Upload Date | November 18 2024 07:05 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | Qualcomm Snapdragon 8+ Gen 1 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 12S Pro |
Model ID | Xiaomi 2206122SC |
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 | 2.02 GHz |
Cluster 1 | 4 Cores @ 2.02 GHz |
Cluster 2 | 3 Cores @ 2.75 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 10.93 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
141
26.2 IPS |
|
Image Classification (HP)
|
100% |
7586
1.41 KIPS |
|
Image Classification (Q)
|
99% |
19878
3.71 KIPS |
|
Image Segmentation (SP)
|
100% |
185
3.00 IPS |
|
Image Segmentation (HP)
|
100% |
6448
104.5 IPS |
|
Image Segmentation (Q)
|
98% |
17247
280.5 IPS |
|
Pose Estimation (SP)
|
100% |
254
0.30 IPS |
|
Pose Estimation (HP)
|
100% |
38462
44.9 IPS |
|
Pose Estimation (Q)
|
94% |
221252
259.4 IPS |
|
Object Detection (SP)
|
100% |
140
11.1 IPS |
|
Object Detection (HP)
|
100% |
7461
591.8 IPS |
|
Object Detection (Q)
|
88% |
10643
852.6 IPS |
|
Face Detection (SP)
|
100% |
373
4.44 IPS |
|
Face Detection (HP)
|
100% |
17655
209.8 IPS |
|
Face Detection (Q)
|
97% |
64617
770.5 IPS |
|
Depth Estimation (SP)
|
100% |
321
2.47 IPS |
|
Depth Estimation (HP)
|
99% |
27293
210.9 IPS |
|
Depth Estimation (Q)
|
64% |
62932
579.4 IPS |
|
Style Transfer (SP)
|
100% |
570
0.73 IPS |
|
Style Transfer (HP)
|
24% |
2129
64.4 IPS |
|
Style Transfer (Q)
|
98% |
147909
190.7 IPS |
|
Image Super-Resolution (SP)
|
100% |
160
5.91 IPS |
|
Image Super-Resolution (HP)
|
100% |
20855
770.1 IPS |
|
Image Super-Resolution (Q)
|
97% |
63798
2.36 KIPS |
|
Text Classification (SP)
|
100% |
206
275.2 IPS |
|
Text Classification (HP)
|
100% |
1739
2.32 KIPS |
|
Text Classification (Q)
|
94% |
3649
4.90 KIPS |
|
Machine Translation (SP)
|
100% |
356
6.14 IPS |
|
Machine Translation (HP)
|
100% |
2145
36.9 IPS |
|
Machine Translation (Q)
|
37% |
325
32.7 IPS |