Upload Date | November 18 2024 10:00 PM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 23113RKC6G |
Model ID | Xiaomi 23113RKC6G |
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 | 10.93 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
227
42.3 IPS |
|
Image Classification (HP)
|
100% |
12941
2.41 KIPS |
|
Image Classification (Q)
|
97% |
31812
5.94 KIPS |
|
Image Segmentation (SP)
|
100% |
294
4.77 IPS |
|
Image Segmentation (HP)
|
100% |
7933
128.6 IPS |
|
Image Segmentation (Q)
|
98% |
20328
330.5 IPS |
|
Pose Estimation (SP)
|
100% |
423
0.49 IPS |
|
Pose Estimation (HP)
|
100% |
72398
84.5 IPS |
|
Pose Estimation (Q)
|
98% |
293685
343.7 IPS |
|
Object Detection (SP)
|
100% |
232
18.4 IPS |
|
Object Detection (HP)
|
100% |
12164
964.8 IPS |
|
Object Detection (Q)
|
86% |
12267
986.4 IPS |
|
Face Detection (SP)
|
100% |
576
6.84 IPS |
|
Face Detection (HP)
|
100% |
25789
306.4 IPS |
|
Face Detection (Q)
|
97% |
85562
1.02 KIPS |
|
Depth Estimation (SP)
|
100% |
515
3.97 IPS |
|
Depth Estimation (HP)
|
99% |
43204
332.9 IPS |
|
Depth Estimation (Q)
|
63% |
81613
764.2 IPS |
|
Style Transfer (SP)
|
100% |
839
1.08 IPS |
|
Style Transfer (HP)
|
24% |
2899
87.7 IPS |
|
Style Transfer (Q)
|
98% |
220534
284.4 IPS |
|
Image Super-Resolution (SP)
|
100% |
272
10.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
31647
1.17 KIPS |
|
Image Super-Resolution (Q)
|
97% |
81781
3.03 KIPS |
|
Text Classification (SP)
|
100% |
333
445.1 IPS |
|
Text Classification (HP)
|
100% |
2447
3.27 KIPS |
|
Text Classification (Q)
|
93% |
5381
7.22 KIPS |
|
Machine Translation (SP)
|
100% |
553
9.53 IPS |
|
Machine Translation (HP)
|
100% |
3027
52.1 IPS |
|
Machine Translation (Q)
|
30% |
197
39.6 IPS |