Upload Date | December 15 2022 01:53 PM |
Views | 1 |
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 | |
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Size | 11.25 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
143
15.3 IPS |
|
Image Classification (F16)
|
100% |
113
12.2 IPS |
|
Image Classification (I8)
|
81% |
253
27.2 IPS |
|
Image Segmentation (F32)
|
100% |
348
2.15 IPS |
|
Image Segmentation (F16)
|
100% |
337
2.08 IPS |
|
Image Segmentation (I8)
|
89% |
923
5.70 IPS |
|
Pose Estimation (F32)
|
100% |
275
1.11 IPS |
|
Pose Estimation (F16)
|
100% |
265
1.07 IPS |
|
Pose Estimation (I8)
|
80% |
244
0.99 IPS |
|
Object Detection (F32)
|
100% |
132
4.63 IPS |
|
Object Detection (F16)
|
100% |
133
4.66 IPS |
|
Object Detection (I8)
|
52% |
324
11.4 IPS |
|
Face Detection (F32)
|
100% |
448
5.15 IPS |
|
Face Detection (F16)
|
100% |
439
5.05 IPS |
|
Face Detection (I8)
|
75% |
577
6.63 IPS |
|
Text Classification (F32)
|
100% |
444
175.7 IPS |
|
Text Classification (F16)
|
100% |
464
183.7 IPS |
|
Machine Translation (F32)
|
100% |
685
105.5 IPS |
|
Machine Translation (F16)
|
100% |
684
105.4 IPS |