ali_ali-ema_s0 / final.json
suchirsalhan's picture
run records: final.json, log, probes
4b28d1a verified
Raw History Blame Contribute Delete
7.41 kB
{
"event": "final",
"run": "ali_ali-ema_s0",
"arch": "ali",
"objective": "ratio",
"condition": "A",
"step": 6000,
"params": 22785088,
"seed": 0,
"per_lang": {
"en": {
"cpc": 0.1967476871803712,
"cps": 26.75,
"bpb": 1.8715781523392994,
"bytes_per_chunk": 4.721103627129633,
"reads_per_chunk": 2.2520260778734285
},
"tr": {
"cpc": 0.2073689443738607,
"cps": 29.328125,
"bpb": 1.9808109552343274,
"bytes_per_chunk": 5.3862069674025825,
"reads_per_chunk": 2.187971933140879
},
"fi": {
"cpc": 0.2606985274573388,
"cps": 38.3125,
"bpb": 2.107022143396508,
"bytes_per_chunk": 4.066864726917319,
"reads_per_chunk": 2.342949339497506
}
},
"bpb_mean": 1.986470416990045,
"gini_cpc": 0.06412894312061912,
"gini_cps": 0.08166418363405614,
"bpic": 4.695580201953319,
"mean_boundary_entropy": 0.07360895723104477,
"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": 1082.318972826004,
"probe_overhead_seq_frac": 0.4999166666666667,
"wall_sec": 9998.564486980438,
"inventory": {
"size": 326655,
"admitted": 65536,
"staged": 261119,
"budget_B": 65536,
"staging_capacity": 262144,
"collisions": 0,
"dropped": 0,
"type_rejected": 0,
"config_keys": 2266,
"admitted_surface": 43113,
"staged_surface": 57651,
"admitted_split": 7840,
"staged_split": 43965,
"admitted_merge": 5061,
"staged_merge": 118478,
"admitted_skel": 9522,
"staged_skel": 41025,
"mean_count": 1034.54833984375,
"n_util_obs": 639,
"util_count_spearman": 0.02287741325218124
},
"ali_params": 268096,
"ali_config": {
"enabled": true,
"budget_B": 65536,
"staging_capacity": 262144,
"policy": "utility",
"candidate_types": [
"surface",
"split",
"merge",
"skel"
],
"gate": "vector",
"retrieval": true,
"memory_scope": "persistent",
"read_dropout": 0.1,
"write_rule": "ema_floor",
"eta_min": 0.02,
"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": 0.02287741325218124,
"paired_vs_dropout": {
"n": 1268,
"pearson": -0.024898788949741606,
"spearman": 0.004686638710315448,
"mean_abs_discrepancy": 0.3598412275314331,
"mean_paired": 0.026153046637773514,
"mean_dropout": 0.03578787297010422
},
"predictor_calibration": {
"n": 2868,
"all": {
"n": 2868,
"pearson": 0.20681618158294113,
"spearman": 0.1483008085557181,
"mae": 0.08303356170654297,
"reliability": [
{
"pred": -0.02220221236348152,
"obs": 0.012102223001420498,
"n": 287
},
{
"pred": -0.009130437858402729,
"obs": -0.004357097204774618,
"n": 287
},
{
"pred": -0.00534175056964159,
"obs": -0.004577903542667627,
"n": 287
},
{
"pred": -0.0021076437551528215,
"obs": 0.00418202904984355,
"n": 286
},
{
"pred": 0.001443109242245555,
"obs": -0.007365318015217781,
"n": 287
},
{
"pred": 0.005746329668909311,
"obs": 0.011148838326334953,
"n": 287
},
{
"pred": 0.00961928628385067,
"obs": 0.010647095739841461,
"n": 286
},
{
"pred": 0.012873937375843525,
"obs": 0.022422824054956436,
"n": 287
},
{
"pred": 0.02463328279554844,
"obs": 0.035355545580387115,
"n": 287
},
{
"pred": 0.05612463131546974,
"obs": 0.10583234578371048,
"n": 287
}
]
},
"admitted": {
"n": 2847,
"pearson": 0.20616254286090455,
"spearman": 0.14666037252413738,
"mae": 0.08345205336809158,
"reliability": [
{
"pred": -0.022175243124365807,
"obs": 0.011745003052055836,
"n": 285
},
{
"pred": -0.009119470603764057,
"obs": -0.003864285768941045,
"n": 285
},
{
"pred": -0.005312324035912752,
"obs": -0.002972489455714822,
"n": 284
},
{
"pred": -0.002000086009502411,
"obs": 0.0033795242197811604,
"n": 285
},
{
"pred": 0.0015427975449711084,
"obs": -0.007582270540297031,
"n": 284
},
{
"pred": 0.0058468785136938095,
"obs": 0.014041947200894356,
"n": 285
},
{
"pred": 0.009695995599031448,
"obs": 0.011420855298638344,
"n": 285
},
{
"pred": 0.012964858673512936,
"obs": 0.018299460411071777,
"n": 284
},
{
"pred": 0.024859575554728508,
"obs": 0.03732848912477493,
"n": 285
},
{
"pred": 0.05624164268374443,
"obs": 0.10654908418655396,
"n": 285
}
]
},
"staged": {
"n": 21,
"pearson": -0.23869206086032224,
"spearman": 0.04025974025974026,
"mae": 0.026298386976122856,
"reliability": [
{
"pred": -0.02134764939546585,
"obs": 0.0240020751953125,
"n": 2
},
{
"pred": -0.014742600731551647,
"obs": -0.04804294556379318,
"n": 2
},
{
"pred": -0.007022621110081673,
"obs": -0.03494574874639511,
"n": 3
},
{
"pred": -0.005272498354315758,
"obs": -0.07295365631580353,
"n": 1
},
{
"pred": -0.004921686835587025,
"obs": -0.016848638653755188,
"n": 2
},
{
"pred": -0.004309409763664007,
"obs": -0.020551763474941254,
"n": 3
},
{
"pred": -0.0037094512954354286,
"obs": -0.023353226482868195,
"n": 2
},
{
"pred": -0.002791423350572586,
"obs": -0.01817212998867035,
"n": 1
},
{
"pred": 0.0006812354549765587,
"obs": -0.00829547829926014,
"n": 2
},
{
"pred": 0.00753486854955554,
"obs": -0.025236064568161964,
"n": 3
}
]
}
}
}