Upload Date | August 16 2024 08:02 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi Mi 9 |
Model ID | Xiaomi MI 9 |
Motherboard | cepheus |
Governor | schedutil |
CPU Information | |
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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% |
339
36.4 IPS |
|
Image Classification (F16)
|
100% |
265
28.4 IPS |
|
Image Classification (I8)
|
81% |
172
18.4 IPS |
|
Image Segmentation (F32)
|
100% |
488
3.01 IPS |
|
Image Segmentation (F16)
|
100% |
504
3.11 IPS |
|
Image Segmentation (I8)
|
89% |
651
4.02 IPS |
|
Pose Estimation (F32)
|
100% |
221
0.89 IPS |
|
Pose Estimation (F16)
|
100% |
221
0.89 IPS |
|
Pose Estimation (I8)
|
80% |
192
0.78 IPS |
|
Object Detection (F32)
|
100% |
379
13.3 IPS |
|
Object Detection (F16)
|
100% |
384
13.5 IPS |
|
Object Detection (I8)
|
52% |
320
11.2 IPS |
|
Face Detection (F32)
|
100% |
491
5.64 IPS |
|
Face Detection (F16)
|
100% |
493
5.66 IPS |
|
Face Detection (I8)
|
75% |
471
5.41 IPS |
|
Text Classification (F32)
|
100% |
252
99.7 IPS |
|
Text Classification (F16)
|
100% |
251
99.4 IPS |
|
Machine Translation (F32)
|
100% |
286
44.1 IPS |
|
Machine Translation (F16)
|
100% |
291
44.9 IPS |