Upload Date | June 10 2023 08:13 AM |
Views | 2 |
System Information | |
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Operating System | Android 12 |
Model | Xiaomi M2101K7BL |
Model ID | Xiaomi M2101K7BL |
Motherboard | maltose |
CPU Information | |
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Name | ARM MT6785V/CD |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 3 part 3339 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 6 Cores @ 2.00 GHz |
Cluster 2 | 2 Cores @ 2.05 GHz |
Memory Information | |
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Size | 5.46 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
164
17.6 IPS |
|
Image Classification (F16)
|
100% |
117
12.5 IPS |
|
Image Classification (I8)
|
81% |
221
23.7 IPS |
|
Image Segmentation (F32)
|
100% |
265
1.64 IPS |
|
Image Segmentation (F16)
|
100% |
316
1.95 IPS |
|
Image Segmentation (I8)
|
89% |
583
3.60 IPS |
|
Pose Estimation (F32)
|
100% |
140
0.57 IPS |
|
Pose Estimation (F16)
|
100% |
142
0.58 IPS |
|
Pose Estimation (I8)
|
80% |
136
0.55 IPS |
|
Object Detection (F32)
|
100% |
115
4.04 IPS |
|
Object Detection (F16)
|
100% |
107
3.74 IPS |
|
Object Detection (I8)
|
52% |
346
12.1 IPS |
|
Face Detection (F32)
|
100% |
256
2.94 IPS |
|
Face Detection (F16)
|
100% |
262
3.01 IPS |
|
Face Detection (I8)
|
75% |
418
4.80 IPS |
|
Text Classification (F32)
|
100% |
383
151.3 IPS |
|
Text Classification (F16)
|
100% |
383
151.6 IPS |
|
Machine Translation (F32)
|
100% |
225
34.7 IPS |
|
Machine Translation (F16)
|
100% |
231
35.6 IPS |