Upload Date | November 08 2021 01:04 PM |
Views | 1 |
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 | |
---|---|
Size | 11.21 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
743
79.6 IPS |
|
Image Classification (F16)
|
100% |
1106
118.5 IPS |
|
Image Classification (I8)
|
80% |
1118
119.8 IPS |
|
Image Segmentation (F32)
|
100% |
2834
17.5 IPS |
|
Image Segmentation (F16)
|
100% |
4860
30.0 IPS |
|
Image Segmentation (I8)
|
89% |
5056
31.2 IPS |
|
Pose Estimation (F32)
|
100% |
806
3.26 IPS |
|
Pose Estimation (F16)
|
100% |
2843
11.5 IPS |
|
Pose Estimation (I8)
|
80% |
2845
11.5 IPS |
|
Object Detection (F32)
|
100% |
550
19.3 IPS |
|
Object Detection (F16)
|
100% |
757
26.6 IPS |
|
Object Detection (I8)
|
54% |
770
27.0 IPS |
|
Face Detection (F32)
|
100% |
2172
25.0 IPS |
|
Face Detection (F16)
|
97% |
3194
36.7 IPS |
|
Face Detection (I8)
|
75% |
3011
34.6 IPS |
|
Text Classification (F32)
|
100% |
504
199.5 IPS |
|
Text Classification (F16)
|
98% |
661
261.5 IPS |
|
Machine Translation (F32)
|
100% |
685
105.6 IPS |
|
Machine Translation (F16)
|
100% |
681
105.0 IPS |