Upload Date | October 07 2022 02:53 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 6a |
Model ID | Google Pixel 6a |
Motherboard | bluejay |
Governor | sched_pixel |
CPU Information | |
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Name | ARM ARMv8 |
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 | 2 Cores @ 2.25 GHz |
Cluster 3 | 2 Cores @ 2.80 GHz |
Memory Information | |
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Size | 5.44 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
663
71.1 IPS |
|
Image Classification (F16)
|
100% |
920
98.5 IPS |
|
Image Classification (I8)
|
80% |
957
102.5 IPS |
|
Image Segmentation (F32)
|
100% |
2923
18.1 IPS |
|
Image Segmentation (F16)
|
100% |
5073
31.3 IPS |
|
Image Segmentation (I8)
|
89% |
5098
31.5 IPS |
|
Pose Estimation (F32)
|
100% |
875
3.54 IPS |
|
Pose Estimation (F16)
|
100% |
2842
11.5 IPS |
|
Pose Estimation (I8)
|
80% |
2820
11.4 IPS |
|
Object Detection (F32)
|
100% |
577
20.3 IPS |
|
Object Detection (F16)
|
100% |
843
29.6 IPS |
|
Object Detection (I8)
|
54% |
872
30.6 IPS |
|
Face Detection (F32)
|
100% |
2033
23.4 IPS |
|
Face Detection (F16)
|
97% |
3005
34.5 IPS |
|
Face Detection (I8)
|
75% |
2428
27.9 IPS |
|
Text Classification (F32)
|
100% |
442
174.7 IPS |
|
Text Classification (F16)
|
98% |
689
272.7 IPS |
|
Machine Translation (F32)
|
100% |
687
105.9 IPS |
|
Machine Translation (F16)
|
100% |
682
105.1 IPS |