Upload Date | November 26 2022 04:56 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 | |
---|---|
Size | 11.25 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
118
12.7 IPS |
|
Image Classification (F16)
|
100% |
127
13.6 IPS |
|
Image Classification (I8)
|
81% |
277
29.7 IPS |
|
Image Segmentation (F32)
|
100% |
324
2.00 IPS |
|
Image Segmentation (F16)
|
100% |
343
2.12 IPS |
|
Image Segmentation (I8)
|
89% |
899
5.55 IPS |
|
Pose Estimation (F32)
|
100% |
280
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
285
1.16 IPS |
|
Pose Estimation (I8)
|
80% |
251
1.02 IPS |
|
Object Detection (F32)
|
100% |
163
5.70 IPS |
|
Object Detection (F16)
|
100% |
138
4.86 IPS |
|
Object Detection (I8)
|
52% |
312
11.0 IPS |
|
Face Detection (F32)
|
100% |
437
5.02 IPS |
|
Face Detection (F16)
|
100% |
439
5.05 IPS |
|
Face Detection (I8)
|
75% |
589
6.77 IPS |
|
Text Classification (F32)
|
100% |
374
147.9 IPS |
|
Text Classification (F16)
|
100% |
392
155.2 IPS |
|
Machine Translation (F32)
|
100% |
691
106.4 IPS |
|
Machine Translation (F16)
|
100% |
690
106.4 IPS |