Upload Date | May 16 2023 09:36 AM |
Views | 1 |
System Information | |
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Operating System | Android 11 |
Model | Xiaomi M2104K10AC |
Model ID | Xiaomi M2104K10AC |
Motherboard | chopin |
CPU Information | |
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Name | ARM MT6891 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Cluster 2 | 4 Cores @ 2.60 GHz |
Memory Information | |
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Size | 7.37 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
564
60.4 IPS |
|
Image Classification (F16)
|
100% |
1594
170.8 IPS |
|
Image Classification (I8)
|
79% |
4511
483.4 IPS |
|
Image Segmentation (F32)
|
100% |
648
4.00 IPS |
|
Image Segmentation (F16)
|
79% |
669
4.13 IPS |
|
Image Segmentation (I8)
|
89% |
9023
55.7 IPS |
|
Pose Estimation (F32)
|
100% |
597
2.41 IPS |
|
Pose Estimation (F16)
|
100% |
582
2.36 IPS |
|
Pose Estimation (I8)
|
80% |
2897
11.7 IPS |
|
Object Detection (F32)
|
100% |
509
17.9 IPS |
|
Object Detection (F16)
|
100% |
781
27.4 IPS |
|
Object Detection (I8)
|
53% |
1018
35.7 IPS |
|
Face Detection (F32)
|
25% |
180
2.07 IPS |
|
Face Detection (F16)
|
97% |
1938
22.3 IPS |
|
Face Detection (I8)
|
75% |
6602
75.9 IPS |
|
Text Classification (F32)
|
100% |
240
94.8 IPS |
|
Text Classification (F16)
|
100% |
209
82.6 IPS |
|
Machine Translation (F32)
|
100% |
235
36.2 IPS |
|
Machine Translation (F16)
|
100% |
213
32.8 IPS |