Upload Date | October 21 2021 07:45 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Samsung Galaxy A51 |
Model ID | samsung SM-A515F |
Motherboard | exynos9611 |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3337 revision 2 |
Base Frequency | 1.74 GHz |
Cluster 1 | 4 Cores @ 1.74 GHz |
Cluster 2 | 4 Cores @ 2.31 GHz |
Memory Information | |
---|---|
Size | 5.44 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
302
32.3 IPS |
|
Image Classification (F16)
|
100% |
524
56.1 IPS |
|
Image Classification (I8)
|
81% |
488
52.3 IPS |
|
Image Segmentation (F32)
|
100% |
530
3.27 IPS |
|
Image Segmentation (F16)
|
100% |
1273
7.86 IPS |
|
Image Segmentation (I8)
|
89% |
1254
7.75 IPS |
|
Pose Estimation (F32)
|
100% |
151
0.61 IPS |
|
Pose Estimation (F16)
|
0% |
533
2.16 IPS |
|
Pose Estimation (I8)
|
0% |
530
2.15 IPS |
|
Object Detection (F32)
|
100% |
180
6.32 IPS |
|
Object Detection (F16)
|
99% |
300
10.5 IPS |
|
Object Detection (I8)
|
54% |
271
9.51 IPS |
|
Face Detection (F32)
|
100% |
514
5.91 IPS |
|
Face Detection (F16)
|
97% |
1089
12.5 IPS |
|
Face Detection (I8)
|
75% |
939
10.8 IPS |
|
Text Classification (F32)
|
0
|
||
Text Classification (F16)
|
46% |
479
189.4 IPS |
|
Machine Translation (F32)
|
100% |
99
15.2 IPS |
|
Machine Translation (F16)
|
100% |
98
15.2 IPS |