Upload Date | February 22 2023 09:32 AM |
Views | 1 |
System Information | |
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Operating System | Android 13 |
Model | vivo V2104 |
Model ID | vivo V2104 |
Motherboard | k6893v1_64 |
CPU Information | |
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Name | ARM MT6893Z/CZA |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Cluster 2 | 3 Cores @ 2.60 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
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Size | 7.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
116
12.4 IPS |
|
Image Classification (F16)
|
100% |
144
15.4 IPS |
|
Image Classification (I8)
|
81% |
188
20.1 IPS |
|
Image Segmentation (F32)
|
100% |
347
2.14 IPS |
|
Image Segmentation (F16)
|
100% |
335
2.07 IPS |
|
Image Segmentation (I8)
|
89% |
783
4.84 IPS |
|
Pose Estimation (F32)
|
100% |
221
0.89 IPS |
|
Pose Estimation (F16)
|
100% |
221
0.89 IPS |
|
Pose Estimation (I8)
|
80% |
220
0.89 IPS |
|
Object Detection (F32)
|
100% |
135
4.74 IPS |
|
Object Detection (F16)
|
100% |
138
4.85 IPS |
|
Object Detection (I8)
|
52% |
279
9.79 IPS |
|
Face Detection (F32)
|
100% |
423
4.87 IPS |
|
Face Detection (F16)
|
100% |
258
2.97 IPS |
|
Face Detection (I8)
|
75% |
419
4.82 IPS |
|
Text Classification (F32)
|
100% |
312
123.3 IPS |
|
Text Classification (F16)
|
100% |
302
119.4 IPS |
|
Machine Translation (F32)
|
100% |
230
35.5 IPS |
|
Machine Translation (F16)
|
100% |
227
35.1 IPS |