Upload Date | September 22 2024 11:03 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | motorola moto g6 play |
Model ID | motorola moto g6 play |
Motherboard | MSM8937 |
Governor | interactive |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3331 revision 4 |
Base Frequency | 1.40 GHz |
Cluster 1 | 4 Cores @ 1.09 GHz |
Cluster 2 | 4 Cores @ 1.40 GHz |
Memory Information | |
---|---|
Size | 2.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
38
4.09 IPS |
|
Image Classification (F16)
|
100% |
39
4.19 IPS |
|
Image Classification (I8)
|
81% |
180
19.3 IPS |
|
Image Segmentation (F32)
|
100% |
71
0.44 IPS |
|
Image Segmentation (F16)
|
100% |
71
0.44 IPS |
|
Image Segmentation (I8)
|
89% |
201
1.24 IPS |
|
Pose Estimation (F32)
|
100% |
46
0.19 IPS |
|
Pose Estimation (F16)
|
100% |
46
0.19 IPS |
|
Pose Estimation (I8)
|
80% |
77
0.31 IPS |
|
Object Detection (F32)
|
100% |
52
1.83 IPS |
|
Object Detection (F16)
|
100% |
53
1.87 IPS |
|
Object Detection (I8)
|
52% |
81
2.84 IPS |
|
Face Detection (F32)
|
100% |
79
0.91 IPS |
|
Face Detection (F16)
|
100% |
79
0.91 IPS |
|
Face Detection (I8)
|
75% |
270
3.10 IPS |
|
Text Classification (F32)
|
100% |
51
20.1 IPS |
|
Text Classification (F16)
|
100% |
51
20.1 IPS |
|
Machine Translation (F32)
|
100% |
14
2.13 IPS |
|
Machine Translation (F16)
|
100% |
14
2.14 IPS |