results: reject four-probe OLS SDIL across seeds

1 files changed, 117 insertions, 0 deletions

diff --git a/results/ep_bias/centered_r7_ols_seeds/seed_1989_intercept.json b/results/ep_bias/centered_r7_ols_seeds/seed_1989_intercept.json
new file mode 100644
index 0000000..8bcee46
--- /dev/null
+++ b/results/ep_bias/centered_r7_ols_seeds/seed_1989_intercept.json
@@ -0,0 +1,117 @@
+{
+  "schema": "rain_ep_structured_bias_screen_v1",
+  "sdil": {
+    "revision": "82a31439f67a0a7d3143f9d3703e63932887fd69"
+  },
+  "author": {
+    "repository": "https://github.com/rain-neuromorphics/energy-based-learning",
+    "revision": "6b253fd8a5d267535f58ab79992256ef10031ceb"
+  },
+  "protocol": {
+    "dataset": "FashionMNIST",
+    "network": "author comparative-study ConvHopfieldEnergy32",
+    "network_protocol": "comparative32",
+    "algorithm": "equilibrium propagation",
+    "beta_policy": "centered",
+    "beta_seed": 7100,
+    "beta_value": 0.25,
+    "adapter": "dillavou",
+    "mode": "constant",
+    "bias_ratio": 1.0,
+    "dillavou_drift_ratio": 0.0,
+    "dillavou_calibration_steps": 4,
+    "dillavou_profile": {
+      "normalized_offsets": [
+        0.9356214982615908,
+        1.6020613079954447,
+        -0.10013991355431538,
+        0.7402593971899275
+      ],
+      "normalized_state_variations": [
+        0.5259526502913017,
+        0.31316961348123956,
+        0.3831972460091073,
+        -0.04782433762159926
+      ],
+      "source": "/home/yurenh2/sdil/results/physical_bias/p0_state_dependence.json"
+    },
+    "predictor_rate": 1.0,
+    "predictor_kind": "nlms",
+    "neutral_cadence": 0,
+    "layer_calibration_steps": 1,
+    "layer_bias_normalization": "clean_difference",
+    "calibration_batches": 0,
+    "calibration_observations": 0,
+    "calibration_seconds": 4.76837158203125e-07,
+    "extra_equilibrium_phases_for_predictor": 0,
+    "predictor_neutral_source": "instruction_off_local_update_probe",
+    "bias_ratio_normalization": "initial_clean_local_update_rms_for_simulation_only",
+    "bias_ratio_normalization_visible_to_predictor": false,
+    "epochs": 1,
+    "train_limit": 10000,
+    "test_limit": 2000,
+    "evaluation_split": "train_holdout",
+    "data_seed": 6200,
+    "batch_size": 128,
+    "training_iterations": 15,
+    "inference_iterations": 60,
+    "schedule_epochs": 100,
+    "seed": 1989,
+    "device": "cuda",
+    "determinism": "best_effort_warn_only",
+    "autodiff_used_for_learning": false
+  },
+  "hardware": {
+    "torch_version": "2.3.1+cu118",
+    "torch_cuda_version": "11.8",
+    "cuda_visible_devices": "2",
+    "device_name": "NVIDIA GeForce GTX 1080"
+  },
+  "metrics": [
+    {
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+      "test_cost": 0.3888361797332764,
+      "finite": true,
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+        "bias_model": "dillavou_released_affine_update",
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+        "residual_update_rms": 1.1867691252874218e-05,
+        "bias_to_clean_update_rms": 0.2274218321042789,
+        "residual_to_clean_update_rms": 0.010525504074458084,
+        "neutral_observations": 4
+      },
+      "wall_seconds": 140.31516075134277
+    }
+  ],
+  "epochs_completed": 1,
+  "beta_sign_counts": {
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+    "negative": 79
+  },
+  "final": {
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+    "test_cost": 0.3888361797332764,
+    "finite": true,
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+      "bias_model": "dillavou_released_affine_update",
+      "bias_profile_source": "/home/yurenh2/sdil/results/physical_bias/p0_state_dependence.json",
+      "clean_update_rms": 0.0011275176152060193,
+      "bias_update_rms": 0.0002564221217800003,
+      "residual_update_rms": 1.1867691252874218e-05,
+      "bias_to_clean_update_rms": 0.2274218321042789,
+      "residual_to_clean_update_rms": 0.010525504074458084,
+      "neutral_observations": 4
+    },
+    "wall_seconds": 140.31516075134277
+  }
+}