| User | BulbousSum | 
| Upload Date | December 14 2024 10:35 AM | 
| Views | 15 | 
| AI Information | |
|---|---|
| Framework | TensorFlow Lite | 
| Backend | NNAPI | 
| 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% | 
385
 71.5 IPS  | 
|
| 
Image Classification (HP)
 | 
100% | 
525
 97.6 IPS  | 
|
| 
Image Classification (Q)
 | 
97% | 
978
 182.6 IPS  | 
|
| 
Image Segmentation (SP)
 | 
100% | 
441
 7.15 IPS  | 
|
| 
Image Segmentation (HP)
 | 
100% | 
199
 3.22 IPS  | 
|
| 
Image Segmentation (Q)
 | 
98% | 
1019
 16.6 IPS  | 
|
| 
Pose Estimation (SP)
 | 
100% | 
1250
 1.46 IPS  | 
|
| 
Pose Estimation (HP)
 | 
100% | 
2985
 3.48 IPS  | 
|
| 
Pose Estimation (Q)
 | 
96% | 
10529
 12.3 IPS  | 
|
| 
Object Detection (SP)
 | 
100% | 
383
 30.4 IPS  | 
|
| 
Object Detection (HP)
 | 
100% | 
148
 11.8 IPS  | 
|
| 
Object Detection (Q)
 | 
85% | 
1107
 89.0 IPS  | 
|
| 
Face Detection (SP)
 | 
100% | 
959
 11.4 IPS  | 
|
| 
Face Detection (HP)
 | 
100% | 
369
 4.39 IPS  | 
|
| 
Face Detection (Q)
 | 
97% | 
2996
 35.7 IPS  | 
|
| 
Depth Estimation (SP)
 | 
99% | 
432
 3.33 IPS  | 
|
| 
Depth Estimation (HP)
 | 
99% | 
313
 2.41 IPS  | 
|
| 
Depth Estimation (Q)
 | 
22% | 
221
 50.7 IPS  | 
|
| 
Style Transfer (SP)
 | 
100% | 
722
 0.93 IPS  | 
|
| 
Style Transfer (HP)
 | 
100% | 
506
 0.65 IPS  | 
|
| 
Style Transfer (Q)
 | 
98% | 
2953
 3.81 IPS  | 
|
| 
Image Super-Resolution (SP)
 | 
100% | 
695
 25.7 IPS  | 
|
| 
Image Super-Resolution (HP)
 | 
100% | 
1254
 46.3 IPS  | 
|
| 
Image Super-Resolution (Q)
 | 
97% | 
3713
 137.6 IPS  | 
|
| 
Text Classification (SP)
 | 
71% | 
3
 4.29 IPS  | 
|
| 
Text Classification (HP)
 | 
100% | 
212
 282.8 IPS  | 
|
| 
Text Classification (Q)
 | 
93% | 
57
 76.4 IPS  | 
|
| 
Machine Translation (SP)
 | 
100% | 
93
 1.60 IPS  | 
|
| 
Machine Translation (HP)
 | 
100% | 
356
 6.13 IPS  | 
|
| 
Machine Translation (Q)
 | 
0
 |