| { |
| "screen": "G1-FS16", |
| "arm": "field", |
| "seeds": [ |
| 2 |
| ], |
| "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": 2, |
| "oracle": { |
| "worst_acc": 1.0, |
| "worst_depth": -1, |
| "max_mid_entropy": 0.0010785266058519483, |
| "pass": true |
| }, |
| "history": [ |
| { |
| "acc_d11": 0.002, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0068, |
| "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": 0.0, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.0029296875, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 8.052920987208685, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 0.5, |
| "distinct_codes": 0.0, |
| "code_map": "[None, 1]", |
| "empty_word_rate": 1.0, |
| "word_purity": 0.0, |
| "word_len_match": 0.0, |
| "clip_compiler": 1.251, |
| "clip_actions": 13.754, |
| "clip_spine": 3943.782, |
| "step": 0, |
| "loss": 4079.897705078125, |
| "train_bits": 4028.18, |
| "lam_mid": 0.0, |
| "cur_depth": 10, |
| "st": 1, |
| "s_per_step": 1.1269, |
| "wall_s": 1.1 |
| }, |
| { |
| "acc_d11": 0.0068, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0039, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0117, |
| "exact_d13": 0.0, |
| "acc_d14": 0.001, |
| "exact_d14": 0.0, |
| "acc_d15": 0.0059, |
| "exact_d15": 0.0, |
| "acc_d16": 0.0029, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.00537109375, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 8.241884311040243, |
| "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": 4.053, |
| "clip_actions": 0.0, |
| "clip_spine": 902.384, |
| "step": 500, |
| "loss": 2198.958984375, |
| "train_bits": 2197.12, |
| "lam_mid": 0.0, |
| "cur_depth": 10, |
| "st": 1, |
| "s_per_step": 0.3377, |
| "wall_s": 168.8 |
| }, |
| { |
| "acc_d11": 0.0049, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0068, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0029, |
| "exact_d13": 0.0, |
| "acc_d14": 0.0, |
| "exact_d14": 0.0, |
| "acc_d15": 0.0059, |
| "exact_d15": 0.0, |
| "acc_d16": 0.002, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.0037434895833333335, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 8.372675001621246, |
| "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": 4.077, |
| "clip_actions": 0.0, |
| "clip_spine": 1527.201, |
| "step": 1000, |
| "loss": 2343.635986328125, |
| "train_bits": 2341.74, |
| "lam_mid": 0.0, |
| "cur_depth": 10, |
| "st": 1, |
| "s_per_step": 0.3368, |
| "wall_s": 336.8 |
| }, |
| { |
| "acc_d11": 0.0068, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0049, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0039, |
| "exact_d13": 0.0, |
| "acc_d14": 0.0029, |
| "exact_d14": 0.0, |
| "acc_d15": 0.0059, |
| "exact_d15": 0.0, |
| "acc_d16": 0.0049, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.0048828125, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 8.413899719715118, |
| "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": 2.336, |
| "clip_actions": 26.881, |
| "clip_spine": 630.96, |
| "step": 1500, |
| "loss": 1809.526611328125, |
| "train_bits": 1797.04, |
| "lam_mid": 0.0, |
| "cur_depth": 10, |
| "st": 1, |
| "s_per_step": 0.3369, |
| "wall_s": 505.4 |
| }, |
| { |
| "acc_d11": 0.0059, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0088, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0039, |
| "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": 8.39651789267858, |
| "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": 10.6, |
| "clip_actions": 0.0, |
| "clip_spine": 786.07, |
| "step": 2000, |
| "loss": 2316.831787109375, |
| "train_bits": 2312.39, |
| "lam_mid": 0.0, |
| "cur_depth": 10, |
| "st": 1, |
| "s_per_step": 0.3369, |
| "wall_s": 673.9 |
| }, |
| { |
| "acc_d11": 0.0039, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0068, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0107, |
| "exact_d13": 0.0, |
| "acc_d14": 0.002, |
| "exact_d14": 0.0, |
| "acc_d15": 0.002, |
| "exact_d15": 0.0, |
| "acc_d16": 0.0107, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.006022135416666667, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 8.402116040388742, |
| "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": 16.355, |
| "clip_actions": 36.667, |
| "clip_spine": 617.599, |
| "step": 2500, |
| "loss": 1529.4683837890625, |
| "train_bits": 1517.48, |
| "lam_mid": 0.0, |
| "cur_depth": 10, |
| "st": 1, |
| "s_per_step": 0.3369, |
| "wall_s": 842.2 |
| }, |
| { |
| "acc_d11": 0.0, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0049, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0039, |
| "exact_d13": 0.0, |
| "acc_d14": 0.002, |
| "exact_d14": 0.0, |
| "acc_d15": 0.0, |
| "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": 8.3691818912824, |
| "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": 12.0, |
| "clip_actions": 0.0, |
| "clip_spine": 1872.428, |
| "step": 3000, |
| "loss": 2285.584228515625, |
| "train_bits": 2279.09, |
| "lam_mid": 0.0, |
| "cur_depth": 10, |
| "st": 1, |
| "s_per_step": 0.337, |
| "wall_s": 1010.9 |
| }, |
| { |
| "acc_d11": 0.0029, |
| "exact_d11": 0.0, |
| "acc_d12": 0.002, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0078, |
| "exact_d13": 0.0, |
| "acc_d14": 0.0039, |
| "exact_d14": 0.0, |
| "acc_d15": 0.002, |
| "exact_d15": 0.0, |
| "acc_d16": 0.001, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.0032552083333333335, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 8.389156778653463, |
| "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": 4.542, |
| "clip_actions": 28.174, |
| "clip_spine": 1379.951, |
| "step": 3500, |
| "loss": 1534.376220703125, |
| "train_bits": 1526.24, |
| "lam_mid": 0.0, |
| "cur_depth": 10, |
| "st": 1, |
| "s_per_step": 0.337, |
| "wall_s": 1179.4 |
| }, |
| { |
| "acc_d11": 0.0078, |
| "exact_d11": 0.0, |
| "acc_d12": 0.001, |
| "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": 0.001, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.0032552083333333335, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 8.392573038736979, |
| "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": 10.594, |
| "clip_actions": 0.0, |
| "clip_spine": 232.41, |
| "step": 3999, |
| "loss": 2091.841552734375, |
| "train_bits": 2087.05, |
| "lam_mid": 0.0, |
| "cur_depth": 10, |
| "st": 1, |
| "s_per_step": 0.3369, |
| "wall_s": 1347.4 |
| } |
| ], |
| "final": { |
| "acc_d11": 0.0078, |
| "exact_d11": 0.0, |
| "acc_d12": 0.001, |
| "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": 0.001, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.0032552083333333335, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 8.392573038736979, |
| "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": 10.594, |
| "clip_actions": 0.0, |
| "clip_spine": 232.41, |
| "step": 3999, |
| "loss": 2091.841552734375, |
| "train_bits": 2087.05, |
| "lam_mid": 0.0, |
| "cur_depth": 10, |
| "st": 1, |
| "s_per_step": 0.3369, |
| "wall_s": 1347.4 |
| } |
| } |
| ], |
| "partial": false, |
| "result_file": "scratch/g1rep_field_s2.json", |
| "off_law": {}, |
| "certification_geometry": true |
| } |
