Upload Date | October 12 2022 11:30 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
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 | 11.25 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
639
68.5 IPS |
|
Image Classification (F16)
|
100% |
5915
633.8 IPS |
|
Image Classification (I8)
|
79% |
9491
1.02 KIPS |
|
Image Segmentation (F32)
|
100% |
1092
6.74 IPS |
|
Image Segmentation (F16)
|
100% |
7004
43.3 IPS |
|
Image Segmentation (I8)
|
89% |
29782
184.0 IPS |
|
Pose Estimation (F32)
|
100% |
822
3.33 IPS |
|
Pose Estimation (F16)
|
80% |
5454
22.1 IPS |
|
Pose Estimation (I8)
|
80% |
13680
55.4 IPS |
|
Object Detection (F32)
|
100% |
612
21.5 IPS |
|
Object Detection (F16)
|
100% |
102
3.59 IPS |
|
Object Detection (I8)
|
50% |
1854
65.1 IPS |
|
Face Detection (F32)
|
100% |
1451
16.7 IPS |
|
Face Detection (F16)
|
100% |
505
5.81 IPS |
|
Face Detection (I8)
|
75% |
17317
199.0 IPS |
|
Text Classification (F32)
|
100% |
206
81.3 IPS |
|
Text Classification (F16)
|
100% |
1119
442.4 IPS |
|
Machine Translation (F32)
|
100% |
693
106.8 IPS |
|
Machine Translation (F16)
|
100% |
692
106.7 IPS |