Experimental results on CIFAR-100

[jiequancui]

Hi, Thanks for your nice work.

From the paper, the improvements on ImageNet are obvious, which is attractive to me.
Recently, I conduct experiments on CIFAR-100 with ResNet-18 and the meta-ACON. However, the performance is not satisfactory.
Here, I want to know if you can provide some results on CIFAR-100 for reference.

Very thanks.

[cheun726]

hi ,Have you solved the problem yet?can you give me some advice?

[jiequancui]

Unfortunately, I haven't solved the problem yet. I'm still trying it on ImageNet.
I tried on CIFAR-100 with ResNet-18 and meta-ACON. The performance is still far behind the original ResNet-18.
I am wondering if the configuration of my meta-ACON-ResNet18 is correct. I replace all the relu with meta-acon in all the basic block.

[cheun726]

Have you ever run a program provided by the author？ I'm using IMAGENET dataset for the first time。 I don't know what this script means。https://raw.githubusercontent.com/soumith/imagenetloader.torch/master/valprep.sh can you give me some advice?

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------------------ 原始邮件 ------------------ 发件人: ***@***.***>; 发送时间: 2021年9月3日(星期五) 中午12:00 收件人: ***@***.***>; 抄送: ***@***.***>; ***@***.***>; 主题: Re: [nmaac/acon] Experimental results on CIFAR-100 (#13) Unfortunately, I haven't solved the problem yet. I'm still trying it on ImageNet. I tried on CIFAR-100 with ResNet-18 and meta-ACON. The performance is still far behind the original ResNet-18. I am wondering if the configuration of my meta-ACON-ResNet18 is correct. I replace all the relu with meta-acon in all the basic block. — You are receiving this because you commented. Reply to this email directly, view it on GitHub, or unsubscribe. Triage notifications on the go with GitHub Mobile for iOS or Android.

[jiequancui]

Hi,
As seen from the script, it just put images in the validation set into correct folders.
The folder named with code, like n01751748, just represents a specific class.

[cheun726]

thank you. How do I apply meta-ACON to the network structure of other tasks？for example super-resolution。Could you give me some advice？

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------------------ 原始邮件 ------------------ 发件人: "nmaac/acon" ***@***.***>; 发送时间: 2021年9月3日(星期五) 中午12:27 ***@***.***>; ***@***.******@***.***>; 主题: Re: [nmaac/acon] Experimental results on CIFAR-100 (#13) Hi, As seen from the script, it just put images in the validation set into correct folders. The folder named with code, like n01751748, just represents a specific class. — You are receiving this because you commented. Reply to this email directly, view it on GitHub, or unsubscribe. Triage notifications on the go with GitHub Mobile for iOS or Android.

[jiequancui]

Hi, I'm no familiar with the super-resolution task.

[cheun726]

thank you

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------------------ 原始邮件 ------------------ 发件人: ***@***.***>; 发送时间: 2021年9月3日(星期五) 中午12:50 收件人: ***@***.***>; 抄送: ***@***.***>; ***@***.***>; 主题: Re: [nmaac/acon] Experimental results on CIFAR-100 (#13) Hi, I'm no familiar with the super-resolution task. — You are receiving this because you commented. Reply to this email directly, view it on GitHub, or unsubscribe. Triage notifications on the go with GitHub Mobile for iOS or Android.

[cheun726]

hi . How do I set the value of --val-dir?Why did this error occur?can you give me some advice ?

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------------------ 原始邮件 ------------------ 发件人: "nmaac/acon" ***@***.***>; 发送时间: 2021年9月3日(星期五) 中午12:50 ***@***.***>; ***@***.******@***.***>; 主题: Re: [nmaac/acon] Experimental results on CIFAR-100 (#13) Hi, I'm no familiar with the super-resolution task. — You are receiving this because you commented. Reply to this email directly, view it on GitHub, or unsubscribe. Triage notifications on the go with GitHub Mobile for iOS or Android.

[cheun726]

hello， Do you know how to replace relu in network with metaacon?can you give me some advice?

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------------------ 原始邮件 ------------------ 发件人: "nmaac/acon" ***@***.***>; 发送时间: 2021年9月3日(星期五) 中午12:50 ***@***.***>; ***@***.******@***.***>; 主题: Re: [nmaac/acon] Experimental results on CIFAR-100 (#13) Hi, I'm no familiar with the super-resolution task. — You are receiving this because you commented. Reply to this email directly, view it on GitHub, or unsubscribe. Triage notifications on the go with GitHub Mobile for iOS or Android.