Upload Date | July 27 2024 06:04 AM |
Views | 1 |
System Information | |
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Operating System | Android 14 |
Model | vivo V2231 |
Model ID | vivo V2231 |
Motherboard | k6886v1_64 |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3405 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 6 Cores @ 2.00 GHz |
Cluster 2 | 2 Cores @ 2.80 GHz |
Memory Information | |
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Size | 7.25 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
179
33.6 IPS |
|
Image Classification (F16)
|
100% |
203
38.0 IPS |
|
Image Classification (I8)
|
97% |
255
47.8 IPS |
|
Image Segmentation (F32)
|
100% |
263
4.40 IPS |
|
Image Segmentation (F16)
|
100% |
254
4.23 IPS |
|
Image Segmentation (I8)
|
98% |
429
7.16 IPS |
|
Pose Estimation (F32)
|
100% |
397
0.48 IPS |
|
Pose Estimation (F16)
|
100% |
379
0.46 IPS |
|
Pose Estimation (I8)
|
100% |
1585
1.92 IPS |
|
Object Detection (F32)
|
100% |
186
13.9 IPS |
|
Object Detection (F16)
|
100% |
182
13.6 IPS |
|
Object Detection (I8)
|
61% |
356
26.6 IPS |
|
Face Detection (F32)
|
100% |
413
4.91 IPS |
|
Face Detection (F16)
|
100% |
400
4.75 IPS |
|
Face Detection (I8)
|
86% |
749
8.90 IPS |
|
Depth Estimation (F32)
|
100% |
438
3.40 IPS |
|
Depth Estimation (F16)
|
100% |
391
3.03 IPS |
|
Depth Estimation (I8)
|
95% |
863
6.69 IPS |
|
Style Transfer (F32)
|
100% |
810
1.07 IPS |
|
Style Transfer (F16)
|
100% |
775
1.02 IPS |
|
Style Transfer (I8)
|
98% |
2249
2.96 IPS |
|
Image Super-Resolution (F32)
|
100% |
251
8.98 IPS |
|
Image Super-Resolution (F16)
|
100% |
231
8.26 IPS |
|
Image Super-Resolution (I8)
|
98% |
696
24.8 IPS |
|
Text Classification (F32)
|
100% |
207
297.6 IPS |
|
Text Classification (F16)
|
100% |
211
303.6 IPS |
|
Text Classification (I8)
|
92% |
194
279.3 IPS |
|
Machine Translation (F32)
|
100% |
266
4.89 IPS |
|
Machine Translation (F16)
|
100% |
260
4.79 IPS |
|
Machine Translation (I8)
|
64% |
247
4.55 IPS |