Upload Date | May 17 2022 12:22 PM |
Views | 2 |
System Information | |
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Operating System | iOS 15.4.1 |
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 | |
---|---|
Size | 1.94 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
168
18.0 IPS |
|
Image Classification (F16)
|
100% |
166
17.8 IPS |
|
Image Classification (I8)
|
81% |
353
37.8 IPS |
|
Image Segmentation (F32)
|
100% |
302
1.87 IPS |
|
Image Segmentation (F16)
|
100% |
301
1.86 IPS |
|
Image Segmentation (I8)
|
89% |
672
4.15 IPS |
|
Pose Estimation (F32)
|
100% |
113
0.46 IPS |
|
Pose Estimation (F16)
|
100% |
113
0.46 IPS |
|
Pose Estimation (I8)
|
80% |
141
0.57 IPS |
|
Object Detection (F32)
|
100% |
284
9.96 IPS |
|
Object Detection (F16)
|
100% |
289
10.2 IPS |
|
Object Detection (I8)
|
52% |
510
17.9 IPS |
|
Face Detection (F32)
|
100% |
353
4.06 IPS |
|
Face Detection (F16)
|
100% |
354
4.07 IPS |
|
Face Detection (I8)
|
75% |
498
5.72 IPS |
|
Text Classification (F32)
|
100% |
242
95.9 IPS |
|
Text Classification (F16)
|
100% |
211
83.3 IPS |
|
Machine Translation (F32)
|
100% |
215
33.1 IPS |
|
Machine Translation (F16)
|
100% |
217
33.4 IPS |