[
  {
    "metadataOutputVersion" : "3.0",
    "storagePrecision" : "Float16",
    "outputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 49152)",
        "shortDescription" : "",
        "shape" : "[1, 49152]",
        "name" : "wav_tts",
        "type" : "MultiArray"
      }
    ],
    "modelParameters" : [

    ],
    "specificationVersion" : 9,
    "functions" : [
      {
        "inputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 144 × 16)",
            "shortDescription" : "",
            "shape" : "[1, 144, 16]",
            "name" : "latent",
            "type" : "MultiArray"
          }
        ],
        "computePrecision" : "Mixed (Float16, Float32, Int32)",
        "storagePrecision" : "Float16",
        "stateSchema" : [

        ],
        "outputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 49152)",
            "shortDescription" : "",
            "shape" : "[1, 49152]",
            "name" : "wav_tts",
            "type" : "MultiArray"
          }
        ],
        "name" : "vocoder_l16",
        "mlProgramOperationTypeHistogram" : {
          "Ios18.mul" : 2,
          "Ios18.batchNorm" : 1,
          "Pad" : 12,
          "Ios18.gelu" : 10,
          "Ios18.layerNorm" : 10,
          "Ios18.transpose" : 22,
          "Ios18.leakyRelu" : 1,
          "Ios18.conv" : 33,
          "Ios18.add" : 11,
          "Ios18.reshape" : 3
        }
      },
      {
        "inputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 144 × 32)",
            "shortDescription" : "",
            "shape" : "[1, 144, 32]",
            "name" : "latent",
            "type" : "MultiArray"
          }
        ],
        "computePrecision" : "Mixed (Float16, Float32, Int32)",
        "storagePrecision" : "Float16",
        "stateSchema" : [

        ],
        "outputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 98304)",
            "shortDescription" : "",
            "shape" : "[1, 98304]",
            "name" : "wav_tts",
            "type" : "MultiArray"
          }
        ],
        "name" : "vocoder_l32",
        "mlProgramOperationTypeHistogram" : {
          "Ios18.mul" : 2,
          "Ios18.batchNorm" : 1,
          "Pad" : 12,
          "Ios18.gelu" : 10,
          "Ios18.layerNorm" : 10,
          "Ios18.transpose" : 22,
          "Ios18.leakyRelu" : 1,
          "Ios18.conv" : 33,
          "Ios18.add" : 11,
          "Ios18.reshape" : 3
        }
      },
      {
        "inputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 144 × 64)",
            "shortDescription" : "",
            "shape" : "[1, 144, 64]",
            "name" : "latent",
            "type" : "MultiArray"
          }
        ],
        "computePrecision" : "Mixed (Float16, Float32, Int32)",
        "storagePrecision" : "Float16",
        "stateSchema" : [

        ],
        "outputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 196608)",
            "shortDescription" : "",
            "shape" : "[1, 196608]",
            "name" : "wav_tts",
            "type" : "MultiArray"
          }
        ],
        "name" : "vocoder_l64",
        "mlProgramOperationTypeHistogram" : {
          "Ios18.mul" : 2,
          "Ios18.batchNorm" : 1,
          "Pad" : 12,
          "Ios18.gelu" : 10,
          "Ios18.layerNorm" : 10,
          "Ios18.transpose" : 22,
          "Ios18.leakyRelu" : 1,
          "Ios18.conv" : 33,
          "Ios18.add" : 11,
          "Ios18.reshape" : 3
        }
      },
      {
        "inputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 144 × 128)",
            "shortDescription" : "",
            "shape" : "[1, 144, 128]",
            "name" : "latent",
            "type" : "MultiArray"
          }
        ],
        "computePrecision" : "Mixed (Float16, Float32, Int32)",
        "storagePrecision" : "Float16",
        "stateSchema" : [

        ],
        "outputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 393216)",
            "shortDescription" : "",
            "shape" : "[1, 393216]",
            "name" : "wav_tts",
            "type" : "MultiArray"
          }
        ],
        "name" : "vocoder_l128",
        "mlProgramOperationTypeHistogram" : {
          "Ios18.mul" : 2,
          "Ios18.batchNorm" : 1,
          "Pad" : 12,
          "Ios18.gelu" : 10,
          "Ios18.layerNorm" : 10,
          "Ios18.transpose" : 22,
          "Ios18.leakyRelu" : 1,
          "Ios18.conv" : 33,
          "Ios18.add" : 11,
          "Ios18.reshape" : 3
        }
      },
      {
        "inputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 144 × 256)",
            "shortDescription" : "",
            "shape" : "[1, 144, 256]",
            "name" : "latent",
            "type" : "MultiArray"
          }
        ],
        "computePrecision" : "Mixed (Float16, Float32, Int32)",
        "storagePrecision" : "Float16",
        "stateSchema" : [

        ],
        "outputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 786432)",
            "shortDescription" : "",
            "shape" : "[1, 786432]",
            "name" : "wav_tts",
            "type" : "MultiArray"
          }
        ],
        "name" : "vocoder_l256",
        "mlProgramOperationTypeHistogram" : {
          "Ios18.mul" : 2,
          "Ios18.batchNorm" : 1,
          "Pad" : 12,
          "Ios18.gelu" : 10,
          "Ios18.layerNorm" : 10,
          "Ios18.transpose" : 22,
          "Ios18.leakyRelu" : 1,
          "Ios18.conv" : 33,
          "Ios18.add" : 11,
          "Ios18.reshape" : 3
        }
      },
      {
        "inputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 144 × 384)",
            "shortDescription" : "",
            "shape" : "[1, 144, 384]",
            "name" : "latent",
            "type" : "MultiArray"
          }
        ],
        "computePrecision" : "Mixed (Float16, Float32, Int32)",
        "storagePrecision" : "Float16",
        "stateSchema" : [

        ],
        "outputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 1179648)",
            "shortDescription" : "",
            "shape" : "[1, 1179648]",
            "name" : "wav_tts",
            "type" : "MultiArray"
          }
        ],
        "name" : "vocoder_l384",
        "mlProgramOperationTypeHistogram" : {
          "Ios18.mul" : 2,
          "Ios18.batchNorm" : 1,
          "Pad" : 12,
          "Ios18.gelu" : 10,
          "Ios18.layerNorm" : 10,
          "Ios18.transpose" : 22,
          "Ios18.leakyRelu" : 1,
          "Ios18.conv" : 33,
          "Ios18.add" : 11,
          "Ios18.reshape" : 3
        }
      },
      {
        "inputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 144 × 512)",
            "shortDescription" : "",
            "shape" : "[1, 144, 512]",
            "name" : "latent",
            "type" : "MultiArray"
          }
        ],
        "computePrecision" : "Mixed (Float16, Float32, Int32)",
        "storagePrecision" : "Float16",
        "stateSchema" : [

        ],
        "outputSchema" : [
          {
            "hasShapeFlexibility" : "0",
            "isOptional" : "0",
            "dataType" : "Float16",
            "formattedType" : "MultiArray (Float16 1 × 1572864)",
            "shortDescription" : "",
            "shape" : "[1, 1572864]",
            "name" : "wav_tts",
            "type" : "MultiArray"
          }
        ],
        "name" : "vocoder_l512",
        "mlProgramOperationTypeHistogram" : {
          "Ios18.mul" : 2,
          "Ios18.batchNorm" : 1,
          "Pad" : 12,
          "Ios18.gelu" : 10,
          "Ios18.layerNorm" : 10,
          "Ios18.transpose" : 22,
          "Ios18.leakyRelu" : 1,
          "Ios18.conv" : 33,
          "Ios18.add" : 11,
          "Ios18.reshape" : 3
        }
      }
    ],
    "mlProgramOperationTypeHistogram" : {
      "Ios18.mul" : 2,
      "Ios18.batchNorm" : 1,
      "Pad" : 12,
      "Ios18.gelu" : 10,
      "Ios18.layerNorm" : 10,
      "Ios18.transpose" : 22,
      "Ios18.leakyRelu" : 1,
      "Ios18.conv" : 33,
      "Ios18.add" : 11,
      "Ios18.reshape" : 3
    },
    "isUpdatable" : "0",
    "stateSchema" : [

    ],
    "availability" : {
      "macOS" : "15.0",
      "tvOS" : "18.0",
      "visionOS" : "2.0",
      "watchOS" : "11.0",
      "iOS" : "18.0",
      "macCatalyst" : "18.0"
    },
    "computePrecision" : "Mixed (Float16, Float32, Int32)",
    "modelType" : {
      "name" : "MLModelType_mlProgram"
    },
    "inputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 144 × 16)",
        "shortDescription" : "",
        "shape" : "[1, 144, 16]",
        "name" : "latent",
        "type" : "MultiArray"
      }
    ],
    "defaultFunctionName" : "vocoder_l16",
    "generatedClassName" : "Vocoder",
    "userDefinedMetadata" : {

    },
    "method" : "predict"
  }
]