User | BulbousSum |
Upload Date | December 14 2024 10:23 AM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Qualcomm Snapdragon 855 |
System Information | |
---|---|
Operating System | Android 14 |
Model | OnePlus 7 Pro |
Model ID | OnePlus GM1911 |
Motherboard | msmnile |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 5.33 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
208
38.7 IPS |
|
Image Classification (HP)
|
100% |
355
66.0 IPS |
|
Image Classification (Q)
|
97% |
361
67.4 IPS |
|
Image Segmentation (SP)
|
100% |
295
4.78 IPS |
|
Image Segmentation (HP)
|
100% |
571
9.26 IPS |
|
Image Segmentation (Q)
|
98% |
560
9.11 IPS |
|
Pose Estimation (SP)
|
100% |
437
0.51 IPS |
|
Pose Estimation (HP)
|
100% |
327
0.38 IPS |
|
Pose Estimation (Q)
|
95% |
327
0.38 IPS |
|
Object Detection (SP)
|
100% |
187
14.8 IPS |
|
Object Detection (HP)
|
100% |
277
22.0 IPS |
|
Object Detection (Q)
|
89% |
317
25.4 IPS |
|
Face Detection (SP)
|
100% |
506
6.01 IPS |
|
Face Detection (HP)
|
100% |
1066
12.7 IPS |
|
Face Detection (Q)
|
97% |
1160
13.8 IPS |
|
Depth Estimation (SP)
|
100% |
471
3.63 IPS |
|
Depth Estimation (HP)
|
99% |
916
7.07 IPS |
|
Depth Estimation (Q)
|
62% |
753
7.13 IPS |
|
Style Transfer (SP)
|
100% |
975
1.25 IPS |
|
Style Transfer (HP)
|
100% |
2461
3.16 IPS |
|
Style Transfer (Q)
|
98% |
2454
3.16 IPS |
|
Image Super-Resolution (SP)
|
100% |
253
9.34 IPS |
|
Image Super-Resolution (HP)
|
100% |
553
20.4 IPS |
|
Image Super-Resolution (Q)
|
97% |
546
20.2 IPS |
|
Text Classification (SP)
|
100% |
213
284.9 IPS |
|
Text Classification (HP)
|
100% |
212
283.1 IPS |
|
Text Classification (Q)
|
91% |
343
460.4 IPS |
|
Machine Translation (SP)
|
100% |
347
5.97 IPS |
|
Machine Translation (HP)
|
100% |
356
6.13 IPS |
|
Machine Translation (Q)
|
57% |
244
5.97 IPS |