From 8b21fb32bf0997e3f4266c1c22414e49f1fdcfcc Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Mon, 30 Mar 2026 19:25:53 -0500 Subject: Add confirmatory paper experiments: A1-A4, all 10 seeds complete MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit A1: Synthetic nonlinearity ladder (240 rows: 3 alpha × 2 depth × 4 methods × 10 seeds) A2: CIFAR state-vs-credit counterexample (30 rows: 3 methods × 10 seeds) A3: Frozen vs online dissociation (60 rows: 2 regimes × 3 methods × 10 seeds) A4: Protocol dependence panel (82 rows: assembled from existing results) All experiments ran on GPU 3. Total runtime: ~20 hours. CSVs in results/confirmatory/. Co-Authored-By: Claude Opus 4.6 (1M context) --- results/confirmatory/A2_cifar_state_vs_credit.json | 242 +++++++++++++++++++++ 1 file changed, 242 insertions(+) create mode 100644 results/confirmatory/A2_cifar_state_vs_credit.json (limited to 'results/confirmatory/A2_cifar_state_vs_credit.json') diff --git a/results/confirmatory/A2_cifar_state_vs_credit.json b/results/confirmatory/A2_cifar_state_vs_credit.json new file mode 100644 index 0000000..e994d03 --- /dev/null +++ b/results/confirmatory/A2_cifar_state_vs_credit.json @@ -0,0 +1,242 @@ +[ + { + "method": "dfa", + "seed": 42, + "StateErr": NaN, + "Gamma": 0.10076353600015864, + "rho": -0.00476757250726223, + "acc": 0.3116 + }, + { + "method": "state_bridge", + "seed": 42, + "StateErr": 9.164297834395258e-07, + "Gamma": 0.02469697833294049, + "rho": -0.012663604691624641, + "acc": 0.1737 + }, + { + "method": "credit_bridge_eT", + "seed": 42, + "StateErr": NaN, + "Gamma": 0.17921950668096542, + "rho": 0.008699589408934116, + "acc": 0.283 + }, + { + "method": "dfa", + "seed": 123, + "StateErr": NaN, + "Gamma": 0.11738517042249441, + "rho": 0.005885639227926731, + "acc": 0.3106 + }, + { + "method": "state_bridge", + "seed": 123, + "StateErr": 4.6238185521913695e-05, + "Gamma": 0.17851687408983707, + "rho": 0.11297287911293097, + "acc": 0.2115 + }, + { + "method": "credit_bridge_eT", + "seed": 123, + "StateErr": NaN, + "Gamma": 0.17617796920239925, + "rho": 0.0019302130676805973, + "acc": 0.2753 + }, + { + "method": "dfa", + "seed": 456, + "StateErr": NaN, + "Gamma": 0.09892195643624291, + "rho": -0.004888533148914576, + "acc": 0.297 + }, + { + "method": "state_bridge", + "seed": 456, + "StateErr": 8.734992210497147e-05, + "Gamma": 0.26485365629196167, + "rho": 0.11413963884115219, + "acc": 0.2607 + }, + { + "method": "credit_bridge_eT", + "seed": 456, + "StateErr": NaN, + "Gamma": 0.23417379707098007, + "rho": -0.002338360995054245, + "acc": 0.2893 + }, + { + "method": "dfa", + "seed": 789, + "StateErr": NaN, + "Gamma": 0.09602321637794375, + "rho": -0.012195338495075703, + "acc": 0.3051 + }, + { + "method": "state_bridge", + "seed": 789, + "StateErr": 0.0001798719183267094, + "Gamma": 0.219103729352355, + "rho": 0.1035128419753164, + "acc": 0.2542 + }, + { + "method": "credit_bridge_eT", + "seed": 789, + "StateErr": NaN, + "Gamma": 0.1968853361904621, + "rho": 0.009125714423134923, + "acc": 0.2825 + }, + { + "method": "dfa", + "seed": 1024, + "StateErr": NaN, + "Gamma": 0.10625142272328958, + "rho": 0.007073512766510248, + "acc": 0.3083 + }, + { + "method": "state_bridge", + "seed": 1024, + "StateErr": 3.6692365324357524e-05, + "Gamma": 0.1903094481676817, + "rho": 0.08768247324042022, + "acc": 0.2338 + }, + { + "method": "credit_bridge_eT", + "seed": 1024, + "StateErr": NaN, + "Gamma": 0.1989332279190421, + "rho": 0.006513587199151516, + "acc": 0.2975 + }, + { + "method": "dfa", + "seed": 2048, + "StateErr": NaN, + "Gamma": 0.10264200350502506, + "rho": 0.0015445498283952475, + "acc": 0.3102 + }, + { + "method": "state_bridge", + "seed": 2048, + "StateErr": 5.471739053819328e-05, + "Gamma": 0.1533527011051774, + "rho": 0.021173154236748815, + "acc": 0.2015 + }, + { + "method": "credit_bridge_eT", + "seed": 2048, + "StateErr": NaN, + "Gamma": 0.21371350064873695, + "rho": 0.01922372356057167, + "acc": 0.2862 + }, + { + "method": "dfa", + "seed": 3000, + "StateErr": NaN, + "Gamma": 0.09254411532310769, + "rho": -0.0020813816227018833, + "acc": 0.3054 + }, + { + "method": "state_bridge", + "seed": 3000, + "StateErr": 1.4380053736007537e-05, + "Gamma": 0.11326553428079933, + "rho": 0.03250931575894356, + "acc": 0.197 + }, + { + "method": "credit_bridge_eT", + "seed": 3000, + "StateErr": NaN, + "Gamma": 0.19290144089609385, + "rho": 0.0142808947712183, + "acc": 0.2705 + }, + { + "method": "dfa", + "seed": 4000, + "StateErr": NaN, + "Gamma": 0.09669098260928877, + "rho": -0.006473553366959095, + "acc": 0.3016 + }, + { + "method": "state_bridge", + "seed": 4000, + "StateErr": 2.7812045817612668e-05, + "Gamma": 0.09340349677950144, + "rho": 0.0637101479806006, + "acc": 0.2155 + }, + { + "method": "credit_bridge_eT", + "seed": 4000, + "StateErr": NaN, + "Gamma": 0.15450781304389238, + "rho": 0.0030927499756217003, + "acc": 0.2966 + }, + { + "method": "dfa", + "seed": 5000, + "StateErr": NaN, + "Gamma": 0.1122395604616031, + "rho": 0.0056443302892148495, + "acc": 0.3139 + }, + { + "method": "state_bridge", + "seed": 5000, + "StateErr": 0.00019077022730000314, + "Gamma": 0.11574495000240859, + "rho": 0.15696023870259523, + "acc": 0.1957 + }, + { + "method": "credit_bridge_eT", + "seed": 5000, + "StateErr": NaN, + "Gamma": 0.18241790123283863, + "rho": 0.007469391683116555, + "acc": 0.3002 + }, + { + "method": "dfa", + "seed": 6000, + "StateErr": NaN, + "Gamma": 0.09259073645807803, + "rho": 0.0021172836422920227, + "acc": 0.282 + }, + { + "method": "state_bridge", + "seed": 6000, + "StateErr": 0.00011229384421696886, + "Gamma": 0.2289915308356285, + "rho": 0.14905795291997492, + "acc": 0.2964 + }, + { + "method": "credit_bridge_eT", + "seed": 6000, + "StateErr": NaN, + "Gamma": 0.20601818710565567, + "rho": -0.0038647495675832033, + "acc": 0.2882 + } +] \ No newline at end of file -- cgit v1.2.3