Binary-form symmetric-power equivariant layer / results.json
Mechanism confirmed, baseline not beaten
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}