Upload Date | December 08 2022 07:17 PM |
Views | 2 |
System Information | |
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Operating System | Android 12 |
Model | Xiaomi M2103K19Y |
Model ID | Xiaomi M2103K19Y |
Motherboard | camellian |
CPU Information | |
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Name | ARM MT6833 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 4 part 3339 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 6 Cores @ 2.00 GHz |
Cluster 2 | 2 Cores @ 2.20 GHz |
Memory Information | |
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Size | 3.52 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
190
20.4 IPS |
|
Image Classification (F16)
|
100% |
177
19.0 IPS |
|
Image Classification (I8)
|
81% |
205
22.0 IPS |
|
Image Segmentation (F32)
|
100% |
253
1.57 IPS |
|
Image Segmentation (F16)
|
100% |
222
1.37 IPS |
|
Image Segmentation (I8)
|
89% |
543
3.35 IPS |
|
Pose Estimation (F32)
|
100% |
119
0.48 IPS |
|
Pose Estimation (F16)
|
100% |
109
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
111
0.45 IPS |
|
Object Detection (F32)
|
100% |
85
2.97 IPS |
|
Object Detection (F16)
|
100% |
87
3.04 IPS |
|
Object Detection (I8)
|
52% |
321
11.3 IPS |
|
Face Detection (F32)
|
100% |
263
3.02 IPS |
|
Face Detection (F16)
|
100% |
272
3.13 IPS |
|
Face Detection (I8)
|
75% |
364
4.18 IPS |
|
Text Classification (F32)
|
100% |
386
152.8 IPS |
|
Text Classification (F16)
|
100% |
395
156.1 IPS |
|
Machine Translation (F32)
|
100% |
237
36.5 IPS |
|
Machine Translation (F16)
|
100% |
226
34.8 IPS |