Upload Date | August 16 2024 08:08 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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
651
69.8 IPS |
|
Image Classification (F16)
|
100% |
861
92.3 IPS |
|
Image Classification (I8)
|
80% |
1460
156.4 IPS |
|
Image Segmentation (F32)
|
100% |
892
5.51 IPS |
|
Image Segmentation (F16)
|
100% |
957
5.91 IPS |
|
Image Segmentation (I8)
|
89% |
2900
17.9 IPS |
|
Pose Estimation (F32)
|
100% |
333
1.35 IPS |
|
Pose Estimation (F16)
|
100% |
832
3.37 IPS |
|
Pose Estimation (I8)
|
80% |
3367
13.6 IPS |
|
Object Detection (F32)
|
100% |
932
32.7 IPS |
|
Object Detection (F16)
|
100% |
1235
43.3 IPS |
|
Object Detection (I8)
|
52% |
2624
92.1 IPS |
|
Face Detection (F32)
|
100% |
996
11.4 IPS |
|
Face Detection (F16)
|
97% |
1269
14.6 IPS |
|
Face Detection (I8)
|
75% |
3896
44.8 IPS |
|
Text Classification (F32)
|
54% |
27
10.6 IPS |
|
Text Classification (F16)
|
54% |
27
10.6 IPS |
|
Machine Translation (F32)
|
100% |
301
46.4 IPS |
|
Machine Translation (F16)
|
100% |
300
46.2 IPS |