run records: final.json, log, probes

log.jsonl

@@ -321,3 +321,4 @@
 {"event": "eval", "step": 6000, "phase": 3, "bpb": {"en": 1.88302, "tr": 2.00958, "fi": 2.10701}, "bytes_per_chunk": {"en": 4.73, "tr": 5.467, "fi": 4.145}, "bpb_mean": 1.99987, "frozen_inventory": true, "t": 1993.2}
 {"event": "reps_dumped", "dirs": ["/local/scratch/sas245/beetle-hnet/runs/ali_mem-shuffled_s0/probe/reps/th0.30", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-shuffled_s0/probe/reps/th0.40", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-shuffled_s0/probe/reps/th0.50", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-shuffled_s0/probe/reps/th0.60", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-shuffled_s0/probe/reps/th0.70"], "t": 1995.6}
 {"event": "final", "run": "ali_mem-shuffled_s0", "arch": "ali", "objective": "ratio", "condition": "A", "step": 6000, "params": 22785088, "seed": 0, "per_lang": {"en": {"cpc": 0.20243636154685973, "cps": 27.5234375, "bpb": 1.8868516198438707, "bytes_per_chunk": 4.682397070643923, "reads_per_chunk": 0.7544252924890595}, "tr": {"cpc": 0.20377837927415346, "cps": 28.8203125, "bpb": 2.0020402679296034, "bytes_per_chunk": 5.461219557925877, "reads_per_chunk": 0.6578925439053354}, "fi": {"cpc": 0.2569241401307745, "cps": 37.7578125, "bpb": 2.125636330898427, "bytes_per_chunk": 4.126302534235794, "reads_per_chunk": 0.7199748150480089}}, "bpb_mean": 2.0048427395573003, "gini_cpc": 0.05477764427034226, "gini_cps": 0.07250588072505892, "bpic": 4.7100041511000414, "mean_boundary_entropy": 0.10378013551235199, "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": 336.6841495037079, "probe_overhead_seq_frac": 0.4999166666666667, "wall_sec": 1997.9117681980133, "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": 65536, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 465.41375732421875, "n_util_obs": 1348, "util_count_spearman": 0.16434094444072728}, "ali_params": 268096, "ali_config": {"enabled": true, "budget_B": 65536, "staging_capacity": 262144, "policy": "frequency", "value_mode": "shuffled", "candidate_types": ["surface"], "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": 0.16434094444072728, "paired_vs_dropout": {"n": 2820, "pearson": 0.034973164959911436, "spearman": 0.0430551992947645, "mean_abs_discrepancy": 0.9360973238945007, "mean_paired": 0.07086104899644852, "mean_dropout": 0.08221510052680969}, "predictor_calibration": {"n": 6569, "all": {"n": 6569, "pearson": 0.1483633496701249, "spearman": 0.20082913916984332, "mae": 0.11744236201047897, "reliability": [{"pred": -0.00343409669585526, "obs": 0.009722440503537655, "n": 657}, {"pred": 0.005598395597189665, "obs": 0.015091556124389172, "n": 657}, {"pred": 0.011477815918624401, "obs": 0.024840466678142548, "n": 657}, {"pred": 0.016125883907079697, "obs": 0.037111762911081314, "n": 657}, {"pred": 0.020868105813860893, "obs": 0.04083925858139992, "n": 656}, {"pred": 0.02569163776934147, "obs": 0.04500530660152435, "n": 657}, {"pred": 0.031187789514660835, "obs": 0.05046120285987854, "n": 657}, {"pred": 0.038196127861738205, "obs": 0.059076108038425446, "n": 657}, {"pred": 0.0493241585791111, "obs": 0.09118574857711792, "n": 657}, {"pred": 0.07556474208831787, "obs": 0.10364902764558792, "n": 657}]}, "admitted": {"n": 6569, "pearson": 0.1483633496701249, "spearman": 0.20082913916984332, "mae": 0.11744236201047897, "reliability": [{"pred": -0.00343409669585526, "obs": 0.009722440503537655, "n": 657}, {"pred": 0.005598395597189665, "obs": 0.015091556124389172, "n": 657}, {"pred": 0.011477815918624401, "obs": 0.024840466678142548, "n": 657}, {"pred": 0.016125883907079697, "obs": 0.037111762911081314, "n": 657}, {"pred": 0.020868105813860893, "obs": 0.04083925858139992, "n": 656}, {"pred": 0.02569163776934147, "obs": 0.04500530660152435, "n": 657}, {"pred": 0.031187789514660835, "obs": 0.05046120285987854, "n": 657}, {"pred": 0.038196127861738205, "obs": 0.059076108038425446, "n": 657}, {"pred": 0.0493241585791111, "obs": 0.09118574857711792, "n": 657}, {"pred": 0.07556474208831787, "obs": 0.10364902764558792, "n": 657}]}, "staged": {"n": 0, "pearson": NaN, "spearman": NaN, "mae": NaN}}, "t": 1998.0}
+{"event": "hub_done", "repo": "AdaptiveChunking/ali_mem-shuffled_s0", "pushed": [0, 1, 2, 4, 6, 8, 16, 32, 64, 128, 256, 512, 1000, 1024, 2048, 3000, 4096, 6000], "failed": [], "ok": true, "t": 2012.9}