Upload Date | November 07 2021 04:13 PM |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
130
14.0 IPS |
|
Image Classification (F16)
|
100% |
119
12.8 IPS |
|
Image Classification (I8)
|
81% |
217
23.3 IPS |
|
Image Segmentation (F32)
|
100% |
549
3.39 IPS |
|
Image Segmentation (F16)
|
100% |
319
1.97 IPS |
|
Image Segmentation (I8)
|
89% |
694
4.29 IPS |
|
Pose Estimation (F32)
|
100% |
300
1.21 IPS |
|
Pose Estimation (F16)
|
100% |
280
1.13 IPS |
|
Pose Estimation (I8)
|
80% |
228
0.92 IPS |
|
Object Detection (F32)
|
100% |
166
5.82 IPS |
|
Object Detection (F16)
|
100% |
166
5.82 IPS |
|
Object Detection (I8)
|
52% |
288
10.1 IPS |
|
Face Detection (F32)
|
100% |
633
7.27 IPS |
|
Face Detection (F16)
|
100% |
650
7.47 IPS |
|
Face Detection (I8)
|
75% |
498
5.72 IPS |
|
Text Classification (F32)
|
100% |
391
154.7 IPS |
|
Text Classification (F16)
|
100% |
417
164.9 IPS |
|
Machine Translation (F32)
|
100% |
689
106.2 IPS |
|
Machine Translation (F16)
|
100% |
689
106.2 IPS |