Upload Date | September 28 2021 09:07 PM |
Views | 5 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
Model | iPhone SE (2nd generation) |
Model ID | iPhone12,8 |
Motherboard | D79AP |
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 | 2.89 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
512
54.9 IPS |
|
Image Classification (F16)
|
100% |
516
55.3 IPS |
|
Image Classification (I8)
|
81% |
337
36.1 IPS |
|
Image Segmentation (F32)
|
100% |
783
4.84 IPS |
|
Image Segmentation (F16)
|
100% |
770
4.76 IPS |
|
Image Segmentation (I8)
|
89% |
1008
6.22 IPS |
|
Pose Estimation (F32)
|
100% |
113
0.46 IPS |
|
Pose Estimation (F16)
|
100% |
172
0.70 IPS |
|
Pose Estimation (I8)
|
80% |
321
1.30 IPS |
|
Object Detection (F32)
|
100% |
724
25.4 IPS |
|
Object Detection (F16)
|
100% |
721
25.3 IPS |
|
Object Detection (I8)
|
52% |
443
15.5 IPS |
|
Face Detection (F32)
|
100% |
843
9.69 IPS |
|
Face Detection (F16)
|
100% |
799
9.18 IPS |
|
Face Detection (I8)
|
75% |
686
7.88 IPS |
|
Text Classification (F32)
|
100% |
1748
691.3 IPS |
|
Text Classification (F16)
|
100% |
1751
692.6 IPS |
|
Machine Translation (F32)
|
100% |
1001
154.2 IPS |
|
Machine Translation (F16)
|
100% |
997
153.7 IPS |