Upload Date | May 16 2023 10:10 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | realme RMX3472 |
Model ID | realme RMX3472 |
Motherboard | holi |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 7.24 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
343
36.7 IPS |
|
Image Classification (F16)
|
100% |
483
51.8 IPS |
|
Image Classification (I8)
|
80% |
1182
126.6 IPS |
|
Image Segmentation (F32)
|
100% |
717
4.43 IPS |
|
Image Segmentation (F16)
|
100% |
1049
6.48 IPS |
|
Image Segmentation (I8)
|
89% |
2928
18.1 IPS |
|
Pose Estimation (F32)
|
100% |
147
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
302
1.22 IPS |
|
Pose Estimation (I8)
|
80% |
1448
5.86 IPS |
|
Object Detection (F32)
|
100% |
304
10.7 IPS |
|
Object Detection (F16)
|
100% |
361
12.7 IPS |
|
Object Detection (I8)
|
52% |
565
19.8 IPS |
|
Face Detection (F32)
|
100% |
495
5.68 IPS |
|
Face Detection (F16)
|
97% |
846
9.72 IPS |
|
Face Detection (I8)
|
75% |
2206
25.3 IPS |
|
Text Classification (F32)
|
100% |
15
5.84 IPS |
|
Text Classification (F16)
|
100% |
97
38.2 IPS |
|
Machine Translation (F32)
|
100% |
342
52.7 IPS |
|
Machine Translation (F16)
|
100% |
344
53.0 IPS |