Upload Date | February 11 2023 05:22 AM |
Views | 7 |
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 |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1827
195.8 IPS |
|
Image Classification (F16)
|
100% |
2898
310.5 IPS |
|
Image Classification (I8)
|
80% |
2466
264.2 IPS |
|
Image Segmentation (F32)
|
100% |
5368
33.2 IPS |
|
Image Segmentation (F16)
|
100% |
8813
54.4 IPS |
|
Image Segmentation (I8)
|
89% |
7853
48.5 IPS |
|
Pose Estimation (F32)
|
100% |
2619
10.6 IPS |
|
Pose Estimation (F16)
|
100% |
4933
20.0 IPS |
|
Pose Estimation (I8)
|
80% |
4871
19.7 IPS |
|
Object Detection (F32)
|
100% |
819
28.7 IPS |
|
Object Detection (F16)
|
99% |
1137
39.9 IPS |
|
Object Detection (I8)
|
53% |
1001
35.1 IPS |
|
Face Detection (F32)
|
100% |
3945
45.3 IPS |
|
Face Detection (F16)
|
97% |
6512
74.8 IPS |
|
Face Detection (I8)
|
75% |
5378
61.8 IPS |
|
Text Classification (F32)
|
100% |
750
296.7 IPS |
|
Text Classification (F16)
|
98% |
898
355.3 IPS |
|
Machine Translation (F32)
|
100% |
1138
175.4 IPS |
|
Machine Translation (F16)
|
100% |
1133
174.6 IPS |