Upload Date | September 15 2021 09:25 AM |
Views | 1 |
System Information | |
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Operating System | iOS 14.7.1 |
Model | iPhone SE (2nd generation) |
Model ID | iPhone12,8 |
Motherboard | D79AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
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Size | 2.89 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1634
175.1 IPS |
|
Image Classification (F16)
|
100% |
1684
180.4 IPS |
|
Image Classification (I8)
|
81% |
449
48.1 IPS |
|
Image Segmentation (F32)
|
100% |
3461
21.4 IPS |
|
Image Segmentation (F16)
|
100% |
5427
33.5 IPS |
|
Image Segmentation (I8)
|
89% |
828
5.12 IPS |
|
Pose Estimation (F32)
|
100% |
1424
5.76 IPS |
|
Pose Estimation (F16)
|
100% |
4438
18.0 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.57 IPS |
|
Object Detection (F32)
|
100% |
1553
54.5 IPS |
|
Object Detection (F16)
|
99% |
1868
65.6 IPS |
|
Object Detection (I8)
|
52% |
628
22.0 IPS |
|
Face Detection (F32)
|
100% |
3638
41.8 IPS |
|
Face Detection (F16)
|
97% |
5186
59.6 IPS |
|
Face Detection (I8)
|
75% |
567
6.51 IPS |
|
Text Classification (F32)
|
100% |
988
390.7 IPS |
|
Text Classification (F16)
|
98% |
1232
487.1 IPS |
|
Machine Translation (F32)
|
100% |
1207
186.0 IPS |
|
Machine Translation (F16)
|
100% |
1196
184.4 IPS |