User | lucenera |
Upload Date | May 11 2021 12:21 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 8T |
Model ID | OnePlus KB2003 |
Motherboard | kona |
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 | 7.34 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
330
35.3 IPS |
|
Image Classification (F16)
|
100% |
244
26.1 IPS |
|
Image Classification (I8)
|
81% |
212
22.7 IPS |
|
Image Segmentation (F32)
|
100% |
545
3.37 IPS |
|
Image Segmentation (F16)
|
100% |
558
3.45 IPS |
|
Image Segmentation (I8)
|
89% |
850
5.25 IPS |
|
Pose Estimation (F32)
|
100% |
249
1.01 IPS |
|
Pose Estimation (F16)
|
100% |
266
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
231
0.93 IPS |
|
Object Detection (F32)
|
100% |
315
11.1 IPS |
|
Object Detection (F16)
|
100% |
368
12.9 IPS |
|
Object Detection (I8)
|
52% |
274
9.61 IPS |
|
Face Detection (F32)
|
100% |
606
6.96 IPS |
|
Face Detection (F16)
|
100% |
532
6.12 IPS |
|
Face Detection (I8)
|
75% |
468
5.38 IPS |
|
Text Classification (F32)
|
100% |
351
138.7 IPS |
|
Text Classification (F16)
|
100% |
348
137.4 IPS |
|
Machine Translation (F32)
|
100% |
560
86.3 IPS |
|
Machine Translation (F16)
|
100% |
555
85.6 IPS |