| Upload Date | December 08 2022 02:11 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | Android 13 |
| Model | samsung SM-A528B |
| Model ID | samsung SM-A528B |
| Motherboard | lahaina |
| Governor | schedutil |
| CPU Information | |
|---|---|
| Name | ARM ARMv8 |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
| Base Frequency | 1.80 GHz |
| Cluster 1 | 4 Cores @ 1.80 GHz |
| Cluster 2 | 4 Cores @ 2.40 GHz |
| Memory Information | |
|---|---|
| Size | 5.24 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
270
28.9 IPS |
|
|
Image Classification (F16)
|
100% |
192
20.5 IPS |
|
|
Image Classification (I8)
|
81% |
196
21.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
434
2.68 IPS |
|
|
Image Segmentation (F16)
|
100% |
434
2.68 IPS |
|
|
Image Segmentation (I8)
|
89% |
743
4.59 IPS |
|
|
Pose Estimation (F32)
|
100% |
232
0.94 IPS |
|
|
Pose Estimation (F16)
|
100% |
234
0.95 IPS |
|
|
Pose Estimation (I8)
|
80% |
189
0.76 IPS |
|
|
Object Detection (F32)
|
100% |
263
9.23 IPS |
|
|
Object Detection (F16)
|
100% |
266
9.33 IPS |
|
|
Object Detection (I8)
|
52% |
260
9.12 IPS |
|
|
Face Detection (F32)
|
100% |
437
5.02 IPS |
|
|
Face Detection (F16)
|
100% |
430
4.94 IPS |
|
|
Face Detection (I8)
|
75% |
420
4.83 IPS |
|
|
Text Classification (F32)
|
100% |
295
116.7 IPS |
|
|
Text Classification (F16)
|
100% |
295
116.5 IPS |
|
|
Machine Translation (F32)
|
100% |
372
57.3 IPS |
|
|
Machine Translation (F16)
|
100% |
373
57.5 IPS |
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