Upload Date | September 16 2021 09:09 PM |
Views | 8 |
System Information | |
---|---|
Operating System | Android 9 |
Model | Motorola Moto G4 Plus |
Model ID | Motorola Moto G4 Plus |
Motherboard | MSM8952 |
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 | 1.65 GHz |
Cluster 1 | 4 Cores @ 1.21 GHz |
Cluster 2 | 4 Cores @ 1.65 GHz |
Memory Information | |
---|---|
Size | 1.80 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
40
4.26 IPS |
|
Image Classification (F16)
|
100% |
40
4.27 IPS |
|
Image Classification (I8)
|
81% |
40
4.33 IPS |
|
Image Segmentation (F32)
|
100% |
63
0.39 IPS |
|
Image Segmentation (F16)
|
100% |
63
0.39 IPS |
|
Image Segmentation (I8)
|
89% |
138
0.85 IPS |
|
Pose Estimation (F32)
|
100% |
22
0.09 IPS |
|
Pose Estimation (F16)
|
100% |
22
0.09 IPS |
|
Pose Estimation (I8)
|
80% |
37
0.15 IPS |
|
Object Detection (F32)
|
100% |
54
1.90 IPS |
|
Object Detection (F16)
|
100% |
54
1.90 IPS |
|
Object Detection (I8)
|
52% |
59
2.06 IPS |
|
Face Detection (F32)
|
100% |
76
0.88 IPS |
|
Face Detection (F16)
|
100% |
76
0.88 IPS |
|
Face Detection (I8)
|
75% |
94
1.08 IPS |
|
Text Classification (F32)
|
100% |
43
17.1 IPS |
|
Text Classification (F16)
|
100% |
43
17.2 IPS |
|
Machine Translation (F32)
|
100% |
17
2.57 IPS |
|
Machine Translation (F16)
|
100% |
17
2.57 IPS |