[train][2.7][2/n] cherry-picks for documentations, tests, examples #39195
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Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
… (small)` (ray-project#39047) Signed-off-by: Justin Yu <justinvyu@anyscale.com>
Our API change from `tune.report()` to `train.report()` can lead to namespace clashes when the training function is called `train`. This has been an issue in many test migrations, including ray-project#39050 and the current failure of ray-project#38493. This PR does a global replace of all training function defined as `def train(config)` with `def train_fn(config)` to avoid future clashes. Signed-off-by: Kai Fricke <kai@anyscale.com>
…oject#39096) Re-organize data loading performance tips. We want the caching and the CPU nodes sections to be together since they are both addressing the same problems of optimizing performance when you have expensive CPU preprocessing, and the latter references the former. Signed-off-by: Amog Kamsetty <amogkam@users.noreply.github.com>
…oject#39108) Signed-off-by: Justin Yu <justinvyu@anyscale.com>
…PI. (ray-project#39014) Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
…endencies (ray-project#39049) Signed-off-by: Justin Yu <justinvyu@anyscale.com>
Removes remaining calls to checkpoint.dir_or_data in the wandb/comet integrations Signed-off-by: Kai Fricke <kai@anyscale.com>
…r`, and `reporter` (ray-project#39093) Signed-off-by: Justin Yu <justinvyu@anyscale.com>
…g Example (ray-project#39117) Signed-off-by: Yunxuan Xiao <xiaoyunxuan1998@gmail.com> Co-authored-by: matthewdeng <matthew.j.deng@gmail.com>
…-project#39121) Signed-off-by: Justin Yu <justinvyu@anyscale.com>
…-project#38009) Signed-off-by: Yunxuan Xiao <xiaoyunxuan1998@gmail.com> Co-authored-by: matthewdeng <matthew.j.deng@gmail.com>
…ity with `RAY_CHDIR_TO_TRIAL_DIR` env var (ray-project#39107) Signed-off-by: Justin Yu <justinvyu@anyscale.com>
…project#39187) Signed-off-by: Justin Yu <justinvyu@anyscale.com>
Signed-off-by: Kai Fricke <kai@anyscale.com> Co-authored-by: matthewdeng <matthew.j.deng@gmail.com>
zhe-thoughts
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Sep 1, 2023
matthewdeng
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matthewdeng
requested review from
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Why are these changes needed?
Related issue number
Checks
git commit -s) in this PR.scripts/format.shto lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/under thecorresponding
.rstfile.