Upload Date | September 26 2024 03:15 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 13 |
Model ID | Xiaomi 2211133C |
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 | 10.90 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
499
93.4 IPS |
|
Image Classification (F16)
|
100% |
721
135.0 IPS |
|
Image Classification (I8)
|
99% |
575
107.6 IPS |
|
Image Segmentation (F32)
|
100% |
775
12.9 IPS |
|
Image Segmentation (F16)
|
100% |
941
15.7 IPS |
|
Image Segmentation (I8)
|
98% |
873
14.6 IPS |
|
Pose Estimation (F32)
|
100% |
642
0.78 IPS |
|
Pose Estimation (F16)
|
100% |
921
1.12 IPS |
|
Pose Estimation (I8)
|
100% |
1100
1.33 IPS |
|
Object Detection (F32)
|
100% |
231
17.3 IPS |
|
Object Detection (F16)
|
100% |
332
24.8 IPS |
|
Object Detection (I8)
|
62% |
408
30.5 IPS |
|
Face Detection (F32)
|
100% |
1736
20.6 IPS |
|
Face Detection (F16)
|
97% |
1569
18.6 IPS |
|
Face Detection (I8)
|
86% |
1598
19.0 IPS |
|
Depth Estimation (F32)
|
100% |
1121
8.69 IPS |
|
Depth Estimation (F16)
|
100% |
2138
16.6 IPS |
|
Depth Estimation (I8)
|
95% |
2150
16.7 IPS |
|
Style Transfer (F32)
|
100% |
2809
3.69 IPS |
|
Style Transfer (F16)
|
100% |
6495
8.54 IPS |
|
Style Transfer (I8)
|
98% |
6463
8.50 IPS |
|
Image Super-Resolution (F32)
|
100% |
284
10.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
226
8.07 IPS |
|
Image Super-Resolution (I8)
|
98% |
230
8.23 IPS |
|
Text Classification (F32)
|
100% |
310
445.6 IPS |
|
Text Classification (F16)
|
100% |
311
446.5 IPS |
|
Text Classification (I8)
|
92% |
450
647.0 IPS |
|
Machine Translation (F32)
|
100% |
542
9.98 IPS |
|
Machine Translation (F16)
|
100% |
541
9.96 IPS |
|
Machine Translation (I8)
|
64% |
532
9.79 IPS |