Upload Date | February 28 2023 02:42 AM |
Views | 1 |
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 | |
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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% |
115
12.3 IPS |
|
Image Classification (F16)
|
100% |
112
11.9 IPS |
|
Image Classification (I8)
|
81% |
228
24.4 IPS |
|
Image Segmentation (F32)
|
100% |
352
2.17 IPS |
|
Image Segmentation (F16)
|
100% |
331
2.04 IPS |
|
Image Segmentation (I8)
|
89% |
713
4.40 IPS |
|
Pose Estimation (F32)
|
100% |
274
1.11 IPS |
|
Pose Estimation (F16)
|
100% |
252
1.02 IPS |
|
Pose Estimation (I8)
|
80% |
235
0.95 IPS |
|
Object Detection (F32)
|
100% |
142
4.99 IPS |
|
Object Detection (F16)
|
100% |
145
5.10 IPS |
|
Object Detection (I8)
|
52% |
316
11.1 IPS |
|
Face Detection (F32)
|
100% |
490
5.62 IPS |
|
Face Detection (F16)
|
100% |
467
5.36 IPS |
|
Face Detection (I8)
|
75% |
494
5.68 IPS |
|
Text Classification (F32)
|
100% |
372
147.2 IPS |
|
Text Classification (F16)
|
100% |
369
146.0 IPS |
|
Machine Translation (F32)
|
100% |
681
104.9 IPS |
|
Machine Translation (F16)
|
100% |
678
104.5 IPS |