User | Maximum_Game |
Upload Date | February 25 2025 01:43 PM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 855 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Samsung Galaxy S10+ |
Model ID | samsung SM-G975U1 |
Motherboard | msmnile |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 11.17 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
166
30.9 IPS |
|
Image Classification (HP)
|
100% |
166
30.9 IPS |
|
Image Classification (Q)
|
100% |
449
83.5 IPS |
|
Image Segmentation (SP)
|
100% |
174
2.81 IPS |
|
Image Segmentation (HP)
|
100% |
167
2.71 IPS |
|
Image Segmentation (Q)
|
98% |
495
8.04 IPS |
|
Pose Estimation (SP)
|
100% |
646
0.75 IPS |
|
Pose Estimation (HP)
|
100% |
640
0.75 IPS |
|
Pose Estimation (Q)
|
84% |
1177
1.40 IPS |
|
Object Detection (SP)
|
100% |
148
11.8 IPS |
|
Object Detection (HP)
|
100% |
149
11.8 IPS |
|
Object Detection (Q)
|
83% |
390
31.5 IPS |
|
Face Detection (SP)
|
100% |
366
4.35 IPS |
|
Face Detection (HP)
|
100% |
367
4.36 IPS |
|
Face Detection (Q)
|
95% |
828
9.88 IPS |
|
Depth Estimation (SP)
|
100% |
518
3.99 IPS |
|
Depth Estimation (HP)
|
99% |
518
3.99 IPS |
|
Depth Estimation (Q)
|
64% |
984
9.01 IPS |
|
Style Transfer (SP)
|
89% |
1129
1.47 IPS |
|
Style Transfer (HP)
|
89% |
1123
1.46 IPS |
|
Style Transfer (Q)
|
98% |
2452
3.16 IPS |
|
Image Super-Resolution (SP)
|
100% |
298
11.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
294
10.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
617
22.9 IPS |
|
Text Classification (SP)
|
100% |
155
207.1 IPS |
|
Text Classification (HP)
|
100% |
153
204.7 IPS |
|
Text Classification (Q)
|
88% |
263
354.4 IPS |
|
Machine Translation (SP)
|
100% |
257
4.42 IPS |
|
Machine Translation (HP)
|
100% |
254
4.38 IPS |
|
Machine Translation (Q)
|
50% |
161
5.71 IPS |