Upload Date | November 09 2021 03:48 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
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 | |
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Size | 11.21 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
705
75.5 IPS |
|
Image Classification (F16)
|
100% |
5566
596.4 IPS |
|
Image Classification (I8)
|
79% |
10439
1.12 KIPS |
|
Image Segmentation (F32)
|
100% |
1197
7.39 IPS |
|
Image Segmentation (F16)
|
100% |
258
1.59 IPS |
|
Image Segmentation (I8)
|
89% |
26234
162.0 IPS |
|
Pose Estimation (F32)
|
100% |
783
3.17 IPS |
|
Pose Estimation (F16)
|
80% |
5382
21.8 IPS |
|
Pose Estimation (I8)
|
80% |
13344
54.0 IPS |
|
Object Detection (F32)
|
100% |
591
20.7 IPS |
|
Object Detection (F16)
|
100% |
1589
55.8 IPS |
|
Object Detection (I8)
|
50% |
1819
63.8 IPS |
|
Face Detection (F32)
|
100% |
1735
19.9 IPS |
|
Face Detection (F16)
|
97% |
5799
66.6 IPS |
|
Face Detection (I8)
|
75% |
17084
196.3 IPS |
|
Text Classification (F32)
|
100% |
210
83.1 IPS |
|
Text Classification (F16)
|
100% |
82
32.3 IPS |
|
Machine Translation (F32)
|
100% |
687
106.0 IPS |
|
Machine Translation (F16)
|
100% |
682
105.1 IPS |