Upload Date | December 02 2023 03:28 AM |
Views | 1 |
System Information | |
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Operating System | Android 9 |
Model | Amazon KFTRWI |
Model ID | Amazon KFTRWI |
Motherboard | trona |
CPU Information | |
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Name | ARM MT8183 |
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 | 2.73 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
108
11.6 IPS |
|
Image Classification (F16)
|
100% |
105
11.2 IPS |
|
Image Classification (I8)
|
81% |
284
30.4 IPS |
|
Image Segmentation (F32)
|
100% |
165
1.02 IPS |
|
Image Segmentation (F16)
|
100% |
162
1.00 IPS |
|
Image Segmentation (I8)
|
89% |
537
3.31 IPS |
|
Pose Estimation (F32)
|
100% |
65
0.26 IPS |
|
Pose Estimation (F16)
|
100% |
60
0.24 IPS |
|
Pose Estimation (I8)
|
80% |
113
0.46 IPS |
|
Object Detection (F32)
|
100% |
142
4.99 IPS |
|
Object Detection (F16)
|
100% |
148
5.20 IPS |
|
Object Detection (I8)
|
52% |
269
9.43 IPS |
|
Face Detection (F32)
|
100% |
162
1.86 IPS |
|
Face Detection (F16)
|
100% |
166
1.90 IPS |
|
Face Detection (I8)
|
75% |
392
4.51 IPS |
|
Text Classification (F32)
|
100% |
119
47.0 IPS |
|
Text Classification (F16)
|
100% |
120
47.6 IPS |
|
Machine Translation (F32)
|
100% |
84
12.9 IPS |
|
Machine Translation (F16)
|
100% |
84
13.0 IPS |