Upload Date | June 15 2021 02:50 PM |
Views | 1 |
System Information | |
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Operating System | iOS 14.6 |
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% |
551
59.1 IPS |
|
Image Classification (F16)
|
100% |
542
58.1 IPS |
|
Image Classification (I8)
|
81% |
339
36.3 IPS |
|
Image Segmentation (F32)
|
100% |
873
5.39 IPS |
|
Image Segmentation (F16)
|
100% |
850
5.25 IPS |
|
Image Segmentation (I8)
|
89% |
1118
6.90 IPS |
|
Pose Estimation (F32)
|
100% |
274
1.11 IPS |
|
Pose Estimation (F16)
|
100% |
103
0.42 IPS |
|
Pose Estimation (I8)
|
80% |
288
1.16 IPS |
|
Object Detection (F32)
|
100% |
791
27.8 IPS |
|
Object Detection (F16)
|
100% |
782
27.4 IPS |
|
Object Detection (I8)
|
52% |
615
21.6 IPS |
|
Face Detection (F32)
|
100% |
896
10.3 IPS |
|
Face Detection (F16)
|
100% |
916
10.5 IPS |
|
Face Detection (I8)
|
75% |
710
8.16 IPS |
|
Text Classification (F32)
|
100% |
2013
796.0 IPS |
|
Text Classification (F16)
|
100% |
2002
791.7 IPS |
|
Machine Translation (F32)
|
100% |
1189
183.3 IPS |
|
Machine Translation (F16)
|
100% |
1207
186.0 IPS |