Risk-Fitted Shrinkage Gate / results.json
Failed on benchmark
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}