Upload Date | December 29 2024 03:03 AM |
Views | 3 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
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 | |
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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% |
227
42.2 IPS |
|
Image Classification (HP)
|
100% |
221
41.0 IPS |
|
Image Classification (Q)
|
97% |
209
39.0 IPS |
|
Image Segmentation (SP)
|
100% |
223
3.62 IPS |
|
Image Segmentation (HP)
|
100% |
259
4.20 IPS |
|
Image Segmentation (Q)
|
98% |
253
4.11 IPS |
|
Pose Estimation (SP)
|
100% |
597
0.70 IPS |
|
Pose Estimation (HP)
|
100% |
356
0.42 IPS |
|
Pose Estimation (Q)
|
95% |
346
0.41 IPS |
|
Object Detection (SP)
|
100% |
255
20.2 IPS |
|
Object Detection (HP)
|
100% |
258
20.5 IPS |
|
Object Detection (Q)
|
89% |
226
18.1 IPS |
|
Face Detection (SP)
|
100% |
1075
12.8 IPS |
|
Face Detection (HP)
|
100% |
1407
16.7 IPS |
|
Face Detection (Q)
|
97% |
1155
13.8 IPS |
|
Depth Estimation (SP)
|
100% |
885
6.82 IPS |
|
Depth Estimation (HP)
|
99% |
870
6.72 IPS |
|
Depth Estimation (Q)
|
62% |
766
7.25 IPS |
|
Style Transfer (SP)
|
100% |
1787
2.30 IPS |
|
Style Transfer (HP)
|
100% |
2300
2.96 IPS |
|
Style Transfer (Q)
|
98% |
2290
2.95 IPS |
|
Image Super-Resolution (SP)
|
100% |
299
11.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
385
14.2 IPS |
|
Image Super-Resolution (Q)
|
97% |
409
15.1 IPS |
|
Text Classification (SP)
|
100% |
51
68.5 IPS |
|
Text Classification (HP)
|
100% |
52
69.0 IPS |
|
Text Classification (Q)
|
91% |
94
126.2 IPS |
|
Machine Translation (SP)
|
100% |
88
1.51 IPS |
|
Machine Translation (HP)
|
100% |
88
1.51 IPS |
|
Machine Translation (Q)
|
57% |
77
1.87 IPS |