Upload Date | September 26 2022 10:38 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi 22021211RI |
Model ID | Xiaomi 22021211RI |
Motherboard | munch |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 5.48 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
969
103.8 IPS |
|
Image Classification (F16)
|
100% |
1496
160.3 IPS |
|
Image Classification (I8)
|
80% |
1296
138.9 IPS |
|
Image Segmentation (F32)
|
100% |
2498
15.4 IPS |
|
Image Segmentation (F16)
|
100% |
4342
26.8 IPS |
|
Image Segmentation (I8)
|
89% |
3512
21.7 IPS |
|
Pose Estimation (F32)
|
100% |
1309
5.30 IPS |
|
Pose Estimation (F16)
|
100% |
2250
9.11 IPS |
|
Pose Estimation (I8)
|
80% |
2262
9.15 IPS |
|
Object Detection (F32)
|
100% |
644
22.6 IPS |
|
Object Detection (F16)
|
99% |
741
26.0 IPS |
|
Object Detection (I8)
|
53% |
721
25.3 IPS |
|
Face Detection (F32)
|
100% |
1798
20.7 IPS |
|
Face Detection (F16)
|
97% |
2872
33.0 IPS |
|
Face Detection (I8)
|
76% |
2412
27.7 IPS |
|
Text Classification (F32)
|
100% |
407
161.0 IPS |
|
Text Classification (F16)
|
98% |
435
172.1 IPS |
|
Machine Translation (F32)
|
100% |
404
62.3 IPS |
|
Machine Translation (F16)
|
100% |
399
61.5 IPS |