Upload Date | December 08 2022 09:00 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.1.2 |
Model | iPhone 12 Pro |
Model ID | iPhone13,3 |
Motherboard | D53pAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.57 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
634
67.9 IPS |
|
Image Classification (F16)
|
100% |
575
61.6 IPS |
|
Image Classification (I8)
|
81% |
423
45.4 IPS |
|
Image Segmentation (F32)
|
100% |
941
5.81 IPS |
|
Image Segmentation (F16)
|
100% |
885
5.46 IPS |
|
Image Segmentation (I8)
|
89% |
1367
8.44 IPS |
|
Pose Estimation (F32)
|
100% |
339
1.37 IPS |
|
Pose Estimation (F16)
|
100% |
330
1.33 IPS |
|
Pose Estimation (I8)
|
80% |
414
1.67 IPS |
|
Object Detection (F32)
|
100% |
794
27.9 IPS |
|
Object Detection (F16)
|
100% |
800
28.1 IPS |
|
Object Detection (I8)
|
52% |
708
24.8 IPS |
|
Face Detection (F32)
|
100% |
999
11.5 IPS |
|
Face Detection (F16)
|
100% |
970
11.1 IPS |
|
Face Detection (I8)
|
75% |
808
9.28 IPS |
|
Text Classification (F32)
|
100% |
2013
796.2 IPS |
|
Text Classification (F16)
|
100% |
1812
716.8 IPS |
|
Machine Translation (F32)
|
100% |
1652
254.6 IPS |
|
Machine Translation (F16)
|
100% |
1677
258.4 IPS |