{ "screen": "G1-FS16", "arm": "field", "seeds": [ 1 ], "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": 1, "oracle": { "worst_acc": 1.0, "worst_depth": -1, "max_mid_entropy": 0.001111512305215001, "pass": true }, "history": [ { "acc_d11": 0.002, "exact_d11": 0.0, "acc_d12": 0.0029, "exact_d12": 0.0, "acc_d13": 0.0049, "exact_d13": 0.0, "acc_d14": 0.002, "exact_d14": 0.0, "acc_d15": 0.001, "exact_d15": 0.0, "acc_d16": 0.0059, "exact_d16": 0.0, "heldout_byte_acc": 0.0030924479166666665, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.058965474367142, "heldout_min_exact": 0.0, "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": 5.733291626, "clip_compiler_reader": 13.3898983, "clip_actions": 15.20347786, "clip_carrier": 17.6997757, "clip_spine": 4386.618652, "step": 0, "loss": 4308.7734375, "train_bits": 4170.34, "lam_mid": 0.0, "boot": 1054.143799, "cur_depth": 10, "st": 1, "s_per_step": 2.0023, "wall_s": 2.0 }, { "acc_d11": 0.0098, "exact_d11": 0.0, "acc_d12": 0.0068, "exact_d12": 0.0, "acc_d13": 0.0039, "exact_d13": 0.0, "acc_d14": 0.0029, "exact_d14": 0.0, "acc_d15": 0.0049, "exact_d15": 0.0, "acc_d16": 0.001, "exact_d16": 0.0, "heldout_byte_acc": 0.0048828125, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.394833207130432, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "clip_compiler_symbols": 0.6367279291, "clip_compiler_reader": 0.4070387185, "clip_actions": 38.4151535, "clip_carrier": 6.291426659, "clip_spine": 538.3571777, "step": 1000, "loss": 2370.9560546875, "train_bits": 2323.03, "lam_mid": 0.0, "boot": 525.9708862, "cur_depth": 10, "st": 1, "s_per_step": 0.5527, "wall_s": 552.7 }, { "acc_d11": 0.0078, "exact_d11": 0.0, "acc_d12": 0.0059, "exact_d12": 0.0, "acc_d13": 0.0029, "exact_d13": 0.0, "acc_d14": 0.0039, "exact_d14": 0.0, "acc_d15": 0.0117, "exact_d15": 0.0, "acc_d16": 0.0049, "exact_d16": 0.0, "heldout_byte_acc": 0.006184895833333333, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.463801383972168, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "clip_compiler_symbols": 4.010168076, "clip_compiler_reader": 3.688637733, "clip_actions": 49.7608757, "clip_carrier": 6.237751484, "clip_spine": 1130.285034, "step": 2000, "loss": 2357.31005859375, "train_bits": 2306.59, "lam_mid": 0.0, "boot": 543.899292, "cur_depth": 10, "st": 1, "s_per_step": 0.5525, "wall_s": 1105.0 }, { "acc_d11": 0.0059, "exact_d11": 0.0, "acc_d12": 0.0068, "exact_d12": 0.0, "acc_d13": 0.0, "exact_d13": 0.0, "acc_d14": 0.0059, "exact_d14": 0.0, "acc_d15": 0.001, "exact_d15": 0.0, "acc_d16": 0.0029, "exact_d16": 0.0, "heldout_byte_acc": 0.0037434895833333335, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.679304758707682, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "clip_compiler_symbols": 2.254081011, "clip_compiler_reader": 1.762337685, "clip_actions": 53.22829056, "clip_carrier": 7.467860222, "clip_spine": 999.8609619, "step": 3000, "loss": 2376.58935546875, "train_bits": 2327.94, "lam_mid": 0.0, "boot": 528.4229126, "cur_depth": 10, "st": 1, "s_per_step": 0.5522, "wall_s": 1656.7 }, { "acc_d11": 0.0068, "exact_d11": 0.0, "acc_d12": 0.0029, "exact_d12": 0.0, "acc_d13": 0.0059, "exact_d13": 0.0, "acc_d14": 0.0029, "exact_d14": 0.0, "acc_d15": 0.0088, "exact_d15": 0.0, "acc_d16": 0.0039, "exact_d16": 0.0, "heldout_byte_acc": 0.005208333333333333, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.779837727546692, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "clip_compiler_symbols": 3.837761641, "clip_compiler_reader": 2.952608109, "clip_actions": 57.57115936, "clip_carrier": 4.843210697, "clip_spine": 316.8201599, "step": 3999, "loss": 2176.947265625, "train_bits": 2152.96, "lam_mid": 0.0, "boot": 252.2272949, "cur_depth": 10, "st": 1, "s_per_step": 0.5521, "wall_s": 2208.0 } ], "final": { "acc_d11": 0.0068, "exact_d11": 0.0, "acc_d12": 0.0029, "exact_d12": 0.0, "acc_d13": 0.0059, "exact_d13": 0.0, "acc_d14": 0.0029, "exact_d14": 0.0, "acc_d15": 0.0088, "exact_d15": 0.0, "acc_d16": 0.0039, "exact_d16": 0.0, "heldout_byte_acc": 0.005208333333333333, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.779837727546692, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "clip_compiler_symbols": 3.837761641, "clip_compiler_reader": 2.952608109, "clip_actions": 57.57115936, "clip_carrier": 4.843210697, "clip_spine": 316.8201599, "step": 3999, "loss": 2176.947265625, "train_bits": 2152.96, "lam_mid": 0.0, "boot": 252.2272949, "cur_depth": 10, "st": 1, "s_per_step": 0.5521, "wall_s": 2208.0 } } ], "partial": false, "result_file": "g1boot_s1.json", "off_law": {}, "certification_geometry": true }