Upload Date | November 07 2021 04:05 PM |
Views | 5 |
System Information | |
---|---|
Operating System | Android 12 |
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 | 11.21 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
120
12.9 IPS |
|
Image Classification (F16)
|
100% |
112
12.0 IPS |
|
Image Classification (I8)
|
81% |
220
23.6 IPS |
|
Image Segmentation (F32)
|
100% |
521
3.22 IPS |
|
Image Segmentation (F16)
|
100% |
266
1.64 IPS |
|
Image Segmentation (I8)
|
89% |
633
3.91 IPS |
|
Pose Estimation (F32)
|
100% |
280
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
269
1.09 IPS |
|
Pose Estimation (I8)
|
80% |
225
0.91 IPS |
|
Object Detection (F32)
|
100% |
175
6.15 IPS |
|
Object Detection (F16)
|
100% |
165
5.78 IPS |
|
Object Detection (I8)
|
52% |
294
10.3 IPS |
|
Face Detection (F32)
|
100% |
623
7.16 IPS |
|
Face Detection (F16)
|
100% |
610
7.01 IPS |
|
Face Detection (I8)
|
75% |
487
5.59 IPS |
|
Text Classification (F32)
|
100% |
389
154.0 IPS |
|
Text Classification (F16)
|
100% |
387
152.9 IPS |
|
Machine Translation (F32)
|
100% |
686
105.8 IPS |
|
Machine Translation (F16)
|
100% |
681
105.0 IPS |