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Diffstat (limited to 'results/ep_bias/s0/constant-cal1000-frozen-e1-n10k-r0p1-p0p5-s1988.json')
| -rw-r--r-- | results/ep_bias/s0/constant-cal1000-frozen-e1-n10k-r0p1-p0p5-s1988.json | 68 |
1 files changed, 68 insertions, 0 deletions
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 + } +} |
