Upload Date | September 26 2022 01:02 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | vivo I2019 |
Model ID | vivo I2019 |
Motherboard | lahaina |
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 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
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Size | 11.04 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
280
30.0 IPS |
|
Image Classification (F16)
|
100% |
264
28.3 IPS |
|
Image Classification (I8)
|
81% |
190
20.4 IPS |
|
Image Segmentation (F32)
|
100% |
592
3.66 IPS |
|
Image Segmentation (F16)
|
100% |
589
3.64 IPS |
|
Image Segmentation (I8)
|
89% |
810
5.00 IPS |
|
Pose Estimation (F32)
|
100% |
280
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
274
1.11 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
366
12.8 IPS |
|
Object Detection (F16)
|
100% |
350
12.3 IPS |
|
Object Detection (I8)
|
52% |
274
9.62 IPS |
|
Face Detection (F32)
|
100% |
540
6.20 IPS |
|
Face Detection (F16)
|
100% |
530
6.09 IPS |
|
Face Detection (I8)
|
75% |
529
6.07 IPS |
|
Text Classification (F32)
|
100% |
300
118.8 IPS |
|
Text Classification (F16)
|
100% |
307
121.3 IPS |
|
Machine Translation (F32)
|
100% |
671
103.3 IPS |
|
Machine Translation (F16)
|
100% |
672
103.5 IPS |