User | MutnuyHavy |
Upload Date | September 18 2024 03:15 AM |
Views | 11 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 24018RPACG |
Model ID | Xiaomi 24018RPACG |
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 | 7.29 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
162
30.2 IPS |
|
Image Classification (HP)
|
100% |
12320
2.29 KIPS |
|
Image Classification (Q)
|
97% |
27515
5.13 KIPS |
|
Image Segmentation (SP)
|
100% |
215
3.49 IPS |
|
Image Segmentation (HP)
|
100% |
7482
121.3 IPS |
|
Image Segmentation (Q)
|
98% |
19516
317.3 IPS |
|
Pose Estimation (SP)
|
100% |
291
0.34 IPS |
|
Pose Estimation (HP)
|
100% |
70890
82.7 IPS |
|
Pose Estimation (Q)
|
98% |
287133
336.1 IPS |
|
Object Detection (SP)
|
100% |
160
12.7 IPS |
|
Object Detection (HP)
|
100% |
11672
925.8 IPS |
|
Object Detection (Q)
|
86% |
12651
1.02 KIPS |
|
Face Detection (SP)
|
100% |
455
5.40 IPS |
|
Face Detection (HP)
|
100% |
23149
275.1 IPS |
|
Face Detection (Q)
|
97% |
75690
902.6 IPS |
|
Depth Estimation (SP)
|
100% |
382
2.95 IPS |
|
Depth Estimation (HP)
|
99% |
41977
323.4 IPS |
|
Depth Estimation (Q)
|
63% |
77060
721.6 IPS |
|
Style Transfer (SP)
|
100% |
688
0.88 IPS |
|
Style Transfer (HP)
|
24% |
2902
87.8 IPS |
|
Style Transfer (Q)
|
98% |
217567
280.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
185
6.85 IPS |
|
Image Super-Resolution (HP)
|
100% |
30461
1.12 KIPS |
|
Image Super-Resolution (Q)
|
97% |
66507
2.46 KIPS |
|
Text Classification (SP)
|
100% |
222
296.4 IPS |
|
Text Classification (HP)
|
100% |
2462
3.29 KIPS |
|
Text Classification (Q)
|
93% |
5411
7.26 KIPS |
|
Machine Translation (SP)
|
100% |
405
6.98 IPS |
|
Machine Translation (HP)
|
100% |
2746
47.3 IPS |
|
Machine Translation (Q)
|
30% |
188
37.8 IPS |