Upload Date | January 01 2025 07:17 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 2210132G |
Model ID | Xiaomi 2210132G |
Motherboard | kalama |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 10.93 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
307
57.1 IPS |
|
Image Classification (HP)
|
100% |
13418
2.50 KIPS |
|
Image Classification (Q)
|
97% |
32335
6.03 KIPS |
|
Image Segmentation (SP)
|
100% |
386
6.26 IPS |
|
Image Segmentation (HP)
|
100% |
7918
128.4 IPS |
|
Image Segmentation (Q)
|
98% |
22041
358.4 IPS |
|
Pose Estimation (SP)
|
100% |
511
0.60 IPS |
|
Pose Estimation (HP)
|
100% |
72158
84.2 IPS |
|
Pose Estimation (Q)
|
98% |
295303
345.6 IPS |
|
Object Detection (SP)
|
100% |
295
23.4 IPS |
|
Object Detection (HP)
|
100% |
12234
970.4 IPS |
|
Object Detection (Q)
|
86% |
13932
1.12 KIPS |
|
Face Detection (SP)
|
100% |
727
8.64 IPS |
|
Face Detection (HP)
|
100% |
26086
310.0 IPS |
|
Face Detection (Q)
|
97% |
91832
1.10 KIPS |
|
Depth Estimation (SP)
|
100% |
619
4.77 IPS |
|
Depth Estimation (HP)
|
99% |
45195
348.2 IPS |
|
Depth Estimation (Q)
|
63% |
82458
772.1 IPS |
|
Style Transfer (SP)
|
100% |
1005
1.29 IPS |
|
Style Transfer (HP)
|
98% |
59658
76.9 IPS |
|
Style Transfer (Q)
|
98% |
294391
379.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
327
12.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
32721
1.21 KIPS |
|
Image Super-Resolution (Q)
|
97% |
82150
3.04 KIPS |
|
Text Classification (SP)
|
100% |
436
581.6 IPS |
|
Text Classification (HP)
|
100% |
2521
3.36 KIPS |
|
Text Classification (Q)
|
93% |
5643
7.57 KIPS |
|
Machine Translation (SP)
|
100% |
686
11.8 IPS |
|
Machine Translation (HP)
|
100% |
3068
52.8 IPS |
|
Machine Translation (Q)
|
55% |
1866
48.9 IPS |