Upload Date | December 05 2024 10:46 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.8.3 |
Model | iPad Air 2 |
Model ID | iPad5,3 |
Motherboard | J81AP |
CPU Information | |
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Name | Apple A8X |
Topology | 1 Processor, 3 Cores |
Identifier | ARM |
Base Frequency | 1.50 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
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Size | 1.94 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
145
15.5 IPS |
|
Image Classification (F16)
|
100% |
143
15.3 IPS |
|
Image Classification (I8)
|
81% |
149
16.0 IPS |
|
Image Segmentation (F32)
|
100% |
221
1.37 IPS |
|
Image Segmentation (F16)
|
100% |
222
1.37 IPS |
|
Image Segmentation (I8)
|
89% |
278
1.71 IPS |
|
Pose Estimation (F32)
|
100% |
68
0.28 IPS |
|
Pose Estimation (F16)
|
100% |
68
0.28 IPS |
|
Pose Estimation (I8)
|
80% |
52
0.21 IPS |
|
Object Detection (F32)
|
100% |
228
7.99 IPS |
|
Object Detection (F16)
|
100% |
231
8.10 IPS |
|
Object Detection (I8)
|
52% |
212
7.43 IPS |
|
Face Detection (F32)
|
100% |
246
2.82 IPS |
|
Face Detection (F16)
|
100% |
242
2.78 IPS |
|
Face Detection (I8)
|
75% |
206
2.37 IPS |
|
Text Classification (F32)
|
98% |
76
29.9 IPS |
|
Text Classification (F16)
|
98% |
75
29.7 IPS |
|
Machine Translation (F32)
|
100% |
213
32.8 IPS |
|
Machine Translation (F16)
|
100% |
211
32.5 IPS |