Upload Date | August 25 2024 02:58 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 9 |
Model | Unihertz Atom |
Model ID | Unihertz Atom |
Motherboard | g35v63c2k_dfl |
Governor | interactive |
CPU Information | |
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Name | ARM MT6763V/B |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3331 revision 4 |
Base Frequency | 1.51 GHz |
Cluster 1 | 4 Cores @ 1.51 GHz |
Cluster 2 | 4 Cores @ 2.00 GHz |
Memory Information | |
---|---|
Size | 3.74 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
48
5.19 IPS |
|
Image Classification (F16)
|
100% |
52
5.58 IPS |
|
Image Classification (I8)
|
81% |
152
16.3 IPS |
|
Image Segmentation (F32)
|
100% |
92
0.57 IPS |
|
Image Segmentation (F16)
|
100% |
91
0.56 IPS |
|
Image Segmentation (I8)
|
89% |
360
2.22 IPS |
|
Pose Estimation (F32)
|
100% |
40
0.16 IPS |
|
Pose Estimation (F16)
|
100% |
37
0.15 IPS |
|
Pose Estimation (I8)
|
80% |
74
0.30 IPS |
|
Object Detection (F32)
|
100% |
92
3.21 IPS |
|
Object Detection (F16)
|
100% |
94
3.30 IPS |
|
Object Detection (I8)
|
52% |
266
9.33 IPS |
|
Face Detection (F32)
|
100% |
102
1.18 IPS |
|
Face Detection (F16)
|
100% |
99
1.14 IPS |
|
Face Detection (I8)
|
75% |
244
2.80 IPS |
|
Text Classification (F32)
|
100% |
56
22.0 IPS |
|
Text Classification (F16)
|
100% |
56
22.0 IPS |
|
Machine Translation (F32)
|
100% |
12
1.92 IPS |
|
Machine Translation (F16)
|
100% |
12
1.89 IPS |