Upload Date | February 17 2023 04:52 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 12 |
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 | |
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Size | 3.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
141
15.1 IPS |
|
Image Classification (F16)
|
100% |
134
14.3 IPS |
|
Image Classification (I8)
|
81% |
270
28.9 IPS |
|
Image Segmentation (F32)
|
100% |
244
1.51 IPS |
|
Image Segmentation (F16)
|
100% |
244
1.51 IPS |
|
Image Segmentation (I8)
|
89% |
589
3.64 IPS |
|
Pose Estimation (F32)
|
100% |
109
0.44 IPS |
|
Pose Estimation (F16)
|
100% |
109
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
174
0.70 IPS |
|
Object Detection (F32)
|
100% |
198
6.96 IPS |
|
Object Detection (F16)
|
100% |
196
6.88 IPS |
|
Object Detection (I8)
|
52% |
282
9.88 IPS |
|
Face Detection (F32)
|
100% |
241
2.77 IPS |
|
Face Detection (F16)
|
100% |
248
2.85 IPS |
|
Face Detection (I8)
|
75% |
460
5.28 IPS |
|
Text Classification (F32)
|
100% |
142
56.0 IPS |
|
Text Classification (F16)
|
100% |
141
55.9 IPS |
|
Machine Translation (F32)
|
100% |
148
22.8 IPS |
|
Machine Translation (F16)
|
100% |
147
22.6 IPS |