Upload Date | October 21 2021 07:10 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.1 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
387
41.4 IPS |
|
Image Classification (F16)
|
100% |
385
41.2 IPS |
|
Image Classification (I8)
|
81% |
794
85.1 IPS |
|
Image Segmentation (F32)
|
100% |
490
3.03 IPS |
|
Image Segmentation (F16)
|
100% |
481
2.97 IPS |
|
Image Segmentation (I8)
|
89% |
1227
7.58 IPS |
|
Pose Estimation (F32)
|
100% |
235
0.95 IPS |
|
Pose Estimation (F16)
|
100% |
260
1.05 IPS |
|
Pose Estimation (I8)
|
80% |
354
1.43 IPS |
|
Object Detection (F32)
|
100% |
533
18.7 IPS |
|
Object Detection (F16)
|
100% |
541
19.0 IPS |
|
Object Detection (I8)
|
52% |
906
31.8 IPS |
|
Face Detection (F32)
|
100% |
664
7.63 IPS |
|
Face Detection (F16)
|
100% |
638
7.34 IPS |
|
Face Detection (I8)
|
75% |
856
9.83 IPS |
|
Text Classification (F32)
|
100% |
576
227.8 IPS |
|
Text Classification (F16)
|
100% |
1244
492.2 IPS |
|
Machine Translation (F32)
|
100% |
790
121.7 IPS |
|
Machine Translation (F16)
|
100% |
849
130.8 IPS |