Upload Date | January 10 2023 04:58 PM |
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% |
413
44.2 IPS |
|
Image Classification (F16)
|
100% |
651
69.7 IPS |
|
Image Classification (I8)
|
80% |
491
52.6 IPS |
|
Image Segmentation (F32)
|
100% |
836
5.16 IPS |
|
Image Segmentation (F16)
|
100% |
1345
8.31 IPS |
|
Image Segmentation (I8)
|
89% |
1195
7.38 IPS |
|
Pose Estimation (F32)
|
100% |
451
1.82 IPS |
|
Pose Estimation (F16)
|
100% |
798
3.23 IPS |
|
Pose Estimation (I8)
|
80% |
749
3.03 IPS |
|
Object Detection (F32)
|
100% |
253
8.87 IPS |
|
Object Detection (F16)
|
99% |
353
12.4 IPS |
|
Object Detection (I8)
|
53% |
348
12.2 IPS |
|
Face Detection (F32)
|
100% |
717
8.24 IPS |
|
Face Detection (F16)
|
97% |
1109
12.7 IPS |
|
Face Detection (I8)
|
75% |
986
11.3 IPS |
|
Text Classification (F32)
|
100% |
305
120.7 IPS |
|
Text Classification (F16)
|
98% |
399
157.8 IPS |
|
Machine Translation (F32)
|
100% |
333
51.3 IPS |
|
Machine Translation (F16)
|
100% |
335
51.6 IPS |