Google Pixel 3 XL
Geekbench ML Score
214
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64
Result Information
| Upload Date | August 11 2023 09:14 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 | CPU |
| Device | |
Inference Performance
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
195
20.9 IPS |
|
|
Image Classification (F16)
|
100% |
189
20.3 IPS |
|
|
Image Classification (I8)
|
81% |
148
15.8 IPS |
|
|
Image Segmentation (F32)
|
100% |
269
1.66 IPS |
|
|
Image Segmentation (F16)
|
100% |
267
1.65 IPS |
|
|
Image Segmentation (I8)
|
89% |
561
3.46 IPS |
|
|
Pose Estimation (F32)
|
100% |
125
0.50 IPS |
|
|
Pose Estimation (F16)
|
100% |
125
0.50 IPS |
|
|
Pose Estimation (I8)
|
80% |
176
0.71 IPS |
|
|
Object Detection (F32)
|
100% |
203
7.14 IPS |
|
|
Object Detection (F16)
|
100% |
201
7.06 IPS |
|
|
Object Detection (I8)
|
52% |
227
7.96 IPS |
|
|
Face Detection (F32)
|
100% |
265
3.05 IPS |
|
|
Face Detection (F16)
|
100% |
265
3.04 IPS |
|
|
Face Detection (I8)
|
75% |
379
4.35 IPS |
|
|
Text Classification (F32)
|
100% |
192
75.8 IPS |
|
|
Text Classification (F16)
|
100% |
188
74.5 IPS |
|
|
Machine Translation (F32)
|
100% |
192
29.6 IPS |
|
|
Machine Translation (F16)
|
100% |
191
29.5 IPS |
