1 files changed, 121 insertions, 0 deletions
diff --git a/results/ep_bias/c1/rain-ep-c1-s1992-constant.json b/results/ep_bias/c1/rain-ep-c1-s1992-constant.json
new file mode 100644
index 0000000..27a7d2b
--- /dev/null
+++ b/results/ep_bias/c1/rain-ep-c1-s1992-constant.json
@@ -0,0 +1,121 @@
+{
+  "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": "constant",
+    "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": 1992,
+    "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": "7",
+    "device_name": "NVIDIA GeForce GTX 1080"
+  },
+  "metrics": [
+    {
+      "epoch": 1,
+      "train_accuracy": 0.5902,
+      "train_cost": 0.3120627148628235,
+      "test_accuracy": 0.7045,
+      "test_cost": 0.24707548332214355,
+      "finite": true,
+      "corrector": {
+        "step": 78,
+        "clean_state_difference_rms": 0.0027143535116990886,
+        "bias_state_difference_rms": 5.9528391979235206e-05,
+        "residual_state_difference_rms": 7.427145715366313e-05,
+        "bias_to_clean_state_difference_rms": 0.021930965042933025,
+        "residual_to_clean_state_difference_rms": 0.02736248496503753,
+        "neutral_observations": 128
+      },
+      "wall_seconds": 11.075387001037598
+    },
+    {
+      "epoch": 2,
+      "train_accuracy": 0.7414,
+      "train_cost": 0.2212689883708954,
+      "test_accuracy": 0.716,
+      "test_cost": 0.24074801540374755,
+      "finite": true,
+      "corrector": {
+        "step": 157,
+        "clean_state_difference_rms": 0.0015841599682046043,
+        "bias_state_difference_rms": 6.485081704873975e-05,
+        "residual_state_difference_rms": 7.517749256811239e-05,
+        "bias_to_clean_state_difference_rms": 0.040937038146619704,
+        "residual_to_clean_state_difference_rms": 0.04745574568035211,
+        "neutral_observations": 128
+      },
+      "wall_seconds": 21.946842193603516
+    },
+    {
+      "epoch": 3,
+      "train_accuracy": 0.7349,
+      "train_cost": 0.22387321407794952,
+      "test_accuracy": 0.7125,
+      "test_cost": 0.24272252082824708,
+      "finite": true,
+      "corrector": {
+        "step": 236,
+        "clean_state_difference_rms": 0.0019085533072664357,
+        "bias_state_difference_rms": 6.470501048753361e-05,
+        "residual_state_difference_rms": 7.232600844724221e-05,
+        "bias_to_clean_state_difference_rms": 0.03390264774957147,
+        "residual_to_clean_state_difference_rms": 0.03789572351575163,
+        "neutral_observations": 128
+      },
+      "wall_seconds": 32.633464336395264
+    }
+  ],
+  "epochs_completed": 3,
+  "final": {
+    "epoch": 3,
+    "train_accuracy": 0.7349,
+    "train_cost": 0.22387321407794952,
+    "test_accuracy": 0.7125,
+    "test_cost": 0.24272252082824708,
+    "finite": true,
+    "corrector": {
+      "step": 236,
+      "clean_state_difference_rms": 0.0019085533072664357,
+      "bias_state_difference_rms": 6.470501048753361e-05,
+      "residual_state_difference_rms": 7.232600844724221e-05,
+      "bias_to_clean_state_difference_rms": 0.03390264774957147,
+      "residual_to_clean_state_difference_rms": 0.03789572351575163,
+      "neutral_observations": 128
+    },
+    "wall_seconds": 32.633464336395264
+  }
+}