Upload Date | May 11 2021 12:20 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
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% |
556
59.6 IPS |
|
Image Classification (F16)
|
100% |
550
59.0 IPS |
|
Image Classification (I8)
|
81% |
321
34.4 IPS |
|
Image Segmentation (F32)
|
100% |
885
5.47 IPS |
|
Image Segmentation (F16)
|
100% |
879
5.43 IPS |
|
Image Segmentation (I8)
|
89% |
1129
6.97 IPS |
|
Pose Estimation (F32)
|
100% |
289
1.17 IPS |
|
Pose Estimation (F16)
|
100% |
280
1.13 IPS |
|
Pose Estimation (I8)
|
80% |
296
1.20 IPS |
|
Object Detection (F32)
|
100% |
619
21.7 IPS |
|
Object Detection (F16)
|
100% |
618
21.7 IPS |
|
Object Detection (I8)
|
52% |
505
17.7 IPS |
|
Face Detection (F32)
|
100% |
950
10.9 IPS |
|
Face Detection (F16)
|
100% |
989
11.4 IPS |
|
Face Detection (I8)
|
75% |
721
8.29 IPS |
|
Text Classification (F32)
|
100% |
2015
797.2 IPS |
|
Text Classification (F16)
|
100% |
1961
775.7 IPS |
|
Machine Translation (F32)
|
100% |
1207
186.0 IPS |
|
Machine Translation (F16)
|
100% |
1209
186.3 IPS |