Upload Date | May 16 2023 08:55 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
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% |
546
58.5 IPS |
|
Image Classification (F16)
|
100% |
530
56.8 IPS |
|
Image Classification (I8)
|
81% |
314
33.7 IPS |
|
Image Segmentation (F32)
|
100% |
843
5.21 IPS |
|
Image Segmentation (F16)
|
100% |
814
5.03 IPS |
|
Image Segmentation (I8)
|
89% |
1079
6.67 IPS |
|
Pose Estimation (F32)
|
100% |
258
1.04 IPS |
|
Pose Estimation (F16)
|
100% |
83
0.34 IPS |
|
Pose Estimation (I8)
|
80% |
223
0.90 IPS |
|
Object Detection (F32)
|
100% |
780
27.4 IPS |
|
Object Detection (F16)
|
100% |
766
26.9 IPS |
|
Object Detection (I8)
|
52% |
594
20.9 IPS |
|
Face Detection (F32)
|
100% |
860
9.88 IPS |
|
Face Detection (F16)
|
100% |
884
10.2 IPS |
|
Face Detection (I8)
|
75% |
686
7.88 IPS |
|
Text Classification (F32)
|
100% |
1828
723.1 IPS |
|
Text Classification (F16)
|
100% |
1760
696.1 IPS |
|
Machine Translation (F32)
|
100% |
1185
182.6 IPS |
|
Machine Translation (F16)
|
100% |
1181
181.9 IPS |