Itsanewday

[Hi,] when i reproduce this model on cifar10, i find that the validation error is very unstable. For the first 200 epochs,the top1 error is fluctuating between 0.15 to 0.35....

validation top1 error is odd

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Hi I trained a densenet according the paper on cifar10.The top1 error of test set is odd. The result is saved in this file. [net-train.pdf](https://github.com/liuzhuang13/DenseNet/files/1618831/net-train.pdf) How can i make the...

作者你好，最近才看到这篇关于长尾数据分类的论文。有一些地方不是很明白。 1)论文指出验证或测试时才需要消除头部偏移的影响，那么消除头部偏移影响后，模型在训练集上的表现如何？ 2)该偏移可以看作零输入的特征输出，那么能否将网络中所有卷积和BatchNormalization的bias均设置为否？ 3) alpha的含义是什么，为什么可以大于1  谢谢

论文复现

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作者您好，首先感谢公开代码。我想问下论文里与其他公开的论文结果做了一些比较，这些其他论文的结果是您自己复现的吗？比如SMORE，它是针对每个样本单独训练一个超分辨模型，请问这个该怎么实现？谢谢

The difference between the original version and the latest version

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Hi, Recently, i read the articles about wide residual networks. I found that the latest version top1err is slightly better than the first version. 4.00% vs 4.17%, 4.27% vs 4.81%，4.53%...

In the Identity Mapping, the author claimed that pre-activation is better than post-activation, but i find that in the ResNext , the residual blocks are the original post activation residual...

Hi, I try to train a nnUNetTrainerV2_MedNeXt_L_kernel3 and find that it is much slower than the basic nnUNet. When i train the model on 3090, the basic ResencUNet takes about...

[QUESTION]: How to search with partition_name when using AsyncMilvusClient?

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### Is there an existing issue for this? - [x] I have searched the existing issues ### What is your question? I created a few partitions(with name like "math", "physics"...

[Bug]: Can not search with filter

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### Is there an existing issue for this? - [x] I have searched the existing issues ### Environment ```markdown - Milvus version: - Deployment mode standalone - MQ type(rocksmq, pulsar...

参考 https://lmdeploy.readthedocs.io/en/latest/get_started/maca/get_started.html 下载提供的lmdeploy镜像，并采用docker compose 部署. 文件如下 version: "3.8" x-common: &common pull_policy: always # always, never, missing, build restart: unless-stopped stop_signal: SIGINT stop_grace_period: 1m logging: driver: "json-file" options: max-file: "10" max-size:...