Upload Date | December 10 2022 12:11 AM |
Views | 2 |
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 | |
---|---|
Size | 11.25 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
766
82.0 IPS |
|
Image Classification (F16)
|
100% |
1357
145.4 IPS |
|
Image Classification (I8)
|
80% |
1239
132.8 IPS |
|
Image Segmentation (F32)
|
100% |
2975
18.4 IPS |
|
Image Segmentation (F16)
|
100% |
5180
32.0 IPS |
|
Image Segmentation (I8)
|
89% |
4687
29.0 IPS |
|
Pose Estimation (F32)
|
100% |
827
3.35 IPS |
|
Pose Estimation (F16)
|
100% |
2780
11.2 IPS |
|
Pose Estimation (I8)
|
80% |
2784
11.3 IPS |
|
Object Detection (F32)
|
100% |
577
20.3 IPS |
|
Object Detection (F16)
|
100% |
819
28.7 IPS |
|
Object Detection (I8)
|
54% |
824
28.9 IPS |
|
Face Detection (F32)
|
100% |
2007
23.1 IPS |
|
Face Detection (F16)
|
97% |
3186
36.6 IPS |
|
Face Detection (I8)
|
75% |
2553
29.3 IPS |
|
Text Classification (F32)
|
100% |
492
194.5 IPS |
|
Text Classification (F16)
|
98% |
509
201.2 IPS |
|
Machine Translation (F32)
|
100% |
675
104.1 IPS |
|
Machine Translation (F16)
|
100% |
674
103.8 IPS |