Fractional Boundary-Factored Neural Solver / results.json

✓✓ Beats tuned baseline

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 1{
 2  "device": "cuda",
 3  "seed": 17,
 4  "a": 0.75,
 5  "s": 0.1,
 6  "lambda_g": 0.01,
 7  "math_check": {
 8    "unweighted_uprime_log_slope": -0.24946575112488786,
 9    "expected_unweighted_slope": -0.25,
10    "weighted_vprime_log_slope": 0.3500000000000001,
11    "expected_weighted_slope": 0.35,
12    "weighted_growth_across_range": 25.118864315095795,
13    "weighted_decreases_to_boundary": true
14  },
15  "baseline": {
16    "loss_checkpoints": [
17      0.4792192876338959,
18      0.1487267166376114,
19      0.001575430971570313,
20      0.0015547194052487612,
21      0.0012692735763266683
22    ],
23    "relative_L2": 0.07786498218774796,
24    "boundary_strip_relative_L2": 0.421280175447464,
25    "boundary_strip_max_abs": 0.04930225759744644,
26    "seconds": 12.165077924728394
27  },
28  "idea": {
29    "loss_checkpoints": [
30      0.20692113041877747,
31      0.0032664837781339884,
32      0.0038140416145324707,
33      0.0034152218140661716,
34      0.00281201908364892
35    ],
36    "relative_L2": 0.09769303351640701,
37    "boundary_strip_relative_L2": 0.15979965031147003,
38    "boundary_strip_max_abs": 0.018316134810447693,
39    "seconds": 16.937153339385986
40  },
41  "idea_minus_baseline_relative_L2": 0.019828051328659058,
42  "idea_minus_baseline_boundary_strip": -0.26148052513599396
43}