Upload Date | November 02 2022 07:09 AM |
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% |
680
72.9 IPS |
|
Image Classification (F16)
|
100% |
5675
608.0 IPS |
|
Image Classification (I8)
|
79% |
9735
1.04 KIPS |
|
Image Segmentation (F32)
|
100% |
1014
6.26 IPS |
|
Image Segmentation (F16)
|
100% |
7018
43.4 IPS |
|
Image Segmentation (I8)
|
89% |
29904
184.7 IPS |
|
Pose Estimation (F32)
|
100% |
814
3.30 IPS |
|
Pose Estimation (F16)
|
80% |
5423
21.9 IPS |
|
Pose Estimation (I8)
|
80% |
13505
54.6 IPS |
|
Object Detection (F32)
|
100% |
632
22.2 IPS |
|
Object Detection (F16)
|
100% |
89
3.14 IPS |
|
Object Detection (I8)
|
50% |
1849
64.9 IPS |
|
Face Detection (F32)
|
100% |
1581
18.2 IPS |
|
Face Detection (F16)
|
100% |
261
3.00 IPS |
|
Face Detection (I8)
|
75% |
17704
203.4 IPS |
|
Text Classification (F32)
|
100% |
200
78.9 IPS |
|
Text Classification (F16)
|
100% |
1120
443.2 IPS |
|
Machine Translation (F32)
|
100% |
689
106.2 IPS |
|
Machine Translation (F16)
|
100% |
688
106.0 IPS |