Upload Date | December 08 2022 05:56 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi M2012K11AG |
Model ID | Xiaomi M2012K11AG |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
---|---|
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1133
121.4 IPS |
|
Image Classification (F16)
|
100% |
1837
196.8 IPS |
|
Image Classification (I8)
|
80% |
1586
169.9 IPS |
|
Image Segmentation (F32)
|
100% |
2683
16.6 IPS |
|
Image Segmentation (F16)
|
100% |
4554
28.1 IPS |
|
Image Segmentation (I8)
|
89% |
4532
28.0 IPS |
|
Pose Estimation (F32)
|
100% |
1344
5.44 IPS |
|
Pose Estimation (F16)
|
100% |
2323
9.40 IPS |
|
Pose Estimation (I8)
|
80% |
2305
9.33 IPS |
|
Object Detection (F32)
|
100% |
573
20.1 IPS |
|
Object Detection (F16)
|
99% |
765
26.8 IPS |
|
Object Detection (I8)
|
53% |
848
29.8 IPS |
|
Face Detection (F32)
|
100% |
2022
23.2 IPS |
|
Face Detection (F16)
|
97% |
3552
40.8 IPS |
|
Face Detection (I8)
|
76% |
3071
35.3 IPS |
|
Text Classification (F32)
|
100% |
562
222.2 IPS |
|
Text Classification (F16)
|
98% |
599
237.0 IPS |
|
Machine Translation (F32)
|
100% |
582
89.8 IPS |
|
Machine Translation (F16)
|
100% |
587
90.4 IPS |