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mockgen-classifier-v1

Text Classification
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mockgen-classifier-v1
File size: 2,168 Bytes
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{
  "ok": true,
  "failures": [],
  "backend": "word-sgd",
  "inputNormalizer": "unicode-codepoint-v1",
  "targetOpset": 17,
  "onnxOutputs": {
    "names": [
      "label",
      "probabilities"
    ],
    "outputs": [
      {
        "name": "label",
        "kind": "tensor"
      },
      {
        "name": "probabilities",
        "kind": "tensor"
      }
    ],
    "probabilityKind": "tensor"
  },
  "labels": [
    "bic",
    "booking_id",
    "business_partner_id",
    "city",
    "comment",
    "company_code",
    "cost_center",
    "country",
    "currency",
    "customer_id",
    "date",
    "datetime",
    "description",
    "duration",
    "email",
    "employee_id",
    "fiscal_period",
    "gl_account",
    "iban",
    "language",
    "long_text",
    "material_no",
    "monetary_amount",
    "notes",
    "order_status",
    "org_name",
    "payment_terms",
    "percentage",
    "person_first_name",
    "person_full_name",
    "person_last_name",
    "phone",
    "plant",
    "postal_code",
    "product_category",
    "product_name",
    "purchase_order_no",
    "quantity",
    "region",
    "remark",
    "sales_doc_no",
    "street_address",
    "tax_code",
    "time",
    "timezone",
    "travel_id",
    "unit_of_measure",
    "unknown",
    "url",
    "vendor_id",
    "work_center",
    "year"
  ],
  "valRows": 2625,
  "classifier": {
    "fullPrecisionTop1": 0.9832380952380952,
    "quantizedTop1": 0.9832380952380952,
    "quantizedTop3": 0.9900952380952381,
    "top1Drop": 0.0,
    "sizeMb": 5.127664566040039,
    "fullPrecisionSizeMb": 14.053081512451172,
    "maxAllowedTop1Drop": 0.01,
    "maxAllowedSizeMb": 50
  },
  "paths": {
    "checkpoint": "models/classifier/checkpoints/best",
    "metrics": "models/classifier/metrics.json",
    "validation": "var/classifier-profile-retrain/val.jsonl",
    "fullPrecision": "models/classifier/onnx/classifier-fp32.onnx",
    "quantized": "models/classifier/onnx/classifier.onnx"
  },
  "sha256": {
    "fullPrecision": "93fb315f2214233fb658dd6ecff20ee07b7217ec7cdb77ce47c52b17ea72aca2",
    "quantized": "32b8dd18ef0c016142b863acb2b7aea0f4ea894beaaf2926d734f0dabf9e1da0"
  }
}