Upload Date | September 25 2024 02:49 PM |
Views | 4 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
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% |
177
32.9 IPS |
|
Image Classification (HP)
|
100% |
176
32.7 IPS |
|
Image Classification (Q)
|
100% |
432
80.3 IPS |
|
Image Segmentation (SP)
|
100% |
179
2.90 IPS |
|
Image Segmentation (HP)
|
100% |
175
2.84 IPS |
|
Image Segmentation (Q)
|
98% |
518
8.43 IPS |
|
Pose Estimation (SP)
|
100% |
637
0.74 IPS |
|
Pose Estimation (HP)
|
100% |
642
0.75 IPS |
|
Pose Estimation (Q)
|
84% |
1090
1.29 IPS |
|
Object Detection (SP)
|
100% |
169
13.4 IPS |
|
Object Detection (HP)
|
100% |
169
13.4 IPS |
|
Object Detection (Q)
|
83% |
482
38.9 IPS |
|
Face Detection (SP)
|
100% |
383
4.55 IPS |
|
Face Detection (HP)
|
100% |
376
4.47 IPS |
|
Face Detection (Q)
|
95% |
930
11.1 IPS |
|
Depth Estimation (SP)
|
100% |
530
4.08 IPS |
|
Depth Estimation (HP)
|
99% |
524
4.04 IPS |
|
Depth Estimation (Q)
|
64% |
1046
9.58 IPS |
|
Style Transfer (SP)
|
89% |
1112
1.44 IPS |
|
Style Transfer (HP)
|
89% |
1141
1.48 IPS |
|
Style Transfer (Q)
|
98% |
2527
3.26 IPS |
|
Image Super-Resolution (SP)
|
100% |
320
11.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
320
11.8 IPS |
|
Image Super-Resolution (Q)
|
97% |
606
22.4 IPS |
|
Text Classification (SP)
|
100% |
173
230.5 IPS |
|
Text Classification (HP)
|
100% |
172
229.6 IPS |
|
Text Classification (Q)
|
88% |
271
365.4 IPS |
|
Machine Translation (SP)
|
100% |
245
4.21 IPS |
|
Machine Translation (HP)
|
100% |
243
4.18 IPS |
|
Machine Translation (Q)
|
50% |
154
5.47 IPS |