Upload Date | October 14 2022 04:37 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
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 | |
---|---|
Size | 11.25 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
108
11.6 IPS |
|
Image Classification (F16)
|
100% |
173
18.5 IPS |
|
Image Classification (I8)
|
81% |
231
24.7 IPS |
|
Image Segmentation (F32)
|
100% |
357
2.20 IPS |
|
Image Segmentation (F16)
|
100% |
321
1.98 IPS |
|
Image Segmentation (I8)
|
89% |
733
4.53 IPS |
|
Pose Estimation (F32)
|
100% |
222
0.90 IPS |
|
Pose Estimation (F16)
|
100% |
217
0.88 IPS |
|
Pose Estimation (I8)
|
80% |
229
0.93 IPS |
|
Object Detection (F32)
|
100% |
139
4.88 IPS |
|
Object Detection (F16)
|
100% |
229
8.02 IPS |
|
Object Detection (I8)
|
52% |
318
11.2 IPS |
|
Face Detection (F32)
|
100% |
430
4.94 IPS |
|
Face Detection (F16)
|
100% |
377
4.33 IPS |
|
Face Detection (I8)
|
75% |
509
5.84 IPS |
|
Text Classification (F32)
|
100% |
422
166.8 IPS |
|
Text Classification (F16)
|
100% |
409
161.6 IPS |
|
Machine Translation (F32)
|
100% |
551
84.9 IPS |
|
Machine Translation (F16)
|
100% |
549
84.6 IPS |