User | kasid |
Upload Date | September 03 2025 10:26 PM |
Views | 9 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 730G |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 4a |
Model ID | Google Pixel 4a |
Motherboard | sunfish |
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 | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 5.47 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
225
41.8 IPS |
|
Image Classification (HP)
|
100% |
225
41.9 IPS |
|
Image Classification (Q)
|
100% |
648
120.6 IPS |
|
Image Segmentation (SP)
|
100% |
249
4.04 IPS |
|
Image Segmentation (HP)
|
100% |
237
3.83 IPS |
|
Image Segmentation (Q)
|
98% |
578
9.39 IPS |
|
Pose Estimation (SP)
|
100% |
948
1.11 IPS |
|
Pose Estimation (HP)
|
100% |
942
1.10 IPS |
|
Pose Estimation (Q)
|
84% |
1234
1.46 IPS |
|
Object Detection (SP)
|
100% |
188
14.9 IPS |
|
Object Detection (HP)
|
100% |
188
14.9 IPS |
|
Object Detection (Q)
|
83% |
525
42.4 IPS |
|
Face Detection (SP)
|
100% |
623
7.41 IPS |
|
Face Detection (HP)
|
100% |
622
7.39 IPS |
|
Face Detection (Q)
|
95% |
1188
14.2 IPS |
|
Depth Estimation (SP)
|
100% |
823
6.34 IPS |
|
Depth Estimation (HP)
|
99% |
801
6.17 IPS |
|
Depth Estimation (Q)
|
64% |
1168
10.7 IPS |
|
Style Transfer (SP)
|
89% |
1507
1.96 IPS |
|
Style Transfer (HP)
|
89% |
1505
1.95 IPS |
|
Style Transfer (Q)
|
98% |
2873
3.71 IPS |
|
Image Super-Resolution (SP)
|
100% |
436
16.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
437
16.1 IPS |
|
Image Super-Resolution (Q)
|
97% |
715
26.5 IPS |
|
Text Classification (SP)
|
100% |
214
285.1 IPS |
|
Text Classification (HP)
|
100% |
208
277.6 IPS |
|
Text Classification (Q)
|
88% |
367
494.9 IPS |
|
Machine Translation (SP)
|
100% |
387
6.66 IPS |
|
Machine Translation (HP)
|
100% |
382
6.57 IPS |
|
Machine Translation (Q)
|
50% |
276
9.79 IPS |