{
  "evidence_revision": 3,
  "scope": "Post-hoc geometry plus exploratory native-suffix validation; no new held-out, joint or integer quality result.",
  "diagnosis": {
    "results": [
      {
        "pair": 11,
        "rank": 128,
        "split": "train",
        "window": "all",
        "passages": 256,
        "context_length": 32,
        "sums": {
          "total": 869174.7295324211,
          "outside": 701899.703248851,
          "inside": 167275.02628357062,
          "cross": -7.351696768714833e-11,
          "update": 1920614.3275554236,
          "centered_update": 1062221.3115235097,
          "identity_error": 2.1049419152152637e-10,
          "off_decoder": 2.153462907414243e-24
        },
        "outside_error_fraction": 0.8075472967632678,
        "inside_error_fraction": 0.1924527032367329,
        "total_update_relative_l2": 0.6727186429612817,
        "oracle_update_relative_l2": 0.6045294285908513,
        "centered_update_captured_fraction": 0.33921519401438205
      },
      {
        "pair": 11,
        "rank": 128,
        "split": "train",
        "window": "last8",
        "passages": 256,
        "context_length": 32,
        "sums": {
          "total": 197491.77211585338,
          "outside": 161490.6649891737,
          "inside": 36001.107126679664,
          "cross": -1.80893711468344e-11,
          "update": 471686.7258731194,
          "centered_update": 232634.27554968506,
          "identity_error": 5.073208519945638e-11,
          "off_decoder": 4.0309951626460276e-25
        },
        "outside_error_fraction": 0.8177083189796861,
        "inside_error_fraction": 0.18229168102031387,
        "total_update_relative_l2": 0.6470646525715998,
        "oracle_update_relative_l2": 0.5851226153084585,
        "centered_update_captured_fraction": 0.30581740542062474
      },
      {
        "pair": 11,
        "rank": 128,
        "split": "train",
        "window": "prefix32_last8",
        "passages": 256,
        "context_length": 32,
        "sums": {
          "total": 197491.77211585338,
          "outside": 161490.6649891737,
          "inside": 36001.107126679664,
          "cross": -1.80893711468344e-11,
          "update": 471686.7258731194,
          "centered_update": 232634.27554968506,
          "identity_error": 5.073208519945638e-11,
          "off_decoder": 4.0309951626460276e-25
        },
        "outside_error_fraction": 0.8177083189796861,
        "inside_error_fraction": 0.18229168102031387,
        "total_update_relative_l2": 0.6470646525715998,
        "oracle_update_relative_l2": 0.5851226153084585,
        "centered_update_captured_fraction": 0.30581740542062474
      },
      {
        "pair": 11,
        "rank": 128,
        "split": "validation",
        "window": "all",
        "passages": 16,
        "context_length": 32,
        "sums": {
          "total": 57181.6919678714,
          "outside": 46623.738895645794,
          "inside": 10557.95307222561,
          "cross": -4.111998935796279e-12,
          "update": 116582.57530536059,
          "centered_update": 65069.22986309627,
          "identity_error": 1.2311221486704937e-11,
          "off_decoder": 1.0163288154949579e-25
        },
        "outside_error_fraction": 0.81536130343681,
        "inside_error_fraction": 0.18463869656319007,
        "total_update_relative_l2": 0.700344429307027,
        "oracle_update_relative_l2": 0.6323925232573653,
        "centered_update_captured_fraction": 0.2834748621777028
      },
      {
        "pair": 11,
        "rank": 128,
        "split": "validation",
        "window": "last8",
        "passages": 16,
        "context_length": 32,
        "sums": {
          "total": 13513.606483826501,
          "outside": 11054.798693977376,
          "inside": 2458.8077898491233,
          "cross": -1.4223691668924232e-12,
          "update": 29849.014386532566,
          "centered_update": 14857.89799864625,
          "identity_error": 3.2169822361538536e-12,
          "off_decoder": 1.8275556789903005e-26
        },
        "outside_error_fraction": 0.8180494753349595,
        "inside_error_fraction": 0.1819505246650404,
        "total_update_relative_l2": 0.6728536868007705,
        "oracle_update_relative_l2": 0.6085698346564276,
        "centered_update_captured_fraction": 0.2559648279329543
      },
      {
        "pair": 11,
        "rank": 128,
        "split": "validation",
        "window": "prefix32_last8",
        "passages": 16,
        "context_length": 32,
        "sums": {
          "total": 13513.606483826501,
          "outside": 11054.798693977376,
          "inside": 2458.8077898491233,
          "cross": -1.4223691668924232e-12,
          "update": 29849.014386532566,
          "centered_update": 14857.89799864625,
          "identity_error": 3.2169822361538536e-12,
          "off_decoder": 1.8275556789903005e-26
        },
        "outside_error_fraction": 0.8180494753349595,
        "inside_error_fraction": 0.1819505246650404,
        "total_update_relative_l2": 0.6728536868007705,
        "oracle_update_relative_l2": 0.6085698346564276,
        "centered_update_captured_fraction": 0.2559648279329543
      },
      {
        "pair": 11,
        "rank": 128,
        "split": "prior_test_diagnostic",
        "window": "all",
        "passages": 64,
        "context_length": 64,
        "sums": {
          "total": 427201.440950548,
          "outside": 348051.32483778824,
          "inside": 79150.11611275979,
          "cross": -3.849684113155227e-11,
          "update": 937914.5981374048,
          "centered_update": 480310.04197832296,
          "identity_error": 1.0214359219551383e-10,
          "off_decoder": 7.328852144220733e-25
        },
        "outside_error_fraction": 0.8147241359096399,
        "inside_error_fraction": 0.18527586409036026,
        "total_update_relative_l2": 0.6748926628706216,
        "oracle_update_relative_l2": 0.6091720907165721,
        "centered_update_captured_fraction": 0.27536113256300343
      },
      {
        "pair": 11,
        "rank": 128,
        "split": "prior_test_diagnostic",
        "window": "last8",
        "passages": 64,
        "context_length": 64,
        "sums": {
          "total": 47926.59364472575,
          "outside": 39384.64649169346,
          "inside": 8541.94715303231,
          "cross": -4.100268735651724e-12,
          "update": 111498.81401121391,
          "centered_update": 52917.36110455479,
          "identity_error": 1.0228262681266642e-11,
          "off_decoder": 6.580070717388664e-26
        },
        "outside_error_fraction": 0.8217702009795907,
        "inside_error_fraction": 0.17822979902040958,
        "total_update_relative_l2": 0.6556214552938675,
        "oracle_update_relative_l2": 0.5943309568389425,
        "centered_update_captured_fraction": 0.25573298309647796
      },
      {
        "pair": 11,
        "rank": 128,
        "split": "prior_test_diagnostic",
        "window": "prefix32_last8",
        "passages": 64,
        "context_length": 64,
        "sums": {
          "total": 52447.02558695413,
          "outside": 42924.355851951266,
          "inside": 9522.669735002894,
          "cross": -5.396388197409507e-12,
          "update": 119616.76469405433,
          "centered_update": 58216.352819430096,
          "identity_error": 1.2259526727120829e-11,
          "off_decoder": 8.06677306775714e-26
        },
        "outside_error_fraction": 0.8184326064551587,
        "inside_error_fraction": 0.18156739354484192,
        "total_update_relative_l2": 0.6621622314260813,
        "oracle_update_relative_l2": 0.5990400616578082,
        "centered_update_captured_fraction": 0.26267528326465384
      },
      {
        "pair": 15,
        "rank": 64,
        "split": "train",
        "window": "all",
        "passages": 256,
        "context_length": 32,
        "sums": {
          "total": 1053203.6094138909,
          "outside": 929803.1195819067,
          "inside": 123400.48983198362,
          "cross": 7.346858364731812e-12,
          "update": 1528970.5184156254,
          "centered_update": 1254230.813181816,
          "identity_error": 1.8935941703546177e-10,
          "off_decoder": 1.6022332032948227e-24
        },
        "outside_error_fraction": 0.8828332064863919,
        "inside_error_fraction": 0.11716679351360763,
        "total_update_relative_l2": 0.8299589521036262,
        "oracle_update_relative_l2": 0.7798228270675773,
        "centered_update_captured_fraction": 0.2586666586326958
      },
      {
        "pair": 15,
        "rank": 64,
        "split": "train",
        "window": "last8",
        "passages": 256,
        "context_length": 32,
        "sums": {
          "total": 244494.375095795,
          "outside": 217465.35906221156,
          "inside": 27029.016033583426,
          "cross": 3.852420119021538e-12,
          "update": 339759.25233194523,
          "centered_update": 268166.5645777101,
          "identity_error": 3.7479797043715735e-11,
          "off_decoder": 2.595385185890747e-25
        },
        "outside_error_fraction": 0.8894493338630255,
        "inside_error_fraction": 0.11055066613697442,
        "total_update_relative_l2": 0.8482986774243314,
        "oracle_update_relative_l2": 0.8000357553460092,
        "centered_update_captured_fraction": 0.18906609627243898
      },
      {
        "pair": 15,
        "rank": 64,
        "split": "train",
        "window": "prefix32_last8",
        "passages": 256,
        "context_length": 32,
        "sums": {
          "total": 244494.375095795,
          "outside": 217465.35906221156,
          "inside": 27029.016033583426,
          "cross": 3.852420119021538e-12,
          "update": 339759.25233194523,
          "centered_update": 268166.5645777101,
          "identity_error": 3.7479797043715735e-11,
          "off_decoder": 2.595385185890747e-25
        },
        "outside_error_fraction": 0.8894493338630255,
        "inside_error_fraction": 0.11055066613697442,
        "total_update_relative_l2": 0.8482986774243314,
        "oracle_update_relative_l2": 0.8000357553460092,
        "centered_update_captured_fraction": 0.18906609627243898
      },
      {
        "pair": 15,
        "rank": 64,
        "split": "validation",
        "window": "all",
        "passages": 16,
        "context_length": 32,
        "sums": {
          "total": 67596.77214612193,
          "outside": 59678.16912661996,
          "inside": 7918.603019501969,
          "cross": 2.3985674557636116e-13,
          "update": 95649.6941018545,
          "centered_update": 78397.50080605848,
          "identity_error": 1.1499912133672296e-11,
          "off_decoder": 8.794192429592617e-26
        },
        "outside_error_fraction": 0.8828553084992792,
        "inside_error_fraction": 0.11714469150072078,
        "total_update_relative_l2": 0.8406615541929002,
        "oracle_update_relative_l2": 0.7898887941997839,
        "centered_update_captured_fraction": 0.23877459723807815
      },
      {
        "pair": 15,
        "rank": 64,
        "split": "validation",
        "window": "last8",
        "passages": 16,
        "context_length": 32,
        "sums": {
          "total": 16707.21467353051,
          "outside": 14903.070435459489,
          "inside": 1804.1442380710212,
          "cross": 1.3822623601278394e-13,
          "update": 22743.147029515112,
          "centered_update": 17936.09273918628,
          "identity_error": 2.5295321393059567e-12,
          "off_decoder": 1.3654377597342014e-26
        },
        "outside_error_fraction": 0.8920140625876225,
        "inside_error_fraction": 0.10798593741237753,
        "total_update_relative_l2": 0.8570906294274023,
        "oracle_update_relative_l2": 0.8094920679096336,
        "centered_update_captured_fraction": 0.1691016180519811
      },
      {
        "pair": 15,
        "rank": 64,
        "split": "validation",
        "window": "prefix32_last8",
        "passages": 16,
        "context_length": 32,
        "sums": {
          "total": 16707.21467353051,
          "outside": 14903.070435459489,
          "inside": 1804.1442380710212,
          "cross": 1.3822623601278394e-13,
          "update": 22743.147029515112,
          "centered_update": 17936.09273918628,
          "identity_error": 2.5295321393059567e-12,
          "off_decoder": 1.3654377597342014e-26
        },
        "outside_error_fraction": 0.8920140625876225,
        "inside_error_fraction": 0.10798593741237753,
        "total_update_relative_l2": 0.8570906294274023,
        "oracle_update_relative_l2": 0.8094920679096336,
        "centered_update_captured_fraction": 0.1691016180519811
      },
      {
        "pair": 15,
        "rank": 64,
        "split": "prior_test_diagnostic",
        "window": "all",
        "passages": 64,
        "context_length": 64,
        "sums": {
          "total": 508375.2599218354,
          "outside": 451109.7090690047,
          "inside": 57265.55085283074,
          "cross": 6.325370782711559e-12,
          "update": 702474.972952681,
          "centered_update": 564284.0697095821,
          "identity_error": 8.465472767227311e-11,
          "off_decoder": 5.712241704870103e-25
        },
        "outside_error_fraction": 0.8873557480715417,
        "inside_error_fraction": 0.1126442519284584,
        "total_update_relative_l2": 0.8507006714681675,
        "oracle_update_relative_l2": 0.801356306441591,
        "centered_update_captured_fraction": 0.2005627426250478
      },
      {
        "pair": 15,
        "rank": 64,
        "split": "prior_test_diagnostic",
        "window": "last8",
        "passages": 64,
        "context_length": 64,
        "sums": {
          "total": 58643.624073466846,
          "outside": 52359.90006953067,
          "inside": 6283.724003936193,
          "cross": 1.8083555486381186e-12,
          "update": 78349.42639628962,
          "centered_update": 61973.61119780697,
          "identity_error": 9.109157872444484e-12,
          "off_decoder": 5.257253608245099e-26
        },
        "outside_error_fraction": 0.8928489822514357,
        "inside_error_fraction": 0.10715101774856454,
        "total_update_relative_l2": 0.8651521470310333,
        "oracle_update_relative_l2": 0.8174882024164771,
        "centered_update_captured_fraction": 0.15512588249200643
      },
      {
        "pair": 15,
        "rank": 64,
        "split": "prior_test_diagnostic",
        "window": "prefix32_last8",
        "passages": 64,
        "context_length": 64,
        "sums": {
          "total": 65049.89082924461,
          "outside": 57941.72548009758,
          "inside": 7108.1653491470015,
          "cross": 7.845356309044149e-13,
          "update": 88703.4290224301,
          "centered_update": 69803.75714239031,
          "identity_error": 1.042366193360067e-11,
          "off_decoder": 5.715219584246986e-26
        },
        "outside_error_fraction": 0.8907274822673277,
        "inside_error_fraction": 0.10927251773267188,
        "total_update_relative_l2": 0.8563535090234421,
        "oracle_update_relative_l2": 0.8082123970010299,
        "centered_update_captured_fraction": 0.1699339999435242
      }
    ],
    "precision": "Float64; fixed original decoder; fractions refer to squared endpoint error, not token error"
  },
  "capacity": {
    "results": [
      {
        "pair": 11,
        "rank": 64,
        "window": "all",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6013536705974815,
        "centered_update_captured_fraction": 0.3446138188097192,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 694544.5322730832,
          "update": 1920614.3275554236,
          "centered": 1059748.5150078766
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 64,
        "window": "last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5851702849160543,
        "centered_update_captured_fraction": 0.3047223317010048,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 161516.9791667934,
          "update": 471686.7258731194,
          "centered": 232305.71975933952
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 64,
        "window": "prefix32_last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5851702849160543,
        "centered_update_captured_fraction": 0.3047223317010048,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 161516.9791667934,
          "update": 471686.7258731194,
          "centered": 232305.71975933952
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 128,
        "window": "all",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.563413134647429,
        "centered_update_captured_fraction": 0.4247040955437812,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 609668.9804375911,
          "update": 1920614.3275554236,
          "centered": 1059748.5150078766
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 128,
        "window": "last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5505651123684263,
        "centered_update_captured_fraction": 0.38452399294374595,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 142978.59681380744,
          "update": 471686.7258731194,
          "centered": 232305.71975933952
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 128,
        "window": "prefix32_last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5505651123684263,
        "centered_update_captured_fraction": 0.38452399294374595,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 142978.59681380744,
          "update": 471686.7258731194,
          "centered": 232305.71975933952
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 256,
        "window": "all",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5086553161865864,
        "centered_update_captured_fraction": 0.5310953674500787,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 496920.9880250932,
          "update": 1920614.3275554236,
          "centered": 1059748.5150078766
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 256,
        "window": "last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5004899877603437,
        "centered_update_captured_fraction": 0.4913904162178975,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 118152.91543699942,
          "update": 471686.7258731194,
          "centered": 232305.71975933952
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 256,
        "window": "prefix32_last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5004899877603437,
        "centered_update_captured_fraction": 0.4913904162178975,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 118152.91543699942,
          "update": 471686.7258731194,
          "centered": 232305.71975933952
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 512,
        "window": "all",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.4312712890940074,
        "centered_update_captured_fraction": 0.6629157650532911,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 357224.5174173409,
          "update": 1920614.3275554236,
          "centered": 1059748.5150078766
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 512,
        "window": "last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.42827850473509066,
        "centered_update_captured_fraction": 0.6275685850143575,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 86517.94791922894,
          "update": 471686.7258731194,
          "centered": 232305.71975933952
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 512,
        "window": "prefix32_last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.42827850473509066,
        "centered_update_captured_fraction": 0.6275685850143575,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 86517.94791922894,
          "update": 471686.7258731194,
          "centered": 232305.71975933952
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 1024,
        "window": "all",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.32855084099939685,
        "centered_update_captured_fraction": 0.8043668201582737,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 207321.97182353836,
          "update": 1920614.3275554236,
          "centered": 1059748.5150078766
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 1024,
        "window": "last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.33012890948407836,
        "centered_update_captured_fraction": 0.7787104701158382,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 51406.823514946096,
          "update": 471686.7258731194,
          "centered": 232305.71975933952
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 1024,
        "window": "prefix32_last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.33012890948407836,
        "centered_update_captured_fraction": 0.7787104701158382,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 51406.823514946096,
          "update": 471686.7258731194,
          "centered": 232305.71975933952
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 64,
        "window": "all",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6279682496842844,
        "centered_update_captured_fraction": 0.29120244976096,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 45973.65337058665,
          "update": 116582.57530536059,
          "centered": 64861.47328681112
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 64,
        "window": "last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6057924600012895,
        "centered_update_captured_fraction": 0.2616515891306048,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 10954.125757273187,
          "update": 29849.014386532566,
          "centered": 14835.984741099197
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 64,
        "window": "prefix32_last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6057924600012895,
        "centered_update_captured_fraction": 0.2616515891306048,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 10954.125757273187,
          "update": 29849.014386532566,
          "centered": 14835.984741099197
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 128,
        "window": "all",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6034246120117631,
        "centered_update_captured_fraction": 0.3455252811762535,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 42450.19449187965,
          "update": 116582.57530536059,
          "centered": 64861.47328681112
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 128,
        "window": "last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5830171796901702,
        "centered_update_captured_fraction": 0.31612563926288106,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 10145.949580724864,
          "update": 29849.014386532566,
          "centered": 14835.984741099197
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 128,
        "window": "prefix32_last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5830171796901702,
        "centered_update_captured_fraction": 0.31612563926288106,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 10145.949580724864,
          "update": 29849.014386532566,
          "centered": 14835.984741099197
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 256,
        "window": "all",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5706178998637005,
        "centered_update_captured_fraction": 0.41475512732283903,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 37959.84467539285,
          "update": 116582.57530536059,
          "centered": 64861.47328681112
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 256,
        "window": "last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5516360313873264,
        "centered_update_captured_fraction": 0.38776399267548156,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 9083.124062618052,
          "update": 29849.014386532566,
          "centered": 14835.984741099197
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 256,
        "window": "prefix32_last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5516360313873264,
        "centered_update_captured_fraction": 0.38776399267548156,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 9083.124062618052,
          "update": 29849.014386532566,
          "centered": 14835.984741099197
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 512,
        "window": "all",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5246251341638508,
        "centered_update_captured_fraction": 0.5052964555160729,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 32087.20073543501,
          "update": 116582.57530536059,
          "centered": 64861.47328681112
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 512,
        "window": "last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5074850307068469,
        "centered_update_captured_fraction": 0.48184452656804233,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 7687.346697353555,
          "update": 29849.014386532566,
          "centered": 14835.984741099197
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 512,
        "window": "prefix32_last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5074850307068469,
        "centered_update_captured_fraction": 0.48184452656804233,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 7687.346697353555,
          "update": 29849.014386532566,
          "centered": 14835.984741099197
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 1024,
        "window": "all",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.4596678671972159,
        "centered_update_captured_fraction": 0.6202173444245396,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 24633.262569401915,
          "update": 116582.57530536059,
          "centered": 64861.47328681112
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 1024,
        "window": "last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.4445830227474194,
        "centered_update_captured_fraction": 0.6023331712529727,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 5899.7790033322035,
          "update": 29849.014386532566,
          "centered": 14835.984741099197
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 1024,
        "window": "prefix32_last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.4445830227474194,
        "centered_update_captured_fraction": 0.6023331712529727,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 5899.7790033322035,
          "update": 29849.014386532566,
          "centered": 14835.984741099197
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 64,
        "window": "all",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.6053167124992481,
        "centered_update_captured_fraction": 0.2826940896772008,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 343659.71448697575,
          "update": 937914.5981374048,
          "centered": 479097.8431117671
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 64,
        "window": "last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5919082084620271,
        "centered_update_captured_fraction": 0.2597372145791944,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 39064.20347029775,
          "update": 111498.81401121391,
          "centered": 52770.7244503606
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 64,
        "window": "prefix32_last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5944004410653165,
        "centered_update_captured_fraction": 0.27296557746941075,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 42262.024532548385,
          "update": 119616.76469405433,
          "centered": 58129.330913173166
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 128,
        "window": "all",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5827671802244272,
        "centered_update_captured_fraction": 0.33514146098027986,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 318532.2920187886,
          "update": 937914.5981374048,
          "centered": 479097.8431117671
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 128,
        "window": "last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5706680119613933,
        "centered_update_captured_fraction": 0.3119115778129853,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 36310.92452471434,
          "update": 111498.81401121391,
          "centered": 52770.7244503606
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 128,
        "window": "prefix32_last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5718649387723178,
        "centered_update_captured_fraction": 0.32704864970059466,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 39118.21173002085,
          "update": 119616.76469405433,
          "centered": 58129.330913173166
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 256,
        "window": "all",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5513740257194477,
        "centered_update_captured_fraction": 0.404842807314976,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 285138.52732784936,
          "update": 937914.5981374048,
          "centered": 479097.8431117671
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 256,
        "window": "last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5409810473283827,
        "centered_update_captured_fraction": 0.38164013701345334,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 32631.297940825785,
          "update": 111498.81401121391,
          "centered": 52770.7244503606
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 256,
        "window": "prefix32_last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5406330540118253,
        "centered_update_captured_fraction": 0.3985466931160313,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 34962.07830468051,
          "update": 119616.76469405433,
          "centered": 58129.330913173166
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 512,
        "window": "all",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5078519181808276,
        "centered_update_captured_fraction": 0.49509081163911184,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 241900.90311101446,
          "update": 937914.5981374048,
          "centered": 479097.8431117671
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 512,
        "window": "last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.4991633946027832,
        "centered_update_captured_fraction": 0.47354330793148025,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 27781.501032196196,
          "update": 111498.81401121391,
          "centered": 52770.7244503606
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 512,
        "window": "prefix32_last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.4974963298245032,
        "centered_update_captured_fraction": 0.4906967002089867,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 29605.460048722853,
          "update": 119616.76469405433,
          "centered": 58129.330913173166
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 1024,
        "window": "all",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.44570584702107197,
        "centered_update_captured_fraction": 0.6111019704572678,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 186320.20714433928,
          "update": 937914.5981374048,
          "centered": 479097.8431117671
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 1024,
        "window": "last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.4388009440057149,
        "centered_update_captured_fraction": 0.593170630132172,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 21468.680575608985,
          "update": 111498.81401121391,
          "centered": 52770.7244503606
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 11,
        "rank": 1024,
        "window": "prefix32_last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.43622346512241755,
        "centered_update_captured_fraction": 0.6084251645505445,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 22761.98318711273,
          "update": 119616.76469405433,
          "centered": 58129.330913173166
        },
        "basis_sha256": "48b8b3beea0bdc213415bd07816da2369523f5e19737b0846d6db194bf4ee922"
      },
      {
        "pair": 15,
        "rank": 64,
        "window": "all",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7477859749735194,
        "centered_update_captured_fraction": 0.3168779811761142,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 854975.642991013,
          "update": 1528970.5184156254,
          "centered": 1251570.9045113248
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 64,
        "window": "last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7743501574891394,
        "centered_update_captured_fraction": 0.23913779382781652,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 203725.8199018898,
          "update": 339759.25233194523,
          "centered": 267756.5244393103
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 64,
        "window": "prefix32_last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7743501574891394,
        "centered_update_captured_fraction": 0.23913779382781652,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 203725.8199018898,
          "update": 339759.25233194523,
          "centered": 267756.5244393103
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 128,
        "window": "all",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7023289296615025,
        "centered_update_captured_fraction": 0.39740604785757216,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 754189.0577359524,
          "update": 1528970.5184156254,
          "centered": 1251570.9045113248
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 128,
        "window": "last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7317526553075998,
        "centered_update_captured_fraction": 0.3205463371156948,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 181928.15129146038,
          "update": 339759.25233194523,
          "centered": 267756.5244393103
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 128,
        "window": "prefix32_last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7317526553075998,
        "centered_update_captured_fraction": 0.3205463371156948,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 181928.15129146038,
          "update": 339759.25233194523,
          "centered": 267756.5244393103
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 256,
        "window": "all",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6364678353534053,
        "centered_update_captured_fraction": 0.5051237919874374,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 619372.6632834176,
          "update": 1528970.5184156254,
          "centered": 1251570.9045113248
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 256,
        "window": "last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6678188247819945,
        "centered_update_captured_fraction": 0.4340884677814939,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 151526.50500695198,
          "update": 339759.25233194523,
          "centered": 267756.5244393103
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 256,
        "window": "prefix32_last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6678188247819945,
        "centered_update_captured_fraction": 0.4340884677814939,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 151526.50500695198,
          "update": 339759.25233194523,
          "centered": 267756.5244393103
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 512,
        "window": "all",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5432528343832197,
        "centered_update_captured_fraction": 0.6394648146749388,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 451235.34800544503,
          "update": 1528970.5184156254,
          "centered": 1251570.9045113248
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 512,
        "window": "last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5745996053351963,
        "centered_update_captured_fraction": 0.581050306635059,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 112176.51381031137,
          "update": 339759.25233194523,
          "centered": 267756.5244393103
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 512,
        "window": "prefix32_last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5745996053351963,
        "centered_update_captured_fraction": 0.581050306635059,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 112176.51381031137,
          "update": 339759.25233194523,
          "centered": 267756.5244393103
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 1024,
        "window": "all",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.41848548438856065,
        "centered_update_captured_fraction": 0.7860538625446253,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 267768.7607717276,
          "update": 1528970.5184156254,
          "centered": 1251570.9045113248
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 1024,
        "window": "last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.44666639821467335,
        "centered_update_captured_fraction": 0.7468384211928618,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 67785.66446296789,
          "update": 339759.25233194523,
          "centered": 267756.5244393103
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 1024,
        "window": "prefix32_last8",
        "split": "train",
        "passages": 256,
        "context_length": 32,
        "oracle_update_relative_l2": 0.44666639821467335,
        "centered_update_captured_fraction": 0.7468384211928618,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 67785.66446296789,
          "update": 339759.25233194523,
          "centered": 267756.5244393103
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 64,
        "window": "all",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7614077225530621,
        "centered_update_captured_fraction": 0.2912948650792716,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 55452.11817258611,
          "update": 95649.6941018545,
          "centered": 78244.27316840121
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 64,
        "window": "last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7850374970332115,
        "centered_update_captured_fraction": 0.21729616179040923,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 14016.234707087453,
          "update": 22743.147029515112,
          "centered": 17907.456208658856
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 64,
        "window": "prefix32_last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7850374970332115,
        "centered_update_captured_fraction": 0.21729616179040923,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 14016.234707087453,
          "update": 22743.147029515112,
          "centered": 17907.456208658856
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 128,
        "window": "all",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7294892531079806,
        "centered_update_captured_fraction": 0.34946776533897694,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 50900.42187366757,
          "update": 95649.6941018545,
          "centered": 78244.27316840121
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 128,
        "window": "last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.754151207029273,
        "centered_update_captured_fraction": 0.27767354319681115,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 12935.029393558816,
          "update": 22743.147029515112,
          "centered": 17907.456208658856
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 128,
        "window": "prefix32_last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.754151207029273,
        "centered_update_captured_fraction": 0.27767354319681115,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 12935.029393558816,
          "update": 22743.147029515112,
          "centered": 17907.456208658856
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 256,
        "window": "all",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6861482193392532,
        "centered_update_captured_fraction": 0.4244714053584393,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 45031.816575360324,
          "update": 95649.6941018545,
          "centered": 78244.27316840121
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 256,
        "window": "last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7109928642665801,
        "centered_update_captured_fraction": 0.3579820873665126,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 11496.907655658742,
          "update": 22743.147029515112,
          "centered": 17907.456208658856
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 256,
        "window": "prefix32_last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.7109928642665801,
        "centered_update_captured_fraction": 0.3579820873665126,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 11496.907655658742,
          "update": 22743.147029515112,
          "centered": 17907.456208658856
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 512,
        "window": "all",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6281390386052776,
        "centered_update_captured_fraction": 0.5176718649990539,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 37739.41435181953,
          "update": 95649.6941018545,
          "centered": 78244.27316840121
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 512,
        "window": "last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6514881537042431,
        "centered_update_captured_fraction": 0.46094918437625687,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 9653.02887502402,
          "update": 22743.147029515112,
          "centered": 17907.456208658856
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 512,
        "window": "prefix32_last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.6514881537042431,
        "centered_update_captured_fraction": 0.46094918437625687,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 9653.02887502402,
          "update": 22743.147029515112,
          "centered": 17907.456208658856
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 1024,
        "window": "all",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.548228629304092,
        "centered_update_captured_fraction": 0.6325870603023299,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 28747.95841930982,
          "update": 95649.6941018545,
          "centered": 78244.27316840121
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 1024,
        "window": "last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5696289776718767,
        "centered_update_captured_fraction": 0.5879017126074353,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 7379.632035145663,
          "update": 22743.147029515112,
          "centered": 17907.456208658856
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 1024,
        "window": "prefix32_last8",
        "split": "validation",
        "passages": 16,
        "context_length": 32,
        "oracle_update_relative_l2": 0.5696289776718767,
        "centered_update_captured_fraction": 0.5879017126074353,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 7379.632035145663,
          "update": 22743.147029515112,
          "centered": 17907.456208658856
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 64,
        "window": "all",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.7771000449889164,
        "centered_update_captured_fraction": 0.24673689031000245,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 424213.73369959334,
          "update": 702474.972952681,
          "centered": 563168.0726727436
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 64,
        "window": "last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.7978756151516001,
        "centered_update_captured_fraction": 0.19410689910216739,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 49877.67555053993,
          "update": 78349.42639628962,
          "centered": 61891.18072232162
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 64,
        "window": "prefix32_last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.7837557576241818,
        "centered_update_captured_fraction": 0.2179177201201815,
        "existing_mesh_shape_fp32_tensor_bytes": 2839296,
        "sums": {
          "outside": 54488.129227118814,
          "update": 88703.4290224301,
          "centered": 69670.58406628511
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 128,
        "window": "all",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.74599180450568,
        "centered_update_captured_fraction": 0.3058378281244526,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 390929.9724574778,
          "update": 702474.972952681,
          "centered": 563168.0726727436
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 128,
        "window": "last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.7693658450014469,
        "centered_update_captured_fraction": 0.250670452078374,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 46376.89047099291,
          "update": 78349.42639628962,
          "centered": 61891.18072232162
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 128,
        "window": "prefix32_last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.7522006581140087,
        "centered_update_captured_fraction": 0.27962542641973154,
        "existing_mesh_shape_fp32_tensor_bytes": 6051328,
        "sums": {
          "outside": 50188.91728783838,
          "update": 88703.4290224301,
          "centered": 69670.58406628511
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 256,
        "window": "all",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.70381403449836,
        "centered_update_captured_fraction": 0.38211354348736537,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 347973.92484481144,
          "update": 702474.972952681,
          "centered": 563168.0726727436
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 256,
        "window": "last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.7283446965291692,
        "centered_update_captured_fraction": 0.3284459419230389,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 41563.273573249666,
          "update": 78349.42639628962,
          "centered": 61891.18072232162
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 256,
        "window": "prefix32_last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.708928400082353,
        "centered_update_captured_fraction": 0.36012416840934913,
        "existing_mesh_shape_fp32_tensor_bytes": 13655040,
        "sums": {
          "outside": 44580.52291682053,
          "update": 88703.4290224301,
          "centered": 69670.58406628511
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 512,
        "window": "all",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.6456099869519911,
        "centered_update_captured_fraction": 0.48008384718082897,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 292800.17773460015,
          "update": 702474.972952681,
          "centered": 563168.0726727436
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 512,
        "window": "last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.6702388896473039,
        "centered_update_captured_fraction": 0.4313221662383053,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 35196.142582123415,
          "update": 78349.42639628962,
          "centered": 61891.18072232162
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 512,
        "window": "prefix32_last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.6498309030540149,
        "centered_update_captured_fraction": 0.4623598685483197,
        "existing_mesh_shape_fp32_tensor_bytes": 33581056,
        "sums": {
          "outside": 37457.70197571287,
          "update": 88703.4290224301,
          "centered": 69670.58406628511
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 1024,
        "window": "all",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5648930060592763,
        "centered_update_captured_fraction": 0.6019613669156645,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 224162.64984339863,
          "update": 702474.972952681,
          "centered": 563168.0726727436
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 1024,
        "window": "last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5884315916490244,
        "centered_update_captured_fraction": 0.561672200330168,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 27128.62506498316,
          "update": 78349.42639628962,
          "centered": 61891.18072232162
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      },
      {
        "pair": 15,
        "rank": 1024,
        "window": "prefix32_last8",
        "split": "prior_test_diagnostic",
        "passages": 64,
        "context_length": 64,
        "oracle_update_relative_l2": 0.5681391259044992,
        "centered_update_captured_fraction": 0.5890392408950663,
        "existing_mesh_shape_fp32_tensor_bytes": 92307456,
        "sums": {
          "outside": 28631.876115164625,
          "update": 88703.4290224301,
          "centered": 69670.58406628511
        },
        "basis_sha256": "f894bed6e6e53ccff71fbd6cca4b94de0ac40e3d74097f601e3a6bcf8bf18a20"
      }
    ],
    "fit_passages": 256,
    "fit_tokens": 8192,
    "fit_context_length": 32,
    "oracle_warning": "Teacher-assisted orthogonal projections minimize endpoint squared error within a fixed affine subspace; not deployable and not output-quality upper bounds."
  },
  "predictors": [
    {
      "name": "pair11_r128_linear",
      "pair": 11,
      "rank": 128,
      "kind": "linear",
      "metrics": {
        "train": {
          "update_relative_l2": 0.6294055674877747,
          "last8_update_relative_l2": 0.6145602747830647
        },
        "validation": {
          "update_relative_l2": 0.6568091773693048,
          "last8_update_relative_l2": 0.6356396637539439
        }
      },
      "weights_sha256": "208ce37049e3465cd874ebfc5a00d57708f2bb25448c8c8dac2698c4d5934e0f",
      "validation_prediction_sha256": "82079b97ecd8916e513cf24968c4ddbb5401f9227036f5ef8cf5a2a7fc715b0b",
      "surrogate_file_bytes": 5331156,
      "parameters": 1332480,
      "seconds": 4.837699890136719
    },
    {
      "name": "pair11_r128_mesh",
      "pair": 11,
      "rank": 128,
      "kind": "mesh",
      "metrics": {
        "train": {
          "update_relative_l2": 0.6130270925087316,
          "last8_update_relative_l2": 0.6009520209164134
        },
        "validation": {
          "update_relative_l2": 0.6573117029501934,
          "last8_update_relative_l2": 0.6360761518784126
        }
      },
      "weights_sha256": "d01c5f316ba52d80c29dc5758b51803883d44c82079219c6bd602acdfd9d5702",
      "validation_prediction_sha256": "a74d68dc69744e4b502368e7f208f790011a50cbbd40a8d22534856477244327",
      "surrogate_file_bytes": 5658836,
      "parameters": 1414400,
      "seconds": 5.23424220085144
    },
    {
      "name": "pair11_r128_multiscale",
      "pair": 11,
      "rank": 128,
      "kind": "multiscale",
      "metrics": {
        "train": {
          "update_relative_l2": 0.612855919394438,
          "last8_update_relative_l2": 0.5985888612143889
        },
        "validation": {
          "update_relative_l2": 0.656648305199872,
          "last8_update_relative_l2": 0.6382837991883114
        }
      },
      "weights_sha256": "fabcd5ce70491304b5e785ac2b24255892eca0f586af80ed7fe0af52f2e3b30d",
      "validation_prediction_sha256": "5a8edb355c6b6598a423f437ecdb18988055bd3cd3fe14bb8b99328df29c25ab",
      "surrogate_file_bytes": 5658836,
      "parameters": 1414400,
      "seconds": 5.785887956619263
    },
    {
      "name": "pair11_r512_linear",
      "pair": 11,
      "rank": 512,
      "kind": "linear",
      "metrics": {
        "train": {
          "update_relative_l2": 0.5653236976337238,
          "last8_update_relative_l2": 0.5602488364973496
        },
        "validation": {
          "update_relative_l2": 0.6403296805294088,
          "last8_update_relative_l2": 0.6210699428399228
        }
      },
      "weights_sha256": "fc16f1500dbc353d2896226b13a492d6b6c9ebfef8b9687e38b751d77ced953f",
      "validation_prediction_sha256": "94fa642663201f1f2f2033dc1b3a13f5a4b0f4ded19df94047204204a45e16f0",
      "surrogate_file_bytes": 22045908,
      "parameters": 5511168,
      "seconds": 6.6721460819244385
    },
    {
      "name": "pair11_r512_mesh",
      "pair": 11,
      "rank": 512,
      "kind": "mesh",
      "metrics": {
        "train": {
          "update_relative_l2": 0.498099295862322,
          "last8_update_relative_l2": 0.5020915973689504
        },
        "validation": {
          "update_relative_l2": 0.6981720010144091,
          "last8_update_relative_l2": 0.6625408942304698
        }
      },
      "weights_sha256": "86e66817e285174e6641e8675910980fac017bd0494ada42a8fd3a5085e9522f",
      "validation_prediction_sha256": "c9ca795f334e897987574ac2e246c8ff46f40214ac0eb4360159f44b6196d05c",
      "surrogate_file_bytes": 27288788,
      "parameters": 6821888,
      "seconds": 8.026283025741577
    },
    {
      "name": "pair11_r512_multiscale",
      "pair": 11,
      "rank": 512,
      "kind": "multiscale",
      "metrics": {
        "train": {
          "update_relative_l2": 0.5021539203674956,
          "last8_update_relative_l2": 0.5002851238598673
        },
        "validation": {
          "update_relative_l2": 0.6773016610592636,
          "last8_update_relative_l2": 0.6661197631304503
        }
      },
      "weights_sha256": "c7c209b394694b60f35c80716823a427ae29a18013c4050fcefb837830a1b112",
      "validation_prediction_sha256": "b402df8bbea7955c50541ff4d32c0e07ed6128b5c1e762d256693eab047d9825",
      "surrogate_file_bytes": 27288788,
      "parameters": 6821888,
      "seconds": 9.396141052246094
    },
    {
      "name": "pair11_r1024_linear",
      "pair": 11,
      "rank": 1024,
      "kind": "linear",
      "metrics": {
        "train": {
          "update_relative_l2": 0.5081676308168613,
          "last8_update_relative_l2": 0.510882422002661
        },
        "validation": {
          "update_relative_l2": 0.6395431973176017,
          "last8_update_relative_l2": 0.6216613297136364
        }
      },
      "weights_sha256": "fbf209697f367ad938eecd1a0bb87518483abb9c11ea701b0ce431d06a1048eb",
      "validation_prediction_sha256": "cbc0faa938dc32ac6df52987fefb519258562173c8f928f5ad6f858c5bd4ba7b",
      "surrogate_file_bytes": 46167252,
      "parameters": 11541504,
      "seconds": 10.78273892402649
    },
    {
      "name": "pair11_r1024_mesh",
      "pair": 11,
      "rank": 1024,
      "kind": "mesh",
      "metrics": {
        "train": {
          "update_relative_l2": 0.3664077024865473,
          "last8_update_relative_l2": 0.37604092510808684
        },
        "validation": {
          "update_relative_l2": 0.9352773902499342,
          "last8_update_relative_l2": 0.8176738796191074
        }
      },
      "weights_sha256": "1fc3d7168afd40919b7daaeb9e1b63bdbc0c11ad94a478421b4dd6527d554f74",
      "validation_prediction_sha256": "af25f8faafe250f6ac733960236a9a1b7d0ee3e23b9b6b49497c05b7ac4c943f",
      "surrogate_file_bytes": 67138772,
      "parameters": 16784384,
      "seconds": 13.94837212562561
    },
    {
      "name": "pair11_r1024_multiscale",
      "pair": 11,
      "rank": 1024,
      "kind": "multiscale",
      "metrics": {
        "train": {
          "update_relative_l2": 0.38601246483967394,
          "last8_update_relative_l2": 0.39088015152893063
        },
        "validation": {
          "update_relative_l2": 0.7770298705256283,
          "last8_update_relative_l2": 0.7776223091310012
        }
      },
      "weights_sha256": "bbeec80fcfc9af96273e028984a7659cb52fff10433fa9bac04f5cfbd966c149",
      "validation_prediction_sha256": "dd88ab3b92a0b85f7e4f19b14761e6e738dcacc918c9b15c4378991e06cec28a",
      "surrogate_file_bytes": 67138772,
      "parameters": 16784384,
      "seconds": 17.25705885887146
    },
    {
      "name": "pair15_r64_linear",
      "pair": 15,
      "rank": 64,
      "kind": "linear",
      "metrics": {
        "train": {
          "update_relative_l2": 0.8041573438117237,
          "last8_update_relative_l2": 0.827946073163942
        },
        "validation": {
          "update_relative_l2": 0.8124554593110355,
          "last8_update_relative_l2": 0.8349718579534804
        }
      },
      "weights_sha256": "a6342e38d075dc2c5785b400026b731b3000c17bf2b1c13391c9c3c3c325cf4f",
      "validation_prediction_sha256": "19cc0b5c1c680c9fe8986ac7e10daba485202b49315d4dfb43d9abca8626da27",
      "surrogate_file_bytes": 2660052,
      "parameters": 664704,
      "seconds": 21.641124963760376
    },
    {
      "name": "pair15_r64_mesh",
      "pair": 15,
      "rank": 64,
      "kind": "mesh",
      "metrics": {
        "train": {
          "update_relative_l2": 0.7942526911736874,
          "last8_update_relative_l2": 0.8207029867571389
        },
        "validation": {
          "update_relative_l2": 0.8073637677394419,
          "last8_update_relative_l2": 0.8319061629304592
        }
      },
      "weights_sha256": "319218af53e7682a2146573e99223b7a1758bc182df24fa399f9ab2b2a32688f",
      "validation_prediction_sha256": "e94e2c4c26dfbb4e7386c5cea3d2c13d5327a15a568f0e8f208a9af9f6fc1081",
      "surrogate_file_bytes": 2741972,
      "parameters": 685184,
      "seconds": 21.910710096359253
    },
    {
      "name": "pair15_r64_multiscale",
      "pair": 15,
      "rank": 64,
      "kind": "multiscale",
      "metrics": {
        "train": {
          "update_relative_l2": 0.794815317377094,
          "last8_update_relative_l2": 0.8198158903500119
        },
        "validation": {
          "update_relative_l2": 0.80833465129377,
          "last8_update_relative_l2": 0.832792223176187
        }
      },
      "weights_sha256": "503131d4acb99cbb33a642ac8ca097dc6b7207858a3e99916c3c096fce954bcd",
      "validation_prediction_sha256": "48bd48e04b3fde96dec22aad947b3efc0a1362070edce4723976dc6e74d33e94",
      "surrogate_file_bytes": 2741972,
      "parameters": 685184,
      "seconds": 22.293965101242065
    },
    {
      "name": "pair15_r512_linear",
      "pair": 15,
      "rank": 512,
      "kind": "linear",
      "metrics": {
        "train": {
          "update_relative_l2": 0.7200717537804772,
          "last8_update_relative_l2": 0.7584009517962674
        },
        "validation": {
          "update_relative_l2": 0.7793709652101962,
          "last8_update_relative_l2": 0.8079342847339128
        }
      },
      "weights_sha256": "f64e9fdcaf071e81eb97576ab1e344875137b973bf7ddcbea2fa73b82ebdab3d",
      "validation_prediction_sha256": "9c9fa9bc8242b1d26175fea2e043cf943233cc769beebb224734cc58a703bbdb",
      "surrogate_file_bytes": 22045908,
      "parameters": 5511168,
      "seconds": 24.0887770652771
    },
    {
      "name": "pair15_r512_mesh",
      "pair": 15,
      "rank": 512,
      "kind": "mesh",
      "metrics": {
        "train": {
          "update_relative_l2": 0.6371152460802172,
          "last8_update_relative_l2": 0.6815550006786752
        },
        "validation": {
          "update_relative_l2": 0.8514299660342793,
          "last8_update_relative_l2": 0.8659678089925421
        }
      },
      "weights_sha256": "d4c86173d607e2a1d8d39085dc98d01b30d2c78389bb7adcae9e598c338ddb7d",
      "validation_prediction_sha256": "a9d27271d2ef30b43a9c815266589ebba3a4cac46d754973ecf91edaa561df02",
      "surrogate_file_bytes": 27288788,
      "parameters": 6821888,
      "seconds": 25.406712770462036
    },
    {
      "name": "pair15_r512_multiscale",
      "pair": 15,
      "rank": 512,
      "kind": "multiscale",
      "metrics": {
        "train": {
          "update_relative_l2": 0.6429712084126014,
          "last8_update_relative_l2": 0.6796544473438918
        },
        "validation": {
          "update_relative_l2": 0.8266897576564591,
          "last8_update_relative_l2": 0.8706403840969561
        }
      },
      "weights_sha256": "4a55e5e70766427f0764638be057ed706aa8cb055916c391dccd442000145b00",
      "validation_prediction_sha256": "ca30b251f9de88fab7ef09d53eb0a4afdcf38e2f3792f6c1e920276aeb6dfa28",
      "surrogate_file_bytes": 27288788,
      "parameters": 6821888,
      "seconds": 26.659154891967773
    },
    {
      "name": "pair15_r1024_linear",
      "pair": 15,
      "rank": 1024,
      "kind": "linear",
      "metrics": {
        "train": {
          "update_relative_l2": 0.6578712845600314,
          "last8_update_relative_l2": 0.7016416240889576
        },
        "validation": {
          "update_relative_l2": 0.7751480647340947,
          "last8_update_relative_l2": 0.8070518193677914
        }
      },
      "weights_sha256": "76f94f4c6033fcef08802e3129499730280f3e7cc1f469b322113f8a8135d5ca",
      "validation_prediction_sha256": "1a0972db99b971671d2078937ca3277e17612fa1be78f2b746c7988c0b765775",
      "surrogate_file_bytes": 46167252,
      "parameters": 11541504,
      "seconds": 28.057932138442993
    },
    {
      "name": "pair15_r1024_mesh",
      "pair": 15,
      "rank": 1024,
      "kind": "mesh",
      "metrics": {
        "train": {
          "update_relative_l2": 0.4745166893425303,
          "last8_update_relative_l2": 0.5160401420149772
        },
        "validation": {
          "update_relative_l2": 1.1486496470174699,
          "last8_update_relative_l2": 1.0907101486709045
        }
      },
      "weights_sha256": "15bc64b65bdf7338e63db69938020b35d2862d2d4a3a0dce8deec31483b9e97c",
      "validation_prediction_sha256": "8b95f01d9c0daf14fa18b71d97c9201cefdb1956e9508fa40708e3581074c8fb",
      "surrogate_file_bytes": 67138772,
      "parameters": 16784384,
      "seconds": 31.319706916809082
    },
    {
      "name": "pair15_r1024_multiscale",
      "pair": 15,
      "rank": 1024,
      "kind": "multiscale",
      "metrics": {
        "train": {
          "update_relative_l2": 0.5024570892594546,
          "last8_update_relative_l2": 0.5381208922325912
        },
        "validation": {
          "update_relative_l2": 0.967247082158336,
          "last8_update_relative_l2": 1.0342359328157937
        }
      },
      "weights_sha256": "904e3d7f1caade499643e16459f8c1124c896c075991106b4b72bfd7597a1786",
      "validation_prediction_sha256": "79cc243dffc437b4708ad5a8952f56cc2327c483c56e3aaf3af7b79c811dbee5",
      "surrogate_file_bytes": 67138772,
      "parameters": 16784384,
      "seconds": 34.5729558467865
    }
  ],
  "regularization": {
    "results": [
      {
        "pair": 11,
        "rank": 512,
        "kind": "mesh",
        "selected": {
          "name": "pair11_r512_mesh_ridge800",
          "ridge": 800,
          "validation_error": 0.6496798789535178,
          "train_error": 0.5158786323349281,
          "weights_file": "regularization/pair11_r512_mesh_ridge800.npz",
          "prediction_file": "regularization/pair11_r512_mesh_ridge800_validation.npy",
          "weights_sha256": "221c7b9a18d5f5190613ccaebe0310d3591c5fd5d12439a2e79d5900895fad4a",
          "prediction_sha256": "d6bdd826d36fcd49392023030c151085b0bbda89852b47c467f04c9b10aa17a5"
        },
        "candidates": [
          {
            "name": "pair11_r512_mesh",
            "ridge": 10,
            "validation_error": 0.6981720010144091,
            "weights_file": "predictors/pair11_r512_mesh.npz",
            "prediction_file": "predictors/pair11_r512_mesh_validation.npy",
            "weights_sha256": "86e66817e285174e6641e8675910980fac017bd0494ada42a8fd3a5085e9522f",
            "prediction_sha256": "c9ca795f334e897987574ac2e246c8ff46f40214ac0eb4360159f44b6196d05c"
          },
          {
            "name": "pair11_r512_mesh_ridge80",
            "ridge": 80,
            "validation_error": 0.6722646475612393,
            "train_error": 0.5009520200491939,
            "weights_file": "regularization/pair11_r512_mesh_ridge80.npz",
            "prediction_file": "regularization/pair11_r512_mesh_ridge80_validation.npy",
            "weights_sha256": "7fdc5c3f5bc43ccf3e36a432fa3868fbcee9a45d125c58a4de6b9dff35594dcd",
            "prediction_sha256": "9b95109caff29727a293237b7d8ea35ca60f427efcc1f2ef34ff48ccd5038219"
          },
          {
            "name": "pair11_r512_mesh_ridge800",
            "ridge": 800,
            "validation_error": 0.6496798789535178,
            "train_error": 0.5158786323349281,
            "weights_file": "regularization/pair11_r512_mesh_ridge800.npz",
            "prediction_file": "regularization/pair11_r512_mesh_ridge800_validation.npy",
            "weights_sha256": "221c7b9a18d5f5190613ccaebe0310d3591c5fd5d12439a2e79d5900895fad4a",
            "prediction_sha256": "d6bdd826d36fcd49392023030c151085b0bbda89852b47c467f04c9b10aa17a5"
          },
          {
            "name": "pair11_r512_mesh_ridge8000",
            "ridge": 8000,
            "validation_error": 0.6516310847002412,
            "train_error": 0.5607513384529788,
            "weights_file": "regularization/pair11_r512_mesh_ridge8000.npz",
            "prediction_file": "regularization/pair11_r512_mesh_ridge8000_validation.npy",
            "weights_sha256": "d0c23289227c8d5f698578fa581c02f7938038fd3f235247ed6a1ba0a90a29e3",
            "prediction_sha256": "15af59d3e09d94ae422554ef9fa064c0a1ca6da9a7e6310b31fbe2d6c9d8bcc6"
          }
        ]
      },
      {
        "pair": 11,
        "rank": 512,
        "kind": "multiscale",
        "selected": {
          "name": "pair11_r512_multiscale_ridge800",
          "ridge": 800,
          "validation_error": 0.6428878722920337,
          "train_error": 0.5293737755678004,
          "weights_file": "regularization/pair11_r512_multiscale_ridge800.npz",
          "prediction_file": "regularization/pair11_r512_multiscale_ridge800_validation.npy",
          "weights_sha256": "a23f801a3a5d520371a3dd6a0555422a8e72bc437d84afb46519960fdcf682fe",
          "prediction_sha256": "7dfb06ea0de191d3ab663cc84920ce0db1b95a74f5dd19a5dec866029b4ac609"
        },
        "candidates": [
          {
            "name": "pair11_r512_multiscale",
            "ridge": 10,
            "validation_error": 0.6773016610592636,
            "weights_file": "predictors/pair11_r512_multiscale.npz",
            "prediction_file": "predictors/pair11_r512_multiscale_validation.npy",
            "weights_sha256": "c7c209b394694b60f35c80716823a427ae29a18013c4050fcefb837830a1b112",
            "prediction_sha256": "b402df8bbea7955c50541ff4d32c0e07ed6128b5c1e762d256693eab047d9825"
          },
          {
            "name": "pair11_r512_multiscale_ridge80",
            "ridge": 80,
            "validation_error": 0.6550403223777652,
            "train_error": 0.5094728908563385,
            "weights_file": "regularization/pair11_r512_multiscale_ridge80.npz",
            "prediction_file": "regularization/pair11_r512_multiscale_ridge80_validation.npy",
            "weights_sha256": "e4642f1c3cb46c0fae9d7e71788a48be9e5bc412910a77b4934559edbd796b69",
            "prediction_sha256": "1999ba06fe56556ac43cb24fc17757365d843350c8fef1596e4c7b14a6f16359"
          },
          {
            "name": "pair11_r512_multiscale_ridge800",
            "ridge": 800,
            "validation_error": 0.6428878722920337,
            "train_error": 0.5293737755678004,
            "weights_file": "regularization/pair11_r512_multiscale_ridge800.npz",
            "prediction_file": "regularization/pair11_r512_multiscale_ridge800_validation.npy",
            "weights_sha256": "a23f801a3a5d520371a3dd6a0555422a8e72bc437d84afb46519960fdcf682fe",
            "prediction_sha256": "7dfb06ea0de191d3ab663cc84920ce0db1b95a74f5dd19a5dec866029b4ac609"
          },
          {
            "name": "pair11_r512_multiscale_ridge8000",
            "ridge": 8000,
            "validation_error": 0.6534749314747532,
            "train_error": 0.5748556272429931,
            "weights_file": "regularization/pair11_r512_multiscale_ridge8000.npz",
            "prediction_file": "regularization/pair11_r512_multiscale_ridge8000_validation.npy",
            "weights_sha256": "f3291129797888460a1153348bdf542fb39e2eabcf52040f8c6109e5ee88b36e",
            "prediction_sha256": "9b0cac03cb740b3073008255266c3d2c8b31153677aaaf94069b1137dbd16b26"
          }
        ]
      },
      {
        "pair": 11,
        "rank": 1024,
        "kind": "mesh",
        "selected": {
          "name": "pair11_r1024_mesh_ridge8000",
          "ridge": 8000,
          "validation_error": 0.6511326203485664,
          "train_error": 0.48976768094076306,
          "weights_file": "regularization/pair11_r1024_mesh_ridge8000.npz",
          "prediction_file": "regularization/pair11_r1024_mesh_ridge8000_validation.npy",
          "weights_sha256": "068fd94449039154a5d9b5eea18ad76336502957440fe6d8df402add10186477",
          "prediction_sha256": "6d7ad28d99b78fda31a5bfc406ea38136d404ed6846ff09da1825af485b4b095"
        },
        "candidates": [
          {
            "name": "pair11_r1024_mesh",
            "ridge": 10,
            "validation_error": 0.9352773902499342,
            "weights_file": "predictors/pair11_r1024_mesh.npz",
            "prediction_file": "predictors/pair11_r1024_mesh_validation.npy",
            "weights_sha256": "1fc3d7168afd40919b7daaeb9e1b63bdbc0c11ad94a478421b4dd6527d554f74",
            "prediction_sha256": "af25f8faafe250f6ac733960236a9a1b7d0ee3e23b9b6b49497c05b7ac4c943f"
          },
          {
            "name": "pair11_r1024_mesh_ridge80",
            "ridge": 80,
            "validation_error": 0.7534183735155817,
            "train_error": 0.3797619451508172,
            "weights_file": "regularization/pair11_r1024_mesh_ridge80.npz",
            "prediction_file": "regularization/pair11_r1024_mesh_ridge80_validation.npy",
            "weights_sha256": "a6acc73be5f2fbe4b8ce29a0e2e8c2c6de5fcce230053e0a85efa6d4f7d63224",
            "prediction_sha256": "2f49c4ae3088f59dbe9341e31814760ee844780e8f555d547b71c4c4d2066261"
          },
          {
            "name": "pair11_r1024_mesh_ridge800",
            "ridge": 800,
            "validation_error": 0.6690036559120599,
            "train_error": 0.41332258621575935,
            "weights_file": "regularization/pair11_r1024_mesh_ridge800.npz",
            "prediction_file": "regularization/pair11_r1024_mesh_ridge800_validation.npy",
            "weights_sha256": "5847d126c89efff4aa9f1d1130b6ebe0a76821cad184bcd115d4f19b24cfc651",
            "prediction_sha256": "453c7eeddef15fe1261214d6890b3e9bb27a7f3b565a1527e1ba3e177dbaa825"
          },
          {
            "name": "pair11_r1024_mesh_ridge8000",
            "ridge": 8000,
            "validation_error": 0.6511326203485664,
            "train_error": 0.48976768094076306,
            "weights_file": "regularization/pair11_r1024_mesh_ridge8000.npz",
            "prediction_file": "regularization/pair11_r1024_mesh_ridge8000_validation.npy",
            "weights_sha256": "068fd94449039154a5d9b5eea18ad76336502957440fe6d8df402add10186477",
            "prediction_sha256": "6d7ad28d99b78fda31a5bfc406ea38136d404ed6846ff09da1825af485b4b095"
          }
        ]
      },
      {
        "pair": 11,
        "rank": 1024,
        "kind": "multiscale",
        "selected": {
          "name": "pair11_r1024_multiscale_ridge8000",
          "ridge": 8000,
          "validation_error": 0.6437326357229853,
          "train_error": 0.5187295071897332,
          "weights_file": "regularization/pair11_r1024_multiscale_ridge8000.npz",
          "prediction_file": "regularization/pair11_r1024_multiscale_ridge8000_validation.npy",
          "weights_sha256": "f4d68b268d74e80303e0e833bd12ac5352989b2d4372614165d4b6b2ee3f186d",
          "prediction_sha256": "55bc33a1e9c05183e692177d71485e3dcba4a4826b4c65beaa536ce03d8e5504"
        },
        "candidates": [
          {
            "name": "pair11_r1024_multiscale",
            "ridge": 10,
            "validation_error": 0.7770298705256283,
            "weights_file": "predictors/pair11_r1024_multiscale.npz",
            "prediction_file": "predictors/pair11_r1024_multiscale_validation.npy",
            "weights_sha256": "bbeec80fcfc9af96273e028984a7659cb52fff10433fa9bac04f5cfbd966c149",
            "prediction_sha256": "dd88ab3b92a0b85f7e4f19b14761e6e738dcacc918c9b15c4378991e06cec28a"
          },
          {
            "name": "pair11_r1024_multiscale_ridge80",
            "ridge": 80,
            "validation_error": 0.6888586415496334,
            "train_error": 0.40336483330627443,
            "weights_file": "regularization/pair11_r1024_multiscale_ridge80.npz",
            "prediction_file": "regularization/pair11_r1024_multiscale_ridge80_validation.npy",
            "weights_sha256": "c4306a65af9470d63682245daa441749016d6507d996060adbbcbb0752082d1c",
            "prediction_sha256": "5351df18e122778f7c70b74f00c5e53be870a3dacdd321d031651a1ea501419f"
          },
          {
            "name": "pair11_r1024_multiscale_ridge800",
            "ridge": 800,
            "validation_error": 0.6447084495520472,
            "train_error": 0.4438637882421385,
            "weights_file": "regularization/pair11_r1024_multiscale_ridge800.npz",
            "prediction_file": "regularization/pair11_r1024_multiscale_ridge800_validation.npy",
            "weights_sha256": "a3b4de7846106003a634cc1549a5947d7c3955a705794e9c5afc393b8261b5ff",
            "prediction_sha256": "5120f760c79e4483a57d98522b602fa1a137aa4f3de03819775764b576e204bd"
          },
          {
            "name": "pair11_r1024_multiscale_ridge8000",
            "ridge": 8000,
            "validation_error": 0.6437326357229853,
            "train_error": 0.5187295071897332,
            "weights_file": "regularization/pair11_r1024_multiscale_ridge8000.npz",
            "prediction_file": "regularization/pair11_r1024_multiscale_ridge8000_validation.npy",
            "weights_sha256": "f4d68b268d74e80303e0e833bd12ac5352989b2d4372614165d4b6b2ee3f186d",
            "prediction_sha256": "55bc33a1e9c05183e692177d71485e3dcba4a4826b4c65beaa536ce03d8e5504"
          }
        ]
      },
      {
        "pair": 15,
        "rank": 512,
        "kind": "mesh",
        "selected": {
          "name": "pair15_r512_mesh_ridge8000",
          "ridge": 8000,
          "validation_error": 0.7884245872859551,
          "train_error": 0.7096088199591045,
          "weights_file": "regularization/pair15_r512_mesh_ridge8000.npz",
          "prediction_file": "regularization/pair15_r512_mesh_ridge8000_validation.npy",
          "weights_sha256": "c7b2159d9c6ecfc61a3b624a639fea9dedfd65ffdcb40d2e02b4a2f9e5cfe072",
          "prediction_sha256": "eca9c34775d48b734df2577719e54ff5676915b29bd4747a3e7480050d17b49d"
        },
        "candidates": [
          {
            "name": "pair15_r512_mesh",
            "ridge": 10,
            "validation_error": 0.8514299660342793,
            "weights_file": "predictors/pair15_r512_mesh.npz",
            "prediction_file": "predictors/pair15_r512_mesh_validation.npy",
            "weights_sha256": "d4c86173d607e2a1d8d39085dc98d01b30d2c78389bb7adcae9e598c338ddb7d",
            "prediction_sha256": "a9d27271d2ef30b43a9c815266589ebba3a4cac46d754973ecf91edaa561df02"
          },
          {
            "name": "pair15_r512_mesh_ridge80",
            "ridge": 80,
            "validation_error": 0.8204182970137769,
            "train_error": 0.6406043119550399,
            "weights_file": "regularization/pair15_r512_mesh_ridge80.npz",
            "prediction_file": "regularization/pair15_r512_mesh_ridge80_validation.npy",
            "weights_sha256": "aa1fcd3bbb1c62c75f4c0c7b1d229578b889352d4e6cb4afe658b20adb2e3825",
            "prediction_sha256": "8220e0248c222ec8a4b8b17a02f595359b8efadb6b9399bcc54436f2134370e0"
          },
          {
            "name": "pair15_r512_mesh_ridge800",
            "ridge": 800,
            "validation_error": 0.789651233333736,
            "train_error": 0.6589149252667645,
            "weights_file": "regularization/pair15_r512_mesh_ridge800.npz",
            "prediction_file": "regularization/pair15_r512_mesh_ridge800_validation.npy",
            "weights_sha256": "d182bf9f3d9add21fe92e0a7d479f43b7abb79e9089b9d30f0c3d00ed4718e00",
            "prediction_sha256": "726ba5de76d1aaad6caa18e8ad2c01fb988c0253bda85b596d2af3963ca53708"
          },
          {
            "name": "pair15_r512_mesh_ridge8000",
            "ridge": 8000,
            "validation_error": 0.7884245872859551,
            "train_error": 0.7096088199591045,
            "weights_file": "regularization/pair15_r512_mesh_ridge8000.npz",
            "prediction_file": "regularization/pair15_r512_mesh_ridge8000_validation.npy",
            "weights_sha256": "c7b2159d9c6ecfc61a3b624a639fea9dedfd65ffdcb40d2e02b4a2f9e5cfe072",
            "prediction_sha256": "eca9c34775d48b734df2577719e54ff5676915b29bd4747a3e7480050d17b49d"
          }
        ]
      },
      {
        "pair": 15,
        "rank": 512,
        "kind": "multiscale",
        "selected": {
          "name": "pair15_r512_multiscale_ridge800",
          "ridge": 800,
          "validation_error": 0.7806228536245624,
          "train_error": 0.6768703918648651,
          "weights_file": "regularization/pair15_r512_multiscale_ridge800.npz",
          "prediction_file": "regularization/pair15_r512_multiscale_ridge800_validation.npy",
          "weights_sha256": "a2f660b6f52e5ce25c591a6c2951e4dfa57488172d945af5dd9247c3d89b99de",
          "prediction_sha256": "ec733514352e6aef2d645bfa5b756e1ed20d5d8a5f96405a83f1156c86f08836"
        },
        "candidates": [
          {
            "name": "pair15_r512_multiscale",
            "ridge": 10,
            "validation_error": 0.8266897576564591,
            "weights_file": "predictors/pair15_r512_multiscale.npz",
            "prediction_file": "predictors/pair15_r512_multiscale_validation.npy",
            "weights_sha256": "4a55e5e70766427f0764638be057ed706aa8cb055916c391dccd442000145b00",
            "prediction_sha256": "ca30b251f9de88fab7ef09d53eb0a4afdcf38e2f3792f6c1e920276aeb6dfa28"
          },
          {
            "name": "pair15_r512_multiscale_ridge80",
            "ridge": 80,
            "validation_error": 0.799145611168063,
            "train_error": 0.6524181694570524,
            "weights_file": "regularization/pair15_r512_multiscale_ridge80.npz",
            "prediction_file": "regularization/pair15_r512_multiscale_ridge80_validation.npy",
            "weights_sha256": "b3173165c67481d32c4bd36f0319fc9869abd24db90f7e00c6918b623c6a7c2b",
            "prediction_sha256": "e5f7a01f7ad0cf9b756c1f3fe982e0751326ba722dd6e76c9f03d82f226f5f72"
          },
          {
            "name": "pair15_r512_multiscale_ridge800",
            "ridge": 800,
            "validation_error": 0.7806228536245624,
            "train_error": 0.6768703918648651,
            "weights_file": "regularization/pair15_r512_multiscale_ridge800.npz",
            "prediction_file": "regularization/pair15_r512_multiscale_ridge800_validation.npy",
            "weights_sha256": "a2f660b6f52e5ce25c591a6c2951e4dfa57488172d945af5dd9247c3d89b99de",
            "prediction_sha256": "ec733514352e6aef2d645bfa5b756e1ed20d5d8a5f96405a83f1156c86f08836"
          },
          {
            "name": "pair15_r512_multiscale_ridge8000",
            "ridge": 8000,
            "validation_error": 0.7900597817606028,
            "train_error": 0.7289126413779712,
            "weights_file": "regularization/pair15_r512_multiscale_ridge8000.npz",
            "prediction_file": "regularization/pair15_r512_multiscale_ridge8000_validation.npy",
            "weights_sha256": "0e3252c735edcf9fa0720e0fad6d9d9788ed9d10e67aecd423577e9d08dc009b",
            "prediction_sha256": "34e0835155536fab91fbb195ffad7718afc2754055e1a1b380f9bd1bf7a089e3"
          }
        ]
      },
      {
        "pair": 15,
        "rank": 1024,
        "kind": "mesh",
        "selected": {
          "name": "pair15_r1024_mesh_ridge8000",
          "ridge": 8000,
          "validation_error": 0.7825690956690644,
          "train_error": 0.626941672145856,
          "weights_file": "regularization/pair15_r1024_mesh_ridge8000.npz",
          "prediction_file": "regularization/pair15_r1024_mesh_ridge8000_validation.npy",
          "weights_sha256": "c92d7fcef27e1d4fea4c05921b523811d1d51b650c7b510362161536b80ce3d2",
          "prediction_sha256": "bfbc61d0492dddfe73dd000336eb31a6120e7cc8798d519815a4e4e51aa86add"
        },
        "candidates": [
          {
            "name": "pair15_r1024_mesh",
            "ridge": 10,
            "validation_error": 1.1486496470174699,
            "weights_file": "predictors/pair15_r1024_mesh.npz",
            "prediction_file": "predictors/pair15_r1024_mesh_validation.npy",
            "weights_sha256": "15bc64b65bdf7338e63db69938020b35d2862d2d4a3a0dce8deec31483b9e97c",
            "prediction_sha256": "8b95f01d9c0daf14fa18b71d97c9201cefdb1956e9508fa40708e3581074c8fb"
          },
          {
            "name": "pair15_r1024_mesh_ridge80",
            "ridge": 80,
            "validation_error": 0.9202415366366259,
            "train_error": 0.49242219927449193,
            "weights_file": "regularization/pair15_r1024_mesh_ridge80.npz",
            "prediction_file": "regularization/pair15_r1024_mesh_ridge80_validation.npy",
            "weights_sha256": "53b91abfd0c0a2e7aee5560d405bdb7dfdb7f5145c6abd0e5549ad73a554ab36",
            "prediction_sha256": "bfccec4a2c47f74b399b40a789f15ea4640bc263fb59033ee74ef5daf56d381b"
          },
          {
            "name": "pair15_r1024_mesh_ridge800",
            "ridge": 800,
            "validation_error": 0.8117464282341329,
            "train_error": 0.5361929378520474,
            "weights_file": "regularization/pair15_r1024_mesh_ridge800.npz",
            "prediction_file": "regularization/pair15_r1024_mesh_ridge800_validation.npy",
            "weights_sha256": "6018e88d87666c4f2bec2a67269f1f98dbf34eb5f5406cad3d9f6a2e152c7dc2",
            "prediction_sha256": "d3ff7a76e374e9626e2f242c66dc584ea4d5553af5b3559fac9f70065544a169"
          },
          {
            "name": "pair15_r1024_mesh_ridge8000",
            "ridge": 8000,
            "validation_error": 0.7825690956690644,
            "train_error": 0.626941672145856,
            "weights_file": "regularization/pair15_r1024_mesh_ridge8000.npz",
            "prediction_file": "regularization/pair15_r1024_mesh_ridge8000_validation.npy",
            "weights_sha256": "c92d7fcef27e1d4fea4c05921b523811d1d51b650c7b510362161536b80ce3d2",
            "prediction_sha256": "bfbc61d0492dddfe73dd000336eb31a6120e7cc8798d519815a4e4e51aa86add"
          }
        ]
      },
      {
        "pair": 15,
        "rank": 1024,
        "kind": "multiscale",
        "selected": {
          "name": "pair15_r1024_multiscale_ridge8000",
          "ridge": 8000,
          "validation_error": 0.7785052497187168,
          "train_error": 0.6656405874865836,
          "weights_file": "regularization/pair15_r1024_multiscale_ridge8000.npz",
          "prediction_file": "regularization/pair15_r1024_multiscale_ridge8000_validation.npy",
          "weights_sha256": "965324127657b95ccec522e97e8cf519fcd63703b3f12c539dfd5bf8c485bbe5",
          "prediction_sha256": "651c019407895300671efe05c959f3c0430c1971eaa1af820fe42745391024f3"
        },
        "candidates": [
          {
            "name": "pair15_r1024_multiscale",
            "ridge": 10,
            "validation_error": 0.967247082158336,
            "weights_file": "predictors/pair15_r1024_multiscale.npz",
            "prediction_file": "predictors/pair15_r1024_multiscale_validation.npy",
            "weights_sha256": "904e3d7f1caade499643e16459f8c1124c896c075991106b4b72bfd7597a1786",
            "prediction_sha256": "79cc243dffc437b4708ad5a8952f56cc2327c483c56e3aaf3af7b79c811dbee5"
          },
          {
            "name": "pair15_r1024_multiscale_ridge80",
            "ridge": 80,
            "validation_error": 0.8449439929276492,
            "train_error": 0.5254189944823531,
            "weights_file": "regularization/pair15_r1024_multiscale_ridge80.npz",
            "prediction_file": "regularization/pair15_r1024_multiscale_ridge80_validation.npy",
            "weights_sha256": "361a627c9d392a4453faf640d9e39b12443c2f5987cd5faffbb21bfc45be4709",
            "prediction_sha256": "d43d5c80229a08fd6d4a76076ef752c8494779335cf56dd60980e97572034fda"
          },
          {
            "name": "pair15_r1024_multiscale_ridge800",
            "ridge": 800,
            "validation_error": 0.7829684761203073,
            "train_error": 0.5769914309044495,
            "weights_file": "regularization/pair15_r1024_multiscale_ridge800.npz",
            "prediction_file": "regularization/pair15_r1024_multiscale_ridge800_validation.npy",
            "weights_sha256": "676b47c47410494f3654066e8054ede8eb8d18d0b889e9607eec2d564b082367",
            "prediction_sha256": "88df190cc12b6171c8496a347c6490cfccd50cecc463cd13e02784e7fcec2f96"
          },
          {
            "name": "pair15_r1024_multiscale_ridge8000",
            "ridge": 8000,
            "validation_error": 0.7785052497187168,
            "train_error": 0.6656405874865836,
            "weights_file": "regularization/pair15_r1024_multiscale_ridge8000.npz",
            "prediction_file": "regularization/pair15_r1024_multiscale_ridge8000_validation.npy",
            "weights_sha256": "965324127657b95ccec522e97e8cf519fcd63703b3f12c539dfd5bf8c485bbe5",
            "prediction_sha256": "651c019407895300671efe05c959f3c0430c1971eaa1af820fe42745391024f3"
          }
        ]
      }
    ],
    "selected": [
      {
        "pair": 11,
        "rank": 512,
        "kind": "mesh",
        "name": "pair11_r512_mesh_ridge800",
        "ridge": 800,
        "validation_error": 0.6496798789535178,
        "train_error": 0.5158786323349281,
        "weights_file": "regularization/pair11_r512_mesh_ridge800.npz",
        "prediction_file": "regularization/pair11_r512_mesh_ridge800_validation.npy",
        "weights_sha256": "221c7b9a18d5f5190613ccaebe0310d3591c5fd5d12439a2e79d5900895fad4a",
        "prediction_sha256": "d6bdd826d36fcd49392023030c151085b0bbda89852b47c467f04c9b10aa17a5"
      },
      {
        "pair": 11,
        "rank": 512,
        "kind": "multiscale",
        "name": "pair11_r512_multiscale_ridge800",
        "ridge": 800,
        "validation_error": 0.6428878722920337,
        "train_error": 0.5293737755678004,
        "weights_file": "regularization/pair11_r512_multiscale_ridge800.npz",
        "prediction_file": "regularization/pair11_r512_multiscale_ridge800_validation.npy",
        "weights_sha256": "a23f801a3a5d520371a3dd6a0555422a8e72bc437d84afb46519960fdcf682fe",
        "prediction_sha256": "7dfb06ea0de191d3ab663cc84920ce0db1b95a74f5dd19a5dec866029b4ac609"
      },
      {
        "pair": 11,
        "rank": 1024,
        "kind": "mesh",
        "name": "pair11_r1024_mesh_ridge8000",
        "ridge": 8000,
        "validation_error": 0.6511326203485664,
        "train_error": 0.48976768094076306,
        "weights_file": "regularization/pair11_r1024_mesh_ridge8000.npz",
        "prediction_file": "regularization/pair11_r1024_mesh_ridge8000_validation.npy",
        "weights_sha256": "068fd94449039154a5d9b5eea18ad76336502957440fe6d8df402add10186477",
        "prediction_sha256": "6d7ad28d99b78fda31a5bfc406ea38136d404ed6846ff09da1825af485b4b095"
      },
      {
        "pair": 11,
        "rank": 1024,
        "kind": "multiscale",
        "name": "pair11_r1024_multiscale_ridge8000",
        "ridge": 8000,
        "validation_error": 0.6437326357229853,
        "train_error": 0.5187295071897332,
        "weights_file": "regularization/pair11_r1024_multiscale_ridge8000.npz",
        "prediction_file": "regularization/pair11_r1024_multiscale_ridge8000_validation.npy",
        "weights_sha256": "f4d68b268d74e80303e0e833bd12ac5352989b2d4372614165d4b6b2ee3f186d",
        "prediction_sha256": "55bc33a1e9c05183e692177d71485e3dcba4a4826b4c65beaa536ce03d8e5504"
      },
      {
        "pair": 15,
        "rank": 512,
        "kind": "mesh",
        "name": "pair15_r512_mesh_ridge8000",
        "ridge": 8000,
        "validation_error": 0.7884245872859551,
        "train_error": 0.7096088199591045,
        "weights_file": "regularization/pair15_r512_mesh_ridge8000.npz",
        "prediction_file": "regularization/pair15_r512_mesh_ridge8000_validation.npy",
        "weights_sha256": "c7b2159d9c6ecfc61a3b624a639fea9dedfd65ffdcb40d2e02b4a2f9e5cfe072",
        "prediction_sha256": "eca9c34775d48b734df2577719e54ff5676915b29bd4747a3e7480050d17b49d"
      },
      {
        "pair": 15,
        "rank": 512,
        "kind": "multiscale",
        "name": "pair15_r512_multiscale_ridge800",
        "ridge": 800,
        "validation_error": 0.7806228536245624,
        "train_error": 0.6768703918648651,
        "weights_file": "regularization/pair15_r512_multiscale_ridge800.npz",
        "prediction_file": "regularization/pair15_r512_multiscale_ridge800_validation.npy",
        "weights_sha256": "a2f660b6f52e5ce25c591a6c2951e4dfa57488172d945af5dd9247c3d89b99de",
        "prediction_sha256": "ec733514352e6aef2d645bfa5b756e1ed20d5d8a5f96405a83f1156c86f08836"
      },
      {
        "pair": 15,
        "rank": 1024,
        "kind": "mesh",
        "name": "pair15_r1024_mesh_ridge8000",
        "ridge": 8000,
        "validation_error": 0.7825690956690644,
        "train_error": 0.626941672145856,
        "weights_file": "regularization/pair15_r1024_mesh_ridge8000.npz",
        "prediction_file": "regularization/pair15_r1024_mesh_ridge8000_validation.npy",
        "weights_sha256": "c92d7fcef27e1d4fea4c05921b523811d1d51b650c7b510362161536b80ce3d2",
        "prediction_sha256": "bfbc61d0492dddfe73dd000336eb31a6120e7cc8798d519815a4e4e51aa86add"
      },
      {
        "pair": 15,
        "rank": 1024,
        "kind": "multiscale",
        "name": "pair15_r1024_multiscale_ridge8000",
        "ridge": 8000,
        "validation_error": 0.7785052497187168,
        "train_error": 0.6656405874865836,
        "weights_file": "regularization/pair15_r1024_multiscale_ridge8000.npz",
        "prediction_file": "regularization/pair15_r1024_multiscale_ridge8000_validation.npy",
        "weights_sha256": "965324127657b95ccec522e97e8cf519fcd63703b3f12c539dfd5bf8c485bbe5",
        "prediction_sha256": "651c019407895300671efe05c959f3c0430c1971eaa1af820fe42745391024f3"
      }
    ],
    "protocol_sha256": "48fca96083c03d1c56092311eeea2561af9e1420b7a1a59a9f38b9eca57fabc1"
  },
  "native_validation": [
    {
      "name": "pair11_r128_linear",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.029831871009052602
    },
    {
      "name": "pair11_r128_mesh",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.029665542395022726
    },
    {
      "name": "pair11_r128_multiscale",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 123,
      "agreement": 0.9609375,
      "mean_kl": 0.029552701906224055
    },
    {
      "name": "pair11_r512_linear",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.02897180460560289
    },
    {
      "name": "pair11_r512_mesh",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 121,
      "agreement": 0.9453125,
      "mean_kl": 0.03735400346683604
    },
    {
      "name": "pair11_r512_multiscale",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 120,
      "agreement": 0.9375,
      "mean_kl": 0.030805844202674848
    },
    {
      "name": "pair11_r1024_linear",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.02831097137203442
    },
    {
      "name": "pair11_r1024_mesh",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 116,
      "agreement": 0.90625,
      "mean_kl": 0.058778784838217746
    },
    {
      "name": "pair11_r1024_multiscale",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 120,
      "agreement": 0.9375,
      "mean_kl": 0.043270090492313784
    },
    {
      "name": "pair15_r64_linear",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 124,
      "agreement": 0.96875,
      "mean_kl": 0.02860634000811757
    },
    {
      "name": "pair15_r64_mesh",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.030529706274414536
    },
    {
      "name": "pair15_r64_multiscale",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 123,
      "agreement": 0.9609375,
      "mean_kl": 0.03046838334272195
    },
    {
      "name": "pair15_r512_linear",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.02237360514564557
    },
    {
      "name": "pair15_r512_mesh",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.0234596666586242
    },
    {
      "name": "pair15_r512_multiscale",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 124,
      "agreement": 0.96875,
      "mean_kl": 0.0250842332925032
    },
    {
      "name": "pair15_r1024_linear",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.021220208354165493
    },
    {
      "name": "pair15_r1024_mesh",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 120,
      "agreement": 0.9375,
      "mean_kl": 0.04568536963255099
    },
    {
      "name": "pair15_r1024_multiscale",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 120,
      "agreement": 0.9375,
      "mean_kl": 0.0387719822025403
    },
    {
      "name": "pair11_original_oracle",
      "pair": 11,
      "teacher_assisted": true,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.025778031316733063
    },
    {
      "name": "pair11_r1024_oracle",
      "pair": 11,
      "teacher_assisted": true,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.01327928696404257
    },
    {
      "name": "pair11_original_mesh",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.03063628679260688
    },
    {
      "name": "pair11_bias",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 119,
      "agreement": 0.9296875,
      "mean_kl": 0.031009845896477373
    },
    {
      "name": "pair11_skip",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 121,
      "agreement": 0.9453125,
      "mean_kl": 0.03205866325701834
    },
    {
      "name": "pair11_native_control",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 128,
      "agreement": 1.0,
      "mean_kl": 0.0
    },
    {
      "name": "pair15_original_oracle",
      "pair": 15,
      "teacher_assisted": true,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.024213582960992852
    },
    {
      "name": "pair15_r1024_oracle",
      "pair": 15,
      "teacher_assisted": true,
      "count": 128,
      "matches": 126,
      "agreement": 0.984375,
      "mean_kl": 0.007647716865127663
    },
    {
      "name": "pair15_original_mesh",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.032671883146040415
    },
    {
      "name": "pair15_bias",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 120,
      "agreement": 0.9375,
      "mean_kl": 0.030478137620377765
    },
    {
      "name": "pair15_skip",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 120,
      "agreement": 0.9375,
      "mean_kl": 0.03787479901815516
    },
    {
      "name": "pair15_native_control",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 128,
      "agreement": 1.0,
      "mean_kl": 0.0
    },
    {
      "name": "pair11_original_mlx",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 123,
      "agreement": 0.9609375,
      "mean_kl": 0.031234376719936563
    },
    {
      "name": "pair15_original_mlx",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.03210030691911214
    },
    {
      "name": "pair11_r512_mesh_ridge800",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.028706616874562663
    },
    {
      "name": "pair11_r512_multiscale_ridge800",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 122,
      "agreement": 0.953125,
      "mean_kl": 0.02760068244963576
    },
    {
      "name": "pair11_r1024_mesh_ridge8000",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 121,
      "agreement": 0.9453125,
      "mean_kl": 0.02422250957769556
    },
    {
      "name": "pair11_r1024_multiscale_ridge8000",
      "pair": 11,
      "teacher_assisted": false,
      "count": 128,
      "matches": 121,
      "agreement": 0.9453125,
      "mean_kl": 0.02479884197781601
    },
    {
      "name": "pair15_r512_mesh_ridge8000",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 121,
      "agreement": 0.9453125,
      "mean_kl": 0.023468690545882964
    },
    {
      "name": "pair15_r512_multiscale_ridge800",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 120,
      "agreement": 0.9375,
      "mean_kl": 0.021576840544270226
    },
    {
      "name": "pair15_r1024_mesh_ridge8000",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 121,
      "agreement": 0.9453125,
      "mean_kl": 0.024335612371828574
    },
    {
      "name": "pair15_r1024_multiscale_ridge8000",
      "pair": 15,
      "teacher_assisted": false,
      "count": 128,
      "matches": 121,
      "agreement": 0.9453125,
      "mean_kl": 0.02321876395058098
    }
  ],
  "comparisons": [
    {
      "candidate": "pair11_r128_linear",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.0014025057108839611,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.010002148232546616,
        0.007751155181362296
      ],
      "agreement_delta_pp_95ci": [
        -2.34375,
        0.0
      ]
    },
    {
      "candidate": "pair11_r128_linear",
      "reference": "pair11_bias",
      "kl_delta": -0.0011779748874247709,
      "agreement_delta_pp": 2.34375,
      "kl_delta_95ci": [
        -0.009698799568873762,
        0.007234872663324911
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        5.357142857142857
      ]
    },
    {
      "candidate": "pair11_r128_linear",
      "reference": "pair11_skip",
      "kl_delta": -0.0022267922479657365,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.009471585194245685,
        0.0059272475146789514
      ],
      "agreement_delta_pp_95ci": [
        -1.5625,
        3.5714285714285716
      ]
    },
    {
      "candidate": "pair11_r128_mesh",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.001568834324913837,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.010550468013117324,
        0.007483189328039099
      ],
      "agreement_delta_pp_95ci": [
        -3.4722222222222223,
        1.6666666666666667
      ]
    },
    {
      "candidate": "pair11_r128_mesh",
      "reference": "pair11_bias",
      "kl_delta": -0.0013443035014546467,
      "agreement_delta_pp": 2.34375,
      "kl_delta_95ci": [
        -0.010278661705478141,
        0.006827408339515564
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        5.0
      ]
    },
    {
      "candidate": "pair11_r128_mesh",
      "reference": "pair11_skip",
      "kl_delta": -0.0023931208619956124,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.009581278892807018,
        0.005604146675544591
      ],
      "agreement_delta_pp_95ci": [
        -1.6666666666666667,
        3.3333333333333335
      ]
    },
    {
      "candidate": "pair11_r128_multiscale",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.0016816748137125082,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.009777007805632973,
        0.0067253801489603375
      ],
      "agreement_delta_pp_95ci": [
        -2.2058823529411766,
        2.2058823529411766
      ]
    },
    {
      "candidate": "pair11_r128_multiscale",
      "reference": "pair11_bias",
      "kl_delta": -0.0014571439902533179,
      "agreement_delta_pp": 3.125,
      "kl_delta_95ci": [
        -0.008408618761362584,
        0.0058563752461944975
      ],
      "agreement_delta_pp_95ci": [
        0.7352941176470589,
        6.25
      ]
    },
    {
      "candidate": "pair11_r128_multiscale",
      "reference": "pair11_skip",
      "kl_delta": -0.0025059613507942835,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.00977546829266496,
        0.005442373967963643
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        3.90625
      ]
    },
    {
      "candidate": "pair11_r512_linear",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.002262572114333672,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.01203786601123932,
        0.0077028884620307
      ],
      "agreement_delta_pp_95ci": [
        -3.125,
        1.7857142857142858
      ]
    },
    {
      "candidate": "pair11_r512_linear",
      "reference": "pair11_bias",
      "kl_delta": -0.0020380412908744816,
      "agreement_delta_pp": 2.34375,
      "kl_delta_95ci": [
        -0.009767154302629043,
        0.006222514569016391
      ],
      "agreement_delta_pp_95ci": [
        -0.78125,
        5.833333333333333
      ]
    },
    {
      "candidate": "pair11_r512_linear",
      "reference": "pair11_skip",
      "kl_delta": -0.0030868586514154472,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.009527841394837578,
        0.0044721940821203015
      ],
      "agreement_delta_pp_95ci": [
        -1.5625,
        3.5714285714285716
      ]
    },
    {
      "candidate": "pair11_r512_mesh",
      "reference": "pair11_original_mlx",
      "kl_delta": 0.006119626746899476,
      "agreement_delta_pp": -1.5625,
      "kl_delta_95ci": [
        -0.005952579186638918,
        0.022228508644289127
      ],
      "agreement_delta_pp_95ci": [
        -3.676470588235294,
        0.0
      ]
    },
    {
      "candidate": "pair11_r512_mesh",
      "reference": "pair11_bias",
      "kl_delta": 0.006344157570358666,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.004921280099267318,
        0.02161614757447471
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        4.166666666666667
      ]
    },
    {
      "candidate": "pair11_r512_mesh",
      "reference": "pair11_skip",
      "kl_delta": 0.0052953402098177005,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.005901344160578527,
        0.019682784764851944
      ],
      "agreement_delta_pp_95ci": [
        -3.125,
        3.125
      ]
    },
    {
      "candidate": "pair11_r512_multiscale",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.00042853251726171493,
      "agreement_delta_pp": -2.34375,
      "kl_delta_95ci": [
        -0.0061533944368108,
        0.006303904402339526
      ],
      "agreement_delta_pp_95ci": [
        -4.605263157894737,
        0.0
      ]
    },
    {
      "candidate": "pair11_r512_multiscale",
      "reference": "pair11_bias",
      "kl_delta": -0.00020400169380252464,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.007112852043687167,
        0.006689832147530326
      ],
      "agreement_delta_pp_95ci": [
        -1.5625,
        3.8461538461538463
      ]
    },
    {
      "candidate": "pair11_r512_multiscale",
      "reference": "pair11_skip",
      "kl_delta": -0.0012528190543434903,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.008532208344026255,
        0.007815849256027312
      ],
      "agreement_delta_pp_95ci": [
        -3.90625,
        2.6785714285714284
      ]
    },
    {
      "candidate": "pair11_r1024_linear",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.0029234053479021416,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.013788403873493138,
        0.007399771421283149
      ],
      "agreement_delta_pp_95ci": [
        -2.34375,
        0.0
      ]
    },
    {
      "candidate": "pair11_r1024_linear",
      "reference": "pair11_bias",
      "kl_delta": -0.0026988745244429513,
      "agreement_delta_pp": 2.34375,
      "kl_delta_95ci": [
        -0.009802214957668266,
        0.0053977444743817425
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        5.357142857142857
      ]
    },
    {
      "candidate": "pair11_r1024_linear",
      "reference": "pair11_skip",
      "kl_delta": -0.003747691884983917,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.010130681535319855,
        0.0040058317839400046
      ],
      "agreement_delta_pp_95ci": [
        -1.5625,
        3.5714285714285716
      ]
    },
    {
      "candidate": "pair11_r1024_mesh",
      "reference": "pair11_original_mlx",
      "kl_delta": 0.027544408118281183,
      "agreement_delta_pp": -5.46875,
      "kl_delta_95ci": [
        0.0073036327229708655,
        0.053149193888873514
      ],
      "agreement_delta_pp_95ci": [
        -9.166666666666666,
        -2.34375
      ]
    },
    {
      "candidate": "pair11_r1024_mesh",
      "reference": "pair11_bias",
      "kl_delta": 0.027768938941740373,
      "agreement_delta_pp": -2.34375,
      "kl_delta_95ci": [
        0.008313700772207827,
        0.052624289096277935
      ],
      "agreement_delta_pp_95ci": [
        -6.25,
        1.6666666666666667
      ]
    },
    {
      "candidate": "pair11_r1024_mesh",
      "reference": "pair11_skip",
      "kl_delta": 0.026720121581199408,
      "agreement_delta_pp": -3.90625,
      "kl_delta_95ci": [
        0.006205197069004285,
        0.052253012671816014
      ],
      "agreement_delta_pp_95ci": [
        -8.035714285714286,
        0.0
      ]
    },
    {
      "candidate": "pair11_r1024_multiscale",
      "reference": "pair11_original_mlx",
      "kl_delta": 0.012035713772377221,
      "agreement_delta_pp": -2.34375,
      "kl_delta_95ci": [
        0.0014806371052563825,
        0.02421932389206697
      ],
      "agreement_delta_pp_95ci": [
        -5.357142857142857,
        0.8333333333333334
      ]
    },
    {
      "candidate": "pair11_r1024_multiscale",
      "reference": "pair11_bias",
      "kl_delta": 0.012260244595836411,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        0.0024708286476137938,
        0.023956942602352902
      ],
      "agreement_delta_pp_95ci": [
        -2.5,
        4.464285714285714
      ]
    },
    {
      "candidate": "pair11_r1024_multiscale",
      "reference": "pair11_skip",
      "kl_delta": 0.011211427235295446,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.00062554556737499,
        0.02626182980470409
      ],
      "agreement_delta_pp_95ci": [
        -3.3333333333333335,
        1.7857142857142858
      ]
    },
    {
      "candidate": "pair15_r64_linear",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.0034939669109945726,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.008406447667088302,
        0.00027204672652861674
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        3.8461538461538463
      ]
    },
    {
      "candidate": "pair15_r64_linear",
      "reference": "pair15_bias",
      "kl_delta": -0.0018717976122601954,
      "agreement_delta_pp": 3.125,
      "kl_delta_95ci": [
        -0.00693704622373756,
        0.0024640240539073243
      ],
      "agreement_delta_pp_95ci": [
        -0.8928571428571429,
        7.8125
      ]
    },
    {
      "candidate": "pair15_r64_linear",
      "reference": "pair15_skip",
      "kl_delta": -0.009268459010037589,
      "agreement_delta_pp": 3.125,
      "kl_delta_95ci": [
        -0.01713946462246136,
        -0.0036474271026465184
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        7.03125
      ]
    },
    {
      "candidate": "pair15_r64_mesh",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.0015706006446976062,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.005492966316080787,
        0.001812207894625466
      ],
      "agreement_delta_pp_95ci": [
        -2.34375,
        2.0833333333333335
      ]
    },
    {
      "candidate": "pair15_r64_mesh",
      "reference": "pair15_bias",
      "kl_delta": 5.156865403677102e-05,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.004584980559328987,
        0.0035300475127879338
      ],
      "agreement_delta_pp_95ci": [
        -1.6666666666666667,
        5.470920138888877
      ]
    },
    {
      "candidate": "pair15_r64_mesh",
      "reference": "pair15_skip",
      "kl_delta": -0.007345092743740622,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.012464626065784613,
        -0.0031042908381377805
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        3.676470588235294
      ]
    },
    {
      "candidate": "pair15_r64_multiscale",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.001631923576390193,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.005684733410866321,
        0.0019354828426495605
      ],
      "agreement_delta_pp_95ci": [
        -1.7857142857142858,
        3.125
      ]
    },
    {
      "candidate": "pair15_r64_multiscale",
      "reference": "pair15_bias",
      "kl_delta": -9.754277655815713e-06,
      "agreement_delta_pp": 2.34375,
      "kl_delta_95ci": [
        -0.0054060594548480286,
        0.0040522173928742205
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        5.833333333333333
      ]
    },
    {
      "candidate": "pair15_r64_multiscale",
      "reference": "pair15_skip",
      "kl_delta": -0.007406415675433209,
      "agreement_delta_pp": 2.34375,
      "kl_delta_95ci": [
        -0.013094194126476059,
        -0.0027217612920725927
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        4.6073190789473575
      ]
    },
    {
      "candidate": "pair15_r512_linear",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.009726701773466573,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.01575568540413081,
        -0.004362095834275665
      ],
      "agreement_delta_pp_95ci": [
        -2.2058823529411766,
        2.2058823529411766
      ]
    },
    {
      "candidate": "pair15_r512_linear",
      "reference": "pair15_bias",
      "kl_delta": -0.008104532474732196,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.015378313947421323,
        -0.0011856153424374127
      ],
      "agreement_delta_pp_95ci": [
        -2.6315789473684212,
        6.618872549019601
      ]
    },
    {
      "candidate": "pair15_r512_linear",
      "reference": "pair15_skip",
      "kl_delta": -0.015501193872509589,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.02631023504248951,
        -0.006489402613392488
      ],
      "agreement_delta_pp_95ci": [
        -1.5625,
        5.769230769230769
      ]
    },
    {
      "candidate": "pair15_r512_mesh",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.008640640260487942,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.014717956553929518,
        -0.0026088593976599382
      ],
      "agreement_delta_pp_95ci": [
        -3.3333333333333335,
        3.9528508771929523
      ]
    },
    {
      "candidate": "pair15_r512_mesh",
      "reference": "pair15_bias",
      "kl_delta": -0.0070184709617535646,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.015040769182034381,
        0.0005371910943041966
      ],
      "agreement_delta_pp_95ci": [
        -2.9411764705882355,
        7.352941176470588
      ]
    },
    {
      "candidate": "pair15_r512_mesh",
      "reference": "pair15_skip",
      "kl_delta": -0.014415132359530958,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.024785642013876934,
        -0.005089642220813772
      ],
      "agreement_delta_pp_95ci": [
        -1.6666666666666667,
        5.46875
      ]
    },
    {
      "candidate": "pair15_r512_multiscale",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.007016073626608943,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.011457874093873548,
        -0.003304692950345154
      ],
      "agreement_delta_pp_95ci": [
        -1.7857142857142858,
        4.861111111111111
      ]
    },
    {
      "candidate": "pair15_r512_multiscale",
      "reference": "pair15_bias",
      "kl_delta": -0.005393904327874566,
      "agreement_delta_pp": 3.125,
      "kl_delta_95ci": [
        -0.010615735740899013,
        -0.0008805694913124996
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        8.088235294117647
      ]
    },
    {
      "candidate": "pair15_r512_multiscale",
      "reference": "pair15_skip",
      "kl_delta": -0.012790565725651959,
      "agreement_delta_pp": 3.125,
      "kl_delta_95ci": [
        -0.020689933607216063,
        -0.006281490924692059
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        6.25
      ]
    },
    {
      "candidate": "pair15_r1024_linear",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.01088009856494665,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.016893111395813672,
        -0.005685507744724949
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        0.0
      ]
    },
    {
      "candidate": "pair15_r1024_linear",
      "reference": "pair15_bias",
      "kl_delta": -0.009257929266212273,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.01642912963137352,
        -0.002477249607849013
      ],
      "agreement_delta_pp_95ci": [
        -1.6666666666666667,
        5.560897435897407
      ]
    },
    {
      "candidate": "pair15_r1024_linear",
      "reference": "pair15_skip",
      "kl_delta": -0.016654590663989666,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.02753186594395182,
        -0.007655262018106624
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        5.0
      ]
    },
    {
      "candidate": "pair15_r1024_mesh",
      "reference": "pair15_original_mlx",
      "kl_delta": 0.013585062713438845,
      "agreement_delta_pp": -1.5625,
      "kl_delta_95ci": [
        0.005009337367129163,
        0.02333200847189885
      ],
      "agreement_delta_pp_95ci": [
        -5.833333333333333,
        2.6785714285714284
      ]
    },
    {
      "candidate": "pair15_r1024_mesh",
      "reference": "pair15_bias",
      "kl_delta": 0.015207232012173222,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        0.00691341816852912,
        0.025886281187684698
      ],
      "agreement_delta_pp_95ci": [
        -3.676470588235294,
        4.8076923076923075
      ]
    },
    {
      "candidate": "pair15_r1024_mesh",
      "reference": "pair15_skip",
      "kl_delta": 0.007810570614395829,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.0034254636537420467,
        0.019945314574265786
      ],
      "agreement_delta_pp_95ci": [
        -2.7777777777777777,
        3.3333333333333335
      ]
    },
    {
      "candidate": "pair15_r1024_multiscale",
      "reference": "pair15_original_mlx",
      "kl_delta": 0.006671675283428158,
      "agreement_delta_pp": -1.5625,
      "kl_delta_95ci": [
        -0.0016246903203286018,
        0.017721538465622973
      ],
      "agreement_delta_pp_95ci": [
        -5.833333333333333,
        2.5
      ]
    },
    {
      "candidate": "pair15_r1024_multiscale",
      "reference": "pair15_bias",
      "kl_delta": 0.008293844582162535,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.0022043287801313313,
        0.022800301705282012
      ],
      "agreement_delta_pp_95ci": [
        -3.125,
        4.166666666666667
      ]
    },
    {
      "candidate": "pair15_r1024_multiscale",
      "reference": "pair15_skip",
      "kl_delta": 0.0008971831843851419,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.008938569419800632,
        0.014875229306153398
      ],
      "agreement_delta_pp_95ci": [
        -3.125,
        3.125
      ]
    },
    {
      "candidate": "pair11_original_oracle",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.0054563454032035,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.01445510525646514,
        0.0017760786191923599
      ],
      "agreement_delta_pp_95ci": [
        -3.6807126696832575,
        1.5625
      ]
    },
    {
      "candidate": "pair11_original_oracle",
      "reference": "pair11_bias",
      "kl_delta": -0.005231814579744309,
      "agreement_delta_pp": 2.34375,
      "kl_delta_95ci": [
        -0.012399163088555992,
        0.000812700849086181
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        4.6875
      ]
    },
    {
      "candidate": "pair11_original_oracle",
      "reference": "pair11_skip",
      "kl_delta": -0.006280631940285275,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.0107986528919883,
        -0.0013575291186952872
      ],
      "agreement_delta_pp_95ci": [
        -2.6785714285714284,
        4.166666666666667
      ]
    },
    {
      "candidate": "pair11_r1024_oracle",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.017955089755893994,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.03097696835895822,
        -0.007905466618897966
      ],
      "agreement_delta_pp_95ci": [
        -3.3333333333333335,
        1.6666666666666667
      ]
    },
    {
      "candidate": "pair11_r1024_oracle",
      "reference": "pair11_bias",
      "kl_delta": -0.017730558932434803,
      "agreement_delta_pp": 2.34375,
      "kl_delta_95ci": [
        -0.027764838843875213,
        -0.010118740293530791
      ],
      "agreement_delta_pp_95ci": [
        -1.5625,
        6.25
      ]
    },
    {
      "candidate": "pair11_r1024_oracle",
      "reference": "pair11_skip",
      "kl_delta": -0.01877937629297577,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.02669661840171734,
        -0.013021945342650975
      ],
      "agreement_delta_pp_95ci": [
        -2.3446800595238093,
        4.166666666666667
      ]
    },
    {
      "candidate": "pair11_original_mesh",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.0005980899273296814,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.0018833398290736697,
        0.0003490503339706322
      ],
      "agreement_delta_pp_95ci": [
        -2.6785714285714284,
        0.0
      ]
    },
    {
      "candidate": "pair11_original_mesh",
      "reference": "pair11_bias",
      "kl_delta": -0.00037355910387049107,
      "agreement_delta_pp": 2.34375,
      "kl_delta_95ci": [
        -0.0049915450062838675,
        0.005412922538587814
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        5.0
      ]
    },
    {
      "candidate": "pair11_original_mesh",
      "reference": "pair11_skip",
      "kl_delta": -0.0014223764644114567,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.008428048261582432,
        0.009011294326262487
      ],
      "agreement_delta_pp_95ci": [
        -2.6785714285714284,
        4.166666666666667
      ]
    },
    {
      "candidate": "pair11_bias",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.0002245308234591903,
      "agreement_delta_pp": -3.125,
      "kl_delta_95ci": [
        -0.0073020954064158365,
        0.005102117862270602
      ],
      "agreement_delta_pp_95ci": [
        -6.25,
        -0.6944444444444444
      ]
    },
    {
      "candidate": "pair11_bias",
      "reference": "pair11_bias",
      "kl_delta": 0.0,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        0.0,
        0.0
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        0.0
      ]
    },
    {
      "candidate": "pair11_bias",
      "reference": "pair11_skip",
      "kl_delta": -0.0010488173605409656,
      "agreement_delta_pp": -1.5625,
      "kl_delta_95ci": [
        -0.006610055517444024,
        0.007221934614101549
      ],
      "agreement_delta_pp_95ci": [
        -5.357142857142857,
        2.2058823529411766
      ]
    },
    {
      "candidate": "pair11_skip",
      "reference": "pair11_original_mlx",
      "kl_delta": 0.0008242865370817754,
      "agreement_delta_pp": -1.5625,
      "kl_delta_95ci": [
        -0.01068153457729559,
        0.008232466154693915
      ],
      "agreement_delta_pp_95ci": [
        -4.6875,
        1.3888888888888888
      ]
    },
    {
      "candidate": "pair11_skip",
      "reference": "pair11_bias",
      "kl_delta": 0.0010488173605409656,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.00722193461410155,
        0.006610055517444019
      ],
      "agreement_delta_pp_95ci": [
        -2.2058823529411766,
        5.357142857142857
      ]
    },
    {
      "candidate": "pair11_skip",
      "reference": "pair11_skip",
      "kl_delta": 0.0,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        0.0,
        0.0
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        0.0
      ]
    },
    {
      "candidate": "pair15_original_oracle",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.00788672395811929,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.01226564534177389,
        -0.0037619196177539837
      ],
      "agreement_delta_pp_95ci": [
        -2.209329044117647,
        2.0833333333333335
      ]
    },
    {
      "candidate": "pair15_original_oracle",
      "reference": "pair15_bias",
      "kl_delta": -0.006264554659384913,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.011775231641028902,
        -0.0006966052244069678
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        3.676470588235294
      ]
    },
    {
      "candidate": "pair15_original_oracle",
      "reference": "pair15_skip",
      "kl_delta": -0.013661216057162306,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.021538669894244578,
        -0.007509291192223407
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        3.676470588235294
      ]
    },
    {
      "candidate": "pair15_r1024_oracle",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.02445259005398448,
      "agreement_delta_pp": 3.125,
      "kl_delta_95ci": [
        -0.034936016807197816,
        -0.015775789236875684
      ],
      "agreement_delta_pp_95ci": [
        0.693530701754386,
        6.25
      ]
    },
    {
      "candidate": "pair15_r1024_oracle",
      "reference": "pair15_bias",
      "kl_delta": -0.022830420755250103,
      "agreement_delta_pp": 4.6875,
      "kl_delta_95ci": [
        -0.03356169914259519,
        -0.013217930744694639
      ],
      "agreement_delta_pp_95ci": [
        0.8928571428571429,
        8.928571428571429
      ]
    },
    {
      "candidate": "pair15_r1024_oracle",
      "reference": "pair15_skip",
      "kl_delta": -0.030227082153027496,
      "agreement_delta_pp": 4.6875,
      "kl_delta_95ci": [
        -0.04503927204506171,
        -0.018445304608620202
      ],
      "agreement_delta_pp_95ci": [
        0.9598214285714287,
        8.928571428571429
      ]
    },
    {
      "candidate": "pair15_original_mesh",
      "reference": "pair15_original_mlx",
      "kl_delta": 0.000571576226928272,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        0.00023145074855645357,
        0.0009488032108336949
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        0.0
      ]
    },
    {
      "candidate": "pair15_original_mesh",
      "reference": "pair15_bias",
      "kl_delta": 0.0021937455256626492,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.0013446566366708673,
        0.006266292601547245
      ],
      "agreement_delta_pp_95ci": [
        -1.6666666666666667,
        5.560897435897407
      ]
    },
    {
      "candidate": "pair15_original_mesh",
      "reference": "pair15_skip",
      "kl_delta": -0.005202915872114744,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.01115296959101072,
        0.0004577443578204969
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        5.0
      ]
    },
    {
      "candidate": "pair15_bias",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.0016221692987343772,
      "agreement_delta_pp": -1.5625,
      "kl_delta_95ci": [
        -0.00569563391124238,
        0.0018011001385493178
      ],
      "agreement_delta_pp_95ci": [
        -5.560897435897435,
        1.6666666666666667
      ]
    },
    {
      "candidate": "pair15_bias",
      "reference": "pair15_bias",
      "kl_delta": 0.0,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        0.0,
        0.0
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        0.0
      ]
    },
    {
      "candidate": "pair15_bias",
      "reference": "pair15_skip",
      "kl_delta": -0.007396661397777393,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.013856340560920659,
        -0.0021817755947058926
      ],
      "agreement_delta_pp_95ci": [
        -2.2058823529411766,
        2.2058823529411766
      ]
    },
    {
      "candidate": "pair15_skip",
      "reference": "pair15_original_mlx",
      "kl_delta": 0.005774492099043016,
      "agreement_delta_pp": -1.5625,
      "kl_delta_95ci": [
        0.00011350596084643679,
        0.011838204666926597
      ],
      "agreement_delta_pp_95ci": [
        -5.0,
        0.0
      ]
    },
    {
      "candidate": "pair15_skip",
      "reference": "pair15_bias",
      "kl_delta": 0.007396661397777393,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        0.0021817755947058886,
        0.013856340560920657
      ],
      "agreement_delta_pp_95ci": [
        -2.2058823529411766,
        2.2058823529411766
      ]
    },
    {
      "candidate": "pair15_skip",
      "reference": "pair15_skip",
      "kl_delta": 0.0,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        0.0,
        0.0
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        0.0
      ]
    },
    {
      "candidate": "pair11_original_mlx",
      "reference": "pair11_original_mlx",
      "kl_delta": 0.0,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        0.0,
        0.0
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        0.0
      ]
    },
    {
      "candidate": "pair11_original_mlx",
      "reference": "pair11_bias",
      "kl_delta": 0.0002245308234591903,
      "agreement_delta_pp": 3.125,
      "kl_delta_95ci": [
        -0.005102117862270603,
        0.007302095406415834
      ],
      "agreement_delta_pp_95ci": [
        0.6944444444444444,
        6.25
      ]
    },
    {
      "candidate": "pair11_original_mlx",
      "reference": "pair11_skip",
      "kl_delta": -0.0008242865370817754,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.008232466154693915,
        0.010681534577295577
      ],
      "agreement_delta_pp_95ci": [
        -1.3888888888888888,
        4.6875
      ]
    },
    {
      "candidate": "pair15_original_mlx",
      "reference": "pair15_original_mlx",
      "kl_delta": 0.0,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        0.0,
        0.0
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        0.0
      ]
    },
    {
      "candidate": "pair15_original_mlx",
      "reference": "pair15_bias",
      "kl_delta": 0.0016221692987343772,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.001801100138549321,
        0.005695633911242379
      ],
      "agreement_delta_pp_95ci": [
        -1.6666666666666667,
        5.560897435897407
      ]
    },
    {
      "candidate": "pair15_original_mlx",
      "reference": "pair15_skip",
      "kl_delta": -0.005774492099043016,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.011838204666926597,
        -0.000113505960846437
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        5.0
      ]
    },
    {
      "candidate": "pair11_r512_mesh_ridge800",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.0025277598453739003,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.01154716836371416,
        0.005910104677980688
      ],
      "agreement_delta_pp_95ci": [
        -3.4722222222222223,
        1.6666666666666667
      ]
    },
    {
      "candidate": "pair11_r512_mesh_ridge800",
      "reference": "pair11_bias",
      "kl_delta": -0.00230322902191471,
      "agreement_delta_pp": 2.34375,
      "kl_delta_95ci": [
        -0.009257180964693013,
        0.0046351727834658555
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        5.0
      ]
    },
    {
      "candidate": "pair11_r512_mesh_ridge800",
      "reference": "pair11_skip",
      "kl_delta": -0.0033520463824556757,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.00914071761229526,
        0.002928875030713008
      ],
      "agreement_delta_pp_95ci": [
        -1.6666666666666667,
        3.3333333333333335
      ]
    },
    {
      "candidate": "pair11_r512_multiscale_ridge800",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.0036336942703008024,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.011246430699283133,
        0.0028193796080042233
      ],
      "agreement_delta_pp_95ci": [
        -3.4722222222222223,
        1.6666666666666667
      ]
    },
    {
      "candidate": "pair11_r512_multiscale_ridge800",
      "reference": "pair11_bias",
      "kl_delta": -0.003409163446841612,
      "agreement_delta_pp": 2.34375,
      "kl_delta_95ci": [
        -0.008746341023032832,
        0.001348253158404313
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        5.0
      ]
    },
    {
      "candidate": "pair11_r512_multiscale_ridge800",
      "reference": "pair11_skip",
      "kl_delta": -0.004457980807382578,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.010108492195434029,
        0.0017300934904761352
      ],
      "agreement_delta_pp_95ci": [
        -1.6666666666666667,
        3.3333333333333335
      ]
    },
    {
      "candidate": "pair11_r1024_mesh_ridge8000",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.007011867142241002,
      "agreement_delta_pp": -1.5625,
      "kl_delta_95ci": [
        -0.013241906369490155,
        -0.002622162904279143
      ],
      "agreement_delta_pp_95ci": [
        -3.676470588235294,
        0.0
      ]
    },
    {
      "candidate": "pair11_r1024_mesh_ridge8000",
      "reference": "pair11_bias",
      "kl_delta": -0.006787336318781811,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.01124420069081296,
        -0.0038347432695620023
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        4.166666666666667
      ]
    },
    {
      "candidate": "pair11_r1024_mesh_ridge8000",
      "reference": "pair11_skip",
      "kl_delta": -0.007836153679322777,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.013231295431217031,
        -0.0011471566618306787
      ],
      "agreement_delta_pp_95ci": [
        -3.125,
        3.125
      ]
    },
    {
      "candidate": "pair11_r1024_multiscale_ridge8000",
      "reference": "pair11_original_mlx",
      "kl_delta": -0.006435534742120552,
      "agreement_delta_pp": -1.5625,
      "kl_delta_95ci": [
        -0.015448034330062439,
        -0.00015512474493135673
      ],
      "agreement_delta_pp_95ci": [
        -3.676470588235294,
        0.0
      ]
    },
    {
      "candidate": "pair11_r1024_multiscale_ridge8000",
      "reference": "pair11_bias",
      "kl_delta": -0.006211003918661362,
      "agreement_delta_pp": 1.5625,
      "kl_delta_95ci": [
        -0.011108938503403136,
        -0.002315532460789635
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        4.166666666666667
      ]
    },
    {
      "candidate": "pair11_r1024_multiscale_ridge8000",
      "reference": "pair11_skip",
      "kl_delta": -0.0072598212792023276,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.011865164303855664,
        -0.002438823971142363
      ],
      "agreement_delta_pp_95ci": [
        -3.125,
        3.125
      ]
    },
    {
      "candidate": "pair15_r512_mesh_ridge8000",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.008631616373229178,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.013323012334606865,
        -0.004622058713905616
      ],
      "agreement_delta_pp_95ci": [
        -3.3333333333333335,
        1.6666666666666667
      ]
    },
    {
      "candidate": "pair15_r512_mesh_ridge8000",
      "reference": "pair15_bias",
      "kl_delta": -0.007009447074494801,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.012042805863222459,
        -0.0023753927874885505
      ],
      "agreement_delta_pp_95ci": [
        -2.9411764705882355,
        5.147058823529412
      ]
    },
    {
      "candidate": "pair15_r512_mesh_ridge8000",
      "reference": "pair15_skip",
      "kl_delta": -0.014406108472272194,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.023718263014180962,
        -0.006756012786475068
      ],
      "agreement_delta_pp_95ci": [
        -1.6666666666666667,
        3.4722222222222223
      ]
    },
    {
      "candidate": "pair15_r512_multiscale_ridge800",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.010523466374841917,
      "agreement_delta_pp": -1.5625,
      "kl_delta_95ci": [
        -0.015682017961519877,
        -0.005670752684043019
      ],
      "agreement_delta_pp_95ci": [
        -3.5714285714285716,
        0.0
      ]
    },
    {
      "candidate": "pair15_r512_multiscale_ridge800",
      "reference": "pair15_bias",
      "kl_delta": -0.00890129707610754,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.014907265568839295,
        -0.003005093622937018
      ],
      "agreement_delta_pp_95ci": [
        -2.9411764705882355,
        2.942051820728287
      ]
    },
    {
      "candidate": "pair15_r512_multiscale_ridge800",
      "reference": "pair15_skip",
      "kl_delta": -0.016297958473884933,
      "agreement_delta_pp": 0.0,
      "kl_delta_95ci": [
        -0.026218731350744328,
        -0.007989464597166993
      ],
      "agreement_delta_pp_95ci": [
        -1.976425438596491,
        2.3476562499999787
      ]
    },
    {
      "candidate": "pair15_r1024_mesh_ridge8000",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.007764694547283568,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.011643955309472176,
        -0.004387424605118447
      ],
      "agreement_delta_pp_95ci": [
        -2.5,
        0.0
      ]
    },
    {
      "candidate": "pair15_r1024_mesh_ridge8000",
      "reference": "pair15_bias",
      "kl_delta": -0.006142525248549191,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.009934996575677544,
        -0.002462695810167274
      ],
      "agreement_delta_pp_95ci": [
        -1.6666666666666667,
        3.4722222222222223
      ]
    },
    {
      "candidate": "pair15_r1024_mesh_ridge8000",
      "reference": "pair15_skip",
      "kl_delta": -0.013539186646326584,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.021853020929923337,
        -0.006972981017127543
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        2.5
      ]
    },
    {
      "candidate": "pair15_r1024_multiscale_ridge8000",
      "reference": "pair15_original_mlx",
      "kl_delta": -0.008881542968531164,
      "agreement_delta_pp": -0.78125,
      "kl_delta_95ci": [
        -0.013939896416713896,
        -0.004487072938740122
      ],
      "agreement_delta_pp_95ci": [
        -2.5,
        0.0
      ]
    },
    {
      "candidate": "pair15_r1024_multiscale_ridge8000",
      "reference": "pair15_bias",
      "kl_delta": -0.007259373669796787,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.013085517489724908,
        -0.002067506464745098
      ],
      "agreement_delta_pp_95ci": [
        -1.6666666666666667,
        3.4722222222222223
      ]
    },
    {
      "candidate": "pair15_r1024_multiscale_ridge8000",
      "reference": "pair15_skip",
      "kl_delta": -0.01465603506757418,
      "agreement_delta_pp": 0.78125,
      "kl_delta_95ci": [
        -0.02400855424043716,
        -0.006643012619094946
      ],
      "agreement_delta_pp_95ci": [
        0.0,
        2.5
      ]
    }
  ],
  "validation": {
    "passages": 16,
    "articles": 12,
    "context_length": 32,
    "scored_positions": 128,
    "selection_set": true,
    "uncertainty": "2000 whole-article bootstrap resamples,seed9816. Descriptive intervals on repeatedly used validation; no selection/multiple-comparison correction."
  },
  "arithmetic_controls": [
    {
      "pair": 11,
      "max_difference_to_fp64": 1.52587890625e-05,
      "prior_mlx_result_reproduced": true
    },
    {
      "pair": 15,
      "max_difference_to_fp64": 1.52587890625e-05,
      "prior_mlx_result_reproduced": true
    }
  ],
  "audit": {
    "fitted_artifacts_replayed": 42,
    "prediction_replay_max_error": 0.0,
    "causal_prefix_max_error": 0.0,
    "native_case_executions": 50,
    "distinct_native_cases": 40,
    "identical_repeat_cases": 10,
    "native_controls_exact": true,
    "native_checkpoint_files_verified": 13,
    "original_mlx_baselines_reproduced": true
  },
  "caveats": [
    "Previous held-out passages used only for post-hoc endpoint diagnosis, not new independent confirmation.",
    "Output tests replace one pair at a time;62otherblocks andfinalnorm/head remain native, prefix states supplied fromnative reference.",
    "42fitted artifacts use floating arithmetic. No new HDC integer compilation, runtime payload or speed measurement.",
    "Wider nonlinear fits at ridge10 overfit; follow-up selects regularization by validation endpoint MSE.",
    "Original geometry control uses FP64 arithmetic; separate MLX FP32 controls reproduce earlier validation scores.",
    "All64frozen experiment unchanged."
  ],
  "artifact_sha256": {
    "PROTOCOL.json": "25ab281cdcefd9ed743ffe48deba5d6fe2e32d4172a6ad3be72beceb0288dde7",
    "capacity/PROTOCOL.json": "7d5a3729ec7d946385fa232a20dae8ea9ad13df9acb1d527c52a3c25f5a316d9",
    "predictors/PROTOCOL.json": "b659b2dd714ab56339d05ffa4032002b73e3da3c7c17443bcdc7d08894eb054c",
    "oracles/FROZEN.json": "f2802c0866a746bc80259d978517b3bc64dd1edda1f8f7de029c6fa39bc2df04",
    "regularization/PROTOCOL.json": "48fca96083c03d1c56092311eeea2561af9e1420b7a1a59a9f38b9eca57fabc1",
    "mlx_controls/FROZEN.json": "3aadc80fef366c751fbdf436585412fedba1be1292143d1cbfbc47e7d27c766a",
    "native_validation/PROTOCOL.json": "fb1308afda571a5ac0e99ad523fc8ced943f0bbb58b03c9322534aca73788286",
    "regularized_validation/PROTOCOL.json": "1ad4662b219780f878d62ec202b896f28dc46c1ae2b09a48ee93db239647b0bb",
    "DECOMPOSITION_COMPLETE.json": "123d9d178f9a515bcd8658c286686dc639ece865363d7906fac83e1238ec4d60",
    "capacity/COMPLETE.json": "d1281ffb798deab7063df22fafbee0e96c793135251c00f3102700cf9798f2bf",
    "predictors/FROZEN.json": "cf652ec07b7ee8eeb190c31b90763cc6aec702ba7ce18c38d377eb353e101a58",
    "regularization/FROZEN.json": "d3d65ab5a072146125ad877734428875789748384202e086bf748591749fba2e",
    "native_validation/COMPLETE.json": "6d18fccd9e3cd514a34651a4d844d06755cf52dad373b4efba923e0809d2f8b7",
    "regularized_validation/COMPLETE.json": "2d32305a34d8ba0b6f33ce8c7a3a0bb348e4ae45672122e1921cce42163eea47"
  },
  "sources": {
    "fusion_subspace_diagnostic.py": "cfcc2a2cf92d5aca616f61a2056d66ce20ca21b7ef1c775151a9a8a5d6df9a5d",
    "fusion_capacity_diagnostic.py": "5403f99f6d3e6f66e0a7a2c5286243ad616e5aa61006735a33488180d299ead7",
    "fusion_predictor_diagnostic.py": "0dde93ed0f22e656307ea91170f9b029f94f42516b65ea5055ba171b54eb27a7",
    "fusion_oracle_prepare.py": "0de7cc1b1af353d0ba2cfc2b9a1304fa4f37722999e1897411b029c9b1f8d9b0",
    "fusion_regularization_diagnostic.py": "3f75f4c589e4a86a2d1093c30b55cfa00e58c3f7d7ab6ebdba98862005cafadb",
    "fusion_mlx_controls.py": "d00d7158eecb9e3243c42bd34e40f6ae891fb58dbde6d99a6e3fdceb07d423b3",
    "fusion_diagnostic_outputs.py": "5fa1391b0d6f14c5a470c4fd7e0a95e6e9b62751c7c343d86c807eff92483889",
    "fusion_regularized_outputs.py": "8313a9a014736ec4d8b85f19e210f43bc23e3def45e17b499dc08e66b53e149a",
    "fusion_diagnostic_report.py": "2eb9b5faa0d29c372d599475f0ecc1b19b5e42ce51843ec73b2523e5528b9f39",
    "test_fusion_subspace.py": "f110740ca5337cb72b46a03f65966ce367f04180355764b501f87d4ee94b8ce8"
  },
  "native_checkpoint_receipt_sha256": "85cc84740973564a7aba7076ac835d5b23d0070811bce5c9da0517c35d60cc9e",
  "verified_report_sha256": "6120bea4e6a9ae2dbe706147cfd724e517f015f2efb11530f24ff201896caa59"
}
