User | hamjin |
Upload Date | December 03 2024 04:36 PM |
Views | 18 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Qualcomm ARMv8 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Xiaomi 2410DPN6CC |
Model ID | Xiaomi 2410DPN6CC |
Motherboard | sun |
Governor | walt |
CPU Information | |
---|---|
Name | Qualcomm ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 3 part 1 revision 4 |
Base Frequency | 3.53 GHz |
Cluster 1 | 6 Cores @ 3.53 GHz |
Cluster 2 | 2 Cores @ 4.32 GHz |
Memory Information | |
---|---|
Size | 14.75 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
689
128.2 IPS |
|
Image Classification (HP)
|
100% |
1201
223.3 IPS |
|
Image Classification (Q)
|
99% |
1823
340.0 IPS |
|
Image Segmentation (SP)
|
100% |
1626
26.4 IPS |
|
Image Segmentation (HP)
|
100% |
2959
48.0 IPS |
|
Image Segmentation (Q)
|
98% |
2410
39.2 IPS |
|
Pose Estimation (SP)
|
100% |
1633
1.90 IPS |
|
Pose Estimation (HP)
|
100% |
2788
3.25 IPS |
|
Pose Estimation (Q)
|
96% |
2777
3.25 IPS |
|
Object Detection (SP)
|
100% |
535
42.4 IPS |
|
Object Detection (HP)
|
100% |
1090
86.4 IPS |
|
Object Detection (Q)
|
86% |
1021
82.0 IPS |
|
Face Detection (SP)
|
100% |
2824
33.6 IPS |
|
Face Detection (HP)
|
100% |
5397
64.1 IPS |
|
Face Detection (Q)
|
97% |
3165
37.7 IPS |
|
Depth Estimation (SP)
|
100% |
1573
12.1 IPS |
|
Depth Estimation (HP)
|
99% |
4581
35.4 IPS |
|
Depth Estimation (Q)
|
63% |
3812
35.4 IPS |
|
Style Transfer (SP)
|
100% |
5780
7.43 IPS |
|
Style Transfer (HP)
|
100% |
12369
15.9 IPS |
|
Style Transfer (Q)
|
98% |
12318
15.9 IPS |
|
Image Super-Resolution (SP)
|
100% |
652
24.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
2170
80.1 IPS |
|
Image Super-Resolution (Q)
|
97% |
2083
77.2 IPS |
|
Text Classification (SP)
|
100% |
278
371.5 IPS |
|
Text Classification (HP)
|
100% |
278
371.4 IPS |
|
Text Classification (Q)
|
91% |
428
575.5 IPS |
|
Machine Translation (SP)
|
100% |
485
8.35 IPS |
|
Machine Translation (HP)
|
100% |
490
8.44 IPS |
|
Machine Translation (Q)
|
57% |
355
8.67 IPS |