User | mchus |
Upload Date | August 13 2023 09:07 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 6 |
Model ID | Google Pixel 6 |
Motherboard | oriole |
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 | 7.41 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
120
12.9 IPS |
|
Image Classification (F16)
|
100% |
99
10.6 IPS |
|
Image Classification (I8)
|
81% |
279
29.9 IPS |
|
Image Segmentation (F32)
|
100% |
450
2.78 IPS |
|
Image Segmentation (F16)
|
100% |
456
2.82 IPS |
|
Image Segmentation (I8)
|
89% |
731
4.51 IPS |
|
Pose Estimation (F32)
|
100% |
286
1.16 IPS |
|
Pose Estimation (F16)
|
100% |
267
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
230
0.93 IPS |
|
Object Detection (F32)
|
100% |
160
5.63 IPS |
|
Object Detection (F16)
|
100% |
263
9.22 IPS |
|
Object Detection (I8)
|
52% |
357
12.5 IPS |
|
Face Detection (F32)
|
100% |
559
6.42 IPS |
|
Face Detection (F16)
|
100% |
583
6.69 IPS |
|
Face Detection (I8)
|
75% |
542
6.23 IPS |
|
Text Classification (F32)
|
100% |
892
352.9 IPS |
|
Text Classification (F16)
|
100% |
917
362.5 IPS |
|
Machine Translation (F32)
|
100% |
677
104.3 IPS |
|
Machine Translation (F16)
|
100% |
670
103.2 IPS |