Upload Date | February 22 2023 01:26 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | OnePlus 8 Pro |
Model ID | OnePlus IN2021 |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 11.24 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
394
42.2 IPS |
|
Image Classification (F16)
|
100% |
399
42.8 IPS |
|
Image Classification (I8)
|
81% |
202
21.7 IPS |
|
Image Segmentation (F32)
|
100% |
599
3.70 IPS |
|
Image Segmentation (F16)
|
100% |
575
3.55 IPS |
|
Image Segmentation (I8)
|
89% |
809
5.00 IPS |
|
Pose Estimation (F32)
|
100% |
263
1.06 IPS |
|
Pose Estimation (F16)
|
100% |
260
1.05 IPS |
|
Pose Estimation (I8)
|
80% |
230
0.93 IPS |
|
Object Detection (F32)
|
100% |
357
12.5 IPS |
|
Object Detection (F16)
|
100% |
353
12.4 IPS |
|
Object Detection (I8)
|
52% |
288
10.1 IPS |
|
Face Detection (F32)
|
100% |
610
7.01 IPS |
|
Face Detection (F16)
|
100% |
550
6.32 IPS |
|
Face Detection (I8)
|
75% |
511
5.88 IPS |
|
Text Classification (F32)
|
100% |
365
144.3 IPS |
|
Text Classification (F16)
|
100% |
370
146.2 IPS |
|
Machine Translation (F32)
|
100% |
561
86.5 IPS |
|
Machine Translation (F16)
|
100% |
564
87.0 IPS |