From d686f83aa35c2f1d87adfb5705ff02abe1901e9d Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Thu, 6 Aug 2026 16:54:15 -0500
Subject: results: close Rain parameter-bias screen

---
 ...ant-cal1000-frozen-e1-n10k-r0p1-p0p5-s1988.json | 68 ++++++++++++++++++++++
 1 file changed, 68 insertions(+)
 create mode 100644 results/ep_bias/s0/constant-cal1000-frozen-e1-n10k-r0p1-p0p5-s1988.json

(limited to 'results/ep_bias/s0/constant-cal1000-frozen-e1-n10k-r0p1-p0p5-s1988.json')

diff --git a/results/ep_bias/s0/constant-cal1000-frozen-e1-n10k-r0p1-p0p5-s1988.json b/results/ep_bias/s0/constant-cal1000-frozen-e1-n10k-r0p1-p0p5-s1988.json
new file mode 100644
index 0000000..c81e30c
--- /dev/null
+++ b/results/ep_bias/s0/constant-cal1000-frozen-e1-n10k-r0p1-p0p5-s1988.json
@@ -0,0 +1,68 @@
+{
+  "schema": "rain_ep_structured_bias_screen_v1",
+  "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",
+    "mode": "constant",
+    "bias_ratio": 0.1,
+    "predictor_rate": 0.5,
+    "neutral_cadence": 0,
+    "calibration_batches": 1000,
+    "calibration_observations": 1000,
+    "calibration_seconds": 62.76313781738281,
+    "epochs": 1,
+    "train_limit": 10000,
+    "test_limit": 2000,
+    "batch_size": 128,
+    "training_iterations": 12,
+    "inference_iterations": 30,
+    "seed": 1988,
+    "device": "cuda",
+    "determinism": "best_effort_warn_only",
+    "autodiff_used_for_learning": false
+  },
+  "metrics": [
+    {
+      "epoch": 1,
+      "train_accuracy": 0.2995,
+      "train_cost": 0.4459439748764038,
+      "test_accuracy": 0.3605,
+      "test_cost": 0.4418565979003906,
+      "finite": true,
+      "corrector": {
+        "step": 78,
+        "clean_rms": 0.012249627574435758,
+        "bias_rms": 0.3237730231776297,
+        "residual_bias_rms": 0.4122399944579638,
+        "bias_to_clean_rms": 26.431254436936896,
+        "residual_to_clean_rms": 33.65326757511257,
+        "neutral_observations": 1000
+      },
+      "wall_seconds": 74.42809700965881
+    }
+  ],
+  "epochs_completed": 1,
+  "final": {
+    "epoch": 1,
+    "train_accuracy": 0.2995,
+    "train_cost": 0.4459439748764038,
+    "test_accuracy": 0.3605,
+    "test_cost": 0.4418565979003906,
+    "finite": true,
+    "corrector": {
+      "step": 78,
+      "clean_rms": 0.012249627574435758,
+      "bias_rms": 0.3237730231776297,
+      "residual_bias_rms": 0.4122399944579638,
+      "bias_to_clean_rms": 26.431254436936896,
+      "residual_to_clean_rms": 33.65326757511257,
+      "neutral_observations": 1000
+    },
+    "wall_seconds": 74.42809700965881
+  }
+}
-- 
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