Upload Date | September 26 2022 11:13 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Google Pixel 3 XL |
Model ID | Google Pixel 3 XL |
Motherboard | crosshatch |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 6 part 2050 revision 13 |
Base Frequency | 1.77 GHz |
Cluster 1 | 4 Cores @ 1.77 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Memory Information | |
---|---|
Size | 3.50 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
652
69.8 IPS |
|
Image Classification (F16)
|
100% |
1086
116.3 IPS |
|
Image Classification (I8)
|
80% |
1066
114.2 IPS |
|
Image Segmentation (F32)
|
100% |
1459
9.01 IPS |
|
Image Segmentation (F16)
|
100% |
2335
14.4 IPS |
|
Image Segmentation (I8)
|
89% |
2305
14.2 IPS |
|
Pose Estimation (F32)
|
100% |
719
2.91 IPS |
|
Pose Estimation (F16)
|
100% |
1307
5.29 IPS |
|
Pose Estimation (I8)
|
80% |
1298
5.25 IPS |
|
Object Detection (F32)
|
100% |
359
12.6 IPS |
|
Object Detection (F16)
|
99% |
525
18.4 IPS |
|
Object Detection (I8)
|
53% |
507
17.8 IPS |
|
Face Detection (F32)
|
100% |
1234
14.2 IPS |
|
Face Detection (F16)
|
97% |
2042
23.5 IPS |
|
Face Detection (I8)
|
76% |
1823
20.9 IPS |
|
Text Classification (F32)
|
100% |
445
176.0 IPS |
|
Text Classification (F16)
|
98% |
466
184.1 IPS |
|
Machine Translation (F32)
|
100% |
230
35.4 IPS |
|
Machine Translation (F16)
|
100% |
233
35.9 IPS |