| Upload Date | August 11 2024 08:02 PM |
| Views | 13 |
| AI Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | NNAPI |
| Device | Qualcomm Snapdragon 888 |
| System Information | |
|---|---|
| Operating System | Android 14 |
| Model | Samsung Galaxy S21 Ultra 5G |
| Model ID | samsung SM-G998W |
| Motherboard | lahaina |
| Governor | schedutil |
| CPU Information | |
|---|---|
| Name | ARM SM8350 |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 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 @ 2.84 GHz |
| Memory Information | |
|---|---|
| Size | 10.07 GB |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (SP)
|
100% |
495
92.1 IPS |
|
|
Image Classification (HP)
|
100% |
993
184.7 IPS |
|
|
Image Classification (Q)
|
94% |
18
3.30 IPS |
|
|
Image Segmentation (SP)
|
100% |
662
10.7 IPS |
|
|
Image Segmentation (HP)
|
100% |
1241
20.1 IPS |
|
|
Image Segmentation (Q)
|
98% |
390
6.33 IPS |
|
|
Pose Estimation (SP)
|
100% |
1837
2.14 IPS |
|
|
Pose Estimation (HP)
|
100% |
5919
6.91 IPS |
|
|
Pose Estimation (Q)
|
98% |
1488
1.74 IPS |
|
|
Object Detection (SP)
|
100% |
572
45.4 IPS |
|
|
Object Detection (HP)
|
99% |
1037
82.3 IPS |
|
|
Object Detection (Q)
|
2% |
13
313.0 IPS |
|
|
Face Detection (SP)
|
100% |
1669
19.8 IPS |
|
|
Face Detection (HP)
|
100% |
459
5.46 IPS |
|
|
Face Detection (Q)
|
97% |
1136
13.5 IPS |
|
|
Depth Estimation (SP)
|
100% |
672
5.18 IPS |
|
|
Depth Estimation (HP)
|
100% |
393
3.03 IPS |
|
|
Depth Estimation (Q)
|
4% |
31
57.6 IPS |
|
|
Style Transfer (SP)
|
100% |
2126
2.73 IPS |
|
|
Style Transfer (HP)
|
100% |
675
0.87 IPS |
|
|
Style Transfer (Q)
|
18% |
13
0.76 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
1002
37.0 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
3173
117.2 IPS |
|
|
Image Super-Resolution (Q)
|
97% |
258
9.56 IPS |
|
|
Text Classification (SP)
|
100% |
5
6.10 IPS |
|
|
Text Classification (HP)
|
100% |
194
258.5 IPS |
|
|
Text Classification (Q)
|
93% |
32
43.4 IPS |
|
|
Machine Translation (SP)
|
100% |
265
4.56 IPS |
|
|
Machine Translation (HP)
|
100% |
329
5.66 IPS |
|
|
Machine Translation (Q)
|
57% |
260
6.36 IPS |