User | hamjin |
Upload Date | December 03 2024 04:26 PM |
Views | 58 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | Qualcomm ARMv8 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Xiaomi 2410DPN6CC |
Model ID | Xiaomi 2410DPN6CC |
Motherboard | sun |
Governor | walt |
CPU Information | |
---|---|
Name | Qualcomm ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 3 part 1 revision 4 |
Base Frequency | 3.53 GHz |
Cluster 1 | 6 Cores @ 3.53 GHz |
Cluster 2 | 2 Cores @ 4.32 GHz |
Memory Information | |
---|---|
Size | 14.75 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
429
79.7 IPS |
|
Image Classification (HP)
|
100% |
21442
3.99 KIPS |
|
Image Classification (Q)
|
97% |
46726
8.72 KIPS |
|
Image Segmentation (SP)
|
100% |
525
8.51 IPS |
|
Image Segmentation (HP)
|
100% |
14582
236.4 IPS |
|
Image Segmentation (Q)
|
98% |
43227
702.9 IPS |
|
Pose Estimation (SP)
|
100% |
660
0.77 IPS |
|
Pose Estimation (HP)
|
100% |
121009
141.2 IPS |
|
Pose Estimation (Q)
|
98% |
481920
564.1 IPS |
|
Object Detection (SP)
|
100% |
366
29.0 IPS |
|
Object Detection (HP)
|
100% |
19747
1.57 KIPS |
|
Object Detection (Q)
|
85% |
23699
1.91 KIPS |
|
Face Detection (SP)
|
100% |
962
11.4 IPS |
|
Face Detection (HP)
|
100% |
45528
541.0 IPS |
|
Face Detection (Q)
|
97% |
160058
1.91 KIPS |
|
Depth Estimation (SP)
|
100% |
810
6.24 IPS |
|
Depth Estimation (HP)
|
99% |
82505
635.7 IPS |
|
Depth Estimation (Q)
|
63% |
143204
1.33 KIPS |
|
Style Transfer (SP)
|
100% |
1398
1.80 IPS |
|
Style Transfer (HP)
|
98% |
99003
127.7 IPS |
|
Style Transfer (Q)
|
98% |
496502
640.2 IPS |
|
Image Super-Resolution (SP)
|
100% |
429
15.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
55050
2.03 KIPS |
|
Image Super-Resolution (Q)
|
97% |
134798
4.99 KIPS |
|
Text Classification (SP)
|
100% |
605
807.6 IPS |
|
Text Classification (HP)
|
100% |
3935
5.25 KIPS |
|
Text Classification (Q)
|
93% |
8200
11.0 KIPS |
|
Machine Translation (SP)
|
100% |
950
16.4 IPS |
|
Machine Translation (HP)
|
100% |
4691
80.8 IPS |
|
Machine Translation (Q)
|
56% |
3168
81.6 IPS |