File size: 7,803 Bytes
e97e085
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
[
  {
    "metadataOutputVersion" : "3.0",
    "storagePrecision" : "Float16",
    "outputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 2048 × 8 × 8)",
        "shortDescription" : "",
        "shape" : "[1, 2048, 8, 8]",
        "name" : "new_x",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 64 × 1 × 512)",
        "shortDescription" : "",
        "shape" : "[1, 64, 1, 512]",
        "name" : "new_k_cache_0",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 512 × 1 × 64)",
        "shortDescription" : "",
        "shape" : "[1, 512, 1, 64]",
        "name" : "new_v_cache_0",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 64 × 1 × 512)",
        "shortDescription" : "",
        "shape" : "[1, 64, 1, 512]",
        "name" : "new_k_cache_1",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 512 × 1 × 64)",
        "shortDescription" : "",
        "shape" : "[1, 512, 1, 64]",
        "name" : "new_v_cache_1",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 64 × 1 × 512)",
        "shortDescription" : "",
        "shape" : "[1, 64, 1, 512]",
        "name" : "new_k_cache_2",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 512 × 1 × 64)",
        "shortDescription" : "",
        "shape" : "[1, 512, 1, 64]",
        "name" : "new_v_cache_2",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 64 × 1 × 512)",
        "shortDescription" : "",
        "shape" : "[1, 64, 1, 512]",
        "name" : "new_k_cache_3",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 512 × 1 × 64)",
        "shortDescription" : "",
        "shape" : "[1, 512, 1, 64]",
        "name" : "new_v_cache_3",
        "type" : "MultiArray"
      }
    ],
    "modelParameters" : [

    ],
    "specificationVersion" : 7,
    "mlProgramOperationTypeHistogram" : {
      "Concat" : 28,
      "Ios16.mul" : 172,
      "SliceByIndex" : 208,
      "Transpose" : 4,
      "Ios16.einsum" : 256,
      "Ios16.conv" : 28,
      "Ios16.add" : 144,
      "Ios16.realDiv" : 8,
      "Ios16.softmax" : 128,
      "Ios16.reduceL2Norm" : 8,
      "Ios16.reshape" : 28,
      "Ios16.silu" : 4
    },
    "computePrecision" : "Mixed (Float16, Int32)",
    "isUpdatable" : "0",
    "availability" : {
      "macOS" : "13.0",
      "tvOS" : "16.0",
      "visionOS" : "1.0",
      "watchOS" : "9.0",
      "iOS" : "16.0",
      "macCatalyst" : "16.0"
    },
    "modelType" : {
      "name" : "MLModelType_mlProgram"
    },
    "userDefinedMetadata" : {
      "com.github.apple.coremltools.source_dialect" : "TorchScript",
      "com.github.apple.coremltools.source" : "torch==2.1.0",
      "com.github.apple.coremltools.version" : "8.0b1"
    },
    "inputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 2048 × 8 × 8)",
        "shortDescription" : "",
        "shape" : "[1, 2048, 8, 8]",
        "name" : "x",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 64 × 64)",
        "shortDescription" : "",
        "shape" : "[64, 64]",
        "name" : "cos",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 64 × 64)",
        "shortDescription" : "",
        "shape" : "[64, 64]",
        "name" : "sin",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 512 × 1 × 64)",
        "shortDescription" : "",
        "shape" : "[1, 512, 1, 64]",
        "name" : "mask",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "1",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 448 × 1 × 512)?",
        "shortDescription" : "",
        "shape" : "[1, 448, 1, 512]",
        "name" : "k_cache_0",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "1",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 512 × 1 × 448)?",
        "shortDescription" : "",
        "shape" : "[1, 512, 1, 448]",
        "name" : "v_cache_0",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "1",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 448 × 1 × 512)?",
        "shortDescription" : "",
        "shape" : "[1, 448, 1, 512]",
        "name" : "k_cache_1",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "1",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 512 × 1 × 448)?",
        "shortDescription" : "",
        "shape" : "[1, 512, 1, 448]",
        "name" : "v_cache_1",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "1",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 448 × 1 × 512)?",
        "shortDescription" : "",
        "shape" : "[1, 448, 1, 512]",
        "name" : "k_cache_2",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "1",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 512 × 1 × 448)?",
        "shortDescription" : "",
        "shape" : "[1, 512, 1, 448]",
        "name" : "v_cache_2",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "1",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 448 × 1 × 512)?",
        "shortDescription" : "",
        "shape" : "[1, 448, 1, 512]",
        "name" : "k_cache_3",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "1",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 512 × 1 × 448)?",
        "shortDescription" : "",
        "shape" : "[1, 512, 1, 448]",
        "name" : "v_cache_3",
        "type" : "MultiArray"
      }
    ],
    "generatedClassName" : "Llama_3_2_1B_Instruct_2024_10_10_23_56_41_chunk2",
    "method" : "predict"
  }
]