Upload Date | March 16 2022 08:39 PM |
Views | 17 |
System Information | |
---|---|
Operating System | Android 11 |
Model | HONOR TFY-LX1 |
Model ID | HONOR TFY-LX1 |
Motherboard | TFYLCQ |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3337 revision 0 |
Base Frequency | 1.90 GHz |
Cluster 1 | 4 Cores @ 1.90 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 5.53 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
95
10.2 IPS |
|
Image Classification (F16)
|
100% |
99
10.6 IPS |
|
Image Classification (I8)
|
81% |
222
23.8 IPS |
|
Image Segmentation (F32)
|
100% |
165
1.02 IPS |
|
Image Segmentation (F16)
|
100% |
165
1.02 IPS |
|
Image Segmentation (I8)
|
89% |
453
2.80 IPS |
|
Pose Estimation (F32)
|
100% |
80
0.32 IPS |
|
Pose Estimation (F16)
|
100% |
73
0.30 IPS |
|
Pose Estimation (I8)
|
80% |
134
0.54 IPS |
|
Object Detection (F32)
|
100% |
126
4.41 IPS |
|
Object Detection (F16)
|
100% |
129
4.54 IPS |
|
Object Detection (I8)
|
52% |
202
7.07 IPS |
|
Face Detection (F32)
|
100% |
165
1.89 IPS |
|
Face Detection (F16)
|
100% |
162
1.86 IPS |
|
Face Detection (I8)
|
75% |
323
3.72 IPS |
|
Text Classification (F32)
|
100% |
101
39.8 IPS |
|
Text Classification (F16)
|
100% |
102
40.5 IPS |
|
Machine Translation (F32)
|
100% |
114
17.5 IPS |
|
Machine Translation (F16)
|
100% |
113
17.4 IPS |