aufklarer's picture
Add Core ML INT8 model
2957d4b verified
Raw
History Blame Contribute Delete
1.84 kB
[
{
"metadataOutputVersion" : "3.0",
"storagePrecision" : "Float16",
"outputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 1 × 375 × 1024)",
"shortDescription" : "",
"shape" : "[1, 375, 1024]",
"name" : "audio_embeds",
"type" : "MultiArray"
}
],
"modelParameters" : [
],
"specificationVersion" : 9,
"mlProgramOperationTypeHistogram" : {
"Ios18.linear" : 146,
"Ios18.conv" : 2,
"Ios18.matmul" : 48,
"Ios18.gelu" : 26,
"Ios18.add" : 49,
"Ios18.silu" : 1,
"Ios18.softmax" : 24,
"Ios18.layerNorm" : 50,
"Ios18.transpose" : 97,
"Ios18.cast" : 1,
"Ios18.reshape" : 97,
"Ios18.mul" : 24
},
"computePrecision" : "Mixed (Float16, 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.source_dialect" : "TorchScript",
"com.github.apple.coremltools.source" : "torch==2.9.1",
"com.github.apple.coremltools.version" : "8.3.0"
},
"inputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 80 × 3000)",
"shortDescription" : "",
"shape" : "[1, 80, 3000]",
"name" : "input_features",
"type" : "MultiArray"
}
],
"generatedClassName" : "audio_encoder",
"method" : "predict"
}
]