{
 "screen": "G1-FS16",
 "arm": "shuffled",
 "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": 0.0011125560849905014,
    "pass": true
   },
   "history": [
    {
     "acc_d11": 0.0,
     "exact_d11": 0.0,
     "acc_d12": 0.002,
     "exact_d12": 0.0,
     "acc_d13": 0.002,
     "exact_d13": 0.0,
     "acc_d14": 0.0029,
     "exact_d14": 0.0,
     "acc_d15": 0.0039,
     "exact_d15": 0.0,
     "acc_d16": 0.0029,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0022786458333333335,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.072190006573996,
     "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_actions": 14.311,
     "clip_spine": 4385.985,
     "step": 0,
     "loss": 4226.7734375,
     "train_bits": 4175.31,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 2.1851,
     "wall_s": 2.2
    },
    {
     "acc_d11": 0.0039,
     "exact_d11": 0.0,
     "acc_d12": 0.0049,
     "exact_d12": 0.0,
     "acc_d13": 0.001,
     "exact_d13": 0.0,
     "acc_d14": 0.0029,
     "exact_d14": 0.0,
     "acc_d15": 0.0068,
     "exact_d15": 0.0,
     "acc_d16": 0.002,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0035807291666666665,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.227465887864431,
     "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": 24.642,
     "clip_actions": 17.408,
     "clip_spine": 1336.517,
     "step": 500,
     "loss": 2008.996337890625,
     "train_bits": 1976.63,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3388,
     "wall_s": 169.4
    },
    {
     "acc_d11": 0.0068,
     "exact_d11": 0.0,
     "acc_d12": 0.0049,
     "exact_d12": 0.0,
     "acc_d13": 0.001,
     "exact_d13": 0.0,
     "acc_d14": 0.002,
     "exact_d14": 0.0,
     "acc_d15": 0.0078,
     "exact_d15": 0.0,
     "acc_d16": 0.0068,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0048828125,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 17.385420282681782,
     "heldout_min_exact": 0.0,
     "singleton_len1": 1.0,
     "distinct_codes": 0.0,
     "code_map": "[1, 1]",
     "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": 5.268,
     "clip_actions": 0.15,
     "clip_spine": 1628.376,
     "step": 1000,
     "loss": 1375.91357421875,
     "train_bits": 1344.74,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3389,
     "wall_s": 338.9
    },
    {
     "acc_d11": 0.0068,
     "exact_d11": 0.0,
     "acc_d12": 0.0049,
     "exact_d12": 0.0,
     "acc_d13": 0.001,
     "exact_d13": 0.0,
     "acc_d14": 0.002,
     "exact_d14": 0.0,
     "acc_d15": 0.0078,
     "exact_d15": 0.0,
     "acc_d16": 0.0068,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0048828125,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 19.749864021937054,
     "heldout_min_exact": 0.0,
     "singleton_len1": 1.0,
     "distinct_codes": 0.0,
     "code_map": "[1, 1]",
     "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": 15.901,
     "clip_actions": 0.063,
     "clip_spine": 3201.784,
     "step": 1500,
     "loss": 1208.3519287109375,
     "train_bits": 1194.65,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3389,
     "wall_s": 508.3
    },
    {
     "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": 0.001482605774071999,
     "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": 16.92,
     "clip_actions": 0.031,
     "clip_spine": 493.364,
     "step": 2000,
     "loss": 1285.947265625,
     "train_bits": 1260.52,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3389,
     "wall_s": 677.9
    },
    {
     "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": 0.0009107958261059442,
     "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": 12.849,
     "clip_actions": 0.02,
     "clip_spine": 643.118,
     "step": 2500,
     "loss": 1173.336669921875,
     "train_bits": 1166.21,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3389,
     "wall_s": 847.3
    },
    {
     "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": 0.0005047521917731501,
     "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": 35.754,
     "clip_actions": 0.011,
     "clip_spine": 2645.988,
     "step": 3000,
     "loss": 1300.7769775390625,
     "train_bits": 1279.9,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3389,
     "wall_s": 1016.6
    },
    {
     "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": 0.00032739746287309873,
     "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": 9.666,
     "clip_actions": 0.008,
     "clip_spine": 357.424,
     "step": 3500,
     "loss": 1130.289794921875,
     "train_bits": 1123.82,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3388,
     "wall_s": 1185.6
    },
    {
     "acc_d11": 0.001,
     "exact_d11": 0.0,
     "acc_d12": 0.0029,
     "exact_d12": 0.0,
     "acc_d13": 0.0,
     "exact_d13": 0.0,
     "acc_d14": 0.0088,
     "exact_d14": 0.0,
     "acc_d15": 0.001,
     "exact_d15": 0.0,
     "acc_d16": 0.001,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.00244140625,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 25.560185472170513,
     "heldout_min_exact": 0.0,
     "singleton_len1": 1.0,
     "distinct_codes": 1.0,
     "code_map": "[0, 1]",
     "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": 8.885,
     "clip_actions": 0.005,
     "clip_spine": 169.68,
     "step": 3999,
     "loss": 1208.1697998046875,
     "train_bits": 1191.74,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3387,
     "wall_s": 1354.5
    }
   ],
   "final": {
    "acc_d11": 0.001,
    "exact_d11": 0.0,
    "acc_d12": 0.0029,
    "exact_d12": 0.0,
    "acc_d13": 0.0,
    "exact_d13": 0.0,
    "acc_d14": 0.0088,
    "exact_d14": 0.0,
    "acc_d15": 0.001,
    "exact_d15": 0.0,
    "acc_d16": 0.001,
    "exact_d16": 0.0,
    "heldout_byte_acc": 0.00244140625,
    "heldout_record_exact": 0.0,
    "heldout_answer_bpb": 25.560185472170513,
    "heldout_min_exact": 0.0,
    "singleton_len1": 1.0,
    "distinct_codes": 1.0,
    "code_map": "[0, 1]",
    "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": 8.885,
    "clip_actions": 0.005,
    "clip_spine": 169.68,
    "step": 3999,
    "loss": 1208.1697998046875,
    "train_bits": 1191.74,
    "lam_mid": 0.0,
    "cur_depth": 10,
    "st": 1,
    "s_per_step": 0.3387,
    "wall_s": 1354.5
   }
  }
 ],
 "partial": false,
 "result_file": "scratch/g1rep_shuffled_s1.json",
 "off_law": {},
 "certification_geometry": true
}