Upload Date | October 18 2022 03:02 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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
95
10.2 IPS |
|
Image Classification (F16)
|
100% |
101
10.9 IPS |
|
Image Classification (I8)
|
81% |
233
24.9 IPS |
|
Image Segmentation (F32)
|
100% |
303
1.87 IPS |
|
Image Segmentation (F16)
|
100% |
297
1.83 IPS |
|
Image Segmentation (I8)
|
89% |
667
4.12 IPS |
|
Pose Estimation (F32)
|
100% |
264
1.07 IPS |
|
Pose Estimation (F16)
|
100% |
249
1.01 IPS |
|
Pose Estimation (I8)
|
80% |
228
0.92 IPS |
|
Object Detection (F32)
|
100% |
153
5.37 IPS |
|
Object Detection (F16)
|
100% |
120
4.20 IPS |
|
Object Detection (I8)
|
52% |
321
11.3 IPS |
|
Face Detection (F32)
|
100% |
348
4.00 IPS |
|
Face Detection (F16)
|
100% |
331
3.80 IPS |
|
Face Detection (I8)
|
75% |
504
5.79 IPS |
|
Text Classification (F32)
|
100% |
387
153.0 IPS |
|
Text Classification (F16)
|
100% |
397
156.9 IPS |
|
Machine Translation (F32)
|
100% |
694
107.0 IPS |
|
Machine Translation (F16)
|
100% |
684
105.4 IPS |