{ "screen": "G1-FS16", "arm": "field", "seeds": [ 2 ], "nonce": 0, "steps": 4000, "events": 2, "m_records": 16, "d": 64, "layers": 3, "carrier": 256, "train_depth": 10, "closure": 16, "lam_mid": 0.0, "lam_cpu": 0.02, "lam_a": 0.02, "mid_warmup": 0.0, "curriculum": 0.0, "straight_through": true, "st_after": 0.0, "act_init": 4.0, "sampled": true, "eps": 0.05, "device": "cuda", "runs": [ { "seed": 2, "oracle": { "worst_acc": 1.0, "worst_depth": -1, "max_mid_entropy": 0.0010794074041768909, "pass": true }, "history": [ { "acc_d11": 0.0029, "exact_d11": 0.0, "acc_d12": 0.0107, "exact_d12": 0.0, "acc_d13": 0.002, "exact_d13": 0.0, "acc_d14": 0.002, "exact_d14": 0.0, "acc_d15": 0.0059, "exact_d15": 0.0, "acc_d16": 0.0, "exact_d16": 0.0, "heldout_byte_acc": 0.00390625, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.05114041765531, "heldout_min_exact": 0.0, "singleton_len1": 0.5, "distinct_codes": 0.0, "code_map": "[None, 1]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "clip_compiler_symbols": 4.125268936, "clip_compiler_reader": 7.910591125, "clip_actions": 14.03301525, "clip_carrier": 26.35550308, "clip_spine": 3943.043701, "step": 0, "loss": 4168.09228515625, "train_bits": 4025.17, "lam_mid": 0.0, "boot": 1053.041504, "cur_depth": 10, "st": 1, "s_per_step": 1.1526, "wall_s": 1.2 }, { "acc_d11": 1.0, "exact_d11": 1.0, "acc_d12": 1.0, "exact_d12": 1.0, "acc_d13": 1.0, "exact_d13": 1.0, "acc_d14": 1.0, "exact_d14": 1.0, "acc_d15": 1.0, "exact_d15": 1.0, "acc_d16": 1.0, "exact_d16": 1.0, "heldout_byte_acc": 1.0, "heldout_record_exact": 1.0, "heldout_answer_bpb": 0.001500481806336514, "heldout_min_exact": 1.0, "singleton_len1": 1.0, "distinct_codes": 1.0, "code_map": "[1, 0]", "empty_word_rate": 1.0, "word_purity": 1.0, "word_len_match": 1.0, "purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]", "purity_trained": 1.0, "purity_closure": 1.0, "clip_compiler_symbols": 0.242918089, "clip_compiler_reader": 0.09291044623, "clip_actions": 0.06172373891, "clip_carrier": 0.09156430513, "clip_spine": 820.7062988, "step": 1000, "loss": 1274.548828125, "train_bits": 1273.9, "lam_mid": 0.0, "boot": 7.577934742, "cur_depth": 10, "st": 1, "s_per_step": 0.5551, "wall_s": 555.1 }, { "acc_d11": 1.0, "exact_d11": 1.0, "acc_d12": 1.0, "exact_d12": 1.0, "acc_d13": 1.0, "exact_d13": 1.0, "acc_d14": 1.0, "exact_d14": 1.0, "acc_d15": 1.0, "exact_d15": 1.0, "acc_d16": 1.0, "exact_d16": 1.0, "heldout_byte_acc": 1.0, "heldout_record_exact": 1.0, "heldout_answer_bpb": 0.0011845508540015242, "heldout_min_exact": 1.0, "singleton_len1": 1.0, "distinct_codes": 1.0, "code_map": "[1, 0]", "empty_word_rate": 1.0, "word_purity": 1.0, "word_len_match": 1.0, "purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]", "purity_trained": 1.0, "purity_closure": 1.0, "clip_compiler_symbols": 0.04524885863, "clip_compiler_reader": 0.01701384969, "clip_actions": 0.07357554883, "clip_carrier": 0.05894943327, "clip_spine": 924.3894653, "step": 2000, "loss": 1273.8916015625, "train_bits": 1273.32, "lam_mid": 0.0, "boot": 7.019150734, "cur_depth": 10, "st": 1, "s_per_step": 0.5551, "wall_s": 1110.3 }, { "acc_d11": 1.0, "exact_d11": 1.0, "acc_d12": 1.0, "exact_d12": 1.0, "acc_d13": 1.0, "exact_d13": 1.0, "acc_d14": 1.0, "exact_d14": 1.0, "acc_d15": 1.0, "exact_d15": 1.0, "acc_d16": 1.0, "exact_d16": 1.0, "heldout_byte_acc": 1.0, "heldout_record_exact": 1.0, "heldout_answer_bpb": 0.0010950780560960993, "heldout_min_exact": 1.0, "singleton_len1": 1.0, "distinct_codes": 1.0, "code_map": "[1, 0]", "empty_word_rate": 1.0, "word_purity": 1.0, "word_len_match": 1.0, "purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]", "purity_trained": 1.0, "purity_closure": 1.0, "clip_compiler_symbols": 0.0164213106, "clip_compiler_reader": 0.006436738651, "clip_actions": 0.09464655817, "clip_carrier": 0.04487812892, "clip_spine": 1100.440063, "step": 3000, "loss": 1262.300048828125, "train_bits": 1261.74, "lam_mid": 0.0, "boot": 6.952239037, "cur_depth": 10, "st": 1, "s_per_step": 0.5554, "wall_s": 1666.3 }, { "acc_d11": 1.0, "exact_d11": 1.0, "acc_d12": 1.0, "exact_d12": 1.0, "acc_d13": 1.0, "exact_d13": 1.0, "acc_d14": 1.0, "exact_d14": 1.0, "acc_d15": 1.0, "exact_d15": 1.0, "acc_d16": 1.0, "exact_d16": 1.0, "heldout_byte_acc": 1.0, "heldout_record_exact": 1.0, "heldout_answer_bpb": 0.0008024330774484648, "heldout_min_exact": 1.0, "singleton_len1": 1.0, "distinct_codes": 1.0, "code_map": "[1, 0]", "empty_word_rate": 1.0, "word_purity": 1.0, "word_len_match": 1.0, "purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]", "purity_trained": 1.0, "purity_closure": 1.0, "clip_compiler_symbols": 0.007442215923, "clip_compiler_reader": 0.002812026301, "clip_actions": 0.08400611579, "clip_carrier": 0.02643773332, "clip_spine": 6501.405273, "step": 3999, "loss": 1280.486572265625, "train_bits": 1279.95, "lam_mid": 0.0, "boot": 6.736289501, "cur_depth": 10, "st": 1, "s_per_step": 0.5554, "wall_s": 2221.1 } ], "final": { "acc_d11": 1.0, "exact_d11": 1.0, "acc_d12": 1.0, "exact_d12": 1.0, "acc_d13": 1.0, "exact_d13": 1.0, "acc_d14": 1.0, "exact_d14": 1.0, "acc_d15": 1.0, "exact_d15": 1.0, "acc_d16": 1.0, "exact_d16": 1.0, "heldout_byte_acc": 1.0, "heldout_record_exact": 1.0, "heldout_answer_bpb": 0.0008024330774484648, "heldout_min_exact": 1.0, "singleton_len1": 1.0, "distinct_codes": 1.0, "code_map": "[1, 0]", "empty_word_rate": 1.0, "word_purity": 1.0, "word_len_match": 1.0, "purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]", "purity_trained": 1.0, "purity_closure": 1.0, "clip_compiler_symbols": 0.007442215923, "clip_compiler_reader": 0.002812026301, "clip_actions": 0.08400611579, "clip_carrier": 0.02643773332, "clip_spine": 6501.405273, "step": 3999, "loss": 1280.486572265625, "train_bits": 1279.95, "lam_mid": 0.0, "boot": 6.736289501, "cur_depth": 10, "st": 1, "s_per_step": 0.5554, "wall_s": 2221.1 } } ], "partial": false, "result_file": "g1boot_s2.json", "off_law": {}, "certification_geometry": true }