Upload Date | September 29 2021 12:20 AM |
Views | 2 |
System Information | |
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Operating System | Android 11 |
Model | Xiaomi M2102J20SG |
Model ID | Xiaomi M2102J20SG |
Motherboard | vayu |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.96 GHz |
Memory Information | |
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Size | 7.32 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
240
25.7 IPS |
|
Image Classification (F16)
|
100% |
234
25.1 IPS |
|
Image Classification (I8)
|
81% |
173
18.6 IPS |
|
Image Segmentation (F32)
|
100% |
462
2.85 IPS |
|
Image Segmentation (F16)
|
100% |
463
2.86 IPS |
|
Image Segmentation (I8)
|
89% |
754
4.66 IPS |
|
Pose Estimation (F32)
|
100% |
208
0.84 IPS |
|
Pose Estimation (F16)
|
100% |
200
0.81 IPS |
|
Pose Estimation (I8)
|
80% |
155
0.63 IPS |
|
Object Detection (F32)
|
100% |
235
8.26 IPS |
|
Object Detection (F16)
|
100% |
235
8.24 IPS |
|
Object Detection (I8)
|
52% |
233
8.18 IPS |
|
Face Detection (F32)
|
100% |
467
5.36 IPS |
|
Face Detection (F16)
|
100% |
407
4.67 IPS |
|
Face Detection (I8)
|
75% |
371
4.26 IPS |
|
Text Classification (F32)
|
100% |
315
124.5 IPS |
|
Text Classification (F16)
|
100% |
317
125.2 IPS |
|
Machine Translation (F32)
|
100% |
353
54.4 IPS |
|
Machine Translation (F16)
|
100% |
355
54.7 IPS |