Upload Date | September 26 2022 12:59 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | vivo V2145 |
Model ID | vivo V2145 |
Motherboard | taro |
Governor | walt |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 11.02 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
451
48.3 IPS |
|
Image Classification (F16)
|
100% |
439
47.0 IPS |
|
Image Classification (I8)
|
81% |
190
20.4 IPS |
|
Image Segmentation (F32)
|
100% |
668
4.13 IPS |
|
Image Segmentation (F16)
|
100% |
664
4.10 IPS |
|
Image Segmentation (I8)
|
89% |
767
4.74 IPS |
|
Pose Estimation (F32)
|
100% |
308
1.25 IPS |
|
Pose Estimation (F16)
|
100% |
306
1.24 IPS |
|
Pose Estimation (I8)
|
80% |
212
0.86 IPS |
|
Object Detection (F32)
|
100% |
433
15.2 IPS |
|
Object Detection (F16)
|
100% |
430
15.1 IPS |
|
Object Detection (I8)
|
52% |
264
9.28 IPS |
|
Face Detection (F32)
|
100% |
710
8.16 IPS |
|
Face Detection (F16)
|
100% |
720
8.28 IPS |
|
Face Detection (I8)
|
75% |
503
5.78 IPS |
|
Text Classification (F32)
|
100% |
275
108.7 IPS |
|
Text Classification (F16)
|
100% |
268
105.8 IPS |
|
Machine Translation (F32)
|
100% |
875
134.9 IPS |
|
Machine Translation (F16)
|
100% |
876
135.0 IPS |