Upload Date | December 27 2024 09:10 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 2201123C |
Model ID | Xiaomi 2201123C |
Motherboard | taro |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 7.04 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
124
23.1 IPS |
|
Image Classification (HP)
|
100% |
8088
1.50 KIPS |
|
Image Classification (Q)
|
99% |
22479
4.19 KIPS |
|
Image Segmentation (SP)
|
100% |
161
2.61 IPS |
|
Image Segmentation (HP)
|
100% |
6450
104.6 IPS |
|
Image Segmentation (Q)
|
98% |
18688
303.9 IPS |
|
Pose Estimation (SP)
|
100% |
222
0.26 IPS |
|
Pose Estimation (HP)
|
100% |
37833
44.1 IPS |
|
Pose Estimation (Q)
|
94% |
222493
260.9 IPS |
|
Object Detection (SP)
|
100% |
124
9.83 IPS |
|
Object Detection (HP)
|
100% |
7674
608.7 IPS |
|
Object Detection (Q)
|
88% |
11643
932.7 IPS |
|
Face Detection (SP)
|
100% |
329
3.91 IPS |
|
Face Detection (HP)
|
100% |
17570
208.8 IPS |
|
Face Detection (Q)
|
97% |
63555
757.8 IPS |
|
Depth Estimation (SP)
|
100% |
283
2.18 IPS |
|
Depth Estimation (HP)
|
99% |
27843
215.1 IPS |
|
Depth Estimation (Q)
|
64% |
60801
559.7 IPS |
|
Style Transfer (SP)
|
100% |
506
0.65 IPS |
|
Style Transfer (HP)
|
98% |
40294
52.0 IPS |
|
Style Transfer (Q)
|
98% |
212236
273.7 IPS |
|
Image Super-Resolution (SP)
|
100% |
140
5.18 IPS |
|
Image Super-Resolution (HP)
|
100% |
21200
782.8 IPS |
|
Image Super-Resolution (Q)
|
97% |
54231
2.01 KIPS |
|
Text Classification (SP)
|
100% |
179
238.6 IPS |
|
Text Classification (HP)
|
100% |
1883
2.51 KIPS |
|
Text Classification (Q)
|
94% |
4316
5.79 KIPS |
|
Machine Translation (SP)
|
100% |
310
5.34 IPS |
|
Machine Translation (HP)
|
100% |
2128
36.7 IPS |
|
Machine Translation (Q)
|
50% |
1187
41.1 IPS |