Upload Date | May 16 2023 06:40 AM |
Views | 1 |
System Information | |
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Operating System | Android 10 |
Model | Xiaomi Redmi Note 7S |
Model ID | Xiaomi Redmi Note 7S |
Motherboard | sdm660 |
Governor | interactive |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 10 part 2048 revision 2 |
Base Frequency | 1.84 GHz |
Cluster 1 | 4 Cores @ 1.84 GHz |
Cluster 2 | 4 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 2.67 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
72
7.71 IPS |
|
Image Classification (F16)
|
100% |
74
7.95 IPS |
|
Image Classification (I8)
|
81% |
93
9.96 IPS |
|
Image Segmentation (F32)
|
100% |
167
1.03 IPS |
|
Image Segmentation (F16)
|
100% |
160
0.99 IPS |
|
Image Segmentation (I8)
|
89% |
314
1.94 IPS |
|
Pose Estimation (F32)
|
100% |
53
0.21 IPS |
|
Pose Estimation (F16)
|
100% |
42
0.17 IPS |
|
Pose Estimation (I8)
|
80% |
69
0.28 IPS |
|
Object Detection (F32)
|
100% |
82
2.87 IPS |
|
Object Detection (F16)
|
100% |
81
2.83 IPS |
|
Object Detection (I8)
|
52% |
120
4.20 IPS |
|
Face Detection (F32)
|
100% |
130
1.49 IPS |
|
Face Detection (F16)
|
100% |
128
1.47 IPS |
|
Face Detection (I8)
|
75% |
166
1.90 IPS |
|
Text Classification (F32)
|
100% |
78
31.0 IPS |
|
Text Classification (F16)
|
100% |
106
42.0 IPS |
|
Machine Translation (F32)
|
100% |
78
12.1 IPS |
|
Machine Translation (F16)
|
100% |
73
11.3 IPS |