Upload Date | October 30 2021 10:12 PM |
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% |
217
23.3 IPS |
|
Image Classification (F16)
|
100% |
123
13.1 IPS |
|
Image Classification (I8)
|
81% |
216
23.1 IPS |
|
Image Segmentation (F32)
|
100% |
270
1.67 IPS |
|
Image Segmentation (F16)
|
100% |
375
2.31 IPS |
|
Image Segmentation (I8)
|
89% |
691
4.27 IPS |
|
Pose Estimation (F32)
|
100% |
263
1.06 IPS |
|
Pose Estimation (F16)
|
100% |
253
1.03 IPS |
|
Pose Estimation (I8)
|
80% |
248
1.00 IPS |
|
Object Detection (F32)
|
100% |
122
4.30 IPS |
|
Object Detection (F16)
|
100% |
127
4.47 IPS |
|
Object Detection (I8)
|
52% |
286
10.1 IPS |
|
Face Detection (F32)
|
100% |
567
6.51 IPS |
|
Face Detection (F16)
|
100% |
569
6.54 IPS |
|
Face Detection (I8)
|
75% |
507
5.83 IPS |
|
Text Classification (F32)
|
100% |
373
147.7 IPS |
|
Text Classification (F16)
|
100% |
443
175.4 IPS |
|
Machine Translation (F32)
|
100% |
583
89.8 IPS |
|
Machine Translation (F16)
|
100% |
656
101.1 IPS |