Upload Date | May 11 2021 12:20 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
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 | |
---|---|
Size | 2.89 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
555
59.5 IPS |
|
Image Classification (F16)
|
100% |
543
58.2 IPS |
|
Image Classification (I8)
|
81% |
337
36.1 IPS |
|
Image Segmentation (F32)
|
100% |
880
5.43 IPS |
|
Image Segmentation (F16)
|
100% |
857
5.29 IPS |
|
Image Segmentation (I8)
|
89% |
1113
6.88 IPS |
|
Pose Estimation (F32)
|
100% |
276
1.12 IPS |
|
Pose Estimation (F16)
|
100% |
270
1.09 IPS |
|
Pose Estimation (I8)
|
80% |
336
1.36 IPS |
|
Object Detection (F32)
|
100% |
494
17.3 IPS |
|
Object Detection (F16)
|
100% |
601
21.1 IPS |
|
Object Detection (I8)
|
52% |
497
17.4 IPS |
|
Face Detection (F32)
|
100% |
784
9.01 IPS |
|
Face Detection (F16)
|
100% |
887
10.2 IPS |
|
Face Detection (I8)
|
75% |
707
8.12 IPS |
|
Text Classification (F32)
|
100% |
2016
797.5 IPS |
|
Text Classification (F16)
|
100% |
2025
800.9 IPS |
|
Machine Translation (F32)
|
100% |
1204
185.5 IPS |
|
Machine Translation (F16)
|
100% |
1201
185.2 IPS |