Upload Date | October 06 2022 10:00 PM |
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 | |
---|---|
Size | 11.25 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
668
71.6 IPS |
|
Image Classification (F16)
|
100% |
5240
561.4 IPS |
|
Image Classification (I8)
|
79% |
8669
928.8 IPS |
|
Image Segmentation (F32)
|
100% |
1037
6.41 IPS |
|
Image Segmentation (F16)
|
100% |
6116
37.8 IPS |
|
Image Segmentation (I8)
|
89% |
25463
157.3 IPS |
|
Pose Estimation (F32)
|
100% |
762
3.08 IPS |
|
Pose Estimation (F16)
|
80% |
4606
18.6 IPS |
|
Pose Estimation (I8)
|
80% |
11534
46.7 IPS |
|
Object Detection (F32)
|
100% |
581
20.4 IPS |
|
Object Detection (F16)
|
100% |
131
4.58 IPS |
|
Object Detection (I8)
|
50% |
1606
56.4 IPS |
|
Face Detection (F32)
|
100% |
1452
16.7 IPS |
|
Face Detection (F16)
|
100% |
589
6.77 IPS |
|
Face Detection (I8)
|
75% |
16142
185.5 IPS |
|
Text Classification (F32)
|
100% |
190
75.2 IPS |
|
Text Classification (F16)
|
100% |
1082
427.8 IPS |
|
Machine Translation (F32)
|
100% |
630
97.1 IPS |
|
Machine Translation (F16)
|
100% |
639
98.4 IPS |