| Upload Date | January 19 2022 10:18 AM |
| Views | 2 |
| System Information | |
|---|---|
| Operating System | Android 11 |
| Model | Samsung Galaxy S21 Ultra 5G |
| Model ID | samsung SM-G998U |
| Motherboard | lahaina |
| Governor | schedutil |
| CPU Information | |
|---|---|
| Name | ARM ARMv8 |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
| Base Frequency | 1.80 GHz |
| Cluster 1 | 4 Cores @ 1.80 GHz |
| Cluster 2 | 3 Cores @ 2.42 GHz |
| Cluster 3 | 1 Core @ 2.84 GHz |
| Memory Information | |
|---|---|
| Size | 9.97 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
1256
134.6 IPS |
|
|
Image Classification (F16)
|
100% |
1873
200.7 IPS |
|
|
Image Classification (I8)
|
80% |
1680
180.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
3301
20.4 IPS |
|
|
Image Segmentation (F16)
|
100% |
4953
30.6 IPS |
|
|
Image Segmentation (I8)
|
89% |
4997
30.9 IPS |
|
|
Pose Estimation (F32)
|
100% |
1502
6.08 IPS |
|
|
Pose Estimation (F16)
|
100% |
2774
11.2 IPS |
|
|
Pose Estimation (I8)
|
80% |
2769
11.2 IPS |
|
|
Object Detection (F32)
|
100% |
760
26.7 IPS |
|
|
Object Detection (F16)
|
99% |
1044
36.6 IPS |
|
|
Object Detection (I8)
|
53% |
739
25.9 IPS |
|
|
Face Detection (F32)
|
100% |
2311
26.5 IPS |
|
|
Face Detection (F16)
|
97% |
3985
45.8 IPS |
|
|
Face Detection (I8)
|
75% |
3811
43.8 IPS |
|
|
Text Classification (F32)
|
100% |
738
291.9 IPS |
|
|
Text Classification (F16)
|
98% |
822
325.1 IPS |
|
|
Machine Translation (F32)
|
100% |
628
96.8 IPS |
|
|
Machine Translation (F16)
|
100% |
673
103.7 IPS |