Upload Date | May 16 2023 10:09 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi M2101K6P |
Model ID | Xiaomi M2101K6P |
Motherboard | sweetin |
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 | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.30 GHz |
Memory Information | |
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Size | 5.44 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
125
13.4 IPS |
|
Image Classification (F16)
|
100% |
159
17.0 IPS |
|
Image Classification (I8)
|
81% |
206
22.0 IPS |
|
Image Segmentation (F32)
|
100% |
326
2.01 IPS |
|
Image Segmentation (F16)
|
100% |
318
1.96 IPS |
|
Image Segmentation (I8)
|
89% |
545
3.37 IPS |
|
Pose Estimation (F32)
|
100% |
132
0.53 IPS |
|
Pose Estimation (F16)
|
100% |
131
0.53 IPS |
|
Pose Estimation (I8)
|
80% |
130
0.52 IPS |
|
Object Detection (F32)
|
100% |
162
5.68 IPS |
|
Object Detection (F16)
|
100% |
163
5.72 IPS |
|
Object Detection (I8)
|
52% |
232
8.13 IPS |
|
Face Detection (F32)
|
100% |
306
3.52 IPS |
|
Face Detection (F16)
|
100% |
303
3.48 IPS |
|
Face Detection (I8)
|
75% |
399
4.58 IPS |
|
Text Classification (F32)
|
100% |
220
87.1 IPS |
|
Text Classification (F16)
|
100% |
250
98.9 IPS |
|
Machine Translation (F32)
|
100% |
210
32.4 IPS |
|
Machine Translation (F16)
|
100% |
209
32.2 IPS |