Upload Date | May 14 2022 10:02 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
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% |
373
39.9 IPS |
|
Image Classification (F16)
|
100% |
337
36.1 IPS |
|
Image Classification (I8)
|
81% |
284
30.4 IPS |
|
Image Segmentation (F32)
|
100% |
600
3.71 IPS |
|
Image Segmentation (F16)
|
100% |
573
3.54 IPS |
|
Image Segmentation (I8)
|
89% |
801
4.95 IPS |
|
Pose Estimation (F32)
|
100% |
201
0.81 IPS |
|
Pose Estimation (F16)
|
100% |
168
0.68 IPS |
|
Pose Estimation (I8)
|
80% |
194
0.78 IPS |
|
Object Detection (F32)
|
100% |
444
15.6 IPS |
|
Object Detection (F16)
|
100% |
523
18.4 IPS |
|
Object Detection (I8)
|
52% |
501
17.6 IPS |
|
Face Detection (F32)
|
100% |
629
7.23 IPS |
|
Face Detection (F16)
|
100% |
587
6.74 IPS |
|
Face Detection (I8)
|
75% |
556
6.39 IPS |
|
Text Classification (F32)
|
100% |
578
228.7 IPS |
|
Text Classification (F16)
|
100% |
649
256.5 IPS |
|
Machine Translation (F32)
|
100% |
715
110.2 IPS |
|
Machine Translation (F16)
|
100% |
731
112.7 IPS |