Upload Date | October 30 2021 09:58 AM |
Views | 4 |
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 | 11.21 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
735
78.8 IPS |
|
Image Classification (F16)
|
100% |
1126
120.6 IPS |
|
Image Classification (I8)
|
80% |
974
104.4 IPS |
|
Image Segmentation (F32)
|
100% |
1779
11.0 IPS |
|
Image Segmentation (F16)
|
100% |
3218
19.9 IPS |
|
Image Segmentation (I8)
|
89% |
3268
20.2 IPS |
|
Pose Estimation (F32)
|
100% |
623
2.52 IPS |
|
Pose Estimation (F16)
|
100% |
1773
7.17 IPS |
|
Pose Estimation (I8)
|
80% |
1840
7.45 IPS |
|
Object Detection (F32)
|
100% |
432
15.2 IPS |
|
Object Detection (F16)
|
100% |
573
20.1 IPS |
|
Object Detection (I8)
|
54% |
589
20.7 IPS |
|
Face Detection (F32)
|
100% |
1680
19.3 IPS |
|
Face Detection (F16)
|
97% |
2874
33.0 IPS |
|
Face Detection (I8)
|
75% |
2582
29.7 IPS |
|
Text Classification (F32)
|
100% |
463
183.2 IPS |
|
Text Classification (F16)
|
98% |
608
240.5 IPS |
|
Machine Translation (F32)
|
100% |
406
62.5 IPS |
|
Machine Translation (F16)
|
100% |
405
62.5 IPS |