{ "event": "final", "run": "ali_mem-mixed_s0", "arch": "ali", "objective": "ratio", "condition": "A", "step": 6000, "params": 22785088, "seed": 0, "per_lang": { "en": { "cpc": 0.21025110613112682, "cps": 28.5859375, "bpb": 1.8493486207933525, "bytes_per_chunk": 4.409449878470324, "reads_per_chunk": 2.9068889243992904 }, "tr": { "cpc": 0.2021764348450533, "cps": 28.59375, "bpb": 1.969015514375986, "bytes_per_chunk": 5.601128156916371, "reads_per_chunk": 2.5759689756847997 }, "fi": { "cpc": 0.26808782095582373, "cps": 39.3984375, "bpb": 2.083401035728936, "bytes_per_chunk": 3.9990846821558788, "reads_per_chunk": 2.9634559350734544 } }, "bpb_mean": 1.9672550569660914, "gini_cpc": 0.06457006929145193, "gini_cps": 0.07463732945046653, "bpic": 4.589225044491183, "mean_boundary_entropy": 0.0718768909573555, "dechunk": "ema", "router_noise": 0.0, "transitions": [ { "step": 0, "phase": 1, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0 }, { "step": 2400, "phase": 2, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0 }, { "step": 4200, "phase": 3, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0 } ], "probe_overhead_sec_total": 734.9796347618103, "probe_overhead_seq_frac": 0.4999166666666667, "wall_sec": 6280.56084394455, "inventory": { "size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 5540, "admitted_surface": 16810, "staged_surface": 0, "admitted_split": 16925, "staged_split": 0, "admitted_merge": 19981, "staged_merge": 0, "admitted_skel": 11820, "staged_skel": 0, "mean_count": 1937.1162109375, "n_util_obs": 864, "util_count_spearman": 0.04498700863864923 }, "ali_params": 268096, "ali_config": { "enabled": true, "budget_B": 65536, "staging_capacity": 262144, "policy": "frequency", "value_mode": "learned", "candidate_types": [ "surface", "split", "merge", "skel" ], "gate": "vector", "retrieval": true, "memory_scope": "persistent", "read_dropout": 0.1, "write_rule": "mean", "eta_min": 0.0, "consolidate_every": 50, "probe_seqs": 2, "probe_reps": 8, "horizon": 32, "predictor": "mlp", "lambda_util": 0.1, "max_span": 64, "byte_classes_path": "/local/scratch/sas245/beetle-hnet/scratch/data/byte_classes.json", "gate_hidden": 0, "type_dim": 16, "gate_bias_init": -2.0 }, "util_vs_frequency_spearman": 0.04498700863864923, "paired_vs_dropout": { "n": 1895, "pearson": -0.01470751455807266, "spearman": 0.012313629004189811, "mean_abs_discrepancy": 0.3884356617927551, "mean_paired": 0.017228469252586365, "mean_dropout": 0.0065397159196436405 }, "predictor_calibration": { "n": 4750, "all": { "n": 4750, "pearson": 0.07517200182486088, "spearman": 0.07652358225993569, "mae": 0.08385143429040909, "reliability": [ { "pred": -0.0005088937468826771, "obs": 0.0036706055980175734, "n": 475 }, { "pred": 0.005684825591742992, "obs": 0.005425000563263893, "n": 475 }, { "pred": 0.007983285933732986, "obs": 0.009757690131664276, "n": 475 }, { "pred": 0.009891621768474579, "obs": 0.011957990005612373, "n": 475 }, { "pred": 0.011289387941360474, "obs": 0.008411113172769547, "n": 475 }, { "pred": 0.013064890168607235, "obs": 0.029578158631920815, "n": 475 }, { "pred": 0.014604332856833935, "obs": 0.018993722274899483, "n": 475 }, { "pred": 0.016015520319342613, "obs": 0.009690395556390285, "n": 475 }, { "pred": 0.018993698060512543, "obs": 0.030660323798656464, "n": 475 }, { "pred": 0.03003532998263836, "obs": 0.03165699169039726, "n": 475 } ] }, "admitted": { "n": 4750, "pearson": 0.07517200182486088, "spearman": 0.07652358225993569, "mae": 0.08385143429040909, "reliability": [ { "pred": -0.0005088937468826771, "obs": 0.0036706055980175734, "n": 475 }, { "pred": 0.005684825591742992, "obs": 0.005425000563263893, "n": 475 }, { "pred": 0.007983285933732986, "obs": 0.009757690131664276, "n": 475 }, { "pred": 0.009891621768474579, "obs": 0.011957990005612373, "n": 475 }, { "pred": 0.011289387941360474, "obs": 0.008411113172769547, "n": 475 }, { "pred": 0.013064890168607235, "obs": 0.029578158631920815, "n": 475 }, { "pred": 0.014604332856833935, "obs": 0.018993722274899483, "n": 475 }, { "pred": 0.016015520319342613, "obs": 0.009690395556390285, "n": 475 }, { "pred": 0.018993698060512543, "obs": 0.030660323798656464, "n": 475 }, { "pred": 0.03003532998263836, "obs": 0.03165699169039726, "n": 475 } ] }, "staged": { "n": 0, "pearson": NaN, "spearman": NaN, "mae": NaN } } }