| Upload Date | September 08 2023 05:54 AM |
| Views | 3 |
| System Information | |
|---|---|
| Operating System | Android 14 |
| 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 | 11.19 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
405
43.4 IPS |
|
|
Image Classification (F16)
|
100% |
412
44.1 IPS |
|
|
Image Classification (I8)
|
81% |
500
53.6 IPS |
|
|
Image Segmentation (F32)
|
100% |
2000
12.4 IPS |
|
|
Image Segmentation (F16)
|
100% |
3792
23.4 IPS |
|
|
Image Segmentation (I8)
|
89% |
3616
22.3 IPS |
|
|
Pose Estimation (F32)
|
100% |
874
3.54 IPS |
|
|
Pose Estimation (F16)
|
0% |
2160
8.74 IPS |
|
|
Pose Estimation (I8)
|
0% |
2159
8.74 IPS |
|
|
Object Detection (F32)
|
100% |
433
15.2 IPS |
|
|
Object Detection (F16)
|
99% |
579
20.3 IPS |
|
|
Object Detection (I8)
|
54% |
541
19.0 IPS |
|
|
Face Detection (F32)
|
100% |
1409
16.2 IPS |
|
|
Face Detection (F16)
|
97% |
2198
25.3 IPS |
|
|
Face Detection (I8)
|
75% |
2095
24.1 IPS |
|
|
Text Classification (F32)
|
100% |
284
112.2 IPS |
|
|
Text Classification (F16)
|
46% |
272
107.6 IPS |
|
|
Machine Translation (F32)
|
100% |
690
106.3 IPS |
|
|
Machine Translation (F16)
|
100% |
690
106.3 IPS |