Upload Date | September 25 2024 01:37 PM |
Views | 5 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Qualcomm Snapdragon 888 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Sony Xperia 5 III |
Model ID | Sony SOG05 |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
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 | 7.03 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
411
76.4 IPS |
|
Image Classification (HP)
|
100% |
396
73.7 IPS |
|
Image Classification (Q)
|
97% |
361
67.4 IPS |
|
Image Segmentation (SP)
|
100% |
213
3.46 IPS |
|
Image Segmentation (HP)
|
100% |
208
3.38 IPS |
|
Image Segmentation (Q)
|
98% |
204
3.32 IPS |
|
Pose Estimation (SP)
|
100% |
738
0.86 IPS |
|
Pose Estimation (HP)
|
100% |
376
0.44 IPS |
|
Pose Estimation (Q)
|
95% |
376
0.44 IPS |
|
Object Detection (SP)
|
100% |
199
15.8 IPS |
|
Object Detection (HP)
|
100% |
191
15.1 IPS |
|
Object Detection (Q)
|
89% |
209
16.8 IPS |
|
Face Detection (SP)
|
100% |
1219
14.5 IPS |
|
Face Detection (HP)
|
100% |
1238
14.7 IPS |
|
Face Detection (Q)
|
97% |
1074
12.8 IPS |
|
Depth Estimation (SP)
|
100% |
987
7.61 IPS |
|
Depth Estimation (HP)
|
99% |
1181
9.12 IPS |
|
Depth Estimation (Q)
|
62% |
986
9.33 IPS |
|
Style Transfer (SP)
|
100% |
1934
2.49 IPS |
|
Style Transfer (HP)
|
100% |
3286
4.22 IPS |
|
Style Transfer (Q)
|
98% |
3262
4.21 IPS |
|
Image Super-Resolution (SP)
|
100% |
336
12.4 IPS |
|
Image Super-Resolution (HP)
|
100% |
413
15.3 IPS |
|
Image Super-Resolution (Q)
|
97% |
403
14.9 IPS |
|
Text Classification (SP)
|
100% |
52
69.2 IPS |
|
Text Classification (HP)
|
100% |
52
69.5 IPS |
|
Text Classification (Q)
|
91% |
96
129.2 IPS |
|
Machine Translation (SP)
|
100% |
85
1.47 IPS |
|
Machine Translation (HP)
|
100% |
85
1.47 IPS |
|
Machine Translation (Q)
|
57% |
74
1.80 IPS |