Upload Date | November 17 2024 09:14 PM |
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% |
314
58.4 IPS |
|
Image Classification (HP)
|
100% |
13916
2.59 KIPS |
|
Image Classification (Q)
|
97% |
32805
6.12 KIPS |
|
Image Segmentation (SP)
|
100% |
385
6.23 IPS |
|
Image Segmentation (HP)
|
100% |
8037
130.3 IPS |
|
Image Segmentation (Q)
|
98% |
20696
336.5 IPS |
|
Pose Estimation (SP)
|
100% |
514
0.60 IPS |
|
Pose Estimation (HP)
|
100% |
71647
83.6 IPS |
|
Pose Estimation (Q)
|
98% |
295606
346.0 IPS |
|
Object Detection (SP)
|
100% |
216
17.1 IPS |
|
Object Detection (HP)
|
100% |
12385
982.4 IPS |
|
Object Detection (Q)
|
86% |
13354
1.07 KIPS |
|
Face Detection (SP)
|
100% |
544
6.46 IPS |
|
Face Detection (HP)
|
100% |
25878
307.5 IPS |
|
Face Detection (Q)
|
97% |
88585
1.06 KIPS |
|
Depth Estimation (SP)
|
100% |
481
3.71 IPS |
|
Depth Estimation (HP)
|
99% |
43607
336.0 IPS |
|
Depth Estimation (Q)
|
63% |
82519
772.7 IPS |
|
Style Transfer (SP)
|
100% |
797
1.02 IPS |
|
Style Transfer (HP)
|
24% |
2940
88.9 IPS |
|
Style Transfer (Q)
|
98% |
221337
285.4 IPS |
|
Image Super-Resolution (SP)
|
100% |
254
9.37 IPS |
|
Image Super-Resolution (HP)
|
100% |
32782
1.21 KIPS |
|
Image Super-Resolution (Q)
|
97% |
82917
3.07 KIPS |
|
Text Classification (SP)
|
100% |
311
414.7 IPS |
|
Text Classification (HP)
|
100% |
2463
3.29 KIPS |
|
Text Classification (Q)
|
93% |
5388
7.23 KIPS |
|
Machine Translation (SP)
|
100% |
515
8.88 IPS |
|
Machine Translation (HP)
|
100% |
3066
52.8 IPS |
|
Machine Translation (Q)
|
30% |
200
40.3 IPS |