Upload Date | September 26 2022 09:54 AM |
Views | 6 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
127
13.6 IPS |
|
Image Classification (F16)
|
100% |
128
13.7 IPS |
|
Image Classification (I8)
|
81% |
193
20.7 IPS |
|
Image Segmentation (F32)
|
100% |
383
2.37 IPS |
|
Image Segmentation (F16)
|
100% |
372
2.30 IPS |
|
Image Segmentation (I8)
|
89% |
641
3.96 IPS |
|
Pose Estimation (F32)
|
100% |
147
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
146
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
161
0.65 IPS |
|
Object Detection (F32)
|
100% |
203
7.11 IPS |
|
Object Detection (F16)
|
100% |
205
7.18 IPS |
|
Object Detection (I8)
|
52% |
261
9.17 IPS |
|
Face Detection (F32)
|
100% |
316
3.63 IPS |
|
Face Detection (F16)
|
100% |
314
3.61 IPS |
|
Face Detection (I8)
|
75% |
424
4.87 IPS |
|
Text Classification (F32)
|
100% |
271
107.0 IPS |
|
Text Classification (F16)
|
100% |
268
106.2 IPS |
|
Machine Translation (F32)
|
100% |
320
49.3 IPS |
|
Machine Translation (F16)
|
100% |
322
49.7 IPS |