File size: 1,933 Bytes
9316fea
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
[
  {
    "metadataOutputVersion" : "3.0",
    "storagePrecision" : "Mixed (Float16, Palettized (4 bits))",
    "outputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 1280 × 1 × 1500)",
        "shortDescription" : "",
        "shape" : "[1, 1280, 1, 1500]",
        "name" : "encoder_output_embeds",
        "type" : "MultiArray"
      }
    ],
    "modelParameters" : [

    ],
    "specificationVersion" : 8,
    "mlProgramOperationTypeHistogram" : {
      "Ios17.mul" : 162,
      "Ios17.rsqrt" : 65,
      "Ios16.constexprLutToDense" : 192,
      "Ios17.conv" : 578,
      "Ios17.matmul" : 64,
      "Ios17.sub" : 65,
      "Ios17.add" : 322,
      "Ios16.reduceMean" : 130,
      "Ios17.batchNorm" : 65,
      "Ios16.softmax" : 32,
      "Ios16.gelu" : 34,
      "Ios17.reshape" : 128
    },
    "computePrecision" : "Mixed (Float16, Float32, Int32)",
    "isUpdatable" : "0",
    "availability" : {
      "macOS" : "14.0",
      "tvOS" : "17.0",
      "visionOS" : "1.0",
      "watchOS" : "10.0",
      "iOS" : "17.0",
      "macCatalyst" : "17.0"
    },
    "modelType" : {
      "name" : "MLModelType_mlProgram"
    },
    "userDefinedMetadata" : {
      "com.github.apple.coremltools.source_dialect" : "TorchScript",
      "com.github.apple.coremltools.source" : "torch==2.2.0",
      "com.github.apple.coremltools.version" : "7.1"
    },
    "inputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 128 × 1 × 3000)",
        "shortDescription" : "",
        "shape" : "[1, 128, 1, 3000]",
        "name" : "melspectrogram_features",
        "type" : "MultiArray"
      }
    ],
    "generatedClassName" : "AudioEncoder_mixedBitPalettized_4_0_bit",
    "method" : "predict"
  }
]