HuPER-CoreML / HuPER.mlmodelc /metadata.json
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Core ML (int8) build of huper29/huper_recognizer
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[
{
"metadataOutputVersion" : "3.0",
"storagePrecision" : "Mixed (Float32, Int8)",
"outputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32)",
"shortDescription" : "",
"shape" : "[]",
"name" : "logprobs",
"type" : "MultiArray"
}
],
"modelParameters" : [
],
"specificationVersion" : 9,
"mlProgramOperationTypeHistogram" : {
"Ios18.expandDims" : 4,
"Range1d" : 1,
"Ios18.mul" : 100,
"Ios18.softmax" : 25,
"Ios18.matmul" : 48,
"Ios18.sigmoid" : 24,
"Ios18.minimum" : 1,
"Ios18.greaterEqual" : 2,
"Select" : 3,
"Ios18.greater" : 1,
"Split" : 24,
"Ios18.gather" : 2,
"Ios18.add" : 101,
"Ios18.layerNorm" : 57,
"Ios16.fillLike" : 1,
"Ios18.reshape" : 193,
"Shape" : 1,
"Ios16.reduceSum" : 24,
"Ios18.linear" : 170,
"Ios18.conv" : 8,
"Ios18.gelu" : 32,
"Ios18.sub" : 25,
"Ios18.log" : 2,
"Ios18.transpose" : 184,
"Ios18.cast" : 3,
"Ios18.abs" : 1,
"Ios18.less" : 1,
"Ios18.concat" : 1,
"Ios18.sliceByIndex" : 1,
"Ios18.constexprBlockwiseShiftScale" : 155
},
"computePrecision" : "Mixed (Float32, Int32)",
"isUpdatable" : "0",
"stateSchema" : [
],
"availability" : {
"macOS" : "15.0",
"tvOS" : "18.0",
"visionOS" : "2.0",
"watchOS" : "11.0",
"iOS" : "18.0",
"macCatalyst" : "18.0"
},
"modelType" : {
"name" : "MLModelType_mlProgram"
},
"userDefinedMetadata" : {
"com.github.apple.coremltools.conversion_date" : "2026-10-31",
"com.github.apple.coremltools.source" : "torch==2.15.0",
"com.github.apple.coremltools.version" : "9.0",
"com.github.apple.coremltools.source_dialect" : "TorchScript"
},
"inputSchema" : [
{
"dataType" : "Float32",
"hasShapeFlexibility" : "1",
"isOptional" : "0",
"shapeFlexibility" : "1 × 16000...320000",
"shapeRange" : "[[1, 1], [16000, 320000]]",
"formattedType" : "MultiArray (Float32 1 × 64000)",
"type" : "MultiArray",
"shape" : "[1, 64000]",
"name" : "audio",
"shortDescription" : ""
}
],
"generatedClassName" : "HuPER8",
"method" : "predict"
}
]