| Upload Date | August 13 2023 09:13 AM |
| Views | 2 |
| 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 |