Upload Date | June 11 2021 02:57 AM |
Views | 1 |
System Information | |
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Operating System | Android 11 |
Model | OnePlus Nord |
Model ID | OnePlus AC2001 |
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 | |
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Size | 7.27 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
137
14.6 IPS |
|
Image Classification (F16)
|
100% |
133
14.3 IPS |
|
Image Classification (I8)
|
81% |
186
20.0 IPS |
|
Image Segmentation (F32)
|
100% |
343
2.12 IPS |
|
Image Segmentation (F16)
|
100% |
338
2.09 IPS |
|
Image Segmentation (I8)
|
89% |
609
3.76 IPS |
|
Pose Estimation (F32)
|
100% |
146
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
148
0.60 IPS |
|
Pose Estimation (I8)
|
80% |
152
0.62 IPS |
|
Object Detection (F32)
|
100% |
202
7.08 IPS |
|
Object Detection (F16)
|
100% |
182
6.40 IPS |
|
Object Detection (I8)
|
52% |
288
10.1 IPS |
|
Face Detection (F32)
|
100% |
327
3.76 IPS |
|
Face Detection (F16)
|
100% |
325
3.74 IPS |
|
Face Detection (I8)
|
75% |
439
5.05 IPS |
|
Text Classification (F32)
|
100% |
277
109.5 IPS |
|
Text Classification (F16)
|
100% |
273
108.2 IPS |
|
Machine Translation (F32)
|
100% |
307
47.3 IPS |
|
Machine Translation (F16)
|
100% |
307
47.4 IPS |