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 | |
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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 |