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chore: Cherrypick changelog r0.6.0 (#358)
* Update release notes header in changelog build (#355) Signed-off-by: Pablo Garay <[email protected]> * add changelog-config (#356) Signed-off-by: Pablo Garay <[email protected]> * Changelog 0.6.0 (#357) Signed-off-by: Pablo Garay <[email protected]> * spelling --------- Signed-off-by: Pablo Garay <[email protected]>
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‎.github/workflows/changelog-build.yml‎

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RELEASE_VERSION=${RELEASE_BRANCH#r}
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CHANGELOG=$(echo "$CHANGELOG" | sed '/^[[:blank:]]*#/s/#/###/')
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RELEASE_NOTES="## NVIDIA Neural Modules $RELEASE_VERSION
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RELEASE_NOTES="## NVIDIA Nemo Run $RELEASE_VERSION
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### Detailed Changelogs:
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‎.github/workflows/config/changelog-config.json‎

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{
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"categories": [
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{
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"title": "## Executors\n\n",
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"labels": ["executor", "local", "slurm", "dgxcloud", "lepton", "skypilot", "docker"],
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"exclude_labels": ["ignore"]
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},
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{
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"title": "\n## Ray Integration\n\n",
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"labels": ["ray", "kuberay", "ray-slurm"],
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"exclude_labels": ["ignore"]
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},
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{
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"title": "\n## CLI & Configuration\n\n",
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"labels": ["cli", "config", "parsing"],
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"exclude_labels": ["ignore"]
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},
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{
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"title": "\n## Experiment & Job Management\n\n",
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"labels": ["experiment", "job", "task"],
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"exclude_labels": ["ignore"]
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},
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{
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"title": "\n## Packaging & Deployment\n\n",
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"labels": ["packaging", "deployment"],
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"exclude_labels": ["ignore"]
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},
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{
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"title": "\n## Documentation\n\n",
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"labels": ["docs", "documentation"],
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"exclude_labels": ["ignore"]
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},
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{
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"title": "\n## CI/CD\n\n",
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"labels": ["ci", "github-actions", "workflow"],
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"exclude_labels": ["ignore"]
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},
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{
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"title": "\n## Bug Fixes\n\n",
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"labels": ["bug", "bugfix", "fix"],
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"exclude_labels": ["ignore"]
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}
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],
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"ignore_labels": [
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"ignore",
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"skip-changelog"
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],
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"sort": "ASC",
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"template": "\n${{CHANGELOG}}\n## Others\n\n${{UNCATEGORIZED}}\n",
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"pr_template": "- ${{TITLE}} [#${{NUMBER}}](${{URL}})",
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"empty_template": "- No changes in this release",
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"label_extractor": [
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{
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"pattern": "(.*executor.*)|(.*local.*)|(.*slurm.*)|(.*dgxcloud.*)|(.*lepton.*)|(.*skypilot.*)|(.*docker.*)",
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"target": "executor",
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"flags": "gimu",
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"on_property": ["title", "body"]
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},
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{
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"pattern": "(.*ray.*)|(.*kuberay.*)",
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"target": "ray",
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"flags": "gimu",
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"on_property": ["title", "body"]
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},
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{
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"pattern": "(.*cli.*)|(.*command.*)|(.*parse.*)|(.*argument.*)",
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"target": "cli",
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"flags": "gimu",
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"on_property": ["title", "body"]
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},
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{
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"pattern": "(.*experiment.*)|(.*job.*)|(.*task.*)",
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"target": "experiment",
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"flags": "gimu",
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"on_property": ["title", "body"]
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},
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{
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"pattern": "(.*packaging.*)|(.*package.*)|(.*deploy.*)|(.*archive.*)|(.*mount.*)",
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"target": "packaging",
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"flags": "gimu",
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"on_property": ["title", "body"]
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},
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{
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"pattern": "(.*doc.*)|(.*readme.*)|(.*guide.*)|(.*tutorial.*)",
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"target": "docs",
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"flags": "gimu",
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"on_property": ["title", "body"]
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},
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{
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"pattern": "(.*\\bci\\b.*)|(.*github.*)|(.*workflow.*)|(.*action.*)",
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"target": "ci",
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"flags": "gimu",
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"on_property": ["title", "body"]
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},
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{
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"pattern": "(.*\\[bug.*)|(.*\\bfix\\b.*)|(.*bugfix.*)|(.*patch.*)",
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"target": "bug",
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"flags": "gimu",
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"on_property": ["title", "body"]
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}
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],
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"duplicate_filter": {
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"pattern": ".+",
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"on_property": "title",
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"method": "match"
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},
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"transformers": [
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],
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"max_tags_to_fetch": 100,
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"max_pull_requests": 500,
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"max_back_track_time_days": 365,
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"exclude_merge_branches": [
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],
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"tag_resolver": {
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"method": "semver"
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}
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}
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‎CHANGELOG.md‎

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# Changelog
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<!-- Next changelog -->
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## NVIDIA Nemo Run 0.6.0
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### Detailed Changelogs:
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## Executors
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- Added Pre-Launch Commands Support to LeptonExecutor [#312](https://github.com/NVIDIA-NeMo/Run/pull/312)
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- Remove breaking torchrun config for single-node runs [#292](https://github.com/NVIDIA-NeMo/Run/pull/292)
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- Upgrade skypilot to v0.10.0, introduce network_tier [#297](https://github.com/NVIDIA-NeMo/Run/pull/297)
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- Fixes for multi-node execution with torchrun + LocalExecutor [#251](https://github.com/NVIDIA-NeMo/Run/pull/251)
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- Add option to specify --container-env for srun [#293](https://github.com/NVIDIA-NeMo/Run/pull/293)
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- Fix skypilot archive mount bug [#288](https://github.com/NVIDIA-NeMo/Run/pull/288)
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- finetune on dgxcloud with nemo-run and deploy on bedrock example [#286](https://github.com/NVIDIA-NeMo/Run/pull/286)
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## Ray Integration
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- Add nsys patch in ray sub template [#318](https://github.com/NVIDIA-NeMo/Run/pull/318)
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- Add logs dir to container mount for ray slurm [#287](https://github.com/NVIDIA-NeMo/Run/pull/287)
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- Allow customizing folder for SlurmRayRequest [#281](https://github.com/NVIDIA-NeMo/Run/pull/281)
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## CLI & Configuration
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## Experiment & Job Management
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- Use thread pool for status, run methods inside experiment + other fixes [#295](https://github.com/NVIDIA-NeMo/Run/pull/295)
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## Packaging & Deployment
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- Correctly append tar files for packaging [#317](https://github.com/NVIDIA-NeMo/Run/pull/317)
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## Documentation
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- Create CHANGELOG.md [#314](https://github.com/NVIDIA-NeMo/Run/pull/314)
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- docs: Fixing doc build issue [#290](https://github.com/NVIDIA-NeMo/Run/pull/290)
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- fix docs tutorial links and add intro to guides/index.md [#285](https://github.com/NVIDIA-NeMo/Run/pull/285)
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- README [#277](https://github.com/NVIDIA-NeMo/Run/pull/277)
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## CI/CD
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- changelog workflow [#315](https://github.com/NVIDIA-NeMo/Run/pull/315)
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- Update release.yml [#306](https://github.com/NVIDIA-NeMo/Run/pull/306)
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- ci(fix): Use GITHUB_TOKEN for community bot [#302](https://github.com/NVIDIA-NeMo/Run/pull/302)
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- ci: Add community-bot [#300](https://github.com/NVIDIA-NeMo/Run/pull/300)
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## Bug Fixes
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- [Bugfix] Adding a check for name length [#273](https://github.com/NVIDIA-NeMo/Run/pull/273)
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- misc fixes [#280](https://github.com/NVIDIA-NeMo/Run/pull/280)
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- adding fix for lowercase and name length k8s requirements [#274](https://github.com/NVIDIA-NeMo/Run/pull/274)
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## Others
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- Specify nodes for gpu metrics collection and split data to each rank [#320](https://github.com/NVIDIA-NeMo/Run/pull/320)
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- Apply '_enable_goodbye_message' check to both goodbye messages. [#319](https://github.com/NVIDIA-NeMo/Run/pull/319)
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- Update refs [#278](https://github.com/NVIDIA-NeMo/Run/pull/278)
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- chore: Bump to version 0.6.0rc0.dev0 [#272](https://github.com/NVIDIA-NeMo/Run/pull/272)
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## NVIDIA Nemo Run 0.5.0
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‎nemo_run/run/experiment.py‎

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If sequential=True, all tasks will be run one after the other.
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The order is based on the order in which they were added.
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Parallel mode only works if all exectuors in the experiment support it.
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Parallel mode only works if all executors in the experiment support it.
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Currently, all executors support parallel mode.
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In sequential mode, if all executor supports dependencies, then all tasks will be scheduled at once
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by specifying the correct dependencies to each task.
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Otherwise, the experiment.run call will block and each task that is scheduled will be executed sequentially.
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In this particular case, we cannot guarantee the state of the exeperiment if the process exits in the middle.
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In this particular case, we cannot guarantee the state of the experiment if the process exits in the middle.
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Currently, only the slurm executor supports dependencies.
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