| Upload Date | May 28 2023 05:02 AM |
| Views | 4 |
| 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% |
1738
186.2 IPS |
|
|
Image Classification (F16)
|
100% |
2623
281.1 IPS |
|
|
Image Classification (I8)
|
80% |
2243
240.3 IPS |
|
|
Image Segmentation (F32)
|
100% |
4975
30.7 IPS |
|
|
Image Segmentation (F16)
|
100% |
9004
55.6 IPS |
|
|
Image Segmentation (I8)
|
89% |
8358
51.6 IPS |
|
|
Pose Estimation (F32)
|
100% |
2574
10.4 IPS |
|
|
Pose Estimation (F16)
|
100% |
4834
19.6 IPS |
|
|
Pose Estimation (I8)
|
80% |
4811
19.5 IPS |
|
|
Object Detection (F32)
|
100% |
772
27.1 IPS |
|
|
Object Detection (F16)
|
99% |
1055
37.0 IPS |
|
|
Object Detection (I8)
|
53% |
1059
37.2 IPS |
|
|
Face Detection (F32)
|
100% |
3685
42.3 IPS |
|
|
Face Detection (F16)
|
97% |
5642
64.8 IPS |
|
|
Face Detection (I8)
|
75% |
4994
57.4 IPS |
|
|
Text Classification (F32)
|
100% |
747
295.4 IPS |
|
|
Text Classification (F16)
|
98% |
862
341.0 IPS |
|
|
Machine Translation (F32)
|
100% |
1141
175.8 IPS |
|
|
Machine Translation (F16)
|
100% |
1097
169.1 IPS |