Upload Date | August 06 2022 03:42 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | rockchip BlueBerry |
Model ID | rockchip BlueBerry |
Motherboard | rk30sdk |
Governor | schedutil |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 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 |
Cluster 2 | 4 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 7.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
421
45.1 IPS |
|
Image Classification (F16)
|
100% |
722
77.4 IPS |
|
Image Classification (I8)
|
81% |
742
79.5 IPS |
|
Image Segmentation (F32)
|
100% |
994
6.14 IPS |
|
Image Segmentation (F16)
|
100% |
1551
9.58 IPS |
|
Image Segmentation (I8)
|
89% |
1602
9.90 IPS |
|
Pose Estimation (F32)
|
100% |
349
1.41 IPS |
|
Pose Estimation (F16)
|
100% |
807
3.27 IPS |
|
Pose Estimation (I8)
|
80% |
831
3.36 IPS |
|
Object Detection (F32)
|
100% |
325
11.4 IPS |
|
Object Detection (F16)
|
99% |
481
16.9 IPS |
|
Object Detection (I8)
|
54% |
492
17.3 IPS |
|
Face Detection (F32)
|
100% |
1048
12.0 IPS |
|
Face Detection (F16)
|
97% |
1822
20.9 IPS |
|
Face Detection (I8)
|
75% |
1702
19.6 IPS |
|
Text Classification (F32)
|
100% |
781
308.9 IPS |
|
Text Classification (F16)
|
98% |
1171
463.0 IPS |
|
Machine Translation (F32)
|
100% |
299
46.1 IPS |
|
Machine Translation (F16)
|
100% |
313
48.3 IPS |