Upload Date | November 20 2024 03:51 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 888 |
System Information | |
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Operating System | Android 14 |
Model | Samsung Galaxy S21 Ultra 5G |
Model ID | samsung SM-G998U |
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% |
192
35.8 IPS |
|
Image Classification (HP)
|
100% |
173
32.1 IPS |
|
Image Classification (Q)
|
100% |
481
89.5 IPS |
|
Image Segmentation (SP)
|
100% |
183
2.97 IPS |
|
Image Segmentation (HP)
|
100% |
209
3.38 IPS |
|
Image Segmentation (Q)
|
98% |
519
8.44 IPS |
|
Pose Estimation (SP)
|
100% |
633
0.74 IPS |
|
Pose Estimation (HP)
|
100% |
627
0.73 IPS |
|
Pose Estimation (Q)
|
84% |
1101
1.31 IPS |
|
Object Detection (SP)
|
100% |
171
13.6 IPS |
|
Object Detection (HP)
|
100% |
168
13.3 IPS |
|
Object Detection (Q)
|
83% |
475
38.4 IPS |
|
Face Detection (SP)
|
100% |
352
4.18 IPS |
|
Face Detection (HP)
|
100% |
360
4.28 IPS |
|
Face Detection (Q)
|
95% |
905
10.8 IPS |
|
Depth Estimation (SP)
|
100% |
508
3.91 IPS |
|
Depth Estimation (HP)
|
99% |
519
4.00 IPS |
|
Depth Estimation (Q)
|
64% |
1007
9.22 IPS |
|
Style Transfer (SP)
|
89% |
1088
1.41 IPS |
|
Style Transfer (HP)
|
89% |
1093
1.42 IPS |
|
Style Transfer (Q)
|
98% |
2514
3.24 IPS |
|
Image Super-Resolution (SP)
|
100% |
309
11.4 IPS |
|
Image Super-Resolution (HP)
|
100% |
308
11.4 IPS |
|
Image Super-Resolution (Q)
|
97% |
618
22.9 IPS |
|
Text Classification (SP)
|
100% |
159
212.1 IPS |
|
Text Classification (HP)
|
100% |
156
207.8 IPS |
|
Text Classification (Q)
|
88% |
268
361.3 IPS |
|
Machine Translation (SP)
|
100% |
238
4.09 IPS |
|
Machine Translation (HP)
|
100% |
233
4.01 IPS |
|
Machine Translation (Q)
|
50% |
146
5.19 IPS |