User | mchus |
Upload Date | August 13 2023 09:01 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 6 |
Model ID | Google Pixel 6 |
Motherboard | oriole |
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 | 7.41 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
751
80.5 IPS |
|
Image Classification (F16)
|
100% |
5678
608.4 IPS |
|
Image Classification (I8)
|
79% |
9546
1.02 KIPS |
|
Image Segmentation (F32)
|
100% |
1112
6.87 IPS |
|
Image Segmentation (F16)
|
100% |
6794
42.0 IPS |
|
Image Segmentation (I8)
|
89% |
28538
176.3 IPS |
|
Pose Estimation (F32)
|
100% |
865
3.50 IPS |
|
Pose Estimation (F16)
|
80% |
5294
21.4 IPS |
|
Pose Estimation (I8)
|
80% |
12489
50.5 IPS |
|
Object Detection (F32)
|
100% |
659
23.1 IPS |
|
Object Detection (F16)
|
100% |
119
4.17 IPS |
|
Object Detection (I8)
|
50% |
1802
63.2 IPS |
|
Face Detection (F32)
|
100% |
1622
18.6 IPS |
|
Face Detection (F16)
|
100% |
573
6.58 IPS |
|
Face Detection (I8)
|
75% |
16878
193.9 IPS |
|
Text Classification (F32)
|
100% |
228
90.1 IPS |
|
Text Classification (F16)
|
100% |
1097
433.7 IPS |
|
Machine Translation (F32)
|
100% |
678
104.4 IPS |
|
Machine Translation (F16)
|
100% |
679
104.6 IPS |