Upload Date | June 13 2021 01:29 AM |
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% |
552
59.1 IPS |
|
Image Classification (F16)
|
100% |
542
58.1 IPS |
|
Image Classification (I8)
|
81% |
337
36.1 IPS |
|
Image Segmentation (F32)
|
100% |
871
5.38 IPS |
|
Image Segmentation (F16)
|
100% |
845
5.22 IPS |
|
Image Segmentation (I8)
|
89% |
1124
6.95 IPS |
|
Pose Estimation (F32)
|
100% |
274
1.11 IPS |
|
Pose Estimation (F16)
|
100% |
270
1.09 IPS |
|
Pose Estimation (I8)
|
80% |
173
0.70 IPS |
|
Object Detection (F32)
|
100% |
771
27.1 IPS |
|
Object Detection (F16)
|
100% |
783
27.5 IPS |
|
Object Detection (I8)
|
52% |
608
21.3 IPS |
|
Face Detection (F32)
|
100% |
856
9.84 IPS |
|
Face Detection (F16)
|
100% |
868
9.97 IPS |
|
Face Detection (I8)
|
75% |
707
8.12 IPS |
|
Text Classification (F32)
|
100% |
2026
801.4 IPS |
|
Text Classification (F16)
|
100% |
2020
798.8 IPS |
|
Machine Translation (F32)
|
100% |
1190
183.4 IPS |
|
Machine Translation (F16)
|
100% |
1200
184.9 IPS |