Upload Date | May 15 2022 08:43 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.4.1 |
Model | iPad Air (4th generation) |
Model ID | iPad13,1 |
Motherboard | J307AP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
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Size | 3.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2349
251.7 IPS |
|
Image Classification (F16)
|
100% |
3570
382.5 IPS |
|
Image Classification (I8)
|
81% |
643
68.9 IPS |
|
Image Segmentation (F32)
|
100% |
4552
28.1 IPS |
|
Image Segmentation (F16)
|
100% |
7625
47.1 IPS |
|
Image Segmentation (I8)
|
89% |
1175
7.25 IPS |
|
Pose Estimation (F32)
|
100% |
1428
5.78 IPS |
|
Pose Estimation (F16)
|
100% |
4724
19.1 IPS |
|
Pose Estimation (I8)
|
80% |
224
0.91 IPS |
|
Object Detection (F32)
|
100% |
3040
106.7 IPS |
|
Object Detection (F16)
|
99% |
3282
115.2 IPS |
|
Object Detection (I8)
|
52% |
918
32.2 IPS |
|
Face Detection (F32)
|
100% |
3934
45.2 IPS |
|
Face Detection (F16)
|
97% |
7973
91.6 IPS |
|
Face Detection (I8)
|
75% |
899
10.3 IPS |
|
Text Classification (F32)
|
100% |
1282
506.9 IPS |
|
Text Classification (F16)
|
98% |
1203
475.7 IPS |
|
Machine Translation (F32)
|
100% |
1687
260.0 IPS |
|
Machine Translation (F16)
|
100% |
1673
257.8 IPS |