| Upload Date | July 21 2023 11:06 PM |
| Views | 17 |
| System Information | |
|---|---|
| Operating System | Android 13 |
| Model | Xiaomi M2102K1G |
| Model ID | Xiaomi M2102K1G |
| Motherboard | cepheus |
| Governor | schedutil |
| CPU Information | |
|---|---|
| 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 | 5.41 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
271
29.0 IPS |
|
|
Image Classification (F16)
|
100% |
267
28.6 IPS |
|
|
Image Classification (I8)
|
81% |
189
20.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
440
2.72 IPS |
|
|
Image Segmentation (F16)
|
100% |
446
2.76 IPS |
|
|
Image Segmentation (I8)
|
89% |
753
4.65 IPS |
|
|
Pose Estimation (F32)
|
100% |
187
0.76 IPS |
|
|
Pose Estimation (F16)
|
100% |
184
0.74 IPS |
|
|
Pose Estimation (I8)
|
80% |
182
0.74 IPS |
|
|
Object Detection (F32)
|
100% |
322
11.3 IPS |
|
|
Object Detection (F16)
|
100% |
333
11.7 IPS |
|
|
Object Detection (I8)
|
52% |
279
9.81 IPS |
|
|
Face Detection (F32)
|
100% |
518
5.95 IPS |
|
|
Face Detection (F16)
|
100% |
469
5.39 IPS |
|
|
Face Detection (I8)
|
75% |
459
5.28 IPS |
|
|
Text Classification (F32)
|
100% |
295
116.6 IPS |
|
|
Text Classification (F16)
|
100% |
291
115.3 IPS |
|
|
Machine Translation (F32)
|
100% |
374
57.6 IPS |
|
|
Machine Translation (F16)
|
100% |
359
55.3 IPS |