Upload Date | June 12 2021 06:28 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi M2101K7AI |
Model ID | Xiaomi M2101K7AI |
Motherboard | sunny |
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 | 1.71 GHz |
Cluster 1 | 6 Cores @ 1.71 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
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Size | 3.51 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
140
15.0 IPS |
|
Image Classification (F16)
|
100% |
127
13.6 IPS |
|
Image Classification (I8)
|
81% |
174
18.6 IPS |
|
Image Segmentation (F32)
|
100% |
317
1.96 IPS |
|
Image Segmentation (F16)
|
100% |
322
1.99 IPS |
|
Image Segmentation (I8)
|
89% |
547
3.38 IPS |
|
Pose Estimation (F32)
|
100% |
131
0.53 IPS |
|
Pose Estimation (F16)
|
100% |
130
0.53 IPS |
|
Pose Estimation (I8)
|
80% |
137
0.55 IPS |
|
Object Detection (F32)
|
100% |
152
5.33 IPS |
|
Object Detection (F16)
|
100% |
154
5.40 IPS |
|
Object Detection (I8)
|
52% |
236
8.28 IPS |
|
Face Detection (F32)
|
100% |
286
3.29 IPS |
|
Face Detection (F16)
|
100% |
285
3.28 IPS |
|
Face Detection (I8)
|
75% |
382
4.39 IPS |
|
Text Classification (F32)
|
100% |
256
101.4 IPS |
|
Text Classification (F16)
|
100% |
239
94.5 IPS |
|
Machine Translation (F32)
|
100% |
200
30.9 IPS |
|
Machine Translation (F16)
|
100% |
199
30.6 IPS |