Upload Date | September 28 2021 10:50 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi Poco F1 |
Model ID | Xiaomi POCO F1 |
Motherboard | sdm845 |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 6 part 2050 revision 13 |
Base Frequency | 1.77 GHz |
Cluster 1 | 4 Cores @ 1.77 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Memory Information | |
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Size | 5.50 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
174
18.6 IPS |
|
Image Classification (F16)
|
100% |
175
18.7 IPS |
|
Image Classification (I8)
|
81% |
152
16.2 IPS |
|
Image Segmentation (F32)
|
100% |
324
2.00 IPS |
|
Image Segmentation (F16)
|
100% |
328
2.03 IPS |
|
Image Segmentation (I8)
|
89% |
600
3.71 IPS |
|
Pose Estimation (F32)
|
100% |
114
0.46 IPS |
|
Pose Estimation (F16)
|
100% |
117
0.47 IPS |
|
Pose Estimation (I8)
|
80% |
146
0.59 IPS |
|
Object Detection (F32)
|
100% |
213
7.46 IPS |
|
Object Detection (F16)
|
100% |
215
7.55 IPS |
|
Object Detection (I8)
|
52% |
216
7.58 IPS |
|
Face Detection (F32)
|
100% |
307
3.53 IPS |
|
Face Detection (F16)
|
100% |
282
3.24 IPS |
|
Face Detection (I8)
|
75% |
336
3.86 IPS |
|
Text Classification (F32)
|
100% |
192
75.9 IPS |
|
Text Classification (F16)
|
100% |
196
77.6 IPS |
|
Machine Translation (F32)
|
100% |
233
35.8 IPS |
|
Machine Translation (F16)
|
100% |
244
37.5 IPS |