Upload Date | May 17 2022 11:35 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.5 |
Model | iPhone 8 |
Model ID | iPhone10,4 |
Motherboard | D201AP |
CPU Information | |
---|---|
Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
364
39.0 IPS |
|
Image Classification (F16)
|
100% |
362
38.8 IPS |
|
Image Classification (I8)
|
81% |
289
31.0 IPS |
|
Image Segmentation (F32)
|
100% |
607
3.75 IPS |
|
Image Segmentation (F16)
|
100% |
595
3.67 IPS |
|
Image Segmentation (I8)
|
89% |
803
4.96 IPS |
|
Pose Estimation (F32)
|
100% |
196
0.79 IPS |
|
Pose Estimation (F16)
|
100% |
171
0.69 IPS |
|
Pose Estimation (I8)
|
80% |
193
0.78 IPS |
|
Object Detection (F32)
|
100% |
443
15.6 IPS |
|
Object Detection (F16)
|
100% |
517
18.1 IPS |
|
Object Detection (I8)
|
52% |
492
17.3 IPS |
|
Face Detection (F32)
|
100% |
656
7.54 IPS |
|
Face Detection (F16)
|
100% |
639
7.34 IPS |
|
Face Detection (I8)
|
75% |
578
6.64 IPS |
|
Text Classification (F32)
|
100% |
580
229.3 IPS |
|
Text Classification (F16)
|
100% |
652
257.9 IPS |
|
Machine Translation (F32)
|
100% |
725
111.8 IPS |
|
Machine Translation (F16)
|
100% |
729
112.3 IPS |