Upload Date | August 11 2023 07:56 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% |
697
74.7 IPS |
|
Image Classification (F16)
|
100% |
1265
135.5 IPS |
|
Image Classification (I8)
|
80% |
982
105.3 IPS |
|
Image Segmentation (F32)
|
100% |
2955
18.3 IPS |
|
Image Segmentation (F16)
|
100% |
4920
30.4 IPS |
|
Image Segmentation (I8)
|
89% |
5012
31.0 IPS |
|
Pose Estimation (F32)
|
100% |
921
3.73 IPS |
|
Pose Estimation (F16)
|
100% |
2799
11.3 IPS |
|
Pose Estimation (I8)
|
80% |
2830
11.4 IPS |
|
Object Detection (F32)
|
100% |
700
24.6 IPS |
|
Object Detection (F16)
|
100% |
846
29.7 IPS |
|
Object Detection (I8)
|
54% |
849
29.8 IPS |
|
Face Detection (F32)
|
100% |
1978
22.7 IPS |
|
Face Detection (F16)
|
97% |
3167
36.4 IPS |
|
Face Detection (I8)
|
75% |
2739
31.5 IPS |
|
Text Classification (F32)
|
100% |
507
200.5 IPS |
|
Text Classification (F16)
|
98% |
859
339.9 IPS |
|
Machine Translation (F32)
|
100% |
686
105.8 IPS |
|
Machine Translation (F16)
|
100% |
692
106.7 IPS |