| Upload Date | December 09 2022 05:16 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 | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
79
8.42 IPS |
|
|
Image Classification (F16)
|
100% |
75
8.04 IPS |
|
|
Image Classification (I8)
|
81% |
220
23.5 IPS |
|
|
Image Segmentation (F32)
|
100% |
260
1.61 IPS |
|
|
Image Segmentation (F16)
|
100% |
247
1.53 IPS |
|
|
Image Segmentation (I8)
|
89% |
606
3.75 IPS |
|
|
Pose Estimation (F32)
|
100% |
132
0.53 IPS |
|
|
Pose Estimation (F16)
|
100% |
129
0.52 IPS |
|
|
Pose Estimation (I8)
|
80% |
158
0.64 IPS |
|
|
Object Detection (F32)
|
100% |
121
4.23 IPS |
|
|
Object Detection (F16)
|
100% |
120
4.20 IPS |
|
|
Object Detection (I8)
|
52% |
258
9.07 IPS |
|
|
Face Detection (F32)
|
100% |
217
2.49 IPS |
|
|
Face Detection (F16)
|
100% |
212
2.44 IPS |
|
|
Face Detection (I8)
|
75% |
416
4.78 IPS |
|
|
Text Classification (F32)
|
100% |
138
54.7 IPS |
|
|
Text Classification (F16)
|
100% |
142
56.3 IPS |
|
|
Machine Translation (F32)
|
100% |
230
35.4 IPS |
|
|
Machine Translation (F16)
|
100% |
237
36.6 IPS |
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