From d8fe36a0c44fd45edb6a637d3530fdaeeca74fd5 Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Thu, 6 Aug 2026 17:15:51 -0500
Subject: results: audit Rain EP bias confirmation

---
 results/ep_bias/c1/rain-ep-c1-s1991-clean.json | 89 ++++++++++++++++++++++++++
 1 file changed, 89 insertions(+)
 create mode 100644 results/ep_bias/c1/rain-ep-c1-s1991-clean.json

(limited to 'results/ep_bias/c1/rain-ep-c1-s1991-clean.json')

diff --git a/results/ep_bias/c1/rain-ep-c1-s1991-clean.json b/results/ep_bias/c1/rain-ep-c1-s1991-clean.json
new file mode 100644
index 0000000..55b6d01
--- /dev/null
+++ b/results/ep_bias/c1/rain-ep-c1-s1991-clean.json
@@ -0,0 +1,89 @@
+{
+  "schema": "rain_ep_structured_bias_screen_v1",
+  "sdil": {
+    "revision": "a10a84066a6f7aa38d86b1a71ed371c9c6f22815"
+  },
+  "author": {
+    "repository": "https://github.com/rain-neuromorphics/energy-based-learning",
+    "revision": "6b253fd8a5d267535f58ab79992256ef10031ceb"
+  },
+  "protocol": {
+    "dataset": "FashionMNIST",
+    "network": "author ConvHopfieldEnergy28 32-64-10",
+    "algorithm": "positive equilibrium propagation",
+    "adapter": "layer",
+    "mode": "clean",
+    "bias_ratio": 0.01,
+    "predictor_rate": 0.2,
+    "neutral_cadence": 1,
+    "layer_calibration_steps": 1,
+    "calibration_batches": 0,
+    "calibration_observations": 0,
+    "calibration_seconds": 4.76837158203125e-07,
+    "extra_equilibrium_phases_for_predictor": 0,
+    "predictor_neutral_source": "existing_first_EP_phase",
+    "bias_ratio_normalization": "experimenter_initial_clean_layer_state_difference_rms",
+    "bias_ratio_normalization_visible_to_predictor": false,
+    "epochs": 3,
+    "train_limit": 10000,
+    "test_limit": 2000,
+    "evaluation_split": "train_holdout",
+    "data_seed": 6100,
+    "batch_size": 128,
+    "training_iterations": 12,
+    "inference_iterations": 30,
+    "seed": 1991,
+    "device": "cuda",
+    "determinism": "author_default",
+    "autodiff_used_for_learning": false
+  },
+  "hardware": {
+    "torch_version": "2.3.1+cu118",
+    "torch_cuda_version": "11.8",
+    "cuda_visible_devices": "5",
+    "device_name": "NVIDIA GeForce GTX 1080"
+  },
+  "metrics": [
+    {
+      "epoch": 1,
+      "train_accuracy": 0.6286,
+      "train_cost": 0.2864802133560181,
+      "test_accuracy": 0.7565,
+      "test_cost": 0.2155777521133423,
+      "finite": true,
+      "corrector": {},
+      "wall_seconds": 11.806015729904175
+    },
+    {
+      "epoch": 2,
+      "train_accuracy": 0.795,
+      "train_cost": 0.18370667338371277,
+      "test_accuracy": 0.808,
+      "test_cost": 0.17455010938644408,
+      "finite": true,
+      "corrector": {},
+      "wall_seconds": 22.56948685646057
+    },
+    {
+      "epoch": 3,
+      "train_accuracy": 0.7993,
+      "train_cost": 0.18258129904270173,
+      "test_accuracy": 0.7485,
+      "test_cost": 0.22590363597869872,
+      "finite": true,
+      "corrector": {},
+      "wall_seconds": 33.01645755767822
+    }
+  ],
+  "epochs_completed": 3,
+  "final": {
+    "epoch": 3,
+    "train_accuracy": 0.7993,
+    "train_cost": 0.18258129904270173,
+    "test_accuracy": 0.7485,
+    "test_cost": 0.22590363597869872,
+    "finite": true,
+    "corrector": {},
+    "wall_seconds": 33.01645755767822
+  }
+}
-- 
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