Upload Date | May 13 2022 01:08 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi 2201117TL |
Model ID | Xiaomi 2201117TL |
Motherboard | spes |
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 | |
---|---|
Size | 3.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
116
12.5 IPS |
|
Image Classification (F16)
|
100% |
121
12.9 IPS |
|
Image Classification (I8)
|
81% |
103
11.1 IPS |
|
Image Segmentation (F32)
|
100% |
213
1.32 IPS |
|
Image Segmentation (F16)
|
100% |
215
1.33 IPS |
|
Image Segmentation (I8)
|
89% |
378
2.34 IPS |
|
Pose Estimation (F32)
|
100% |
63
0.25 IPS |
|
Pose Estimation (F16)
|
100% |
63
0.26 IPS |
|
Pose Estimation (I8)
|
80% |
109
0.44 IPS |
|
Object Detection (F32)
|
100% |
170
5.96 IPS |
|
Object Detection (F16)
|
100% |
171
5.99 IPS |
|
Object Detection (I8)
|
52% |
161
5.65 IPS |
|
Face Detection (F32)
|
100% |
213
2.44 IPS |
|
Face Detection (F16)
|
100% |
213
2.44 IPS |
|
Face Detection (I8)
|
75% |
236
2.71 IPS |
|
Text Classification (F32)
|
100% |
142
56.3 IPS |
|
Text Classification (F16)
|
100% |
141
55.9 IPS |
|
Machine Translation (F32)
|
100% |
144
22.2 IPS |
|
Machine Translation (F16)
|
100% |
146
22.5 IPS |