{
 "screen": "G1-FS16",
 "arm": "field",
 "seeds": [
  0
 ],
 "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": 0,
   "oracle": {
    "worst_acc": 1.0,
    "worst_depth": -1,
    "max_mid_entropy": 0.001069359015673399,
    "pass": true
   },
   "history": [
    {
     "acc_d11": 0.0029,
     "exact_d11": 0.0,
     "acc_d12": 0.0,
     "exact_d12": 0.0,
     "acc_d13": 0.002,
     "exact_d13": 0.0,
     "acc_d14": 0.0039,
     "exact_d14": 0.0,
     "acc_d15": 0.0039,
     "exact_d15": 0.0,
     "acc_d16": 0.001,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0022786458333333335,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.079046746095022,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.0,
     "distinct_codes": 0.0,
     "code_map": "[None, None]",
     "empty_word_rate": 0.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "clip_compiler": 1.732,
     "clip_actions": 9.401,
     "clip_spine": 3915.367,
     "step": 0,
     "loss": 4158.3662109375,
     "train_bits": 4111.17,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 2.0037,
     "wall_s": 2.0
    },
    {
     "acc_d11": 0.0059,
     "exact_d11": 0.0,
     "acc_d12": 0.0039,
     "exact_d12": 0.0,
     "acc_d13": 0.0039,
     "exact_d13": 0.0,
     "acc_d14": 0.0039,
     "exact_d14": 0.0,
     "acc_d15": 0.001,
     "exact_d15": 0.0,
     "acc_d16": 0.002,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.00341796875,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.330607036749521,
     "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": 4.235,
     "clip_actions": 12.391,
     "clip_spine": 428.789,
     "step": 500,
     "loss": 2207.285888671875,
     "train_bits": 2196.06,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3349,
     "wall_s": 167.4
    },
    {
     "acc_d11": 0.0059,
     "exact_d11": 0.0,
     "acc_d12": 0.001,
     "exact_d12": 0.0,
     "acc_d13": 0.0049,
     "exact_d13": 0.0,
     "acc_d14": 0.0049,
     "exact_d14": 0.0,
     "acc_d15": 0.0039,
     "exact_d15": 0.0,
     "acc_d16": 0.0078,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.004720052083333333,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.493065694967905,
     "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": 2.303,
     "clip_actions": 0.0,
     "clip_spine": 528.56,
     "step": 1000,
     "loss": 2318.36083984375,
     "train_bits": 2317.63,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3331,
     "wall_s": 333.1
    },
    {
     "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": 0.006761317189860468,
     "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": 1.84,
     "clip_actions": 0.155,
     "clip_spine": 786.437,
     "step": 1500,
     "loss": 1165.1304931640625,
     "train_bits": 1164.32,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3335,
     "wall_s": 500.3
    },
    {
     "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": 0.003151468263240531,
     "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": 0.363,
     "clip_actions": 0.088,
     "clip_spine": 937.93,
     "step": 2000,
     "loss": 1266.816162109375,
     "train_bits": 1266.78,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3337,
     "wall_s": 667.4
    },
    {
     "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": 0.0012950759967983079,
     "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": 0.121,
     "clip_actions": 0.033,
     "clip_spine": 645.369,
     "step": 2500,
     "loss": 1160.72802734375,
     "train_bits": 1160.76,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.334,
     "wall_s": 834.9
    },
    {
     "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": 0.0007966042394400574,
     "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": 0.086,
     "clip_actions": 0.02,
     "clip_spine": 1190.394,
     "step": 3000,
     "loss": 1265.0445556640625,
     "train_bits": 1265.1,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.334,
     "wall_s": 1001.9
    },
    {
     "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": 0.0005016779347594517,
     "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": 0.041,
     "clip_actions": 0.014,
     "clip_spine": 389.494,
     "step": 3500,
     "loss": 1119.896484375,
     "train_bits": 1119.96,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3341,
     "wall_s": 1169.3
    },
    {
     "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": 0.0003164439664639455,
     "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": 0.03,
     "clip_actions": 0.008,
     "clip_spine": 239.492,
     "step": 3999,
     "loss": 1187.5042724609375,
     "train_bits": 1187.57,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3342,
     "wall_s": 1336.4
    }
   ],
   "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": 0.0003164439664639455,
    "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": 0.03,
    "clip_actions": 0.008,
    "clip_spine": 239.492,
    "step": 3999,
    "loss": 1187.5042724609375,
    "train_bits": 1187.57,
    "lam_mid": 0.0,
    "cur_depth": 10,
    "st": 1,
    "s_per_step": 0.3342,
    "wall_s": 1336.4
   }
  }
 ],
 "partial": false,
 "result_file": "scratch/g1rep_field_s0.json",
 "off_law": {},
 "certification_geometry": true
}