Upload Date | November 24 2022 06:43 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Samsung Galaxy S21 Ultra 5G |
Model ID | samsung SM-G998U |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
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Name | ARM SM8350 |
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 | 13.96 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
811
86.9 IPS |
|
Image Classification (F16)
|
100% |
1238
132.7 IPS |
|
Image Classification (I8)
|
80% |
1145
122.7 IPS |
|
Image Segmentation (F32)
|
100% |
1992
12.3 IPS |
|
Image Segmentation (F16)
|
100% |
3304
20.4 IPS |
|
Image Segmentation (I8)
|
89% |
3388
20.9 IPS |
|
Pose Estimation (F32)
|
100% |
874
3.54 IPS |
|
Pose Estimation (F16)
|
100% |
1640
6.64 IPS |
|
Pose Estimation (I8)
|
80% |
1632
6.60 IPS |
|
Object Detection (F32)
|
100% |
498
17.5 IPS |
|
Object Detection (F16)
|
99% |
575
20.2 IPS |
|
Object Detection (I8)
|
53% |
569
20.0 IPS |
|
Face Detection (F32)
|
100% |
1486
17.1 IPS |
|
Face Detection (F16)
|
97% |
2636
30.3 IPS |
|
Face Detection (I8)
|
75% |
2338
26.9 IPS |
|
Text Classification (F32)
|
100% |
501
198.1 IPS |
|
Text Classification (F16)
|
98% |
585
231.3 IPS |
|
Machine Translation (F32)
|
100% |
476
73.4 IPS |
|
Machine Translation (F16)
|
100% |
479
73.8 IPS |