Upload Date | August 13 2023 10:35 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | OnePlus Nord |
Model ID | OnePlus AC2003 |
Motherboard | lito |
Governor | schedutil |
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 | |
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Size | 7.22 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
286
30.7 IPS |
|
Image Classification (F16)
|
100% |
384
41.2 IPS |
|
Image Classification (I8)
|
80% |
1427
152.9 IPS |
|
Image Segmentation (F32)
|
100% |
426
2.63 IPS |
|
Image Segmentation (F16)
|
100% |
504
3.11 IPS |
|
Image Segmentation (I8)
|
89% |
3253
20.1 IPS |
|
Pose Estimation (F32)
|
100% |
142
0.57 IPS |
|
Pose Estimation (F16)
|
100% |
322
1.30 IPS |
|
Pose Estimation (I8)
|
80% |
2132
8.63 IPS |
|
Object Detection (F32)
|
100% |
268
9.42 IPS |
|
Object Detection (F16)
|
100% |
285
9.99 IPS |
|
Object Detection (I8)
|
52% |
682
23.9 IPS |
|
Face Detection (F32)
|
100% |
393
4.51 IPS |
|
Face Detection (F16)
|
97% |
476
5.47 IPS |
|
Face Detection (I8)
|
40% |
2550
29.3 IPS |
|
Text Classification (F32)
|
54% |
9
3.72 IPS |
|
Text Classification (F16)
|
54% |
9
3.64 IPS |
|
Machine Translation (F32)
|
100% |
290
44.7 IPS |
|
Machine Translation (F16)
|
100% |
294
45.3 IPS |