Upload Date | December 24 2024 09:15 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | Qualcomm Snapdragon 8 Gen 2 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Nubia Red Magic 8 Pro |
Model ID | nubia NX729J |
Motherboard | kalama |
Governor | walt |
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 @ 3.36 GHz |
Memory Information | |
---|---|
Size | 11.02 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
173
32.1 IPS |
|
Image Classification (HP)
|
100% |
12289
2.29 KIPS |
|
Image Classification (Q)
|
97% |
32187
6.01 KIPS |
|
Image Segmentation (SP)
|
100% |
212
3.43 IPS |
|
Image Segmentation (HP)
|
100% |
7382
119.7 IPS |
|
Image Segmentation (Q)
|
98% |
21947
356.9 IPS |
|
Pose Estimation (SP)
|
100% |
525
0.61 IPS |
|
Pose Estimation (HP)
|
100% |
72454
84.5 IPS |
|
Pose Estimation (Q)
|
98% |
291924
341.7 IPS |
|
Object Detection (SP)
|
100% |
294
23.3 IPS |
|
Object Detection (HP)
|
100% |
12304
976.0 IPS |
|
Object Detection (Q)
|
86% |
13902
1.12 KIPS |
|
Face Detection (SP)
|
100% |
730
8.68 IPS |
|
Face Detection (HP)
|
100% |
26343
313.0 IPS |
|
Face Detection (Q)
|
97% |
93549
1.12 KIPS |
|
Depth Estimation (SP)
|
100% |
571
4.40 IPS |
|
Depth Estimation (HP)
|
99% |
45227
348.4 IPS |
|
Depth Estimation (Q)
|
63% |
82755
774.9 IPS |
|
Style Transfer (SP)
|
100% |
1049
1.35 IPS |
|
Style Transfer (HP)
|
98% |
60001
77.4 IPS |
|
Style Transfer (Q)
|
98% |
294608
379.9 IPS |
|
Image Super-Resolution (SP)
|
100% |
335
12.4 IPS |
|
Image Super-Resolution (HP)
|
100% |
32696
1.21 KIPS |
|
Image Super-Resolution (Q)
|
97% |
82127
3.04 KIPS |
|
Text Classification (SP)
|
100% |
439
586.3 IPS |
|
Text Classification (HP)
|
100% |
2521
3.36 KIPS |
|
Text Classification (Q)
|
93% |
5506
7.39 KIPS |
|
Machine Translation (SP)
|
100% |
402
6.93 IPS |
|
Machine Translation (HP)
|
100% |
2667
45.9 IPS |
|
Machine Translation (Q)
|
55% |
1637
42.9 IPS |