Upload Date | March 19 2023 03:08 AM |
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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
122
13.0 IPS |
|
Image Classification (F16)
|
100% |
120
12.9 IPS |
|
Image Classification (I8)
|
81% |
140
15.0 IPS |
|
Image Segmentation (F32)
|
100% |
217
1.34 IPS |
|
Image Segmentation (F16)
|
100% |
220
1.36 IPS |
|
Image Segmentation (I8)
|
89% |
486
3.00 IPS |
|
Pose Estimation (F32)
|
100% |
91
0.37 IPS |
|
Pose Estimation (F16)
|
100% |
87
0.35 IPS |
|
Pose Estimation (I8)
|
80% |
135
0.55 IPS |
|
Object Detection (F32)
|
100% |
173
6.07 IPS |
|
Object Detection (F16)
|
100% |
169
5.93 IPS |
|
Object Detection (I8)
|
52% |
195
6.85 IPS |
|
Face Detection (F32)
|
100% |
205
2.36 IPS |
|
Face Detection (F16)
|
100% |
209
2.40 IPS |
|
Face Detection (I8)
|
75% |
322
3.69 IPS |
|
Text Classification (F32)
|
100% |
141
55.9 IPS |
|
Text Classification (F16)
|
100% |
140
55.6 IPS |
|
Machine Translation (F32)
|
100% |
130
20.0 IPS |
|
Machine Translation (F16)
|
100% |
119
18.4 IPS |