{ "args": { "mode": "mdlm", "objective": "direct", "K": 8, "lam": 1.0, "pe": "ape", "recurrent": true, "R": 32, "no_deep_sup": false, "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/base-directrec-s1" }, "decode": { "fixedK_1": { "board": 0.015, "cell": 0.7376415793373557, "valid_sudoku": 0.015, "clues_kept": 1.0, "nfe": 1.0 }, "fixedK_2": { "board": 0.009, "cell": 0.7314314950072334, "valid_sudoku": 0.009, "clues_kept": 1.0, "nfe": 2.0 }, "fixedK_4": { "board": 0.003, "cell": 0.7721146042835468, "valid_sudoku": 0.003, "clues_kept": 1.0, "nfe": 4.0 }, "fixedK_8": { "board": 0.005, "cell": 0.7732437105253872, "valid_sudoku": 0.005, "clues_kept": 1.0, "nfe": 8.0 }, "fixedK_16": { "board": 0.0, "cell": 0.7650753325570728, "valid_sudoku": 0.0, "clues_kept": 1.0, "nfe": 16.0 }, "fixedK_32": { "board": 0.002, "cell": 0.7653223245474754, "valid_sudoku": 0.002, "clues_kept": 1.0, "nfe": 32.0 }, "fixedK_61": { "board": 0.003, "cell": 0.7670689107653224, "valid_sudoku": 0.003, "clues_kept": 1.0, "nfe": 59.5 }, "entbudget_0.01": { "board": 0.008, "cell": 0.7843759923785328, "valid_sudoku": 0.008, "clues_kept": 1.0, "nfe": 53.75 }, "entbudget_0.05": { "board": 0.037, "cell": 0.7805652588123214, "valid_sudoku": 0.037, "clues_kept": 1.0, "nfe": 46.0 }, "entbudget_0.2": { "board": 0.06, "cell": 0.7796831445608835, "valid_sudoku": 0.06, "clues_kept": 1.0, "nfe": 39.0 }, "entbudget_0.5": { "board": 0.063, "cell": 0.7810592427931266, "valid_sudoku": 0.063, "clues_kept": 1.0, "nfe": 29.5 }, "entbudget_1.0": { "board": 0.064, "cell": 0.7823647718852546, "valid_sudoku": 0.064, "clues_kept": 1.0, "nfe": 22.75 }, "entbudget_2.0": { "board": 0.057, "cell": 0.7639462263152323, "valid_sudoku": 0.057, "clues_kept": 1.0, "nfe": 15.0 }, "conf_0.9": { "board": 0.061, "cell": 0.7680039518718464, "valid_sudoku": 0.061, "clues_kept": 1.0, "nfe": 24.5 }, "conf_0.99": { "board": 0.066, "cell": 0.7839702198228714, "valid_sudoku": 0.066, "clues_kept": 1.0, "nfe": 40.0 }, "conf_0.999": { "board": 0.057, "cell": 0.7903920115733389, "valid_sudoku": 0.057, "clues_kept": 1.0, "nfe": 49.25 } }, "best_board": 0.066 }