Ablation B-HIGH-B2_gaussian_only
Browse files
B/HIGH/B2_gaussian_only/seed0/final_report.json
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{
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"config": {
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"group": "B",
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"variant": "B2_gaussian_only",
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"band": "HIGH",
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"seed": 0,
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"phase": 1,
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"overrides": {
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"noise_types": [
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0
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]
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},
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"description": "B-HIGH-B2_gaussian_only"
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},
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"run_config": {
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"matrix_v": 32,
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"D": 4,
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"patch_size": 4,
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"hidden": 64,
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"depth": 1,
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"n_cross_layers": 1,
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"n_heads": 4,
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"max_alpha": 0.2,
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"alpha_init": -2.0,
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"img_size": 64,
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"batch_size": 128,
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"lr": 0.0001,
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"epochs": 1,
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"weight_decay": 0.0,
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"use_cv_ema": true,
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"cv_ema_alpha": 0.01,
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"cv_alignment_epochs": 0,
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"cv_measure_every": 50,
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"cv_sigma_scale": 0.3,
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"boost": 0.5,
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"cross_attn_clip": 0.5,
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"allowed_types": [
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0
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],
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"train_size": 1000000,
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"val_size": 10000,
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"num_workers": 2,
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"report_every": 100,
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| 44 |
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"major_report_every": 10,
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"save_every": 5,
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"seed": 0,
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"hf_repo": "AbstractPhil/geolip-svae-batteries",
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"upload": false
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},
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"cv_ema_final": 0.7532526989096351,
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"cv_last": 0.955166582576933,
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| 52 |
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"predicted_band": "UNCLASSIFIED",
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| 53 |
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"expected_band": "HIGH",
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| 54 |
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"band_match": false,
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| 55 |
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"test_mse": 0.9590300917625427,
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| 56 |
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"recon_ema": 0.9961576105610642,
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| 57 |
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"S0": 3.4055113792419434,
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| 58 |
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"SD": 2.2137160301208496,
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| 59 |
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"ratio": 1.5383686604430225,
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| 60 |
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"erank": 3.9466047286987305,
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| 61 |
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"observed_sphere_cv": 0.950407339262611,
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| 62 |
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"uniform_sphere_cv_prediction": 0.922915479249404,
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| 63 |
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"band_deviation": 0.027491860013207026,
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| 64 |
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"params_count": 40703,
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| 65 |
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"wallclock_seconds": 2.4350595474243164,
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| 66 |
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"batches_completed": 100,
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| 67 |
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"batch_limit": 100,
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| 68 |
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"cv_trajectory": [
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| 69 |
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{
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| 70 |
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"batch": 0,
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| 71 |
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"cv": 0.7512131647311775,
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| 72 |
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"cv_ema": 0.7512131647311775,
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| 73 |
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"recon": 1.0370267629623413
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| 74 |
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},
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| 75 |
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{
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| 76 |
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"batch": 50,
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| 77 |
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"cv": 0.955166582576933,
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| 78 |
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"cv_ema": 0.7532526989096351,
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| 79 |
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"recon": 0.96928870677948
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| 80 |
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}
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| 81 |
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]
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| 82 |
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}
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