Upload Date | November 19 2024 03:52 AM |
Views | 7 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 2407FRK8EC |
Model ID | Xiaomi 2407FRK8EC |
Motherboard | rothko |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3458 revision 1 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Cluster 2 | 3 Cores @ 2.85 GHz |
Cluster 3 | 1 Core @ 3.40 GHz |
Memory Information | |
---|---|
Size | 10.93 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
626
116.4 IPS |
|
Image Classification (HP)
|
100% |
3874
720.4 IPS |
|
Image Classification (Q)
|
99% |
7948
1.48 KIPS |
|
Image Segmentation (SP)
|
100% |
556
9.02 IPS |
|
Image Segmentation (HP)
|
100% |
3776
61.2 IPS |
|
Image Segmentation (Q)
|
98% |
1535
25.0 IPS |
|
Pose Estimation (SP)
|
100% |
7783
9.08 IPS |
|
Pose Estimation (HP)
|
100% |
15348
17.9 IPS |
|
Pose Estimation (Q)
|
95% |
62457
73.2 IPS |
|
Object Detection (SP)
|
100% |
522
41.4 IPS |
|
Object Detection (HP)
|
100% |
4095
324.8 IPS |
|
Object Detection (Q)
|
86% |
4965
399.4 IPS |
|
Face Detection (SP)
|
100% |
2891
34.4 IPS |
|
Face Detection (HP)
|
100% |
10604
126.0 IPS |
|
Face Detection (Q)
|
97% |
9762
116.4 IPS |
|
Depth Estimation (SP)
|
100% |
900
6.93 IPS |
|
Depth Estimation (HP)
|
99% |
16442
126.7 IPS |
|
Depth Estimation (Q)
|
62% |
28553
271.1 IPS |
|
Style Transfer (SP)
|
100% |
2397
3.08 IPS |
|
Style Transfer (HP)
|
100% |
678
0.87 IPS |
|
Style Transfer (Q)
|
30% |
399
6.02 IPS |
|
Image Super-Resolution (SP)
|
100% |
2167
80.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
9152
337.9 IPS |
|
Image Super-Resolution (Q)
|
41% |
6844
996.9 IPS |
|
Text Classification (SP)
|
100% |
82
109.3 IPS |
|
Text Classification (HP)
|
97% |
1858
2.49 KIPS |
|
Text Classification (Q)
|
73% |
1746
2.47 KIPS |
|
Machine Translation (SP)
|
100% |
366
6.31 IPS |
|
Machine Translation (HP)
|
100% |
1916
33.0 IPS |
|
Machine Translation (Q)
|
60% |
402
9.04 IPS |