Upload Date | November 05 2022 10:09 AM |
Views | 1 |
System Information | |
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Operating System | Android 12 |
Model | OnePlus NE2210 |
Model ID | OnePlus NE2210 |
Motherboard | sweetin |
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 | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.30 GHz |
Memory Information | |
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Size | 5.44 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
54
5.82 IPS |
|
Image Classification (F16)
|
100% |
55
5.86 IPS |
|
Image Classification (I8)
|
81% |
179
19.2 IPS |
|
Image Segmentation (F32)
|
100% |
192
1.19 IPS |
|
Image Segmentation (F16)
|
100% |
195
1.21 IPS |
|
Image Segmentation (I8)
|
89% |
619
3.82 IPS |
|
Pose Estimation (F32)
|
100% |
136
0.55 IPS |
|
Pose Estimation (F16)
|
100% |
136
0.55 IPS |
|
Pose Estimation (I8)
|
80% |
145
0.59 IPS |
|
Object Detection (F32)
|
100% |
94
3.32 IPS |
|
Object Detection (F16)
|
100% |
95
3.34 IPS |
|
Object Detection (I8)
|
52% |
289
10.2 IPS |
|
Face Detection (F32)
|
100% |
164
1.88 IPS |
|
Face Detection (F16)
|
100% |
161
1.85 IPS |
|
Face Detection (I8)
|
75% |
409
4.70 IPS |
|
Text Classification (F32)
|
100% |
211
83.4 IPS |
|
Text Classification (F16)
|
100% |
243
96.2 IPS |
|
Machine Translation (F32)
|
100% |
219
33.7 IPS |
|
Machine Translation (F16)
|
100% |
224
34.5 IPS |