Upload Date | May 07 2024 01:49 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | XREAL Beam |
Model ID | XREAL Beam |
Motherboard | rk30sdk |
Governor | interactive |
CPU Information | |
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Name | ARM rockchip,rk3568 |
Topology | 1 Processor, 4 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3333 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Memory Information | |
---|---|
Size | 3.80 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
63
6.76 IPS |
|
Image Classification (F16)
|
100% |
140
15.0 IPS |
|
Image Classification (I8)
|
81% |
132
14.2 IPS |
|
Image Segmentation (F32)
|
100% |
118
0.73 IPS |
|
Image Segmentation (F16)
|
100% |
330
2.04 IPS |
|
Image Segmentation (I8)
|
89% |
326
2.01 IPS |
|
Pose Estimation (F32)
|
100% |
44
0.18 IPS |
|
Pose Estimation (F16)
|
0% |
136
0.55 IPS |
|
Pose Estimation (I8)
|
0% |
136
0.55 IPS |
|
Object Detection (F32)
|
100% |
74
2.59 IPS |
|
Object Detection (F16)
|
99% |
151
5.31 IPS |
|
Object Detection (I8)
|
54% |
148
5.20 IPS |
|
Face Detection (F32)
|
100% |
131
1.50 IPS |
|
Face Detection (F16)
|
97% |
299
3.44 IPS |
|
Face Detection (I8)
|
75% |
275
3.16 IPS |
|
Text Classification (F32)
|
100% |
90
35.4 IPS |
|
Text Classification (F16)
|
46% |
176
69.5 IPS |
|
Machine Translation (F32)
|
100% |
13
2.07 IPS |
|
Machine Translation (F16)
|
100% |
13
2.07 IPS |