Upload Date | April 21 2022 09:07 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Google Pixel 6 Pro |
Model ID | Google Pixel 6 Pro |
Motherboard | raven |
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 | 11.27 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
813
87.1 IPS |
|
Image Classification (F16)
|
100% |
1290
138.2 IPS |
|
Image Classification (I8)
|
80% |
1257
134.7 IPS |
|
Image Segmentation (F32)
|
100% |
2783
17.2 IPS |
|
Image Segmentation (F16)
|
100% |
5031
31.1 IPS |
|
Image Segmentation (I8)
|
89% |
4844
29.9 IPS |
|
Pose Estimation (F32)
|
100% |
763
3.09 IPS |
|
Pose Estimation (F16)
|
100% |
2717
11.0 IPS |
|
Pose Estimation (I8)
|
80% |
2735
11.1 IPS |
|
Object Detection (F32)
|
100% |
530
18.6 IPS |
|
Object Detection (F16)
|
100% |
822
28.8 IPS |
|
Object Detection (I8)
|
54% |
810
28.4 IPS |
|
Face Detection (F32)
|
100% |
2134
24.5 IPS |
|
Face Detection (F16)
|
97% |
3379
38.8 IPS |
|
Face Detection (I8)
|
75% |
3093
35.5 IPS |
|
Text Classification (F32)
|
100% |
624
247.0 IPS |
|
Text Classification (F16)
|
98% |
748
295.9 IPS |
|
Machine Translation (F32)
|
100% |
637
98.2 IPS |
|
Machine Translation (F16)
|
100% |
637
98.2 IPS |