Upload Date | June 11 2021 04:55 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.4.2 |
Model | iPhone 11 Pro |
Model ID | iPhone12,3 |
Motherboard | D421AP |
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 | 3.69 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
555
59.5 IPS |
|
Image Classification (F16)
|
100% |
544
58.3 IPS |
|
Image Classification (I8)
|
81% |
328
35.1 IPS |
|
Image Segmentation (F32)
|
100% |
867
5.36 IPS |
|
Image Segmentation (F16)
|
100% |
854
5.27 IPS |
|
Image Segmentation (I8)
|
89% |
1119
6.91 IPS |
|
Pose Estimation (F32)
|
100% |
278
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
270
1.09 IPS |
|
Pose Estimation (I8)
|
80% |
283
1.15 IPS |
|
Object Detection (F32)
|
100% |
785
27.6 IPS |
|
Object Detection (F16)
|
100% |
782
27.4 IPS |
|
Object Detection (I8)
|
52% |
606
21.3 IPS |
|
Face Detection (F32)
|
100% |
901
10.4 IPS |
|
Face Detection (F16)
|
100% |
924
10.6 IPS |
|
Face Detection (I8)
|
75% |
707
8.12 IPS |
|
Text Classification (F32)
|
100% |
1980
783.2 IPS |
|
Text Classification (F16)
|
100% |
1982
783.8 IPS |
|
Machine Translation (F32)
|
100% |
1211
186.6 IPS |
|
Machine Translation (F16)
|
100% |
1208
186.2 IPS |