Xiaoshuang Liu
Xiaoshuang Liu
## Why are these changes needed? Currently, each chart on the Metrics page is continuously refreshing, which can put strain on the network and frontend. In our application with @nemo9cby...
## Why are these changes needed? We are looking to expand the hardware support range of Ray Train by incorporating Huawei Ascend NPU support. However, as the number of hardware...
## Why are these changes needed? Currently, RLlib learner does not support scheduling custom resources, users can only use GPUs to accelerate training. This feature will enable users to build...
## Why are these changes needed? The current method of passing the `job_id` while retrieving task information in the dashboard appears to be ineffective, resulting in fetching all task information...
## Why are these changes needed? Currently, when Ray need to collect total resources of all alive nodes, such as selecting executable operators in Ray data, it first retrieve the...
### What happened + What you expected to happen It appears that Ray assumes a one-to-one correspondence between the submission ID and Job ID, meaning that a single submission only...
## Why are these changes needed? This PR replaces the current `makeStyles` in the Dashboard with the MUIv5 recommended `styled` approach, thereby removing the `@mui/styles` transitional package, which **facilitates future...
## Why are these changes needed? ## Related issue number Closes #45680 ## Checks - [ ] I've signed off every commit(by using the -s flag, i.e., `git commit -s`)...
## Why are these changes needed? The current `delete_job` api only accepts the `submission_id` and deletes the submission info, which can lead to job info remaining in the `job_table`. In...
## Why are these changes needed? Support for more accelerators in RLlib by allowing learners to configure `custom_resources`. By building on Ray Train's existing compatibility feature (#44086 ), extended RLlib...