{
  "training_samples": 30547,
  "validation_samples": 4261,
  "paired_test_samples": 3782,
  "batch_size": 128,
  "vocabulary_scope": "all",
  "paired_weighting": "writer_label_balanced",
  "preprocess_workers": 2,
  "paired_feature_caches": {
    "training": {
      "feature_cache": "hit",
      "cache_key": "e811a2cfb9871e990f8718aa90712682b0e64e5af2175df95ce376db28038db0"
    },
    "validation": {
      "feature_cache": "hit",
      "cache_key": "b98e59caaacf15025b4f73d5044002b042b5323b7d9a670ff5e8ac8fae409f7b"
    },
    "paired_test": {
      "feature_cache": "hit",
      "cache_key": "26bee2f320c6f0a7eca3c6ca1c9c71dd0cbe89cfaee8d8c415af74ae84c0d879"
    }
  },
  "paired_split_metadata_cache": "hit",
  "component_balanced": true,
  "training_components": {
    "paired": {
      "samples": 30547,
      "weight_mass": 30547.0078125
    }
  },
  "paired_label_coverage": {
    "training": 378,
    "validation": 216,
    "paired_test": 150
  },
  "paired_test_split": "source-specific writer-disjoint contracts",
  "paired_sources": [
    "hwrt",
    "uci-uji-pen-v1",
    "uci-uji-pen-v2"
  ],
  "paired_source_contracts": {
    "hwrt": "HWRT official test 제외, official train 내부 writer hash 70/20/10",
    "uci-uji-pen-v1": "AIFlow project 8/1/2 writer split; official task는 11-fold LOOW",
    "uci-uji-pen-v2": "official writer-independent test, official train writer-hash validation"
  },
  "paired_source_counts": {
    "hwrt": {
      "training": 25355,
      "validation": 2337,
      "paired_test": 534,
      "labels": 369,
      "writers": 292
    },
    "uci-uji-pen-v1": {
      "training": 992,
      "validation": 124,
      "paired_test": 248,
      "labels": 62,
      "writers": 11
    },
    "uci-uji-pen-v2": {
      "training": 4200,
      "validation": 1800,
      "paired_test": 3000,
      "labels": 75,
      "writers": 60
    }
  },
  "official_hwrt_test_excluded": 9124,
  "writer_split_overlap": 0,
  "baseline": {
    "validation": {
      "samples": 4261,
      "top1": 0.4665571462098099,
      "top5": 0.7969960103262145,
      "family_top1": 0.4092935930532739,
      "family_top5": 0.8404130485801455,
      "macro_f1": 0.2497969371682927,
      "label_coverage": 216,
      "writer_count": 71,
      "writer_floor": 0.0,
      "writer_p10": 0.0,
      "writer_eligible_count": 24,
      "writer_eligible_floor": 0.11363636363636363
    },
    "paired_test": {
      "samples": 3782,
      "top1": 0.4923320994182972,
      "top5": 0.8291909042834479,
      "family_top1": 0.4650978318350079,
      "family_top5": 0.8929138022210471,
      "macro_f1": 0.3096506144443211,
      "label_coverage": 150,
      "writer_count": 50,
      "writer_floor": 0.0,
      "writer_p10": 0.0,
      "writer_eligible_count": 31,
      "writer_eligible_floor": 0.21428571428571427
    },
    "optdigits_test": {
      "samples": 200,
      "top1": 0.935,
      "top5": 1.0,
      "family_top1": 0.93,
      "family_top5": 0.995,
      "macro_f1": 0.9348396111369824,
      "label_coverage": 10
    },
    "raster_cycle_validation": {
      "samples": 370,
      "top1": 0.9486486486486486,
      "top5": 1.0,
      "family_top1": 0.9459459459459459,
      "family_top5": 1.0,
      "macro_f1": 0.9484370520390707,
      "label_coverage": 10
    },
    "semeion_cycle_validation": {
      "samples": 158,
      "top1": 0.9493670886075949,
      "top5": 0.9936708860759493,
      "family_top1": 0.9430379746835443,
      "family_top5": 1.0,
      "macro_f1": 0.9547930431534436,
      "label_coverage": 10
    },
    "greek_cycle_validation": {
      "samples": 1540,
      "top1": 0.9344155844155844,
      "top5": 0.9896103896103896,
      "family_top1": 0.925974025974026,
      "family_top5": 0.9902597402597403,
      "macro_f1": 0.934675482102983,
      "label_coverage": 22
    }
  },
  "selected_epoch": 10,
  "pseudo_samples": 0,
  "pseudo_weight": 0.0,
  "raster_cycle_weight": 0.33,
  "semeion_cycle_weight": 0.33,
  "greek_cycle_weight": 0.34,
  "hasyv2_greek_cycle_weight": 0.0,
  "adapter_architecture": "dual_tcn_v3",
  "family_loss_weight": 0.3,
  "family_fusion_weight": 0.15,
  "hard_negative_weight": 0.0,
  "hard_negative_margin": 0.5,
  "train_raster_adapter_only": false,
  "train_online_adapter_only": true,
  "ambiguous_exact_loss_weight": 0.25,
  "relative_case_bases": [
    "c",
    "o",
    "s",
    "u",
    "v",
    "w",
    "x",
    "z"
  ],
  "shape_exact_case_bases": [
    "a",
    "b",
    "d",
    "e",
    "f",
    "g",
    "h",
    "i",
    "j",
    "k",
    "l",
    "m",
    "n",
    "p",
    "q",
    "r",
    "t",
    "y"
  ],
  "component_regression_tolerance": 0.01,
  "train_shared_encoder": false,
  "shared_learning_rate": 0.0001,
  "shared_warmup_epochs": 0,
  "online_augmentation_strength": 0.0,
  "raster_cycle_splits": {
    "uci-optdigits": {
      "training": 1500,
      "validation": 370,
      "origin_overlap": 0,
      "label_coverage": 10,
      "training_label_coverage": 10,
      "validation_label_coverage": 10,
      "source_sha256": "7827d4039008db166f9992cf26781c8c6478449466be75152dd2e5e53e9f2f91",
      "feature_cache": "hit"
    },
    "uci-semeion-digits": {
      "training": 500,
      "validation": 158,
      "origin_overlap": 0,
      "label_coverage": 10,
      "source_sha256": "35396cbfb7c78cee23c7ce2b90919ba992994eddd7d7b67b55852437b2eb26d0",
      "feature_cache": "hit"
    },
    "zenodo-greek-alphabets-14554030": {
      "training": 1320,
      "validation": 1540,
      "origin_overlap": 0,
      "label_coverage": 22,
      "source_sha256": "31f9633108b6304b7af988b24aafaf68ab666e05baedab4059e1154527192e39",
      "feature_cache": "hit"
    }
  },
  "writer_selection_floor": 0.4365571462098099,
  "selection_macro_f1_min": 0.0,
  "selection_writer_floor_min": 0.0,
  "selected_validation": {
    "samples": 4261,
    "top1": 0.8699835719314715,
    "top5": 0.9948368927481812,
    "family_top1": 0.9375733395916451,
    "family_top5": 0.9953062661347102,
    "macro_f1": 0.7934310956120997,
    "label_coverage": 216,
    "writer_count": 71,
    "writer_floor": 0.0,
    "writer_p10": 0.5,
    "writer_eligible_count": 24,
    "writer_eligible_floor": 0.6774193548387096
  },
  "selected_raster_cycle_validations": {
    "raster_cycle_validation": {
      "samples": 370,
      "top1": 0.9486486486486486,
      "top5": 1.0,
      "family_top1": 0.9459459459459459,
      "family_top5": 1.0,
      "macro_f1": 0.9484370520390707,
      "label_coverage": 10
    },
    "semeion_cycle_validation": {
      "samples": 158,
      "top1": 0.9493670886075949,
      "top5": 0.9936708860759493,
      "family_top1": 0.9430379746835443,
      "family_top5": 1.0,
      "macro_f1": 0.9547930431534436,
      "label_coverage": 10
    },
    "greek_cycle_validation": {
      "samples": 1540,
      "top1": 0.9344155844155844,
      "top5": 0.9896103896103896,
      "family_top1": 0.925974025974026,
      "family_top5": 0.9902597402597403,
      "macro_f1": 0.934675482102983,
      "label_coverage": 22
    }
  },
  "selection_key": [
    1.0,
    0.8699835719314715,
    0.9896103896103896,
    0.9010491996061943,
    0.8699835719314715,
    0.7934310956120997,
    0.5
  ],
  "official_test_used_for_selection": false,
  "final": {
    "validation": {
      "samples": 4261,
      "top1": 0.8699835719314715,
      "top5": 0.9948368927481812,
      "family_top1": 0.9375733395916451,
      "family_top5": 0.9953062661347102,
      "macro_f1": 0.7934310956120997,
      "label_coverage": 216,
      "writer_count": 71,
      "writer_floor": 0.0,
      "writer_p10": 0.5,
      "writer_eligible_count": 24,
      "writer_eligible_floor": 0.6774193548387096
    },
    "paired_test": {
      "samples": 3782,
      "top1": 0.8299841353781068,
      "top5": 0.9775251189846642,
      "family_top1": 0.9138022210470651,
      "family_top5": 0.98783712321523,
      "macro_f1": 0.8034195802638953,
      "label_coverage": 150,
      "writer_count": 50,
      "writer_floor": 0.66,
      "writer_p10": 0.7333333333333333,
      "writer_eligible_count": 31,
      "writer_eligible_floor": 0.66
    },
    "optdigits_test": {
      "samples": 200,
      "top1": 0.935,
      "top5": 1.0,
      "family_top1": 0.93,
      "family_top5": 0.995,
      "macro_f1": 0.9348396111369824,
      "label_coverage": 10
    },
    "raster_cycle_validation": {
      "samples": 370,
      "top1": 0.9486486486486486,
      "top5": 1.0,
      "family_top1": 0.9459459459459459,
      "family_top5": 1.0,
      "macro_f1": 0.9484370520390707,
      "label_coverage": 10
    },
    "semeion_cycle_validation": {
      "samples": 158,
      "top1": 0.9493670886075949,
      "top5": 0.9936708860759493,
      "family_top1": 0.9430379746835443,
      "family_top5": 1.0,
      "macro_f1": 0.9547930431534436,
      "label_coverage": 10
    },
    "greek_cycle_validation": {
      "samples": 1540,
      "top1": 0.9344155844155844,
      "top5": 0.9896103896103896,
      "family_top1": 0.925974025974026,
      "family_top5": 0.9902597402597403,
      "macro_f1": 0.934675482102983,
      "label_coverage": 22
    }
  },
  "final_by_source": {
    "validation": {
      "hwrt": {
        "samples": 2337,
        "top1": 0.8664955070603337,
        "top5": 0.9944373127941806,
        "family_top1": 0.9323919554985024,
        "family_top5": 0.9952931108258452,
        "macro_f1": 0.7927940393571636,
        "label_coverage": 206,
        "writer_count": 58,
        "writer_floor": 0.0,
        "writer_p10": 0.0,
        "writer_eligible_count": 11,
        "writer_eligible_floor": 0.7727272727272727
      },
      "uci-uji-pen-v1": {
        "samples": 124,
        "top1": 0.6774193548387096,
        "top5": 0.9516129032258065,
        "family_top1": 0.7741935483870968,
        "family_top5": 0.9516129032258065,
        "macro_f1": 0.6682795698924728,
        "label_coverage": 62,
        "writer_count": 1,
        "writer_floor": 0.6774193548387096,
        "writer_p10": 0.6774193548387096,
        "writer_eligible_count": 1,
        "writer_eligible_floor": 0.6774193548387096
      },
      "uci-uji-pen-v2": {
        "samples": 1800,
        "top1": 0.8877777777777778,
        "top5": 0.9983333333333333,
        "family_top1": 0.9555555555555556,
        "family_top5": 0.9983333333333333,
        "macro_f1": 0.8875883764849448,
        "label_coverage": 75,
        "writer_count": 12,
        "writer_floor": 0.76,
        "writer_p10": 0.7733333333333333,
        "writer_eligible_count": 12,
        "writer_eligible_floor": 0.76
      }
    },
    "paired_test": {
      "hwrt": {
        "samples": 534,
        "top1": 0.8202247191011236,
        "top5": 0.99812734082397,
        "family_top1": 0.9082397003745318,
        "family_top5": 1.0,
        "macro_f1": 0.7948833875384871,
        "label_coverage": 141,
        "writer_count": 28,
        "writer_floor": 0.7333333333333333,
        "writer_p10": 0.765625,
        "writer_eligible_count": 9,
        "writer_eligible_floor": 0.75
      },
      "uci-uji-pen-v1": {
        "samples": 248,
        "top1": 0.7782258064516129,
        "top5": 0.967741935483871,
        "family_top1": 0.8951612903225806,
        "family_top5": 0.967741935483871,
        "macro_f1": 0.7762652222329638,
        "label_coverage": 62,
        "writer_count": 2,
        "writer_floor": 0.7741935483870968,
        "writer_p10": 0.7741935483870968,
        "writer_eligible_count": 2,
        "writer_eligible_floor": 0.7741935483870968
      },
      "uci-uji-pen-v2": {
        "samples": 3000,
        "top1": 0.836,
        "top5": 0.9746666666666667,
        "family_top1": 0.9163333333333333,
        "family_top5": 0.9873333333333333,
        "macro_f1": 0.8372048190335291,
        "label_coverage": 75,
        "writer_count": 20,
        "writer_floor": 0.66,
        "writer_p10": 0.6733333333333333,
        "writer_eligible_count": 20,
        "writer_eligible_floor": 0.66
      }
    }
  },
  "history": [
    {
      "epoch": 1,
      "loss": 0.4488249836373642,
      "validation": {
        "samples": 4261,
        "top1": 0.8566064304153954,
        "top5": 0.9938981459751232,
        "family_top1": 0.9302980521004459,
        "family_top5": 0.9946022060549167,
        "macro_f1": 0.7716279425274075,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.6666666666666666,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.6774193548387096
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.8566064304153954,
        0.9896103896103896,
        0.893820837111582,
        0.8566064304153954,
        0.7716279425274075,
        0.6666666666666666
      ]
    },
    {
      "epoch": 2,
      "loss": 0.3434348242381093,
      "validation": {
        "samples": 4261,
        "top1": 0.8580145505749824,
        "top5": 0.9948368927481812,
        "family_top1": 0.9328796057263553,
        "family_top5": 0.9953062661347102,
        "macro_f1": 0.7730338448458353,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.5,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.717741935483871
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.8580145505749824,
        0.9896103896103896,
        0.8945867981814718,
        0.8580145505749824,
        0.7730338448458353,
        0.5
      ]
    },
    {
      "epoch": 3,
      "loss": 0.31373216586776087,
      "validation": {
        "samples": 4261,
        "top1": 0.8634123445200658,
        "top5": 0.9938981459751232,
        "family_top1": 0.9382773996714386,
        "family_top5": 0.9957756395212392,
        "macro_f1": 0.7791760772833806,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.5,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.7096774193548387
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.8634123445200658,
        0.9896103896103896,
        0.8975118669715856,
        0.8634123445200658,
        0.7791760772833806,
        0.5
      ]
    },
    {
      "epoch": 4,
      "loss": 0.3002351009424655,
      "validation": {
        "samples": 4261,
        "top1": 0.86834076507862,
        "top5": 0.9948368927481812,
        "family_top1": 0.9352264726590003,
        "family_top5": 0.9957756395212392,
        "macro_f1": 0.784961352555048,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.5,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.6935483870967742
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.86834076507862,
        0.9896103896103896,
        0.9001672840597286,
        0.86834076507862,
        0.784961352555048,
        0.5
      ]
    },
    {
      "epoch": 5,
      "loss": 0.28647159005437195,
      "validation": {
        "samples": 4261,
        "top1": 0.8676367049988266,
        "top5": 0.9955409528279746,
        "family_top1": 0.9359305327387937,
        "family_top5": 0.9962450129077681,
        "macro_f1": 0.7787274056962119,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.5714285714285714,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.717741935483871
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.8676367049988266,
        0.9896103896103896,
        0.8997888280204608,
        0.8676367049988266,
        0.7787274056962119,
        0.5714285714285714
      ]
    },
    {
      "epoch": 6,
      "loss": 0.27540788942282185,
      "validation": {
        "samples": 4261,
        "top1": 0.8638817179065947,
        "top5": 0.9936634592818587,
        "family_top1": 0.9368692795118517,
        "family_top5": 0.9946022060549167,
        "macro_f1": 0.7774224432455988,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.5,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.6935483870967742
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.8638817179065947,
        0.9896103896103896,
        0.8977653909186691,
        0.8638817179065947,
        0.7774224432455988,
        0.5
      ]
    },
    {
      "epoch": 7,
      "loss": 0.2629124126350579,
      "validation": {
        "samples": 4261,
        "top1": 0.867871391692091,
        "top5": 0.9943675193616522,
        "family_top1": 0.9361652194320582,
        "family_top5": 0.9955409528279746,
        "macro_f1": 0.7748338753632665,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.5,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.7016129032258065
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.867871391692091,
        0.9896103896103896,
        0.899915012887584,
        0.867871391692091,
        0.7748338753632665,
        0.5
      ]
    },
    {
      "epoch": 8,
      "loss": 0.255758937866683,
      "validation": {
        "samples": 4261,
        "top1": 0.8652898380661816,
        "top5": 0.9941328326683877,
        "family_top1": 0.9368692795118517,
        "family_top5": 0.9955409528279746,
        "macro_f1": 0.7825757370772415,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.5,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.7096774193548387
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.8652898380661816,
        0.9896103896103896,
        0.8985251693141125,
        0.8652898380661816,
        0.7825757370772415,
        0.5
      ]
    },
    {
      "epoch": 9,
      "loss": 0.24877297035913426,
      "validation": {
        "samples": 4261,
        "top1": 0.869279511851678,
        "top5": 0.9948368927481812,
        "family_top1": 0.9361652194320582,
        "family_top5": 0.9957756395212392,
        "macro_f1": 0.791347094787673,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.5714285714285714,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.6774193548387096
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.869279511851678,
        0.9896103896103896,
        0.9006714325146912,
        0.869279511851678,
        0.791347094787673,
        0.5714285714285714
      ]
    },
    {
      "epoch": 10,
      "loss": 0.23822516533369775,
      "validation": {
        "samples": 4261,
        "top1": 0.8699835719314715,
        "top5": 0.9948368927481812,
        "family_top1": 0.9375733395916451,
        "family_top5": 0.9953062661347102,
        "macro_f1": 0.7934310956120997,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.5,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.6774193548387096
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.8699835719314715,
        0.9896103896103896,
        0.9010491996061943,
        0.8699835719314715,
        0.7934310956120997,
        0.5
      ]
    },
    {
      "epoch": 11,
      "loss": 0.23387598039674873,
      "validation": {
        "samples": 4261,
        "top1": 0.8648204646796527,
        "top5": 0.9938981459751232,
        "family_top1": 0.9345224125792068,
        "family_top5": 0.9955409528279746,
        "macro_f1": 0.7755945143423176,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.5,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.7096774193548387
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.8648204646796527,
        0.9896103896103896,
        0.8982720419864382,
        0.8648204646796527,
        0.7755945143423176,
        0.5
      ]
    },
    {
      "epoch": 12,
      "loss": 0.22650521389190534,
      "validation": {
        "samples": 4261,
        "top1": 0.8681060783853556,
        "top5": 0.9957756395212392,
        "family_top1": 0.9354611593522647,
        "family_top5": 0.9962450129077681,
        "macro_f1": 0.7875845423384454,
        "label_coverage": 216,
        "writer_count": 71,
        "writer_floor": 0.0,
        "writer_p10": 0.4444444444444444,
        "writer_eligible_count": 24,
        "writer_eligible_floor": 0.7096774193548387
      },
      "raster_cycle_validations": {
        "raster_cycle_validation": {
          "samples": 370,
          "top1": 0.9486486486486486,
          "top5": 1.0,
          "family_top1": 0.9459459459459459,
          "family_top5": 1.0,
          "macro_f1": 0.9484370520390707,
          "label_coverage": 10
        },
        "semeion_cycle_validation": {
          "samples": 158,
          "top1": 0.9493670886075949,
          "top5": 0.9936708860759493,
          "family_top1": 0.9430379746835443,
          "family_top5": 1.0,
          "macro_f1": 0.9547930431534436,
          "label_coverage": 10
        },
        "greek_cycle_validation": {
          "samples": 1540,
          "top1": 0.9344155844155844,
          "top5": 0.9896103896103896,
          "family_top1": 0.925974025974026,
          "family_top5": 0.9902597402597403,
          "macro_f1": 0.934675482102983,
          "label_coverage": 22
        }
      },
      "component_regression_passed": true,
      "selection_key": [
        1.0,
        0.8681060783853556,
        0.9896103896103896,
        0.9000411648963957,
        0.8681060783853556,
        0.7875845423384454,
        0.4444444444444444
      ]
    }
  ],
  "checkpoint": "skeleton_adapter.pt",
  "bytes": 2876038,
  "product_validation": false
}