Upload Date | September 26 2022 11:09 AM |
Views | 1 |
System Information | |
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Operating System | Android 12 |
Model | Google Pixel 3 XL |
Model ID | Google Pixel 3 XL |
Motherboard | crosshatch |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 6 part 2050 revision 13 |
Base Frequency | 1.77 GHz |
Cluster 1 | 4 Cores @ 1.77 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Memory Information | |
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Size | 3.50 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
195
20.8 IPS |
|
Image Classification (F16)
|
100% |
193
20.7 IPS |
|
Image Classification (I8)
|
81% |
168
18.0 IPS |
|
Image Segmentation (F32)
|
100% |
340
2.10 IPS |
|
Image Segmentation (F16)
|
100% |
340
2.10 IPS |
|
Image Segmentation (I8)
|
89% |
706
4.36 IPS |
|
Pose Estimation (F32)
|
100% |
139
0.56 IPS |
|
Pose Estimation (F16)
|
100% |
138
0.56 IPS |
|
Pose Estimation (I8)
|
80% |
205
0.83 IPS |
|
Object Detection (F32)
|
100% |
257
9.03 IPS |
|
Object Detection (F16)
|
100% |
257
9.00 IPS |
|
Object Detection (I8)
|
52% |
266
9.34 IPS |
|
Face Detection (F32)
|
100% |
308
3.53 IPS |
|
Face Detection (F16)
|
100% |
315
3.61 IPS |
|
Face Detection (I8)
|
75% |
425
4.88 IPS |
|
Text Classification (F32)
|
100% |
198
78.5 IPS |
|
Text Classification (F16)
|
100% |
202
80.1 IPS |
|
Machine Translation (F32)
|
100% |
212
32.7 IPS |
|
Machine Translation (F16)
|
100% |
222
34.2 IPS |