Upload Date | October 14 2021 06:44 AM |
Views | 2 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
232
24.8 IPS |
|
Image Classification (F16)
|
100% |
232
24.8 IPS |
|
Image Classification (I8)
|
81% |
162
17.4 IPS |
|
Image Segmentation (F32)
|
100% |
485
2.99 IPS |
|
Image Segmentation (F16)
|
100% |
477
2.95 IPS |
|
Image Segmentation (I8)
|
89% |
735
4.54 IPS |
|
Pose Estimation (F32)
|
100% |
246
1.00 IPS |
|
Pose Estimation (F16)
|
100% |
238
0.96 IPS |
|
Pose Estimation (I8)
|
80% |
214
0.87 IPS |
|
Object Detection (F32)
|
100% |
320
11.2 IPS |
|
Object Detection (F16)
|
100% |
299
10.5 IPS |
|
Object Detection (I8)
|
52% |
236
8.28 IPS |
|
Face Detection (F32)
|
100% |
524
6.02 IPS |
|
Face Detection (F16)
|
100% |
523
6.01 IPS |
|
Face Detection (I8)
|
75% |
470
5.40 IPS |
|
Text Classification (F32)
|
100% |
298
118.0 IPS |
|
Text Classification (F16)
|
100% |
293
116.0 IPS |
|
Machine Translation (F32)
|
100% |
352
54.3 IPS |
|
Machine Translation (F16)
|
100% |
352
54.2 IPS |