Upload Date | October 06 2022 10:07 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
Model | iPhone 8 |
Model ID | iPhone10,1 |
Motherboard | D20AP |
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% |
381
40.8 IPS |
|
Image Classification (F16)
|
100% |
374
40.1 IPS |
|
Image Classification (I8)
|
81% |
284
30.4 IPS |
|
Image Segmentation (F32)
|
100% |
622
3.84 IPS |
|
Image Segmentation (F16)
|
100% |
609
3.76 IPS |
|
Image Segmentation (I8)
|
89% |
857
5.29 IPS |
|
Pose Estimation (F32)
|
100% |
206
0.83 IPS |
|
Pose Estimation (F16)
|
100% |
201
0.81 IPS |
|
Pose Estimation (I8)
|
80% |
226
0.92 IPS |
|
Object Detection (F32)
|
100% |
545
19.1 IPS |
|
Object Detection (F16)
|
100% |
568
19.9 IPS |
|
Object Detection (I8)
|
52% |
508
17.8 IPS |
|
Face Detection (F32)
|
100% |
690
7.93 IPS |
|
Face Detection (F16)
|
100% |
658
7.56 IPS |
|
Face Detection (I8)
|
75% |
575
6.61 IPS |
|
Text Classification (F32)
|
100% |
636
251.4 IPS |
|
Text Classification (F16)
|
100% |
692
273.6 IPS |
|
Machine Translation (F32)
|
100% |
728
112.1 IPS |
|
Machine Translation (F16)
|
100% |
728
112.2 IPS |