chua's picture
Add ASR model bundle metadata and small assets
8d8aaf9 verified
Raw
History Blame Contribute Delete
7.72 kB
[
{
"metadataOutputVersion" : "3.0",
"storagePrecision" : "Mixed (Float16, Int8)",
"outputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 390 × 1024)",
"shortDescription" : "",
"shape" : "[390, 1024]",
"name" : "hidden",
"type" : "MultiArray"
}
],
"modelParameters" : [
],
"specificationVersion" : 9,
"functions" : [
{
"inputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 128 × 500)",
"shortDescription" : "",
"shape" : "[1, 128, 500]",
"name" : "audios",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 1 × 65 × 65)",
"shortDescription" : "",
"shape" : "[1, 1, 65, 65]",
"name" : "attn_mask",
"type" : "MultiArray"
}
],
"computePrecision" : "Mixed (Float16, Int32)",
"storagePrecision" : "Mixed (Float16, Int8)",
"stateSchema" : [
],
"outputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 65 × 1024)",
"shortDescription" : "",
"shape" : "[65, 1024]",
"name" : "hidden",
"type" : "MultiArray"
}
],
"name" : "tower_5s",
"mlProgramOperationTypeHistogram" : {
"Ios18.linear" : 119,
"Ios18.conv" : 3,
"Ios18.expandDims" : 55,
"Ios18.matmul" : 36,
"Ios18.gelu" : 26,
"Ios16.constexprAffineDequantize" : 123,
"Ios18.add" : 59,
"Ios18.softmax" : 18,
"Ios18.sliceByIndex" : 1,
"Ios18.layerNorm" : 42,
"Ios18.transpose" : 75,
"Ios18.cast" : 2,
"Ios18.squeeze" : 18,
"Ios18.reshape" : 75,
"Ios18.mul" : 18
}
},
{
"inputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 128 × 1000)",
"shortDescription" : "",
"shape" : "[1, 128, 1000]",
"name" : "audios",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 1 × 130 × 130)",
"shortDescription" : "",
"shape" : "[1, 1, 130, 130]",
"name" : "attn_mask",
"type" : "MultiArray"
}
],
"computePrecision" : "Mixed (Float16, Int32)",
"storagePrecision" : "Mixed (Float16, Int8)",
"stateSchema" : [
],
"outputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 130 × 1024)",
"shortDescription" : "",
"shape" : "[130, 1024]",
"name" : "hidden",
"type" : "MultiArray"
}
],
"name" : "tower_10s",
"mlProgramOperationTypeHistogram" : {
"Ios18.linear" : 119,
"Ios18.conv" : 3,
"Ios18.expandDims" : 55,
"Ios18.matmul" : 36,
"Ios18.gelu" : 26,
"Ios16.constexprAffineDequantize" : 123,
"Ios18.add" : 59,
"Ios18.softmax" : 18,
"Ios18.sliceByIndex" : 1,
"Ios18.layerNorm" : 42,
"Ios18.transpose" : 75,
"Ios18.cast" : 2,
"Ios18.squeeze" : 18,
"Ios18.reshape" : 75,
"Ios18.mul" : 18
}
},
{
"inputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 128 × 3000)",
"shortDescription" : "",
"shape" : "[1, 128, 3000]",
"name" : "audios",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 1 × 390 × 390)",
"shortDescription" : "",
"shape" : "[1, 1, 390, 390]",
"name" : "attn_mask",
"type" : "MultiArray"
}
],
"computePrecision" : "Mixed (Float16, Int32)",
"storagePrecision" : "Mixed (Float16, Int8)",
"stateSchema" : [
],
"outputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 390 × 1024)",
"shortDescription" : "",
"shape" : "[390, 1024]",
"name" : "hidden",
"type" : "MultiArray"
}
],
"name" : "tower_30s",
"mlProgramOperationTypeHistogram" : {
"Ios18.linear" : 119,
"Ios18.conv" : 3,
"Ios18.expandDims" : 55,
"Ios18.matmul" : 36,
"Ios18.gelu" : 26,
"Ios16.constexprAffineDequantize" : 123,
"Ios18.add" : 59,
"Ios18.softmax" : 18,
"Ios18.sliceByIndex" : 1,
"Ios18.layerNorm" : 42,
"Ios18.transpose" : 75,
"Ios18.cast" : 2,
"Ios18.squeeze" : 18,
"Ios18.reshape" : 75,
"Ios18.mul" : 18
}
}
],
"mlProgramOperationTypeHistogram" : {
"Ios18.linear" : 119,
"Ios18.conv" : 3,
"Ios18.expandDims" : 55,
"Ios18.matmul" : 36,
"Ios18.gelu" : 26,
"Ios16.constexprAffineDequantize" : 123,
"Ios18.add" : 59,
"Ios18.softmax" : 18,
"Ios18.sliceByIndex" : 1,
"Ios18.layerNorm" : 42,
"Ios18.transpose" : 75,
"Ios18.cast" : 2,
"Ios18.squeeze" : 18,
"Ios18.reshape" : 75,
"Ios18.mul" : 18
},
"isUpdatable" : "0",
"stateSchema" : [
],
"availability" : {
"macOS" : "15.0",
"tvOS" : "18.0",
"visionOS" : "2.0",
"watchOS" : "11.0",
"iOS" : "18.0",
"macCatalyst" : "18.0"
},
"computePrecision" : "Mixed (Float16, Int32)",
"modelType" : {
"name" : "MLModelType_mlProgram"
},
"inputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 128 × 3000)",
"shortDescription" : "",
"shape" : "[1, 128, 3000]",
"name" : "audios",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float32",
"formattedType" : "MultiArray (Float32 1 × 1 × 390 × 390)",
"shortDescription" : "",
"shape" : "[1, 1, 390, 390]",
"name" : "attn_mask",
"type" : "MultiArray"
}
],
"defaultFunctionName" : "tower_30s",
"generatedClassName" : "audio_tower_multifunction_w8",
"userDefinedMetadata" : {
},
"method" : "predict"
}
]