User | sturn42 |
Upload Date | February 18 2023 01:25 PM |
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% |
682
73.1 IPS |
|
Image Classification (F16)
|
100% |
5809
622.4 IPS |
|
Image Classification (I8)
|
79% |
9817
1.05 KIPS |
|
Image Segmentation (F32)
|
100% |
1028
6.35 IPS |
|
Image Segmentation (F16)
|
100% |
7203
44.5 IPS |
|
Image Segmentation (I8)
|
89% |
29946
185.0 IPS |
|
Pose Estimation (F32)
|
100% |
846
3.42 IPS |
|
Pose Estimation (F16)
|
80% |
5484
22.2 IPS |
|
Pose Estimation (I8)
|
80% |
13616
55.1 IPS |
|
Object Detection (F32)
|
100% |
649
22.8 IPS |
|
Object Detection (F16)
|
100% |
109
3.83 IPS |
|
Object Detection (I8)
|
50% |
1826
64.1 IPS |
|
Face Detection (F32)
|
100% |
1509
17.3 IPS |
|
Face Detection (F16)
|
100% |
531
6.09 IPS |
|
Face Detection (I8)
|
75% |
17079
196.2 IPS |
|
Text Classification (F32)
|
100% |
198
78.3 IPS |
|
Text Classification (F16)
|
100% |
1119
442.8 IPS |
|
Machine Translation (F32)
|
100% |
689
106.2 IPS |
|
Machine Translation (F16)
|
100% |
682
105.0 IPS |