Upload Date | October 08 2022 01:39 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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
683
73.2 IPS |
|
Image Classification (F16)
|
100% |
5794
620.8 IPS |
|
Image Classification (I8)
|
79% |
9769
1.05 KIPS |
|
Image Segmentation (F32)
|
100% |
1078
6.66 IPS |
|
Image Segmentation (F16)
|
100% |
7155
44.2 IPS |
|
Image Segmentation (I8)
|
89% |
30010
185.4 IPS |
|
Pose Estimation (F32)
|
100% |
815
3.30 IPS |
|
Pose Estimation (F16)
|
80% |
5356
21.7 IPS |
|
Pose Estimation (I8)
|
80% |
13453
54.4 IPS |
|
Object Detection (F32)
|
100% |
613
21.5 IPS |
|
Object Detection (F16)
|
100% |
109
3.83 IPS |
|
Object Detection (I8)
|
50% |
1848
64.8 IPS |
|
Face Detection (F32)
|
100% |
1439
16.5 IPS |
|
Face Detection (F16)
|
100% |
522
5.99 IPS |
|
Face Detection (I8)
|
75% |
17139
196.9 IPS |
|
Text Classification (F32)
|
100% |
183
72.3 IPS |
|
Text Classification (F16)
|
100% |
1119
442.7 IPS |
|
Machine Translation (F32)
|
100% |
674
103.8 IPS |
|
Machine Translation (F16)
|
100% |
677
104.4 IPS |