User | mrcrunch08 |
Upload Date | April 23 2023 06:01 PM |
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 | 10.80 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1906
204.2 IPS |
|
Image Classification (F16)
|
100% |
2826
302.8 IPS |
|
Image Classification (I8)
|
80% |
2388
255.9 IPS |
|
Image Segmentation (F32)
|
100% |
5344
33.0 IPS |
|
Image Segmentation (F16)
|
100% |
9071
56.0 IPS |
|
Image Segmentation (I8)
|
89% |
7875
48.6 IPS |
|
Pose Estimation (F32)
|
100% |
2546
10.3 IPS |
|
Pose Estimation (F16)
|
100% |
4890
19.8 IPS |
|
Pose Estimation (I8)
|
80% |
4795
19.4 IPS |
|
Object Detection (F32)
|
100% |
807
28.3 IPS |
|
Object Detection (F16)
|
99% |
1045
36.7 IPS |
|
Object Detection (I8)
|
53% |
968
34.0 IPS |
|
Face Detection (F32)
|
100% |
3754
43.1 IPS |
|
Face Detection (F16)
|
97% |
5668
65.1 IPS |
|
Face Detection (I8)
|
75% |
4872
56.0 IPS |
|
Text Classification (F32)
|
100% |
735
290.6 IPS |
|
Text Classification (F16)
|
98% |
852
337.0 IPS |
|
Machine Translation (F32)
|
100% |
1110
171.0 IPS |
|
Machine Translation (F16)
|
100% |
1145
176.4 IPS |