Upload Date | June 26 2025 03:41 PM |
Views | 6 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Qualcomm Qualcomm |
System Information | |
---|---|
Operating System | Android 15 |
Model | Google Pixel 5a |
Model ID | Google Pixel 5a |
Motherboard | barbet |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 14 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 1 Core @ 2.21 GHz |
Cluster 3 | 1 Core @ 2.40 GHz |
Memory Information | |
---|---|
Size | 5.33 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
98
18.3 IPS |
|
Image Classification (HP)
|
100% |
145
26.9 IPS |
|
Image Classification (Q)
|
97% |
169
31.5 IPS |
|
Image Segmentation (SP)
|
100% |
139
2.25 IPS |
|
Image Segmentation (HP)
|
100% |
299
4.84 IPS |
|
Image Segmentation (Q)
|
98% |
297
4.82 IPS |
|
Pose Estimation (SP)
|
100% |
177
0.21 IPS |
|
Pose Estimation (HP)
|
100% |
237
0.28 IPS |
|
Pose Estimation (Q)
|
95% |
235
0.28 IPS |
|
Object Detection (SP)
|
100% |
88
6.97 IPS |
|
Object Detection (HP)
|
100% |
120
9.56 IPS |
|
Object Detection (Q)
|
89% |
130
10.4 IPS |
|
Face Detection (SP)
|
100% |
248
2.95 IPS |
|
Face Detection (HP)
|
100% |
556
6.61 IPS |
|
Face Detection (Q)
|
97% |
588
7.01 IPS |
|
Depth Estimation (SP)
|
100% |
228
1.75 IPS |
|
Depth Estimation (HP)
|
99% |
426
3.29 IPS |
|
Depth Estimation (Q)
|
62% |
350
3.32 IPS |
|
Style Transfer (SP)
|
100% |
413
0.53 IPS |
|
Style Transfer (HP)
|
100% |
1020
1.31 IPS |
|
Style Transfer (Q)
|
98% |
1016
1.31 IPS |
|
Image Super-Resolution (SP)
|
100% |
105
3.88 IPS |
|
Image Super-Resolution (HP)
|
100% |
158
5.83 IPS |
|
Image Super-Resolution (Q)
|
97% |
151
5.59 IPS |
|
Text Classification (SP)
|
100% |
164
219.0 IPS |
|
Text Classification (HP)
|
100% |
163
217.6 IPS |
|
Text Classification (Q)
|
91% |
273
366.9 IPS |
|
Machine Translation (SP)
|
100% |
273
4.70 IPS |
|
Machine Translation (HP)
|
100% |
281
4.84 IPS |
|
Machine Translation (Q)
|
57% |
176
4.31 IPS |