Upload Date | October 23 2021 02:48 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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 | 5.60 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
650
69.7 IPS |
|
Image Classification (F16)
|
100% |
613
65.7 IPS |
|
Image Classification (I8)
|
81% |
416
44.6 IPS |
|
Image Segmentation (F32)
|
100% |
924
5.71 IPS |
|
Image Segmentation (F16)
|
100% |
875
5.40 IPS |
|
Image Segmentation (I8)
|
89% |
1353
8.35 IPS |
|
Pose Estimation (F32)
|
100% |
342
1.38 IPS |
|
Pose Estimation (F16)
|
100% |
334
1.35 IPS |
|
Pose Estimation (I8)
|
80% |
419
1.69 IPS |
|
Object Detection (F32)
|
100% |
819
28.7 IPS |
|
Object Detection (F16)
|
100% |
815
28.6 IPS |
|
Object Detection (I8)
|
52% |
737
25.9 IPS |
|
Face Detection (F32)
|
100% |
1012
11.6 IPS |
|
Face Detection (F16)
|
100% |
1001
11.5 IPS |
|
Face Detection (I8)
|
75% |
791
9.09 IPS |
|
Text Classification (F32)
|
100% |
2253
891.2 IPS |
|
Text Classification (F16)
|
100% |
2328
920.9 IPS |
|
Machine Translation (F32)
|
100% |
1692
260.8 IPS |
|
Machine Translation (F16)
|
100% |
1675
258.2 IPS |