Upload Date | October 13 2023 11:35 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Google Pixel 7 Pro |
Model ID | Google Pixel 7 Pro |
Motherboard | cheetah |
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 @ 2.35 GHz |
Cluster 3 | 2 Cores @ 2.85 GHz |
Memory Information | |
---|---|
Size | 11.19 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
502
53.7 IPS |
|
Image Classification (F16)
|
100% |
7619
816.3 IPS |
|
Image Classification (I8)
|
79% |
10523
1.13 KIPS |
|
Image Segmentation (F32)
|
100% |
590
3.65 IPS |
|
Image Segmentation (F16)
|
100% |
11958
73.9 IPS |
|
Image Segmentation (I8)
|
89% |
34287
211.8 IPS |
|
Pose Estimation (F32)
|
100% |
452
1.83 IPS |
|
Pose Estimation (F16)
|
100% |
5719
23.1 IPS |
|
Pose Estimation (I8)
|
80% |
12235
49.5 IPS |
|
Object Detection (F32)
|
100% |
420
14.8 IPS |
|
Object Detection (F16)
|
100% |
1608
56.4 IPS |
|
Object Detection (I8)
|
50% |
1825
64.0 IPS |
|
Face Detection (F32)
|
100% |
823
9.45 IPS |
|
Face Detection (F16)
|
100% |
553
6.36 IPS |
|
Face Detection (I8)
|
75% |
26607
305.7 IPS |
|
Text Classification (F32)
|
100% |
103
40.8 IPS |
|
Text Classification (F16)
|
100% |
1057
418.2 IPS |
|
Machine Translation (F32)
|
100% |
701
108.1 IPS |
|
Machine Translation (F16)
|
100% |
703
108.3 IPS |