Upload Date | October 06 2022 11:06 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | OnePlus 8 |
Model ID | OnePlus IN2013 |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
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Size | 7.35 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
391
41.9 IPS |
|
Image Classification (F16)
|
100% |
322
34.5 IPS |
|
Image Classification (I8)
|
81% |
209
22.4 IPS |
|
Image Segmentation (F32)
|
100% |
617
3.81 IPS |
|
Image Segmentation (F16)
|
100% |
583
3.60 IPS |
|
Image Segmentation (I8)
|
89% |
828
5.11 IPS |
|
Pose Estimation (F32)
|
100% |
273
1.10 IPS |
|
Pose Estimation (F16)
|
100% |
272
1.10 IPS |
|
Pose Estimation (I8)
|
80% |
207
0.84 IPS |
|
Object Detection (F32)
|
100% |
343
12.0 IPS |
|
Object Detection (F16)
|
100% |
341
12.0 IPS |
|
Object Detection (I8)
|
52% |
297
10.4 IPS |
|
Face Detection (F32)
|
100% |
601
6.90 IPS |
|
Face Detection (F16)
|
100% |
573
6.58 IPS |
|
Face Detection (I8)
|
75% |
499
5.74 IPS |
|
Text Classification (F32)
|
100% |
345
136.7 IPS |
|
Text Classification (F16)
|
100% |
335
132.5 IPS |
|
Machine Translation (F32)
|
100% |
570
87.8 IPS |
|
Machine Translation (F16)
|
100% |
572
88.1 IPS |