Upload Date | June 12 2021 06:42 PM |
Views | 1 |
System Information | |
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Operating System | Android 11 |
Model | OnePlus Nord |
Model ID | OnePlus AC2003 |
Motherboard | lito |
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 14 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 1 Core @ 2.21 GHz |
Cluster 3 | 1 Core @ 2.40 GHz |
Memory Information | |
---|---|
Size | 11.16 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
130
13.9 IPS |
|
Image Classification (F16)
|
100% |
165
17.7 IPS |
|
Image Classification (I8)
|
81% |
189
20.2 IPS |
|
Image Segmentation (F32)
|
100% |
343
2.12 IPS |
|
Image Segmentation (F16)
|
100% |
345
2.13 IPS |
|
Image Segmentation (I8)
|
89% |
611
3.77 IPS |
|
Pose Estimation (F32)
|
100% |
146
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
146
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
152
0.62 IPS |
|
Object Detection (F32)
|
100% |
189
6.62 IPS |
|
Object Detection (F16)
|
100% |
213
7.46 IPS |
|
Object Detection (I8)
|
52% |
280
9.82 IPS |
|
Face Detection (F32)
|
100% |
322
3.70 IPS |
|
Face Detection (F16)
|
100% |
319
3.67 IPS |
|
Face Detection (I8)
|
75% |
428
4.92 IPS |
|
Text Classification (F32)
|
100% |
262
103.5 IPS |
|
Text Classification (F16)
|
100% |
265
104.9 IPS |
|
Machine Translation (F32)
|
100% |
305
47.0 IPS |
|
Machine Translation (F16)
|
100% |
308
47.5 IPS |