Upload Date | August 08 2023 07:47 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 12 |
Model | INFINIX Infinix X6517 |
Model ID | INFINIX Infinix X6517 |
Motherboard | X6517RU |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Unisoc |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3333 revision 0 |
Base Frequency | 1.20 GHz |
Cluster 1 | 4 Cores @ 1.20 GHz |
Cluster 2 | 4 Cores @ 1.60 GHz |
Memory Information | |
---|---|
Size | 2.79 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
119
12.8 IPS |
|
Image Classification (F16)
|
61% |
148
15.8 IPS |
|
Image Classification (I8)
|
80% |
129
13.8 IPS |
|
Image Segmentation (F32)
|
100% |
90
0.55 IPS |
|
Image Segmentation (F16)
|
100% |
90
0.55 IPS |
|
Image Segmentation (I8)
|
89% |
97
0.60 IPS |
|
Pose Estimation (F32)
|
100% |
105
0.43 IPS |
|
Pose Estimation (F16)
|
100% |
132
0.54 IPS |
|
Pose Estimation (I8)
|
87% |
128
0.52 IPS |
|
Object Detection (F32)
|
100% |
107
3.77 IPS |
|
Object Detection (F16)
|
60% |
122
4.27 IPS |
|
Object Detection (I8)
|
42% |
117
4.09 IPS |
|
Face Detection (F32)
|
100% |
220
2.53 IPS |
|
Face Detection (F16)
|
96% |
274
3.15 IPS |
|
Face Detection (I8)
|
74% |
213
2.45 IPS |
|
Text Classification (F32)
|
100% |
130
51.4 IPS |
|
Text Classification (F16)
|
54% |
168
66.3 IPS |
|
Machine Translation (F32)
|
100% |
17
2.64 IPS |
|
Machine Translation (F16)
|
100% |
17
2.64 IPS |