PSD-plus-low-rank curvature optimizer / results.json

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 1{
 2  "toy": {
 3    "eta_critical": 1.4568981202476379,
 4    "lambda_max_M": 1.372779587127237,
 5    "below_spectral_radius": 0.9000000000000014,
 6    "above_spectral_radius": 1.1000000000000012,
 7    "below_boundary_decay": true,
 8    "above_boundary_growth": true,
 9    "negative_H_eigenvalues": 0,
10    "negative_C_eigenvalues": 1,
11    "passed": true
12  },
13  "digits": {
14    "device": "cuda",
15    "sgd": {
16      "final_loss": 1.5127718448638916,
17      "min_loss": 1.5127718448638916,
18      "accuracy": 0.5622222222222222,
19      "diverged": false
20    },
21    "psd_lowrank": {
22      "final_loss": 2.9690754413604736,
23      "min_loss": 1.6279817819595337,
24      "accuracy": 0.15777777777777777,
25      "diverged": false
26    }
27  }
28}