Upload Date | January 21 2023 06:02 PM |
Views | 1 |
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% |
96
10.3 IPS |
|
Image Classification (F16)
|
100% |
97
10.4 IPS |
|
Image Classification (I8)
|
81% |
275
29.5 IPS |
|
Image Segmentation (F32)
|
100% |
399
2.46 IPS |
|
Image Segmentation (F16)
|
100% |
393
2.43 IPS |
|
Image Segmentation (I8)
|
89% |
604
3.73 IPS |
|
Pose Estimation (F32)
|
100% |
239
0.97 IPS |
|
Pose Estimation (F16)
|
100% |
256
1.04 IPS |
|
Pose Estimation (I8)
|
80% |
228
0.92 IPS |
|
Object Detection (F32)
|
100% |
137
4.80 IPS |
|
Object Detection (F16)
|
100% |
150
5.25 IPS |
|
Object Detection (I8)
|
52% |
336
11.8 IPS |
|
Face Detection (F32)
|
100% |
438
5.03 IPS |
|
Face Detection (F16)
|
100% |
443
5.09 IPS |
|
Face Detection (I8)
|
75% |
535
6.14 IPS |
|
Text Classification (F32)
|
100% |
953
377.0 IPS |
|
Text Classification (F16)
|
100% |
941
372.2 IPS |
|
Machine Translation (F32)
|
100% |
691
106.5 IPS |
|
Machine Translation (F16)
|
100% |
691
106.4 IPS |