{
  "$schema": "https://ambiqai.github.io/helia-ui/schema/reference-model-1.json",
  "generatedFrom": {
    "sourceCommit": "f341fb11f7f5d77a4974ba8273c4cd55d67c21f0",
    "tool": "pyref",
    "version": "1.7.3"
  },
  "language": "python",
  "modules": [
    {
      "description": "Typed parameters of the efficientnet family; importable without Keras.",
      "name": "efficientnet_params",
      "path": "helia_edge.models.efficientnet_params",
      "submodules": [],
      "summary": "Typed parameters of the efficientnet family; importable without Keras.",
      "symbols": [
        {
          "description": "EfficientNet parameters",
          "examples": [],
          "id": "helia_edge.models.efficientnet_params.EfficientNetParams",
          "kind": "class",
          "language": "python",
          "members": [
            {
              "description": "",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.model_config",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "model_config",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "model_config = ConfigDict(frozen=True, extra='forbid')",
              "source": {
                "line": 32,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L32"
              },
              "summary": ""
            },
            {
              "description": "Model family",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.family",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "family",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "family: Literal['efficientnet'] = 'efficientnet'",
              "source": {
                "line": 34,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L34"
              },
              "summary": ""
            },
            {
              "description": "EfficientNet blocks",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.blocks",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "blocks",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "blocks: list[MBConvParams] = Field(default_factory=list, description='EfficientNet blocks')",
              "source": {
                "line": 35,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L35"
              },
              "summary": ""
            },
            {
              "description": "Input filters",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.input_filters",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "input_filters",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "input_filters: int = Field(default=0, description='Input filters')",
              "source": {
                "line": 36,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L36"
              },
              "summary": ""
            },
            {
              "description": "Input kernel size",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.input_kernel_size",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "input_kernel_size",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "input_kernel_size: int | tuple[int, int] = Field(default=3, description='Input kernel size')",
              "source": {
                "line": 37,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L37"
              },
              "summary": ""
            },
            {
              "description": "Input stride",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.input_strides",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "input_strides",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "input_strides: int | tuple[int, int] = Field(default=2, description='Input stride')",
              "source": {
                "line": 38,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L38"
              },
              "summary": ""
            },
            {
              "description": "Input activation",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.input_activation",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "input_activation",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "input_activation: str = Field(default='relu6', description='Input activation')",
              "source": {
                "line": 39,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L39"
              },
              "summary": ""
            },
            {
              "description": "Output filters",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.output_filters",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "output_filters",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "output_filters: int = Field(default=0, description='Output filters')",
              "source": {
                "line": 40,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L40"
              },
              "summary": ""
            },
            {
              "description": "Output activation",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.output_activation",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "output_activation",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "output_activation: str | None = Field(default=None, description='Output activation')",
              "source": {
                "line": 41,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L41"
              },
              "summary": ""
            },
            {
              "description": "Include top",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.include_top",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "include_top",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "include_top: bool = Field(default=True, description='Include top')",
              "source": {
                "line": 42,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L42"
              },
              "summary": ""
            },
            {
              "description": "Classes of the output layer",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.num_classes",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "num_classes",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "num_classes: int | None = Field(default=None, gt=0, description='Classes of the output layer')",
              "source": {
                "line": 43,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L43"
              },
              "summary": ""
            },
            {
              "description": "Dropout rate",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.dropout",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "dropout",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "dropout: float = Field(default=0.2, description='Dropout rate')",
              "source": {
                "line": 44,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L44"
              },
              "summary": ""
            },
            {
              "description": "Drop connect rate",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.drop_connect_rate",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "drop_connect_rate",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "drop_connect_rate: float = Field(default=0.2, description='Drop connect rate')",
              "source": {
                "line": 45,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L45"
              },
              "summary": ""
            },
            {
              "description": "Use logits",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.use_logits",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "use_logits",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "use_logits: bool = Field(default=True, description='Use logits')",
              "source": {
                "line": 46,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L46"
              },
              "summary": ""
            },
            {
              "description": "Activation function",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.activation",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "activation",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "activation: str = Field(default='relu6', description='Activation function')",
              "source": {
                "line": 47,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L47"
              },
              "summary": ""
            },
            {
              "description": "Normalization type",
              "examples": [],
              "id": "helia_edge.models.efficientnet_params.EfficientNetParams.norm",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "norm",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "norm: Literal['batch', 'layer'] | None = Field(default='layer', description='Normalization type')",
              "source": {
                "line": 48,
                "path": "helia_edge/models/efficientnet_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L48"
              },
              "summary": ""
            }
          ],
          "name": "EfficientNetParams",
          "params": [],
          "raises": [],
          "returns": [],
          "signature": "EfficientNetParams()",
          "source": {
            "line": 10,
            "path": "helia_edge/models/efficientnet_params.py",
            "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/efficientnet_params.py#L10"
          },
          "summary": "EfficientNet parameters"
        }
      ]
    }
  ],
  "name": "helia_edge"
}
