Upload Date | December 08 2023 03:39 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Sony Xperia XZ3 |
Model ID | Sony H9493 |
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 | 5.54 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
417
44.7 IPS |
|
Image Classification (F16)
|
100% |
537
57.5 IPS |
|
Image Classification (I8)
|
80% |
880
94.3 IPS |
|
Image Segmentation (F32)
|
100% |
296
1.83 IPS |
|
Image Segmentation (F16)
|
100% |
302
1.87 IPS |
|
Image Segmentation (I8)
|
89% |
375
2.32 IPS |
|
Pose Estimation (F32)
|
100% |
288
1.16 IPS |
|
Pose Estimation (F16)
|
100% |
685
2.77 IPS |
|
Pose Estimation (I8)
|
80% |
193
0.78 IPS |
|
Object Detection (F32)
|
100% |
449
15.8 IPS |
|
Object Detection (F16)
|
100% |
431
15.1 IPS |
|
Object Detection (I8)
|
52% |
558
19.6 IPS |
|
Face Detection (F32)
|
100% |
833
9.56 IPS |
|
Face Detection (F16)
|
100% |
1018
11.7 IPS |
|
Face Detection (I8)
|
75% |
1853
21.3 IPS |
|
Text Classification (F32)
|
100% |
20
8.02 IPS |
|
Text Classification (F16)
|
100% |
20
8.09 IPS |
|
Machine Translation (F32)
|
100% |
234
36.0 IPS |
|
Machine Translation (F16)
|
100% |
244
37.6 IPS |