Upload Date | January 07 2023 07:36 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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
127
13.6 IPS |
|
Image Classification (F16)
|
100% |
116
12.5 IPS |
|
Image Classification (I8)
|
81% |
223
23.9 IPS |
|
Image Segmentation (F32)
|
100% |
347
2.15 IPS |
|
Image Segmentation (F16)
|
100% |
374
2.31 IPS |
|
Image Segmentation (I8)
|
89% |
727
4.49 IPS |
|
Pose Estimation (F32)
|
100% |
272
1.10 IPS |
|
Pose Estimation (F16)
|
100% |
272
1.10 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
150
5.27 IPS |
|
Object Detection (F16)
|
100% |
142
4.98 IPS |
|
Object Detection (I8)
|
52% |
325
11.4 IPS |
|
Face Detection (F32)
|
100% |
454
5.21 IPS |
|
Face Detection (F16)
|
100% |
463
5.32 IPS |
|
Face Detection (I8)
|
75% |
506
5.82 IPS |
|
Text Classification (F32)
|
100% |
403
159.3 IPS |
|
Text Classification (F16)
|
100% |
445
175.9 IPS |
|
Machine Translation (F32)
|
100% |
686
105.8 IPS |
|
Machine Translation (F16)
|
100% |
686
105.8 IPS |