| Upload Date | December 09 2022 05:19 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | Android 13 |
| Model | samsung SM-M536B |
| Model ID | samsung SM-M536B |
| Motherboard | m53x |
| CPU Information | |
|---|---|
| Name | ARM MT6877V/ZA |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 0 |
| Base Frequency | 2.00 GHz |
| Cluster 1 | 6 Cores @ 2.00 GHz |
| Cluster 2 | 2 Cores @ 2.40 GHz |
| Memory Information | |
|---|---|
| Size | 7.36 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
391
41.9 IPS |
|
|
Image Classification (F16)
|
100% |
937
100.3 IPS |
|
|
Image Classification (I8)
|
80% |
504
54.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
1034
6.39 IPS |
|
|
Image Segmentation (F16)
|
100% |
1902
11.7 IPS |
|
|
Image Segmentation (I8)
|
89% |
1856
11.5 IPS |
|
|
Pose Estimation (F32)
|
100% |
353
1.43 IPS |
|
|
Pose Estimation (F16)
|
100% |
901
3.65 IPS |
|
|
Pose Estimation (I8)
|
80% |
875
3.54 IPS |
|
|
Object Detection (F32)
|
100% |
334
11.7 IPS |
|
|
Object Detection (F16)
|
100% |
427
15.0 IPS |
|
|
Object Detection (I8)
|
54% |
345
12.1 IPS |
|
|
Face Detection (F32)
|
100% |
1020
11.7 IPS |
|
|
Face Detection (F16)
|
97% |
1818
20.9 IPS |
|
|
Face Detection (I8)
|
75% |
1635
18.8 IPS |
|
|
Text Classification (F32)
|
100% |
391
154.6 IPS |
|
|
Text Classification (F16)
|
98% |
444
175.6 IPS |
|
|
Machine Translation (F32)
|
100% |
229
35.4 IPS |
|
|
Machine Translation (F16)
|
100% |
309
47.7 IPS |
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