Upload Date | September 23 2024 09:21 AM |
Views | 134 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 24115RA8EC |
Model ID | Xiaomi 24115RA8EC |
Motherboard | amethyst |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3457 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.40 GHz |
Cluster 3 | 1 Core @ 2.50 GHz |
Memory Information | |
---|---|
Size | 14.99 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
139
25.8 IPS |
|
Image Classification (HP)
|
100% |
139
25.9 IPS |
|
Image Classification (Q)
|
97% |
10763
2.01 KIPS |
|
Image Segmentation (SP)
|
100% |
187
3.02 IPS |
|
Image Segmentation (HP)
|
100% |
187
3.02 IPS |
|
Image Segmentation (Q)
|
98% |
8303
135.0 IPS |
|
Pose Estimation (SP)
|
100% |
248
0.29 IPS |
|
Pose Estimation (HP)
|
100% |
248
0.29 IPS |
|
Pose Estimation (Q)
|
98% |
29957
35.1 IPS |
|
Object Detection (SP)
|
100% |
136
10.8 IPS |
|
Object Detection (HP)
|
100% |
136
10.8 IPS |
|
Object Detection (Q)
|
86% |
4768
383.4 IPS |
|
Face Detection (SP)
|
100% |
380
4.51 IPS |
|
Face Detection (HP)
|
100% |
383
4.55 IPS |
|
Face Detection (Q)
|
97% |
26525
316.3 IPS |
|
Depth Estimation (SP)
|
100% |
318
2.45 IPS |
|
Depth Estimation (HP)
|
99% |
318
2.45 IPS |
|
Depth Estimation (Q)
|
63% |
23888
223.7 IPS |
|
Style Transfer (SP)
|
100% |
560
0.72 IPS |
|
Style Transfer (HP)
|
100% |
562
0.72 IPS |
|
Style Transfer (Q)
|
98% |
71083
91.7 IPS |
|
Image Super-Resolution (SP)
|
100% |
153
5.65 IPS |
|
Image Super-Resolution (HP)
|
100% |
153
5.64 IPS |
|
Image Super-Resolution (Q)
|
97% |
18055
669.0 IPS |
|
Text Classification (SP)
|
100% |
200
267.0 IPS |
|
Text Classification (HP)
|
100% |
200
266.5 IPS |
|
Text Classification (Q)
|
93% |
4300
5.77 KIPS |
|
Machine Translation (SP)
|
100% |
337
5.80 IPS |
|
Machine Translation (HP)
|
100% |
340
5.86 IPS |
|
Machine Translation (Q)
|
30% |
84
16.9 IPS |