Upload Date | October 03 2023 05:50 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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
104
11.2 IPS |
|
Image Classification (F16)
|
100% |
111
11.9 IPS |
|
Image Classification (I8)
|
81% |
299
32.0 IPS |
|
Image Segmentation (F32)
|
100% |
162
1.00 IPS |
|
Image Segmentation (F16)
|
100% |
160
0.99 IPS |
|
Image Segmentation (I8)
|
89% |
536
3.31 IPS |
|
Pose Estimation (F32)
|
100% |
74
0.30 IPS |
|
Pose Estimation (F16)
|
100% |
70
0.28 IPS |
|
Pose Estimation (I8)
|
80% |
137
0.56 IPS |
|
Object Detection (F32)
|
100% |
141
4.95 IPS |
|
Object Detection (F16)
|
100% |
144
5.05 IPS |
|
Object Detection (I8)
|
52% |
273
9.57 IPS |
|
Face Detection (F32)
|
100% |
166
1.91 IPS |
|
Face Detection (F16)
|
100% |
168
1.93 IPS |
|
Face Detection (I8)
|
75% |
415
4.77 IPS |
|
Text Classification (F32)
|
100% |
121
47.8 IPS |
|
Text Classification (F16)
|
100% |
121
47.8 IPS |
|
Machine Translation (F32)
|
100% |
83
12.8 IPS |
|
Machine Translation (F16)
|
100% |
83
12.8 IPS |