| { |
| "vocab_version": 2, |
| "vocab": [ |
| "[PAD]", |
| "[CLS]", |
| "[SEP]", |
| "[MASK]", |
| "[UNK]", |
| "add", |
| "sub", |
| "mul", |
| "div", |
| "pow", |
| "neg", |
| "inv", |
| "sqrt", |
| "pow2", |
| "pow3", |
| "exp", |
| "log", |
| "sin", |
| "cos", |
| "tan", |
| "atan", |
| "x", |
| "E", |
| "pi", |
| "INT+", |
| "INT-", |
| "0", |
| "1", |
| "2", |
| "3", |
| "4", |
| "5", |
| "6", |
| "7", |
| "8", |
| "9", |
| "/" |
| ], |
| "n_quad": 64, |
| "domain": [ |
| -3.141592653589793, |
| 3.141592653589793 |
| ], |
| "token_style": "v2", |
| "families": [ |
| "ode", |
| "poly", |
| "harmonic", |
| "fourier", |
| "exp", |
| "gauss", |
| "lorentz", |
| "damped", |
| "poly_trig", |
| "atan", |
| "log1p", |
| "logistic", |
| "x_gauss", |
| "xn_exp", |
| "chebyshev", |
| "rational", |
| "poly_of" |
| ], |
| "gen_config": { |
| "max_ops": 5, |
| "p_leaf_x": 0.6, |
| "p_scaled_x": 0.2, |
| "int_range": 5, |
| "p_constant": 0.01, |
| "max_len": 126, |
| "norm_min": 0.05, |
| "norm_max": 2000.0, |
| "max_abs": 100000.0, |
| "timeout_s": 3.0, |
| "unary_ops": { |
| "sin": 3, |
| "cos": 3, |
| "exp": 2, |
| "log": 1.5, |
| "sqrt": 1.5, |
| "pow2": 2, |
| "pow3": 1, |
| "inv": 1.5, |
| "tan": 0.5, |
| "atan": 0.5, |
| "neg": 0.5 |
| }, |
| "binary_ops": { |
| "add": 4, |
| "sub": 2, |
| "mul": 4, |
| "div": 2 |
| }, |
| "p_unary": 0.4, |
| "domain": [ |
| -3.141592653589793, |
| 3.141592653589793 |
| ], |
| "affine_leaf_p": 0.4, |
| "affine_a": [ |
| "1/2", |
| "1", |
| "3/2", |
| "2", |
| "3", |
| "4" |
| ], |
| "affine_b_max": 2, |
| "edeg_quota": null, |
| "quota_slack": 30, |
| "canon_deriv": true, |
| "p_rewrite": 0.15, |
| "max_rewrites": 2, |
| "p_template": 0.0, |
| "p_rational_leaf": 0.3, |
| "token_style": "v2", |
| "family_set": "v3", |
| "p_tree": 0.05, |
| "ode_share": 0.25, |
| "p_sweep": 0.3 |
| }, |
| "sizes": { |
| "val": 31951, |
| "test": 31945, |
| "train": 3130885 |
| }, |
| "rejection_stats": { |
| "ok": 3852000, |
| "invalid_d1": 836372, |
| "norm_d1": 88032, |
| "invalid_f": 144984, |
| "norm_f": 108937, |
| "const_nonint": 81909, |
| "error": 4535, |
| "sweep_rows": 1381033, |
| "rewrite_rows": 240823, |
| "duplicate": 1936139, |
| "inf": 1113, |
| "len_d1": 8, |
| "merge_duplicates": 36309, |
| "len_cap": 6751386, |
| "len_quota": 323748 |
| }, |
| "acceptance_rate": 0.3159183480652544, |
| "seconds": 10235.792834758759, |
| "chunks_done": 1926, |
| "chunks_planned": 2995, |
| "args": { |
| "merged_from": [ |
| "data/v4_pool", |
| "data/v4_poly" |
| ], |
| "parts": [ |
| "data/v4_pool", |
| "data/v4_poly" |
| ], |
| "out": "data/v4_pool2", |
| "seed": 0, |
| "val_frac": 0.01, |
| "test_frac": 0.01, |
| "keep_shards": false |
| }, |
| "length_target": "0-9:.036,10-14:.27,15-19:.27,20-24:.18,25-29:.12,30-39:.06,40-49:.025,50-126:.015", |
| "source": "resampled from data/v4_pool2 by fjepa.resample_dataset (seed 0)", |
| "resample_report": { |
| "train": { |
| "rows": 2000001, |
| "bins": [ |
| { |
| "bin": "0-9", |
| "target": 0.0051, |
| "available": 35751, |
| "taken": 8013, |
| "capped": false |
| }, |
| { |
| "bin": "10-14", |
| "target": 0.2654, |
| "available": 429696, |
| "taken": 415027, |
| "capped": false |
| }, |
| { |
| "bin": "15-19", |
| "target": 0.2871, |
| "available": 950592, |
| "taken": 449093, |
| "capped": false |
| }, |
| { |
| "bin": "20-24", |
| "target": 0.181, |
| "available": 616608, |
| "taken": 283036, |
| "capped": false |
| }, |
| { |
| "bin": "25-29", |
| "target": 0.1442, |
| "available": 299052, |
| "taken": 225477, |
| "capped": false |
| }, |
| { |
| "bin": "30-39", |
| "target": 0.0653, |
| "available": 251815, |
| "taken": 102146, |
| "capped": false |
| }, |
| { |
| "bin": "40-49", |
| "target": 0.0323, |
| "available": 96896, |
| "taken": 50488, |
| "capped": false |
| }, |
| { |
| "bin": "50-126", |
| "target": 0.0196, |
| "available": 78080, |
| "taken": 30694, |
| "capped": false |
| } |
| ], |
| "final_hist": { |
| "0-9": 3.69, |
| "10-14": 27.66, |
| "15-19": 27.66, |
| "20-24": 18.44, |
| "25-29": 12.3, |
| "30-39": 6.15, |
| "40-49": 2.56, |
| "50-126": 1.54 |
| }, |
| "final_classes": { |
| "const": 1.0, |
| "linear": 4.2, |
| "quad": 6.14, |
| "poly_of": 13.13 |
| } |
| }, |
| "val": { |
| "rows": 20410, |
| "bins": [ |
| { |
| "bin": "0-9", |
| "target": 0.004, |
| "available": 365, |
| "taken": 64, |
| "capped": false |
| }, |
| { |
| "bin": "10-14", |
| "target": 0.2642, |
| "available": 4464, |
| "taken": 4212, |
| "capped": false |
| }, |
| { |
| "bin": "15-19", |
| "target": 0.2892, |
| "available": 9600, |
| "taken": 4610, |
| "capped": false |
| }, |
| { |
| "bin": "20-24", |
| "target": 0.1821, |
| "available": 6390, |
| "taken": 2904, |
| "capped": false |
| }, |
| { |
| "bin": "25-29", |
| "target": 0.1432, |
| "available": 3037, |
| "taken": 2283, |
| "capped": false |
| }, |
| { |
| "bin": "30-39", |
| "target": 0.0656, |
| "available": 2507, |
| "taken": 1046, |
| "capped": false |
| }, |
| { |
| "bin": "40-49", |
| "target": 0.0322, |
| "available": 1010, |
| "taken": 513, |
| "capped": false |
| }, |
| { |
| "bin": "50-126", |
| "target": 0.0195, |
| "available": 757, |
| "taken": 312, |
| "capped": false |
| } |
| ], |
| "final_hist": { |
| "0-9": 3.69, |
| "10-14": 27.66, |
| "15-19": 27.66, |
| "20-24": 18.44, |
| "25-29": 12.29, |
| "30-39": 6.15, |
| "40-49": 2.56, |
| "50-126": 1.54 |
| }, |
| "final_classes": { |
| "const": 1.0, |
| "linear": 4.29, |
| "quad": 6.0, |
| "poly_of": 12.55 |
| } |
| }, |
| "test": { |
| "rows": 20406, |
| "bins": [ |
| { |
| "bin": "0-9", |
| "target": 0.0083, |
| "available": 390, |
| "taken": 132, |
| "capped": false |
| }, |
| { |
| "bin": "10-14", |
| "target": 0.2559, |
| "available": 4454, |
| "taken": 4081, |
| "capped": false |
| }, |
| { |
| "bin": "15-19", |
| "target": 0.2868, |
| "available": 9691, |
| "taken": 4573, |
| "capped": false |
| }, |
| { |
| "bin": "20-24", |
| "target": 0.1831, |
| "available": 6124, |
| "taken": 2919, |
| "capped": false |
| }, |
| { |
| "bin": "25-29", |
| "target": 0.1469, |
| "available": 3014, |
| "taken": 2342, |
| "capped": false |
| }, |
| { |
| "bin": "30-39", |
| "target": 0.0671, |
| "available": 2684, |
| "taken": 1070, |
| "capped": false |
| }, |
| { |
| "bin": "40-49", |
| "target": 0.0322, |
| "available": 944, |
| "taken": 514, |
| "capped": false |
| }, |
| { |
| "bin": "50-126", |
| "target": 0.0197, |
| "available": 823, |
| "taken": 314, |
| "capped": false |
| } |
| ], |
| "final_hist": { |
| "0-9": 3.69, |
| "10-14": 27.66, |
| "15-19": 27.66, |
| "20-24": 18.44, |
| "25-29": 12.3, |
| "30-39": 6.15, |
| "40-49": 2.56, |
| "50-126": 1.54 |
| }, |
| "final_classes": { |
| "const": 1.0, |
| "linear": 4.22, |
| "quad": 6.45, |
| "poly_of": 12.92 |
| } |
| } |
| } |
| } |
