User | zxhsean |
Upload Date | December 18 2024 09:29 AM |
Views | 4 |
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 | 14.76 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
392
72.9 IPS |
|
Image Classification (HP)
|
100% |
16506
3.07 KIPS |
|
Image Classification (Q)
|
97% |
45027
8.40 KIPS |
|
Image Segmentation (SP)
|
100% |
511
8.28 IPS |
|
Image Segmentation (HP)
|
100% |
12746
206.6 IPS |
|
Image Segmentation (Q)
|
98% |
37743
613.7 IPS |
|
Pose Estimation (SP)
|
100% |
674
0.79 IPS |
|
Pose Estimation (HP)
|
100% |
83505
97.4 IPS |
|
Pose Estimation (Q)
|
98% |
330736
387.1 IPS |
|
Object Detection (SP)
|
100% |
350
27.8 IPS |
|
Object Detection (HP)
|
100% |
15254
1.21 KIPS |
|
Object Detection (Q)
|
85% |
19288
1.55 KIPS |
|
Face Detection (SP)
|
100% |
999
11.9 IPS |
|
Face Detection (HP)
|
100% |
34674
412.0 IPS |
|
Face Detection (Q)
|
97% |
132094
1.58 KIPS |
|
Depth Estimation (SP)
|
100% |
839
6.46 IPS |
|
Depth Estimation (HP)
|
99% |
63862
492.0 IPS |
|
Depth Estimation (Q)
|
63% |
119636
1.11 KIPS |
|
Style Transfer (SP)
|
100% |
1181
1.52 IPS |
|
Style Transfer (HP)
|
98% |
78529
101.3 IPS |
|
Style Transfer (Q)
|
98% |
388993
501.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
340
12.6 IPS |
|
Image Super-Resolution (HP)
|
100% |
41762
1.54 KIPS |
|
Image Super-Resolution (Q)
|
97% |
111093
4.12 KIPS |
|
Text Classification (SP)
|
100% |
430
573.6 IPS |
|
Text Classification (HP)
|
100% |
3214
4.29 KIPS |
|
Text Classification (Q)
|
93% |
7005
9.40 KIPS |
|
Machine Translation (SP)
|
100% |
767
13.2 IPS |
|
Machine Translation (HP)
|
100% |
4012
69.1 IPS |
|
Machine Translation (Q)
|
56% |
2637
67.9 IPS |