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                                            mash

add mixup to dataset.pipeline

call mixup in runner shold be better! implement a MixupIterateRunner with "datahook" ,mixup/other data operator can implement as datahook

i find the decoder which in your implementation is conv2d,and it is different with MPLDecoder which used in segformer paper ?

the MixFeedForward is alse only used conv2d @ lucidrains

i find the decoder which in your implementation is conv2d,and it is different with MPLDecoder which used in segformer paper ?

a conv2d of kernel size of 1 is pointwise conv,and it's parameters reused for all point, did i make a mistake?

i find the decoder which in your implementation is conv2d,and it is different with MPLDecoder which used in segformer paper ?

maybe use the pointwise conv to change feature channels is faster,but i think the grouped conv with groups=channels and kernelsize = HxW equal to linear

jprotobuf-2.0.2-jar-with-dependencies.jar，centos7环境，jdk 1.8.0_112

我也遇到这个问题了 sprint boot 项目在eclipse直接run as java application没有问题 java -jar xxx.jar就出现这个错误提示是不是类加载的问题

jprotobuf-2.0.2-jar-with-dependencies.jar，centos7环境，jdk 1.8.0_112

@jhunter 谢谢，使用precompile问题解决了

jprotobuf-2.0.2-jar-with-dependencies.jar，centos7环境，jdk 1.8.0_112

@jhunters spring boot项目,messageconvertor,decode没有问题，encode时遇到类找不到问题 `java.lang.NoClassDefFoundError: Could not initialize class com.baidu.bjf.remoting.protobuf.CodedConstant at com.hyc.sxcloud.das.domain.CommonResponse$$JProtoBufClass.encode(CommonResponse$$JProtoBufClass.java:13) ~[classes!/:2.0] at com.hyc.sxcloud.das.domain.CommonResponse$$JProtoBufClass.encode(CommonResponse$$JProtoBufClass.java:9) ~[classes!/:2.0] at com.hyc.sxcloud.das.utils.JProtobufHttpMessageConverter.writeInternal(JProtobufHttpMessageConverter.java:80) ~[classes!/:2.0] at org.springframework.http.converter.AbstractHttpMessageConverter.write(AbstractHttpMessageConverter.java:227) ~[spring-web-4.3.9.RELEASE.jar!/:4.3.9.RELEASE] at org.springframework.web.servlet.mvc.method.annotation.AbstractMessageConverterMethodProcessor.writeWithMessageConverters(AbstractMessageConverterMethodProcessor.java:247) ~[spring-webmvc-4.3.9.RELEASE.jar!/:4.3.9.RELEASE]`

jprotobuf-2.0.2-jar-with-dependencies.jar，centos7环境，jdk 1.8.0_112

用2.0.7没有问题

the 2d relative position embedding is not Inductive,maybe the FLOATER embedding is better

> yea you are right, but I'm just being faithful to the original implementation > > Can you drop the link to the paper with the better positional encoding you...