Upload Date | May 15 2022 09:34 AM |
Views | 1 |
System Information | |
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Operating System | Android 11 |
Model | Xiaomi 2201117TY |
Model ID | Xiaomi 2201117TY |
Motherboard | spesn |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3337 revision 0 |
Base Frequency | 1.90 GHz |
Cluster 1 | 4 Cores @ 1.90 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
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Size | 5.53 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
112
12.0 IPS |
|
Image Classification (F16)
|
100% |
115
12.3 IPS |
|
Image Classification (I8)
|
81% |
96
10.3 IPS |
|
Image Segmentation (F32)
|
100% |
197
1.22 IPS |
|
Image Segmentation (F16)
|
100% |
197
1.22 IPS |
|
Image Segmentation (I8)
|
89% |
354
2.18 IPS |
|
Pose Estimation (F32)
|
100% |
58
0.23 IPS |
|
Pose Estimation (F16)
|
100% |
57
0.23 IPS |
|
Pose Estimation (I8)
|
80% |
103
0.41 IPS |
|
Object Detection (F32)
|
100% |
154
5.41 IPS |
|
Object Detection (F16)
|
100% |
156
5.48 IPS |
|
Object Detection (I8)
|
52% |
149
5.22 IPS |
|
Face Detection (F32)
|
100% |
198
2.28 IPS |
|
Face Detection (F16)
|
100% |
195
2.24 IPS |
|
Face Detection (I8)
|
75% |
221
2.54 IPS |
|
Text Classification (F32)
|
100% |
132
52.2 IPS |
|
Text Classification (F16)
|
100% |
132
52.2 IPS |
|
Machine Translation (F32)
|
100% |
127
19.6 IPS |
|
Machine Translation (F16)
|
100% |
128
19.7 IPS |