Wick-Matching Polynomial Interaction Layer / results_equal_params.json

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 1{
 2  "math": {
 3    "degree": 3,
 4    "partitions": [
 5      [
 6        3
 7      ],
 8      [
 9        2,
10        1
11      ],
12      [
13        1,
14        1,
15        1
16      ]
17    ],
18    "matchings": 15,
19    "exact": [
20      766.2268691250002,
21      972.9794342500002,
22      1412.9025615000005
23    ],
24    "mc": [
25      767.1232132037287,
26      972.3807476222456,
27      1408.819314959618
28    ],
29    "max_relative_error": 0.002887926404242927
30  },
31  "benchmark": {
32    "device": "cuda",
33    "train_examples": 60,
34    "test_rmse_deepsets": 8.101175308227539,
35    "test_rmse_wick": 6.122288703918457,
36    "perm_diff_deepsets": 9.5367431640625e-07,
37    "perm_diff_wick": 6.592273712158203e-05,
38    "params_deepsets": 1761,
39    "params_wick": 4623
40  }
41}