Upload Date | December 09 2022 08:34 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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
708
75.9 IPS |
|
Image Classification (F16)
|
100% |
5812
622.7 IPS |
|
Image Classification (I8)
|
79% |
9663
1.04 KIPS |
|
Image Segmentation (F32)
|
100% |
1004
6.20 IPS |
|
Image Segmentation (F16)
|
100% |
7124
44.0 IPS |
|
Image Segmentation (I8)
|
89% |
30084
185.8 IPS |
|
Pose Estimation (F32)
|
100% |
835
3.38 IPS |
|
Pose Estimation (F16)
|
80% |
5420
21.9 IPS |
|
Pose Estimation (I8)
|
80% |
13355
54.0 IPS |
|
Object Detection (F32)
|
100% |
640
22.5 IPS |
|
Object Detection (F16)
|
100% |
94
3.31 IPS |
|
Object Detection (I8)
|
50% |
1859
65.2 IPS |
|
Face Detection (F32)
|
100% |
1472
16.9 IPS |
|
Face Detection (F16)
|
100% |
504
5.79 IPS |
|
Face Detection (I8)
|
75% |
17506
201.1 IPS |
|
Text Classification (F32)
|
100% |
191
75.4 IPS |
|
Text Classification (F16)
|
100% |
1120
442.9 IPS |
|
Machine Translation (F32)
|
100% |
680
104.7 IPS |
|
Machine Translation (F16)
|
100% |
679
104.6 IPS |