Upload Date | August 16 2024 08:06 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi Mi 9 |
Model ID | Xiaomi MI 9 |
Motherboard | cepheus |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 5.37 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
789
84.6 IPS |
|
Image Classification (F16)
|
100% |
1566
167.8 IPS |
|
Image Classification (I8)
|
80% |
1377
147.5 IPS |
|
Image Segmentation (F32)
|
100% |
1809
11.2 IPS |
|
Image Segmentation (F16)
|
100% |
3528
21.8 IPS |
|
Image Segmentation (I8)
|
89% |
3406
21.0 IPS |
|
Pose Estimation (F32)
|
100% |
905
3.66 IPS |
|
Pose Estimation (F16)
|
100% |
1650
6.68 IPS |
|
Pose Estimation (I8)
|
80% |
1643
6.65 IPS |
|
Object Detection (F32)
|
100% |
866
30.4 IPS |
|
Object Detection (F16)
|
99% |
1422
49.9 IPS |
|
Object Detection (I8)
|
53% |
1338
47.0 IPS |
|
Face Detection (F32)
|
100% |
1549
17.8 IPS |
|
Face Detection (F16)
|
97% |
2668
30.7 IPS |
|
Face Detection (I8)
|
76% |
2447
28.1 IPS |
|
Text Classification (F32)
|
100% |
541
214.0 IPS |
|
Text Classification (F16)
|
98% |
583
230.8 IPS |
|
Machine Translation (F32)
|
100% |
277
42.7 IPS |
|
Machine Translation (F16)
|
100% |
279
43.0 IPS |