Upload Date | May 21 2023 04:16 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 7 Pro |
Model ID | Google Pixel 7 Pro |
Motherboard | cheetah |
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 @ 2.35 GHz |
Cluster 3 | 2 Cores @ 2.85 GHz |
Memory Information | |
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Size | 11.15 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
165
17.7 IPS |
|
Image Classification (F16)
|
100% |
163
17.5 IPS |
|
Image Classification (I8)
|
81% |
225
24.1 IPS |
|
Image Segmentation (F32)
|
100% |
487
3.01 IPS |
|
Image Segmentation (F16)
|
100% |
466
2.88 IPS |
|
Image Segmentation (I8)
|
89% |
588
3.63 IPS |
|
Pose Estimation (F32)
|
100% |
244
0.99 IPS |
|
Pose Estimation (F16)
|
100% |
233
0.94 IPS |
|
Pose Estimation (I8)
|
80% |
192
0.78 IPS |
|
Object Detection (F32)
|
100% |
170
5.97 IPS |
|
Object Detection (F16)
|
100% |
183
6.44 IPS |
|
Object Detection (I8)
|
52% |
267
9.37 IPS |
|
Face Detection (F32)
|
100% |
540
6.20 IPS |
|
Face Detection (F16)
|
100% |
482
5.54 IPS |
|
Face Detection (I8)
|
75% |
424
4.88 IPS |
|
Text Classification (F32)
|
100% |
721
285.0 IPS |
|
Text Classification (F16)
|
100% |
806
318.8 IPS |
|
Machine Translation (F32)
|
100% |
690
106.3 IPS |
|
Machine Translation (F16)
|
100% |
688
106.1 IPS |