Upload Date | May 31 2023 10:24 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | OPPO PDEM30 |
Model ID | OPPO PDEM30 |
Motherboard | kona |
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 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 11.24 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
848
90.9 IPS |
|
Image Classification (F16)
|
100% |
1384
148.3 IPS |
|
Image Classification (I8)
|
80% |
1147
122.9 IPS |
|
Image Segmentation (F32)
|
100% |
2382
14.7 IPS |
|
Image Segmentation (F16)
|
100% |
4076
25.2 IPS |
|
Image Segmentation (I8)
|
89% |
3756
23.2 IPS |
|
Pose Estimation (F32)
|
100% |
1219
4.93 IPS |
|
Pose Estimation (F16)
|
100% |
2090
8.46 IPS |
|
Pose Estimation (I8)
|
80% |
2085
8.44 IPS |
|
Object Detection (F32)
|
100% |
475
16.7 IPS |
|
Object Detection (F16)
|
99% |
594
20.9 IPS |
|
Object Detection (I8)
|
53% |
594
20.8 IPS |
|
Face Detection (F32)
|
100% |
1621
18.6 IPS |
|
Face Detection (F16)
|
97% |
2818
32.4 IPS |
|
Face Detection (I8)
|
76% |
2628
30.2 IPS |
|
Text Classification (F32)
|
100% |
491
194.3 IPS |
|
Text Classification (F16)
|
98% |
524
207.1 IPS |
|
Machine Translation (F32)
|
100% |
565
87.0 IPS |
|
Machine Translation (F16)
|
100% |
566
87.2 IPS |