Upload Date | October 29 2021 02:58 AM |
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 | |
---|---|
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% |
841
90.1 IPS |
|
Image Classification (F16)
|
100% |
1188
127.3 IPS |
|
Image Classification (I8)
|
80% |
1202
128.8 IPS |
|
Image Segmentation (F32)
|
100% |
2814
17.4 IPS |
|
Image Segmentation (F16)
|
100% |
4830
29.8 IPS |
|
Image Segmentation (I8)
|
89% |
5022
31.0 IPS |
|
Pose Estimation (F32)
|
100% |
811
3.28 IPS |
|
Pose Estimation (F16)
|
100% |
2874
11.6 IPS |
|
Pose Estimation (I8)
|
80% |
2796
11.3 IPS |
|
Object Detection (F32)
|
100% |
540
19.0 IPS |
|
Object Detection (F16)
|
100% |
778
27.3 IPS |
|
Object Detection (I8)
|
54% |
741
26.0 IPS |
|
Face Detection (F32)
|
100% |
2127
24.4 IPS |
|
Face Detection (F16)
|
97% |
3062
35.2 IPS |
|
Face Detection (I8)
|
75% |
2848
32.7 IPS |
|
Text Classification (F32)
|
100% |
550
217.6 IPS |
|
Text Classification (F16)
|
98% |
641
253.6 IPS |
|
Machine Translation (F32)
|
100% |
687
106.0 IPS |
|
Machine Translation (F16)
|
100% |
688
106.0 IPS |