Upload Date | September 17 2021 12:18 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
Model | iPhone 7 Plus |
Model ID | iPhone9,4 |
Motherboard | D111AP |
CPU Information | |
---|---|
Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
279
29.9 IPS |
|
Image Classification (F16)
|
100% |
274
29.4 IPS |
|
Image Classification (I8)
|
81% |
482
51.7 IPS |
|
Image Segmentation (F32)
|
100% |
489
3.02 IPS |
|
Image Segmentation (F16)
|
100% |
468
2.89 IPS |
|
Image Segmentation (I8)
|
89% |
873
5.39 IPS |
|
Pose Estimation (F32)
|
100% |
141
0.57 IPS |
|
Pose Estimation (F16)
|
100% |
141
0.57 IPS |
|
Pose Estimation (I8)
|
80% |
180
0.73 IPS |
|
Object Detection (F32)
|
100% |
376
13.2 IPS |
|
Object Detection (F16)
|
100% |
414
14.5 IPS |
|
Object Detection (I8)
|
52% |
640
22.5 IPS |
|
Face Detection (F32)
|
100% |
521
5.98 IPS |
|
Face Detection (F16)
|
100% |
504
5.79 IPS |
|
Face Detection (I8)
|
75% |
556
6.38 IPS |
|
Text Classification (F32)
|
100% |
497
196.6 IPS |
|
Text Classification (F16)
|
100% |
438
173.4 IPS |
|
Machine Translation (F32)
|
100% |
521
80.3 IPS |
|
Machine Translation (F16)
|
100% |
586
90.3 IPS |