| User | Kn0wn |
| Upload Date | August 08 2022 03:34 AM |
| Views | 5 |
| 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% |
168
18.0 IPS |
|
|
Image Classification (F16)
|
100% |
198
21.2 IPS |
|
|
Image Classification (I8)
|
81% |
250
26.7 IPS |
|
|
Image Segmentation (F32)
|
100% |
399
2.47 IPS |
|
|
Image Segmentation (F16)
|
100% |
397
2.45 IPS |
|
|
Image Segmentation (I8)
|
89% |
691
4.27 IPS |
|
|
Pose Estimation (F32)
|
100% |
185
0.75 IPS |
|
|
Pose Estimation (F16)
|
100% |
178
0.72 IPS |
|
|
Pose Estimation (I8)
|
80% |
207
0.84 IPS |
|
|
Object Detection (F32)
|
100% |
199
6.99 IPS |
|
|
Object Detection (F16)
|
100% |
197
6.91 IPS |
|
|
Object Detection (I8)
|
52% |
324
11.4 IPS |
|
|
Face Detection (F32)
|
100% |
421
4.84 IPS |
|
|
Face Detection (F16)
|
100% |
413
4.75 IPS |
|
|
Face Detection (I8)
|
75% |
529
6.08 IPS |
|
|
Text Classification (F32)
|
100% |
510
201.8 IPS |
|
|
Text Classification (F16)
|
100% |
532
210.4 IPS |
|
|
Machine Translation (F32)
|
100% |
624
96.2 IPS |
|
|
Machine Translation (F16)
|
100% |
624
96.1 IPS |