Upload Date | February 14 2023 06:10 PM |
Views | 1 |
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% |
139
14.9 IPS |
|
Image Classification (F16)
|
100% |
140
14.9 IPS |
|
Image Classification (I8)
|
81% |
293
31.4 IPS |
|
Image Segmentation (F32)
|
100% |
243
1.50 IPS |
|
Image Segmentation (F16)
|
100% |
245
1.52 IPS |
|
Image Segmentation (I8)
|
89% |
584
3.60 IPS |
|
Pose Estimation (F32)
|
100% |
108
0.44 IPS |
|
Pose Estimation (F16)
|
100% |
108
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
169
0.68 IPS |
|
Object Detection (F32)
|
100% |
197
6.91 IPS |
|
Object Detection (F16)
|
100% |
196
6.89 IPS |
|
Object Detection (I8)
|
52% |
276
9.68 IPS |
|
Face Detection (F32)
|
100% |
236
2.71 IPS |
|
Face Detection (F16)
|
100% |
242
2.78 IPS |
|
Face Detection (I8)
|
75% |
465
5.34 IPS |
|
Text Classification (F32)
|
100% |
142
56.0 IPS |
|
Text Classification (F16)
|
100% |
142
56.1 IPS |
|
Machine Translation (F32)
|
100% |
147
22.6 IPS |
|
Machine Translation (F16)
|
100% |
146
22.5 IPS |