Zero-loss stratum Langevin optimizer / artifacts/results.json
Mechanism failed
1{
2 "device": "cuda",
3 "toy": {
4 "lambda_scaling": {
5 "line_predicted": 0.5,
6 "line_observed": 0.5,
7 "point_predicted": 1.0,
8 "point_observed": 0.9999999999999997,
9 "ratio_exponent_predicted": 0.5,
10 "ratio_exponent_observed": 0.5000000000000001
11 },
12 "width_scaling": {
13 "predicted_exponent": -0.5,
14 "observed_exponent": -0.4999999999999996
15 },
16 "passed": true
17 },
18 "experiment": {
19 "adamw": {
20 "pre_phase_train_loss": 0.029627753421664238,
21 "pre_phase_test_loss": 0.08896827697753906,
22 "train_loss": 0.029627753421664238,
23 "train_acc": 0.998515248298645,
24 "test_loss": 0.08896827697753906,
25 "test_acc": 0.9711111187934875,
26 "perturbed_train_loss": 0.03240205145751437,
27 "phase": "none"
28 },
29 "zero_langevin": {
30 "pre_phase_train_loss": 0.029627753421664238,
31 "pre_phase_test_loss": 0.08896827697753906,
32 "train_loss": 0.20633122324943542,
33 "train_acc": 0.9227914214134216,
34 "test_loss": 0.2581668496131897,
35 "test_acc": 0.9133333563804626,
36 "perturbed_train_loss": 0.21716036895910898,
37 "phase": "500 Langevin steps"
38 }
39 }
40}