Google Pixel 4 XL
Geekbench ML Score
342
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64
Result Information
| Upload Date | October 24 2021 12:44 AM |
| Views | 3 |
System Information
| System Information | |
|---|---|
| Operating System | Android 12 |
| Model | Google Pixel 4 XL |
| Model ID | Google Pixel 4 XL |
| Motherboard | coral |
| Governor | schedutil |
| CPU Information | |
|---|---|
| Name | Qualcomm Qualcomm |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
| Base Frequency | 1.78 GHz |
| Cluster 1 | 4 Cores @ 1.79 GHz |
| Cluster 2 | 3 Cores @ 2.42 GHz |
| Cluster 3 | 1 Core @ 2.84 GHz |
| Memory Information | |
|---|---|
| Size | 5.34 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
Inference Performance
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
312
33.4 IPS |
|
|
Image Classification (F16)
|
100% |
311
33.4 IPS |
|
|
Image Classification (I8)
|
81% |
188
20.1 IPS |
|
|
Image Segmentation (F32)
|
100% |
444
2.74 IPS |
|
|
Image Segmentation (F16)
|
100% |
441
2.73 IPS |
|
|
Image Segmentation (I8)
|
89% |
765
4.72 IPS |
|
|
Pose Estimation (F32)
|
100% |
224
0.91 IPS |
|
|
Pose Estimation (F16)
|
100% |
215
0.87 IPS |
|
|
Pose Estimation (I8)
|
80% |
214
0.87 IPS |
|
|
Object Detection (F32)
|
100% |
377
13.2 IPS |
|
|
Object Detection (F16)
|
100% |
372
13.0 IPS |
|
|
Object Detection (I8)
|
52% |
273
9.57 IPS |
|
|
Face Detection (F32)
|
100% |
543
6.23 IPS |
|
|
Face Detection (F16)
|
100% |
546
6.27 IPS |
|
|
Face Detection (I8)
|
75% |
487
5.59 IPS |
|
|
Text Classification (F32)
|
100% |
281
111.2 IPS |
|
|
Text Classification (F16)
|
100% |
314
124.2 IPS |
|
|
Machine Translation (F32)
|
100% |
295
45.5 IPS |
|
|
Machine Translation (F16)
|
100% |
365
56.2 IPS |
