User | hass |
Upload Date | October 28 2023 01:02 AM |
Views | 2 |
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 | 11.17 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
520
55.7 IPS |
|
Image Classification (F16)
|
100% |
682
73.1 IPS |
|
Image Classification (I8)
|
81% |
481
51.6 IPS |
|
Image Segmentation (F32)
|
100% |
1964
12.1 IPS |
|
Image Segmentation (F16)
|
100% |
4076
25.2 IPS |
|
Image Segmentation (I8)
|
89% |
3756
23.2 IPS |
|
Pose Estimation (F32)
|
100% |
875
3.54 IPS |
|
Pose Estimation (F16)
|
0% |
2285
9.24 IPS |
|
Pose Estimation (I8)
|
0% |
2186
8.85 IPS |
|
Object Detection (F32)
|
100% |
433
15.2 IPS |
|
Object Detection (F16)
|
99% |
572
20.1 IPS |
|
Object Detection (I8)
|
54% |
582
20.4 IPS |
|
Face Detection (F32)
|
100% |
1537
17.7 IPS |
|
Face Detection (F16)
|
97% |
2693
30.9 IPS |
|
Face Detection (I8)
|
75% |
2286
26.3 IPS |
|
Text Classification (F32)
|
100% |
254
100.3 IPS |
|
Text Classification (F16)
|
46% |
323
127.8 IPS |
|
Machine Translation (F32)
|
100% |
705
108.7 IPS |
|
Machine Translation (F16)
|
100% |
696
107.2 IPS |