Upload Date | July 11 2022 08:18 AM |
Views | 1 |
System Information | |
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Operating System | Android 11 |
Model | OnePlus GN2200 |
Model ID | OnePlus GN2200 |
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 | 5.28 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
360
38.6 IPS |
|
Image Classification (F16)
|
100% |
514
55.0 IPS |
|
Image Classification (I8)
|
80% |
473
50.7 IPS |
|
Image Segmentation (F32)
|
100% |
861
5.32 IPS |
|
Image Segmentation (F16)
|
100% |
1341
8.28 IPS |
|
Image Segmentation (I8)
|
89% |
1167
7.21 IPS |
|
Pose Estimation (F32)
|
100% |
458
1.86 IPS |
|
Pose Estimation (F16)
|
100% |
788
3.19 IPS |
|
Pose Estimation (I8)
|
80% |
780
3.15 IPS |
|
Object Detection (F32)
|
100% |
207
7.26 IPS |
|
Object Detection (F16)
|
99% |
282
9.88 IPS |
|
Object Detection (I8)
|
53% |
239
8.38 IPS |
|
Face Detection (F32)
|
100% |
730
8.39 IPS |
|
Face Detection (F16)
|
97% |
1113
12.8 IPS |
|
Face Detection (I8)
|
75% |
983
11.3 IPS |
|
Text Classification (F32)
|
100% |
338
133.9 IPS |
|
Text Classification (F16)
|
98% |
422
166.9 IPS |
|
Machine Translation (F32)
|
100% |
345
53.2 IPS |
|
Machine Translation (F16)
|
100% |
345
53.1 IPS |