User | NilouPro |
Upload Date | July 24 2023 01:51 PM |
Views | 10 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 22127RK46C |
Model ID | Xiaomi 22127RK46C |
Motherboard | kalama |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 10.90 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
549
58.8 IPS |
|
Image Classification (F16)
|
100% |
543
58.1 IPS |
|
Image Classification (I8)
|
81% |
518
55.5 IPS |
|
Image Segmentation (F32)
|
100% |
841
5.20 IPS |
|
Image Segmentation (F16)
|
100% |
864
5.34 IPS |
|
Image Segmentation (I8)
|
89% |
954
5.89 IPS |
|
Pose Estimation (F32)
|
100% |
321
1.30 IPS |
|
Pose Estimation (F16)
|
100% |
320
1.29 IPS |
|
Pose Estimation (I8)
|
80% |
164
0.66 IPS |
|
Object Detection (F32)
|
100% |
568
19.9 IPS |
|
Object Detection (F16)
|
100% |
569
20.0 IPS |
|
Object Detection (I8)
|
52% |
591
20.7 IPS |
|
Face Detection (F32)
|
100% |
813
9.34 IPS |
|
Face Detection (F16)
|
100% |
808
9.28 IPS |
|
Face Detection (I8)
|
75% |
720
8.27 IPS |
|
Text Classification (F32)
|
100% |
1273
503.5 IPS |
|
Text Classification (F16)
|
100% |
1302
514.8 IPS |
|
Machine Translation (F32)
|
100% |
1111
171.3 IPS |
|
Machine Translation (F16)
|
100% |
1148
176.9 IPS |