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mobilenetv2的参数设置 #15

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bleakie opened this issue Dec 30, 2019 · 10 comments
Open

mobilenetv2的参数设置 #15

bleakie opened this issue Dec 30, 2019 · 10 comments

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@bleakie
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bleakie commented Dec 30, 2019

请教:如何更优的去设置mobilenetv2的参数呢or策略?看到您yml里面的参数,觉得很多不甚合理

@tensorboy
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Hi @bleakie 可以更具体一点怎么改的更好吗,这些参数还没开始深究。。。

@bleakie
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bleakie commented Dec 31, 2019

我参考了一些centerface的论文,按照其中的方法修改batch、step等,会比你的默认好一些

@tensorboy
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谢谢分享,不知道有地方可以参考下您的么。

@bleakie
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bleakie commented Dec 31, 2019

INTERMEDIATE_CHANNEL: 64
LR_STEP: [90, 120]
EPOCHS: 142
LR: 5.e-4
SCALE_MIN: 0.5
SCALE_MAX: 1.5
BATCH_SIZE: 8
MASTER_BATCH_SIZE: 9
这些参数也是我随意设置的一些,可能不一定好,供参考吧

@bleakie
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bleakie commented Dec 31, 2019

还有,您的tensorrt转换后的trt效果会有很大的差异

@tensorboy
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好的谢谢分享,我试下这个参数。

tensorrt的结果我再看一下,谢谢!

@bleakie
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bleakie commented Jan 15, 2020

楼主有研究过将centernet转成caffe model吗?

@Dantju
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Dantju commented Mar 6, 2020

@bleakie centernet的issue中有转caffemodel的连接,可参考一下

@Dantju
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Dantju commented Mar 6, 2020

@bleakie 有发现multi_pose任务中的PD任务相比ctdet任务的PD效果下降明显吗,有想法怎样去提升multi_pose任务中的PD任务效果吗

@BaofengZan
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@Dantju 你好,我也发现了这个问题,你有啥好的解决思路吗?

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