Upload Date | September 17 2024 10:13 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 865 |
System Information | |
---|---|
Operating System | Android 12 |
Model | OnePlus 8 |
Model ID | OnePlus IN2015 |
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 | 7.35 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
185
34.4 IPS |
|
Image Classification (HP)
|
100% |
178
33.1 IPS |
|
Image Classification (Q)
|
100% |
507
94.3 IPS |
|
Image Segmentation (SP)
|
100% |
214
3.46 IPS |
|
Image Segmentation (HP)
|
100% |
202
3.27 IPS |
|
Image Segmentation (Q)
|
98% |
525
8.53 IPS |
|
Pose Estimation (SP)
|
100% |
663
0.77 IPS |
|
Pose Estimation (HP)
|
100% |
658
0.77 IPS |
|
Pose Estimation (Q)
|
84% |
1107
1.31 IPS |
|
Object Detection (SP)
|
100% |
180
14.3 IPS |
|
Object Detection (HP)
|
100% |
170
13.4 IPS |
|
Object Detection (Q)
|
83% |
481
38.9 IPS |
|
Face Detection (SP)
|
100% |
390
4.63 IPS |
|
Face Detection (HP)
|
100% |
380
4.52 IPS |
|
Face Detection (Q)
|
95% |
867
10.3 IPS |
|
Depth Estimation (SP)
|
100% |
548
4.22 IPS |
|
Depth Estimation (HP)
|
99% |
563
4.34 IPS |
|
Depth Estimation (Q)
|
64% |
1008
9.24 IPS |
|
Style Transfer (SP)
|
89% |
1154
1.50 IPS |
|
Style Transfer (HP)
|
89% |
1162
1.51 IPS |
|
Style Transfer (Q)
|
98% |
2540
3.28 IPS |
|
Image Super-Resolution (SP)
|
100% |
325
12.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
325
12.0 IPS |
|
Image Super-Resolution (Q)
|
97% |
616
22.8 IPS |
|
Text Classification (SP)
|
100% |
166
222.2 IPS |
|
Text Classification (HP)
|
100% |
168
224.2 IPS |
|
Text Classification (Q)
|
88% |
281
379.0 IPS |
|
Machine Translation (SP)
|
100% |
274
4.72 IPS |
|
Machine Translation (HP)
|
100% |
269
4.63 IPS |
|
Machine Translation (Q)
|
50% |
168
5.96 IPS |