Upload Date | October 06 2022 09:12 PM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi Redmi Note 9S |
Model ID | Xiaomi Redmi Note 9S |
Motherboard | curtana |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 15 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.32 GHz |
Memory Information | |
---|---|
Size | 3.50 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
309
33.1 IPS |
|
Image Classification (F16)
|
100% |
557
59.7 IPS |
|
Image Classification (I8)
|
80% |
479
51.3 IPS |
|
Image Segmentation (F32)
|
100% |
724
4.47 IPS |
|
Image Segmentation (F16)
|
100% |
1332
8.23 IPS |
|
Image Segmentation (I8)
|
89% |
1170
7.23 IPS |
|
Pose Estimation (F32)
|
100% |
357
1.44 IPS |
|
Pose Estimation (F16)
|
100% |
678
2.74 IPS |
|
Pose Estimation (I8)
|
80% |
674
2.73 IPS |
|
Object Detection (F32)
|
100% |
205
7.21 IPS |
|
Object Detection (F16)
|
99% |
263
9.22 IPS |
|
Object Detection (I8)
|
53% |
227
7.98 IPS |
|
Face Detection (F32)
|
100% |
628
7.21 IPS |
|
Face Detection (F16)
|
97% |
1072
12.3 IPS |
|
Face Detection (I8)
|
76% |
901
10.3 IPS |
|
Text Classification (F32)
|
100% |
200
79.1 IPS |
|
Text Classification (F16)
|
98% |
265
104.9 IPS |
|
Machine Translation (F32)
|
100% |
204
31.4 IPS |
|
Machine Translation (F16)
|
100% |
198
30.5 IPS |