Merge latest changes from main to 'Documentation' branch - #192

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Merge latest changes from main to 'Documentation' branch #192
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@rsareddy0329rsareddy0329 commented Aug 5, 2025

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Aditi2424and others added 25 commits July 18, 2025 12:24
@Aditi2424@adishaa
Update telemetry status to be Integer for parity (#130)
223af40
Co-authored-by: adishaa <adishaa@amazon.com>
@maheshxb
Release new version for Health Monitoring Agent (1.0.643.0_1.0.192.0)…
cf77296
… with minor improvements and bug fixes (#137)
@jiayelamazon
Release new version for Health Monitoring Agent (1.0.674.0_1.0.199.0)…
0342f60
… with minor improvements and bug fixes. (#139)
@mollyheamazon
update inference CLI describe command print for better visualization …
631ddf9
…and ux (#136)
@mollyheamazon
Update inference integ test to add dependency to improve telemetry ex…
dc440c3
…ception count data (#140)
@mollyheamazon
Manual release v3.0.1 (#143)
cc08405
* manual release v3.0.1
@mollyheamazon
change security-monitoring metrics data destination to us-east-2 for …
079fafd
…alarm fix (#147)
@haardm
feat: Add region detection to install Health Monitoring Agent and use…
29a16c5
… regionalized HMA URI (#141)
@zhaoqizqwang
Add unique time string to integ test (#150)
66232ed
* Add unique time string to integ test
* Update syntax
@mollyheamazon
update example notebook for inference CLI (#151)
9fbec4a
@rsareddy0329Roja Reddy Sareddy
Training: Main documentation update (#153)
8034a24
* Training CLI & SDK: example notebook and README update
* Update training cli example notebook
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@zhaoqizqwang
Update inferenece SDK examples (#155)
0bcee6d
* Update inferenece SDK examples
* Update readme
@mollyheamazon
update help text to avoid truncation (#158)
d2130e9
@rsareddy0329Roja Reddy Sareddy
Enable telemetry for cli (#165)
e3fafe0
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* CLI: Enable Telemetry
* CLI: Enable Telemetry
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@DaniilGlazkoTR
Add an option to disable the deployment of KubeFlow TrainingOperator (#…
293f9b9
…102)
@nargokul
Remove unused param from documentation (#170)
9f534b4
@mollyheamazon
Update volume flag to support hostPath and pvc (#171)
ec8800d
* update help text to avoid truncation
* update volume flag to support hostPath and pvc, before e2e testing
* clean up and e2e working
* Minor updates after PR
* update
* Added unit tests for volume, all cli unit tests passed
@pintaoz-awspintaoz
Restructure list-cluster output (#173)
95e073e
Co-authored-by: pintaoz <pintaoz@amazon.com>
@zhaoqizqwang
Update inference config and integ tests (#167)
a8a2baf
* Update inference config and integ tests
* Update integ tests for new canaries
@mollyheamazon
Update readme for volume flag (#176)
2908a62
@pintaoz-awspintaoz
Manual release v3.0.2 (#177)
9b7220c
* Manual release v3.0.2
* Update changelog
---------
Co-authored-by: pintaoz <pintaoz@amazon.com>
@mollyheamazon
Add schema pattern check to pytorch-job template (#178)
36fac66
* Update readme for volume flag
* Add schema pattern check to pytorch-job template, unit test added, all test passed locally
@papriwal
Add version comptability check between server K8s and Client python K…
0de2138
…8s (#138)
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Fix unit test cases
* Move regex to a constant.
**Description**
- Removed an integration test case that was being mocked.
- Moved a regex to a constant.
**Testing Done**
Unit test cases pass no changes made to integration test cases and they should not be affected.
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Add ref link for version comptability contraints
**Description**
Added a link to k8s documentation mentioning the constraints that rule the version compatibility of client and server.
**Testing Done**
No breaking changes.
@zhaoqizqwang
Fix training test (#184)
dcbc8fb
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
@pintaoz-awspintaoz
Update logging information for submitting and deleting training job (#…
28424e4
…189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
@rsareddy0329
rsareddy0329 requested a review from a team as a code ownerAugust 5, 2025 23:05
rsareddy0329and others added 4 commits August 6, 2025 13:51
@rsareddy0329@zhaoqizqwang
@pintaoz-awspintaozRoja Reddy Sareddy
Merge Documentation changes to main for Launch (#196)
17cfdbd
* Update documentation-with-new-changes branch with latest changes from main (#190)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#191)
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* update documentation with new changes branch with latest changes (#194)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#195)
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#197)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#198)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation fixes (#199)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@mohamedzeidan2021Mohamed Zeidan
Added new column 'deploymeny configs' to the itable that allows user'…
6553766
…s to view SDK config code (#188)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@zhaoqizqwang
Add instance type support for ml.p6e-gb200.36xlarge (#204)
63ff3b4
* Add instance type support for ml.p6e-gb200.36xlarge
Updated support for ml.p6-b200.48xlarge as well
* Add ml.p6e-gb200.36xlarge to efa plugin
@mohamedzeidan2021Mohamed Zeidan
changed endpoint name from value user has to manually insert to place…
e3f697a
…holder value (#206)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@rgadagot
[DPD] DPD CRD changes with version bump to v3.2 (#427)
959b62b
* [DPD] DPD CRD changes with version bump to v3.2
* Pin operator to amd64 nodes via nodeAffinity and version bump to 2.2.1
@aws-brianxia
Add v1.1 Space parameters and addon version validation warning (#421)
8c6d83f
* Add queue name and priority param for space task governance
* Update Space parameters for addon version 0.1.6
* Implement integration tests for model v1.1 and fix version bug
@ShreyaGangishettyshreygan
Bump inference operator helm chart version to 2.2.2 with InitialRepli…
a00b22d
…caCount deprecation (#430)
Co-authored-by: shreygan <shreygan@amazon.com>
@chad119Chad Chiang
HYD region build (#437)
273ba0f
Co-authored-by: Chad Chiang <chadchc@amazon.com>
JunqiYeand others added 11 commits July 29, 2026 16:47
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2239.0_1.0.456.0 …
1a63d6e
…with CVE fixes and g4dn instance support (#439)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2297.0_1.0.474.0 …
b1f2fda
…with g7 and trn2.3xlarge instance support updates (#443)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@rsareddy0329Roja Reddy Sareddy
Bug fix in Hyperpod recipe rendering (#441)
ae1ccc1
* Bug fix in Hyperpod recipe rendering
* Bug fix in Hyperpod recipe rendering
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@jchatter321
feat: Add hyperpod ray endpoint operator chart (#445)
eccbd0f
@jchatter321
feat: Add hyp create ray-dashboard-connection command (#446)
cc1294b
@oyangz
Bump inference-operator to v3.4 (chart 2.4.0) with configurable resou…
0f0ff4b
…rce CRD fields (#448)
@nargokul
Add v3.10.0 changelog and version bump (#450)
b841ed8
* docs: add v3.10.0 changelog
* chore: bump project version to 3.10.0
@huaziyao
Add system-node-critical priorityClass to health-monitoring-agent Dae…
78ce39c
…monSets (#451)
Under node DiskPressure, HMA was evicted moments before a GPU failure went
undetected and unremediated (P438078245). Setting priorityClassName to the
built-in system-node-critical makes HMA the last pod evicted (after training
and other monitoring pods), preserving health monitoring during node pressure.
Mirrors what EKSNodeMonitoringAgent already does.
Applied to both the health-monitoring-agent (NVIDIA) and
health-monitoring-agent-non-nvidia (Trainium/Inferentia) DaemonSets.
Configurable via .Values.priorityClassName, defaulting to system-node-critical.
@mujtaba1747Syed Jafri
fix: update model to phi2 so test works on g5.8xlarge (#452)
dd1ea05
* fix: update instance type to g6e for deepseek integ tests
* fix: use smaller model so tests run on g5.8xlarge
---------
Co-authored-by: Syed Jafri <syedjfr@amazon.com>
@shantanutrip
chore(helm): bump inference-operator to v3.5 (chart 2.5.0) (#455)
5347af6
Bumps the inference-operator Helm chart to 2.5.0 (operator v3.5), updates the
umbrella chart dependency pin, and adds the weights-cache node affinity field
to the inference-operator CRDs.
@GusAntoniassi
fix: conditional aws-hyperpod namespace creation (#422)
0b979ef
* fix: conditional aws-hyperpod namespace creation
* fix: deep health check namespace reference
* chore: allow conditional creation of mpi-operator chart
* chore: address review changes
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@rsareddy0329@github-advanced-security@nicolasj92@mujtaba1747@zhaoqizqwang@mohamedzeidan2021@Sean1783@aviruthen@Aditi2424@nargokul@pintaoz-aws@mollyheamazon@papriwal@lucasjia-aws@maheshxb@jiayelamazon@haardm@DaniilGlazkoTR@jam-jee@emeraldbay
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Merge latest changes from main to 'Documentation' branch  - #192
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rsareddy0329 wants to merge 235 commits into
documentationfrom 
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Merge latest changes from main to 'Documentation' branch #192
rsareddy0329 wants to merge 235 commits into
documentationfrom 
main
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@rsareddy0329rsareddy0329
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Aug 5, 2025

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PR Approval Steps
For Requester
  1. Description

    •  Check the PR title and description for clarity. It should describe the changes made and the reason behind them.
    •  Ensure that the PR follows the contribution guidelines, if applicable.
  2. Security requirements

    •  Ensure that a Pull Request (PR) does not expose passwords and other sensitive information by using git-secrets and upload relevant evidence: https://github.com/awslabs/git-secrets
    •  Ensure commit has GitHub Commit Signature
  3. Manual review

    1. Click on the Files changed tab to see the code changes. Review the changes thoroughly:

      •  Code Quality: Check for coding standards, naming conventions, and readability.
      •  Functionality: Ensure that the changes meet the requirements and that all necessary code paths are tested.
      •  Security: Check for any security issues or vulnerabilities.
      •  Documentation: Confirm that any necessary documentation (code comments, README updates, etc.) has been updated.
  4. Check for Merge Conflicts:

    •  Verify if there are any merge conflicts with the base branch. GitHub will usually highlight this. If there are conflicts, you should resolve them.
For Reviewer
  1. Go through For Requester section to double check each item.
  2. Request Changes or Approve the PR:

    1. If the PR is ready to be merged, click Review changes and select Approve.
    2. If changes are required, select Request changes and provide feedback. Be constructive and clear in your feedback.
  3. Merging the PR

    1. Check the Merge Method:

      1. Decide on the appropriate merge method based on your repository's guidelines (e.g., Squash and merge, Rebase and merge, or Merge).
    2. Merge the PR:

      1. Click the Merge pull request button.
      2. Confirm the merge by clicking Confirm merge.
Aditi2424and others
added 25 commits
July 18, 2025 12:24
@Aditi2424@adishaa
Update telemetry status to be Integer for parity (#130)
223af40
Co-authored-by: adishaa <adishaa@amazon.com>
@maheshxb
Release new version for Health Monitoring Agent (1.0.643.0_1.0.192.0)…
cf77296
… with minor improvements and bug fixes (#137)
@jiayelamazon
Release new version for Health Monitoring Agent (1.0.674.0_1.0.199.0)…
0342f60
… with minor improvements and bug fixes. (#139)
@mollyheamazon
update inference CLI describe command print for better visualization …
631ddf9
…and ux (#136)
@mollyheamazon
Update inference integ test to add dependency to improve telemetry ex…
dc440c3
…ception count data (#140)
@mollyheamazon
Manual release v3.0.1 (#143)
cc08405
* manual release v3.0.1
@mollyheamazon
change security-monitoring metrics data destination to us-east-2 for …
079fafd
…alarm fix (#147)
@haardm
feat: Add region detection to install Health Monitoring Agent and use…
29a16c5
… regionalized HMA URI (#141)
@zhaoqizqwang
Add unique time string to integ test (#150)
66232ed
* Add unique time string to integ test
* Update syntax
@mollyheamazon
update example notebook for inference CLI (#151)
9fbec4a
@rsareddy0329Roja Reddy Sareddy
Training: Main documentation update (#153)
8034a24
* Training CLI & SDK: example notebook and README update
* Update training cli example notebook
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@zhaoqizqwang
Update inferenece SDK examples (#155)
0bcee6d
* Update inferenece SDK examples
* Update readme
@mollyheamazon
update help text to avoid truncation (#158)
d2130e9
@rsareddy0329Roja Reddy Sareddy
Enable telemetry for cli (#165)
e3fafe0
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* CLI: Enable Telemetry
* CLI: Enable Telemetry
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@DaniilGlazkoTR
Add an option to disable the deployment of KubeFlow TrainingOperator (#…
293f9b9
…102)
@nargokul
Remove unused param from documentation (#170)
9f534b4
@mollyheamazon
Update volume flag to support hostPath and pvc (#171)
ec8800d
* update help text to avoid truncation
* update volume flag to support hostPath and pvc, before e2e testing
* clean up and e2e working
* Minor updates after PR
* update
* Added unit tests for volume, all cli unit tests passed
@pintaoz-awspintaoz
Restructure list-cluster output (#173)
95e073e
Co-authored-by: pintaoz <pintaoz@amazon.com>
@zhaoqizqwang
Update inference config and integ tests (#167)
a8a2baf
* Update inference config and integ tests
* Update integ tests for new canaries
@mollyheamazon
Update readme for volume flag (#176)
2908a62
@pintaoz-awspintaoz
Manual release v3.0.2 (#177)
9b7220c
* Manual release v3.0.2
* Update changelog
---------
Co-authored-by: pintaoz <pintaoz@amazon.com>
@mollyheamazon
Add schema pattern check to pytorch-job template (#178)
36fac66
* Update readme for volume flag
* Add schema pattern check to pytorch-job template, unit test added, all test passed locally
@papriwal
Add version comptability check between server K8s and Client python K…
0de2138
…8s (#138)
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Fix unit test cases
* Move regex to a constant.
**Description**
- Removed an integration test case that was being mocked.
- Moved a regex to a constant.
**Testing Done**
Unit test cases pass no changes made to integration test cases and they should not be affected.
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Add ref link for version comptability contraints
**Description**
Added a link to k8s documentation mentioning the constraints that rule the version compatibility of client and server.
**Testing Done**
No breaking changes.
@zhaoqizqwang
Fix training test (#184)
dcbc8fb
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
@pintaoz-awspintaoz
Update logging information for submitting and deleting training job (#…
28424e4
…189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
@rsareddy0329
rsareddy0329
requested a review
from a team
as a code ownerAugust 5, 2025 23:05
rsareddy0329and others
added 4 commits
August 6, 2025 13:51
@rsareddy0329@zhaoqizqwang
@pintaoz-awspintaozRoja Reddy Sareddy
Merge Documentation changes to main for Launch (#196)
17cfdbd
* Update documentation-with-new-changes branch with latest changes from main (#190)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#191)
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* update documentation with new changes branch with latest changes (#194)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#195)
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#197)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#198)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation fixes (#199)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@mohamedzeidan2021Mohamed Zeidan
Added new column 'deploymeny configs' to the itable that allows user'…
6553766
…s to view SDK config code (#188)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@zhaoqizqwang
Add instance type support for ml.p6e-gb200.36xlarge (#204)
63ff3b4
* Add instance type support for ml.p6e-gb200.36xlarge
Updated support for ml.p6-b200.48xlarge as well
* Add ml.p6e-gb200.36xlarge to efa plugin
@mohamedzeidan2021Mohamed Zeidan
changed endpoint name from value user has to manually insert to place…
e3f697a
…holder value (#206)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@rgadagot
[DPD] DPD CRD changes with version bump to v3.2 (#427)
959b62b
* [DPD] DPD CRD changes with version bump to v3.2
* Pin operator to amd64 nodes via nodeAffinity and version bump to 2.2.1
@aws-brianxia
Add v1.1 Space parameters and addon version validation warning (#421)
8c6d83f
* Add queue name and priority param for space task governance
* Update Space parameters for addon version 0.1.6
* Implement integration tests for model v1.1 and fix version bug
@ShreyaGangishettyshreygan
Bump inference operator helm chart version to 2.2.2 with InitialRepli…
a00b22d
…caCount deprecation (#430)
Co-authored-by: shreygan <shreygan@amazon.com>
@chad119Chad Chiang
HYD region build (#437)
273ba0f
Co-authored-by: Chad Chiang <chadchc@amazon.com>
JunqiYeand others
added 11 commits
July 29, 2026 16:47
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2239.0_1.0.456.0 …
1a63d6e
…with CVE fixes and g4dn instance support (#439)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2297.0_1.0.474.0 …
b1f2fda
…with g7 and trn2.3xlarge instance support updates (#443)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@rsareddy0329Roja Reddy Sareddy
Bug fix in Hyperpod recipe rendering (#441)
ae1ccc1
* Bug fix in Hyperpod recipe rendering
* Bug fix in Hyperpod recipe rendering
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@jchatter321
feat: Add hyperpod ray endpoint operator chart (#445)
eccbd0f
@jchatter321
feat: Add hyp create ray-dashboard-connection command (#446)
cc1294b
@oyangz
Bump inference-operator to v3.4 (chart 2.4.0) with configurable resou…
0f0ff4b
…rce CRD fields (#448)
@nargokul
Add v3.10.0 changelog and version bump (#450)
b841ed8
* docs: add v3.10.0 changelog
* chore: bump project version to 3.10.0
@huaziyao
Add system-node-critical priorityClass to health-monitoring-agent Dae…
78ce39c
…monSets (#451)
Under node DiskPressure, HMA was evicted moments before a GPU failure went
undetected and unremediated (P438078245). Setting priorityClassName to the
built-in system-node-critical makes HMA the last pod evicted (after training
and other monitoring pods), preserving health monitoring during node pressure.
Mirrors what EKSNodeMonitoringAgent already does.
Applied to both the health-monitoring-agent (NVIDIA) and
health-monitoring-agent-non-nvidia (Trainium/Inferentia) DaemonSets.
Configurable via .Values.priorityClassName, defaulting to system-node-critical.
@mujtaba1747Syed Jafri
fix: update model to phi2 so test works on g5.8xlarge (#452)
dd1ea05
* fix: update instance type to g6e for deepseek integ tests
* fix: use smaller model so tests run on g5.8xlarge
---------
Co-authored-by: Syed Jafri <syedjfr@amazon.com>
@shantanutrip
chore(helm): bump inference-operator to v3.5 (chart 2.5.0) (#455)
5347af6
Bumps the inference-operator Helm chart to 2.5.0 (operator v3.5), updates the
umbrella chart dependency pin, and adds the weights-cache node affinity field
to the inference-operator CRDs.
@GusAntoniassi
fix: conditional aws-hyperpod namespace creation (#422)
0b979ef
* fix: conditional aws-hyperpod namespace creation
* fix: deep health check namespace reference
* chore: allow conditional creation of mpi-operator chart
* chore: address review changes
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20 participants

@rsareddy0329@github-advanced-security@nicolasj92@mujtaba1747@zhaoqizqwang@mohamedzeidan2021@Sean1783@aviruthen@Aditi2424@nargokul@pintaoz-aws@mollyheamazon@papriwal@lucasjia-aws@maheshxb@jiayelamazon@haardm@DaniilGlazkoTR@jam-jee@emeraldbay

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
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})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Merge latest changes from main to 'Documentation' branch  - #192
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rsareddy0329 wants to merge 235 commits into
documentationfrom 
main
Open
Merge latest changes from main to 'Documentation' branch #192
rsareddy0329 wants to merge 235 commits into
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main
Conversation
@rsareddy0329
@rsareddy0329rsareddy0329
commented
Aug 5, 2025

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PR Approval Steps
For Requester
  1. Description

    •  Check the PR title and description for clarity. It should describe the changes made and the reason behind them.
    •  Ensure that the PR follows the contribution guidelines, if applicable.
  2. Security requirements

    •  Ensure that a Pull Request (PR) does not expose passwords and other sensitive information by using git-secrets and upload relevant evidence: https://github.com/awslabs/git-secrets
    •  Ensure commit has GitHub Commit Signature
  3. Manual review

    1. Click on the Files changed tab to see the code changes. Review the changes thoroughly:

      •  Code Quality: Check for coding standards, naming conventions, and readability.
      •  Functionality: Ensure that the changes meet the requirements and that all necessary code paths are tested.
      •  Security: Check for any security issues or vulnerabilities.
      •  Documentation: Confirm that any necessary documentation (code comments, README updates, etc.) has been updated.
  4. Check for Merge Conflicts:

    •  Verify if there are any merge conflicts with the base branch. GitHub will usually highlight this. If there are conflicts, you should resolve them.
For Reviewer
  1. Go through For Requester section to double check each item.
  2. Request Changes or Approve the PR:

    1. If the PR is ready to be merged, click Review changes and select Approve.
    2. If changes are required, select Request changes and provide feedback. Be constructive and clear in your feedback.
  3. Merging the PR

    1. Check the Merge Method:

      1. Decide on the appropriate merge method based on your repository's guidelines (e.g., Squash and merge, Rebase and merge, or Merge).
    2. Merge the PR:

      1. Click the Merge pull request button.
      2. Confirm the merge by clicking Confirm merge.
Aditi2424and others
added 25 commits
July 18, 2025 12:24
@Aditi2424@adishaa
Update telemetry status to be Integer for parity (#130)
223af40
Co-authored-by: adishaa <adishaa@amazon.com>
@maheshxb
Release new version for Health Monitoring Agent (1.0.643.0_1.0.192.0)…
cf77296
… with minor improvements and bug fixes (#137)
@jiayelamazon
Release new version for Health Monitoring Agent (1.0.674.0_1.0.199.0)…
0342f60
… with minor improvements and bug fixes. (#139)
@mollyheamazon
update inference CLI describe command print for better visualization …
631ddf9
…and ux (#136)
@mollyheamazon
Update inference integ test to add dependency to improve telemetry ex…
dc440c3
…ception count data (#140)
@mollyheamazon
Manual release v3.0.1 (#143)
cc08405
* manual release v3.0.1
@mollyheamazon
change security-monitoring metrics data destination to us-east-2 for …
079fafd
…alarm fix (#147)
@haardm
feat: Add region detection to install Health Monitoring Agent and use…
29a16c5
… regionalized HMA URI (#141)
@zhaoqizqwang
Add unique time string to integ test (#150)
66232ed
* Add unique time string to integ test
* Update syntax
@mollyheamazon
update example notebook for inference CLI (#151)
9fbec4a
@rsareddy0329Roja Reddy Sareddy
Training: Main documentation update (#153)
8034a24
* Training CLI & SDK: example notebook and README update
* Update training cli example notebook
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@zhaoqizqwang
Update inferenece SDK examples (#155)
0bcee6d
* Update inferenece SDK examples
* Update readme
@mollyheamazon
update help text to avoid truncation (#158)
d2130e9
@rsareddy0329Roja Reddy Sareddy
Enable telemetry for cli (#165)
e3fafe0
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* CLI: Enable Telemetry
* CLI: Enable Telemetry
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@DaniilGlazkoTR
Add an option to disable the deployment of KubeFlow TrainingOperator (#…
293f9b9
…102)
@nargokul
Remove unused param from documentation (#170)
9f534b4
@mollyheamazon
Update volume flag to support hostPath and pvc (#171)
ec8800d
* update help text to avoid truncation
* update volume flag to support hostPath and pvc, before e2e testing
* clean up and e2e working
* Minor updates after PR
* update
* Added unit tests for volume, all cli unit tests passed
@pintaoz-awspintaoz
Restructure list-cluster output (#173)
95e073e
Co-authored-by: pintaoz <pintaoz@amazon.com>
@zhaoqizqwang
Update inference config and integ tests (#167)
a8a2baf
* Update inference config and integ tests
* Update integ tests for new canaries
@mollyheamazon
Update readme for volume flag (#176)
2908a62
@pintaoz-awspintaoz
Manual release v3.0.2 (#177)
9b7220c
* Manual release v3.0.2
* Update changelog
---------
Co-authored-by: pintaoz <pintaoz@amazon.com>
@mollyheamazon
Add schema pattern check to pytorch-job template (#178)
36fac66
* Update readme for volume flag
* Add schema pattern check to pytorch-job template, unit test added, all test passed locally
@papriwal
Add version comptability check between server K8s and Client python K…
0de2138
…8s (#138)
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Fix unit test cases
* Move regex to a constant.
**Description**
- Removed an integration test case that was being mocked.
- Moved a regex to a constant.
**Testing Done**
Unit test cases pass no changes made to integration test cases and they should not be affected.
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Add ref link for version comptability contraints
**Description**
Added a link to k8s documentation mentioning the constraints that rule the version compatibility of client and server.
**Testing Done**
No breaking changes.
@zhaoqizqwang
Fix training test (#184)
dcbc8fb
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
@pintaoz-awspintaoz
Update logging information for submitting and deleting training job (#…
28424e4
…189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
@rsareddy0329
rsareddy0329
requested a review
from a team
as a code ownerAugust 5, 2025 23:05
rsareddy0329and others
added 4 commits
August 6, 2025 13:51
@rsareddy0329@zhaoqizqwang
@pintaoz-awspintaozRoja Reddy Sareddy
Merge Documentation changes to main for Launch (#196)
17cfdbd
* Update documentation-with-new-changes branch with latest changes from main (#190)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#191)
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* update documentation with new changes branch with latest changes (#194)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#195)
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#197)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#198)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation fixes (#199)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@mohamedzeidan2021Mohamed Zeidan
Added new column 'deploymeny configs' to the itable that allows user'…
6553766
…s to view SDK config code (#188)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@zhaoqizqwang
Add instance type support for ml.p6e-gb200.36xlarge (#204)
63ff3b4
* Add instance type support for ml.p6e-gb200.36xlarge
Updated support for ml.p6-b200.48xlarge as well
* Add ml.p6e-gb200.36xlarge to efa plugin
@mohamedzeidan2021Mohamed Zeidan
changed endpoint name from value user has to manually insert to place…
e3f697a
…holder value (#206)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@rgadagot
[DPD] DPD CRD changes with version bump to v3.2 (#427)
959b62b
* [DPD] DPD CRD changes with version bump to v3.2
* Pin operator to amd64 nodes via nodeAffinity and version bump to 2.2.1
@aws-brianxia
Add v1.1 Space parameters and addon version validation warning (#421)
8c6d83f
* Add queue name and priority param for space task governance
* Update Space parameters for addon version 0.1.6
* Implement integration tests for model v1.1 and fix version bug
@ShreyaGangishettyshreygan
Bump inference operator helm chart version to 2.2.2 with InitialRepli…
a00b22d
…caCount deprecation (#430)
Co-authored-by: shreygan <shreygan@amazon.com>
@chad119Chad Chiang
HYD region build (#437)
273ba0f
Co-authored-by: Chad Chiang <chadchc@amazon.com>
JunqiYeand others
added 11 commits
July 29, 2026 16:47
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2239.0_1.0.456.0 …
1a63d6e
…with CVE fixes and g4dn instance support (#439)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2297.0_1.0.474.0 …
b1f2fda
…with g7 and trn2.3xlarge instance support updates (#443)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@rsareddy0329Roja Reddy Sareddy
Bug fix in Hyperpod recipe rendering (#441)
ae1ccc1
* Bug fix in Hyperpod recipe rendering
* Bug fix in Hyperpod recipe rendering
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@jchatter321
feat: Add hyperpod ray endpoint operator chart (#445)
eccbd0f
@jchatter321
feat: Add hyp create ray-dashboard-connection command (#446)
cc1294b
@oyangz
Bump inference-operator to v3.4 (chart 2.4.0) with configurable resou…
0f0ff4b
…rce CRD fields (#448)
@nargokul
Add v3.10.0 changelog and version bump (#450)
b841ed8
* docs: add v3.10.0 changelog
* chore: bump project version to 3.10.0
@huaziyao
Add system-node-critical priorityClass to health-monitoring-agent Dae…
78ce39c
…monSets (#451)
Under node DiskPressure, HMA was evicted moments before a GPU failure went
undetected and unremediated (P438078245). Setting priorityClassName to the
built-in system-node-critical makes HMA the last pod evicted (after training
and other monitoring pods), preserving health monitoring during node pressure.
Mirrors what EKSNodeMonitoringAgent already does.
Applied to both the health-monitoring-agent (NVIDIA) and
health-monitoring-agent-non-nvidia (Trainium/Inferentia) DaemonSets.
Configurable via .Values.priorityClassName, defaulting to system-node-critical.
@mujtaba1747Syed Jafri
fix: update model to phi2 so test works on g5.8xlarge (#452)
dd1ea05
* fix: update instance type to g6e for deepseek integ tests
* fix: use smaller model so tests run on g5.8xlarge
---------
Co-authored-by: Syed Jafri <syedjfr@amazon.com>
@shantanutrip
chore(helm): bump inference-operator to v3.5 (chart 2.5.0) (#455)
5347af6
Bumps the inference-operator Helm chart to 2.5.0 (operator v3.5), updates the
umbrella chart dependency pin, and adds the weights-cache node affinity field
to the inference-operator CRDs.
@GusAntoniassi
fix: conditional aws-hyperpod namespace creation (#422)
0b979ef
* fix: conditional aws-hyperpod namespace creation
* fix: deep health check namespace reference
* chore: allow conditional creation of mpi-operator chart
* chore: address review changes
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1 more reviewer

@github-advanced-securitygithub-advanced-security[bot]github-advanced-security[bot] left review comments
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At least 2 approving reviews are required to merge this pull request.


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20 participants

@rsareddy0329@github-advanced-security@nicolasj92@mujtaba1747@zhaoqizqwang@mohamedzeidan2021@Sean1783@aviruthen@Aditi2424@nargokul@pintaoz-aws@mollyheamazon@papriwal@lucasjia-aws@maheshxb@jiayelamazon@haardm@DaniilGlazkoTR@jam-jee@emeraldbay

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Merge latest changes from main to 'Documentation' branch  - #192
Open
rsareddy0329 wants to merge 235 commits into
documentationfrom 
main
Open
Merge latest changes from main to 'Documentation' branch #192
rsareddy0329 wants to merge 235 commits into
documentationfrom 
main
Conversation
@rsareddy0329
@rsareddy0329rsareddy0329
commented
Aug 5, 2025

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Collaborator
PR Approval Steps
For Requester
  1. Description

    •  Check the PR title and description for clarity. It should describe the changes made and the reason behind them.
    •  Ensure that the PR follows the contribution guidelines, if applicable.
  2. Security requirements

    •  Ensure that a Pull Request (PR) does not expose passwords and other sensitive information by using git-secrets and upload relevant evidence: https://github.com/awslabs/git-secrets
    •  Ensure commit has GitHub Commit Signature
  3. Manual review

    1. Click on the Files changed tab to see the code changes. Review the changes thoroughly:

      •  Code Quality: Check for coding standards, naming conventions, and readability.
      •  Functionality: Ensure that the changes meet the requirements and that all necessary code paths are tested.
      •  Security: Check for any security issues or vulnerabilities.
      •  Documentation: Confirm that any necessary documentation (code comments, README updates, etc.) has been updated.
  4. Check for Merge Conflicts:

    •  Verify if there are any merge conflicts with the base branch. GitHub will usually highlight this. If there are conflicts, you should resolve them.
For Reviewer
  1. Go through For Requester section to double check each item.
  2. Request Changes or Approve the PR:

    1. If the PR is ready to be merged, click Review changes and select Approve.
    2. If changes are required, select Request changes and provide feedback. Be constructive and clear in your feedback.
  3. Merging the PR

    1. Check the Merge Method:

      1. Decide on the appropriate merge method based on your repository's guidelines (e.g., Squash and merge, Rebase and merge, or Merge).
    2. Merge the PR:

      1. Click the Merge pull request button.
      2. Confirm the merge by clicking Confirm merge.
Aditi2424and others
added 25 commits
July 18, 2025 12:24
@Aditi2424@adishaa
Update telemetry status to be Integer for parity (#130)
223af40
Co-authored-by: adishaa <adishaa@amazon.com>
@maheshxb
Release new version for Health Monitoring Agent (1.0.643.0_1.0.192.0)…
cf77296
… with minor improvements and bug fixes (#137)
@jiayelamazon
Release new version for Health Monitoring Agent (1.0.674.0_1.0.199.0)…
0342f60
… with minor improvements and bug fixes. (#139)
@mollyheamazon
update inference CLI describe command print for better visualization …
631ddf9
…and ux (#136)
@mollyheamazon
Update inference integ test to add dependency to improve telemetry ex…
dc440c3
…ception count data (#140)
@mollyheamazon
Manual release v3.0.1 (#143)
cc08405
* manual release v3.0.1
@mollyheamazon
change security-monitoring metrics data destination to us-east-2 for …
079fafd
…alarm fix (#147)
@haardm
feat: Add region detection to install Health Monitoring Agent and use…
29a16c5
… regionalized HMA URI (#141)
@zhaoqizqwang
Add unique time string to integ test (#150)
66232ed
* Add unique time string to integ test
* Update syntax
@mollyheamazon
update example notebook for inference CLI (#151)
9fbec4a
@rsareddy0329Roja Reddy Sareddy
Training: Main documentation update (#153)
8034a24
* Training CLI & SDK: example notebook and README update
* Update training cli example notebook
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@zhaoqizqwang
Update inferenece SDK examples (#155)
0bcee6d
* Update inferenece SDK examples
* Update readme
@mollyheamazon
update help text to avoid truncation (#158)
d2130e9
@rsareddy0329Roja Reddy Sareddy
Enable telemetry for cli (#165)
e3fafe0
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* CLI: Enable Telemetry
* CLI: Enable Telemetry
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@DaniilGlazkoTR
Add an option to disable the deployment of KubeFlow TrainingOperator (#…
293f9b9
…102)
@nargokul
Remove unused param from documentation (#170)
9f534b4
@mollyheamazon
Update volume flag to support hostPath and pvc (#171)
ec8800d
* update help text to avoid truncation
* update volume flag to support hostPath and pvc, before e2e testing
* clean up and e2e working
* Minor updates after PR
* update
* Added unit tests for volume, all cli unit tests passed
@pintaoz-awspintaoz
Restructure list-cluster output (#173)
95e073e
Co-authored-by: pintaoz <pintaoz@amazon.com>
@zhaoqizqwang
Update inference config and integ tests (#167)
a8a2baf
* Update inference config and integ tests
* Update integ tests for new canaries
@mollyheamazon
Update readme for volume flag (#176)
2908a62
@pintaoz-awspintaoz
Manual release v3.0.2 (#177)
9b7220c
* Manual release v3.0.2
* Update changelog
---------
Co-authored-by: pintaoz <pintaoz@amazon.com>
@mollyheamazon
Add schema pattern check to pytorch-job template (#178)
36fac66
* Update readme for volume flag
* Add schema pattern check to pytorch-job template, unit test added, all test passed locally
@papriwal
Add version comptability check between server K8s and Client python K…
0de2138
…8s (#138)
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Fix unit test cases
* Move regex to a constant.
**Description**
- Removed an integration test case that was being mocked.
- Moved a regex to a constant.
**Testing Done**
Unit test cases pass no changes made to integration test cases and they should not be affected.
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Add ref link for version comptability contraints
**Description**
Added a link to k8s documentation mentioning the constraints that rule the version compatibility of client and server.
**Testing Done**
No breaking changes.
@zhaoqizqwang
Fix training test (#184)
dcbc8fb
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
@pintaoz-awspintaoz
Update logging information for submitting and deleting training job (#…
28424e4
…189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
@rsareddy0329
rsareddy0329
requested a review
from a team
as a code ownerAugust 5, 2025 23:05
rsareddy0329and others
added 4 commits
August 6, 2025 13:51
@rsareddy0329@zhaoqizqwang
@pintaoz-awspintaozRoja Reddy Sareddy
Merge Documentation changes to main for Launch (#196)
17cfdbd
* Update documentation-with-new-changes branch with latest changes from main (#190)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#191)
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* update documentation with new changes branch with latest changes (#194)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#195)
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#197)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#198)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation fixes (#199)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@mohamedzeidan2021Mohamed Zeidan
Added new column 'deploymeny configs' to the itable that allows user'…
6553766
…s to view SDK config code (#188)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@zhaoqizqwang
Add instance type support for ml.p6e-gb200.36xlarge (#204)
63ff3b4
* Add instance type support for ml.p6e-gb200.36xlarge
Updated support for ml.p6-b200.48xlarge as well
* Add ml.p6e-gb200.36xlarge to efa plugin
@mohamedzeidan2021Mohamed Zeidan
changed endpoint name from value user has to manually insert to place…
e3f697a
…holder value (#206)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@rgadagot
[DPD] DPD CRD changes with version bump to v3.2 (#427)
959b62b
* [DPD] DPD CRD changes with version bump to v3.2
* Pin operator to amd64 nodes via nodeAffinity and version bump to 2.2.1
@aws-brianxia
Add v1.1 Space parameters and addon version validation warning (#421)
8c6d83f
* Add queue name and priority param for space task governance
* Update Space parameters for addon version 0.1.6
* Implement integration tests for model v1.1 and fix version bug
@ShreyaGangishettyshreygan
Bump inference operator helm chart version to 2.2.2 with InitialRepli…
a00b22d
…caCount deprecation (#430)
Co-authored-by: shreygan <shreygan@amazon.com>
@chad119Chad Chiang
HYD region build (#437)
273ba0f
Co-authored-by: Chad Chiang <chadchc@amazon.com>
JunqiYeand others
added 11 commits
July 29, 2026 16:47
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2239.0_1.0.456.0 …
1a63d6e
…with CVE fixes and g4dn instance support (#439)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2297.0_1.0.474.0 …
b1f2fda
…with g7 and trn2.3xlarge instance support updates (#443)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@rsareddy0329Roja Reddy Sareddy
Bug fix in Hyperpod recipe rendering (#441)
ae1ccc1
* Bug fix in Hyperpod recipe rendering
* Bug fix in Hyperpod recipe rendering
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@jchatter321
feat: Add hyperpod ray endpoint operator chart (#445)
eccbd0f
@jchatter321
feat: Add hyp create ray-dashboard-connection command (#446)
cc1294b
@oyangz
Bump inference-operator to v3.4 (chart 2.4.0) with configurable resou…
0f0ff4b
…rce CRD fields (#448)
@nargokul
Add v3.10.0 changelog and version bump (#450)
b841ed8
* docs: add v3.10.0 changelog
* chore: bump project version to 3.10.0
@huaziyao
Add system-node-critical priorityClass to health-monitoring-agent Dae…
78ce39c
…monSets (#451)
Under node DiskPressure, HMA was evicted moments before a GPU failure went
undetected and unremediated (P438078245). Setting priorityClassName to the
built-in system-node-critical makes HMA the last pod evicted (after training
and other monitoring pods), preserving health monitoring during node pressure.
Mirrors what EKSNodeMonitoringAgent already does.
Applied to both the health-monitoring-agent (NVIDIA) and
health-monitoring-agent-non-nvidia (Trainium/Inferentia) DaemonSets.
Configurable via .Values.priorityClassName, defaulting to system-node-critical.
@mujtaba1747Syed Jafri
fix: update model to phi2 so test works on g5.8xlarge (#452)
dd1ea05
* fix: update instance type to g6e for deepseek integ tests
* fix: use smaller model so tests run on g5.8xlarge
---------
Co-authored-by: Syed Jafri <syedjfr@amazon.com>
@shantanutrip
chore(helm): bump inference-operator to v3.5 (chart 2.5.0) (#455)
5347af6
Bumps the inference-operator Helm chart to 2.5.0 (operator v3.5), updates the
umbrella chart dependency pin, and adds the weights-cache node affinity field
to the inference-operator CRDs.
@GusAntoniassi
fix: conditional aws-hyperpod namespace creation (#422)
0b979ef
* fix: conditional aws-hyperpod namespace creation
* fix: deep health check namespace reference
* chore: allow conditional creation of mpi-operator chart
* chore: address review changes
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20 participants

@rsareddy0329@github-advanced-security@nicolasj92@mujtaba1747@zhaoqizqwang@mohamedzeidan2021@Sean1783@aviruthen@Aditi2424@nargokul@pintaoz-aws@mollyheamazon@papriwal@lucasjia-aws@maheshxb@jiayelamazon@haardm@DaniilGlazkoTR@jam-jee@emeraldbay

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
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} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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Merge latest changes from main to 'Documentation' branch  - #192
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      2. Confirm the merge by clicking Confirm merge.
Aditi2424and others
added 25 commits
July 18, 2025 12:24
@Aditi2424@adishaa
Update telemetry status to be Integer for parity (#130)
223af40
Co-authored-by: adishaa <adishaa@amazon.com>
@maheshxb
Release new version for Health Monitoring Agent (1.0.643.0_1.0.192.0)…
cf77296
… with minor improvements and bug fixes (#137)
@jiayelamazon
Release new version for Health Monitoring Agent (1.0.674.0_1.0.199.0)…
0342f60
… with minor improvements and bug fixes. (#139)
@mollyheamazon
update inference CLI describe command print for better visualization …
631ddf9
…and ux (#136)
@mollyheamazon
Update inference integ test to add dependency to improve telemetry ex…
dc440c3
…ception count data (#140)
@mollyheamazon
Manual release v3.0.1 (#143)
cc08405
* manual release v3.0.1
@mollyheamazon
change security-monitoring metrics data destination to us-east-2 for …
079fafd
…alarm fix (#147)
@haardm
feat: Add region detection to install Health Monitoring Agent and use…
29a16c5
… regionalized HMA URI (#141)
@zhaoqizqwang
Add unique time string to integ test (#150)
66232ed
* Add unique time string to integ test
* Update syntax
@mollyheamazon
update example notebook for inference CLI (#151)
9fbec4a
@rsareddy0329Roja Reddy Sareddy
Training: Main documentation update (#153)
8034a24
* Training CLI & SDK: example notebook and README update
* Update training cli example notebook
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@zhaoqizqwang
Update inferenece SDK examples (#155)
0bcee6d
* Update inferenece SDK examples
* Update readme
@mollyheamazon
update help text to avoid truncation (#158)
d2130e9
@rsareddy0329Roja Reddy Sareddy
Enable telemetry for cli (#165)
e3fafe0
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* CLI: Enable Telemetry
* CLI: Enable Telemetry
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@DaniilGlazkoTR
Add an option to disable the deployment of KubeFlow TrainingOperator (#…
293f9b9
…102)
@nargokul
Remove unused param from documentation (#170)
9f534b4
@mollyheamazon
Update volume flag to support hostPath and pvc (#171)
ec8800d
* update help text to avoid truncation
* update volume flag to support hostPath and pvc, before e2e testing
* clean up and e2e working
* Minor updates after PR
* update
* Added unit tests for volume, all cli unit tests passed
@pintaoz-awspintaoz
Restructure list-cluster output (#173)
95e073e
Co-authored-by: pintaoz <pintaoz@amazon.com>
@zhaoqizqwang
Update inference config and integ tests (#167)
a8a2baf
* Update inference config and integ tests
* Update integ tests for new canaries
@mollyheamazon
Update readme for volume flag (#176)
2908a62
@pintaoz-awspintaoz
Manual release v3.0.2 (#177)
9b7220c
* Manual release v3.0.2
* Update changelog
---------
Co-authored-by: pintaoz <pintaoz@amazon.com>
@mollyheamazon
Add schema pattern check to pytorch-job template (#178)
36fac66
* Update readme for volume flag
* Add schema pattern check to pytorch-job template, unit test added, all test passed locally
@papriwal
Add version comptability check between server K8s and Client python K…
0de2138
…8s (#138)
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Fix unit test cases
* Move regex to a constant.
**Description**
- Removed an integration test case that was being mocked.
- Moved a regex to a constant.
**Testing Done**
Unit test cases pass no changes made to integration test cases and they should not be affected.
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Add ref link for version comptability contraints
**Description**
Added a link to k8s documentation mentioning the constraints that rule the version compatibility of client and server.
**Testing Done**
No breaking changes.
@zhaoqizqwang
Fix training test (#184)
dcbc8fb
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
@pintaoz-awspintaoz
Update logging information for submitting and deleting training job (#…
28424e4
…189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
@rsareddy0329
rsareddy0329
requested a review
from a team
as a code ownerAugust 5, 2025 23:05
rsareddy0329and others
added 4 commits
August 6, 2025 13:51
@rsareddy0329@zhaoqizqwang
@pintaoz-awspintaozRoja Reddy Sareddy
Merge Documentation changes to main for Launch (#196)
17cfdbd
* Update documentation-with-new-changes branch with latest changes from main (#190)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#191)
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* update documentation with new changes branch with latest changes (#194)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#195)
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#197)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#198)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation fixes (#199)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@mohamedzeidan2021Mohamed Zeidan
Added new column 'deploymeny configs' to the itable that allows user'…
6553766
…s to view SDK config code (#188)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@zhaoqizqwang
Add instance type support for ml.p6e-gb200.36xlarge (#204)
63ff3b4
* Add instance type support for ml.p6e-gb200.36xlarge
Updated support for ml.p6-b200.48xlarge as well
* Add ml.p6e-gb200.36xlarge to efa plugin
@mohamedzeidan2021Mohamed Zeidan
changed endpoint name from value user has to manually insert to place…
e3f697a
…holder value (#206)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@rgadagot
[DPD] DPD CRD changes with version bump to v3.2 (#427)
959b62b
* [DPD] DPD CRD changes with version bump to v3.2
* Pin operator to amd64 nodes via nodeAffinity and version bump to 2.2.1
@aws-brianxia
Add v1.1 Space parameters and addon version validation warning (#421)
8c6d83f
* Add queue name and priority param for space task governance
* Update Space parameters for addon version 0.1.6
* Implement integration tests for model v1.1 and fix version bug
@ShreyaGangishettyshreygan
Bump inference operator helm chart version to 2.2.2 with InitialRepli…
a00b22d
…caCount deprecation (#430)
Co-authored-by: shreygan <shreygan@amazon.com>
@chad119Chad Chiang
HYD region build (#437)
273ba0f
Co-authored-by: Chad Chiang <chadchc@amazon.com>
JunqiYeand others
added 11 commits
July 29, 2026 16:47
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2239.0_1.0.456.0 …
1a63d6e
…with CVE fixes and g4dn instance support (#439)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2297.0_1.0.474.0 …
b1f2fda
…with g7 and trn2.3xlarge instance support updates (#443)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@rsareddy0329Roja Reddy Sareddy
Bug fix in Hyperpod recipe rendering (#441)
ae1ccc1
* Bug fix in Hyperpod recipe rendering
* Bug fix in Hyperpod recipe rendering
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@jchatter321
feat: Add hyperpod ray endpoint operator chart (#445)
eccbd0f
@jchatter321
feat: Add hyp create ray-dashboard-connection command (#446)
cc1294b
@oyangz
Bump inference-operator to v3.4 (chart 2.4.0) with configurable resou…
0f0ff4b
…rce CRD fields (#448)
@nargokul
Add v3.10.0 changelog and version bump (#450)
b841ed8
* docs: add v3.10.0 changelog
* chore: bump project version to 3.10.0
@huaziyao
Add system-node-critical priorityClass to health-monitoring-agent Dae…
78ce39c
…monSets (#451)
Under node DiskPressure, HMA was evicted moments before a GPU failure went
undetected and unremediated (P438078245). Setting priorityClassName to the
built-in system-node-critical makes HMA the last pod evicted (after training
and other monitoring pods), preserving health monitoring during node pressure.
Mirrors what EKSNodeMonitoringAgent already does.
Applied to both the health-monitoring-agent (NVIDIA) and
health-monitoring-agent-non-nvidia (Trainium/Inferentia) DaemonSets.
Configurable via .Values.priorityClassName, defaulting to system-node-critical.
@mujtaba1747Syed Jafri
fix: update model to phi2 so test works on g5.8xlarge (#452)
dd1ea05
* fix: update instance type to g6e for deepseek integ tests
* fix: use smaller model so tests run on g5.8xlarge
---------
Co-authored-by: Syed Jafri <syedjfr@amazon.com>
@shantanutrip
chore(helm): bump inference-operator to v3.5 (chart 2.5.0) (#455)
5347af6
Bumps the inference-operator Helm chart to 2.5.0 (operator v3.5), updates the
umbrella chart dependency pin, and adds the weights-cache node affinity field
to the inference-operator CRDs.
@GusAntoniassi
fix: conditional aws-hyperpod namespace creation (#422)
0b979ef
* fix: conditional aws-hyperpod namespace creation
* fix: deep health check namespace reference
* chore: allow conditional creation of mpi-operator chart
* chore: address review changes
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20 participants

@rsareddy0329@github-advanced-security@nicolasj92@mujtaba1747@zhaoqizqwang@mohamedzeidan2021@Sean1783@aviruthen@Aditi2424@nargokul@pintaoz-aws@mollyheamazon@papriwal@lucasjia-aws@maheshxb@jiayelamazon@haardm@DaniilGlazkoTR@jam-jee@emeraldbay

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Merge latest changes from main to 'Documentation' branch  - #192
Open
rsareddy0329 wants to merge 235 commits into
documentationfrom 
main
Open
Merge latest changes from main to 'Documentation' branch #192
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documentationfrom 
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Conversation
@rsareddy0329
@rsareddy0329rsareddy0329
commented
Aug 5, 2025

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Collaborator
PR Approval Steps
For Requester
  1. Description

    •  Check the PR title and description for clarity. It should describe the changes made and the reason behind them.
    •  Ensure that the PR follows the contribution guidelines, if applicable.
  2. Security requirements

    •  Ensure that a Pull Request (PR) does not expose passwords and other sensitive information by using git-secrets and upload relevant evidence: https://github.com/awslabs/git-secrets
    •  Ensure commit has GitHub Commit Signature
  3. Manual review

    1. Click on the Files changed tab to see the code changes. Review the changes thoroughly:

      •  Code Quality: Check for coding standards, naming conventions, and readability.
      •  Functionality: Ensure that the changes meet the requirements and that all necessary code paths are tested.
      •  Security: Check for any security issues or vulnerabilities.
      •  Documentation: Confirm that any necessary documentation (code comments, README updates, etc.) has been updated.
  4. Check for Merge Conflicts:

    •  Verify if there are any merge conflicts with the base branch. GitHub will usually highlight this. If there are conflicts, you should resolve them.
For Reviewer
  1. Go through For Requester section to double check each item.
  2. Request Changes or Approve the PR:

    1. If the PR is ready to be merged, click Review changes and select Approve.
    2. If changes are required, select Request changes and provide feedback. Be constructive and clear in your feedback.
  3. Merging the PR

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    2. Merge the PR:

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      2. Confirm the merge by clicking Confirm merge.
Aditi2424and others
added 25 commits
July 18, 2025 12:24
@Aditi2424@adishaa
Update telemetry status to be Integer for parity (#130)
223af40
Co-authored-by: adishaa <adishaa@amazon.com>
@maheshxb
Release new version for Health Monitoring Agent (1.0.643.0_1.0.192.0)…
cf77296
… with minor improvements and bug fixes (#137)
@jiayelamazon
Release new version for Health Monitoring Agent (1.0.674.0_1.0.199.0)…
0342f60
… with minor improvements and bug fixes. (#139)
@mollyheamazon
update inference CLI describe command print for better visualization …
631ddf9
…and ux (#136)
@mollyheamazon
Update inference integ test to add dependency to improve telemetry ex…
dc440c3
…ception count data (#140)
@mollyheamazon
Manual release v3.0.1 (#143)
cc08405
* manual release v3.0.1
@mollyheamazon
change security-monitoring metrics data destination to us-east-2 for …
079fafd
…alarm fix (#147)
@haardm
feat: Add region detection to install Health Monitoring Agent and use…
29a16c5
… regionalized HMA URI (#141)
@zhaoqizqwang
Add unique time string to integ test (#150)
66232ed
* Add unique time string to integ test
* Update syntax
@mollyheamazon
update example notebook for inference CLI (#151)
9fbec4a
@rsareddy0329Roja Reddy Sareddy
Training: Main documentation update (#153)
8034a24
* Training CLI & SDK: example notebook and README update
* Update training cli example notebook
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@zhaoqizqwang
Update inferenece SDK examples (#155)
0bcee6d
* Update inferenece SDK examples
* Update readme
@mollyheamazon
update help text to avoid truncation (#158)
d2130e9
@rsareddy0329Roja Reddy Sareddy
Enable telemetry for cli (#165)
e3fafe0
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* CLI: Enable Telemetry
* CLI: Enable Telemetry
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@DaniilGlazkoTR
Add an option to disable the deployment of KubeFlow TrainingOperator (#…
293f9b9
…102)
@nargokul
Remove unused param from documentation (#170)
9f534b4
@mollyheamazon
Update volume flag to support hostPath and pvc (#171)
ec8800d
* update help text to avoid truncation
* update volume flag to support hostPath and pvc, before e2e testing
* clean up and e2e working
* Minor updates after PR
* update
* Added unit tests for volume, all cli unit tests passed
@pintaoz-awspintaoz
Restructure list-cluster output (#173)
95e073e
Co-authored-by: pintaoz <pintaoz@amazon.com>
@zhaoqizqwang
Update inference config and integ tests (#167)
a8a2baf
* Update inference config and integ tests
* Update integ tests for new canaries
@mollyheamazon
Update readme for volume flag (#176)
2908a62
@pintaoz-awspintaoz
Manual release v3.0.2 (#177)
9b7220c
* Manual release v3.0.2
* Update changelog
---------
Co-authored-by: pintaoz <pintaoz@amazon.com>
@mollyheamazon
Add schema pattern check to pytorch-job template (#178)
36fac66
* Update readme for volume flag
* Add schema pattern check to pytorch-job template, unit test added, all test passed locally
@papriwal
Add version comptability check between server K8s and Client python K…
0de2138
…8s (#138)
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Fix unit test cases
* Move regex to a constant.
**Description**
- Removed an integration test case that was being mocked.
- Moved a regex to a constant.
**Testing Done**
Unit test cases pass no changes made to integration test cases and they should not be affected.
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Add ref link for version comptability contraints
**Description**
Added a link to k8s documentation mentioning the constraints that rule the version compatibility of client and server.
**Testing Done**
No breaking changes.
@zhaoqizqwang
Fix training test (#184)
dcbc8fb
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
@pintaoz-awspintaoz
Update logging information for submitting and deleting training job (#…
28424e4
…189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
@rsareddy0329
rsareddy0329
requested a review
from a team
as a code ownerAugust 5, 2025 23:05
rsareddy0329and others
added 4 commits
August 6, 2025 13:51
@rsareddy0329@zhaoqizqwang
@pintaoz-awspintaozRoja Reddy Sareddy
Merge Documentation changes to main for Launch (#196)
17cfdbd
* Update documentation-with-new-changes branch with latest changes from main (#190)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#191)
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* update documentation with new changes branch with latest changes (#194)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#195)
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#197)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#198)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation fixes (#199)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@mohamedzeidan2021Mohamed Zeidan
Added new column 'deploymeny configs' to the itable that allows user'…
6553766
…s to view SDK config code (#188)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@zhaoqizqwang
Add instance type support for ml.p6e-gb200.36xlarge (#204)
63ff3b4
* Add instance type support for ml.p6e-gb200.36xlarge
Updated support for ml.p6-b200.48xlarge as well
* Add ml.p6e-gb200.36xlarge to efa plugin
@mohamedzeidan2021Mohamed Zeidan
changed endpoint name from value user has to manually insert to place…
e3f697a
…holder value (#206)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@rgadagot
[DPD] DPD CRD changes with version bump to v3.2 (#427)
959b62b
* [DPD] DPD CRD changes with version bump to v3.2
* Pin operator to amd64 nodes via nodeAffinity and version bump to 2.2.1
@aws-brianxia
Add v1.1 Space parameters and addon version validation warning (#421)
8c6d83f
* Add queue name and priority param for space task governance
* Update Space parameters for addon version 0.1.6
* Implement integration tests for model v1.1 and fix version bug
@ShreyaGangishettyshreygan
Bump inference operator helm chart version to 2.2.2 with InitialRepli…
a00b22d
…caCount deprecation (#430)
Co-authored-by: shreygan <shreygan@amazon.com>
@chad119Chad Chiang
HYD region build (#437)
273ba0f
Co-authored-by: Chad Chiang <chadchc@amazon.com>
JunqiYeand others
added 11 commits
July 29, 2026 16:47
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2239.0_1.0.456.0 …
1a63d6e
…with CVE fixes and g4dn instance support (#439)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2297.0_1.0.474.0 …
b1f2fda
…with g7 and trn2.3xlarge instance support updates (#443)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@rsareddy0329Roja Reddy Sareddy
Bug fix in Hyperpod recipe rendering (#441)
ae1ccc1
* Bug fix in Hyperpod recipe rendering
* Bug fix in Hyperpod recipe rendering
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@jchatter321
feat: Add hyperpod ray endpoint operator chart (#445)
eccbd0f
@jchatter321
feat: Add hyp create ray-dashboard-connection command (#446)
cc1294b
@oyangz
Bump inference-operator to v3.4 (chart 2.4.0) with configurable resou…
0f0ff4b
…rce CRD fields (#448)
@nargokul
Add v3.10.0 changelog and version bump (#450)
b841ed8
* docs: add v3.10.0 changelog
* chore: bump project version to 3.10.0
@huaziyao
Add system-node-critical priorityClass to health-monitoring-agent Dae…
78ce39c
…monSets (#451)
Under node DiskPressure, HMA was evicted moments before a GPU failure went
undetected and unremediated (P438078245). Setting priorityClassName to the
built-in system-node-critical makes HMA the last pod evicted (after training
and other monitoring pods), preserving health monitoring during node pressure.
Mirrors what EKSNodeMonitoringAgent already does.
Applied to both the health-monitoring-agent (NVIDIA) and
health-monitoring-agent-non-nvidia (Trainium/Inferentia) DaemonSets.
Configurable via .Values.priorityClassName, defaulting to system-node-critical.
@mujtaba1747Syed Jafri
fix: update model to phi2 so test works on g5.8xlarge (#452)
dd1ea05
* fix: update instance type to g6e for deepseek integ tests
* fix: use smaller model so tests run on g5.8xlarge
---------
Co-authored-by: Syed Jafri <syedjfr@amazon.com>
@shantanutrip
chore(helm): bump inference-operator to v3.5 (chart 2.5.0) (#455)
5347af6
Bumps the inference-operator Helm chart to 2.5.0 (operator v3.5), updates the
umbrella chart dependency pin, and adds the weights-cache node affinity field
to the inference-operator CRDs.
@GusAntoniassi
fix: conditional aws-hyperpod namespace creation (#422)
0b979ef
* fix: conditional aws-hyperpod namespace creation
* fix: deep health check namespace reference
* chore: allow conditional creation of mpi-operator chart
* chore: address review changes
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@github-advanced-securitygithub-advanced-security[bot]github-advanced-security[bot] left review comments
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20 participants

@rsareddy0329@github-advanced-security@nicolasj92@mujtaba1747@zhaoqizqwang@mohamedzeidan2021@Sean1783@aviruthen@Aditi2424@nargokul@pintaoz-aws@mollyheamazon@papriwal@lucasjia-aws@maheshxb@jiayelamazon@haardm@DaniilGlazkoTR@jam-jee@emeraldbay

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Merge latest changes from main to 'Documentation' branch  - #192
Open
rsareddy0329 wants to merge 235 commits into
documentationfrom 
main
Open
Merge latest changes from main to 'Documentation' branch #192
rsareddy0329 wants to merge 235 commits into
documentationfrom 
main
Conversation
@rsareddy0329
@rsareddy0329rsareddy0329
commented
Aug 5, 2025

Copy link


Copy Markdown

Collaborator
PR Approval Steps
For Requester
  1. Description

    •  Check the PR title and description for clarity. It should describe the changes made and the reason behind them.
    •  Ensure that the PR follows the contribution guidelines, if applicable.
  2. Security requirements

    •  Ensure that a Pull Request (PR) does not expose passwords and other sensitive information by using git-secrets and upload relevant evidence: https://github.com/awslabs/git-secrets
    •  Ensure commit has GitHub Commit Signature
  3. Manual review

    1. Click on the Files changed tab to see the code changes. Review the changes thoroughly:

      •  Code Quality: Check for coding standards, naming conventions, and readability.
      •  Functionality: Ensure that the changes meet the requirements and that all necessary code paths are tested.
      •  Security: Check for any security issues or vulnerabilities.
      •  Documentation: Confirm that any necessary documentation (code comments, README updates, etc.) has been updated.
  4. Check for Merge Conflicts:

    •  Verify if there are any merge conflicts with the base branch. GitHub will usually highlight this. If there are conflicts, you should resolve them.
For Reviewer
  1. Go through For Requester section to double check each item.
  2. Request Changes or Approve the PR:

    1. If the PR is ready to be merged, click Review changes and select Approve.
    2. If changes are required, select Request changes and provide feedback. Be constructive and clear in your feedback.
  3. Merging the PR

    1. Check the Merge Method:

      1. Decide on the appropriate merge method based on your repository's guidelines (e.g., Squash and merge, Rebase and merge, or Merge).
    2. Merge the PR:

      1. Click the Merge pull request button.
      2. Confirm the merge by clicking Confirm merge.
Aditi2424and others
added 25 commits
July 18, 2025 12:24
@Aditi2424@adishaa
Update telemetry status to be Integer for parity (#130)
223af40
Co-authored-by: adishaa <adishaa@amazon.com>
@maheshxb
Release new version for Health Monitoring Agent (1.0.643.0_1.0.192.0)…
cf77296
… with minor improvements and bug fixes (#137)
@jiayelamazon
Release new version for Health Monitoring Agent (1.0.674.0_1.0.199.0)…
0342f60
… with minor improvements and bug fixes. (#139)
@mollyheamazon
update inference CLI describe command print for better visualization …
631ddf9
…and ux (#136)
@mollyheamazon
Update inference integ test to add dependency to improve telemetry ex…
dc440c3
…ception count data (#140)
@mollyheamazon
Manual release v3.0.1 (#143)
cc08405
* manual release v3.0.1
@mollyheamazon
change security-monitoring metrics data destination to us-east-2 for …
079fafd
…alarm fix (#147)
@haardm
feat: Add region detection to install Health Monitoring Agent and use…
29a16c5
… regionalized HMA URI (#141)
@zhaoqizqwang
Add unique time string to integ test (#150)
66232ed
* Add unique time string to integ test
* Update syntax
@mollyheamazon
update example notebook for inference CLI (#151)
9fbec4a
@rsareddy0329Roja Reddy Sareddy
Training: Main documentation update (#153)
8034a24
* Training CLI & SDK: example notebook and README update
* Update training cli example notebook
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@zhaoqizqwang
Update inferenece SDK examples (#155)
0bcee6d
* Update inferenece SDK examples
* Update readme
@mollyheamazon
update help text to avoid truncation (#158)
d2130e9
@rsareddy0329Roja Reddy Sareddy
Enable telemetry for cli (#165)
e3fafe0
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* CLI: Enable Telemetry
* CLI: Enable Telemetry
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@DaniilGlazkoTR
Add an option to disable the deployment of KubeFlow TrainingOperator (#…
293f9b9
…102)
@nargokul
Remove unused param from documentation (#170)
9f534b4
@mollyheamazon
Update volume flag to support hostPath and pvc (#171)
ec8800d
* update help text to avoid truncation
* update volume flag to support hostPath and pvc, before e2e testing
* clean up and e2e working
* Minor updates after PR
* update
* Added unit tests for volume, all cli unit tests passed
@pintaoz-awspintaoz
Restructure list-cluster output (#173)
95e073e
Co-authored-by: pintaoz <pintaoz@amazon.com>
@zhaoqizqwang
Update inference config and integ tests (#167)
a8a2baf
* Update inference config and integ tests
* Update integ tests for new canaries
@mollyheamazon
Update readme for volume flag (#176)
2908a62
@pintaoz-awspintaoz
Manual release v3.0.2 (#177)
9b7220c
* Manual release v3.0.2
* Update changelog
---------
Co-authored-by: pintaoz <pintaoz@amazon.com>
@mollyheamazon
Add schema pattern check to pytorch-job template (#178)
36fac66
* Update readme for volume flag
* Add schema pattern check to pytorch-job template, unit test added, all test passed locally
@papriwal
Add version comptability check between server K8s and Client python K…
0de2138
…8s (#138)
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Fix unit test cases
* Move regex to a constant.
**Description**
- Removed an integration test case that was being mocked.
- Moved a regex to a constant.
**Testing Done**
Unit test cases pass no changes made to integration test cases and they should not be affected.
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Add ref link for version comptability contraints
**Description**
Added a link to k8s documentation mentioning the constraints that rule the version compatibility of client and server.
**Testing Done**
No breaking changes.
@zhaoqizqwang
Fix training test (#184)
dcbc8fb
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
@pintaoz-awspintaoz
Update logging information for submitting and deleting training job (#…
28424e4
…189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
@rsareddy0329
rsareddy0329
requested a review
from a team
as a code ownerAugust 5, 2025 23:05
rsareddy0329and others
added 4 commits
August 6, 2025 13:51
@rsareddy0329@zhaoqizqwang
@pintaoz-awspintaozRoja Reddy Sareddy
Merge Documentation changes to main for Launch (#196)
17cfdbd
* Update documentation-with-new-changes branch with latest changes from main (#190)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#191)
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* update documentation with new changes branch with latest changes (#194)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#195)
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#197)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#198)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation fixes (#199)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@mohamedzeidan2021Mohamed Zeidan
Added new column 'deploymeny configs' to the itable that allows user'…
6553766
…s to view SDK config code (#188)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@zhaoqizqwang
Add instance type support for ml.p6e-gb200.36xlarge (#204)
63ff3b4
* Add instance type support for ml.p6e-gb200.36xlarge
Updated support for ml.p6-b200.48xlarge as well
* Add ml.p6e-gb200.36xlarge to efa plugin
@mohamedzeidan2021Mohamed Zeidan
changed endpoint name from value user has to manually insert to place…
e3f697a
…holder value (#206)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@rgadagot
[DPD] DPD CRD changes with version bump to v3.2 (#427)
959b62b
* [DPD] DPD CRD changes with version bump to v3.2
* Pin operator to amd64 nodes via nodeAffinity and version bump to 2.2.1
@aws-brianxia
Add v1.1 Space parameters and addon version validation warning (#421)
8c6d83f
* Add queue name and priority param for space task governance
* Update Space parameters for addon version 0.1.6
* Implement integration tests for model v1.1 and fix version bug
@ShreyaGangishettyshreygan
Bump inference operator helm chart version to 2.2.2 with InitialRepli…
a00b22d
…caCount deprecation (#430)
Co-authored-by: shreygan <shreygan@amazon.com>
@chad119Chad Chiang
HYD region build (#437)
273ba0f
Co-authored-by: Chad Chiang <chadchc@amazon.com>
JunqiYeand others
added 11 commits
July 29, 2026 16:47
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2239.0_1.0.456.0 …
1a63d6e
…with CVE fixes and g4dn instance support (#439)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2297.0_1.0.474.0 …
b1f2fda
…with g7 and trn2.3xlarge instance support updates (#443)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@rsareddy0329Roja Reddy Sareddy
Bug fix in Hyperpod recipe rendering (#441)
ae1ccc1
* Bug fix in Hyperpod recipe rendering
* Bug fix in Hyperpod recipe rendering
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@jchatter321
feat: Add hyperpod ray endpoint operator chart (#445)
eccbd0f
@jchatter321
feat: Add hyp create ray-dashboard-connection command (#446)
cc1294b
@oyangz
Bump inference-operator to v3.4 (chart 2.4.0) with configurable resou…
0f0ff4b
…rce CRD fields (#448)
@nargokul
Add v3.10.0 changelog and version bump (#450)
b841ed8
* docs: add v3.10.0 changelog
* chore: bump project version to 3.10.0
@huaziyao
Add system-node-critical priorityClass to health-monitoring-agent Dae…
78ce39c
…monSets (#451)
Under node DiskPressure, HMA was evicted moments before a GPU failure went
undetected and unremediated (P438078245). Setting priorityClassName to the
built-in system-node-critical makes HMA the last pod evicted (after training
and other monitoring pods), preserving health monitoring during node pressure.
Mirrors what EKSNodeMonitoringAgent already does.
Applied to both the health-monitoring-agent (NVIDIA) and
health-monitoring-agent-non-nvidia (Trainium/Inferentia) DaemonSets.
Configurable via .Values.priorityClassName, defaulting to system-node-critical.
@mujtaba1747Syed Jafri
fix: update model to phi2 so test works on g5.8xlarge (#452)
dd1ea05
* fix: update instance type to g6e for deepseek integ tests
* fix: use smaller model so tests run on g5.8xlarge
---------
Co-authored-by: Syed Jafri <syedjfr@amazon.com>
@shantanutrip
chore(helm): bump inference-operator to v3.5 (chart 2.5.0) (#455)
5347af6
Bumps the inference-operator Helm chart to 2.5.0 (operator v3.5), updates the
umbrella chart dependency pin, and adds the weights-cache node affinity field
to the inference-operator CRDs.
@GusAntoniassi
fix: conditional aws-hyperpod namespace creation (#422)
0b979ef
* fix: conditional aws-hyperpod namespace creation
* fix: deep health check namespace reference
* chore: allow conditional creation of mpi-operator chart
* chore: address review changes
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@rsareddy0329@github-advanced-security@nicolasj92@mujtaba1747@zhaoqizqwang@mohamedzeidan2021@Sean1783@aviruthen@Aditi2424@nargokul@pintaoz-aws@mollyheamazon@papriwal@lucasjia-aws@maheshxb@jiayelamazon@haardm@DaniilGlazkoTR@jam-jee@emeraldbay

, 'i');
if (__m === '*' || __re.test(location.href)) {
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} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
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Merge latest changes from main to 'Documentation' branch  - #192
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PR Approval Steps
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      2. Confirm the merge by clicking Confirm merge.
Aditi2424and others
added 25 commits
July 18, 2025 12:24
@Aditi2424@adishaa
Update telemetry status to be Integer for parity (#130)
223af40
Co-authored-by: adishaa <adishaa@amazon.com>
@maheshxb
Release new version for Health Monitoring Agent (1.0.643.0_1.0.192.0)…
cf77296
… with minor improvements and bug fixes (#137)
@jiayelamazon
Release new version for Health Monitoring Agent (1.0.674.0_1.0.199.0)…
0342f60
… with minor improvements and bug fixes. (#139)
@mollyheamazon
update inference CLI describe command print for better visualization …
631ddf9
…and ux (#136)
@mollyheamazon
Update inference integ test to add dependency to improve telemetry ex…
dc440c3
…ception count data (#140)
@mollyheamazon
Manual release v3.0.1 (#143)
cc08405
* manual release v3.0.1
@mollyheamazon
change security-monitoring metrics data destination to us-east-2 for …
079fafd
…alarm fix (#147)
@haardm
feat: Add region detection to install Health Monitoring Agent and use…
29a16c5
… regionalized HMA URI (#141)
@zhaoqizqwang
Add unique time string to integ test (#150)
66232ed
* Add unique time string to integ test
* Update syntax
@mollyheamazon
update example notebook for inference CLI (#151)
9fbec4a
@rsareddy0329Roja Reddy Sareddy
Training: Main documentation update (#153)
8034a24
* Training CLI & SDK: example notebook and README update
* Update training cli example notebook
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@zhaoqizqwang
Update inferenece SDK examples (#155)
0bcee6d
* Update inferenece SDK examples
* Update readme
@mollyheamazon
update help text to avoid truncation (#158)
d2130e9
@rsareddy0329Roja Reddy Sareddy
Enable telemetry for cli (#165)
e3fafe0
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* Enable Hyperpod telemetry
* CLI: Enable Telemetry
* CLI: Enable Telemetry
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@DaniilGlazkoTR
Add an option to disable the deployment of KubeFlow TrainingOperator (#…
293f9b9
…102)
@nargokul
Remove unused param from documentation (#170)
9f534b4
@mollyheamazon
Update volume flag to support hostPath and pvc (#171)
ec8800d
* update help text to avoid truncation
* update volume flag to support hostPath and pvc, before e2e testing
* clean up and e2e working
* Minor updates after PR
* update
* Added unit tests for volume, all cli unit tests passed
@pintaoz-awspintaoz
Restructure list-cluster output (#173)
95e073e
Co-authored-by: pintaoz <pintaoz@amazon.com>
@zhaoqizqwang
Update inference config and integ tests (#167)
a8a2baf
* Update inference config and integ tests
* Update integ tests for new canaries
@mollyheamazon
Update readme for volume flag (#176)
2908a62
@pintaoz-awspintaoz
Manual release v3.0.2 (#177)
9b7220c
* Manual release v3.0.2
* Update changelog
---------
Co-authored-by: pintaoz <pintaoz@amazon.com>
@mollyheamazon
Add schema pattern check to pytorch-job template (#178)
36fac66
* Update readme for volume flag
* Add schema pattern check to pytorch-job template, unit test added, all test passed locally
@papriwal
Add version comptability check between server K8s and Client python K…
0de2138
…8s (#138)
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Fix unit test cases
* Move regex to a constant.
**Description**
- Removed an integration test case that was being mocked.
- Moved a regex to a constant.
**Testing Done**
Unit test cases pass no changes made to integration test cases and they should not be affected.
* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s
* Add ref link for version comptability contraints
**Description**
Added a link to k8s documentation mentioning the constraints that rule the version compatibility of client and server.
**Testing Done**
No breaking changes.
@zhaoqizqwang
Fix training test (#184)
dcbc8fb
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
@pintaoz-awspintaoz
Update logging information for submitting and deleting training job (#…
28424e4
…189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
@rsareddy0329
rsareddy0329
requested a review
from a team
as a code ownerAugust 5, 2025 23:05
rsareddy0329and others
added 4 commits
August 6, 2025 13:51
@rsareddy0329@zhaoqizqwang
@pintaoz-awspintaozRoja Reddy Sareddy
Merge Documentation changes to main for Launch (#196)
17cfdbd
* Update documentation-with-new-changes branch with latest changes from main (#190)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#191)
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* update documentation with new changes branch with latest changes (#194)
* Fix training test (#184)
* Fix SDK training test: Add wait time before refresh
* Fix training tests in canaries
* Update logging information for submitting and deleting training job (#189)
Co-authored-by: pintaoz <pintaoz@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
* Documentation Fixes (#195)
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#197)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation Fixes (#198)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
* Documentation fixes (#199)
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
* Documentation Fixes
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
---------
Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@mohamedzeidan2021Mohamed Zeidan
Added new column 'deploymeny configs' to the itable that allows user'…
6553766
…s to view SDK config code (#188)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@zhaoqizqwang
Add instance type support for ml.p6e-gb200.36xlarge (#204)
63ff3b4
* Add instance type support for ml.p6e-gb200.36xlarge
Updated support for ml.p6-b200.48xlarge as well
* Add ml.p6e-gb200.36xlarge to efa plugin
@mohamedzeidan2021Mohamed Zeidan
changed endpoint name from value user has to manually insert to place…
e3f697a
…holder value (#206)
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@rgadagot
[DPD] DPD CRD changes with version bump to v3.2 (#427)
959b62b
* [DPD] DPD CRD changes with version bump to v3.2
* Pin operator to amd64 nodes via nodeAffinity and version bump to 2.2.1
@aws-brianxia
Add v1.1 Space parameters and addon version validation warning (#421)
8c6d83f
* Add queue name and priority param for space task governance
* Update Space parameters for addon version 0.1.6
* Implement integration tests for model v1.1 and fix version bug
@ShreyaGangishettyshreygan
Bump inference operator helm chart version to 2.2.2 with InitialRepli…
a00b22d
…caCount deprecation (#430)
Co-authored-by: shreygan <shreygan@amazon.com>
@chad119Chad Chiang
HYD region build (#437)
273ba0f
Co-authored-by: Chad Chiang <chadchc@amazon.com>
JunqiYeand others
added 11 commits
July 29, 2026 16:47
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2239.0_1.0.456.0 …
1a63d6e
…with CVE fixes and g4dn instance support (#439)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@JunqiYeJunqi Ye
Release new version for Health Monitoring Agent 1.0.2297.0_1.0.474.0 …
b1f2fda
…with g7 and trn2.3xlarge instance support updates (#443)
Co-authored-by: Junqi Ye <junqiye@amazon.com>
@rsareddy0329Roja Reddy Sareddy
Bug fix in Hyperpod recipe rendering (#441)
ae1ccc1
* Bug fix in Hyperpod recipe rendering
* Bug fix in Hyperpod recipe rendering
---------
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@jchatter321
feat: Add hyperpod ray endpoint operator chart (#445)
eccbd0f
@jchatter321
feat: Add hyp create ray-dashboard-connection command (#446)
cc1294b
@oyangz
Bump inference-operator to v3.4 (chart 2.4.0) with configurable resou…
0f0ff4b
…rce CRD fields (#448)
@nargokul
Add v3.10.0 changelog and version bump (#450)
b841ed8
* docs: add v3.10.0 changelog
* chore: bump project version to 3.10.0
@huaziyao
Add system-node-critical priorityClass to health-monitoring-agent Dae…
78ce39c
…monSets (#451)
Under node DiskPressure, HMA was evicted moments before a GPU failure went
undetected and unremediated (P438078245). Setting priorityClassName to the
built-in system-node-critical makes HMA the last pod evicted (after training
and other monitoring pods), preserving health monitoring during node pressure.
Mirrors what EKSNodeMonitoringAgent already does.
Applied to both the health-monitoring-agent (NVIDIA) and
health-monitoring-agent-non-nvidia (Trainium/Inferentia) DaemonSets.
Configurable via .Values.priorityClassName, defaulting to system-node-critical.
@mujtaba1747Syed Jafri
fix: update model to phi2 so test works on g5.8xlarge (#452)
dd1ea05
* fix: update instance type to g6e for deepseek integ tests
* fix: use smaller model so tests run on g5.8xlarge
---------
Co-authored-by: Syed Jafri <syedjfr@amazon.com>
@shantanutrip
chore(helm): bump inference-operator to v3.5 (chart 2.5.0) (#455)
5347af6
Bumps the inference-operator Helm chart to 2.5.0 (operator v3.5), updates the
umbrella chart dependency pin, and adds the weights-cache node affinity field
to the inference-operator CRDs.
@GusAntoniassi
fix: conditional aws-hyperpod namespace creation (#422)
0b979ef
* fix: conditional aws-hyperpod namespace creation
* fix: deep health check namespace reference
* chore: allow conditional creation of mpi-operator chart
* chore: address review changes
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1 more reviewer

@github-advanced-securitygithub-advanced-security[bot]github-advanced-security[bot] left review comments
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At least 2 approving reviews are required to merge this pull request.


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20 participants

@rsareddy0329@github-advanced-security@nicolasj92@mujtaba1747@zhaoqizqwang@mohamedzeidan2021@Sean1783@aviruthen@Aditi2424@nargokul@pintaoz-aws@mollyheamazon@papriwal@lucasjia-aws@maheshxb@jiayelamazon@haardm@DaniilGlazkoTR@jam-jee@emeraldbay