Upload Date | September 26 2022 10:09 AM |
Views | 2 |
System Information | |
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Operating System | Android 12 |
Model | vivo I2208 |
Model ID | vivo I2208 |
Motherboard | holi |
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 3393 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.02 GHz |
Memory Information | |
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Size | 5.39 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
307
32.9 IPS |
|
Image Classification (F16)
|
100% |
382
40.9 IPS |
|
Image Classification (I8)
|
81% |
183
19.6 IPS |
|
Image Segmentation (F32)
|
100% |
647
4.00 IPS |
|
Image Segmentation (F16)
|
100% |
942
5.82 IPS |
|
Image Segmentation (I8)
|
89% |
345
2.13 IPS |
|
Pose Estimation (F32)
|
100% |
123
0.50 IPS |
|
Pose Estimation (F16)
|
100% |
253
1.02 IPS |
|
Pose Estimation (I8)
|
80% |
55
0.22 IPS |
|
Object Detection (F32)
|
100% |
329
11.5 IPS |
|
Object Detection (F16)
|
100% |
421
14.8 IPS |
|
Object Detection (I8)
|
52% |
223
7.83 IPS |
|
Face Detection (F32)
|
100% |
443
5.09 IPS |
|
Face Detection (F16)
|
97% |
713
8.19 IPS |
|
Face Detection (I8)
|
75% |
272
3.12 IPS |
|
Text Classification (F32)
|
100% |
4
1.49 IPS |
|
Text Classification (F16)
|
100% |
70
27.6 IPS |
|
Machine Translation (F32)
|
100% |
313
48.2 IPS |
|
Machine Translation (F16)
|
100% |
314
48.4 IPS |