Upload Date | September 22 2024 04:02 AM |
Views | 9 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Qualcomm Snapdragon 670 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Google Pixel 3a |
Model ID | Google Pixel 3a |
Motherboard | sargo |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 6 part 2050 revision 13 |
Base Frequency | 1.71 GHz |
Cluster 1 | 6 Cores @ 1.71 GHz |
Cluster 2 | 2 Cores @ 2.00 GHz |
Memory Information | |
---|---|
Size | 3.51 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
61
11.4 IPS |
|
Image Classification (HP)
|
100% |
103
19.2 IPS |
|
Image Classification (Q)
|
97% |
109
20.4 IPS |
|
Image Segmentation (SP)
|
100% |
83
1.35 IPS |
|
Image Segmentation (HP)
|
100% |
152
2.47 IPS |
|
Image Segmentation (Q)
|
98% |
151
2.46 IPS |
|
Pose Estimation (SP)
|
100% |
117
0.14 IPS |
|
Pose Estimation (HP)
|
100% |
185
0.22 IPS |
|
Pose Estimation (Q)
|
95% |
184
0.22 IPS |
|
Object Detection (SP)
|
100% |
55
4.37 IPS |
|
Object Detection (HP)
|
100% |
89
7.03 IPS |
|
Object Detection (Q)
|
89% |
92
7.39 IPS |
|
Face Detection (SP)
|
100% |
148
1.76 IPS |
|
Face Detection (HP)
|
100% |
272
3.24 IPS |
|
Face Detection (Q)
|
97% |
288
3.44 IPS |
|
Depth Estimation (SP)
|
100% |
145
1.12 IPS |
|
Depth Estimation (HP)
|
99% |
266
2.05 IPS |
|
Depth Estimation (Q)
|
62% |
219
2.07 IPS |
|
Style Transfer (SP)
|
100% |
278
0.36 IPS |
|
Style Transfer (HP)
|
100% |
640
0.82 IPS |
|
Style Transfer (Q)
|
98% |
635
0.82 IPS |
|
Image Super-Resolution (SP)
|
100% |
72
2.64 IPS |
|
Image Super-Resolution (HP)
|
100% |
132
4.89 IPS |
|
Image Super-Resolution (Q)
|
97% |
131
4.85 IPS |
|
Text Classification (SP)
|
100% |
73
96.8 IPS |
|
Text Classification (HP)
|
100% |
72
96.5 IPS |
|
Text Classification (Q)
|
91% |
86
115.2 IPS |
|
Machine Translation (SP)
|
100% |
133
2.29 IPS |
|
Machine Translation (HP)
|
100% |
133
2.29 IPS |
|
Machine Translation (Q)
|
57% |
81
1.98 IPS |