| { |
| "args": { |
| "mode": "full", |
| "K": 8, |
| "lam": 1.0, |
| "pe": "ape", |
| "recurrent": true, |
| "R": 32, |
| "no_deep_sup": true, |
| "R_infer": 64, |
| "root": "data/sudoku", |
| "hard": "/scratch/zt1/project/msml612/user/govind02/pcmd/data/sudoku_hard", |
| "augment": true, |
| "d": 128, |
| "layers": 1, |
| "heads": 4, |
| "bs": 256, |
| "steps": 120000, |
| "lr": 0.0003, |
| "warmup": 3000, |
| "seed": 1, |
| "eval_bs": 250, |
| "ckpt_every": 10000, |
| "out": "/scratch/zt1/project/msml612/user/govind02/pcmd/runs/abl-nodeepsup-s1" |
| }, |
| "decode": { |
| "fixedK_1": { |
| "board": 0.935, |
| "cell": 0.9744892558484175, |
| "valid_sudoku": 0.935, |
| "clues_kept": 1.0, |
| "nfe": 1.0 |
| }, |
| "fixedK_2": { |
| "board": 0.94, |
| "cell": 0.9745951095585901, |
| "valid_sudoku": 0.94, |
| "clues_kept": 1.0, |
| "nfe": 2.0 |
| }, |
| "fixedK_4": { |
| "board": 0.956, |
| "cell": 0.9811756818743164, |
| "valid_sudoku": 0.956, |
| "clues_kept": 1.0, |
| "nfe": 4.0 |
| }, |
| "fixedK_8": { |
| "board": 0.968, |
| "cell": 0.9852157651459017, |
| "valid_sudoku": 0.968, |
| "clues_kept": 1.0, |
| "nfe": 8.0 |
| }, |
| "fixedK_16": { |
| "board": 0.972, |
| "cell": 0.9868917822236336, |
| "valid_sudoku": 0.972, |
| "clues_kept": 1.0, |
| "nfe": 16.0 |
| }, |
| "fixedK_32": { |
| "board": 0.975, |
| "cell": 0.9883031650259342, |
| "valid_sudoku": 0.975, |
| "clues_kept": 1.0, |
| "nfe": 32.0 |
| }, |
| "fixedK_61": { |
| "board": 0.976, |
| "cell": 0.9873328393493526, |
| "valid_sudoku": 0.976, |
| "clues_kept": 1.0, |
| "nfe": 59.5 |
| }, |
| "entbudget_0.01": { |
| "board": 0.982, |
| "cell": 0.9916904837514555, |
| "valid_sudoku": 0.982, |
| "clues_kept": 1.0, |
| "nfe": 31.25 |
| }, |
| "entbudget_0.05": { |
| "board": 0.98, |
| "cell": 0.9899968243886949, |
| "valid_sudoku": 0.98, |
| "clues_kept": 1.0, |
| "nfe": 22.5 |
| }, |
| "entbudget_0.2": { |
| "board": 0.979, |
| "cell": 0.9905966620796726, |
| "valid_sudoku": 0.979, |
| "clues_kept": 1.0, |
| "nfe": 19.5 |
| }, |
| "entbudget_0.5": { |
| "board": 0.975, |
| "cell": 0.9885148724462792, |
| "valid_sudoku": 0.975, |
| "clues_kept": 1.0, |
| "nfe": 12.5 |
| }, |
| "entbudget_1.0": { |
| "board": 0.961, |
| "cell": 0.9830634063723933, |
| "valid_sudoku": 0.961, |
| "clues_kept": 1.0, |
| "nfe": 8.0 |
| }, |
| "entbudget_2.0": { |
| "board": 0.949, |
| "cell": 0.9780353551391976, |
| "valid_sudoku": 0.949, |
| "clues_kept": 1.0, |
| "nfe": 7.0 |
| }, |
| "conf_0.9": { |
| "board": 0.959, |
| "cell": 0.9837338132034861, |
| "valid_sudoku": 0.959, |
| "clues_kept": 1.0, |
| "nfe": 8.5 |
| }, |
| "conf_0.99": { |
| "board": 0.974, |
| "cell": 0.989044140997142, |
| "valid_sudoku": 0.974, |
| "clues_kept": 1.0, |
| "nfe": 20.5 |
| }, |
| "conf_0.999": { |
| "board": 0.979, |
| "cell": 0.9893969866977171, |
| "valid_sudoku": 0.979, |
| "clues_kept": 1.0, |
| "nfe": 30.0 |
| } |
| }, |
| "best_board": 0.982 |
| } |
