Upload Date | June 10 2023 08:53 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-S918B |
Model ID | samsung SM-S918B |
Motherboard | kalama |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.36 GHz |
Memory Information | |
---|---|
Size | 6.91 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1849
198.1 IPS |
|
Image Classification (F16)
|
100% |
2665
285.5 IPS |
|
Image Classification (I8)
|
80% |
2407
257.9 IPS |
|
Image Segmentation (F32)
|
100% |
5109
31.6 IPS |
|
Image Segmentation (F16)
|
100% |
8913
55.1 IPS |
|
Image Segmentation (I8)
|
89% |
8232
50.8 IPS |
|
Pose Estimation (F32)
|
100% |
2624
10.6 IPS |
|
Pose Estimation (F16)
|
100% |
4888
19.8 IPS |
|
Pose Estimation (I8)
|
80% |
4842
19.6 IPS |
|
Object Detection (F32)
|
100% |
825
29.0 IPS |
|
Object Detection (F16)
|
99% |
1016
35.7 IPS |
|
Object Detection (I8)
|
53% |
986
34.6 IPS |
|
Face Detection (F32)
|
100% |
3754
43.1 IPS |
|
Face Detection (F16)
|
97% |
5907
67.9 IPS |
|
Face Detection (I8)
|
75% |
5117
58.8 IPS |
|
Text Classification (F32)
|
100% |
751
296.9 IPS |
|
Text Classification (F16)
|
98% |
864
341.7 IPS |
|
Machine Translation (F32)
|
100% |
1159
178.6 IPS |
|
Machine Translation (F16)
|
100% |
1157
178.3 IPS |