File size: 3,120 Bytes
a7fc1eb | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 | [
{
"metadataOutputVersion" : "3.0",
"shortDescription" : "StyleTTS2 KDiffusion single denoise step (StyleTransformer1d) @ T_tok=512.",
"outputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 1 × 1 × 256)",
"shortDescription" : "",
"shape" : "[1, 1, 256]",
"name" : "denoised",
"type" : "MultiArray"
}
],
"storagePrecision" : "Float16",
"modelParameters" : [
],
"specificationVersion" : 8,
"mlProgramOperationTypeHistogram" : {
"Ios17.cos" : 1,
"Ios17.reshape" : 20,
"Ios17.inverse" : 2,
"Ios16.softmax" : 3,
"Ios17.matmul" : 6,
"Ios17.sin" : 1,
"Ios17.transpose" : 27,
"Split" : 9,
"Ios16.reduceMean" : 1,
"Ios17.expandDims" : 2,
"Ios17.add" : 23,
"Tile" : 2,
"Ios16.reduceSum" : 1,
"Ios17.layerNorm" : 3,
"Ios17.log" : 1,
"Ios17.sqrt" : 1,
"Ios16.gelu" : 7,
"Ios17.cast" : 4,
"Ios17.conv" : 1,
"Ios17.realDiv" : 1,
"Ios17.linear" : 25,
"Stack" : 1,
"Ios17.concat" : 2,
"Ios17.mul" : 19
},
"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"
},
"inputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 1 × 256)",
"shortDescription" : "",
"shape" : "[1, 1, 256]",
"name" : "x_noisy",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1)",
"shortDescription" : "",
"shape" : "[1]",
"name" : "sigma",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 512 × 768)",
"shortDescription" : "",
"shape" : "[1, 512, 768]",
"name" : "embedding",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 256)",
"shortDescription" : "",
"shape" : "[1, 256]",
"name" : "features",
"type" : "MultiArray"
}
],
"userDefinedMetadata" : {
"com.github.apple.coremltools.version" : "8.3.0",
"com.github.apple.coremltools.source" : "torch==2.11.0",
"com.github.apple.coremltools.source_dialect" : "TorchScript"
},
"generatedClassName" : "styletts2_diffusion_step_512",
"method" : "predict"
}
] |