Upload Date | January 12 2025 04:46 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
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 | 13.96 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
199
37.0 IPS |
|
Image Classification (HP)
|
100% |
177
32.9 IPS |
|
Image Classification (Q)
|
100% |
516
96.0 IPS |
|
Image Segmentation (SP)
|
100% |
190
3.09 IPS |
|
Image Segmentation (HP)
|
100% |
178
2.89 IPS |
|
Image Segmentation (Q)
|
98% |
521
8.47 IPS |
|
Pose Estimation (SP)
|
100% |
640
0.75 IPS |
|
Pose Estimation (HP)
|
100% |
630
0.74 IPS |
|
Pose Estimation (Q)
|
84% |
1121
1.33 IPS |
|
Object Detection (SP)
|
100% |
175
13.8 IPS |
|
Object Detection (HP)
|
100% |
171
13.5 IPS |
|
Object Detection (Q)
|
83% |
481
38.8 IPS |
|
Face Detection (SP)
|
100% |
376
4.47 IPS |
|
Face Detection (HP)
|
100% |
378
4.49 IPS |
|
Face Detection (Q)
|
95% |
950
11.3 IPS |
|
Depth Estimation (SP)
|
100% |
532
4.10 IPS |
|
Depth Estimation (HP)
|
99% |
510
3.93 IPS |
|
Depth Estimation (Q)
|
64% |
1050
9.62 IPS |
|
Style Transfer (SP)
|
89% |
1162
1.51 IPS |
|
Style Transfer (HP)
|
89% |
1138
1.48 IPS |
|
Style Transfer (Q)
|
98% |
2451
3.16 IPS |
|
Image Super-Resolution (SP)
|
100% |
291
10.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
290
10.7 IPS |
|
Image Super-Resolution (Q)
|
97% |
638
23.6 IPS |
|
Text Classification (SP)
|
100% |
171
228.4 IPS |
|
Text Classification (HP)
|
100% |
169
225.6 IPS |
|
Text Classification (Q)
|
88% |
270
364.3 IPS |
|
Machine Translation (SP)
|
100% |
244
4.21 IPS |
|
Machine Translation (HP)
|
100% |
238
4.10 IPS |
|
Machine Translation (Q)
|
50% |
148
5.25 IPS |