Upload Date | January 05 2023 09:28 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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
739
79.2 IPS |
|
Image Classification (F16)
|
100% |
5628
603.0 IPS |
|
Image Classification (I8)
|
79% |
9677
1.04 KIPS |
|
Image Segmentation (F32)
|
100% |
1113
6.87 IPS |
|
Image Segmentation (F16)
|
100% |
7255
44.8 IPS |
|
Image Segmentation (I8)
|
89% |
26837
165.8 IPS |
|
Pose Estimation (F32)
|
100% |
850
3.44 IPS |
|
Pose Estimation (F16)
|
80% |
5358
21.7 IPS |
|
Pose Estimation (I8)
|
80% |
12882
52.1 IPS |
|
Object Detection (F32)
|
100% |
675
23.7 IPS |
|
Object Detection (F16)
|
100% |
103
3.63 IPS |
|
Object Detection (I8)
|
50% |
1831
64.3 IPS |
|
Face Detection (F32)
|
100% |
1528
17.6 IPS |
|
Face Detection (F16)
|
100% |
317
3.64 IPS |
|
Face Detection (I8)
|
75% |
16837
193.4 IPS |
|
Text Classification (F32)
|
100% |
260
102.7 IPS |
|
Text Classification (F16)
|
100% |
1123
444.2 IPS |
|
Machine Translation (F32)
|
100% |
700
107.9 IPS |
|
Machine Translation (F16)
|
100% |
701
108.0 IPS |