Upload Date | September 18 2024 02:19 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 23127PN0CG |
Model ID | Xiaomi 23127PN0CG |
Motherboard | houji |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3458 revision 1 |
Base Frequency | 2.26 GHz |
Cluster 1 | 2 Cores @ 2.27 GHz |
Cluster 2 | 2 Cores @ 2.96 GHz |
Cluster 3 | 3 Cores @ 3.15 GHz |
Cluster 4 | 1 Core @ 3.30 GHz |
Memory Information | |
---|---|
Size | 10.94 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
310
57.6 IPS |
|
Image Classification (HP)
|
100% |
12346
2.30 KIPS |
|
Image Classification (Q)
|
97% |
36289
6.77 KIPS |
|
Image Segmentation (SP)
|
100% |
386
6.25 IPS |
|
Image Segmentation (HP)
|
100% |
8513
138.0 IPS |
|
Image Segmentation (Q)
|
98% |
29248
475.6 IPS |
|
Pose Estimation (SP)
|
100% |
501
0.58 IPS |
|
Pose Estimation (HP)
|
100% |
60421
70.5 IPS |
|
Pose Estimation (Q)
|
98% |
277423
324.7 IPS |
|
Object Detection (SP)
|
100% |
296
23.4 IPS |
|
Object Detection (HP)
|
100% |
11098
880.3 IPS |
|
Object Detection (Q)
|
86% |
19243
1.55 KIPS |
|
Face Detection (SP)
|
100% |
720
8.55 IPS |
|
Face Detection (HP)
|
100% |
33502
398.1 IPS |
|
Face Detection (Q)
|
97% |
126580
1.51 KIPS |
|
Depth Estimation (SP)
|
100% |
615
4.74 IPS |
|
Depth Estimation (HP)
|
99% |
42822
329.9 IPS |
|
Depth Estimation (Q)
|
63% |
96476
903.4 IPS |
|
Style Transfer (SP)
|
100% |
984
1.27 IPS |
|
Style Transfer (HP)
|
24% |
2684
81.2 IPS |
|
Style Transfer (Q)
|
98% |
296108
381.8 IPS |
|
Image Super-Resolution (SP)
|
100% |
334
12.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
29339
1.08 KIPS |
|
Image Super-Resolution (Q)
|
97% |
96574
3.58 KIPS |
|
Text Classification (SP)
|
100% |
443
591.1 IPS |
|
Text Classification (HP)
|
100% |
3222
4.30 KIPS |
|
Text Classification (Q)
|
93% |
6788
9.11 KIPS |
|
Machine Translation (SP)
|
100% |
685
11.8 IPS |
|
Machine Translation (HP)
|
100% |
2792
48.1 IPS |
|
Machine Translation (Q)
|
30% |
288
57.8 IPS |