Upload Date | November 03 2021 11:06 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Samsung Galaxy A51 5G |
Model ID | samsung SM-A516N |
Motherboard | exynos980 |
Governor | energy_step |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.79 GHz |
Cluster 1 | 6 Cores @ 1.79 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 5.20 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
383
41.1 IPS |
|
Image Classification (F16)
|
100% |
718
77.0 IPS |
|
Image Classification (I8)
|
80% |
654
70.1 IPS |
|
Image Segmentation (F32)
|
100% |
902
5.57 IPS |
|
Image Segmentation (F16)
|
100% |
1867
11.5 IPS |
|
Image Segmentation (I8)
|
89% |
1824
11.3 IPS |
|
Pose Estimation (F32)
|
100% |
201
0.81 IPS |
|
Pose Estimation (F16)
|
100% |
955
3.86 IPS |
|
Pose Estimation (I8)
|
80% |
945
3.82 IPS |
|
Object Detection (F32)
|
100% |
332
11.6 IPS |
|
Object Detection (F16)
|
100% |
491
17.2 IPS |
|
Object Detection (I8)
|
54% |
483
16.9 IPS |
|
Face Detection (F32)
|
100% |
808
9.28 IPS |
|
Face Detection (F16)
|
97% |
1791
20.6 IPS |
|
Face Detection (I8)
|
75% |
1545
17.8 IPS |
|
Text Classification (F32)
|
100% |
426
168.3 IPS |
|
Text Classification (F16)
|
98% |
592
234.0 IPS |
|
Machine Translation (F32)
|
100% |
376
57.9 IPS |
|
Machine Translation (F16)
|
100% |
368
56.7 IPS |