Upload Date | June 11 2021 04:47 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Xiaomi ASUS_I01WD |
Model ID | Xiaomi ASUS_I01WD |
Motherboard | atoll |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 15 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.32 GHz |
Memory Information | |
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Size | 5.47 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
156
16.8 IPS |
|
Image Classification (F16)
|
100% |
154
16.5 IPS |
|
Image Classification (I8)
|
81% |
152
16.3 IPS |
|
Image Segmentation (F32)
|
100% |
353
2.18 IPS |
|
Image Segmentation (F16)
|
100% |
348
2.15 IPS |
|
Image Segmentation (I8)
|
89% |
563
3.48 IPS |
|
Pose Estimation (F32)
|
100% |
149
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
139
0.56 IPS |
|
Pose Estimation (I8)
|
80% |
140
0.57 IPS |
|
Object Detection (F32)
|
100% |
223
7.83 IPS |
|
Object Detection (F16)
|
100% |
222
7.80 IPS |
|
Object Detection (I8)
|
52% |
251
8.82 IPS |
|
Face Detection (F32)
|
100% |
338
3.88 IPS |
|
Face Detection (F16)
|
100% |
339
3.89 IPS |
|
Face Detection (I8)
|
75% |
382
4.38 IPS |
|
Text Classification (F32)
|
100% |
278
110.0 IPS |
|
Text Classification (F16)
|
100% |
284
112.5 IPS |
|
Machine Translation (F32)
|
100% |
214
33.0 IPS |
|
Machine Translation (F16)
|
100% |
229
35.2 IPS |