| Upload Date | August 30 2024 11:38 PM |
| Views | 15 |
| 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-G998U1 |
| 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% |
566
105.2 IPS |
|
|
Image Classification (HP)
|
100% |
1107
205.9 IPS |
|
|
Image Classification (Q)
|
94% |
18
3.30 IPS |
|
|
Image Segmentation (SP)
|
100% |
1002
16.2 IPS |
|
|
Image Segmentation (HP)
|
100% |
1615
26.2 IPS |
|
|
Image Segmentation (Q)
|
98% |
378
6.14 IPS |
|
|
Pose Estimation (SP)
|
100% |
1967
2.30 IPS |
|
|
Pose Estimation (HP)
|
100% |
7035
8.21 IPS |
|
|
Pose Estimation (Q)
|
98% |
879
1.03 IPS |
|
|
Object Detection (SP)
|
100% |
559
44.3 IPS |
|
|
Object Detection (HP)
|
99% |
1026
81.4 IPS |
|
|
Object Detection (Q)
|
2% |
11
272.2 IPS |
|
|
Face Detection (SP)
|
100% |
1624
19.3 IPS |
|
|
Face Detection (HP)
|
100% |
325
3.86 IPS |
|
|
Face Detection (Q)
|
97% |
749
8.93 IPS |
|
|
Depth Estimation (SP)
|
100% |
503
3.88 IPS |
|
|
Depth Estimation (HP)
|
100% |
254
1.96 IPS |
|
|
Depth Estimation (Q)
|
4% |
32
59.9 IPS |
|
|
Style Transfer (SP)
|
100% |
1777
2.28 IPS |
|
|
Style Transfer (HP)
|
100% |
440
0.57 IPS |
|
|
Style Transfer (Q)
|
18% |
12
0.73 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
1010
37.3 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
3260
120.4 IPS |
|
|
Image Super-Resolution (Q)
|
97% |
258
9.54 IPS |
|
|
Text Classification (SP)
|
100% |
4
5.06 IPS |
|
|
Text Classification (HP)
|
100% |
169
225.5 IPS |
|
|
Text Classification (Q)
|
93% |
32
42.7 IPS |
|
|
Machine Translation (SP)
|
100% |
185
3.19 IPS |
|
|
Machine Translation (HP)
|
100% |
212
3.65 IPS |
|
|
Machine Translation (Q)
|
57% |
188
4.60 IPS |