split_einsum/compiled/UnetChunk2.mlmodelc/metadata.json

[
  {
    "metadataOutputVersion" : "3.0",
    "storagePrecision" : "Float16",
    "outputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32)",
        "shortDescription" : "",
        "shape" : "[]",
        "name" : "noise_pred",
        "type" : "MultiArray"
      }
    ],
    "modelParameters" : [

    ],
    "specificationVersion" : 7,
    "mlProgramOperationTypeHistogram" : {
      "Transpose" : 18,
      "UpsampleNearestNeighbor" : 3,
      "Ios16.reduceMean" : 114,
      "Ios16.softmax" : 210,
      "Split" : 9,
      "Ios16.add" : 141,
      "Concat" : 28,
      "Ios16.realDiv" : 30,
      "Ios16.square" : 30,
      "Ios16.sub" : 57,
      "Ios16.cast" : 14,
      "Ios16.conv" : 153,
      "Ios16.einsum" : 420,
      "Ios16.gelu" : 9,
      "Ios16.reshape" : 78,
      "Ios16.batchNorm" : 30,
      "Ios16.rsqrt" : 27,
      "Ios16.silu" : 21,
      "Ios16.sqrt" : 30,
      "SliceByIndex" : 630,
      "Ios16.mul" : 300
    },
    "computePrecision" : "Mixed (Int32, Float16, Float32)",
    "isUpdatable" : "0",
    "availability" : {
      "macOS" : "13.0",
      "tvOS" : "16.0",
      "watchOS" : "9.0",
      "iOS" : "16.0",
      "macCatalyst" : "16.0"
    },
    "modelType" : {
      "name" : "MLModelType_mlProgram"
    },
    "userDefinedMetadata" : {

    },
    "inputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 2 × 1024 × 1 × 77)",
        "shortDescription" : "",
        "shape" : "[2, 1024, 1, 77]",
        "name" : "encoder_hidden_states",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 2560 × 8 × 8)",
        "shortDescription" : "",
        "shape" : "[2, 2560, 8, 8]",
        "name" : "input_253_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 320 × 64 × 64)",
        "shortDescription" : "",
        "shape" : "[2, 320, 64, 64]",
        "name" : "input_35_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 1280 × 8 × 8)",
        "shortDescription" : "",
        "shape" : "[2, 1280, 8, 8]",
        "name" : "input_171_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 640 × 16 × 16)",
        "shortDescription" : "",
        "shape" : "[2, 640, 16, 16]",
        "name" : "input_117_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 320 × 64 × 64)",
        "shortDescription" : "",
        "shape" : "[2, 320, 64, 64]",
        "name" : "input_7_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 320 × 64 × 64)",
        "shortDescription" : "",
        "shape" : "[2, 320, 64, 64]",
        "name" : "input_61_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 640 × 32 × 32)",
        "shortDescription" : "",
        "shape" : "[2, 640, 32, 32]",
        "name" : "input_89_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 1280 × 1 × 1)",
        "shortDescription" : "",
        "shape" : "[2, 1280, 1, 1]",
        "name" : "input_15_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 1280 × 16 × 16)",
        "shortDescription" : "",
        "shape" : "[2, 1280, 16, 16]",
        "name" : "input_143_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 320 × 32 × 32)",
        "shortDescription" : "",
        "shape" : "[2, 320, 32, 32]",
        "name" : "input_63_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 1280 × 8 × 8)",
        "shortDescription" : "",
        "shape" : "[2, 1280, 8, 8]",
        "name" : "hidden_states_149_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 1280 × 16 × 16)",
        "shortDescription" : "",
        "shape" : "[2, 1280, 16, 16]",
        "name" : "input_169_cast",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 2 × 640 × 32 × 32)",
        "shortDescription" : "",
        "shape" : "[2, 640, 32, 32]",
        "name" : "input_115_cast",
        "type" : "MultiArray"
      }
    ],
    "generatedClassName" : "Stable_Diffusion_version_stabilityai_stable_diffusion_2_base_unet_chunk2",
    "method" : "predict"
  }
]