Upload Date | October 24 2021 01:36 AM |
Views | 2 |
System Information | |
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Operating System | iOS 15.0.2 |
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% |
549
58.9 IPS |
|
Image Classification (F16)
|
100% |
532
57.0 IPS |
|
Image Classification (I8)
|
81% |
310
33.2 IPS |
|
Image Segmentation (F32)
|
100% |
861
5.32 IPS |
|
Image Segmentation (F16)
|
100% |
836
5.16 IPS |
|
Image Segmentation (I8)
|
89% |
1089
6.73 IPS |
|
Pose Estimation (F32)
|
100% |
268
1.08 IPS |
|
Pose Estimation (F16)
|
100% |
112
0.45 IPS |
|
Pose Estimation (I8)
|
80% |
302
1.22 IPS |
|
Object Detection (F32)
|
100% |
786
27.6 IPS |
|
Object Detection (F16)
|
100% |
778
27.3 IPS |
|
Object Detection (I8)
|
52% |
614
21.5 IPS |
|
Face Detection (F32)
|
100% |
868
9.98 IPS |
|
Face Detection (F16)
|
100% |
891
10.2 IPS |
|
Face Detection (I8)
|
75% |
711
8.17 IPS |
|
Text Classification (F32)
|
100% |
1999
790.8 IPS |
|
Text Classification (F16)
|
100% |
1909
755.0 IPS |
|
Machine Translation (F32)
|
100% |
1187
182.9 IPS |
|
Machine Translation (F16)
|
100% |
1181
182.1 IPS |