  "device": "cuda",
 3  "divergence_formula": 3.152019500732422,
 4  "divergence_finite_difference": 3.1501054763793945,
 5  "fixed_gate_sure": 0.7910216450691223,
 6  "fixed_gate_actual_risk": 0.8249807357788086,
 7  "fixed_gate_sure_repeated_mean": 0.7981744229793548,
 8  "fixed_gate_actual_risk_repeated_mean": 0.8196677148342133,
 9  "fixed_gate_sure_minus_risk_repeated": -0.021493291854858487,
10  "regimes": {
11    "sparse": {
12      "identity": 1.0106425285339355,
13      "fixed_soft": 0.2293483167886734,
14      "risk_fitted_gate": 0.10811632871627808,
15      "train_sure_per_dim": 0.10722799599170685,
16      "knot_values": [
17        0.07999999821186066,
18        0.08900000154972076,
19        0.09399999678134918,
20        0.09799999743700027,
21        0.10400000214576721,
22        0.1080000028014183,
23        0.17100000381469727,
24        0.2029999941587448,
25        0.20499999821186066
26      ]
27    },
28    "dense": {
29      "identity": 1.0033458471298218,
30      "fixed_soft": 1.0799894332885742,
31      "risk_fitted_gate": 0.8028759956359863,
32      "train_sure_per_dim": 0.7974536418914795,
33      "knot_values": [
34        0.42899999022483826,
35        0.7440000176429749,
36        0.765999972820282,
37        0.777999997138977,
38        0.7889999747276306,
39        0.7940000295639038,
40        0.7979999780654907,
41        0.8040000200271606,
42        0.8100000023841858
43      ]
44    }
45  }
46}