Upload Date | January 19 2022 10:02 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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
389
41.6 IPS |
|
Image Classification (F16)
|
100% |
304
32.6 IPS |
|
Image Classification (I8)
|
81% |
157
16.9 IPS |
|
Image Segmentation (F32)
|
100% |
602
3.72 IPS |
|
Image Segmentation (F16)
|
100% |
588
3.63 IPS |
|
Image Segmentation (I8)
|
89% |
844
5.21 IPS |
|
Pose Estimation (F32)
|
100% |
263
1.06 IPS |
|
Pose Estimation (F16)
|
100% |
254
1.03 IPS |
|
Pose Estimation (I8)
|
80% |
238
0.96 IPS |
|
Object Detection (F32)
|
100% |
444
15.6 IPS |
|
Object Detection (F16)
|
100% |
421
14.8 IPS |
|
Object Detection (I8)
|
52% |
251
8.80 IPS |
|
Face Detection (F32)
|
100% |
641
7.37 IPS |
|
Face Detection (F16)
|
100% |
580
6.66 IPS |
|
Face Detection (I8)
|
75% |
514
5.90 IPS |
|
Text Classification (F32)
|
100% |
330
130.6 IPS |
|
Text Classification (F16)
|
100% |
330
130.5 IPS |
|
Machine Translation (F32)
|
100% |
744
114.7 IPS |
|
Machine Translation (F16)
|
100% |
744
114.6 IPS |