Upload Date | May 31 2023 01:44 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 12 |
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 | |
---|---|
Size | 7.32 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
338
36.2 IPS |
|
Image Classification (F16)
|
100% |
252
27.0 IPS |
|
Image Classification (I8)
|
81% |
175
18.8 IPS |
|
Image Segmentation (F32)
|
100% |
480
2.96 IPS |
|
Image Segmentation (F16)
|
100% |
470
2.90 IPS |
|
Image Segmentation (I8)
|
89% |
726
4.49 IPS |
|
Pose Estimation (F32)
|
100% |
201
0.81 IPS |
|
Pose Estimation (F16)
|
100% |
202
0.82 IPS |
|
Pose Estimation (I8)
|
80% |
203
0.82 IPS |
|
Object Detection (F32)
|
100% |
304
10.7 IPS |
|
Object Detection (F16)
|
100% |
302
10.6 IPS |
|
Object Detection (I8)
|
52% |
246
8.62 IPS |
|
Face Detection (F32)
|
100% |
511
5.87 IPS |
|
Face Detection (F16)
|
100% |
503
5.78 IPS |
|
Face Detection (I8)
|
75% |
460
5.28 IPS |
|
Text Classification (F32)
|
100% |
293
116.1 IPS |
|
Text Classification (F16)
|
100% |
295
116.7 IPS |
|
Machine Translation (F32)
|
100% |
258
39.8 IPS |
|
Machine Translation (F16)
|
100% |
345
53.2 IPS |