Upload Date | October 23 2021 10:21 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.1 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
553
59.3 IPS |
|
Image Classification (F16)
|
100% |
543
58.1 IPS |
|
Image Classification (I8)
|
81% |
314
33.6 IPS |
|
Image Segmentation (F32)
|
100% |
864
5.34 IPS |
|
Image Segmentation (F16)
|
100% |
845
5.22 IPS |
|
Image Segmentation (I8)
|
89% |
1100
6.79 IPS |
|
Pose Estimation (F32)
|
100% |
271
1.10 IPS |
|
Pose Estimation (F16)
|
100% |
266
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
323
1.31 IPS |
|
Object Detection (F32)
|
100% |
777
27.3 IPS |
|
Object Detection (F16)
|
100% |
774
27.2 IPS |
|
Object Detection (I8)
|
52% |
606
21.3 IPS |
|
Face Detection (F32)
|
100% |
900
10.3 IPS |
|
Face Detection (F16)
|
100% |
872
10.0 IPS |
|
Face Detection (I8)
|
75% |
703
8.08 IPS |
|
Text Classification (F32)
|
100% |
1892
748.2 IPS |
|
Text Classification (F16)
|
100% |
1927
762.4 IPS |
|
Machine Translation (F32)
|
100% |
1185
182.7 IPS |
|
Machine Translation (F16)
|
100% |
1210
186.5 IPS |