| User | timbro |
| Upload Date | February 13 2023 05:21 AM |
| Views | 2 |
| 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% |
119
12.8 IPS |
|
|
Image Classification (F16)
|
100% |
112
12.0 IPS |
|
|
Image Classification (I8)
|
81% |
230
24.7 IPS |
|
|
Image Segmentation (F32)
|
100% |
350
2.16 IPS |
|
|
Image Segmentation (F16)
|
100% |
362
2.24 IPS |
|
|
Image Segmentation (I8)
|
89% |
697
4.30 IPS |
|
|
Pose Estimation (F32)
|
100% |
269
1.09 IPS |
|
|
Pose Estimation (F16)
|
100% |
258
1.04 IPS |
|
|
Pose Estimation (I8)
|
80% |
243
0.98 IPS |
|
|
Object Detection (F32)
|
100% |
145
5.10 IPS |
|
|
Object Detection (F16)
|
100% |
135
4.75 IPS |
|
|
Object Detection (I8)
|
52% |
318
11.2 IPS |
|
|
Face Detection (F32)
|
100% |
479
5.50 IPS |
|
|
Face Detection (F16)
|
100% |
469
5.39 IPS |
|
|
Face Detection (I8)
|
75% |
503
5.78 IPS |
|
|
Text Classification (F32)
|
100% |
432
171.0 IPS |
|
|
Text Classification (F16)
|
100% |
429
169.6 IPS |
|
|
Machine Translation (F32)
|
100% |
689
106.2 IPS |
|
|
Machine Translation (F16)
|
100% |
726
111.8 IPS |