| Upload Date | August 11 2024 09:03 PM |
| Views | 10 |
| 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% |
998
185.7 IPS |
|
|
Image Classification (Q)
|
94% |
18
3.30 IPS |
|
|
Image Segmentation (SP)
|
100% |
651
10.6 IPS |
|
|
Image Segmentation (HP)
|
100% |
1243
20.2 IPS |
|
|
Image Segmentation (Q)
|
98% |
383
6.23 IPS |
|
|
Pose Estimation (SP)
|
100% |
1835
2.14 IPS |
|
|
Pose Estimation (HP)
|
100% |
5954
6.95 IPS |
|
|
Pose Estimation (Q)
|
98% |
1507
1.76 IPS |
|
|
Object Detection (SP)
|
100% |
575
45.6 IPS |
|
|
Object Detection (HP)
|
99% |
1028
81.6 IPS |
|
|
Object Detection (Q)
|
2% |
13
308.8 IPS |
|
|
Face Detection (SP)
|
100% |
1686
20.0 IPS |
|
|
Face Detection (HP)
|
100% |
460
5.47 IPS |
|
|
Face Detection (Q)
|
97% |
1135
13.5 IPS |
|
|
Depth Estimation (SP)
|
100% |
671
5.17 IPS |
|
|
Depth Estimation (HP)
|
100% |
392
3.02 IPS |
|
|
Depth Estimation (Q)
|
4% |
31
57.9 IPS |
|
|
Style Transfer (SP)
|
100% |
2130
2.74 IPS |
|
|
Style Transfer (HP)
|
100% |
675
0.87 IPS |
|
|
Style Transfer (Q)
|
18% |
13
0.76 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
1001
36.9 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
3335
123.1 IPS |
|
|
Image Super-Resolution (Q)
|
97% |
257
9.53 IPS |
|
|
Text Classification (SP)
|
100% |
5
6.05 IPS |
|
|
Text Classification (HP)
|
100% |
190
253.6 IPS |
|
|
Text Classification (Q)
|
93% |
32
43.5 IPS |
|
|
Machine Translation (SP)
|
100% |
251
4.32 IPS |
|
|
Machine Translation (HP)
|
100% |
327
5.63 IPS |
|
|
Machine Translation (Q)
|
57% |
256
6.25 IPS |