Upload Date | June 12 2021 09:46 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 7 Pro |
Model ID | OnePlus GM1913 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
230
24.6 IPS |
|
Image Classification (F16)
|
100% |
233
24.9 IPS |
|
Image Classification (I8)
|
81% |
149
15.9 IPS |
|
Image Segmentation (F32)
|
100% |
456
2.81 IPS |
|
Image Segmentation (F16)
|
100% |
450
2.78 IPS |
|
Image Segmentation (I8)
|
89% |
736
4.55 IPS |
|
Pose Estimation (F32)
|
100% |
234
0.95 IPS |
|
Pose Estimation (F16)
|
100% |
227
0.92 IPS |
|
Pose Estimation (I8)
|
80% |
216
0.87 IPS |
|
Object Detection (F32)
|
100% |
303
10.6 IPS |
|
Object Detection (F16)
|
100% |
286
10.0 IPS |
|
Object Detection (I8)
|
52% |
221
7.77 IPS |
|
Face Detection (F32)
|
100% |
467
5.37 IPS |
|
Face Detection (F16)
|
100% |
465
5.35 IPS |
|
Face Detection (I8)
|
75% |
474
5.45 IPS |
|
Text Classification (F32)
|
100% |
311
122.8 IPS |
|
Text Classification (F16)
|
100% |
294
116.2 IPS |
|
Machine Translation (F32)
|
100% |
451
69.5 IPS |
|
Machine Translation (F16)
|
100% |
449
69.1 IPS |