User | aaaaaaaaaa |
Upload Date | October 28 2021 11:08 AM |
Views | 8 |
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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
688
73.7 IPS |
|
Image Classification (F16)
|
100% |
5524
591.9 IPS |
|
Image Classification (I8)
|
79% |
10289
1.10 KIPS |
|
Image Segmentation (F32)
|
100% |
1185
7.32 IPS |
|
Image Segmentation (F16)
|
100% |
260
1.61 IPS |
|
Image Segmentation (I8)
|
89% |
25816
159.5 IPS |
|
Pose Estimation (F32)
|
100% |
799
3.23 IPS |
|
Pose Estimation (F16)
|
80% |
5363
21.7 IPS |
|
Pose Estimation (I8)
|
80% |
13452
54.4 IPS |
|
Object Detection (F32)
|
100% |
604
21.2 IPS |
|
Object Detection (F16)
|
100% |
1562
54.8 IPS |
|
Object Detection (I8)
|
50% |
1808
63.4 IPS |
|
Face Detection (F32)
|
100% |
1648
18.9 IPS |
|
Face Detection (F16)
|
97% |
5802
66.7 IPS |
|
Face Detection (I8)
|
75% |
17154
197.1 IPS |
|
Text Classification (F32)
|
100% |
229
90.6 IPS |
|
Text Classification (F16)
|
100% |
84
33.2 IPS |
|
Machine Translation (F32)
|
100% |
673
103.7 IPS |
|
Machine Translation (F16)
|
100% |
671
103.4 IPS |