Upload Date | January 19 2022 08:50 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | samsung SM-A525F |
Model ID | samsung SM-A525F |
Motherboard | atoll |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 15 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.32 GHz |
Memory Information | |
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Size | 5.37 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
310
33.2 IPS |
|
Image Classification (F16)
|
100% |
535
57.3 IPS |
|
Image Classification (I8)
|
80% |
471
50.5 IPS |
|
Image Segmentation (F32)
|
100% |
705
4.35 IPS |
|
Image Segmentation (F16)
|
100% |
1339
8.27 IPS |
|
Image Segmentation (I8)
|
89% |
1175
7.26 IPS |
|
Pose Estimation (F32)
|
100% |
353
1.43 IPS |
|
Pose Estimation (F16)
|
100% |
686
2.78 IPS |
|
Pose Estimation (I8)
|
80% |
681
2.75 IPS |
|
Object Detection (F32)
|
100% |
178
6.26 IPS |
|
Object Detection (F16)
|
99% |
222
7.80 IPS |
|
Object Detection (I8)
|
53% |
219
7.67 IPS |
|
Face Detection (F32)
|
100% |
628
7.22 IPS |
|
Face Detection (F16)
|
97% |
1060
12.2 IPS |
|
Face Detection (I8)
|
76% |
895
10.3 IPS |
|
Text Classification (F32)
|
100% |
203
80.4 IPS |
|
Text Classification (F16)
|
98% |
248
98.1 IPS |
|
Machine Translation (F32)
|
100% |
224
34.5 IPS |
|
Machine Translation (F16)
|
100% |
224
34.5 IPS |