User | mahonzhan |
Upload Date | October 05 2024 02:09 AM |
Views | 4 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 2304FPN6DC |
Model ID | Xiaomi 2304FPN6DC |
Motherboard | kalama |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 14.84 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
262
48.6 IPS |
|
Image Classification (HP)
|
100% |
12824
2.38 KIPS |
|
Image Classification (Q)
|
97% |
30969
5.78 KIPS |
|
Image Segmentation (SP)
|
100% |
295
4.79 IPS |
|
Image Segmentation (HP)
|
100% |
7817
126.7 IPS |
|
Image Segmentation (Q)
|
98% |
20303
330.1 IPS |
|
Pose Estimation (SP)
|
100% |
414
0.48 IPS |
|
Pose Estimation (HP)
|
100% |
70803
82.6 IPS |
|
Pose Estimation (Q)
|
98% |
291090
340.7 IPS |
|
Object Detection (SP)
|
100% |
229
18.2 IPS |
|
Object Detection (HP)
|
100% |
11623
921.9 IPS |
|
Object Detection (Q)
|
86% |
12701
1.02 KIPS |
|
Face Detection (SP)
|
100% |
569
6.77 IPS |
|
Face Detection (HP)
|
100% |
24544
291.6 IPS |
|
Face Detection (Q)
|
97% |
83655
997.6 IPS |
|
Depth Estimation (SP)
|
100% |
480
3.70 IPS |
|
Depth Estimation (HP)
|
99% |
43002
331.3 IPS |
|
Depth Estimation (Q)
|
63% |
81339
761.6 IPS |
|
Style Transfer (SP)
|
100% |
825
1.06 IPS |
|
Style Transfer (HP)
|
24% |
2902
87.8 IPS |
|
Style Transfer (Q)
|
98% |
219974
283.7 IPS |
|
Image Super-Resolution (SP)
|
100% |
266
9.82 IPS |
|
Image Super-Resolution (HP)
|
100% |
30829
1.14 KIPS |
|
Image Super-Resolution (Q)
|
97% |
76029
2.82 KIPS |
|
Text Classification (SP)
|
100% |
335
447.7 IPS |
|
Text Classification (HP)
|
100% |
2439
3.26 KIPS |
|
Text Classification (Q)
|
93% |
5362
7.20 KIPS |
|
Machine Translation (SP)
|
100% |
557
9.60 IPS |
|
Machine Translation (HP)
|
100% |
2893
49.8 IPS |
|
Machine Translation (Q)
|
30% |
191
38.4 IPS |