Upload Date | May 15 2022 01:04 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus IN2021 |
Model ID | OnePlus IN2021 |
Motherboard | msmnile |
Governor | performance |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 15 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.32 GHz |
Memory Information | |
---|---|
Size | 5.48 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
362
38.8 IPS |
|
Image Classification (F16)
|
100% |
734
78.6 IPS |
|
Image Classification (I8)
|
80% |
651
69.8 IPS |
|
Image Segmentation (F32)
|
100% |
761
4.70 IPS |
|
Image Segmentation (F16)
|
100% |
1528
9.44 IPS |
|
Image Segmentation (I8)
|
89% |
1478
9.13 IPS |
|
Pose Estimation (F32)
|
100% |
361
1.46 IPS |
|
Pose Estimation (F16)
|
100% |
693
2.80 IPS |
|
Pose Estimation (I8)
|
80% |
692
2.80 IPS |
|
Object Detection (F32)
|
100% |
344
12.1 IPS |
|
Object Detection (F16)
|
99% |
541
19.0 IPS |
|
Object Detection (I8)
|
53% |
519
18.2 IPS |
|
Face Detection (F32)
|
100% |
720
8.28 IPS |
|
Face Detection (F16)
|
97% |
1338
15.4 IPS |
|
Face Detection (I8)
|
76% |
1180
13.6 IPS |
|
Text Classification (F32)
|
100% |
337
133.2 IPS |
|
Text Classification (F16)
|
98% |
425
168.0 IPS |
|
Machine Translation (F32)
|
100% |
230
35.4 IPS |
|
Machine Translation (F16)
|
100% |
230
35.4 IPS |