| [ |
| { |
| "metadataOutputVersion" : "3.0", |
| "storagePrecision" : "Float32", |
| "outputSchema" : [ |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 1 × 1 × 6)", |
| "shortDescription" : "", |
| "shape" : "[1, 1, 6]", |
| "name" : "full_logits", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 4 × 1 × 4 × 64 × 64)", |
| "shortDescription" : "", |
| "shape" : "[4, 1, 4, 64, 64]", |
| "name" : "enc_ret_kv_out", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 4 × 1 × 4)", |
| "shortDescription" : "", |
| "shape" : "[4, 1, 4]", |
| "name" : "enc_ret_scale_out", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 4 × 1 × 15 × 256)", |
| "shortDescription" : "", |
| "shape" : "[4, 1, 15, 256]", |
| "name" : "enc_conv_cache_out", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 6 × 4 × 64 × 64)", |
| "shortDescription" : "", |
| "shape" : "[2, 6, 4, 64, 64]", |
| "name" : "dec_ret_kv_out", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 6 × 4)", |
| "shortDescription" : "", |
| "shape" : "[2, 6, 4]", |
| "name" : "dec_ret_scale_out", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 1 × 19 × 256)", |
| "shortDescription" : "", |
| "shape" : "[1, 19, 256]", |
| "name" : "top_buffer_out", |
| "type" : "MultiArray" |
| } |
| ], |
| "modelParameters" : [ |
|
|
| ], |
| "specificationVersion" : 9, |
| "mlProgramOperationTypeHistogram" : { |
| "Ios18.expandDims" : 29, |
| "Ios18.mul" : 60, |
| "Ios18.softmax" : 2, |
| "Ios18.matmul" : 5, |
| "Ios18.realDiv" : 14, |
| "Ios18.sigmoid" : 4, |
| "Split" : 4, |
| "Tile" : 1, |
| "Ios18.add" : 48, |
| "Ios16.reduceSum" : 6, |
| "Ios18.layerNorm" : 33, |
| "Ios18.reshape" : 44, |
| "Ios18.maximum" : 2, |
| "Ios18.linear" : 60, |
| "Ios18.conv" : 13, |
| "Ios18.concat" : 6, |
| "Ios18.sub" : 14, |
| "Ios18.silu" : 18, |
| "Ios18.transpose" : 42, |
| "Ios18.sqrt" : 12, |
| "Ios18.relu" : 2, |
| "Stack" : 5, |
| "Ios18.sliceByIndex" : 21, |
| "Ios18.squeeze" : 1, |
| "Ios16.reduceL2Norm" : 2 |
| }, |
| "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.source_dialect" : "TorchScript", |
| "com.github.apple.coremltools.source" : "torch==1.13.0", |
| "com.github.apple.coremltools.version" : "8.3.0" |
| }, |
| "inputSchema" : [ |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 1 × 1 × 345)", |
| "shortDescription" : "", |
| "shape" : "[1, 1, 345]", |
| "name" : "frame", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 4 × 1 × 4 × 64 × 64)", |
| "shortDescription" : "", |
| "shape" : "[4, 1, 4, 64, 64]", |
| "name" : "enc_ret_kv", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 4 × 1 × 4)", |
| "shortDescription" : "", |
| "shape" : "[4, 1, 4]", |
| "name" : "enc_ret_scale", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 4 × 1 × 15 × 256)", |
| "shortDescription" : "", |
| "shape" : "[4, 1, 15, 256]", |
| "name" : "enc_conv_cache", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 6 × 4 × 64 × 64)", |
| "shortDescription" : "", |
| "shape" : "[2, 6, 4, 64, 64]", |
| "name" : "dec_ret_kv", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 2 × 6 × 4)", |
| "shortDescription" : "", |
| "shape" : "[2, 6, 4]", |
| "name" : "dec_ret_scale", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 1 × 19 × 256)", |
| "shortDescription" : "", |
| "shape" : "[1, 19, 256]", |
| "name" : "top_buffer", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 1)", |
| "shortDescription" : "", |
| "shape" : "[1]", |
| "name" : "ingest", |
| "type" : "MultiArray" |
| }, |
| { |
| "hasShapeFlexibility" : "0", |
| "isOptional" : "0", |
| "dataType" : "Float32", |
| "formattedType" : "MultiArray (Float32 1)", |
| "shortDescription" : "", |
| "shape" : "[1]", |
| "name" : "decode", |
| "type" : "MultiArray" |
| } |
| ], |
| "generatedClassName" : "ls_eend_ami_step", |
| "method" : "predict" |
| } |
| ] |