User | zxhsean |
Upload Date | October 18 2024 05:50 AM |
Views | 6 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 2304FPN6DC |
Model ID | Xiaomi 2304FPN6DC |
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 | 14.84 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
297
55.2 IPS |
|
Image Classification (HP)
|
100% |
13125
2.44 KIPS |
|
Image Classification (Q)
|
97% |
32632
6.09 KIPS |
|
Image Segmentation (SP)
|
100% |
372
6.03 IPS |
|
Image Segmentation (HP)
|
100% |
7851
127.3 IPS |
|
Image Segmentation (Q)
|
98% |
20392
331.6 IPS |
|
Pose Estimation (SP)
|
100% |
475
0.55 IPS |
|
Pose Estimation (HP)
|
100% |
67711
79.0 IPS |
|
Pose Estimation (Q)
|
98% |
287310
336.3 IPS |
|
Object Detection (SP)
|
100% |
269
21.3 IPS |
|
Object Detection (HP)
|
100% |
12267
973.0 IPS |
|
Object Detection (Q)
|
86% |
13153
1.06 KIPS |
|
Face Detection (SP)
|
100% |
683
8.11 IPS |
|
Face Detection (HP)
|
100% |
23384
277.9 IPS |
|
Face Detection (Q)
|
97% |
89496
1.07 KIPS |
|
Depth Estimation (SP)
|
100% |
586
4.52 IPS |
|
Depth Estimation (HP)
|
99% |
43125
332.3 IPS |
|
Depth Estimation (Q)
|
63% |
82220
769.9 IPS |
|
Style Transfer (SP)
|
100% |
939
1.21 IPS |
|
Style Transfer (HP)
|
24% |
2976
90.0 IPS |
|
Style Transfer (Q)
|
98% |
221141
285.2 IPS |
|
Image Super-Resolution (SP)
|
100% |
296
10.9 IPS |
|
Image Super-Resolution (HP)
|
100% |
31598
1.17 KIPS |
|
Image Super-Resolution (Q)
|
97% |
82818
3.07 KIPS |
|
Text Classification (SP)
|
100% |
426
568.3 IPS |
|
Text Classification (HP)
|
100% |
2467
3.29 KIPS |
|
Text Classification (Q)
|
93% |
5442
7.30 KIPS |
|
Machine Translation (SP)
|
100% |
647
11.1 IPS |
|
Machine Translation (HP)
|
100% |
2992
51.5 IPS |
|
Machine Translation (Q)
|
30% |
200
40.3 IPS |