Upload Date | August 13 2023 11:16 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% |
100
10.7 IPS |
|
Image Classification (F16)
|
100% |
90
9.67 IPS |
|
Image Classification (I8)
|
81% |
225
24.1 IPS |
|
Image Segmentation (F32)
|
100% |
156
0.97 IPS |
|
Image Segmentation (F16)
|
100% |
160
0.99 IPS |
|
Image Segmentation (I8)
|
89% |
427
2.64 IPS |
|
Pose Estimation (F32)
|
100% |
48
0.20 IPS |
|
Pose Estimation (F16)
|
100% |
48
0.19 IPS |
|
Pose Estimation (I8)
|
80% |
92
0.37 IPS |
|
Object Detection (F32)
|
100% |
121
4.24 IPS |
|
Object Detection (F16)
|
100% |
126
4.42 IPS |
|
Object Detection (I8)
|
52% |
256
8.98 IPS |
|
Face Detection (F32)
|
100% |
146
1.67 IPS |
|
Face Detection (F16)
|
100% |
143
1.64 IPS |
|
Face Detection (I8)
|
75% |
320
3.68 IPS |
|
Text Classification (F32)
|
100% |
121
47.7 IPS |
|
Text Classification (F16)
|
100% |
121
48.0 IPS |
|
Machine Translation (F32)
|
100% |
85
13.0 IPS |
|
Machine Translation (F16)
|
100% |
84
13.0 IPS |