User | edugas |
Upload Date | October 12 2022 05:15 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 | |
---|---|
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
117
12.6 IPS |
|
Image Classification (F16)
|
100% |
114
12.2 IPS |
|
Image Classification (I8)
|
81% |
228
24.4 IPS |
|
Image Segmentation (F32)
|
100% |
341
2.11 IPS |
|
Image Segmentation (F16)
|
100% |
347
2.14 IPS |
|
Image Segmentation (I8)
|
89% |
812
5.02 IPS |
|
Pose Estimation (F32)
|
100% |
262
1.06 IPS |
|
Pose Estimation (F16)
|
100% |
242
0.98 IPS |
|
Pose Estimation (I8)
|
80% |
254
1.03 IPS |
|
Object Detection (F32)
|
100% |
151
5.29 IPS |
|
Object Detection (F16)
|
100% |
144
5.05 IPS |
|
Object Detection (I8)
|
52% |
320
11.2 IPS |
|
Face Detection (F32)
|
100% |
375
4.31 IPS |
|
Face Detection (F16)
|
100% |
388
4.46 IPS |
|
Face Detection (I8)
|
75% |
517
5.94 IPS |
|
Text Classification (F32)
|
100% |
394
155.7 IPS |
|
Text Classification (F16)
|
100% |
383
151.7 IPS |
|
Machine Translation (F32)
|
100% |
639
98.5 IPS |
|
Machine Translation (F16)
|
100% |
631
97.3 IPS |