Upload Date | August 12 2023 07:39 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 22127RK46C |
Model ID | Xiaomi 22127RK46C |
Motherboard | kalama |
Governor | walt |
CPU Information | |
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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 | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
340
36.4 IPS |
|
Image Classification (F16)
|
100% |
337
36.1 IPS |
|
Image Classification (I8)
|
81% |
268
28.7 IPS |
|
Image Segmentation (F32)
|
100% |
490
3.03 IPS |
|
Image Segmentation (F16)
|
100% |
491
3.03 IPS |
|
Image Segmentation (I8)
|
89% |
492
3.04 IPS |
|
Pose Estimation (F32)
|
100% |
238
0.96 IPS |
|
Pose Estimation (F16)
|
100% |
238
0.96 IPS |
|
Pose Estimation (I8)
|
80% |
84
0.34 IPS |
|
Object Detection (F32)
|
100% |
337
11.8 IPS |
|
Object Detection (F16)
|
100% |
335
11.7 IPS |
|
Object Detection (I8)
|
52% |
309
10.8 IPS |
|
Face Detection (F32)
|
100% |
497
5.71 IPS |
|
Face Detection (F16)
|
100% |
497
5.71 IPS |
|
Face Detection (I8)
|
75% |
367
4.22 IPS |
|
Text Classification (F32)
|
100% |
709
280.5 IPS |
|
Text Classification (F16)
|
100% |
681
269.4 IPS |
|
Machine Translation (F32)
|
100% |
668
102.9 IPS |
|
Machine Translation (F16)
|
100% |
610
94.0 IPS |