ACSSVAE C2 sync WaveSemanticHybridCodec/V5_ACSSVAE_C2_CausalProtectedReal/model_summary_c2.json
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WaveSemanticHybridCodec/V5_ACSSVAE_C2_CausalProtectedReal/model_summary_c2.json
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{
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"run": "V5_ACSSVAE_C2_CAUSAL_REAL",
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"profile": "T4_L4_EXPERIMENT",
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"final_origin": "source_B_shape",
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"v5_checkpoint_meta": {
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"repo": "wuff-mann/Wave_compress_system",
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"remote_path": "WaveSystemSetParserV5/checkpoints/phase_C/complete.pt",
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"local_cache_path": "/root/.cache/huggingface/hub/models--wuff-mann--Wave_compress_system/snapshots/8e073599a3f02e8e3ad5b08575620169be8de888/WaveSystemSetParserV5/checkpoints/phase_C/complete.pt",
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| 9 |
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"checkpoint_score": 0.7434318450842708,
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| 10 |
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"phase": "C_joint",
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| 11 |
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"epoch": 10,
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| 12 |
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"summary": {
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| 13 |
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"instance_iou": 0.948730310793552,
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| 14 |
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"ew_dice": 0.9925958807269732,
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"count_mae": 0.13583333333333333,
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"bg_leak": 0.02585995042407575,
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"score": 0.7434318450842708
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},
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"params": 241042
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},
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"source_stage2_checkpoint": {
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"repo": "wuff-mann/Wave_compress_system",
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| 23 |
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"remote_path": "WaveSemanticHybridCodec/V5_ACSSVAE/checkpoints/best_acssvae.pt",
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| 24 |
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"local_cache_path": "/root/.cache/huggingface/hub/models--wuff-mann--Wave_compress_system/snapshots/8e073599a3f02e8e3ad5b08575620169be8de888/WaveSemanticHybridCodec/V5_ACSSVAE/checkpoints/best_acssvae.pt",
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"phase": "B_shape",
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| 26 |
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"epoch": 7,
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| 27 |
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"score": 0.006085039151522019
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},
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"architecture": {
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| 30 |
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"n_freqs": 47,
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| 31 |
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"n_dirs": 72,
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| 32 |
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"n_slots": 6,
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| 33 |
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"semantic_dim": 9,
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| 34 |
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"shape_dim": 4,
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| 35 |
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"context_dim": 24,
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| 36 |
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"canonical_h": 32,
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| 37 |
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"canonical_w": 48,
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| 38 |
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"canonical_f_extent": 3.0,
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| 39 |
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"canonical_t_extent": 3.0,
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| 40 |
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"encoder_width": 48,
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| 41 |
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"hidden_dim": 160,
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| 42 |
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"decoder_width": 64,
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| 43 |
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"delta_loge": 0.35,
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| 44 |
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"delta_f": 0.08,
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| 45 |
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"delta_angle_rad": 0.3141592653589793,
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"delta_log_spread": 0.45,
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| 47 |
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"delta_rho_logit": 0.75,
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| 48 |
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"delta_skew": 0.9,
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| 49 |
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"min_spread_f": 0.01,
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| 50 |
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"max_spread_f": 0.45,
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| 51 |
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"min_spread_t": 0.015,
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| 52 |
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"max_spread_t": 0.95,
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| 53 |
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"max_abs_rho": 0.92,
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| 54 |
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"max_abs_skew": 3.0,
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| 55 |
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"shape_log_residual_scale": 2.25,
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| 56 |
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"energy_log_den": 8.127109185346375,
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| 57 |
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"eps": 1e-06
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| 58 |
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},
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| 59 |
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"baseline": {
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| 60 |
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"synthetic": {
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| 61 |
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"dir": 0.0003447581077731835,
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| 62 |
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"energy": 0.020664446304241815,
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"freq": 0.0004400863515911624,
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"gap_shuffle": 0.06400362023462852,
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"gap_zero": 0.003976276066775124,
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| 66 |
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"log": 0.029608213591078916,
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| 67 |
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"mse": 0.0010076687186180303,
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| 68 |
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"sem": 0.005711300244244436,
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| 69 |
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"score": 0.0073599768324444665
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| 70 |
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},
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| 71 |
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"real": {
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| 72 |
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"gap_shuffle": 0.005092056390518944,
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| 73 |
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"gap_zero": -0.012078569930357238,
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"log": 0.29318258228401345,
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"mse": 0.03882509336108342,
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| 76 |
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"shape_std_mean": 0.16990717438360056,
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"shape_std_min": 0.0259066434421887,
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| 78 |
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"view_recon": 0.05409283625582854,
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| 79 |
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"view_sem": 0.08364066078017156,
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| 80 |
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"view_shape": 0.10847747605293989
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| 81 |
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},
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| 82 |
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"combined_score": 0.07920155811465034
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| 83 |
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},
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| 84 |
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"causal_gates": {
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| 85 |
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"syn_gap_zero": 0.002385765640065074,
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| 86 |
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"syn_gap_shuffle": 0.03840217214077711,
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| 87 |
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"real_gap_zero": 5e-05,
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| 88 |
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"real_gap_shuffle": 0.0020368225562075776
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| 89 |
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},
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| 90 |
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"final_validation": {
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| 91 |
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"synthetic": {
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| 92 |
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"dir": 0.00035431792166491506,
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| 93 |
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"energy": 0.021270481182727962,
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| 94 |
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"freq": 0.00044074510151403956,
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"gap_shuffle": 0.06844601943157613,
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"gap_zero": 0.00396985920961015,
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| 97 |
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"log": 0.029533624835312366,
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| 98 |
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"mse": 0.0010127641980943736,
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| 99 |
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"sem": 0.005975691135972738,
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| 100 |
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"score": 0.007050185383151984
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| 101 |
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},
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| 102 |
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"real": {
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| 103 |
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"gap_shuffle": 0.004352174792438745,
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"gap_zero": -0.01147314867315193,
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"log": 0.2899385530501604,
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"mse": 0.0380425146392857,
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"shape_std_mean": 0.1657427117228508,
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"shape_std_min": 0.024539753763626018,
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"view_recon": 0.053046469762921336,
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"view_sem": 0.08441163785755634,
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"view_shape": 0.10810978164275488
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| 112 |
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},
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| 113 |
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"combined_score": 0.07819152024404805
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| 114 |
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},
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| 115 |
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"representation": {
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| 116 |
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"semantic_internal_dim": 9,
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| 117 |
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"shape_dim": 4,
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| 118 |
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"semantic_fields": [
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| 119 |
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"log_energy",
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| 120 |
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"peak_frequency",
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| 121 |
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"sin_direction",
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| 122 |
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"cos_direction",
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| 123 |
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"frequency_spread",
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| 124 |
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"direction_spread",
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| 125 |
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"f_theta_correlation",
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| 126 |
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"frequency_skew",
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| 127 |
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"direction_skew"
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| 128 |
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],
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| 129 |
+
"causal_shape_rule": "Delta(z,s)=F(z,s)-F(0,s)",
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| 130 |
+
"real_adaptation_rule": "same-step real+synthetic replay + real causal ranking + shape variance floor + covariance penalty"
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| 131 |
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},
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| 132 |
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"created_utc": "2026-07-08T05:32:37.107564+00:00"
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| 133 |
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}
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