Upload Date | August 08 2023 05:06 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-T220 |
Model ID | samsung SM-T220 |
Motherboard | gta7litewifi |
CPU Information | |
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Name | ARM MT8768WT |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3331 revision 4 |
Base Frequency | 2.30 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 4 Cores @ 2.30 GHz |
Memory Information | |
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Size | 2.79 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
43
4.66 IPS |
|
Image Classification (F16)
|
100% |
50
5.38 IPS |
|
Image Classification (I8)
|
81% |
223
23.9 IPS |
|
Image Segmentation (F32)
|
100% |
109
0.67 IPS |
|
Image Segmentation (F16)
|
100% |
110
0.68 IPS |
|
Image Segmentation (I8)
|
89% |
376
2.32 IPS |
|
Pose Estimation (F32)
|
100% |
60
0.24 IPS |
|
Pose Estimation (F16)
|
100% |
59
0.24 IPS |
|
Pose Estimation (I8)
|
80% |
116
0.47 IPS |
|
Object Detection (F32)
|
100% |
64
2.24 IPS |
|
Object Detection (F16)
|
100% |
64
2.24 IPS |
|
Object Detection (I8)
|
52% |
201
7.04 IPS |
|
Face Detection (F32)
|
100% |
100
1.15 IPS |
|
Face Detection (F16)
|
100% |
101
1.16 IPS |
|
Face Detection (I8)
|
75% |
318
3.65 IPS |
|
Text Classification (F32)
|
100% |
55
21.6 IPS |
|
Text Classification (F16)
|
100% |
58
23.0 IPS |
|
Machine Translation (F32)
|
100% |
13
1.94 IPS |
|
Machine Translation (F16)
|
100% |
12
1.90 IPS |