Upload Date | May 19 2023 11:06 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-S918U |
Model ID | samsung SM-S918U |
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 | 10.80 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1761
188.7 IPS |
|
Image Classification (F16)
|
100% |
2620
280.7 IPS |
|
Image Classification (I8)
|
80% |
2304
246.9 IPS |
|
Image Segmentation (F32)
|
100% |
5538
34.2 IPS |
|
Image Segmentation (F16)
|
100% |
8167
50.4 IPS |
|
Image Segmentation (I8)
|
89% |
8475
52.3 IPS |
|
Pose Estimation (F32)
|
100% |
2616
10.6 IPS |
|
Pose Estimation (F16)
|
100% |
4928
19.9 IPS |
|
Pose Estimation (I8)
|
80% |
4852
19.6 IPS |
|
Object Detection (F32)
|
100% |
790
27.7 IPS |
|
Object Detection (F16)
|
99% |
1019
35.8 IPS |
|
Object Detection (I8)
|
53% |
1029
36.1 IPS |
|
Face Detection (F32)
|
100% |
3596
41.3 IPS |
|
Face Detection (F16)
|
97% |
6394
73.5 IPS |
|
Face Detection (I8)
|
75% |
5041
57.9 IPS |
|
Text Classification (F32)
|
100% |
776
307.1 IPS |
|
Text Classification (F16)
|
98% |
897
354.7 IPS |
|
Machine Translation (F32)
|
100% |
1143
176.1 IPS |
|
Machine Translation (F16)
|
100% |
1155
177.9 IPS |