{ "screen": "G1-FS16", "arm": "random_frozen", "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": 0.0, "worst_depth": 8, "max_mid_entropy": 1.0200042724609375, "pass": false }, "history": [ { "acc_d11": 0.0, "exact_d11": 0.0, "acc_d12": 0.002, "exact_d12": 0.0, "acc_d13": 0.0039, "exact_d13": 0.0, "acc_d14": 0.0039, "exact_d14": 0.0, "acc_d15": 0.0, "exact_d15": 0.0, "acc_d16": 0.0059, "exact_d16": 0.0, "heldout_byte_acc": 0.0026041666666666665, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.074793547391891, "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": 1.729, "clip_spine": 4385.614, "step": 0, "loss": 4226.7734375, "train_bits": 4175.31, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 2.2521, "wall_s": 2.3 }, { "acc_d11": 0.002, "exact_d11": 0.0, "acc_d12": 0.0049, "exact_d12": 0.0, "acc_d13": 0.0049, "exact_d13": 0.0, "acc_d14": 0.0049, "exact_d14": 0.0, "acc_d15": 0.0059, "exact_d15": 0.0, "acc_d16": 0.002, "exact_d16": 0.0, "heldout_byte_acc": 0.004069010416666667, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.410822649796804, "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": 0.404, "clip_spine": 1130.573, "step": 500, "loss": 2237.34765625, "train_bits": 2235.19, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3176, "wall_s": 158.8 }, { "acc_d11": 0.0049, "exact_d11": 0.0, "acc_d12": 0.0039, "exact_d12": 0.0, "acc_d13": 0.0059, "exact_d13": 0.0, "acc_d14": 0.0029, "exact_d14": 0.0, "acc_d15": 0.0059, "exact_d15": 0.0, "acc_d16": 0.001, "exact_d16": 0.0, "heldout_byte_acc": 0.004069010416666667, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.67982147137324, "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": 0.598, "clip_spine": 899.861, "step": 1000, "loss": 2357.125244140625, "train_bits": 2354.51, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3163, "wall_s": 316.3 }, { "acc_d11": 0.002, "exact_d11": 0.0, "acc_d12": 0.0029, "exact_d12": 0.0, "acc_d13": 0.002, "exact_d13": 0.0, "acc_d14": 0.0059, "exact_d14": 0.0, "acc_d15": 0.0049, "exact_d15": 0.0, "acc_d16": 0.002, "exact_d16": 0.0, "heldout_byte_acc": 0.0032552083333333335, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.675356189409891, "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": 0.282, "clip_spine": 1247.017, "step": 1500, "loss": 2164.9091796875, "train_bits": 2164.52, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3158, "wall_s": 473.7 }, { "acc_d11": 0.002, "exact_d11": 0.0, "acc_d12": 0.0, "exact_d12": 0.0, "acc_d13": 0.0029, "exact_d13": 0.0, "acc_d14": 0.0029, "exact_d14": 0.0, "acc_d15": 0.0078, "exact_d15": 0.0, "acc_d16": 0.0029, "exact_d16": 0.0, "heldout_byte_acc": 0.0030924479166666665, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.857601881027222, "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": 0.433, "clip_spine": 775.993, "step": 2000, "loss": 2357.899169921875, "train_bits": 2357.09, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3155, "wall_s": 630.9 }, { "acc_d11": 0.002, "exact_d11": 0.0, "acc_d12": 0.0039, "exact_d12": 0.0, "acc_d13": 0.002, "exact_d13": 0.0, "acc_d14": 0.002, "exact_d14": 0.0, "acc_d15": 0.0068, "exact_d15": 0.0, "acc_d16": 0.002, "exact_d16": 0.0, "heldout_byte_acc": 0.0030924479166666665, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.969808419545492, "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": 0.527, "clip_spine": 597.457, "step": 2500, "loss": 1923.6553955078125, "train_bits": 1922.9, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3153, "wall_s": 788.2 }, { "acc_d11": 0.0, "exact_d11": 0.0, "acc_d12": 0.0039, "exact_d12": 0.0, "acc_d13": 0.0029, "exact_d13": 0.0, "acc_d14": 0.0029, "exact_d14": 0.0, "acc_d15": 0.0059, "exact_d15": 0.0, "acc_d16": 0.001, "exact_d16": 0.0, "heldout_byte_acc": 0.0027669270833333335, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.999689320723215, "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": 0.125, "clip_spine": 1046.705, "step": 3000, "loss": 2408.83837890625, "train_bits": 2407.02, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3151, "wall_s": 945.4 }, { "acc_d11": 0.0059, "exact_d11": 0.0, "acc_d12": 0.0039, "exact_d12": 0.0, "acc_d13": 0.002, "exact_d13": 0.0, "acc_d14": 0.0029, "exact_d14": 0.0, "acc_d15": 0.0059, "exact_d15": 0.0, "acc_d16": 0.001, "exact_d16": 0.0, "heldout_byte_acc": 0.0035807291666666665, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.825632909933725, "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": 0.318, "clip_spine": 623.635, "step": 3500, "loss": 1957.0614013671875, "train_bits": 1956.62, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3149, "wall_s": 1102.3 }, { "acc_d11": 0.0049, "exact_d11": 0.0, "acc_d12": 0.0068, "exact_d12": 0.0, "acc_d13": 0.0088, "exact_d13": 0.0, "acc_d14": 0.0049, "exact_d14": 0.0, "acc_d15": 0.0039, "exact_d15": 0.0, "acc_d16": 0.002, "exact_d16": 0.0, "heldout_byte_acc": 0.005208333333333333, "heldout_record_exact": 0.0, "heldout_answer_bpb": 9.00603057940801, "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": 0.146, "clip_spine": 300.717, "step": 3999, "loss": 2253.82421875, "train_bits": 2253.55, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3148, "wall_s": 1258.8 } ], "final": { "acc_d11": 0.0049, "exact_d11": 0.0, "acc_d12": 0.0068, "exact_d12": 0.0, "acc_d13": 0.0088, "exact_d13": 0.0, "acc_d14": 0.0049, "exact_d14": 0.0, "acc_d15": 0.0039, "exact_d15": 0.0, "acc_d16": 0.002, "exact_d16": 0.0, "heldout_byte_acc": 0.005208333333333333, "heldout_record_exact": 0.0, "heldout_answer_bpb": 9.00603057940801, "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": 0.146, "clip_spine": 300.717, "step": 3999, "loss": 2253.82421875, "train_bits": 2253.55, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3148, "wall_s": 1258.8 } } ], "partial": false, "result_file": "scratch/g1rep_random_frozen_s1.json", "off_law": {}, "certification_geometry": true }