{ "screen": "G1-FS16", "arm": "field", "seeds": [ 0 ], "nonce": 0, "steps": 3000, "events": 1, "m_records": 8, "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, "eps": 0.05, "device": "cuda", "runs": [ { "seed": 0, "oracle": { "worst_acc": 1.0, "worst_depth": -1, "max_mid_entropy": 0.0008481992990709841, "pass": true }, "history": [ { "heldout_byte_acc": 0.0026041666666666665, "heldout_record_exact": 0.0, "singleton_words": "[(1,), (0,)]", "singleton_len1": 1.0, "distinct_codes": 1.0, "step": 0, "loss": 2054.613037109375, "lam_mid": 0.0, "cur_depth": 1, "s_per_step": 0.2929, "wall_s": 0.3 }, { "heldout_byte_acc": 0.0026041666666666665, "heldout_record_exact": 0.0, "singleton_words": "[(1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1), (1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1)]", "singleton_len1": 0.0, "distinct_codes": 0.0, "step": 250, "loss": 818.385009765625, "lam_mid": 0.2779, "cur_depth": 2, "s_per_step": 0.0193, "wall_s": 4.8 }, { "heldout_byte_acc": 0.0026041666666666665, "heldout_record_exact": 0.0, "singleton_words": "[(), ()]", "singleton_len1": 0.0, "distinct_codes": 0.0, "step": 500, "loss": 653.3948974609375, "lam_mid": 0.5557, "cur_depth": 4, "s_per_step": 0.0206, "wall_s": 10.3 }, { "heldout_byte_acc": 0.005208333333333333, "heldout_record_exact": 0.0, "singleton_words": "[(), ()]", "singleton_len1": 0.0, "distinct_codes": 0.0, "step": 750, "loss": 641.9912719726562, "lam_mid": 0.8336, "cur_depth": 5, "s_per_step": 0.0222, "wall_s": 16.7 }, { "heldout_byte_acc": 0.0026041666666666665, "heldout_record_exact": 0.0, "singleton_words": "[(), ()]", "singleton_len1": 0.0, "distinct_codes": 0.0, "step": 1000, "loss": 603.679443359375, "lam_mid": 1.0, "cur_depth": 7, "s_per_step": 0.0239, "wall_s": 23.9 }, { "heldout_byte_acc": 0.005208333333333333, "heldout_record_exact": 0.0, "singleton_words": "[(), ()]", "singleton_len1": 0.0, "distinct_codes": 0.0, "step": 1250, "loss": 1142.2550048828125, "lam_mid": 1.0, "cur_depth": 8, "s_per_step": 0.0261, "wall_s": 32.7 }, { "heldout_byte_acc": 0.0078125, "heldout_record_exact": 0.0, "singleton_words": "[(), ()]", "singleton_len1": 0.0, "distinct_codes": 0.0, "step": 1500, "loss": 1055.6705322265625, "lam_mid": 1.0, "cur_depth": 10, "s_per_step": 0.0294, "wall_s": 44.1 }, { "heldout_byte_acc": 0.005208333333333333, "heldout_record_exact": 0.0, "singleton_words": "[(), ()]", "singleton_len1": 0.0, "distinct_codes": 0.0, "step": 1750, "loss": 699.0934448242188, "lam_mid": 1.0, "cur_depth": 10, "s_per_step": 0.0369, "wall_s": 64.6 }, { "heldout_byte_acc": 0.005208333333333333, "heldout_record_exact": 0.0, "singleton_words": "[(1,), (0,)]", "singleton_len1": 1.0, "distinct_codes": 1.0, "step": 2000, "loss": 897.3753051757812, "lam_mid": 1.0, "cur_depth": 10, "s_per_step": 0.0426, "wall_s": 85.2 }, { "heldout_byte_acc": 0.0, "heldout_record_exact": 0.0, "singleton_words": "[(1,), (0,)]", "singleton_len1": 1.0, "distinct_codes": 1.0, "step": 2250, "loss": 684.10400390625, "lam_mid": 1.0, "cur_depth": 10, "s_per_step": 0.047, "wall_s": 105.8 }, { "heldout_byte_acc": 0.015625, "heldout_record_exact": 0.0, "singleton_words": "[(1,), (0,)]", "singleton_len1": 1.0, "distinct_codes": 1.0, "step": 2500, "loss": 614.1495361328125, "lam_mid": 1.0, "cur_depth": 10, "s_per_step": 0.0506, "wall_s": 126.4 }, { "heldout_byte_acc": 0.3515625, "heldout_record_exact": 0.041666666666666664, "singleton_words": "[(1,), (0,)]", "singleton_len1": 1.0, "distinct_codes": 1.0, "step": 2750, "loss": 729.37939453125, "lam_mid": 1.0, "cur_depth": 10, "s_per_step": 0.0535, "wall_s": 147.1 }, { "heldout_byte_acc": 0.09635416666666667, "heldout_record_exact": 0.0, "singleton_words": "[(1,), (0,)]", "singleton_len1": 1.0, "distinct_codes": 1.0, "step": 2999, "loss": 802.1031494140625, "lam_mid": 1.0, "cur_depth": 10, "s_per_step": 0.0559, "wall_s": 167.8 } ], "final": { "heldout_byte_acc": 0.09635416666666667, "heldout_record_exact": 0.0, "singleton_words": "[(1,), (0,)]", "singleton_len1": 1.0, "distinct_codes": 1.0, "step": 2999, "loss": 802.1031494140625, "lam_mid": 1.0, "cur_depth": 10, "s_per_step": 0.0559, "wall_s": 167.8 } } ], "partial": false }