Upload Date | August 13 2023 09:13 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 9 |
Model | Sony H4133 |
Model ID | Sony H4133 |
Motherboard | sdm660 |
Governor | interactive |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 10 part 2049 revision 4 |
Base Frequency | 2.21 GHz |
Cluster 1 | 4 Cores @ 1.84 GHz |
Cluster 2 | 4 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 2.67 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
56
6.03 IPS |
|
Image Classification (F16)
|
100% |
54
5.79 IPS |
|
Image Classification (I8)
|
81% |
133
14.3 IPS |
|
Image Segmentation (F32)
|
100% |
107
0.66 IPS |
|
Image Segmentation (F16)
|
100% |
107
0.66 IPS |
|
Image Segmentation (I8)
|
89% |
335
2.07 IPS |
|
Pose Estimation (F32)
|
100% |
54
0.22 IPS |
|
Pose Estimation (F16)
|
100% |
55
0.22 IPS |
|
Pose Estimation (I8)
|
80% |
87
0.35 IPS |
|
Object Detection (F32)
|
100% |
82
2.88 IPS |
|
Object Detection (F16)
|
100% |
88
3.08 IPS |
|
Object Detection (I8)
|
52% |
144
5.04 IPS |
|
Face Detection (F32)
|
100% |
120
1.38 IPS |
|
Face Detection (F16)
|
100% |
120
1.38 IPS |
|
Face Detection (I8)
|
75% |
244
2.80 IPS |
|
Text Classification (F32)
|
100% |
71
28.0 IPS |
|
Text Classification (F16)
|
100% |
71
28.0 IPS |
|
Machine Translation (F32)
|
100% |
15
2.27 IPS |
|
Machine Translation (F16)
|
100% |
15
2.26 IPS |