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Diffstat (limited to 'results/frozen_cifar_vec/frozen_vec_L4_d256_s42.json')
| -rw-r--r-- | results/frozen_cifar_vec/frozen_vec_L4_d256_s42.json | 188 |
1 files changed, 188 insertions, 0 deletions
diff --git a/results/frozen_cifar_vec/frozen_vec_L4_d256_s42.json b/results/frozen_cifar_vec/frozen_vec_L4_d256_s42.json new file mode 100644 index 0000000..f9f4ec8 --- /dev/null +++ b/results/frozen_cifar_vec/frozen_vec_L4_d256_s42.json @@ -0,0 +1,188 @@ +{ + "config": { + "num_blocks": 4, + "d_hidden": 256, + "seed": 42, + "bp_acc": 0.6173, + "estimator_epochs": 100 + }, + "summary": { + "dfa": { + "mean_gamma": 0.004863154428312555, + "mean_rho": 0.0046705943532288074, + "mean_nudge": -5.86726059736975e-06 + }, + "sb_eT": { + "mean_gamma": 0.2866372682154179, + "mean_rho": 0.2637173905968666, + "mean_nudge": -0.0009568915702402592 + }, + "cb_eT": { + "mean_gamma": 0.11484479499049485, + "mean_rho": 0.1202746294438839, + "mean_nudge": -0.00036998098585172556 + }, + "cb_deltaL": { + "mean_gamma": 0.06995358848944307, + "mean_rho": 0.034168413607403636, + "mean_nudge": -0.00015994706336641684 + }, + "vec_eT_M4": { + "mean_gamma": 0.3634969729930162, + "mean_rho": 0.42595484107732773, + "mean_nudge": -0.0014062844711588696 + }, + "vec_eT_M8": { + "mean_gamma": 0.3636624652892351, + "mean_rho": 0.3955033980309963, + "mean_nudge": -0.0013793499529128894 + }, + "vec_eT_M16": { + "mean_gamma": 0.3677208840847015, + "mean_rho": 0.42224912345409393, + "mean_nudge": -0.001392927297274582 + } + }, + "per_layer": { + "dfa": { + "bp_cosine": [ + 0.0033329044468700885, + -0.007507461798377335, + 0.022020796407014133, + 0.0016063786577433347 + ], + "perturbation_rho": [ + -0.0401616208255291, + -0.018128124997019768, + 0.04789097607135773, + 0.02908114716410637 + ], + "nudging_0.003": [ + 4.354264819994569e-05, + 3.3159449230879545e-05, + -9.052902169059962e-05, + -9.642118129704613e-06 + ] + }, + "sb_eT": { + "bp_cosine": [ + 0.19993784725666047, + 0.2704531639814377, + 0.3183140277862549, + 0.35784403383731844 + ], + "perturbation_rho": [ + 0.1395200788974762, + 0.2829156517982483, + 0.2831076979637146, + 0.34932613372802734 + ], + "nudging_0.003": [ + -0.0006005102768540382, + -0.0009154834551736712, + -0.001120006782002747, + -0.0011915657669305801 + ] + }, + "cb_eT": { + "bp_cosine": [ + 0.045131212659180166, + 0.06221269443631172, + 0.1209193505346775, + 0.23111592233181 + ], + "perturbation_rho": [ + 0.03551628440618515, + 0.11640645563602448, + 0.07594657689332962, + 0.25322920083999634 + ], + "nudging_0.003": [ + -0.00016947659605648369, + -0.00026502960827201605, + -0.0003360719420015812, + -0.0007093457970768213 + ] + }, + "cb_deltaL": { + "bp_cosine": [ + 0.03819061610847711, + 0.05208469983190298, + 0.06935825981199742, + 0.12018077820539474 + ], + "perturbation_rho": [ + -0.01345862727612257, + -0.014757020398974419, + 0.03974407538771629, + 0.12514522671699524 + ], + "nudging_0.003": [ + -6.710628804285079e-05, + -7.37799855414778e-05, + -0.00012205714301671833, + -0.00037684483686462045 + ] + }, + "vec_eT_M4": { + "bp_cosine": [ + 0.16388139724731446, + 0.26098581701517104, + 0.41548662185668944, + 0.61363405585289 + ], + "perturbation_rho": [ + 0.22898420691490173, + 0.339008092880249, + 0.4533805847167969, + 0.6824464797973633 + ], + "nudging_0.003": [ + -0.0007082110387273133, + -0.0010581386741250753, + -0.0016506186220794916, + -0.002208169549703598 + ] + }, + "vec_eT_M8": { + "bp_cosine": [ + 0.17386804670095443, + 0.268336746096611, + 0.406103777885437, + 0.606341290473938 + ], + "perturbation_rho": [ + 0.19708333909511566, + 0.2918933629989624, + 0.4379217028617859, + 0.6551151871681213 + ], + "nudging_0.003": [ + -0.0007086814730428159, + -0.0010243982542306185, + -0.0016026028897613287, + -0.0021817171946167946 + ] + }, + "vec_eT_M16": { + "bp_cosine": [ + 0.17664430439472198, + 0.27206156253814695, + 0.41649516522884367, + 0.6056825041770935 + ], + "perturbation_rho": [ + 0.20988652110099792, + 0.3382995128631592, + 0.469192236661911, + 0.6716182231903076 + ], + "nudging_0.003": [ + -0.0007140585803426802, + -0.0010502493241801858, + -0.0016202025581151247, + -0.0021871987264603376 + ] + } + } +}
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