Upload Date | September 25 2024 01:52 PM |
Views | 3 |
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% |
425
79.0 IPS |
|
Image Classification (HP)
|
100% |
404
75.2 IPS |
|
Image Classification (Q)
|
97% |
400
74.7 IPS |
|
Image Segmentation (SP)
|
100% |
233
3.77 IPS |
|
Image Segmentation (HP)
|
100% |
207
3.36 IPS |
|
Image Segmentation (Q)
|
98% |
203
3.30 IPS |
|
Pose Estimation (SP)
|
100% |
738
0.86 IPS |
|
Pose Estimation (HP)
|
100% |
386
0.45 IPS |
|
Pose Estimation (Q)
|
95% |
385
0.45 IPS |
|
Object Detection (SP)
|
100% |
189
15.0 IPS |
|
Object Detection (HP)
|
100% |
183
14.5 IPS |
|
Object Detection (Q)
|
89% |
199
15.9 IPS |
|
Face Detection (SP)
|
100% |
1137
13.5 IPS |
|
Face Detection (HP)
|
100% |
1050
12.5 IPS |
|
Face Detection (Q)
|
97% |
1136
13.6 IPS |
|
Depth Estimation (SP)
|
100% |
988
7.61 IPS |
|
Depth Estimation (HP)
|
99% |
1214
9.38 IPS |
|
Depth Estimation (Q)
|
62% |
977
9.25 IPS |
|
Style Transfer (SP)
|
100% |
2154
2.77 IPS |
|
Style Transfer (HP)
|
100% |
3499
4.50 IPS |
|
Style Transfer (Q)
|
98% |
3455
4.46 IPS |
|
Image Super-Resolution (SP)
|
100% |
442
16.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
466
17.2 IPS |
|
Image Super-Resolution (Q)
|
97% |
441
16.4 IPS |
|
Text Classification (SP)
|
100% |
53
70.1 IPS |
|
Text Classification (HP)
|
100% |
51
67.7 IPS |
|
Text Classification (Q)
|
91% |
96
129.3 IPS |
|
Machine Translation (SP)
|
100% |
85
1.47 IPS |
|
Machine Translation (HP)
|
100% |
86
1.47 IPS |
|
Machine Translation (Q)
|
57% |
74
1.82 IPS |