Upload Date | May 17 2022 08:53 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Google Pixel 6 Pro |
Model ID | Google Pixel 6 Pro |
Motherboard | raven |
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 | 11.25 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
122
13.0 IPS |
|
Image Classification (F16)
|
100% |
112
12.0 IPS |
|
Image Classification (I8)
|
81% |
170
18.2 IPS |
|
Image Segmentation (F32)
|
100% |
310
1.91 IPS |
|
Image Segmentation (F16)
|
100% |
289
1.78 IPS |
|
Image Segmentation (I8)
|
89% |
475
2.93 IPS |
|
Pose Estimation (F32)
|
100% |
157
0.63 IPS |
|
Pose Estimation (F16)
|
100% |
156
0.63 IPS |
|
Pose Estimation (I8)
|
80% |
147
0.59 IPS |
|
Object Detection (F32)
|
100% |
149
5.23 IPS |
|
Object Detection (F16)
|
100% |
141
4.95 IPS |
|
Object Detection (I8)
|
52% |
219
7.70 IPS |
|
Face Detection (F32)
|
100% |
359
4.12 IPS |
|
Face Detection (F16)
|
100% |
359
4.13 IPS |
|
Face Detection (I8)
|
75% |
368
4.23 IPS |
|
Text Classification (F32)
|
100% |
342
135.1 IPS |
|
Text Classification (F16)
|
100% |
352
139.3 IPS |
|
Machine Translation (F32)
|
100% |
316
48.8 IPS |
|
Machine Translation (F16)
|
100% |
318
49.0 IPS |