Upload Date | December 27 2022 09:35 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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
705
75.6 IPS |
|
Image Classification (F16)
|
100% |
5953
637.8 IPS |
|
Image Classification (I8)
|
79% |
9588
1.03 KIPS |
|
Image Segmentation (F32)
|
100% |
1081
6.68 IPS |
|
Image Segmentation (F16)
|
100% |
7224
44.6 IPS |
|
Image Segmentation (I8)
|
89% |
29288
180.9 IPS |
|
Pose Estimation (F32)
|
100% |
835
3.38 IPS |
|
Pose Estimation (F16)
|
80% |
5427
22.0 IPS |
|
Pose Estimation (I8)
|
80% |
13398
54.2 IPS |
|
Object Detection (F32)
|
100% |
604
21.2 IPS |
|
Object Detection (F16)
|
100% |
107
3.75 IPS |
|
Object Detection (I8)
|
50% |
1863
65.4 IPS |
|
Face Detection (F32)
|
100% |
1540
17.7 IPS |
|
Face Detection (F16)
|
100% |
539
6.19 IPS |
|
Face Detection (I8)
|
75% |
17528
201.4 IPS |
|
Text Classification (F32)
|
100% |
203
80.1 IPS |
|
Text Classification (F16)
|
100% |
1126
445.4 IPS |
|
Machine Translation (F32)
|
100% |
687
105.9 IPS |
|
Machine Translation (F16)
|
100% |
693
106.9 IPS |