Upload Date | October 23 2022 03:10 PM |
Views | 1 |
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 | |
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Size | 11.15 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
120
12.8 IPS |
|
Image Classification (F16)
|
100% |
116
12.4 IPS |
|
Image Classification (I8)
|
81% |
204
21.9 IPS |
|
Image Segmentation (F32)
|
100% |
367
2.26 IPS |
|
Image Segmentation (F16)
|
100% |
366
2.26 IPS |
|
Image Segmentation (I8)
|
89% |
898
5.55 IPS |
|
Pose Estimation (F32)
|
100% |
304
1.23 IPS |
|
Pose Estimation (F16)
|
100% |
292
1.18 IPS |
|
Pose Estimation (I8)
|
80% |
245
0.99 IPS |
|
Object Detection (F32)
|
100% |
142
4.98 IPS |
|
Object Detection (F16)
|
100% |
133
4.67 IPS |
|
Object Detection (I8)
|
52% |
263
9.24 IPS |
|
Face Detection (F32)
|
100% |
421
4.83 IPS |
|
Face Detection (F16)
|
100% |
461
5.29 IPS |
|
Face Detection (I8)
|
75% |
535
6.15 IPS |
|
Text Classification (F32)
|
100% |
362
143.2 IPS |
|
Text Classification (F16)
|
100% |
359
141.9 IPS |
|
Machine Translation (F32)
|
100% |
686
105.7 IPS |
|
Machine Translation (F16)
|
100% |
688
106.0 IPS |