| Upload Date | December 08 2022 05:59 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 | NNAPI |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
775
83.1 IPS |
|
|
Image Classification (F16)
|
100% |
1199
128.5 IPS |
|
|
Image Classification (I8)
|
80% |
2787
298.6 IPS |
|
|
Image Segmentation (F32)
|
100% |
1010
6.24 IPS |
|
|
Image Segmentation (F16)
|
100% |
1149
7.09 IPS |
|
|
Image Segmentation (I8)
|
89% |
5837
36.1 IPS |
|
|
Pose Estimation (F32)
|
100% |
471
1.91 IPS |
|
|
Pose Estimation (F16)
|
100% |
1767
7.15 IPS |
|
|
Pose Estimation (I8)
|
80% |
3603
14.6 IPS |
|
|
Object Detection (F32)
|
100% |
496
17.4 IPS |
|
|
Object Detection (F16)
|
100% |
803
28.2 IPS |
|
|
Object Detection (I8)
|
52% |
1250
43.9 IPS |
|
|
Face Detection (F32)
|
100% |
1078
12.4 IPS |
|
|
Face Detection (F16)
|
97% |
1292
14.8 IPS |
|
|
Face Detection (I8)
|
75% |
4677
53.7 IPS |
|
|
Text Classification (F32)
|
54% |
15
6.05 IPS |
|
|
Text Classification (F16)
|
54% |
15
5.98 IPS |
|
|
Machine Translation (F32)
|
100% |
590
91.0 IPS |
|
|
Machine Translation (F16)
|
100% |
584
90.0 IPS |
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