Upload Date | September 06 2024 08:15 AM |
Views | 101 |
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 | 14.84 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
693
128.9 IPS |
|
Image Classification (HP)
|
100% |
4709
875.8 IPS |
|
Image Classification (Q)
|
97% |
9604
1.79 KIPS |
|
Image Segmentation (SP)
|
100% |
639
10.4 IPS |
|
Image Segmentation (HP)
|
100% |
4688
76.0 IPS |
|
Image Segmentation (Q)
|
98% |
1877
30.5 IPS |
|
Pose Estimation (SP)
|
100% |
7819
9.12 IPS |
|
Pose Estimation (HP)
|
100% |
18433
21.5 IPS |
|
Pose Estimation (Q)
|
95% |
75418
88.4 IPS |
|
Object Detection (SP)
|
100% |
558
44.3 IPS |
|
Object Detection (HP)
|
100% |
5046
400.2 IPS |
|
Object Detection (Q)
|
88% |
6127
490.9 IPS |
|
Face Detection (SP)
|
100% |
3091
36.7 IPS |
|
Face Detection (HP)
|
100% |
13102
155.7 IPS |
|
Face Detection (Q)
|
97% |
11949
142.5 IPS |
|
Depth Estimation (SP)
|
100% |
989
7.62 IPS |
|
Depth Estimation (HP)
|
99% |
19695
151.7 IPS |
|
Depth Estimation (Q)
|
78% |
40958
326.8 IPS |
|
Style Transfer (SP)
|
100% |
2641
3.40 IPS |
|
Style Transfer (HP)
|
100% |
784
1.01 IPS |
|
Style Transfer (Q)
|
30% |
459
6.92 IPS |
|
Image Super-Resolution (SP)
|
100% |
2356
87.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
11174
412.6 IPS |
|
Image Super-Resolution (Q)
|
41% |
8354
1.22 KIPS |
|
Text Classification (SP)
|
100% |
118
158.0 IPS |
|
Text Classification (HP)
|
97% |
2321
3.11 KIPS |
|
Text Classification (Q)
|
73% |
2194
3.11 KIPS |
|
Machine Translation (SP)
|
100% |
418
7.21 IPS |
|
Machine Translation (HP)
|
100% |
2565
44.2 IPS |
|
Machine Translation (Q)
|
60% |
487
11.0 IPS |