Phase-Delay Spectral Margin for Attractor RNNs / results.json

Mechanism confirmed, baseline not beaten

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 1{
 2  "device": "cuda",
 3  "verification": {
 4    "eigenvalues": [
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 6      -1.3877787807814457e-16,
 7      1.0799999999999998,
 8      1.0799999999999998,
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10      1.0799999999999998
11    ],
12    "min_nonzero_real_eigenvalue": 1.0799999999999998,
13    "max_eigenvalue": 1.08,
14    "predicted_eta_c": 1.8518518518518516,
15    "euler_tests": [
16      {
17        "ratio_to_eta_c": 0.8,
18        "max_mode_amplification": 0.5999999999999998
19      },
20      {
21        "ratio_to_eta_c": 1.0,
22        "max_mode_amplification": 0.9999999999999996
23      },
24      {
25        "ratio_to_eta_c": 1.2,
26        "max_mode_amplification": 1.3999999999999997
27      }
28    ],
29    "boundary_crossed": true
30  },
31  "baseline": {
32    "task_mse": 0.0001719896390568465,
33    "spectral_loss": 0.5496261715888977,
34    "min_real_eigenvalue": 0.3411482870578766,
35    "max_euler_amplification": 0.9590622186660767,
36    "12_step_perturbation_gain": 0.33447420597076416,
37    "history": [
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43      [
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46        0.9590743780136108
47      ]
48    ]
49  },
50  "idea": {
51    "task_mse": 0.005613246466964483,
52    "spectral_loss": 0.0374889001250267,
53    "min_real_eigenvalue": 3.294907331466675,
54    "max_euler_amplification": 0.6063752174377441,
55    "12_step_perturbation_gain": 0.12020149827003479,
56    "history": [
57      [
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62      [
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67    ]
68  },
69  "claim_signal": true
70}