Upload Date | June 13 2021 02:07 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi M2012K11AG |
Model ID | Xiaomi M2012K11AG |
Motherboard | alioth |
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 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 5.48 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
371
39.8 IPS |
|
Image Classification (F16)
|
100% |
371
39.7 IPS |
|
Image Classification (I8)
|
81% |
212
22.7 IPS |
|
Image Segmentation (F32)
|
100% |
554
3.42 IPS |
|
Image Segmentation (F16)
|
100% |
570
3.52 IPS |
|
Image Segmentation (I8)
|
89% |
805
4.97 IPS |
|
Pose Estimation (F32)
|
100% |
267
1.08 IPS |
|
Pose Estimation (F16)
|
100% |
267
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
224
0.90 IPS |
|
Object Detection (F32)
|
100% |
343
12.0 IPS |
|
Object Detection (F16)
|
100% |
388
13.6 IPS |
|
Object Detection (I8)
|
52% |
279
9.81 IPS |
|
Face Detection (F32)
|
100% |
595
6.84 IPS |
|
Face Detection (F16)
|
100% |
583
6.70 IPS |
|
Face Detection (I8)
|
75% |
483
5.55 IPS |
|
Text Classification (F32)
|
100% |
329
130.0 IPS |
|
Text Classification (F16)
|
100% |
329
130.2 IPS |
|
Machine Translation (F32)
|
100% |
498
76.7 IPS |
|
Machine Translation (F16)
|
100% |
496
76.5 IPS |