Upload Date | June 11 2021 03:00 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus Nord |
Model ID | OnePlus AC2001 |
Motherboard | lito |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 14 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 1 Core @ 2.21 GHz |
Cluster 3 | 1 Core @ 2.40 GHz |
Memory Information | |
---|---|
Size | 7.27 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
417
44.7 IPS |
|
Image Classification (F16)
|
100% |
757
81.1 IPS |
|
Image Classification (I8)
|
80% |
661
70.8 IPS |
|
Image Segmentation (F32)
|
100% |
909
5.62 IPS |
|
Image Segmentation (F16)
|
100% |
1695
10.5 IPS |
|
Image Segmentation (I8)
|
89% |
1335
8.25 IPS |
|
Pose Estimation (F32)
|
100% |
436
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
791
3.20 IPS |
|
Pose Estimation (I8)
|
80% |
797
3.22 IPS |
|
Object Detection (F32)
|
100% |
274
9.61 IPS |
|
Object Detection (F16)
|
99% |
380
13.3 IPS |
|
Object Detection (I8)
|
53% |
252
8.83 IPS |
|
Face Detection (F32)
|
100% |
677
7.78 IPS |
|
Face Detection (F16)
|
97% |
1133
13.0 IPS |
|
Face Detection (I8)
|
76% |
987
11.3 IPS |
|
Text Classification (F32)
|
100% |
274
108.2 IPS |
|
Text Classification (F16)
|
98% |
311
122.9 IPS |
|
Machine Translation (F32)
|
100% |
301
46.4 IPS |
|
Machine Translation (F16)
|
100% |
297
45.8 IPS |