run records: final.json, log, probes

log.jsonl

@@ -321,3 +321,4 @@
 {"event": "eval", "step": 6000, "phase": 3, "bpb": {"en": 1.88061, "tr": 2.00889, "fi": 2.10391}, "bytes_per_chunk": {"en": 4.896, "tr": 5.727, "fi": 4.601}, "bpb_mean": 1.99781, "frozen_inventory": true, "t": 1894.3}
 {"event": "reps_dumped", "dirs": ["/local/scratch/sas245/beetle-hnet/runs/ali_mem-split_s2/probe/reps/th0.30", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-split_s2/probe/reps/th0.40", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-split_s2/probe/reps/th0.50", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-split_s2/probe/reps/th0.60", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-split_s2/probe/reps/th0.70"], "t": 1897.3}
 {"event": "final", "run": "ali_mem-split_s2", "arch": "ali", "objective": "ratio", "condition": "A", "step": 6000, "params": 22785088, "seed": 2, "per_lang": {"en": {"cpc": 0.1938746193185083, "cps": 26.359375, "bpb": 1.8871370572997246, "bytes_per_chunk": 4.841831127693174, "reads_per_chunk": 1.5941929942834978}, "tr": {"cpc": 0.19344859967961112, "cps": 27.359375, "bpb": 2.0003227739356775, "bytes_per_chunk": 5.760646947655254, "reads_per_chunk": 1.5141849426449259}, "fi": {"cpc": 0.23045026845994365, "cps": 33.8671875, "bpb": 2.1228573277366287, "bytes_per_chunk": 4.577415355602508, "reads_per_chunk": 1.6137089874102917}}, "bpb_mean": 2.003439052990677, "gini_cpc": 0.03993013570133663, "gini_cps": 0.057146255166057314, "bpic": 5.06038711979306, "mean_boundary_entropy": 0.07869629561901093, "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": 423.73862648010254, "probe_overhead_seq_frac": 0.49990625, "wall_sec": 1900.4829647541046, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 0, "staged_surface": 0, "admitted_split": 65536, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 959.2438354492188, "n_util_obs": 913, "util_count_spearman": -0.04965040731562304}, "ali_params": 268096, "ali_config": {"enabled": true, "budget_B": 65536, "staging_capacity": 262144, "policy": "frequency", "value_mode": "learned", "candidate_types": ["split"], "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": -0.04965040731562304, "paired_vs_dropout": {"n": 1788, "pearson": -0.0030876698017904647, "spearman": 0.011169164198972185, "mean_abs_discrepancy": 0.6378756761550903, "mean_paired": 0.023726264014840126, "mean_dropout": 0.01686469279229641}, "predictor_calibration": {"n": 4068, "all": {"n": 4068, "pearson": 0.0846433533068819, "spearman": 0.06590938152129017, "mae": 0.08614727854728699, "reliability": [{"pred": -0.0006287364521995187, "obs": 0.004920631647109985, "n": 407}, {"pred": 0.008317101746797562, "obs": 0.006895688362419605, "n": 407}, {"pred": 0.011855889111757278, "obs": 0.01249079778790474, "n": 407}, {"pred": 0.014004413969814777, "obs": 0.024222392588853836, "n": 406}, {"pred": 0.01570117473602295, "obs": 0.032149795442819595, "n": 407}, {"pred": 0.017101813107728958, "obs": 0.01511900033801794, "n": 407}, {"pred": 0.018620165064930916, "obs": 0.029573889449238777, "n": 406}, {"pred": 0.02080720290541649, "obs": 0.0296308696269989, "n": 407}, {"pred": 0.023795345798134804, "obs": 0.031094778329133987, "n": 407}, {"pred": 0.03035973384976387, "obs": 0.0438702292740345, "n": 407}]}, "admitted": {"n": 4068, "pearson": 0.0846433533068819, "spearman": 0.06590938152129017, "mae": 0.08614727854728699, "reliability": [{"pred": -0.0006287364521995187, "obs": 0.004920631647109985, "n": 407}, {"pred": 0.008317101746797562, "obs": 0.006895688362419605, "n": 407}, {"pred": 0.011855889111757278, "obs": 0.01249079778790474, "n": 407}, {"pred": 0.014004413969814777, "obs": 0.024222392588853836, "n": 406}, {"pred": 0.01570117473602295, "obs": 0.032149795442819595, "n": 407}, {"pred": 0.017101813107728958, "obs": 0.01511900033801794, "n": 407}, {"pred": 0.018620165064930916, "obs": 0.029573889449238777, "n": 406}, {"pred": 0.02080720290541649, "obs": 0.0296308696269989, "n": 407}, {"pred": 0.023795345798134804, "obs": 0.031094778329133987, "n": 407}, {"pred": 0.03035973384976387, "obs": 0.0438702292740345, "n": 407}]}, "staged": {"n": 0, "pearson": NaN, "spearman": NaN, "mae": NaN}}, "t": 1900.6}
+{"event": "hub_done", "repo": "AdaptiveChunking/ali_mem-split_s2", "pushed": [0, 1, 2, 4, 6, 8, 16, 32, 64, 128, 256, 512, 1000, 1024, 2048, 3000, 4096, 6000], "failed": [], "ok": true, "t": 1917.1}