run records: final.json, log, probes

log.jsonl

@@ -321,3 +321,4 @@
 {"event": "eval", "step": 6000, "phase": 3, "bpb": {"en": 1.88124, "tr": 2.00924, "fi": 2.10687}, "bytes_per_chunk": {"en": 4.927, "tr": 5.597, "fi": 4.581}, "bpb_mean": 1.99912, "frozen_inventory": true, "t": 1768.1}
 {"event": "reps_dumped", "dirs": ["/local/scratch/sas245/beetle-hnet/runs/ali_mem-random_s2/probe/reps/th0.30", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-random_s2/probe/reps/th0.40", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-random_s2/probe/reps/th0.50", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-random_s2/probe/reps/th0.60", "/local/scratch/sas245/beetle-hnet/runs/ali_mem-random_s2/probe/reps/th0.70"], "t": 1770.0}
 {"event": "final", "run": "ali_mem-random_s2", "arch": "ali", "objective": "ratio", "condition": "A", "step": 6000, "params": 22785088, "seed": 2, "per_lang": {"en": {"cpc": 0.18967994024018847, "cps": 25.7890625, "bpb": 1.887210698121041, "bytes_per_chunk": 4.876054425564763, "reads_per_chunk": 0.6769993396761623}, "tr": {"cpc": 0.19621057283323207, "cps": 27.75, "bpb": 2.0005761688738923, "bytes_per_chunk": 5.610838809100833, "reads_per_chunk": 0.5789259647695897}, "fi": {"cpc": 0.23278932539471586, "cps": 34.2109375, "bpb": 2.1247721718224195, "bytes_per_chunk": 4.562160092585342, "reads_per_chunk": 0.5796068603649464}}, "bpb_mean": 2.004186346272451, "gini_cpc": 0.04645308981488383, "gini_cps": 0.06398385565052234, "bpic": 5.050925925925926, "mean_boundary_entropy": 0.0781458169221878, "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": 317.6440327167511, "probe_overhead_seq_frac": 0.49985416666666665, "wall_sec": 1772.23020529747, "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": 160.794677734375, "n_util_obs": 153, "util_count_spearman": 0.15476370971192566}, "ali_params": 268096, "ali_config": {"enabled": true, "budget_B": 65536, "staging_capacity": 262144, "policy": "random", "value_mode": "learned", "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": 0.15476370971192566, "paired_vs_dropout": {"n": 188, "pearson": 0.2360564433337164, "spearman": 0.1246345088647967, "mean_abs_discrepancy": 0.44449761509895325, "mean_paired": 0.08757366985082626, "mean_dropout": 0.0988227054476738}, "predictor_calibration": {"n": 273, "all": {"n": 273, "pearson": 0.2399563679231443, "spearman": 0.30818419450879736, "mae": 0.1049981415271759, "reliability": [{"pred": 0.015780987218022346, "obs": 0.010552691295742989, "n": 28}, {"pred": 0.03746779263019562, "obs": -0.0008808771963231266, "n": 27}, {"pred": 0.048890046775341034, "obs": 0.07203880697488785, "n": 27}, {"pred": 0.05779610201716423, "obs": 0.06596147269010544, "n": 27}, {"pred": 0.06574138253927231, "obs": 0.09322180598974228, "n": 27}, {"pred": 0.0741511806845665, "obs": 0.12963199615478516, "n": 28}, {"pred": 0.08890796452760696, "obs": 0.053287651389837265, "n": 27}, {"pred": 0.10822872072458267, "obs": 0.0980893149971962, "n": 27}, {"pred": 0.1182013601064682, "obs": 0.12967272102832794, "n": 27}, {"pred": 0.12872345745563507, "obs": 0.1480996310710907, "n": 28}]}, "admitted": {"n": 273, "pearson": 0.2399563679231443, "spearman": 0.30818419450879736, "mae": 0.1049981415271759, "reliability": [{"pred": 0.015780987218022346, "obs": 0.010552691295742989, "n": 28}, {"pred": 0.03746779263019562, "obs": -0.0008808771963231266, "n": 27}, {"pred": 0.048890046775341034, "obs": 0.07203880697488785, "n": 27}, {"pred": 0.05779610201716423, "obs": 0.06596147269010544, "n": 27}, {"pred": 0.06574138253927231, "obs": 0.09322180598974228, "n": 27}, {"pred": 0.0741511806845665, "obs": 0.12963199615478516, "n": 28}, {"pred": 0.08890796452760696, "obs": 0.053287651389837265, "n": 27}, {"pred": 0.10822872072458267, "obs": 0.0980893149971962, "n": 27}, {"pred": 0.1182013601064682, "obs": 0.12967272102832794, "n": 27}, {"pred": 0.12872345745563507, "obs": 0.1480996310710907, "n": 28}]}, "staged": {"n": 0, "pearson": NaN, "spearman": NaN, "mae": NaN}}, "t": 1772.2}
+{"event": "hub_done", "repo": "AdaptiveChunking/ali_mem-random_s2", "pushed": [0, 1, 2, 4, 6, 8, 16, 32, 64, 128, 256, 512, 1000, 1024, 2048, 3000, 4096, 6000], "failed": [], "ok": true, "t": 1798.0}