Upload Date | September 19 2024 06:04 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Google Pixel 2 XL |
Model ID | Google Pixel 2 XL |
Motherboard | taimen |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 10 part 2048 revision 1 |
Base Frequency | 1.90 GHz |
Cluster 1 | 4 Cores @ 1.90 GHz |
Cluster 2 | 4 Cores @ 2.46 GHz |
Memory Information | |
---|---|
Size | 3.58 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
120
12.9 IPS |
|
Image Classification (F16)
|
100% |
118
12.6 IPS |
|
Image Classification (I8)
|
81% |
137
14.6 IPS |
|
Image Segmentation (F32)
|
100% |
185
1.14 IPS |
|
Image Segmentation (F16)
|
100% |
183
1.13 IPS |
|
Image Segmentation (I8)
|
89% |
234
1.45 IPS |
|
Pose Estimation (F32)
|
100% |
73
0.29 IPS |
|
Pose Estimation (F16)
|
100% |
71
0.29 IPS |
|
Pose Estimation (I8)
|
80% |
44
0.18 IPS |
|
Object Detection (F32)
|
100% |
146
5.13 IPS |
|
Object Detection (F16)
|
100% |
151
5.30 IPS |
|
Object Detection (I8)
|
52% |
165
5.80 IPS |
|
Face Detection (F32)
|
100% |
162
1.86 IPS |
|
Face Detection (F16)
|
100% |
161
1.85 IPS |
|
Face Detection (I8)
|
75% |
178
2.05 IPS |
|
Text Classification (F32)
|
100% |
176
69.5 IPS |
|
Text Classification (F16)
|
100% |
176
69.7 IPS |
|
Machine Translation (F32)
|
100% |
137
21.2 IPS |
|
Machine Translation (F16)
|
100% |
133
20.5 IPS |