Upload Date | October 31 2021 01:41 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 | |
---|---|
Size | 11.21 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
116
12.4 IPS |
|
Image Classification (F16)
|
100% |
105
11.2 IPS |
|
Image Classification (I8)
|
81% |
219
23.5 IPS |
|
Image Segmentation (F32)
|
100% |
272
1.68 IPS |
|
Image Segmentation (F16)
|
100% |
276
1.71 IPS |
|
Image Segmentation (I8)
|
89% |
667
4.12 IPS |
|
Pose Estimation (F32)
|
100% |
265
1.07 IPS |
|
Pose Estimation (F16)
|
100% |
251
1.02 IPS |
|
Pose Estimation (I8)
|
80% |
214
0.87 IPS |
|
Object Detection (F32)
|
100% |
130
4.55 IPS |
|
Object Detection (F16)
|
100% |
128
4.49 IPS |
|
Object Detection (I8)
|
52% |
279
9.79 IPS |
|
Face Detection (F32)
|
100% |
601
6.91 IPS |
|
Face Detection (F16)
|
100% |
579
6.65 IPS |
|
Face Detection (I8)
|
75% |
488
5.61 IPS |
|
Text Classification (F32)
|
100% |
413
163.3 IPS |
|
Text Classification (F16)
|
100% |
432
170.8 IPS |
|
Machine Translation (F32)
|
100% |
667
102.8 IPS |
|
Machine Translation (F16)
|
100% |
667
102.7 IPS |