User | KD8UXA |
Upload Date | December 05 2024 09:21 PM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | Qualcomm Snapdragon 8 Gen 2 |
System Information | |
---|---|
Operating System | Android 14 |
Model | OnePlus 11 |
Model ID | OnePlus CPH2451 |
Motherboard | kalama |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 14.90 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
71
13.3 IPS |
|
Image Classification (HP)
|
100% |
9668
1.80 KIPS |
|
Image Classification (Q)
|
97% |
23385
4.36 KIPS |
|
Image Segmentation (SP)
|
100% |
62
1.00 IPS |
|
Image Segmentation (HP)
|
100% |
6038
97.9 IPS |
|
Image Segmentation (Q)
|
98% |
17326
281.7 IPS |
|
Pose Estimation (SP)
|
100% |
177
0.21 IPS |
|
Pose Estimation (HP)
|
100% |
69001
80.5 IPS |
|
Pose Estimation (Q)
|
98% |
280704
328.5 IPS |
|
Object Detection (SP)
|
100% |
75
5.92 IPS |
|
Object Detection (HP)
|
100% |
9779
775.7 IPS |
|
Object Detection (Q)
|
86% |
9914
797.2 IPS |
|
Face Detection (SP)
|
100% |
127
1.51 IPS |
|
Face Detection (HP)
|
100% |
16944
201.3 IPS |
|
Face Detection (Q)
|
97% |
38254
456.2 IPS |
|
Depth Estimation (SP)
|
100% |
183
1.41 IPS |
|
Depth Estimation (HP)
|
99% |
41800
322.0 IPS |
|
Depth Estimation (Q)
|
63% |
70369
658.9 IPS |
|
Style Transfer (SP)
|
100% |
340
0.44 IPS |
|
Style Transfer (HP)
|
98% |
58060
74.9 IPS |
|
Style Transfer (Q)
|
98% |
280062
361.1 IPS |
|
Image Super-Resolution (SP)
|
100% |
62
2.29 IPS |
|
Image Super-Resolution (HP)
|
100% |
28133
1.04 KIPS |
|
Image Super-Resolution (Q)
|
97% |
71472
2.65 KIPS |
|
Text Classification (SP)
|
100% |
110
147.4 IPS |
|
Text Classification (HP)
|
100% |
2202
2.94 KIPS |
|
Text Classification (Q)
|
93% |
4996
6.71 KIPS |
|
Machine Translation (SP)
|
100% |
194
3.34 IPS |
|
Machine Translation (HP)
|
100% |
1917
33.0 IPS |
|
Machine Translation (Q)
|
55% |
1179
30.9 IPS |