User | Vaitek |
Upload Date | August 18 2024 06:21 AM |
Views | 6 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | ARM Qualcomm |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 23043RP34G |
Model ID | Xiaomi 23043RP34G |
Motherboard | pipa |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 7.43 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
286
53.1 IPS |
|
Image Classification (HP)
|
100% |
409
76.0 IPS |
|
Image Classification (Q)
|
97% |
416
77.6 IPS |
|
Image Segmentation (SP)
|
100% |
196
3.17 IPS |
|
Image Segmentation (HP)
|
100% |
256
4.15 IPS |
|
Image Segmentation (Q)
|
98% |
240
3.91 IPS |
|
Pose Estimation (SP)
|
100% |
560
0.65 IPS |
|
Pose Estimation (HP)
|
100% |
871
1.02 IPS |
|
Pose Estimation (Q)
|
95% |
866
1.01 IPS |
|
Object Detection (SP)
|
100% |
183
14.5 IPS |
|
Object Detection (HP)
|
100% |
204
16.2 IPS |
|
Object Detection (Q)
|
86% |
210
16.9 IPS |
|
Face Detection (SP)
|
100% |
549
6.53 IPS |
|
Face Detection (HP)
|
100% |
985
11.7 IPS |
|
Face Detection (Q)
|
97% |
1004
12.0 IPS |
|
Depth Estimation (SP)
|
100% |
515
3.97 IPS |
|
Depth Estimation (HP)
|
99% |
967
7.45 IPS |
|
Depth Estimation (Q)
|
75% |
920
7.44 IPS |
|
Style Transfer (SP)
|
100% |
994
1.28 IPS |
|
Style Transfer (HP)
|
100% |
2404
3.09 IPS |
|
Style Transfer (Q)
|
98% |
2376
3.06 IPS |
|
Image Super-Resolution (SP)
|
100% |
238
8.78 IPS |
|
Image Super-Resolution (HP)
|
100% |
523
19.3 IPS |
|
Image Super-Resolution (Q)
|
97% |
512
19.0 IPS |
|
Text Classification (SP)
|
100% |
52
69.9 IPS |
|
Text Classification (HP)
|
100% |
53
70.5 IPS |
|
Text Classification (Q)
|
91% |
96
129.2 IPS |
|
Machine Translation (SP)
|
100% |
85
1.46 IPS |
|
Machine Translation (HP)
|
100% |
85
1.47 IPS |
|
Machine Translation (Q)
|
57% |
74
1.81 IPS |