| Upload Date | February 14 2023 06:15 PM |
| Views | 2 |
| System Information | |
|---|---|
| Operating System | Android 12 |
| Model | Xiaomi 2201117TL |
| Model ID | Xiaomi 2201117TL |
| Motherboard | spes |
| Governor | schedutil |
| CPU Information | |
|---|---|
| Name | ARM Qualcomm |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 65 architecture 8 variant 1 part 3337 revision 0 |
| Base Frequency | 1.90 GHz |
| Cluster 1 | 4 Cores @ 1.90 GHz |
| Cluster 2 | 4 Cores @ 2.40 GHz |
| Memory Information | |
|---|---|
| Size | 3.56 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
152
16.2 IPS |
|
|
Image Classification (F16)
|
100% |
300
32.2 IPS |
|
|
Image Classification (I8)
|
80% |
263
28.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
315
1.94 IPS |
|
|
Image Segmentation (F16)
|
100% |
622
3.84 IPS |
|
|
Image Segmentation (I8)
|
89% |
577
3.56 IPS |
|
|
Pose Estimation (F32)
|
100% |
139
0.56 IPS |
|
|
Pose Estimation (F16)
|
100% |
266
1.07 IPS |
|
|
Pose Estimation (I8)
|
80% |
262
1.06 IPS |
|
|
Object Detection (F32)
|
100% |
131
4.61 IPS |
|
|
Object Detection (F16)
|
99% |
232
8.14 IPS |
|
|
Object Detection (I8)
|
53% |
178
6.26 IPS |
|
|
Face Detection (F32)
|
100% |
314
3.60 IPS |
|
|
Face Detection (F16)
|
97% |
542
6.23 IPS |
|
|
Face Detection (I8)
|
76% |
497
5.70 IPS |
|
|
Text Classification (F32)
|
100% |
181
71.5 IPS |
|
|
Text Classification (F16)
|
98% |
234
92.6 IPS |
|
|
Machine Translation (F32)
|
100% |
155
23.8 IPS |
|
|
Machine Translation (F16)
|
100% |
151
23.3 IPS |