Upload Date | June 12 2021 09:59 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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
772
82.8 IPS |
|
Image Classification (F16)
|
100% |
1340
143.6 IPS |
|
Image Classification (I8)
|
80% |
1119
119.9 IPS |
|
Image Segmentation (F32)
|
100% |
1835
11.3 IPS |
|
Image Segmentation (F16)
|
100% |
3329
20.6 IPS |
|
Image Segmentation (I8)
|
89% |
3168
19.6 IPS |
|
Pose Estimation (F32)
|
100% |
934
3.78 IPS |
|
Pose Estimation (F16)
|
100% |
1630
6.60 IPS |
|
Pose Estimation (I8)
|
80% |
1615
6.53 IPS |
|
Object Detection (F32)
|
100% |
390
13.7 IPS |
|
Object Detection (F16)
|
99% |
534
18.7 IPS |
|
Object Detection (I8)
|
53% |
586
20.6 IPS |
|
Face Detection (F32)
|
100% |
1556
17.9 IPS |
|
Face Detection (F16)
|
97% |
2553
29.3 IPS |
|
Face Detection (I8)
|
76% |
2298
26.4 IPS |
|
Text Classification (F32)
|
100% |
489
193.5 IPS |
|
Text Classification (F16)
|
98% |
558
220.8 IPS |
|
Machine Translation (F32)
|
100% |
443
68.3 IPS |
|
Machine Translation (F16)
|
100% |
443
68.3 IPS |