Upload Date | October 23 2021 10:27 PM |
Views | 3 |
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
610
65.4 IPS |
|
Image Classification (F16)
|
100% |
1082
116.0 IPS |
|
Image Classification (I8)
|
80% |
972
104.2 IPS |
|
Image Segmentation (F32)
|
100% |
1454
8.98 IPS |
|
Image Segmentation (F16)
|
100% |
2484
15.3 IPS |
|
Image Segmentation (I8)
|
89% |
2301
14.2 IPS |
|
Pose Estimation (F32)
|
100% |
687
2.78 IPS |
|
Pose Estimation (F16)
|
100% |
1307
5.29 IPS |
|
Pose Estimation (I8)
|
80% |
1298
5.25 IPS |
|
Object Detection (F32)
|
100% |
402
14.1 IPS |
|
Object Detection (F16)
|
99% |
481
16.9 IPS |
|
Object Detection (I8)
|
53% |
510
17.9 IPS |
|
Face Detection (F32)
|
100% |
1224
14.1 IPS |
|
Face Detection (F16)
|
97% |
1954
22.4 IPS |
|
Face Detection (I8)
|
76% |
1792
20.6 IPS |
|
Text Classification (F32)
|
100% |
444
175.7 IPS |
|
Text Classification (F16)
|
98% |
503
199.1 IPS |
|
Machine Translation (F32)
|
100% |
190
29.2 IPS |
|
Machine Translation (F16)
|
100% |
188
29.0 IPS |