Upload Date | November 03 2021 07:08 AM |
Views | 2 |
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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
661
70.8 IPS |
|
Image Classification (F16)
|
100% |
4947
530.0 IPS |
|
Image Classification (I8)
|
79% |
8698
932.0 IPS |
|
Image Segmentation (F32)
|
100% |
1126
6.96 IPS |
|
Image Segmentation (F16)
|
100% |
224
1.38 IPS |
|
Image Segmentation (I8)
|
89% |
22311
137.8 IPS |
|
Pose Estimation (F32)
|
100% |
772
3.13 IPS |
|
Pose Estimation (F16)
|
80% |
4560
18.5 IPS |
|
Pose Estimation (I8)
|
80% |
11344
45.9 IPS |
|
Object Detection (F32)
|
100% |
557
19.6 IPS |
|
Object Detection (F16)
|
100% |
1354
47.5 IPS |
|
Object Detection (I8)
|
50% |
1610
56.5 IPS |
|
Face Detection (F32)
|
100% |
1536
17.6 IPS |
|
Face Detection (F16)
|
97% |
4993
57.4 IPS |
|
Face Detection (I8)
|
75% |
14751
169.5 IPS |
|
Text Classification (F32)
|
100% |
206
81.4 IPS |
|
Text Classification (F16)
|
100% |
73
28.7 IPS |
|
Machine Translation (F32)
|
100% |
645
99.4 IPS |
|
Machine Translation (F16)
|
100% |
642
99.0 IPS |