Upload Date | June 21 2023 06:56 AM |
Views | 2 |
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 | 6.91 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1960
210.0 IPS |
|
Image Classification (F16)
|
100% |
2798
299.8 IPS |
|
Image Classification (I8)
|
80% |
2562
274.5 IPS |
|
Image Segmentation (F32)
|
100% |
5748
35.5 IPS |
|
Image Segmentation (F16)
|
100% |
10305
63.7 IPS |
|
Image Segmentation (I8)
|
89% |
8903
55.0 IPS |
|
Pose Estimation (F32)
|
100% |
2625
10.6 IPS |
|
Pose Estimation (F16)
|
100% |
4968
20.1 IPS |
|
Pose Estimation (I8)
|
80% |
4905
19.8 IPS |
|
Object Detection (F32)
|
100% |
716
25.1 IPS |
|
Object Detection (F16)
|
99% |
898
31.5 IPS |
|
Object Detection (I8)
|
53% |
881
30.9 IPS |
|
Face Detection (F32)
|
100% |
3953
45.4 IPS |
|
Face Detection (F16)
|
97% |
6473
74.4 IPS |
|
Face Detection (I8)
|
75% |
5199
59.7 IPS |
|
Text Classification (F32)
|
100% |
802
317.2 IPS |
|
Text Classification (F16)
|
98% |
933
369.1 IPS |
|
Machine Translation (F32)
|
100% |
953
146.9 IPS |
|
Machine Translation (F16)
|
100% |
951
146.6 IPS |