Upload Date | July 22 2021 09:38 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.0 |
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% |
558
59.7 IPS |
|
Image Classification (F16)
|
100% |
546
58.5 IPS |
|
Image Classification (I8)
|
81% |
328
35.2 IPS |
|
Image Segmentation (F32)
|
100% |
877
5.42 IPS |
|
Image Segmentation (F16)
|
100% |
858
5.30 IPS |
|
Image Segmentation (I8)
|
89% |
1111
6.87 IPS |
|
Pose Estimation (F32)
|
100% |
278
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
271
1.10 IPS |
|
Pose Estimation (I8)
|
80% |
335
1.36 IPS |
|
Object Detection (F32)
|
100% |
757
26.6 IPS |
|
Object Detection (F16)
|
100% |
403
14.2 IPS |
|
Object Detection (I8)
|
52% |
668
23.5 IPS |
|
Face Detection (F32)
|
100% |
730
8.39 IPS |
|
Face Detection (F16)
|
100% |
857
9.84 IPS |
|
Face Detection (I8)
|
75% |
698
8.02 IPS |
|
Text Classification (F32)
|
100% |
1999
790.6 IPS |
|
Text Classification (F16)
|
100% |
1966
777.8 IPS |
|
Machine Translation (F32)
|
100% |
1207
186.0 IPS |
|
Machine Translation (F16)
|
100% |
1204
185.5 IPS |