Upload Date | November 24 2022 05:13 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% |
206
22.0 IPS |
|
Image Classification (F16)
|
100% |
113
12.2 IPS |
|
Image Classification (I8)
|
81% |
210
22.5 IPS |
|
Image Segmentation (F32)
|
100% |
416
2.57 IPS |
|
Image Segmentation (F16)
|
100% |
424
2.62 IPS |
|
Image Segmentation (I8)
|
89% |
892
5.51 IPS |
|
Pose Estimation (F32)
|
100% |
314
1.27 IPS |
|
Pose Estimation (F16)
|
100% |
296
1.20 IPS |
|
Pose Estimation (I8)
|
80% |
244
0.99 IPS |
|
Object Detection (F32)
|
100% |
143
5.01 IPS |
|
Object Detection (F16)
|
100% |
157
5.50 IPS |
|
Object Detection (I8)
|
52% |
249
8.73 IPS |
|
Face Detection (F32)
|
100% |
419
4.81 IPS |
|
Face Detection (F16)
|
100% |
440
5.06 IPS |
|
Face Detection (I8)
|
75% |
532
6.11 IPS |
|
Text Classification (F32)
|
100% |
336
133.0 IPS |
|
Text Classification (F16)
|
100% |
367
145.0 IPS |
|
Machine Translation (F32)
|
100% |
698
107.6 IPS |
|
Machine Translation (F16)
|
100% |
695
107.2 IPS |