Upload Date | October 15 2022 03:41 PM |
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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
638
68.4 IPS |
|
Image Classification (F16)
|
100% |
5184
555.5 IPS |
|
Image Classification (I8)
|
79% |
8702
932.4 IPS |
|
Image Segmentation (F32)
|
100% |
1018
6.29 IPS |
|
Image Segmentation (F16)
|
100% |
6025
37.2 IPS |
|
Image Segmentation (I8)
|
89% |
24716
152.7 IPS |
|
Pose Estimation (F32)
|
100% |
847
3.43 IPS |
|
Pose Estimation (F16)
|
80% |
4612
18.7 IPS |
|
Pose Estimation (I8)
|
80% |
11564
46.8 IPS |
|
Object Detection (F32)
|
100% |
578
20.3 IPS |
|
Object Detection (F16)
|
100% |
107
3.77 IPS |
|
Object Detection (I8)
|
50% |
1458
51.2 IPS |
|
Face Detection (F32)
|
100% |
1446
16.6 IPS |
|
Face Detection (F16)
|
100% |
526
6.04 IPS |
|
Face Detection (I8)
|
75% |
15158
174.1 IPS |
|
Text Classification (F32)
|
100% |
154
61.0 IPS |
|
Text Classification (F16)
|
100% |
1120
443.1 IPS |
|
Machine Translation (F32)
|
100% |
583
89.8 IPS |
|
Machine Translation (F16)
|
100% |
581
89.6 IPS |