| Upload Date | December 08 2022 05:47 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | Android 13 |
| Model | Google Pixel 6a |
| Model ID | Google Pixel 6a |
| Motherboard | bluejay |
| 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 | 5.44 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
141
15.1 IPS |
|
|
Image Classification (F16)
|
100% |
107
11.4 IPS |
|
|
Image Classification (I8)
|
81% |
237
25.4 IPS |
|
|
Image Segmentation (F32)
|
100% |
351
2.17 IPS |
|
|
Image Segmentation (F16)
|
100% |
350
2.16 IPS |
|
|
Image Segmentation (I8)
|
89% |
681
4.20 IPS |
|
|
Pose Estimation (F32)
|
100% |
238
0.96 IPS |
|
|
Pose Estimation (F16)
|
100% |
229
0.93 IPS |
|
|
Pose Estimation (I8)
|
80% |
232
0.94 IPS |
|
|
Object Detection (F32)
|
100% |
173
6.06 IPS |
|
|
Object Detection (F16)
|
100% |
139
4.88 IPS |
|
|
Object Detection (I8)
|
52% |
319
11.2 IPS |
|
|
Face Detection (F32)
|
100% |
421
4.84 IPS |
|
|
Face Detection (F16)
|
100% |
416
4.78 IPS |
|
|
Face Detection (I8)
|
75% |
509
5.85 IPS |
|
|
Text Classification (F32)
|
100% |
430
170.3 IPS |
|
|
Text Classification (F16)
|
100% |
404
159.9 IPS |
|
|
Machine Translation (F32)
|
100% |
632
97.4 IPS |
|
|
Machine Translation (F16)
|
100% |
632
97.4 IPS |
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