Upload Date | May 11 2021 01:25 PM |
Views | 99 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 11 Pro |
Model ID | iPhone12,3 |
Motherboard | D421AP |
CPU Information | |
---|---|
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% |
545
58.4 IPS |
|
Image Classification (I8)
|
81% |
330
35.3 IPS |
|
Image Segmentation (F32)
|
100% |
890
5.49 IPS |
|
Image Segmentation (F16)
|
100% |
876
5.41 IPS |
|
Image Segmentation (I8)
|
89% |
1124
6.95 IPS |
|
Pose Estimation (F32)
|
100% |
253
1.02 IPS |
|
Pose Estimation (F16)
|
100% |
250
1.01 IPS |
|
Pose Estimation (I8)
|
80% |
338
1.37 IPS |
|
Object Detection (F32)
|
100% |
611
21.4 IPS |
|
Object Detection (F16)
|
100% |
622
21.8 IPS |
|
Object Detection (I8)
|
52% |
507
17.8 IPS |
|
Face Detection (F32)
|
100% |
993
11.4 IPS |
|
Face Detection (F16)
|
100% |
986
11.3 IPS |
|
Face Detection (I8)
|
75% |
716
8.23 IPS |
|
Text Classification (F32)
|
100% |
2000
790.9 IPS |
|
Text Classification (F16)
|
100% |
2000
790.8 IPS |
|
Machine Translation (F32)
|
100% |
1208
186.1 IPS |
|
Machine Translation (F16)
|
100% |
1210
186.4 IPS |