Upload Date | December 08 2022 10:36 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 7 Pro |
Model ID | Google Pixel 7 Pro |
Motherboard | cheetah |
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 @ 2.35 GHz |
Cluster 3 | 2 Cores @ 2.85 GHz |
Memory Information | |
---|---|
Size | 11.15 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% |
132
14.1 IPS |
|
Image Classification (I8)
|
81% |
217
23.2 IPS |
|
Image Segmentation (F32)
|
100% |
394
2.44 IPS |
|
Image Segmentation (F16)
|
100% |
427
2.64 IPS |
|
Image Segmentation (I8)
|
89% |
697
4.31 IPS |
|
Pose Estimation (F32)
|
100% |
293
1.18 IPS |
|
Pose Estimation (F16)
|
100% |
295
1.19 IPS |
|
Pose Estimation (I8)
|
80% |
211
0.85 IPS |
|
Object Detection (F32)
|
100% |
154
5.40 IPS |
|
Object Detection (F16)
|
100% |
155
5.44 IPS |
|
Object Detection (I8)
|
52% |
290
10.2 IPS |
|
Face Detection (F32)
|
100% |
466
5.36 IPS |
|
Face Detection (F16)
|
100% |
470
5.40 IPS |
|
Face Detection (I8)
|
75% |
488
5.61 IPS |
|
Text Classification (F32)
|
100% |
391
154.5 IPS |
|
Text Classification (F16)
|
100% |
370
146.3 IPS |
|
Machine Translation (F32)
|
100% |
685
105.6 IPS |
|
Machine Translation (F16)
|
100% |
684
105.3 IPS |