| { |
| "layer": 30, |
| "best_alpha": 0.001, |
| "alpha_search": [ |
| { |
| "alpha": 0.0001, |
| "auroc": 0.9292822110425507, |
| "n_active": 4028, |
| "sparsity": 0.0166015625, |
| "total_neurons": 4096 |
| }, |
| { |
| "alpha": 0.0005, |
| "auroc": 0.9263175718109391, |
| "n_active": 3120, |
| "sparsity": 0.23828125, |
| "total_neurons": 4096 |
| }, |
| { |
| "alpha": 0.001, |
| "auroc": 0.9218272435041287, |
| "n_active": 2199, |
| "sparsity": 0.463134765625, |
| "total_neurons": 4096 |
| }, |
| { |
| "alpha": 0.003, |
| "auroc": 0.9065572800588187, |
| "n_active": 853, |
| "sparsity": 0.791748046875, |
| "total_neurons": 4096 |
| }, |
| { |
| "alpha": 0.005, |
| "auroc": 0.8961126399647422, |
| "n_active": 508, |
| "sparsity": 0.8759765625, |
| "total_neurons": 4096 |
| }, |
| { |
| "alpha": 0.01, |
| "auroc": 0.8806563844902219, |
| "n_active": 209, |
| "sparsity": 0.948974609375, |
| "total_neurons": 4096 |
| }, |
| { |
| "alpha": 0.02, |
| "auroc": 0.8639426156889591, |
| "n_active": 83, |
| "sparsity": 0.979736328125, |
| "total_neurons": 4096 |
| }, |
| { |
| "alpha": 0.05, |
| "auroc": 0.821796417155697, |
| "n_active": 15, |
| "sparsity": 0.996337890625, |
| "total_neurons": 4096 |
| }, |
| { |
| "alpha": 0.1, |
| "auroc": 0.5776806816692049, |
| "n_active": 0, |
| "sparsity": 1.0, |
| "total_neurons": 4096 |
| } |
| ], |
| "drift_auroc_l1": 0.9260024946648736, |
| "uncertainty_auroc_l1": 0.9501438589666499, |
| "correctness_auroc_l1": 0.9332905972475353, |
| "neuron_sets": { |
| "drift_active": 2010, |
| "uncertainty_active": 2619, |
| "correctness_active": 2491, |
| "drift_exclusive": 278, |
| "uncertainty_exclusive": 510, |
| "correctness_exclusive": 434, |
| "drift_unc_shared": 1296, |
| "drift_corr_shared": 1244, |
| "unc_corr_shared": 1621, |
| "all_three_shared": 808, |
| "jaccard_drift_unc": 0.38883888388838883, |
| "jaccard_drift_corr": 0.38194657660423703, |
| "jaccard_unc_corr": 0.4646030381198051, |
| "total_neurons": 4096 |
| }, |
| "cos_drift_unc_l1": 0.037829309701919556, |
| "cos_drift_corr_l1": -0.00047789450036361814, |
| "cos_unc_corr_l1": 0.060358114540576935, |
| "elapsed_seconds": 25.879247903823853 |
| } |
