Upload Date | August 31 2022 11:17 AM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Sony XQ-CT54 |
Model ID | Sony XQ-CT54 |
Motherboard | taro |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 10.81 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1761
188.7 IPS |
|
Image Classification (F16)
|
100% |
2515
269.4 IPS |
|
Image Classification (I8)
|
80% |
2406
257.8 IPS |
|
Image Segmentation (F32)
|
100% |
4114
25.4 IPS |
|
Image Segmentation (F16)
|
100% |
6770
41.8 IPS |
|
Image Segmentation (I8)
|
89% |
6209
38.4 IPS |
|
Pose Estimation (F32)
|
100% |
1982
8.02 IPS |
|
Pose Estimation (F16)
|
100% |
3767
15.2 IPS |
|
Pose Estimation (I8)
|
80% |
3793
15.3 IPS |
|
Object Detection (F32)
|
100% |
703
24.7 IPS |
|
Object Detection (F16)
|
99% |
832
29.2 IPS |
|
Object Detection (I8)
|
53% |
794
27.9 IPS |
|
Face Detection (F32)
|
100% |
2784
32.0 IPS |
|
Face Detection (F16)
|
97% |
5329
61.2 IPS |
|
Face Detection (I8)
|
75% |
4172
47.9 IPS |
|
Text Classification (F32)
|
100% |
792
313.3 IPS |
|
Text Classification (F16)
|
98% |
953
377.0 IPS |
|
Machine Translation (F32)
|
100% |
968
149.1 IPS |
|
Machine Translation (F16)
|
100% |
974
150.0 IPS |