Upload Date | September 19 2024 03:14 AM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 2311DRK48G |
Model ID | Xiaomi 2311DRK48G |
Motherboard | duchamp |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3405 revision 0 |
Base Frequency | 2.20 GHz |
Cluster 1 | 4 Cores @ 2.20 GHz |
Cluster 2 | 3 Cores @ 3.20 GHz |
Cluster 3 | 1 Core @ 3.35 GHz |
Memory Information | |
---|---|
Size | 11.08 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
1466
272.7 IPS |
|
Image Classification (HP)
|
100% |
1424
264.8 IPS |
|
Image Classification (Q)
|
100% |
2527
469.9 IPS |
|
Image Segmentation (SP)
|
100% |
1481
24.0 IPS |
|
Image Segmentation (HP)
|
100% |
1458
23.6 IPS |
|
Image Segmentation (Q)
|
98% |
2636
42.9 IPS |
|
Pose Estimation (SP)
|
100% |
2634
3.07 IPS |
|
Pose Estimation (HP)
|
100% |
2598
3.03 IPS |
|
Pose Estimation (Q)
|
84% |
6224
7.38 IPS |
|
Object Detection (SP)
|
98% |
1331
105.9 IPS |
|
Object Detection (HP)
|
98% |
1349
107.4 IPS |
|
Object Detection (Q)
|
83% |
2211
178.6 IPS |
|
Face Detection (SP)
|
100% |
2479
29.5 IPS |
|
Face Detection (HP)
|
100% |
2515
29.9 IPS |
|
Face Detection (Q)
|
95% |
5139
61.4 IPS |
|
Depth Estimation (SP)
|
99% |
2196
17.0 IPS |
|
Depth Estimation (HP)
|
99% |
2165
16.7 IPS |
|
Depth Estimation (Q)
|
64% |
4950
45.3 IPS |
|
Style Transfer (SP)
|
89% |
6339
8.23 IPS |
|
Style Transfer (HP)
|
89% |
6334
8.22 IPS |
|
Style Transfer (Q)
|
98% |
12965
16.7 IPS |
|
Image Super-Resolution (SP)
|
100% |
1159
42.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
1194
44.1 IPS |
|
Image Super-Resolution (Q)
|
97% |
3266
121.0 IPS |
|
Text Classification (SP)
|
100% |
682
910.6 IPS |
|
Text Classification (HP)
|
99% |
685
913.8 IPS |
|
Text Classification (Q)
|
88% |
1280
1.73 KIPS |
|
Machine Translation (SP)
|
100% |
1493
25.7 IPS |
|
Machine Translation (HP)
|
100% |
1472
25.4 IPS |
|
Machine Translation (Q)
|
50% |
720
25.5 IPS |