Binary-form symmetric-power equivariant layer / results.json

Mechanism confirmed, baseline not beaten

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 1{
 2  "seed": 17,
 3  "degree": 4,
 4  "copies": 3,
 5  "trials": 200,
 6  "max_polynomial_relative_error": 3.752897428926879e-14,
 7  "max_composition_absolute_error": 7.469713687450898e-13,
 8  "single_good_layer_relative_error": 0.0,
 9  "single_bad_layer_relative_error": 1.050266874544412,
10  "median_good_layer_error": 0.0,
11  "median_bad_layer_error": 1.2837910555626488,
12  "mean_good_layer_error": 0.0,
13  "mean_bad_layer_error": 1.454894944060103,
14  "mini_experiment": {
15    "baseline_mlp_test_accuracy": 1.0,
16    "symmetric_power_invariant_test_accuracy": 1.0,
17    "invariant_scalar_max_relative_error": 1.452630917592604e-15,
18    "train_examples": 500
19  }
20}