Upload Date | October 21 2021 07:29 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.0.2 |
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 | |
---|---|
Size | 2.89 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
437
46.8 IPS |
|
Image Classification (F16)
|
100% |
444
47.6 IPS |
|
Image Classification (I8)
|
81% |
305
32.7 IPS |
|
Image Segmentation (F32)
|
100% |
861
5.32 IPS |
|
Image Segmentation (F16)
|
100% |
837
5.17 IPS |
|
Image Segmentation (I8)
|
89% |
1086
6.71 IPS |
|
Pose Estimation (F32)
|
100% |
106
0.43 IPS |
|
Pose Estimation (F16)
|
100% |
172
0.69 IPS |
|
Pose Estimation (I8)
|
80% |
326
1.32 IPS |
|
Object Detection (F32)
|
100% |
789
27.7 IPS |
|
Object Detection (F16)
|
100% |
780
27.4 IPS |
|
Object Detection (I8)
|
52% |
597
21.0 IPS |
|
Face Detection (F32)
|
100% |
946
10.9 IPS |
|
Face Detection (F16)
|
100% |
954
11.0 IPS |
|
Face Detection (I8)
|
75% |
715
8.22 IPS |
|
Text Classification (F32)
|
100% |
1944
768.7 IPS |
|
Text Classification (F16)
|
100% |
1848
730.8 IPS |
|
Machine Translation (F32)
|
100% |
1227
189.1 IPS |
|
Machine Translation (F16)
|
100% |
1212
186.7 IPS |