Upload Date | March 19 2023 03:37 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | motorola moto g power (2021) |
Model ID | motorola moto g power (2021) |
Motherboard | borneo |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 10 part 2048 revision 2 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 4 Cores @ 2.02 GHz |
Memory Information | |
---|---|
Size | 2.66 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
131
14.0 IPS |
|
Image Classification (F16)
|
100% |
255
27.3 IPS |
|
Image Classification (I8)
|
80% |
231
24.7 IPS |
|
Image Segmentation (F32)
|
100% |
276
1.71 IPS |
|
Image Segmentation (F16)
|
100% |
543
3.36 IPS |
|
Image Segmentation (I8)
|
89% |
514
3.18 IPS |
|
Pose Estimation (F32)
|
100% |
120
0.49 IPS |
|
Pose Estimation (F16)
|
100% |
231
0.94 IPS |
|
Pose Estimation (I8)
|
80% |
229
0.93 IPS |
|
Object Detection (F32)
|
100% |
117
4.09 IPS |
|
Object Detection (F16)
|
99% |
166
5.82 IPS |
|
Object Detection (I8)
|
53% |
159
5.56 IPS |
|
Face Detection (F32)
|
100% |
273
3.14 IPS |
|
Face Detection (F16)
|
97% |
480
5.52 IPS |
|
Face Detection (I8)
|
76% |
442
5.08 IPS |
|
Text Classification (F32)
|
100% |
159
62.7 IPS |
|
Text Classification (F16)
|
98% |
202
79.8 IPS |
|
Machine Translation (F32)
|
100% |
97
15.0 IPS |
|
Machine Translation (F16)
|
100% |
98
15.1 IPS |