Upload Date | October 18 2022 07:01 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
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 | 11.15 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
487
52.2 IPS |
|
Image Classification (F16)
|
100% |
7113
762.1 IPS |
|
Image Classification (I8)
|
79% |
10950
1.17 KIPS |
|
Image Segmentation (F32)
|
100% |
596
3.68 IPS |
|
Image Segmentation (F16)
|
96% |
10869
67.1 IPS |
|
Image Segmentation (I8)
|
89% |
34416
212.6 IPS |
|
Pose Estimation (F32)
|
100% |
451
1.83 IPS |
|
Pose Estimation (F16)
|
100% |
5819
23.5 IPS |
|
Pose Estimation (I8)
|
80% |
13710
55.5 IPS |
|
Object Detection (F32)
|
100% |
404
14.2 IPS |
|
Object Detection (F16)
|
100% |
1611
56.6 IPS |
|
Object Detection (I8)
|
50% |
1858
65.2 IPS |
|
Face Detection (F32)
|
100% |
816
9.38 IPS |
|
Face Detection (F16)
|
98% |
11166
128.3 IPS |
|
Face Detection (I8)
|
75% |
25997
298.7 IPS |
|
Text Classification (F32)
|
100% |
90
35.7 IPS |
|
Text Classification (F16)
|
100% |
1311
518.6 IPS |
|
Machine Translation (F32)
|
100% |
678
104.5 IPS |
|
Machine Translation (F16)
|
100% |
676
104.2 IPS |