Upload Date | May 16 2023 10:01 AM |
Views | 1 |
System Information | |
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Operating System | Android 10 |
Model | Realme 3 |
Model ID | Realme RMX1821 |
Motherboard | RM6771_18601 |
CPU Information | |
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Name | ARM MT6771V/W |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3337 revision 2 |
Base Frequency | 1.99 GHz |
Cluster 1 | 8 Cores @ 1.99 GHz |
Memory Information | |
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Size | 2.67 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
67
7.13 IPS |
|
Image Classification (F16)
|
100% |
66
7.05 IPS |
|
Image Classification (I8)
|
81% |
312
33.4 IPS |
|
Image Segmentation (F32)
|
100% |
164
1.01 IPS |
|
Image Segmentation (F16)
|
100% |
179
1.10 IPS |
|
Image Segmentation (I8)
|
89% |
534
3.30 IPS |
|
Pose Estimation (F32)
|
100% |
73
0.29 IPS |
|
Pose Estimation (F16)
|
100% |
78
0.31 IPS |
|
Pose Estimation (I8)
|
80% |
132
0.53 IPS |
|
Object Detection (F32)
|
100% |
106
3.71 IPS |
|
Object Detection (F16)
|
100% |
106
3.71 IPS |
|
Object Detection (I8)
|
52% |
281
9.86 IPS |
|
Face Detection (F32)
|
100% |
136
1.56 IPS |
|
Face Detection (F16)
|
100% |
135
1.55 IPS |
|
Face Detection (I8)
|
75% |
385
4.42 IPS |
|
Text Classification (F32)
|
100% |
110
43.5 IPS |
|
Text Classification (F16)
|
100% |
109
43.2 IPS |
|
Machine Translation (F32)
|
100% |
75
11.5 IPS |
|
Machine Translation (F16)
|
100% |
73
11.3 IPS |