Upload Date | October 29 2021 10:15 PM |
Views | 2 |
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% |
112
12.0 IPS |
|
Image Classification (F16)
|
100% |
100
10.7 IPS |
|
Image Classification (I8)
|
81% |
216
23.2 IPS |
|
Image Segmentation (F32)
|
100% |
272
1.68 IPS |
|
Image Segmentation (F16)
|
100% |
587
3.63 IPS |
|
Image Segmentation (I8)
|
89% |
682
4.21 IPS |
|
Pose Estimation (F32)
|
100% |
276
1.12 IPS |
|
Pose Estimation (F16)
|
100% |
258
1.05 IPS |
|
Pose Estimation (I8)
|
80% |
249
1.01 IPS |
|
Object Detection (F32)
|
100% |
126
4.42 IPS |
|
Object Detection (F16)
|
100% |
129
4.53 IPS |
|
Object Detection (I8)
|
52% |
275
9.66 IPS |
|
Face Detection (F32)
|
100% |
579
6.65 IPS |
|
Face Detection (F16)
|
100% |
602
6.92 IPS |
|
Face Detection (I8)
|
75% |
479
5.50 IPS |
|
Text Classification (F32)
|
100% |
394
155.8 IPS |
|
Text Classification (F16)
|
100% |
389
153.9 IPS |
|
Machine Translation (F32)
|
100% |
644
99.3 IPS |
|
Machine Translation (F16)
|
100% |
642
99.0 IPS |