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                "line": 78,
                "path": "helia_edge/models/fastenhancer_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L78"
              },
              "summary": "The fixed specin shape (spectralbins, 1, 2), without the batch axis."
            },
            {
              "description": "Frequency positions after the strided input convolution.",
              "examples": [],
              "id": "helia_edge.models.fastenhancer_params.FastEnhancerParams.encoder_bins",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "encoder_bins",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "encoder_bins: int",
              "source": {
                "line": 83,
                "path": "helia_edge/models/fastenhancer_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L83"
              },
              "summary": "Frequency positions after the strided input convolution."
            }
          ],
          "name": "FastEnhancerParams",
          "params": [],
          "raises": [],
          "returns": [],
          "signature": "FastEnhancerParams()",
          "source": {
            "line": 32,
            "path": "helia_edge/models/fastenhancer_params.py",
            "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L32"
          },
          "summary": "Folded-inference FastEnhancer config for one spectral frame per call."
        },
        {
          "description": "Serializable record of a preset, its overrides and the concrete config.\n\nReload from ``params``; re-resolving a preset later may differ if the\npreset table changes. ``official`` is true only when the resolved config\nequals the preset exactly.",
          "examples": [],
          "id": "helia_edge.models.fastenhancer_params.FastEnhancerResolvedConfig",
          "kind": "class",
          "language": "python",
          "members": [
            {
              "description": "",
              "examples": [],
              "id": "helia_edge.models.fastenhancer_params.FastEnhancerResolvedConfig.model_config",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "model_config",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "model_config = ConfigDict(extra='forbid', strict=True, frozen=True)",
              "source": {
                "line": 104,
                "path": "helia_edge/models/fastenhancer_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L104"
              },
              "summary": ""
            },
            {
              "description": "",
              "examples": [],
              "id": "helia_edge.models.fastenhancer_params.FastEnhancerResolvedConfig.schema_version",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "schema_version",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "schema_version: Literal[1] = 1",
              "source": {
                "line": 106,
                "path": "helia_edge/models/fastenhancer_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L106"
              },
              "summary": ""
            },
            {
              "description": "",
              "examples": [],
              "id": "helia_edge.models.fastenhancer_params.FastEnhancerResolvedConfig.preset",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "preset",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "preset: str",
              "source": {
                "line": 107,
                "path": "helia_edge/models/fastenhancer_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L107"
              },
              "summary": ""
            },
            {
              "description": "",
              "examples": [],
              "id": "helia_edge.models.fastenhancer_params.FastEnhancerResolvedConfig.source",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "source",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "source: str",
              "source": {
                "line": 108,
                "path": "helia_edge/models/fastenhancer_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L108"
              },
              "summary": ""
            },
            {
              "description": "",
              "examples": [],
              "id": "helia_edge.models.fastenhancer_params.FastEnhancerResolvedConfig.overrides",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "overrides",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "overrides: dict[str, Any]",
              "source": {
                "line": 109,
                "path": "helia_edge/models/fastenhancer_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L109"
              },
              "summary": ""
            },
            {
              "description": "",
              "examples": [],
              "id": "helia_edge.models.fastenhancer_params.FastEnhancerResolvedConfig.official",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "official",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "official: bool",
              "source": {
                "line": 110,
                "path": "helia_edge/models/fastenhancer_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L110"
              },
              "summary": ""
            },
            {
              "description": "",
              "examples": [],
              "id": "helia_edge.models.fastenhancer_params.FastEnhancerResolvedConfig.params",
              "kind": "attribute",
              "language": "python",
              "members": [],
              "name": "params",
              "params": [],
              "raises": [],
              "returns": [],
              "signature": "params: FastEnhancerParams",
              "source": {
                "line": 111,
                "path": "helia_edge/models/fastenhancer_params.py",
                "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L111"
              },
              "summary": ""
            }
          ],
          "name": "FastEnhancerResolvedConfig",
          "params": [],
          "raises": [],
          "returns": [],
          "signature": "FastEnhancerResolvedConfig()",
          "source": {
            "line": 96,
            "path": "helia_edge/models/fastenhancer_params.py",
            "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L96"
          },
          "summary": "Serializable record of a preset, its overrides and the concrete config."
        },
        {
          "description": "Resolve an official preset with validated overrides into a full record.",
          "examples": [],
          "id": "helia_edge.models.fastenhancer_params.resolve_fastenhancer",
          "kind": "function",
          "language": "python",
          "members": [],
          "name": "resolve_fastenhancer",
          "params": [],
          "raises": [],
          "returns": [],
          "signature": "resolve_fastenhancer(preset: str, overrides: Mapping[str, Any] | None = None) -> FastEnhancerResolvedConfig",
          "source": {
            "line": 114,
            "path": "helia_edge/models/fastenhancer_params.py",
            "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L114"
          },
          "summary": "Resolve an official preset with validated overrides into a full record."
        },
        {
          "description": "Folded tensors in ONNX/PyTorch layout, keyed by module path.\n\nConv weights are [out, in, kernel]; ``*.kernel`` MatMul weights are\n[in, out]; ``rnn.W``/``rnn.R`` are [1, 3H, in] and ``rnn.B`` is [1, 6H]\nwith ONNX gate order z, r, h; the upsampler is [in, out, kernel].",
          "examples": [],
          "id": "helia_edge.models.fastenhancer_params.fastenhancer_weight_shapes",
          "kind": "function",
          "language": "python",
          "members": [],
          "name": "fastenhancer_weight_shapes",
          "params": [],
          "raises": [],
          "returns": [],
          "signature": "fastenhancer_weight_shapes(params: FastEnhancerParams) -> dict[str, tuple[int, ...]]",
          "source": {
            "line": 141,
            "path": "helia_edge/models/fastenhancer_params.py",
            "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L141"
          },
          "summary": "Folded tensors in ONNX/PyTorch layout, keyed by module path."
        },
        {
          "description": "Mapping of every weight of ``build(params)`` from folded tensors in ONNX export layout.\n\nSource tensors are keyed by module path, with the shapes ``fastenhancer_weight_shapes(params)`` lists;\neach row checks its source's shape. GRU tensors must use ONNX gate order z, r, h; PyTorch ``nn.GRU``\nstores r, z, n, which shapes alone cannot detect.",
          "examples": [],
          "id": "helia_edge.models.fastenhancer_params.fastenhancer_mapping",
          "kind": "function",
          "language": "python",
          "members": [],
          "name": "fastenhancer_mapping",
          "params": [
            {
              "description": "The params the tensors were trained with.",
              "name": "params",
              "type": "FastEnhancerParams"
            },
            {
              "description": "Mapping name.",
              "name": "name",
              "type": "str"
            },
            {
              "description": "The pinned source file.",
              "name": "source",
              "type": "SourcePin"
            },
            {
              "default": "None",
              "description": "Source tensor names for module paths stored under another name.",
              "name": "tensor_names",
              "type": "Mapping[str, str] | None"
            },
            {
              "default": "()",
              "description": "Source tensors deliberately not imported.",
              "name": "unused",
              "type": "tuple[str, ...]"
            }
          ],
          "raises": [
            {
              "description": "If ``tensor_names`` renames a tensor these params do not have.",
              "type": "ValueError"
            }
          ],
          "returns": [
            {
              "description": "The mapping, for ``helia_edge.importers.import_weights``.",
              "name": "WeightMapping",
              "type": "WeightMapping"
            }
          ],
          "signature": "fastenhancer_mapping(\n    params: FastEnhancerParams,\n    name: str,\n    source: SourcePin,\n    *,\n    tensor_names: Mapping[str, str] | None = None,\n    unused: tuple[str, ...] = (),\n) -> WeightMapping",
          "source": {
            "line": 189,
            "path": "helia_edge/models/fastenhancer_params.py",
            "url": "https://github.com/AmbiqAI/helia-edge/blob/f341fb11f7f5d77a4974ba8273c4cd55d67c21f0/helia_edge/models/fastenhancer_params.py#L189"
          },
          "summary": "Mapping of every weight of build(params) from folded tensors in ONNX export layout."
        }
      ]
    }
  ],
  "name": "helia_edge"
}