Upload Date | October 16 2022 11:49 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% |
167
17.9 IPS |
|
Image Classification (F16)
|
100% |
167
17.8 IPS |
|
Image Classification (I8)
|
81% |
285
30.5 IPS |
|
Image Segmentation (F32)
|
100% |
342
2.12 IPS |
|
Image Segmentation (F16)
|
100% |
454
2.80 IPS |
|
Image Segmentation (I8)
|
89% |
907
5.60 IPS |
|
Pose Estimation (F32)
|
100% |
272
1.10 IPS |
|
Pose Estimation (F16)
|
100% |
276
1.12 IPS |
|
Pose Estimation (I8)
|
80% |
250
1.01 IPS |
|
Object Detection (F32)
|
100% |
133
4.66 IPS |
|
Object Detection (F16)
|
100% |
188
6.62 IPS |
|
Object Detection (I8)
|
52% |
314
11.0 IPS |
|
Face Detection (F32)
|
100% |
464
5.33 IPS |
|
Face Detection (F16)
|
100% |
434
4.99 IPS |
|
Face Detection (I8)
|
75% |
591
6.79 IPS |
|
Text Classification (F32)
|
100% |
403
159.2 IPS |
|
Text Classification (F16)
|
100% |
389
154.0 IPS |
|
Machine Translation (F32)
|
100% |
695
107.0 IPS |
|
Machine Translation (F16)
|
100% |
690
106.4 IPS |