[GitHub] roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12
roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12 URL: https://github.com/apache/incubator-mxnet/issues/8494#issuecomment-342100827 Interesting. This is solved since 0.12.1. Close this as fixed. This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
[GitHub] roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12
roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12 URL: https://github.com/apache/incubator-mxnet/issues/8494#issuecomment-341889588 That's what I have done already. It won't work for my code since 0.12. This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
[GitHub] roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12
roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12 URL: https://github.com/apache/incubator-mxnet/issues/8494#issuecomment-341868942 I tried and that won't help. This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
[GitHub] roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12
roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12 URL: https://github.com/apache/incubator-mxnet/issues/8494#issuecomment-341035769 Here is the code that behaves differently between those two builds: https://github.com/roggiezhang-nv/mxnet-sample. You can run the notebook under notebooks/classic_style_transfer.ipynb to check that if the style transfer works with the two builds. This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
[GitHub] roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12
roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12 URL: https://github.com/apache/incubator-mxnet/issues/8494#issuecomment-341031819 To narrow down the issue, I tried to install several beta versions of 0.11.1. And finally, I found the changelist breaks my code is between mxnet-cu80 0.11.1b20170829 and mxnet-cu80 0.11.1b20170901. Anybody could help on this? If you need, I'll list my code for you to check. Thanks. This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
[GitHub] roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12
roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12 URL: https://github.com/apache/incubator-mxnet/issues/8494#issuecomment-340989454 OK. Does that more make sense if it returns with all ones from a user point. By the way, this is not the true problem I want to emphasize. I just found 0.12 behaves a lot differently in autograd as 0.11. I have a piece of code that has been broken in 0.12 while it's working in 0.11, here is the snippet of what it's doing: ``` a is a mx.nd.array a.attach_grad() loss = 0 with autograd.record(): for each target: loss = loss + LOSS_FUNCTION(a, target) loss.backward() Update gradient with a.grad ``` In 0.11, this works without any issues. But after switching to 0.12, this is broken with a.grad equals to zero. So I just want to understand any important changes in 0.12 about autograd. This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
[GitHub] roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12
roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12 URL: https://github.com/apache/incubator-mxnet/issues/8494#issuecomment-340985979 The question is version 0.11 will do that computation. This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
[GitHub] roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12
roggiezhang-nv commented on issue #8494: Autograd bug in mxnet-cu80: 0.12 URL: https://github.com/apache/incubator-mxnet/issues/8494#issuecomment-340985979 The question is 0.11 will do that computation. This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
