| Upload Date | July 19 2023 12:10 AM |
| Views | 15 |
| System Information | |
|---|---|
| Operating System | Android 12 |
| Model | Xiaomi 2201117SL |
| Model ID | Xiaomi 2201117SL |
| Motherboard | miel |
| CPU Information | |
|---|---|
| Name | ARM MT6781 |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 65 architecture 8 variant 3 part 3339 revision 0 |
| Base Frequency | 2.00 GHz |
| Cluster 1 | 6 Cores @ 2.00 GHz |
| Cluster 2 | 2 Cores @ 2.05 GHz |
| Memory Information | |
|---|---|
| Size | 5.56 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
152
16.3 IPS |
|
|
Image Classification (F16)
|
100% |
81
8.69 IPS |
|
|
Image Classification (I8)
|
81% |
231
24.7 IPS |
|
|
Image Segmentation (F32)
|
100% |
243
1.50 IPS |
|
|
Image Segmentation (F16)
|
100% |
201
1.24 IPS |
|
|
Image Segmentation (I8)
|
89% |
605
3.73 IPS |
|
|
Pose Estimation (F32)
|
100% |
140
0.57 IPS |
|
|
Pose Estimation (F16)
|
100% |
139
0.56 IPS |
|
|
Pose Estimation (I8)
|
80% |
141
0.57 IPS |
|
|
Object Detection (F32)
|
100% |
104
3.64 IPS |
|
|
Object Detection (F16)
|
100% |
106
3.71 IPS |
|
|
Object Detection (I8)
|
52% |
357
12.5 IPS |
|
|
Face Detection (F32)
|
100% |
224
2.58 IPS |
|
|
Face Detection (F16)
|
100% |
275
3.16 IPS |
|
|
Face Detection (I8)
|
75% |
415
4.77 IPS |
|
|
Text Classification (F32)
|
100% |
396
156.7 IPS |
|
|
Text Classification (F16)
|
100% |
398
157.3 IPS |
|
|
Machine Translation (F32)
|
100% |
229
35.3 IPS |
|
|
Machine Translation (F16)
|
100% |
230
35.5 IPS |