Upload Date | September 19 2024 06:10 PM |
Views | 1 |
System Information | |
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Operating System | Android 11 |
Model | Google Pixel 2 XL |
Model ID | Google Pixel 2 XL |
Motherboard | taimen |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 10 part 2048 revision 1 |
Base Frequency | 1.90 GHz |
Cluster 1 | 4 Cores @ 1.90 GHz |
Cluster 2 | 4 Cores @ 2.46 GHz |
Memory Information | |
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Size | 3.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
121
13.0 IPS |
|
Image Classification (F16)
|
100% |
122
13.0 IPS |
|
Image Classification (I8)
|
81% |
137
14.7 IPS |
|
Image Segmentation (F32)
|
100% |
220
1.36 IPS |
|
Image Segmentation (F16)
|
100% |
218
1.35 IPS |
|
Image Segmentation (I8)
|
89% |
496
3.06 IPS |
|
Pose Estimation (F32)
|
100% |
90
0.37 IPS |
|
Pose Estimation (F16)
|
100% |
89
0.36 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.57 IPS |
|
Object Detection (F32)
|
100% |
168
5.91 IPS |
|
Object Detection (F16)
|
100% |
169
5.94 IPS |
|
Object Detection (I8)
|
52% |
193
6.79 IPS |
|
Face Detection (F32)
|
100% |
208
2.39 IPS |
|
Face Detection (F16)
|
100% |
204
2.34 IPS |
|
Face Detection (I8)
|
75% |
322
3.70 IPS |
|
Text Classification (F32)
|
100% |
143
56.4 IPS |
|
Text Classification (F16)
|
100% |
141
55.9 IPS |
|
Machine Translation (F32)
|
100% |
136
21.0 IPS |
|
Machine Translation (F16)
|
100% |
128
19.7 IPS |