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+{
+ "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",
+ "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": 7.152557373046875e-07,
+ "epochs": 3,
+ "train_limit": 10000,
+ "test_limit": 2000,
+ "batch_size": 128,
+ "training_iterations": 12,
+ "inference_iterations": 30,
+ "seed": 1988,
+ "device": "cuda",
+ "determinism": "author_default",
+ "autodiff_used_for_learning": false
+ },
+ "metrics": [
+ {
+ "epoch": 1,
+ "train_accuracy": 0.5563,
+ "train_cost": 0.3355503449678421,
+ "test_accuracy": 0.722,
+ "test_cost": 0.24162537765502928,
+ "finite": true,
+ "corrector": {},
+ "wall_seconds": 11.857985019683838
+ },
+ {
+ "epoch": 2,
+ "train_accuracy": 0.7459,
+ "train_cost": 0.2172047360420227,
+ "test_accuracy": 0.754,
+ "test_cost": 0.20888809299468994,
+ "finite": true,
+ "corrector": {},
+ "wall_seconds": 22.17092728614807
+ },
+ {
+ "epoch": 3,
+ "train_accuracy": 0.7808,
+ "train_cost": 0.1935648787498474,
+ "test_accuracy": 0.7805,
+ "test_cost": 0.20253189277648925,
+ "finite": true,
+ "corrector": {},
+ "wall_seconds": 32.770522356033325
+ }
+ ],
+ "epochs_completed": 3,
+ "final": {
+ "epoch": 3,
+ "train_accuracy": 0.7808,
+ "train_cost": 0.1935648787498474,
+ "test_accuracy": 0.7805,
+ "test_cost": 0.20253189277648925,
+ "finite": true,
+ "corrector": {},
+ "wall_seconds": 32.770522356033325
+ }
+}