Upload Date | September 29 2021 01:13 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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
242
25.9 IPS |
|
Image Classification (F16)
|
100% |
245
26.3 IPS |
|
Image Classification (I8)
|
81% |
180
19.3 IPS |
|
Image Segmentation (F32)
|
100% |
460
2.84 IPS |
|
Image Segmentation (F16)
|
100% |
457
2.82 IPS |
|
Image Segmentation (I8)
|
89% |
766
4.73 IPS |
|
Pose Estimation (F32)
|
100% |
197
0.80 IPS |
|
Pose Estimation (F16)
|
100% |
192
0.78 IPS |
|
Pose Estimation (I8)
|
80% |
201
0.81 IPS |
|
Object Detection (F32)
|
100% |
309
10.8 IPS |
|
Object Detection (F16)
|
100% |
305
10.7 IPS |
|
Object Detection (I8)
|
52% |
275
9.66 IPS |
|
Face Detection (F32)
|
100% |
473
5.43 IPS |
|
Face Detection (F16)
|
100% |
466
5.35 IPS |
|
Face Detection (I8)
|
75% |
496
5.70 IPS |
|
Text Classification (F32)
|
100% |
304
120.4 IPS |
|
Text Classification (F16)
|
100% |
304
120.2 IPS |
|
Machine Translation (F32)
|
100% |
377
58.1 IPS |
|
Machine Translation (F16)
|
100% |
375
57.8 IPS |