User | kasid |
Upload Date | September 03 2025 11:06 PM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
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% |
97
18.0 IPS |
|
Image Classification (HP)
|
100% |
152
28.2 IPS |
|
Image Classification (Q)
|
97% |
159
29.7 IPS |
|
Image Segmentation (SP)
|
100% |
127
2.06 IPS |
|
Image Segmentation (HP)
|
100% |
226
3.67 IPS |
|
Image Segmentation (Q)
|
98% |
222
3.62 IPS |
|
Pose Estimation (SP)
|
100% |
189
0.22 IPS |
|
Pose Estimation (HP)
|
100% |
269
0.31 IPS |
|
Pose Estimation (Q)
|
95% |
268
0.31 IPS |
|
Object Detection (SP)
|
100% |
86
6.80 IPS |
|
Object Detection (HP)
|
100% |
130
10.3 IPS |
|
Object Detection (Q)
|
89% |
136
10.9 IPS |
|
Face Detection (SP)
|
100% |
225
2.67 IPS |
|
Face Detection (HP)
|
100% |
402
4.78 IPS |
|
Face Detection (Q)
|
97% |
424
5.06 IPS |
|
Depth Estimation (SP)
|
100% |
231
1.78 IPS |
|
Depth Estimation (HP)
|
99% |
396
3.06 IPS |
|
Depth Estimation (Q)
|
62% |
325
3.08 IPS |
|
Style Transfer (SP)
|
100% |
445
0.57 IPS |
|
Style Transfer (HP)
|
100% |
972
1.25 IPS |
|
Style Transfer (Q)
|
98% |
967
1.25 IPS |
|
Image Super-Resolution (SP)
|
100% |
104
3.85 IPS |
|
Image Super-Resolution (HP)
|
100% |
186
6.85 IPS |
|
Image Super-Resolution (Q)
|
97% |
181
6.71 IPS |
|
Text Classification (SP)
|
100% |
122
162.6 IPS |
|
Text Classification (HP)
|
100% |
120
160.8 IPS |
|
Text Classification (Q)
|
91% |
197
264.9 IPS |
|
Machine Translation (SP)
|
100% |
209
3.61 IPS |
|
Machine Translation (HP)
|
100% |
212
3.66 IPS |
|
Machine Translation (Q)
|
57% |
148
3.62 IPS |