| { |
| "name": "heat3-tsmixup-v10", |
| "description": "heat3 curriculum corpus with TSMixup augmentation raised from 0.03 to 0.20: adds convex-combination diversity without altering the family prior.", |
| "min_length": 4096, |
| "max_length": 4096, |
| "prefetch_depth": 2, |
| "family_weights": { |
| "trend_seasonal_ar": 0.1, |
| "regime_shift": 0.105, |
| "multiplicative": 0.05, |
| "ar2": 0.105, |
| "integrated": 0.09, |
| "threshold_ar": 0.06, |
| "chaotic": 0.01, |
| "spectral_gp": 0.065, |
| "long_memory": 0.06, |
| "ou_stochastic_vol": 0.075, |
| "physical_sensors": 0.085, |
| "seasonal_counts": 0.075, |
| "intermittent": 0.025, |
| "pulse_outlier": 0.02, |
| "conditional_stability": 0.075 |
| }, |
| "curriculum": { |
| "enabled": true, |
| "expected_budget_fraction": 0.65, |
| "start_fraction": 0.05, |
| "end_fraction": 0.70, |
| "start_family_weights": { |
| "trend_seasonal_ar": 0.19, |
| "regime_shift": 0.10, |
| "multiplicative": 0.08, |
| "ar2": 0.20, |
| "integrated": 0.05, |
| "threshold_ar": 0.025, |
| "chaotic": 0.0, |
| "spectral_gp": 0.035, |
| "long_memory": 0.025, |
| "ou_stochastic_vol": 0.03, |
| "physical_sensors": 0.105, |
| "seasonal_counts": 0.09, |
| "intermittent": 0.015, |
| "pulse_outlier": 0.005, |
| "conditional_stability": 0.05 |
| }, |
| "start_parameters": { |
| "tr_exc_lo": 0.15, |
| "tr_exc_hi": 0.8, |
| "gr_exc_lo": 0.1, |
| "gr_exc_hi": 0.6, |
| "sa_clean_frac": 0.75, |
| "sa_clean_lo": 0.01, |
| "sa_clean_hi": 0.05, |
| "integrated_heavy_frac": 0.0, |
| "integrated_sv_frac": 0.0, |
| "observation": { |
| "censor_rate": 0.0, |
| "quantize_rate": 0.02, |
| "regular_hold_rate": 0.0, |
| "irregular_hold_rate": 0.0, |
| "irregular_hold_prob_lo": 0.0, |
| "irregular_hold_prob_hi": 0.02, |
| "shock_row_rate": 0.0, |
| "shock_prob_lo": 0.0, |
| "shock_prob_hi": 0.002 |
| }, |
| "augment": { |
| "tsmixup": 0.0, |
| "pad_prefix": 0.0 |
| } |
| } |
| }, |
| "tr_exc_lo": 0.4, |
| "tr_exc_hi": 2.5, |
| "gr_exc_lo": 0.3, |
| "gr_exc_hi": 1.5, |
| "sa_clean_frac": 0.4, |
| "sa_clean_lo": 0.02, |
| "sa_clean_hi": 0.12, |
| "integrated_heavy_frac": 0.25, |
| "integrated_sv_frac": 0.3, |
| "observation": { |
| "censor_rate": 0.08, |
| "quantize_rate": 0.15, |
| "regular_hold_rate": 0.08, |
| "irregular_hold_rate": 0.25, |
| "irregular_hold_prob_lo": 0.01, |
| "irregular_hold_prob_hi": 0.1, |
| "shock_row_rate": 0.4, |
| "shock_prob_lo": 0.002, |
| "shock_prob_hi": 0.025 |
| }, |
| "augment": { |
| "tsmixup": 0.2, |
| "pad_prefix": 0.02 |
| } |
| } |
