Upload Date | February 19 2023 03:44 AM |
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% |
765
82.0 IPS |
|
Image Classification (F16)
|
100% |
5680
608.6 IPS |
|
Image Classification (I8)
|
79% |
10324
1.11 KIPS |
|
Image Segmentation (F32)
|
100% |
1080
6.67 IPS |
|
Image Segmentation (F16)
|
100% |
6686
41.3 IPS |
|
Image Segmentation (I8)
|
89% |
28914
178.6 IPS |
|
Pose Estimation (F32)
|
100% |
828
3.35 IPS |
|
Pose Estimation (F16)
|
80% |
5334
21.6 IPS |
|
Pose Estimation (I8)
|
80% |
13179
53.3 IPS |
|
Object Detection (F32)
|
100% |
644
22.6 IPS |
|
Object Detection (F16)
|
100% |
106
3.73 IPS |
|
Object Detection (I8)
|
50% |
1855
65.1 IPS |
|
Face Detection (F32)
|
100% |
1532
17.6 IPS |
|
Face Detection (F16)
|
100% |
298
3.42 IPS |
|
Face Detection (I8)
|
75% |
16761
192.6 IPS |
|
Text Classification (F32)
|
100% |
237
93.6 IPS |
|
Text Classification (F16)
|
100% |
1115
440.9 IPS |
|
Machine Translation (F32)
|
100% |
692
106.6 IPS |
|
Machine Translation (F16)
|
100% |
692
106.6 IPS |