Upload Date | October 06 2022 01:39 PM |
Views | 2 |
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 | |
---|---|
Size | 5.37 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
508
54.4 IPS |
|
Image Classification (F16)
|
100% |
724
77.6 IPS |
|
Image Classification (I8)
|
80% |
1041
111.6 IPS |
|
Image Segmentation (F32)
|
100% |
686
4.23 IPS |
|
Image Segmentation (F16)
|
100% |
796
4.92 IPS |
|
Image Segmentation (I8)
|
89% |
2363
14.6 IPS |
|
Pose Estimation (F32)
|
100% |
349
1.41 IPS |
|
Pose Estimation (F16)
|
100% |
443
1.79 IPS |
|
Pose Estimation (I8)
|
80% |
3186
12.9 IPS |
|
Object Detection (F32)
|
100% |
412
14.5 IPS |
|
Object Detection (F16)
|
100% |
409
14.4 IPS |
|
Object Detection (I8)
|
52% |
893
31.3 IPS |
|
Face Detection (F32)
|
100% |
773
8.88 IPS |
|
Face Detection (F16)
|
97% |
931
10.7 IPS |
|
Face Detection (I8)
|
75% |
2990
34.3 IPS |
|
Text Classification (F32)
|
54% |
12
4.84 IPS |
|
Text Classification (F16)
|
54% |
12
4.75 IPS |
|
Machine Translation (F32)
|
100% |
436
67.1 IPS |
|
Machine Translation (F16)
|
100% |
437
67.3 IPS |