Upload Date | September 19 2024 01:40 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 24030PN60G |
Model ID | Xiaomi 24030PN60G |
Motherboard | aurora |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3458 revision 1 |
Base Frequency | 2.26 GHz |
Cluster 1 | 2 Cores @ 2.27 GHz |
Cluster 2 | 2 Cores @ 2.96 GHz |
Cluster 3 | 3 Cores @ 3.15 GHz |
Cluster 4 | 1 Core @ 3.30 GHz |
Memory Information | |
---|---|
Size | 14.86 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
153
28.4 IPS |
|
Image Classification (HP)
|
100% |
12136
2.26 KIPS |
|
Image Classification (Q)
|
97% |
30963
5.78 KIPS |
|
Image Segmentation (SP)
|
100% |
204
3.30 IPS |
|
Image Segmentation (HP)
|
100% |
8801
142.7 IPS |
|
Image Segmentation (Q)
|
98% |
23487
381.9 IPS |
|
Pose Estimation (SP)
|
100% |
264
0.31 IPS |
|
Pose Estimation (HP)
|
100% |
62043
72.4 IPS |
|
Pose Estimation (Q)
|
98% |
322593
377.6 IPS |
|
Object Detection (SP)
|
100% |
144
11.4 IPS |
|
Object Detection (HP)
|
100% |
11226
890.4 IPS |
|
Object Detection (Q)
|
86% |
13359
1.07 KIPS |
|
Face Detection (SP)
|
100% |
426
5.07 IPS |
|
Face Detection (HP)
|
100% |
25002
297.1 IPS |
|
Face Detection (Q)
|
97% |
85319
1.02 KIPS |
|
Depth Estimation (SP)
|
100% |
344
2.65 IPS |
|
Depth Estimation (HP)
|
99% |
44639
343.9 IPS |
|
Depth Estimation (Q)
|
63% |
89267
835.9 IPS |
|
Style Transfer (SP)
|
100% |
614
0.79 IPS |
|
Style Transfer (HP)
|
24% |
2710
82.0 IPS |
|
Style Transfer (Q)
|
98% |
221918
286.2 IPS |
|
Image Super-Resolution (SP)
|
100% |
164
6.05 IPS |
|
Image Super-Resolution (HP)
|
100% |
30674
1.13 KIPS |
|
Image Super-Resolution (Q)
|
97% |
80524
2.98 KIPS |
|
Text Classification (SP)
|
100% |
199
265.0 IPS |
|
Text Classification (HP)
|
100% |
2473
3.30 KIPS |
|
Text Classification (Q)
|
93% |
5254
7.05 KIPS |
|
Machine Translation (SP)
|
100% |
361
6.21 IPS |
|
Machine Translation (HP)
|
100% |
2958
50.9 IPS |
|
Machine Translation (Q)
|
30% |
213
42.7 IPS |