Upload Date | December 03 2023 06:29 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 23049PCD8G |
Model ID | Xiaomi 23049PCD8G |
Motherboard | marble |
Governor | walt |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 2.92 GHz |
Memory Information | |
---|---|
Size | 7.02 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1343
143.9 IPS |
|
Image Classification (F16)
|
100% |
1992
213.5 IPS |
|
Image Classification (I8)
|
80% |
1839
197.0 IPS |
|
Image Segmentation (F32)
|
100% |
3410
21.1 IPS |
|
Image Segmentation (F16)
|
100% |
5752
35.5 IPS |
|
Image Segmentation (I8)
|
89% |
5160
31.9 IPS |
|
Pose Estimation (F32)
|
100% |
1550
6.27 IPS |
|
Pose Estimation (F16)
|
100% |
2967
12.0 IPS |
|
Pose Estimation (I8)
|
80% |
2946
11.9 IPS |
|
Object Detection (F32)
|
100% |
510
17.9 IPS |
|
Object Detection (F16)
|
99% |
661
23.2 IPS |
|
Object Detection (I8)
|
53% |
577
20.3 IPS |
|
Face Detection (F32)
|
100% |
2417
27.8 IPS |
|
Face Detection (F16)
|
97% |
4475
51.4 IPS |
|
Face Detection (I8)
|
75% |
3730
42.9 IPS |
|
Text Classification (F32)
|
100% |
616
243.8 IPS |
|
Text Classification (F16)
|
98% |
716
283.1 IPS |
|
Machine Translation (F32)
|
100% |
655
100.9 IPS |
|
Machine Translation (F16)
|
100% |
648
99.9 IPS |