Upload Date | November 01 2021 10:21 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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
115
12.3 IPS |
|
Image Classification (F16)
|
100% |
109
11.7 IPS |
|
Image Classification (I8)
|
81% |
217
23.2 IPS |
|
Image Segmentation (F32)
|
100% |
281
1.74 IPS |
|
Image Segmentation (F16)
|
100% |
570
3.52 IPS |
|
Image Segmentation (I8)
|
89% |
673
4.16 IPS |
|
Pose Estimation (F32)
|
100% |
272
1.10 IPS |
|
Pose Estimation (F16)
|
100% |
281
1.14 IPS |
|
Pose Estimation (I8)
|
80% |
235
0.95 IPS |
|
Object Detection (F32)
|
100% |
141
4.95 IPS |
|
Object Detection (F16)
|
100% |
134
4.70 IPS |
|
Object Detection (I8)
|
52% |
290
10.2 IPS |
|
Face Detection (F32)
|
100% |
643
7.39 IPS |
|
Face Detection (F16)
|
100% |
631
7.25 IPS |
|
Face Detection (I8)
|
75% |
472
5.42 IPS |
|
Text Classification (F32)
|
100% |
408
161.4 IPS |
|
Text Classification (F16)
|
100% |
410
162.4 IPS |
|
Machine Translation (F32)
|
100% |
694
107.0 IPS |
|
Machine Translation (F16)
|
100% |
683
105.3 IPS |