Upload Date | February 19 2023 03:48 AM |
Views | 3 |
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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
756
81.0 IPS |
|
Image Classification (F16)
|
100% |
5693
610.0 IPS |
|
Image Classification (I8)
|
79% |
9570
1.03 KIPS |
|
Image Segmentation (F32)
|
100% |
1091
6.74 IPS |
|
Image Segmentation (F16)
|
100% |
6810
42.1 IPS |
|
Image Segmentation (I8)
|
89% |
28127
173.7 IPS |
|
Pose Estimation (F32)
|
100% |
872
3.53 IPS |
|
Pose Estimation (F16)
|
80% |
5377
21.8 IPS |
|
Pose Estimation (I8)
|
80% |
12799
51.8 IPS |
|
Object Detection (F32)
|
100% |
601
21.1 IPS |
|
Object Detection (F16)
|
100% |
99
3.48 IPS |
|
Object Detection (I8)
|
50% |
1854
65.0 IPS |
|
Face Detection (F32)
|
100% |
1560
17.9 IPS |
|
Face Detection (F16)
|
100% |
569
6.54 IPS |
|
Face Detection (I8)
|
75% |
16947
194.7 IPS |
|
Text Classification (F32)
|
100% |
224
88.7 IPS |
|
Text Classification (F16)
|
100% |
1107
438.0 IPS |
|
Machine Translation (F32)
|
100% |
689
106.2 IPS |
|
Machine Translation (F16)
|
100% |
690
106.3 IPS |