{
  "event": "final",
  "run": "ali_mem-merge_s1",
  "arch": "ali",
  "objective": "ratio",
  "condition": "A",
  "step": 6000,
  "params": 22785088,
  "seed": 1,
  "per_lang": {
    "en": {
      "cpc": 0.1934723898178475,
      "cps": 26.3046875,
      "bpb": 1.872300651455574,
      "bytes_per_chunk": 4.866323859733798,
      "reads_per_chunk": 0.4050474298761811
    },
    "tr": {
      "cpc": 0.17715295807324752,
      "cps": 25.0546875,
      "bpb": 2.0103095914929674,
      "bytes_per_chunk": 6.0097891997845,
      "reads_per_chunk": 0.18436708352915554
    },
    "fi": {
      "cpc": 0.16931582584657912,
      "cps": 24.8828125,
      "bpb": 2.1865436104894416,
      "bytes_per_chunk": 5.903146990936215,
      "reads_per_chunk": 0.21245285143275347
    }
  },
  "bpb_mean": 2.023051284479328,
  "gini_cpc": 0.029826167671869186,
  "gini_cps": 0.012432967858728716,
  "bpic": 5.813300543088431,
  "mean_boundary_entropy": 0.07537702471017838,
  "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": 360.91963243484497,
  "probe_overhead_seq_frac": 0.499265625,
  "wall_sec": 2252.174592733383,
  "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": 0,
    "staged_split": 0,
    "admitted_merge": 65536,
    "staged_merge": 0,
    "admitted_skel": 0,
    "staged_skel": 0,
    "mean_count": 206.59754943847656,
    "n_util_obs": 1874,
    "util_count_spearman": 0.05574577171006829
  },
  "ali_params": 268096,
  "ali_config": {
    "enabled": true,
    "budget_B": 65536,
    "staging_capacity": 262144,
    "policy": "frequency",
    "value_mode": "learned",
    "candidate_types": [
      "merge"
    ],
    "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": 0.05574577171006829,
  "paired_vs_dropout": {
    "n": 5012,
    "pearson": 0.02451884634386059,
    "spearman": 0.01916279443315544,
    "mean_abs_discrepancy": 1.4916936159133911,
    "mean_paired": 0.055167462676763535,
    "mean_dropout": 0.021365664899349213
  },
  "predictor_calibration": {
    "n": 11888,
    "all": {
      "n": 11888,
      "pearson": 0.11595794293055446,
      "spearman": 0.13686522581811095,
      "mae": 0.13525302708148956,
      "reliability": [
        {
          "pred": -0.0055250609293580055,
          "obs": -0.011993705295026302,
          "n": 1189
        },
        {
          "pred": 0.01027885265648365,
          "obs": 0.013513696379959583,
          "n": 1189
        },
        {
          "pred": 0.017963917925953865,
          "obs": 0.02890019118785858,
          "n": 1189
        },
        {
          "pred": 0.023670854046940804,
          "obs": 0.027505675330758095,
          "n": 1188
        },
        {
          "pred": 0.028681999072432518,
          "obs": 0.037371158599853516,
          "n": 1189
        },
        {
          "pred": 0.033592164516448975,
          "obs": 0.0544225238263607,
          "n": 1189
        },
        {
          "pred": 0.03831163048744202,
          "obs": 0.05384371802210808,
          "n": 1188
        },
        {
          "pred": 0.043326880782842636,
          "obs": 0.05578751862049103,
          "n": 1189
        },
        {
          "pred": 0.049574680626392365,
          "obs": 0.057612258940935135,
          "n": 1189
        },
        {
          "pred": 0.06158112362027168,
          "obs": 0.07387994974851608,
          "n": 1189
        }
      ]
    },
    "admitted": {
      "n": 11888,
      "pearson": 0.11595794293055446,
      "spearman": 0.13686522581811095,
      "mae": 0.13525302708148956,
      "reliability": [
        {
          "pred": -0.0055250609293580055,
          "obs": -0.011993705295026302,
          "n": 1189
        },
        {
          "pred": 0.01027885265648365,
          "obs": 0.013513696379959583,
          "n": 1189
        },
        {
          "pred": 0.017963917925953865,
          "obs": 0.02890019118785858,
          "n": 1189
        },
        {
          "pred": 0.023670854046940804,
          "obs": 0.027505675330758095,
          "n": 1188
        },
        {
          "pred": 0.028681999072432518,
          "obs": 0.037371158599853516,
          "n": 1189
        },
        {
          "pred": 0.033592164516448975,
          "obs": 0.0544225238263607,
          "n": 1189
        },
        {
          "pred": 0.03831163048744202,
          "obs": 0.05384371802210808,
          "n": 1188
        },
        {
          "pred": 0.043326880782842636,
          "obs": 0.05578751862049103,
          "n": 1189
        },
        {
          "pred": 0.049574680626392365,
          "obs": 0.057612258940935135,
          "n": 1189
        },
        {
          "pred": 0.06158112362027168,
          "obs": 0.07387994974851608,
          "n": 1189
        }
      ]
    },
    "staged": {
      "n": 0,
      "pearson": NaN,
      "spearman": NaN,
      "mae": NaN
    }
  }
}