Upload Date | September 29 2021 01:16 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 7 Pro |
Model ID | OnePlus GM1915 |
Motherboard | msmnile |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.30 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
737
78.9 IPS |
|
Image Classification (F16)
|
100% |
1415
151.6 IPS |
|
Image Classification (I8)
|
80% |
1245
133.3 IPS |
|
Image Segmentation (F32)
|
100% |
1786
11.0 IPS |
|
Image Segmentation (F16)
|
100% |
3281
20.3 IPS |
|
Image Segmentation (I8)
|
89% |
2969
18.3 IPS |
|
Pose Estimation (F32)
|
100% |
899
3.64 IPS |
|
Pose Estimation (F16)
|
100% |
1624
6.57 IPS |
|
Pose Estimation (I8)
|
80% |
1596
6.46 IPS |
|
Object Detection (F32)
|
100% |
376
13.2 IPS |
|
Object Detection (F16)
|
99% |
496
17.4 IPS |
|
Object Detection (I8)
|
53% |
578
20.3 IPS |
|
Face Detection (F32)
|
100% |
1451
16.7 IPS |
|
Face Detection (F16)
|
97% |
2520
29.0 IPS |
|
Face Detection (I8)
|
76% |
2267
26.0 IPS |
|
Text Classification (F32)
|
100% |
474
187.3 IPS |
|
Text Classification (F16)
|
98% |
520
205.7 IPS |
|
Machine Translation (F32)
|
100% |
370
57.0 IPS |
|
Machine Translation (F16)
|
100% |
368
56.8 IPS |