Upload Date | November 25 2021 05:34 PM |
Views | 2 |
System Information | |
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Operating System | Android 11 |
Model | Xiaomi M2102J20SG |
Model ID | Xiaomi M2102J20SG |
Motherboard | vayu |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.96 GHz |
Memory Information | |
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Size | 5.37 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
237
25.4 IPS |
|
Image Classification (F16)
|
100% |
231
24.7 IPS |
|
Image Classification (I8)
|
81% |
179
19.2 IPS |
|
Image Segmentation (F32)
|
100% |
484
2.99 IPS |
|
Image Segmentation (F16)
|
100% |
475
2.93 IPS |
|
Image Segmentation (I8)
|
89% |
757
4.68 IPS |
|
Pose Estimation (F32)
|
100% |
235
0.95 IPS |
|
Pose Estimation (F16)
|
100% |
235
0.95 IPS |
|
Pose Estimation (I8)
|
80% |
216
0.87 IPS |
|
Object Detection (F32)
|
100% |
314
11.0 IPS |
|
Object Detection (F16)
|
100% |
305
10.7 IPS |
|
Object Detection (I8)
|
52% |
247
8.67 IPS |
|
Face Detection (F32)
|
100% |
535
6.14 IPS |
|
Face Detection (F16)
|
100% |
509
5.85 IPS |
|
Face Detection (I8)
|
75% |
483
5.55 IPS |
|
Text Classification (F32)
|
100% |
291
115.1 IPS |
|
Text Classification (F16)
|
100% |
294
116.3 IPS |
|
Machine Translation (F32)
|
100% |
353
54.4 IPS |
|
Machine Translation (F16)
|
100% |
378
58.3 IPS |