Upload Date | November 16 2023 11:19 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Google Pixel 7 Pro |
Model ID | Google Pixel 7 Pro |
Motherboard | cheetah |
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 @ 2.35 GHz |
Cluster 3 | 2 Cores @ 2.85 GHz |
Memory Information | |
---|---|
Size | 11.19 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
501
53.6 IPS |
|
Image Classification (F16)
|
100% |
6525
699.1 IPS |
|
Image Classification (I8)
|
79% |
9897
1.06 KIPS |
|
Image Segmentation (F32)
|
100% |
567
3.50 IPS |
|
Image Segmentation (F16)
|
100% |
10088
62.3 IPS |
|
Image Segmentation (I8)
|
89% |
30333
187.4 IPS |
|
Pose Estimation (F32)
|
100% |
449
1.82 IPS |
|
Pose Estimation (F16)
|
100% |
4501
18.2 IPS |
|
Pose Estimation (I8)
|
80% |
9723
39.3 IPS |
|
Object Detection (F32)
|
100% |
406
14.3 IPS |
|
Object Detection (F16)
|
100% |
1558
54.7 IPS |
|
Object Detection (I8)
|
50% |
1792
62.9 IPS |
|
Face Detection (F32)
|
100% |
734
8.44 IPS |
|
Face Detection (F16)
|
100% |
519
5.96 IPS |
|
Face Detection (I8)
|
75% |
23618
271.3 IPS |
|
Text Classification (F32)
|
100% |
89
35.2 IPS |
|
Text Classification (F16)
|
100% |
1006
397.8 IPS |
|
Machine Translation (F32)
|
100% |
679
104.6 IPS |
|
Machine Translation (F16)
|
100% |
678
104.5 IPS |