Upload Date | September 26 2022 11:44 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 6T |
Model ID | OnePlus ONEPLUS A6013 |
Motherboard | sdm845 |
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 | 7.46 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
166
17.7 IPS |
|
Image Classification (F16)
|
100% |
169
18.1 IPS |
|
Image Classification (I8)
|
81% |
166
17.8 IPS |
|
Image Segmentation (F32)
|
100% |
318
1.97 IPS |
|
Image Segmentation (F16)
|
100% |
322
1.99 IPS |
|
Image Segmentation (I8)
|
89% |
678
4.19 IPS |
|
Pose Estimation (F32)
|
100% |
136
0.55 IPS |
|
Pose Estimation (F16)
|
100% |
131
0.53 IPS |
|
Pose Estimation (I8)
|
80% |
203
0.82 IPS |
|
Object Detection (F32)
|
100% |
236
8.27 IPS |
|
Object Detection (F16)
|
100% |
236
8.29 IPS |
|
Object Detection (I8)
|
52% |
261
9.16 IPS |
|
Face Detection (F32)
|
100% |
303
3.48 IPS |
|
Face Detection (F16)
|
100% |
301
3.46 IPS |
|
Face Detection (I8)
|
75% |
439
5.04 IPS |
|
Text Classification (F32)
|
100% |
199
78.8 IPS |
|
Text Classification (F16)
|
100% |
202
80.1 IPS |
|
Machine Translation (F32)
|
100% |
234
36.1 IPS |
|
Machine Translation (F16)
|
100% |
232
35.7 IPS |