User | BeanBagKing |
Upload Date | February 17 2023 03:30 PM |
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 | |
---|---|
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% |
113
12.1 IPS |
|
Image Classification (F16)
|
100% |
115
12.3 IPS |
|
Image Classification (I8)
|
81% |
229
24.5 IPS |
|
Image Segmentation (F32)
|
100% |
331
2.04 IPS |
|
Image Segmentation (F16)
|
100% |
355
2.19 IPS |
|
Image Segmentation (I8)
|
89% |
688
4.25 IPS |
|
Pose Estimation (F32)
|
100% |
288
1.17 IPS |
|
Pose Estimation (F16)
|
100% |
266
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
222
0.90 IPS |
|
Object Detection (F32)
|
100% |
148
5.18 IPS |
|
Object Detection (F16)
|
100% |
140
4.90 IPS |
|
Object Detection (I8)
|
52% |
324
11.4 IPS |
|
Face Detection (F32)
|
100% |
459
5.28 IPS |
|
Face Detection (F16)
|
100% |
470
5.40 IPS |
|
Face Detection (I8)
|
75% |
515
5.91 IPS |
|
Text Classification (F32)
|
100% |
438
173.3 IPS |
|
Text Classification (F16)
|
100% |
382
151.0 IPS |
|
Machine Translation (F32)
|
100% |
692
106.6 IPS |
|
Machine Translation (F16)
|
100% |
691
106.5 IPS |