| Upload Date | December 01 2023 02:28 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | Android 10 |
| Model | HUAWEI AGS3-W09 |
| Model ID | HUAWEI AGS3-W09 |
| Motherboard | AGS3-W09 |
| CPU Information | |
|---|---|
| Name | ARM Hisilicon |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 65 architecture 8 variant 0 part 3337 revision 2 |
| Base Frequency | 1.70 GHz |
| Cluster 1 | 4 Cores @ 1.70 GHz |
| Cluster 2 | 4 Cores @ 2.00 GHz |
| Memory Information | |
|---|---|
| Size | 2.80 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
173
18.6 IPS |
|
|
Image Classification (F16)
|
100% |
284
30.4 IPS |
|
|
Image Classification (I8)
|
81% |
267
28.6 IPS |
|
|
Image Segmentation (F32)
|
100% |
325
2.01 IPS |
|
|
Image Segmentation (F16)
|
100% |
816
5.04 IPS |
|
|
Image Segmentation (I8)
|
89% |
772
4.77 IPS |
|
|
Pose Estimation (F32)
|
100% |
80
0.32 IPS |
|
|
Pose Estimation (F16)
|
0% |
358
1.45 IPS |
|
|
Pose Estimation (I8)
|
0% |
354
1.43 IPS |
|
|
Object Detection (F32)
|
100% |
158
5.56 IPS |
|
|
Object Detection (F16)
|
99% |
238
8.35 IPS |
|
|
Object Detection (I8)
|
54% |
231
8.12 IPS |
|
|
Face Detection (F32)
|
100% |
298
3.43 IPS |
|
|
Face Detection (F16)
|
97% |
642
7.38 IPS |
|
|
Face Detection (I8)
|
75% |
571
6.56 IPS |
|
|
Text Classification (F32)
|
100% |
175
69.2 IPS |
|
|
Text Classification (F16)
|
46% |
274
108.5 IPS |
|
|
Machine Translation (F32)
|
100% |
74
11.5 IPS |
|
|
Machine Translation (F16)
|
100% |
74
11.5 IPS |