Upload Date | October 07 2022 01:37 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 6 |
Model ID | Google Pixel 6 |
Motherboard | oriole |
Governor | sched_pixel |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.25 GHz |
Cluster 3 | 2 Cores @ 2.80 GHz |
Memory Information | |
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Size | 7.41 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
104
11.1 IPS |
|
Image Classification (F16)
|
100% |
94
10.1 IPS |
|
Image Classification (I8)
|
81% |
282
30.2 IPS |
|
Image Segmentation (F32)
|
100% |
349
2.16 IPS |
|
Image Segmentation (F16)
|
100% |
329
2.03 IPS |
|
Image Segmentation (I8)
|
89% |
933
5.76 IPS |
|
Pose Estimation (F32)
|
100% |
282
1.14 IPS |
|
Pose Estimation (F16)
|
100% |
265
1.07 IPS |
|
Pose Estimation (I8)
|
80% |
254
1.03 IPS |
|
Object Detection (F32)
|
100% |
139
4.89 IPS |
|
Object Detection (F16)
|
100% |
133
4.65 IPS |
|
Object Detection (I8)
|
52% |
316
11.1 IPS |
|
Face Detection (F32)
|
100% |
436
5.01 IPS |
|
Face Detection (F16)
|
100% |
443
5.09 IPS |
|
Face Detection (I8)
|
75% |
590
6.77 IPS |
|
Text Classification (F32)
|
100% |
374
147.9 IPS |
|
Text Classification (F16)
|
100% |
396
156.5 IPS |
|
Machine Translation (F32)
|
100% |
693
106.7 IPS |
|
Machine Translation (F16)
|
100% |
686
105.7 IPS |