Upload Date | October 06 2022 01:34 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi Redmi K20 Pro |
Model ID | Xiaomi Redmi K20 Pro |
Motherboard | raphael |
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 | |
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Size | 5.37 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
861
92.2 IPS |
|
Image Classification (F16)
|
100% |
1381
148.0 IPS |
|
Image Classification (I8)
|
80% |
1270
136.1 IPS |
|
Image Segmentation (F32)
|
100% |
2101
13.0 IPS |
|
Image Segmentation (F16)
|
100% |
3523
21.8 IPS |
|
Image Segmentation (I8)
|
89% |
3182
19.7 IPS |
|
Pose Estimation (F32)
|
100% |
1048
4.24 IPS |
|
Pose Estimation (F16)
|
100% |
1895
7.67 IPS |
|
Pose Estimation (I8)
|
80% |
1882
7.61 IPS |
|
Object Detection (F32)
|
100% |
485
17.0 IPS |
|
Object Detection (F16)
|
99% |
624
21.9 IPS |
|
Object Detection (I8)
|
53% |
591
20.8 IPS |
|
Face Detection (F32)
|
100% |
1681
19.3 IPS |
|
Face Detection (F16)
|
97% |
2635
30.3 IPS |
|
Face Detection (I8)
|
75% |
2354
27.1 IPS |
|
Text Classification (F32)
|
100% |
511
202.1 IPS |
|
Text Classification (F16)
|
98% |
531
209.8 IPS |
|
Machine Translation (F32)
|
100% |
426
65.7 IPS |
|
Machine Translation (F16)
|
100% |
431
66.4 IPS |