Upload Date | September 26 2022 10:15 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 7 Pro |
Model ID | OnePlus GM1911 |
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 | 11.19 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
235
25.2 IPS |
|
Image Classification (F16)
|
100% |
230
24.6 IPS |
|
Image Classification (I8)
|
81% |
166
17.8 IPS |
|
Image Segmentation (F32)
|
100% |
441
2.72 IPS |
|
Image Segmentation (F16)
|
100% |
444
2.74 IPS |
|
Image Segmentation (I8)
|
89% |
731
4.51 IPS |
|
Pose Estimation (F32)
|
100% |
212
0.86 IPS |
|
Pose Estimation (F16)
|
100% |
205
0.83 IPS |
|
Pose Estimation (I8)
|
80% |
215
0.87 IPS |
|
Object Detection (F32)
|
100% |
284
9.95 IPS |
|
Object Detection (F16)
|
100% |
280
9.82 IPS |
|
Object Detection (I8)
|
52% |
240
8.43 IPS |
|
Face Detection (F32)
|
100% |
468
5.37 IPS |
|
Face Detection (F16)
|
100% |
466
5.36 IPS |
|
Face Detection (I8)
|
75% |
474
5.44 IPS |
|
Text Classification (F32)
|
100% |
291
115.3 IPS |
|
Text Classification (F16)
|
100% |
302
119.3 IPS |
|
Machine Translation (F32)
|
100% |
447
68.9 IPS |
|
Machine Translation (F16)
|
100% |
446
68.8 IPS |