Upload Date | November 25 2021 04:50 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Samsung Galaxy M21 |
Model ID | samsung SM-M215F |
Motherboard | exynos9611 |
Governor | schedutil |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3337 revision 2 |
Base Frequency | 1.74 GHz |
Cluster 1 | 4 Cores @ 1.74 GHz |
Cluster 2 | 4 Cores @ 2.31 GHz |
Memory Information | |
---|---|
Size | 3.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
82
8.78 IPS |
|
Image Classification (F16)
|
100% |
64
6.91 IPS |
|
Image Classification (I8)
|
81% |
112
12.0 IPS |
|
Image Segmentation (F32)
|
100% |
189
1.17 IPS |
|
Image Segmentation (F16)
|
100% |
197
1.22 IPS |
|
Image Segmentation (I8)
|
89% |
439
2.71 IPS |
|
Pose Estimation (F32)
|
100% |
74
0.30 IPS |
|
Pose Estimation (F16)
|
100% |
74
0.30 IPS |
|
Pose Estimation (I8)
|
80% |
130
0.53 IPS |
|
Object Detection (F32)
|
100% |
117
4.11 IPS |
|
Object Detection (F16)
|
100% |
103
3.63 IPS |
|
Object Detection (I8)
|
52% |
172
6.05 IPS |
|
Face Detection (F32)
|
100% |
148
1.70 IPS |
|
Face Detection (F16)
|
100% |
131
1.50 IPS |
|
Face Detection (I8)
|
75% |
227
2.61 IPS |
|
Text Classification (F32)
|
100% |
80
31.7 IPS |
|
Text Classification (F16)
|
100% |
79
31.2 IPS |
|
Machine Translation (F32)
|
100% |
82
12.7 IPS |
|
Machine Translation (F16)
|
100% |
82
12.6 IPS |