Zhanghao Wu comments

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                                            Zhanghao Wu

Can not get the result as the paper if train the transformer from scratch.

Hi, Thank you for asking! I am not sure what causes the problem without the training command you use. Maybe you could check the training data and validation data to...

could you share the tensorboard log file? thank you so much!

Thank you for asking! We will prepare the tensorboard file for release.

Export model to ONNX

Thank you for asking! We did not support the convention of the model to ONNX format. We are appreciated it if anyone would like to contribute for that. ;)

Fix unnecessary ssh hanging issue on Ray

This is a great catch! It is very hard to find. A quick question, if the cluster is ready at the first attempt, checking the actual termination state may cause...

Fix unnecessary ssh hanging issue on Ray

Is this still a problem after PR #969 was merged @infwinston ?

[Spot] Exposing a way to specify the max number of simultaneous spot jobs

> Seems like this can affect non-spot jobs as well? Yes, since they only run CPU tasks right now, and the resource requirement of a non-spot job is not configurable,...

[Storage] Upload multiple files to the same bucket with different directories

> Is it possible for the user to organize their files into a local hierarchy however they want, then simply specify the root of the hierarchy in the source? >...

[Sky Launch] User's `workdir` name should match Cloud's `workdir` name

[Here](https://docs.google.com/document/d/1l0h1I4eB5wptVAFK137oKB5C_7LJRPkJAEu9_EkvFPY/edit?usp=sharing) are some of the possible solutions for how to deal with the `workdir` after a discussion with @concretevitamin and @romilbhardwaj , but for now, we can stick with modifying...

Authentication fails after deleting an existing sky-key

Related to this: `ray up` creates a new spot controller due to the private key changed in the ray yaml.