| Upload Date | December 08 2022 12:18 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | Android 12 |
| Model | samsung SM-M236B |
| Model ID | samsung SM-M236B |
| Motherboard | lito |
| Governor | schedutil |
| CPU Information | |
|---|---|
| Name | ARM Qualcomm |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
| Base Frequency | 1.80 GHz |
| Cluster 1 | 6 Cores @ 1.80 GHz |
| Cluster 2 | 2 Cores @ 2.21 GHz |
| Memory Information | |
|---|---|
| Size | 5.30 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
111
11.9 IPS |
|
|
Image Classification (F16)
|
100% |
112
12.0 IPS |
|
|
Image Classification (I8)
|
81% |
193
20.6 IPS |
|
|
Image Segmentation (F32)
|
100% |
293
1.81 IPS |
|
|
Image Segmentation (F16)
|
100% |
298
1.84 IPS |
|
|
Image Segmentation (I8)
|
89% |
501
3.10 IPS |
|
|
Pose Estimation (F32)
|
100% |
125
0.51 IPS |
|
|
Pose Estimation (F16)
|
100% |
125
0.51 IPS |
|
|
Pose Estimation (I8)
|
80% |
128
0.52 IPS |
|
|
Object Detection (F32)
|
100% |
158
5.56 IPS |
|
|
Object Detection (F16)
|
100% |
154
5.39 IPS |
|
|
Object Detection (I8)
|
52% |
223
7.83 IPS |
|
|
Face Detection (F32)
|
100% |
270
3.10 IPS |
|
|
Face Detection (F16)
|
100% |
270
3.10 IPS |
|
|
Face Detection (I8)
|
75% |
395
4.53 IPS |
|
|
Text Classification (F32)
|
100% |
208
82.2 IPS |
|
|
Text Classification (F16)
|
100% |
214
84.7 IPS |
|
|
Machine Translation (F32)
|
100% |
248
38.1 IPS |
|
|
Machine Translation (F16)
|
100% |
245
37.8 IPS |
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