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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-10 04:26:07 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-10 04:26:07 -0500 |
| commit | 3b89612174f16da526188e640f6e67a0b4b22974 (patch) | |
| tree | 965259532a9beb4a1ad7b114c4549f7e20232e74 /results/ep_bias/centered_r4/seed_1990_raw.json | |
| parent | 1305db8fecfe04f6ba37f31a7c6a9e2a4b8edcda (diff) | |
results: aggregate four full state-bias EP seeds
Diffstat (limited to 'results/ep_bias/centered_r4/seed_1990_raw.json')
| -rw-r--r-- | results/ep_bias/centered_r4/seed_1990_raw.json | 156 |
1 files changed, 156 insertions, 0 deletions
diff --git a/results/ep_bias/centered_r4/seed_1990_raw.json b/results/ep_bias/centered_r4/seed_1990_raw.json new file mode 100644 index 0000000..6bb4d98 --- /dev/null +++ b/results/ep_bias/centered_r4/seed_1990_raw.json @@ -0,0 +1,156 @@ +{ + "schema": "rain_ep_structured_bias_screen_v1", + "sdil": { + "revision": "1305db8fecfe04f6ba37f31a7c6a9e2a4b8edcda" + }, + "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": "raw", + "bias_ratio": 1.0, + "dillavou_drift_ratio": 0.0, + "dillavou_calibration_steps": 1, + "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, + "neutral_cadence": 10, + "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": 10, + "train_limit": 60000, + "test_limit": 10000, + "evaluation_split": "test", + "data_seed": 6200, + "batch_size": 128, + "training_iterations": 15, + "inference_iterations": 60, + "schedule_epochs": 100, + "seed": 1990, + "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": "1", + "device_name": "NVIDIA GeForce GTX 1080" + }, + "metrics": [ + { + "epoch": 1, + "train_accuracy": 0.39966666666666667, + "train_cost": 0.741419501431783, + "test_accuracy": 0.1433, + "test_cost": 0.46476038236618045, + "finite": true, + "corrector": { + "step": 468, + "bias_model": "dillavou_released_affine_update", + "bias_profile_source": "/home/yurenh2/sdil/results/physical_bias/p0_state_dependence.json", + "clean_update_rms": 0.0012942503762052367, + "bias_update_rms": 0.00017666968080245704, + "residual_update_rms": 0.0001766696804607617, + "bias_to_clean_update_rms": 0.13650348035474824, + "residual_to_clean_update_rms": 0.136503480090738, + "neutral_observations": 0 + }, + "wall_seconds": 831.5404508113861 + }, + { + "epoch": 2, + "train_accuracy": 0.36361666666666664, + "train_cost": 1.325737651379903, + "test_accuracy": 0.1001, + "test_cost": 487.04954169921876, + "finite": true, + "corrector": { + "step": 937, + "bias_model": "dillavou_released_affine_update", + "bias_profile_source": "/home/yurenh2/sdil/results/physical_bias/p0_state_dependence.json", + "clean_update_rms": 0.2387424020434094, + "bias_update_rms": 0.000169507662557792, + "residual_update_rms": 0.00016950763568829698, + "bias_to_clean_update_rms": 0.0007100023335066018, + "residual_to_clean_update_rms": 0.0007100022209606328, + "neutral_observations": 0 + }, + "wall_seconds": 1669.2314295768738 + }, + { + "epoch": 3, + "train_accuracy": 0.09966666666666667, + "train_cost": NaN, + "test_accuracy": 0.1, + "test_cost": NaN, + "finite": false, + "corrector": { + "step": 1406, + "bias_model": "dillavou_released_affine_update", + "bias_profile_source": "/home/yurenh2/sdil/results/physical_bias/p0_state_dependence.json", + "clean_update_rms": NaN, + "bias_update_rms": NaN, + "residual_update_rms": NaN, + "bias_to_clean_update_rms": NaN, + "residual_to_clean_update_rms": NaN, + "neutral_observations": 0 + }, + "wall_seconds": 2500.756426334381 + } + ], + "epochs_completed": 3, + "beta_sign_counts": { + "positive": 1407, + "negative": 1407 + }, + "final": { + "epoch": 3, + "train_accuracy": 0.09966666666666667, + "train_cost": NaN, + "test_accuracy": 0.1, + "test_cost": NaN, + "finite": false, + "corrector": { + "step": 1406, + "bias_model": "dillavou_released_affine_update", + "bias_profile_source": "/home/yurenh2/sdil/results/physical_bias/p0_state_dependence.json", + "clean_update_rms": NaN, + "bias_update_rms": NaN, + "residual_update_rms": NaN, + "bias_to_clean_update_rms": NaN, + "residual_to_clean_update_rms": NaN, + "neutral_observations": 0 + }, + "wall_seconds": 2500.756426334381 + } +} |
