| [ |
| { |
| "metadataOutputVersion" : "3.0", |
| "storagePrecision" : "Mixed (Float16, Palettized (6 bits))", |
| "outputSchema" : [ |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 4 × 128 × 128)", |
| "shortDescription" : "", |
| "shape" : "[2, 4, 128, 128]", |
| "name" : "noise_pred", |
| "type" : "MultiArray" |
| } |
| ], |
| "modelParameters" : [ |
|
|
| ], |
| "specificationVersion" : 8, |
| "mlProgramOperationTypeHistogram" : { |
| "Ios17.square" : 23, |
| "UpsampleNearestNeighbor" : 2, |
| "Ios17.reshape" : 58, |
| "Ios16.reduceMean" : 46, |
| "Ios16.softmax" : 1320, |
| "Ios17.transpose" : 72, |
| "Split" : 36, |
| "Ios17.add" : 154, |
| "Ios17.sliceByIndex" : 3960, |
| "Ios17.layerNorm" : 108, |
| "Ios17.batchNorm" : 23, |
| "Ios17.sqrt" : 23, |
| "Ios17.sub" : 23, |
| "Ios16.constexprLutToDense" : 408, |
| "Ios17.conv" : 408, |
| "Ios16.einsum" : 2640, |
| "Ios17.concat" : 80, |
| "Ios17.realDiv" : 23, |
| "Ios16.gelu" : 36, |
| "Ios17.cast" : 12, |
| "Ios16.silu" : 17, |
| "Ios17.mul" : 1356 |
| }, |
| "computePrecision" : "Mixed (Float16, Float32, Int32)", |
| "isUpdatable" : "0", |
| "stateSchema" : [ |
|
|
| ], |
| "availability" : { |
| "macOS" : "14.0", |
| "tvOS" : "17.0", |
| "visionOS" : "1.0", |
| "watchOS" : "10.0", |
| "iOS" : "17.0", |
| "macCatalyst" : "17.0" |
| }, |
| "modelType" : { |
| "name" : "MLModelType_mlProgram" |
| }, |
| "userDefinedMetadata" : { |
|
|
| }, |
| "inputSchema" : [ |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float16", |
| "formattedType" : "MultiArray (Float16 2 × 2048 × 1 × 77)", |
| "shortDescription" : "", |
| "shape" : "[2, 2048, 1, 77]", |
| "name" : "encoder_hidden_states", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 2560 × 32 × 32)", |
| "shortDescription" : "", |
| "shape" : "[2, 2560, 32, 32]", |
| "name" : "input_423_cast_fp16", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 1280 × 32 × 32)", |
| "shortDescription" : "", |
| "shape" : "[2, 1280, 32, 32]", |
| "name" : "hidden_states_281_cast_fp16", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 1280 × 1 × 1)", |
| "shortDescription" : "", |
| "shape" : "[2, 1280, 1, 1]", |
| "name" : "input_21_cast_fp16", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 320 × 128 × 128)", |
| "shortDescription" : "", |
| "shape" : "[2, 320, 128, 128]", |
| "name" : "input_43_cast_fp16", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 320 × 128 × 128)", |
| "shortDescription" : "", |
| "shape" : "[2, 320, 128, 128]", |
| "name" : "input_29_cast_fp16", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 320 × 64 × 64)", |
| "shortDescription" : "", |
| "shape" : "[2, 320, 64, 64]", |
| "name" : "input_45_cast_fp16", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 1280 × 32 × 32)", |
| "shortDescription" : "", |
| "shape" : "[2, 1280, 32, 32]", |
| "name" : "input_213_cast_fp16", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 320 × 128 × 128)", |
| "shortDescription" : "", |
| "shape" : "[2, 320, 128, 128]", |
| "name" : "input_13_cast_fp16", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 640 × 64 × 64)", |
| "shortDescription" : "", |
| "shape" : "[2, 640, 64, 64]", |
| "name" : "input_79_cast_fp16", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 640 × 64 × 64)", |
| "shortDescription" : "", |
| "shape" : "[2, 640, 64, 64]", |
| "name" : "input_113_cast_fp16", |
| "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_fp16", |
| "type" : "MultiArray" |
| } |
| ], |
| "generatedClassName" : "Stable_Diffusion_version_grq_GemCollection_unet_chunk2", |
| "method" : "predict" |
| } |
| ] |