User | hass |
Upload Date | September 05 2024 03:05 PM |
Views | 3 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Google Tensor G3 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Google Pixel 8 Pro |
Model ID | Google Pixel 8 Pro |
Motherboard | husky |
Governor | sched_pixel |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 9 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 1.70 GHz |
Cluster 1 | 4 Cores @ 1.70 GHz |
Cluster 2 | 4 Cores @ 2.37 GHz |
Cluster 3 | 1 Core @ 2.91 GHz |
Memory Information | |
---|---|
Size | 11.32 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
864
160.7 IPS |
|
Image Classification (HP)
|
100% |
930
172.9 IPS |
|
Image Classification (Q)
|
100% |
918
170.7 IPS |
|
Image Segmentation (SP)
|
100% |
709
11.5 IPS |
|
Image Segmentation (HP)
|
100% |
1705
27.6 IPS |
|
Image Segmentation (Q)
|
98% |
1664
27.1 IPS |
|
Pose Estimation (SP)
|
100% |
1781
2.08 IPS |
|
Pose Estimation (HP)
|
100% |
1554
1.81 IPS |
|
Pose Estimation (Q)
|
84% |
2862
3.39 IPS |
|
Object Detection (SP)
|
98% |
558
44.4 IPS |
|
Object Detection (HP)
|
98% |
205
16.3 IPS |
|
Object Detection (Q)
|
87% |
1302
104.6 IPS |
|
Face Detection (SP)
|
100% |
1139
13.5 IPS |
|
Face Detection (HP)
|
100% |
675
8.02 IPS |
|
Face Detection (Q)
|
95% |
2241
26.8 IPS |
|
Depth Estimation (SP)
|
99% |
1272
9.83 IPS |
|
Depth Estimation (HP)
|
99% |
1325
10.2 IPS |
|
Depth Estimation (Q)
|
75% |
5904
47.9 IPS |
|
Style Transfer (SP)
|
89% |
3211
4.17 IPS |
|
Style Transfer (HP)
|
89% |
6208
8.06 IPS |
|
Style Transfer (Q)
|
98% |
9705
12.5 IPS |
|
Image Super-Resolution (SP)
|
100% |
1058
39.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
1021
37.7 IPS |
|
Image Super-Resolution (Q)
|
97% |
1226
45.4 IPS |
|
Text Classification (SP)
|
100% |
248
331.4 IPS |
|
Text Classification (HP)
|
99% |
239
319.4 IPS |
|
Text Classification (Q)
|
88% |
471
635.2 IPS |
|
Machine Translation (SP)
|
100% |
975
16.8 IPS |
|
Machine Translation (HP)
|
100% |
529
9.11 IPS |
|
Machine Translation (Q)
|
50% |
338
12.0 IPS |