Upload Date | February 15 2023 11:13 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
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 | 11.25 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
848
90.9 IPS |
|
Image Classification (F16)
|
100% |
1142
122.4 IPS |
|
Image Classification (I8)
|
80% |
1074
115.0 IPS |
|
Image Segmentation (F32)
|
100% |
2922
18.0 IPS |
|
Image Segmentation (F16)
|
100% |
5109
31.6 IPS |
|
Image Segmentation (I8)
|
89% |
5140
31.8 IPS |
|
Pose Estimation (F32)
|
100% |
833
3.37 IPS |
|
Pose Estimation (F16)
|
100% |
2809
11.4 IPS |
|
Pose Estimation (I8)
|
80% |
2780
11.2 IPS |
|
Object Detection (F32)
|
100% |
570
20.0 IPS |
|
Object Detection (F16)
|
100% |
829
29.1 IPS |
|
Object Detection (I8)
|
54% |
813
28.5 IPS |
|
Face Detection (F32)
|
100% |
1994
22.9 IPS |
|
Face Detection (F16)
|
97% |
2946
33.9 IPS |
|
Face Detection (I8)
|
75% |
2698
31.0 IPS |
|
Text Classification (F32)
|
100% |
490
193.7 IPS |
|
Text Classification (F16)
|
98% |
588
232.7 IPS |
|
Machine Translation (F32)
|
100% |
687
106.0 IPS |
|
Machine Translation (F16)
|
100% |
684
105.4 IPS |