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您好，询问一些模型训练问题 #30

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qiqiing opened this issue May 5, 2021 · 5 comments
Open

您好，询问一些模型训练问题 #30

qiqiing opened this issue May 5, 2021 · 5 comments

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@qiqiing
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qiqiing commented May 5, 2021 •
edited by HarukiYqM
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您好，您在训练模型的时候需要多少内存才能够保证训练能够正常完成呢？现在我遇到的问题是：训练能够正常启动，但是随着训练的进行，内存占用越来越大，然后会导致内存溢出。请问这是因为内存不够还是其他原因？（我只是用了您的模型，数据处理等都是用的自己的）。
@HarukiYqM
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HarukiYqM commented May 5, 2021 •
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Hi, 我的模型是在16G内存的server上训练的，内存放不下可能是由于data读取，预处理造成的。显存的话，如果放不下可以适当减小input size，参考#1

@qiqiing
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qiqiing commented May 6, 2021

Hi, 我的模型是在16G内存的server上训练的，内存放不下可能是由于data读取，预处理造成的。显存的话，如果放不下可以适当减小input size，参考#1

好的，谢谢您

@Ralapfranco
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Ralapfranco commented Apr 1, 2022 •
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你好，我的是在 16G 内存的服务器上的，内存存模型下可能是由于数据容量，造成的。如果显示不放放不下可以适当的输入大小，参考#1

好，谢谢你

hi i have a same question. my gpu is gtx 3090ti 24g .but i train x4_moedl.it tell me out of memory. and i should how to set the patch_size and batch_size?

@Ralapfranco

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@Ralapfranco
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can you help me?
1656382242860

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@HarukiYqM @qiqiing @Ralapfranco