Upload Date | September 29 2023 01:54 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | vivo vivo 2006 |
Model ID | vivo vivo 2006 |
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 | 7.28 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
149
16.0 IPS |
|
Image Classification (F16)
|
100% |
151
16.1 IPS |
|
Image Classification (I8)
|
81% |
193
20.7 IPS |
|
Image Segmentation (F32)
|
100% |
340
2.10 IPS |
|
Image Segmentation (F16)
|
100% |
339
2.10 IPS |
|
Image Segmentation (I8)
|
89% |
608
3.76 IPS |
|
Pose Estimation (F32)
|
100% |
145
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
143
0.58 IPS |
|
Pose Estimation (I8)
|
80% |
149
0.60 IPS |
|
Object Detection (F32)
|
100% |
211
7.40 IPS |
|
Object Detection (F16)
|
100% |
209
7.32 IPS |
|
Object Detection (I8)
|
52% |
292
10.2 IPS |
|
Face Detection (F32)
|
100% |
326
3.74 IPS |
|
Face Detection (F16)
|
100% |
328
3.77 IPS |
|
Face Detection (I8)
|
75% |
438
5.03 IPS |
|
Text Classification (F32)
|
100% |
260
102.8 IPS |
|
Text Classification (F16)
|
100% |
254
100.7 IPS |
|
Machine Translation (F32)
|
100% |
304
46.8 IPS |
|
Machine Translation (F16)
|
100% |
266
41.0 IPS |