Upload Date | February 15 2023 11:15 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% |
744
79.7 IPS |
|
Image Classification (F16)
|
100% |
912
97.7 IPS |
|
Image Classification (I8)
|
80% |
918
98.3 IPS |
|
Image Segmentation (F32)
|
100% |
2924
18.1 IPS |
|
Image Segmentation (F16)
|
100% |
5243
32.4 IPS |
|
Image Segmentation (I8)
|
89% |
5072
31.3 IPS |
|
Pose Estimation (F32)
|
100% |
857
3.47 IPS |
|
Pose Estimation (F16)
|
100% |
2798
11.3 IPS |
|
Pose Estimation (I8)
|
80% |
2826
11.4 IPS |
|
Object Detection (F32)
|
100% |
597
21.0 IPS |
|
Object Detection (F16)
|
100% |
847
29.7 IPS |
|
Object Detection (I8)
|
54% |
813
28.5 IPS |
|
Face Detection (F32)
|
100% |
1993
22.9 IPS |
|
Face Detection (F16)
|
97% |
3074
35.3 IPS |
|
Face Detection (I8)
|
75% |
2683
30.8 IPS |
|
Text Classification (F32)
|
100% |
611
241.5 IPS |
|
Text Classification (F16)
|
98% |
662
261.9 IPS |
|
Machine Translation (F32)
|
100% |
709
109.2 IPS |
|
Machine Translation (F16)
|
100% |
689
106.2 IPS |