Upload Date | August 22 2024 03:10 PM |
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% |
105
11.2 IPS |
|
Image Classification (F16)
|
100% |
103
11.0 IPS |
|
Image Classification (I8)
|
81% |
285
30.6 IPS |
|
Image Segmentation (F32)
|
100% |
166
1.03 IPS |
|
Image Segmentation (F16)
|
100% |
157
0.97 IPS |
|
Image Segmentation (I8)
|
89% |
539
3.33 IPS |
|
Pose Estimation (F32)
|
100% |
63
0.26 IPS |
|
Pose Estimation (F16)
|
100% |
60
0.24 IPS |
|
Pose Estimation (I8)
|
80% |
110
0.44 IPS |
|
Object Detection (F32)
|
100% |
138
4.84 IPS |
|
Object Detection (F16)
|
100% |
139
4.89 IPS |
|
Object Detection (I8)
|
52% |
273
9.57 IPS |
|
Face Detection (F32)
|
100% |
152
1.75 IPS |
|
Face Detection (F16)
|
100% |
158
1.81 IPS |
|
Face Detection (I8)
|
75% |
414
4.76 IPS |
|
Text Classification (F32)
|
100% |
120
47.5 IPS |
|
Text Classification (F16)
|
100% |
121
47.9 IPS |
|
Machine Translation (F32)
|
100% |
81
12.5 IPS |
|
Machine Translation (F16)
|
100% |
81
12.5 IPS |