| { |
| "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 |
| } |
