Upload Date | September 19 2024 08:41 AM |
Views | 5 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 2405CPX3DC |
Model ID | Xiaomi 2405CPX3DC |
Motherboard | ruyi |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3458 revision 1 |
Base Frequency | 2.26 GHz |
Cluster 1 | 2 Cores @ 2.27 GHz |
Cluster 2 | 2 Cores @ 2.96 GHz |
Cluster 3 | 3 Cores @ 3.15 GHz |
Cluster 4 | 1 Core @ 3.30 GHz |
Memory Information | |
---|---|
Size | 10.92 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
300
55.8 IPS |
|
Image Classification (HP)
|
100% |
13376
2.49 KIPS |
|
Image Classification (Q)
|
97% |
33000
6.16 KIPS |
|
Image Segmentation (SP)
|
100% |
286
4.63 IPS |
|
Image Segmentation (HP)
|
100% |
8441
136.8 IPS |
|
Image Segmentation (Q)
|
98% |
21236
345.3 IPS |
|
Pose Estimation (SP)
|
100% |
186
0.22 IPS |
|
Pose Estimation (HP)
|
100% |
63101
73.6 IPS |
|
Pose Estimation (Q)
|
98% |
321773
376.6 IPS |
|
Object Detection (SP)
|
100% |
107
8.48 IPS |
|
Object Detection (HP)
|
100% |
11341
899.6 IPS |
|
Object Detection (Q)
|
86% |
13490
1.08 KIPS |
|
Face Detection (SP)
|
100% |
326
3.88 IPS |
|
Face Detection (HP)
|
100% |
24672
293.2 IPS |
|
Face Detection (Q)
|
97% |
80248
957.0 IPS |
|
Depth Estimation (SP)
|
100% |
258
1.99 IPS |
|
Depth Estimation (HP)
|
99% |
44583
343.5 IPS |
|
Depth Estimation (Q)
|
63% |
90727
849.5 IPS |
|
Style Transfer (SP)
|
100% |
457
0.59 IPS |
|
Style Transfer (HP)
|
24% |
2707
81.9 IPS |
|
Style Transfer (Q)
|
98% |
223771
288.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
122
4.49 IPS |
|
Image Super-Resolution (HP)
|
100% |
31062
1.15 KIPS |
|
Image Super-Resolution (Q)
|
97% |
89024
3.30 KIPS |
|
Text Classification (SP)
|
100% |
149
198.6 IPS |
|
Text Classification (HP)
|
100% |
2327
3.11 KIPS |
|
Text Classification (Q)
|
93% |
4777
6.41 KIPS |
|
Machine Translation (SP)
|
100% |
278
4.78 IPS |
|
Machine Translation (HP)
|
100% |
3037
52.3 IPS |
|
Machine Translation (Q)
|
30% |
213
42.7 IPS |