User | nwisecup |
Upload Date | November 01 2021 02:10 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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
787
84.3 IPS |
|
Image Classification (F16)
|
100% |
1214
130.1 IPS |
|
Image Classification (I8)
|
80% |
1084
116.2 IPS |
|
Image Segmentation (F32)
|
100% |
2776
17.1 IPS |
|
Image Segmentation (F16)
|
100% |
4847
29.9 IPS |
|
Image Segmentation (I8)
|
89% |
4553
28.1 IPS |
|
Pose Estimation (F32)
|
100% |
813
3.29 IPS |
|
Pose Estimation (F16)
|
100% |
2825
11.4 IPS |
|
Pose Estimation (I8)
|
80% |
2801
11.3 IPS |
|
Object Detection (F32)
|
100% |
540
19.0 IPS |
|
Object Detection (F16)
|
100% |
782
27.4 IPS |
|
Object Detection (I8)
|
54% |
733
25.7 IPS |
|
Face Detection (F32)
|
100% |
2110
24.2 IPS |
|
Face Detection (F16)
|
97% |
3158
36.3 IPS |
|
Face Detection (I8)
|
75% |
2920
33.6 IPS |
|
Text Classification (F32)
|
100% |
508
200.9 IPS |
|
Text Classification (F16)
|
98% |
682
269.7 IPS |
|
Machine Translation (F32)
|
100% |
686
105.7 IPS |
|
Machine Translation (F16)
|
100% |
682
105.1 IPS |