Google Pixel 3 XL
Geekbench ML Score
436
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64
Result Information
| Upload Date | September 26 2022 11:17 AM |
| Views | 1 |
System Information
| 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 | NNAPI |
| Device | |
Inference Performance
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
552
59.1 IPS |
|
|
Image Classification (F16)
|
100% |
774
82.9 IPS |
|
|
Image Classification (I8)
|
80% |
1157
124.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
658
4.06 IPS |
|
|
Image Segmentation (F16)
|
100% |
758
4.68 IPS |
|
|
Image Segmentation (I8)
|
89% |
2295
14.2 IPS |
|
|
Pose Estimation (F32)
|
100% |
283
1.14 IPS |
|
|
Pose Estimation (F16)
|
100% |
681
2.75 IPS |
|
|
Pose Estimation (I8)
|
80% |
1252
5.07 IPS |
|
|
Object Detection (F32)
|
100% |
386
13.6 IPS |
|
|
Object Detection (F16)
|
100% |
526
18.4 IPS |
|
|
Object Detection (I8)
|
52% |
555
19.5 IPS |
|
|
Face Detection (F32)
|
100% |
821
9.43 IPS |
|
|
Face Detection (F16)
|
97% |
999
11.5 IPS |
|
|
Face Detection (I8)
|
75% |
1902
21.8 IPS |
|
|
Text Classification (F32)
|
54% |
11
4.43 IPS |
|
|
Text Classification (F16)
|
54% |
10
4.03 IPS |
|
|
Machine Translation (F32)
|
100% |
235
36.3 IPS |
|
|
Machine Translation (F16)
|
100% |
235
36.3 IPS |
