Upload Date | October 18 2022 03:13 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 | |
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Size | 11.15 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
477
51.1 IPS |
|
Image Classification (F16)
|
100% |
639
68.5 IPS |
|
Image Classification (I8)
|
81% |
630
67.5 IPS |
|
Image Segmentation (F32)
|
100% |
1997
12.3 IPS |
|
Image Segmentation (F16)
|
100% |
3753
23.2 IPS |
|
Image Segmentation (I8)
|
89% |
3817
23.6 IPS |
|
Pose Estimation (F32)
|
100% |
735
2.97 IPS |
|
Pose Estimation (F16)
|
0% |
2184
8.84 IPS |
|
Pose Estimation (I8)
|
0% |
2136
8.64 IPS |
|
Object Detection (F32)
|
100% |
442
15.5 IPS |
|
Object Detection (F16)
|
99% |
579
20.3 IPS |
|
Object Detection (I8)
|
54% |
577
20.2 IPS |
|
Face Detection (F32)
|
100% |
1511
17.4 IPS |
|
Face Detection (F16)
|
97% |
2264
26.0 IPS |
|
Face Detection (I8)
|
75% |
2351
27.0 IPS |
|
Text Classification (F32)
|
100% |
285
112.6 IPS |
|
Text Classification (F16)
|
46% |
384
151.9 IPS |
|
Machine Translation (F32)
|
100% |
687
105.9 IPS |
|
Machine Translation (F16)
|
100% |
687
105.8 IPS |