User | abufrejoval |
Upload Date | September 23 2024 01:39 AM |
Views | 6 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | Qualcomm Snapdragon 865 |
System Information | |
---|---|
Operating System | Android 14 |
Model | OnePlus 8 |
Model ID | OnePlus IN2013 |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.34 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
35
6.54 IPS |
|
Image Classification (HP)
|
100% |
36
6.61 IPS |
|
Image Classification (Q)
|
96% |
1313
245.1 IPS |
|
Image Segmentation (SP)
|
100% |
44
0.72 IPS |
|
Image Segmentation (HP)
|
100% |
45
0.73 IPS |
|
Image Segmentation (Q)
|
98% |
1251
20.3 IPS |
|
Pose Estimation (SP)
|
100% |
72
0.08 IPS |
|
Pose Estimation (HP)
|
100% |
72
0.08 IPS |
|
Pose Estimation (Q)
|
96% |
13285
15.6 IPS |
|
Object Detection (SP)
|
100% |
36
2.86 IPS |
|
Object Detection (HP)
|
100% |
36
2.88 IPS |
|
Object Detection (Q)
|
84% |
1287
103.8 IPS |
|
Face Detection (SP)
|
100% |
83
0.99 IPS |
|
Face Detection (HP)
|
100% |
85
1.00 IPS |
|
Face Detection (Q)
|
97% |
2084
24.8 IPS |
|
Depth Estimation (SP)
|
100% |
83
0.64 IPS |
|
Depth Estimation (HP)
|
99% |
84
0.64 IPS |
|
Depth Estimation (Q)
|
0% |
0
53.5 IPS |
|
Style Transfer (SP)
|
100% |
152
0.20 IPS |
|
Style Transfer (HP)
|
100% |
152
0.20 IPS |
|
Style Transfer (Q)
|
98% |
18661
24.1 IPS |
|
Image Super-Resolution (SP)
|
100% |
44
1.63 IPS |
|
Image Super-Resolution (HP)
|
100% |
44
1.63 IPS |
|
Image Super-Resolution (Q)
|
97% |
160
5.94 IPS |
|
Text Classification (SP)
|
100% |
57
75.6 IPS |
|
Text Classification (HP)
|
100% |
57
76.6 IPS |
|
Text Classification (Q)
|
93% |
291
390.7 IPS |
|
Machine Translation (SP)
|
100% |
95
1.63 IPS |
|
Machine Translation (HP)
|
100% |
95
1.64 IPS |
|
Machine Translation (Q)
|
0% |
0
2.09 IPS |