Upload Date | May 14 2022 11:25 AM |
Views | 1 |
System Information | |
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Operating System | Android 12 |
Model | Google Pixel 4a |
Model ID | Google Pixel 4a |
Motherboard | sunfish |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
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Size | 5.46 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
309
33.1 IPS |
|
Image Classification (F16)
|
100% |
429
46.0 IPS |
|
Image Classification (I8)
|
80% |
1190
127.5 IPS |
|
Image Segmentation (F32)
|
100% |
446
2.76 IPS |
|
Image Segmentation (F16)
|
100% |
544
3.36 IPS |
|
Image Segmentation (I8)
|
89% |
2365
14.6 IPS |
|
Pose Estimation (F32)
|
100% |
136
0.55 IPS |
|
Pose Estimation (F16)
|
100% |
318
1.29 IPS |
|
Pose Estimation (I8)
|
80% |
1267
5.13 IPS |
|
Object Detection (F32)
|
100% |
306
10.8 IPS |
|
Object Detection (F16)
|
100% |
417
14.6 IPS |
|
Object Detection (I8)
|
52% |
661
23.2 IPS |
|
Face Detection (F32)
|
100% |
416
4.78 IPS |
|
Face Detection (F16)
|
97% |
504
5.79 IPS |
|
Face Detection (I8)
|
75% |
1828
21.0 IPS |
|
Text Classification (F32)
|
54% |
24
9.68 IPS |
|
Text Classification (F16)
|
54% |
24
9.38 IPS |
|
Machine Translation (F32)
|
100% |
219
33.8 IPS |
|
Machine Translation (F16)
|
100% |
219
33.8 IPS |