Upload Date | November 09 2021 03:41 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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
121
13.0 IPS |
|
Image Classification (F16)
|
100% |
102
10.9 IPS |
|
Image Classification (I8)
|
81% |
223
23.9 IPS |
|
Image Segmentation (F32)
|
100% |
553
3.41 IPS |
|
Image Segmentation (F16)
|
100% |
540
3.33 IPS |
|
Image Segmentation (I8)
|
89% |
683
4.22 IPS |
|
Pose Estimation (F32)
|
100% |
287
1.16 IPS |
|
Pose Estimation (F16)
|
100% |
275
1.11 IPS |
|
Pose Estimation (I8)
|
80% |
218
0.88 IPS |
|
Object Detection (F32)
|
100% |
133
4.66 IPS |
|
Object Detection (F16)
|
100% |
140
4.90 IPS |
|
Object Detection (I8)
|
52% |
283
9.94 IPS |
|
Face Detection (F32)
|
100% |
627
7.20 IPS |
|
Face Detection (F16)
|
100% |
603
6.93 IPS |
|
Face Detection (I8)
|
75% |
501
5.75 IPS |
|
Text Classification (F32)
|
100% |
405
160.0 IPS |
|
Text Classification (F16)
|
100% |
421
166.5 IPS |
|
Machine Translation (F32)
|
100% |
685
105.6 IPS |
|
Machine Translation (F16)
|
100% |
679
104.7 IPS |