Upload Date | December 09 2022 05:24 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Samsung Galaxy A30s |
Model ID | samsung SM-A307FN |
Motherboard | exynos7904 |
Governor | interactive |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3337 revision 2 |
Base Frequency | 1.59 GHz |
Cluster 1 | 6 Cores @ 1.59 GHz |
Cluster 2 | 2 Cores @ 1.77 GHz |
Memory Information | |
---|---|
Size | 3.64 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
158
16.9 IPS |
|
Image Classification (F16)
|
100% |
323
34.6 IPS |
|
Image Classification (I8)
|
81% |
299
32.1 IPS |
|
Image Segmentation (F32)
|
100% |
285
1.76 IPS |
|
Image Segmentation (F16)
|
100% |
728
4.49 IPS |
|
Image Segmentation (I8)
|
89% |
699
4.32 IPS |
|
Pose Estimation (F32)
|
100% |
85
0.34 IPS |
|
Pose Estimation (F16)
|
0% |
285
1.15 IPS |
|
Pose Estimation (I8)
|
0% |
285
1.15 IPS |
|
Object Detection (F32)
|
100% |
149
5.23 IPS |
|
Object Detection (F16)
|
99% |
245
8.61 IPS |
|
Object Detection (I8)
|
54% |
241
8.44 IPS |
|
Face Detection (F32)
|
100% |
298
3.43 IPS |
|
Face Detection (F16)
|
97% |
670
7.70 IPS |
|
Face Detection (I8)
|
75% |
587
6.74 IPS |
|
Text Classification (F32)
|
100% |
250
98.7 IPS |
|
Text Classification (F16)
|
46% |
375
148.5 IPS |
|
Machine Translation (F32)
|
100% |
89
13.7 IPS |
|
Machine Translation (F16)
|
100% |
90
13.9 IPS |