Upload Date | December 16 2022 10:58 AM |
Views | 3 |
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% |
658
70.5 IPS |
|
Image Classification (F16)
|
100% |
5735
614.5 IPS |
|
Image Classification (I8)
|
79% |
9718
1.04 KIPS |
|
Image Segmentation (F32)
|
100% |
1009
6.23 IPS |
|
Image Segmentation (F16)
|
100% |
7124
44.0 IPS |
|
Image Segmentation (I8)
|
89% |
29909
184.7 IPS |
|
Pose Estimation (F32)
|
100% |
831
3.36 IPS |
|
Pose Estimation (F16)
|
80% |
5458
22.1 IPS |
|
Pose Estimation (I8)
|
80% |
13520
54.7 IPS |
|
Object Detection (F32)
|
100% |
596
20.9 IPS |
|
Object Detection (F16)
|
100% |
106
3.71 IPS |
|
Object Detection (I8)
|
50% |
1657
58.2 IPS |
|
Face Detection (F32)
|
100% |
1518
17.4 IPS |
|
Face Detection (F16)
|
100% |
477
5.48 IPS |
|
Face Detection (I8)
|
75% |
15353
176.4 IPS |
|
Text Classification (F32)
|
100% |
169
66.8 IPS |
|
Text Classification (F16)
|
100% |
1089
430.6 IPS |
|
Machine Translation (F32)
|
100% |
586
90.3 IPS |
|
Machine Translation (F16)
|
100% |
580
89.4 IPS |