Upload Date | March 11 2023 09:20 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
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 | 11.25 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
84
8.96 IPS |
|
Image Classification (F16)
|
100% |
64
6.91 IPS |
|
Image Classification (I8)
|
81% |
221
23.7 IPS |
|
Image Segmentation (F32)
|
100% |
326
2.01 IPS |
|
Image Segmentation (F16)
|
100% |
352
2.17 IPS |
|
Image Segmentation (I8)
|
89% |
701
4.33 IPS |
|
Pose Estimation (F32)
|
100% |
256
1.04 IPS |
|
Pose Estimation (F16)
|
100% |
244
0.99 IPS |
|
Pose Estimation (I8)
|
80% |
219
0.89 IPS |
|
Object Detection (F32)
|
100% |
114
3.99 IPS |
|
Object Detection (F16)
|
100% |
104
3.64 IPS |
|
Object Detection (I8)
|
52% |
295
10.4 IPS |
|
Face Detection (F32)
|
100% |
403
4.63 IPS |
|
Face Detection (F16)
|
100% |
400
4.59 IPS |
|
Face Detection (I8)
|
75% |
512
5.89 IPS |
|
Text Classification (F32)
|
100% |
388
153.4 IPS |
|
Text Classification (F16)
|
100% |
413
163.5 IPS |
|
Machine Translation (F32)
|
100% |
581
89.6 IPS |
|
Machine Translation (F16)
|
100% |
585
90.2 IPS |