Upload Date | November 21 2024 06:13 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 2201116PG |
Model ID | Xiaomi 2201116PG |
Motherboard | veux |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 7.26 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
107
19.9 IPS |
|
Image Classification (HP)
|
100% |
174
32.3 IPS |
|
Image Classification (Q)
|
97% |
195
36.3 IPS |
|
Image Segmentation (SP)
|
100% |
142
2.30 IPS |
|
Image Segmentation (HP)
|
100% |
220
3.57 IPS |
|
Image Segmentation (Q)
|
98% |
220
3.58 IPS |
|
Pose Estimation (SP)
|
100% |
217
0.25 IPS |
|
Pose Estimation (HP)
|
100% |
288
0.34 IPS |
|
Pose Estimation (Q)
|
95% |
286
0.34 IPS |
|
Object Detection (SP)
|
100% |
92
7.27 IPS |
|
Object Detection (HP)
|
100% |
133
10.5 IPS |
|
Object Detection (Q)
|
89% |
146
11.7 IPS |
|
Face Detection (SP)
|
100% |
248
2.95 IPS |
|
Face Detection (HP)
|
100% |
438
5.20 IPS |
|
Face Detection (Q)
|
97% |
447
5.33 IPS |
|
Depth Estimation (SP)
|
100% |
251
1.94 IPS |
|
Depth Estimation (HP)
|
99% |
433
3.34 IPS |
|
Depth Estimation (Q)
|
62% |
354
3.35 IPS |
|
Style Transfer (SP)
|
100% |
490
0.63 IPS |
|
Style Transfer (HP)
|
100% |
1047
1.35 IPS |
|
Style Transfer (Q)
|
98% |
1041
1.34 IPS |
|
Image Super-Resolution (SP)
|
100% |
126
4.67 IPS |
|
Image Super-Resolution (HP)
|
100% |
203
7.50 IPS |
|
Image Super-Resolution (Q)
|
97% |
208
7.69 IPS |
|
Text Classification (SP)
|
100% |
163
217.0 IPS |
|
Text Classification (HP)
|
100% |
163
217.6 IPS |
|
Text Classification (Q)
|
91% |
312
419.8 IPS |
|
Machine Translation (SP)
|
100% |
280
4.82 IPS |
|
Machine Translation (HP)
|
100% |
280
4.82 IPS |
|
Machine Translation (Q)
|
57% |
243
5.94 IPS |