Upload Date | June 12 2021 06:57 PM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi M2007J17C |
Model ID | Xiaomi M2007J17C |
Motherboard | gauguinpro |
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 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 7.21 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% |
138
14.8 IPS |
|
Image Classification (I8)
|
81% |
166
17.8 IPS |
|
Image Segmentation (F32)
|
100% |
408
2.52 IPS |
|
Image Segmentation (F16)
|
100% |
409
2.52 IPS |
|
Image Segmentation (I8)
|
89% |
655
4.04 IPS |
|
Pose Estimation (F32)
|
100% |
157
0.63 IPS |
|
Pose Estimation (F16)
|
100% |
158
0.64 IPS |
|
Pose Estimation (I8)
|
80% |
162
0.66 IPS |
|
Object Detection (F32)
|
100% |
209
7.35 IPS |
|
Object Detection (F16)
|
100% |
199
7.00 IPS |
|
Object Detection (I8)
|
52% |
233
8.19 IPS |
|
Face Detection (F32)
|
100% |
348
3.99 IPS |
|
Face Detection (F16)
|
100% |
348
4.00 IPS |
|
Face Detection (I8)
|
75% |
359
4.13 IPS |
|
Text Classification (F32)
|
100% |
295
116.5 IPS |
|
Text Classification (F16)
|
100% |
290
114.8 IPS |
|
Machine Translation (F32)
|
100% |
328
50.5 IPS |
|
Machine Translation (F16)
|
100% |
332
51.2 IPS |