Upload Date | May 14 2022 08:29 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.4.1 |
Model | iPad Air 2 |
Model ID | iPad5,4 |
Motherboard | J82AP |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
166
17.8 IPS |
|
Image Classification (F16)
|
100% |
166
17.8 IPS |
|
Image Classification (I8)
|
81% |
348
37.3 IPS |
|
Image Segmentation (F32)
|
100% |
301
1.86 IPS |
|
Image Segmentation (F16)
|
100% |
300
1.85 IPS |
|
Image Segmentation (I8)
|
89% |
681
4.20 IPS |
|
Pose Estimation (F32)
|
100% |
112
0.45 IPS |
|
Pose Estimation (F16)
|
100% |
107
0.43 IPS |
|
Pose Estimation (I8)
|
80% |
122
0.49 IPS |
|
Object Detection (F32)
|
100% |
244
8.56 IPS |
|
Object Detection (F16)
|
100% |
244
8.56 IPS |
|
Object Detection (I8)
|
52% |
421
14.8 IPS |
|
Face Detection (F32)
|
100% |
305
3.50 IPS |
|
Face Detection (F16)
|
100% |
299
3.44 IPS |
|
Face Detection (I8)
|
75% |
402
4.62 IPS |
|
Text Classification (F32)
|
100% |
181
71.6 IPS |
|
Text Classification (F16)
|
100% |
185
73.1 IPS |
|
Machine Translation (F32)
|
100% |
187
28.8 IPS |
|
Machine Translation (F16)
|
100% |
192
29.5 IPS |