Upload Date | May 31 2023 01:39 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | HMD Global Nokia T20 |
Model ID | HMD Global Nokia T20 |
Motherboard | Riddler |
Governor | schedutil |
CPU Information | |
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Name | ARM Unisoc |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 3 part 3338 revision 1 |
Base Frequency | 1.82 GHz |
Cluster 1 | 8 Cores @ 1.82 GHz |
Memory Information | |
---|---|
Size | 2.65 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
101
10.8 IPS |
|
Image Classification (F16)
|
100% |
101
10.8 IPS |
|
Image Classification (I8)
|
81% |
210
22.5 IPS |
|
Image Segmentation (F32)
|
100% |
240
1.48 IPS |
|
Image Segmentation (F16)
|
100% |
241
1.49 IPS |
|
Image Segmentation (I8)
|
89% |
569
3.51 IPS |
|
Pose Estimation (F32)
|
100% |
101
0.41 IPS |
|
Pose Estimation (F16)
|
100% |
99
0.40 IPS |
|
Pose Estimation (I8)
|
80% |
139
0.56 IPS |
|
Object Detection (F32)
|
100% |
150
5.26 IPS |
|
Object Detection (F16)
|
100% |
150
5.28 IPS |
|
Object Detection (I8)
|
52% |
293
10.3 IPS |
|
Face Detection (F32)
|
100% |
216
2.49 IPS |
|
Face Detection (F16)
|
100% |
216
2.48 IPS |
|
Face Detection (I8)
|
75% |
420
4.83 IPS |
|
Text Classification (F32)
|
100% |
148
58.7 IPS |
|
Text Classification (F16)
|
100% |
152
60.3 IPS |
|
Machine Translation (F32)
|
100% |
121
18.6 IPS |
|
Machine Translation (F16)
|
100% |
121
18.7 IPS |