{ "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": 1.0, "lam_cpu": 0.02, "lam_a": 0.02, "mid_warmup": 0.3, "curriculum": 0.5, "straight_through": false, "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": 0.0010694698430597782, "pass": true }, "history": [ { "acc_d11": 0.0029, "exact_d11": 0.0, "acc_d12": 0.0, "exact_d12": 0.0, "acc_d13": 0.001, "exact_d13": 0.0, "acc_d14": 0.0039, "exact_d14": 0.0, "acc_d15": 0.0049, "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": 8.070003479719162, "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_symbols": 0.292, "clip_compiler_reader": 0.745, "clip_actions": 5.37, "clip_carrier": 21.592, "clip_spine": 3924.82, "step": 0, "loss": 4108.3876953125, "train_bits": 4101.78, "lam_mid": 0.0, "cur_depth": 1, "st": 0, "s_per_step": 1.6132, "wall_s": 1.6 }, { "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": 6.597766677411225e-05, "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_symbols": 0.179, "clip_compiler_reader": 0.084, "clip_actions": 0.078, "clip_carrier": 0.132, "clip_spine": 521.526, "step": 1000, "loss": 1155.8621826171875, "train_bits": 1155.9, "lam_mid": 0.8335, "cur_depth": 5, "st": 0, "s_per_step": 0.0427, "wall_s": 42.7 }, { "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": 2.2038615957361194e-06, "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_symbols": 0.038, "clip_compiler_reader": 0.016, "clip_actions": 0.009, "clip_carrier": 0.014, "clip_spine": 836.86, "step": 2000, "loss": 1269.499755859375, "train_bits": 1269.57, "lam_mid": 1.0, "cur_depth": 10, "st": 0, "s_per_step": 0.0553, "wall_s": 110.7 }, { "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": 7.306181046828897e-07, "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_symbols": 0.013, "clip_compiler_reader": 0.006, "clip_actions": 0.002, "clip_carrier": 0.004, "clip_spine": 31085.568, "step": 3000, "loss": 1317.166259765625, "train_bits": 1317.24, "lam_mid": 1.0, "cur_depth": 10, "st": 0, "s_per_step": 0.0881, "wall_s": 264.3 }, { "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": 2.6371227409190584e-07, "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_symbols": 0.006, "clip_compiler_reader": 0.003, "clip_actions": 0.002, "clip_carrier": 0.002, "clip_spine": 1328.123, "step": 3999, "loss": 1189.0423583984375, "train_bits": 1189.12, "lam_mid": 1.0, "cur_depth": 10, "st": 0, "s_per_step": 0.1045, "wall_s": 417.8 } ], "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": 2.6371227409190584e-07, "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_symbols": 0.006, "clip_compiler_reader": 0.003, "clip_actions": 0.002, "clip_carrier": 0.002, "clip_spine": 1328.123, "step": 3999, "loss": 1189.0423583984375, "train_bits": 1189.12, "lam_mid": 1.0, "cur_depth": 10, "st": 0, "s_per_step": 0.1045, "wall_s": 417.8 } } ], "partial": false, "result_file": "g1fs16_field_s0.json", "off_law": {}, "certification_geometry": true }