Upload Date | November 07 2021 06:36 AM |
Views | 5 |
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 | |
---|---|
Size | 11.21 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
665
71.2 IPS |
|
Image Classification (F16)
|
100% |
5942
636.6 IPS |
|
Image Classification (I8)
|
79% |
10395
1.11 KIPS |
|
Image Segmentation (F32)
|
100% |
1198
7.40 IPS |
|
Image Segmentation (F16)
|
100% |
259
1.60 IPS |
|
Image Segmentation (I8)
|
89% |
25822
159.5 IPS |
|
Pose Estimation (F32)
|
100% |
776
3.14 IPS |
|
Pose Estimation (F16)
|
80% |
5369
21.7 IPS |
|
Pose Estimation (I8)
|
80% |
13295
53.8 IPS |
|
Object Detection (F32)
|
100% |
577
20.2 IPS |
|
Object Detection (F16)
|
100% |
1574
55.3 IPS |
|
Object Detection (I8)
|
50% |
1804
63.3 IPS |
|
Face Detection (F32)
|
100% |
1603
18.4 IPS |
|
Face Detection (F16)
|
97% |
5734
65.9 IPS |
|
Face Detection (I8)
|
75% |
17180
197.4 IPS |
|
Text Classification (F32)
|
100% |
218
86.2 IPS |
|
Text Classification (F16)
|
100% |
84
33.1 IPS |
|
Machine Translation (F32)
|
100% |
678
104.5 IPS |
|
Machine Translation (F16)
|
100% |
676
104.2 IPS |