| Upload Date | August 11 2024 12:01 PM |
| Views | 11 |
| 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% |
499
92.7 IPS |
|
|
Image Classification (HP)
|
100% |
997
185.5 IPS |
|
|
Image Classification (Q)
|
94% |
18
3.30 IPS |
|
|
Image Segmentation (SP)
|
100% |
651
10.6 IPS |
|
|
Image Segmentation (HP)
|
100% |
1246
20.2 IPS |
|
|
Image Segmentation (Q)
|
98% |
391
6.36 IPS |
|
|
Pose Estimation (SP)
|
100% |
1833
2.14 IPS |
|
|
Pose Estimation (HP)
|
100% |
5851
6.83 IPS |
|
|
Pose Estimation (Q)
|
98% |
1426
1.67 IPS |
|
|
Object Detection (SP)
|
100% |
574
45.5 IPS |
|
|
Object Detection (HP)
|
99% |
1039
82.4 IPS |
|
|
Object Detection (Q)
|
2% |
13
305.9 IPS |
|
|
Face Detection (SP)
|
100% |
1676
19.9 IPS |
|
|
Face Detection (HP)
|
100% |
460
5.47 IPS |
|
|
Face Detection (Q)
|
97% |
1122
13.4 IPS |
|
|
Depth Estimation (SP)
|
100% |
673
5.19 IPS |
|
|
Depth Estimation (HP)
|
100% |
397
3.06 IPS |
|
|
Depth Estimation (Q)
|
4% |
31
57.9 IPS |
|
|
Style Transfer (SP)
|
100% |
2128
2.74 IPS |
|
|
Style Transfer (HP)
|
100% |
668
0.86 IPS |
|
|
Style Transfer (Q)
|
18% |
13
0.76 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
1001
37.0 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
3222
119.0 IPS |
|
|
Image Super-Resolution (Q)
|
97% |
258
9.54 IPS |
|
|
Text Classification (SP)
|
100% |
5
6.09 IPS |
|
|
Text Classification (HP)
|
100% |
183
243.8 IPS |
|
|
Text Classification (Q)
|
93% |
32
43.5 IPS |
|
|
Machine Translation (SP)
|
100% |
253
4.36 IPS |
|
|
Machine Translation (HP)
|
100% |
322
5.55 IPS |
|
|
Machine Translation (Q)
|
57% |
260
6.35 IPS |