From 53e83e9e68618174b6c9f5e4927463c5ee45434e Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Thu, 6 Aug 2026 17:30:19 -0500 Subject: results: validate Rain comparative beta policies --- results/ep_bias/s4_summary.json | 39 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 39 insertions(+) create mode 100644 results/ep_bias/s4_summary.json (limited to 'results/ep_bias/s4_summary.json') diff --git a/results/ep_bias/s4_summary.json b/results/ep_bias/s4_summary.json new file mode 100644 index 0000000..32db33d --- /dev/null +++ b/results/ep_bias/s4_summary.json @@ -0,0 +1,39 @@ +{ + "stage": "rain_ep_comparative32_beta_smoke_s4", + "status": "negative_beta_functional_under_author_protocol", + "protocol": { + "network": "author comparative-study ConvHopfieldEnergy32", + "dataset": "FashionMNIST", + "train_examples": 10000, + "evaluation_examples": 2000, + "epochs": 1, + "training_relaxation_iterations": 15, + "inference_relaxation_iterations": 60, + "schedule_epochs": 100, + "bias_ratio": 0.0 + }, + "rows": [ + { + "beta_policy": "fixed_positive", + "training_accuracy": 0.2823, + "evaluation_accuracy": 0.614, + "wall_seconds": 129.7868938446045 + }, + { + "beta_policy": "fixed_negative", + "training_accuracy": 0.1553, + "evaluation_accuracy": 0.3155, + "wall_seconds": 130.82120490074158 + }, + { + "beta_policy": "random_sign", + "training_accuracy": 0.2316, + "evaluation_accuracy": 0.391, + "wall_seconds": 133.95944809913635, + "positive_steps": 36, + "negative_steps": 43 + } + ], + "interpretation": "Negative and random-sign beta learn above chance under the pinned author's comparative-study Conv32 architecture and hyperparameters. Their failure in the earlier Conv28 screen is protocol-specific. Random-sign beta must be included as a functioning same-cost baseline in the comparative32 bias matrix.", + "test_policy": "development test subset observed after one epoch; no accuracy claim" +} -- cgit v1.2.3