{
 "screen": "G1-FS16",
 "arm": "field",
 "seeds": [
  1
 ],
 "nonce": 0,
 "steps": 24000,
 "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": 0.0039,
     "exact_d11": 0.0,
     "acc_d12": 0.0078,
     "exact_d12": 0.0,
     "acc_d13": 0.0059,
     "exact_d13": 0.0,
     "acc_d14": 0.002,
     "exact_d14": 0.0,
     "acc_d15": 0.002,
     "exact_d15": 0.0,
     "acc_d16": 0.0049,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.00439453125,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.059488117694855,
     "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,
     "step": 0,
     "loss": 4173.861328125,
     "train_bits": 4173.46,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 2.169,
     "wall_s": 2.2
    },
    {
     "acc_d11": 0.001,
     "exact_d11": 0.0,
     "acc_d12": 0.0088,
     "exact_d12": 0.0,
     "acc_d13": 0.0068,
     "exact_d13": 0.0,
     "acc_d14": 0.002,
     "exact_d14": 0.0,
     "acc_d15": 0.0039,
     "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": 8.492681900660196,
     "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,
     "step": 1000,
     "loss": 2340.270263671875,
     "train_bits": 2340.34,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3312,
     "wall_s": 331.2
    },
    {
     "acc_d11": 0.002,
     "exact_d11": 0.0,
     "acc_d12": 0.0029,
     "exact_d12": 0.0,
     "acc_d13": 0.001,
     "exact_d13": 0.0,
     "acc_d14": 0.001,
     "exact_d14": 0.0,
     "acc_d15": 0.0029,
     "exact_d15": 0.0,
     "acc_d16": 0.0029,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0021158854166666665,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.414311408996582,
     "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,
     "step": 2000,
     "loss": 2300.168701171875,
     "train_bits": 2300.24,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3305,
     "wall_s": 661.0
    },
    {
     "acc_d11": 0.0059,
     "exact_d11": 0.0,
     "acc_d12": 0.0059,
     "exact_d12": 0.0,
     "acc_d13": 0.0029,
     "exact_d13": 0.0,
     "acc_d14": 0.002,
     "exact_d14": 0.0,
     "acc_d15": 0.001,
     "exact_d15": 0.0,
     "acc_d16": 0.0078,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.004231770833333333,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.329539020856222,
     "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,
     "step": 3000,
     "loss": 2219.268310546875,
     "train_bits": 2219.31,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3303,
     "wall_s": 990.8
    },
    {
     "acc_d11": 0.0068,
     "exact_d11": 0.0,
     "acc_d12": 0.0049,
     "exact_d12": 0.0,
     "acc_d13": 0.002,
     "exact_d13": 0.0,
     "acc_d14": 0.001,
     "exact_d14": 0.0,
     "acc_d15": 0.002,
     "exact_d15": 0.0,
     "acc_d16": 0.0,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0027669270833333335,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.52494446436564,
     "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,
     "step": 4000,
     "loss": 1689.9998779296875,
     "train_bits": 1690.07,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3302,
     "wall_s": 1320.9
    },
    {
     "acc_d11": 0.001,
     "exact_d11": 0.0,
     "acc_d12": 0.002,
     "exact_d12": 0.0,
     "acc_d13": 0.0,
     "exact_d13": 0.0,
     "acc_d14": 0.0029,
     "exact_d14": 0.0,
     "acc_d15": 0.0078,
     "exact_d15": 0.0,
     "acc_d16": 0.0059,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0032552083333333335,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.563325007756552,
     "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,
     "step": 5000,
     "loss": 2185.861572265625,
     "train_bits": 2185.94,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3302,
     "wall_s": 1650.9
    },
    {
     "acc_d11": 0.0098,
     "exact_d11": 0.0,
     "acc_d12": 0.0049,
     "exact_d12": 0.0,
     "acc_d13": 0.0029,
     "exact_d13": 0.0,
     "acc_d14": 0.0049,
     "exact_d14": 0.0,
     "acc_d15": 0.0068,
     "exact_d15": 0.0,
     "acc_d16": 0.0039,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.005533854166666667,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.61057722568512,
     "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,
     "step": 6000,
     "loss": 1633.415283203125,
     "train_bits": 1633.49,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3301,
     "wall_s": 1980.7
    },
    {
     "acc_d11": 0.002,
     "exact_d11": 0.0,
     "acc_d12": 0.0117,
     "exact_d12": 0.0,
     "acc_d13": 0.0029,
     "exact_d13": 0.0,
     "acc_d14": 0.0068,
     "exact_d14": 0.0,
     "acc_d15": 0.002,
     "exact_d15": 0.0,
     "acc_d16": 0.0059,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.005208333333333333,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.58903948465983,
     "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,
     "step": 7000,
     "loss": 1426.048828125,
     "train_bits": 1426.12,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3301,
     "wall_s": 2310.6
    },
    {
     "acc_d11": 0.0088,
     "exact_d11": 0.0,
     "acc_d12": 0.0059,
     "exact_d12": 0.0,
     "acc_d13": 0.0039,
     "exact_d13": 0.0,
     "acc_d14": 0.0029,
     "exact_d14": 0.0,
     "acc_d15": 0.002,
     "exact_d15": 0.0,
     "acc_d16": 0.0029,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.00439453125,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.770659824212393,
     "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,
     "step": 8000,
     "loss": 1554.925048828125,
     "train_bits": 1555.0,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3301,
     "wall_s": 2640.4
    },
    {
     "acc_d11": 0.0029,
     "exact_d11": 0.0,
     "acc_d12": 0.0059,
     "exact_d12": 0.0,
     "acc_d13": 0.0,
     "exact_d13": 0.0,
     "acc_d14": 0.0029,
     "exact_d14": 0.0,
     "acc_d15": 0.0029,
     "exact_d15": 0.0,
     "acc_d16": 0.0068,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0035807291666666665,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.788931210835775,
     "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,
     "step": 9000,
     "loss": 1334.853271484375,
     "train_bits": 1334.93,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.33,
     "wall_s": 2970.3
    },
    {
     "acc_d11": 0.001,
     "exact_d11": 0.0,
     "acc_d12": 0.001,
     "exact_d12": 0.0,
     "acc_d13": 0.0059,
     "exact_d13": 0.0,
     "acc_d14": 0.0078,
     "exact_d14": 0.0,
     "acc_d15": 0.0039,
     "exact_d15": 0.0,
     "acc_d16": 0.0098,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0048828125,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.635400176048279,
     "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,
     "step": 10000,
     "loss": 1287.35205078125,
     "train_bits": 1287.43,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.33,
     "wall_s": 3300.2
    },
    {
     "acc_d11": 0.0059,
     "exact_d11": 0.0,
     "acc_d12": 0.0039,
     "exact_d12": 0.0,
     "acc_d13": 0.0088,
     "exact_d13": 0.0,
     "acc_d14": 0.0039,
     "exact_d14": 0.0,
     "acc_d15": 0.0029,
     "exact_d15": 0.0,
     "acc_d16": 0.0029,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.004720052083333333,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.783763746420542,
     "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,
     "step": 11000,
     "loss": 1348.0107421875,
     "train_bits": 1348.08,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.33,
     "wall_s": 3630.1
    },
    {
     "acc_d11": 0.0029,
     "exact_d11": 0.0,
     "acc_d12": 0.0039,
     "exact_d12": 0.0,
     "acc_d13": 0.002,
     "exact_d13": 0.0,
     "acc_d14": 0.0049,
     "exact_d14": 0.0,
     "acc_d15": 0.0049,
     "exact_d15": 0.0,
     "acc_d16": 0.0029,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0035807291666666665,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.835613509019216,
     "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,
     "step": 12000,
     "loss": 2081.035888671875,
     "train_bits": 2081.03,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.33,
     "wall_s": 3960.1
    },
    {
     "acc_d11": 0.0039,
     "exact_d11": 0.0,
     "acc_d12": 0.0029,
     "exact_d12": 0.0,
     "acc_d13": 0.002,
     "exact_d13": 0.0,
     "acc_d14": 0.0049,
     "exact_d14": 0.0,
     "acc_d15": 0.0039,
     "exact_d15": 0.0,
     "acc_d16": 0.0029,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.00341796875,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.699694772561392,
     "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,
     "step": 13000,
     "loss": 2225.809814453125,
     "train_bits": 2225.87,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.33,
     "wall_s": 4290.2
    },
    {
     "acc_d11": 0.0039,
     "exact_d11": 0.0,
     "acc_d12": 0.0039,
     "exact_d12": 0.0,
     "acc_d13": 0.0,
     "exact_d13": 0.0,
     "acc_d14": 0.001,
     "exact_d14": 0.0,
     "acc_d15": 0.0049,
     "exact_d15": 0.0,
     "acc_d16": 0.0029,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0027669270833333335,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.789549549420675,
     "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,
     "step": 14000,
     "loss": 2299.97314453125,
     "train_bits": 2300.05,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.33,
     "wall_s": 4620.3
    },
    {
     "acc_d11": 0.001,
     "exact_d11": 0.0,
     "acc_d12": 0.0078,
     "exact_d12": 0.0,
     "acc_d13": 0.0,
     "exact_d13": 0.0,
     "acc_d14": 0.001,
     "exact_d14": 0.0,
     "acc_d15": 0.002,
     "exact_d15": 0.0,
     "acc_d16": 0.0039,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0026041666666666665,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.733414252599081,
     "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,
     "step": 15000,
     "loss": 1910.0517578125,
     "train_bits": 1910.12,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.33,
     "wall_s": 4950.3
    },
    {
     "acc_d11": 0.0049,
     "exact_d11": 0.0,
     "acc_d12": 0.0059,
     "exact_d12": 0.0,
     "acc_d13": 0.0049,
     "exact_d13": 0.0,
     "acc_d14": 0.0049,
     "exact_d14": 0.0,
     "acc_d15": 0.002,
     "exact_d15": 0.0,
     "acc_d16": 0.0,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0037434895833333335,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 10.786746462186178,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.5,
     "distinct_codes": 0.0,
     "code_map": "[0, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 16000,
     "loss": 2146.543212890625,
     "train_bits": 2146.62,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.33,
     "wall_s": 5280.4
    },
    {
     "acc_d11": 0.002,
     "exact_d11": 0.0,
     "acc_d12": 0.0059,
     "exact_d12": 0.0,
     "acc_d13": 0.0,
     "exact_d13": 0.0,
     "acc_d14": 0.0029,
     "exact_d14": 0.0,
     "acc_d15": 0.0,
     "exact_d15": 0.0,
     "acc_d16": 0.001,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.001953125,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 10.656413316726685,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.5,
     "distinct_codes": 0.0,
     "code_map": "[0, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 17000,
     "loss": 1645.305908203125,
     "train_bits": 1645.38,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.33,
     "wall_s": 5610.5
    },
    {
     "acc_d11": 0.002,
     "exact_d11": 0.0,
     "acc_d12": 0.0068,
     "exact_d12": 0.0,
     "acc_d13": 0.0107,
     "exact_d13": 0.0,
     "acc_d14": 0.001,
     "exact_d14": 0.0,
     "acc_d15": 0.002,
     "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": 8.842921694119772,
     "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,
     "step": 18000,
     "loss": 1505.0440673828125,
     "train_bits": 1505.12,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.33,
     "wall_s": 5940.8
    },
    {
     "acc_d11": 0.0059,
     "exact_d11": 0.0,
     "acc_d12": 0.0029,
     "exact_d12": 0.0,
     "acc_d13": 0.0,
     "exact_d13": 0.0,
     "acc_d14": 0.0049,
     "exact_d14": 0.0,
     "acc_d15": 0.0039,
     "exact_d15": 0.0,
     "acc_d16": 0.0029,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.00341796875,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 10.420472840468088,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.5,
     "distinct_codes": 0.0,
     "code_map": "[0, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 19000,
     "loss": 1508.8564453125,
     "train_bits": 1508.93,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3301,
     "wall_s": 6271.1
    },
    {
     "acc_d11": 0.0068,
     "exact_d11": 0.0,
     "acc_d12": 0.001,
     "exact_d12": 0.0,
     "acc_d13": 0.0059,
     "exact_d13": 0.0,
     "acc_d14": 0.0,
     "exact_d14": 0.0,
     "acc_d15": 0.0029,
     "exact_d15": 0.0,
     "acc_d16": 0.0078,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.004069010416666667,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.861124893029531,
     "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,
     "step": 20000,
     "loss": 1361.7120361328125,
     "train_bits": 1361.79,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3301,
     "wall_s": 6601.3
    },
    {
     "acc_d11": 0.0029,
     "exact_d11": 0.0,
     "acc_d12": 0.0,
     "exact_d12": 0.0,
     "acc_d13": 0.0029,
     "exact_d13": 0.0,
     "acc_d14": 0.002,
     "exact_d14": 0.0,
     "acc_d15": 0.001,
     "exact_d15": 0.0,
     "acc_d16": 0.0068,
     "exact_d16": 0.0,
     "heldout_byte_acc": 0.0026041666666666665,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 11.056272486845652,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.5,
     "distinct_codes": 0.0,
     "code_map": "[0, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 21000,
     "loss": 1260.92724609375,
     "train_bits": 1261.0,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3301,
     "wall_s": 6931.3
    },
    {
     "acc_d11": 0.0059,
     "exact_d11": 0.0,
     "acc_d12": 0.0078,
     "exact_d12": 0.0,
     "acc_d13": 0.0,
     "exact_d13": 0.0,
     "acc_d14": 0.0029,
     "exact_d14": 0.0,
     "acc_d15": 0.002,
     "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": 10.763135532538096,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.5,
     "distinct_codes": 0.0,
     "code_map": "[0, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 22000,
     "loss": 1361.0546875,
     "train_bits": 1361.13,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3301,
     "wall_s": 7261.4
    },
    {
     "acc_d11": 0.0,
     "exact_d11": 0.0,
     "acc_d12": 0.001,
     "exact_d12": 0.0,
     "acc_d13": 0.002,
     "exact_d13": 0.0,
     "acc_d14": 0.0039,
     "exact_d14": 0.0,
     "acc_d15": 0.0029,
     "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": 11.155092736085257,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.5,
     "distinct_codes": 0.0,
     "code_map": "[0, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 23000,
     "loss": 1985.234375,
     "train_bits": 1985.28,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3301,
     "wall_s": 7591.4
    },
    {
     "acc_d11": 0.0029,
     "exact_d11": 0.0,
     "acc_d12": 0.0029,
     "exact_d12": 0.0,
     "acc_d13": 0.0049,
     "exact_d13": 0.0,
     "acc_d14": 0.0029,
     "exact_d14": 0.0,
     "acc_d15": 0.0029,
     "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": 11.720542470614115,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.5,
     "distinct_codes": 0.0,
     "code_map": "[0, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 23999,
     "loss": 2247.341552734375,
     "train_bits": 2247.41,
     "lam_mid": 0.0,
     "cur_depth": 10,
     "st": 1,
     "s_per_step": 0.3301,
     "wall_s": 7921.2
    }
   ],
   "final": {
    "acc_d11": 0.0029,
    "exact_d11": 0.0,
    "acc_d12": 0.0029,
    "exact_d12": 0.0,
    "acc_d13": 0.0049,
    "exact_d13": 0.0,
    "acc_d14": 0.0029,
    "exact_d14": 0.0,
    "acc_d15": 0.0029,
    "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": 11.720542470614115,
    "heldout_min_exact": 0.0,
    "singleton_len1": 0.5,
    "distinct_codes": 0.0,
    "code_map": "[0, None]",
    "empty_word_rate": 1.0,
    "word_purity": 0.0,
    "word_len_match": 0.0,
    "step": 23999,
    "loss": 2247.341552734375,
    "train_bits": 2247.41,
    "lam_mid": 0.0,
    "cur_depth": 10,
    "st": 1,
    "s_per_step": 0.3301,
    "wall_s": 7921.2
   }
  }
 ],
 "partial": false
}