Upload Date | September 26 2022 10:55 AM |
Views | 1 |
System Information | |
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Operating System | Android 12 |
Model | OnePlus DN2103 |
Model ID | OnePlus DN2103 |
Motherboard | k6893v1_64 |
CPU Information | |
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Name | ARM MT6893Z_A/CZA |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Cluster 2 | 3 Cores @ 2.60 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
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Size | 7.32 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
847
90.8 IPS |
|
Image Classification (F16)
|
100% |
1606
172.1 IPS |
|
Image Classification (I8)
|
80% |
1504
161.2 IPS |
|
Image Segmentation (F32)
|
100% |
2114
13.1 IPS |
|
Image Segmentation (F16)
|
100% |
3835
23.7 IPS |
|
Image Segmentation (I8)
|
89% |
3894
24.1 IPS |
|
Pose Estimation (F32)
|
100% |
619
2.50 IPS |
|
Pose Estimation (F16)
|
100% |
1987
8.04 IPS |
|
Pose Estimation (I8)
|
80% |
1969
7.97 IPS |
|
Object Detection (F32)
|
100% |
645
22.6 IPS |
|
Object Detection (F16)
|
100% |
936
32.9 IPS |
|
Object Detection (I8)
|
54% |
883
31.0 IPS |
|
Face Detection (F32)
|
100% |
1801
20.7 IPS |
|
Face Detection (F16)
|
97% |
3266
37.5 IPS |
|
Face Detection (I8)
|
75% |
2950
33.9 IPS |
|
Text Classification (F32)
|
100% |
884
349.7 IPS |
|
Text Classification (F16)
|
98% |
1106
437.4 IPS |
|
Machine Translation (F32)
|
100% |
577
89.0 IPS |
|
Machine Translation (F16)
|
100% |
574
88.5 IPS |