| Upload Date | May 03 2023 05:56 AM |
| Views | 2 |
| System Information | |
|---|---|
| Operating System | Android 13 |
| Model | Google Pixel 7 Pro |
| Model ID | Google Pixel 7 Pro |
| Motherboard | cheetah |
| 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 @ 2.35 GHz |
| Cluster 3 | 2 Cores @ 2.85 GHz |
| Memory Information | |
|---|---|
| Size | 11.15 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
466
49.9 IPS |
|
|
Image Classification (F16)
|
100% |
612
65.5 IPS |
|
|
Image Classification (I8)
|
81% |
567
60.7 IPS |
|
|
Image Segmentation (F32)
|
100% |
1953
12.1 IPS |
|
|
Image Segmentation (F16)
|
100% |
3637
22.5 IPS |
|
|
Image Segmentation (I8)
|
89% |
3435
21.2 IPS |
|
|
Pose Estimation (F32)
|
100% |
740
2.99 IPS |
|
|
Pose Estimation (F16)
|
0% |
2175
8.80 IPS |
|
|
Pose Estimation (I8)
|
0% |
2197
8.89 IPS |
|
|
Object Detection (F32)
|
100% |
446
15.7 IPS |
|
|
Object Detection (F16)
|
99% |
567
19.9 IPS |
|
|
Object Detection (I8)
|
54% |
575
20.2 IPS |
|
|
Face Detection (F32)
|
100% |
1583
18.2 IPS |
|
|
Face Detection (F16)
|
97% |
2409
27.7 IPS |
|
|
Face Detection (I8)
|
75% |
2229
25.6 IPS |
|
|
Text Classification (F32)
|
100% |
233
92.3 IPS |
|
|
Text Classification (F16)
|
46% |
297
117.4 IPS |
|
|
Machine Translation (F32)
|
100% |
680
104.7 IPS |
|
|
Machine Translation (F16)
|
100% |
678
104.5 IPS |