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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-06 16:41:21 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-06 16:41:21 -0500 |
| commit | 5030875733e9baf8dd3b801a051bfe6c23ce751d (patch) | |
| tree | 1207cefacd8bcd8050314b508d1cbba97034db80 /results/contrastive_bias/c1/dp-bias-c1-s1991-raw.json | |
| parent | 843d9c33d7dbdef8f2ebc88468f3736154a91004 (diff) | |
results: confirm Dual Prop bias correction
Diffstat (limited to 'results/contrastive_bias/c1/dp-bias-c1-s1991-raw.json')
| -rw-r--r-- | results/contrastive_bias/c1/dp-bias-c1-s1991-raw.json | 164 |
1 files changed, 164 insertions, 0 deletions
diff --git a/results/contrastive_bias/c1/dp-bias-c1-s1991-raw.json b/results/contrastive_bias/c1/dp-bias-c1-s1991-raw.json new file mode 100644 index 0000000..3f5ad20 --- /dev/null +++ b/results/contrastive_bias/c1/dp-bias-c1-s1991-raw.json @@ -0,0 +1,164 @@ +{ + "author_history": "/scratch/yurenh2/sdil-contrastive-bias/dualprop/runs/dp-bias-c1-s1991-raw/2026_08_06_14_41_53/hist.npy", + "command": [ + "/scratch/yurenh2/venvs/dualprop/bin/python", + "train.py", + "--model", + "miniCNN", + "--dataset", + "cifar10", + "--num-epochs", + "130", + "--batch-size", + "100", + "--learning-rate", + "0.025", + "--learning-rate-final", + "2e-6", + "--warmup-learning-rate", + "0.001", + "--warmup-epochs", + "10", + "--decay-epochs", + "120", + "--momentum", + "0.9", + "--weight-decay", + "5e-4", + "--dtype", + "float32", + "--param-dtype", + "float32", + "--percent-train", + "90", + "--percent-val", + "10", + "--seeds", + "1991", + "--feedback-seed", + "1729", + "--gradient-diagnostics", + "none", + "--spectral-diagnostics", + "none", + "--test-policy", + "none", + "--early-stop-policy", + "none", + "--learning-algorithm", + "dualprop-lagr-ff", + "--experiment-name", + "dp-bias-c1-s1991-raw", + "--optimizer-schedule", + "author", + "--loss", + "sce", + "--alpha", + "0.0", + "--beta", + "0.1", + "--inference-sequence", + "fwK", + "--inference-passes-nudged", + "16", + "--dp-bias-kind", + "activity", + "--dp-bias-rule", + "raw", + "--dp-bias-ratio", + "4.0", + "--dp-bias-seed", + "6100", + "--dp-bias-calibration-examples", + "64" + ], + "completed_unix_time": 1786045346.7791083, + "condition": "raw", + "driver_wall_seconds": 41.881043672561646, + "experiment_name": "dp-bias-c1-s1991-raw", + "hardware": { + "cuda_visible_devices": "5", + "memory_total_mib": 8192, + "name": "NVIDIA GeForce GTX 1080", + "physical_index": 5, + "uuid": "GPU-f4aed756-228e-7522-94e7-fb543c02cc74" + }, + "history": { + "best_epoch": 1, + "best_validation_accuracy": 9.399999618530273, + "curves": { + "instruction_observations_for_predictor": [ + 0.0 + ], + "maximum_used_clean_difference_relative_error": [ + NaN + ], + "neutral_observations": [ + 100.0 + ], + "post_bias_raw_bias_rms_ratio": [ + NaN + ], + "raw_bias_clean_difference_rms_ratio": [ + NaN + ], + "train_accuracy": [ + 10.082221984863281 + ], + "train_loss": [ + NaN + ], + "train_time": [ + 18.245442390441895 + ], + "used_clean_difference_rms_ratio": [ + NaN + ], + "val_accuracy": [ + 9.399999618530273 + ], + "val_loss": [ + NaN + ], + "val_time": [ + 0.7408597469329834 + ] + }, + "dp_bias_initialization": { + "bias_kind": "activity", + "bias_ratio_target": 4.0, + "calibration_examples": 64, + "instruction_observations_for_predictor": 0, + "realized_bias_difference_rms_ratio": [ + 3.999999761581421, + 4.000000476837158, + 4.0 + ] + }, + "epochs_completed": 1, + "final_validation_accuracy": 9.399999618530273, + "finite": false, + "test_accuracy": NaN + }, + "kind": "activity", + "output": "/home/yurenh2/sdil_c1_locked/results/contrastive_bias/c1/dp-bias-c1-s1991-raw.json", + "ratio": 4.0, + "registry_sha256": "7e4562faf25bca213ccfdaa23a0f4328667d04234ead2d106bfd87577bcd2146", + "return_code": 0, + "rule": "raw", + "seed": 1991, + "source": { + "author_commit": "79169abac635715e2167f1bb8a089f239d06c431", + "author_upstream": "7b2595b34421e1483a721dbfdeff8cdabda3a1ff", + "sdil_commit": "65c0386e8a46f6e6d308b9351653418c7532eb26", + "tracked_files": { + "CONTRASTIVE_BIAS_CONFIRMATION.md": "754f04c96ded2fceb9d2b575d9b82a245b46e18a541b5b6f280231ac899e5220", + "experiments/analyze_contrastive_bias_c1.py": "6f8b46bbd0876297c42c3ac0b15eb517bceff6a856772bfbc31fd2676a49379e", + "experiments/contrastive_bias_c1.py": "6184ddefb48fb8252db5d4440b721f279335a2873a510329150a0cb745b3ae5c", + "external/dualprop_patches/0020-experiment-add-neuron-specific-bias-to-Dual-Prop.patch": "7ae57542682482dc17f7073ed32c16876e60826431b2d4fbaa391d68332c38f0" + } + }, + "stage": "contrastive_bias_c1", + "status": "completed", + "timeout_seconds": 3600 +} |
