Upload Date | November 20 2024 04:33 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 21121210G |
Model ID | Xiaomi 21121210G |
Motherboard | taro |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 10.91 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
460
85.5 IPS |
|
Image Classification (HP)
|
100% |
714
132.8 IPS |
|
Image Classification (Q)
|
97% |
655
122.3 IPS |
|
Image Segmentation (SP)
|
100% |
895
14.5 IPS |
|
Image Segmentation (HP)
|
100% |
1206
19.6 IPS |
|
Image Segmentation (Q)
|
98% |
1104
18.0 IPS |
|
Pose Estimation (SP)
|
100% |
686
0.80 IPS |
|
Pose Estimation (HP)
|
100% |
1227
1.43 IPS |
|
Pose Estimation (Q)
|
95% |
1236
1.45 IPS |
|
Object Detection (SP)
|
100% |
361
28.7 IPS |
|
Object Detection (HP)
|
100% |
618
49.0 IPS |
|
Object Detection (Q)
|
89% |
561
44.9 IPS |
|
Face Detection (SP)
|
100% |
1288
15.3 IPS |
|
Face Detection (HP)
|
100% |
1560
18.5 IPS |
|
Face Detection (Q)
|
97% |
1357
16.2 IPS |
|
Depth Estimation (SP)
|
100% |
899
6.92 IPS |
|
Depth Estimation (HP)
|
99% |
1510
11.7 IPS |
|
Depth Estimation (Q)
|
63% |
1218
11.4 IPS |
|
Style Transfer (SP)
|
100% |
2027
2.61 IPS |
|
Style Transfer (HP)
|
100% |
4450
5.72 IPS |
|
Style Transfer (Q)
|
98% |
4343
5.60 IPS |
|
Image Super-Resolution (SP)
|
100% |
313
11.5 IPS |
|
Image Super-Resolution (HP)
|
100% |
392
14.5 IPS |
|
Image Super-Resolution (Q)
|
97% |
387
14.3 IPS |
|
Text Classification (SP)
|
100% |
111
148.4 IPS |
|
Text Classification (HP)
|
100% |
113
150.2 IPS |
|
Text Classification (Q)
|
91% |
203
272.5 IPS |
|
Machine Translation (SP)
|
100% |
208
3.59 IPS |
|
Machine Translation (HP)
|
100% |
210
3.62 IPS |
|
Machine Translation (Q)
|
57% |
186
4.55 IPS |