Deepspeed Support

[tylertitsworth]

Description

Customer request to add deepspeed support with OneCCL integration to IPEX MultiNode Container.

Related Issue

MLOPS-2007

Changes Made

• pip reqs to be displayed correctly in docs matrix
• remove unnecessary requirements files from container image
• add apt reqs for deepspeed
• build deepspeed with ops after installing multinode reqs
• add pip reqs for deepspeed
• update ipex-resnet50 test to include deepspeed mode
• add deepspeed integration test
• add deepspeed report test
• The code follows the project's coding standards.
• No Intel Internal IP is present within the changes.
• The documentation has been updated to reflect any changes in functionality.

Validation

All done locally.

• I have tested any changes in container groups locally with test_runner.py with all existing tests passing, and I have added new tests where applicable.

[github-actions]

Dependency Review

The following issues were found:

• ✅ 0 vulnerable package(s)
• ✅ 0 package(s) with incompatible licenses
• ✅ 0 package(s) with invalid SPDX license definitions
• ⚠️ 1 package(s) with unknown licenses.

See the Details below.

License Issues

pytorch/multinode/requirements.txt

Package	Version	License	Issue Type
oneccl-devel	>= 2021.13.0	Null	Unknown License

OpenSSF Scorecard

Package	Version	Score	Details
pip/mpi4py	>= 3.1.0	🟢 6.2	Details Check Score Reason Maintained 🟢 10 30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10 Code-Review ⚠️ 0 Found 0/14 approved changesets -- score normalized to 0 CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected License 🟢 10 license file detected Signed-Releases ⚠️ 0 Project has not signed or included provenance with any releases. Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Binary-Artifacts 🟢 10 no binaries found in the repo Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Fuzzing ⚠️ 0 project is not fuzzed Security-Policy ⚠️ 0 security policy file not detected Vulnerabilities 🟢 10 0 existing vulnerabilities detected Packaging 🟢 10 packaging workflow detected SAST 🟢 10 SAST tool is run on all commits
pip/oneccl-devel	>= 2021.13.0	Unknown	Unknown

Scanned Manifest Files

pytorch/multinode/requirements.txt

• mpi4py@>= 3.1.0
• oneccl-devel@>= 2021.13.0

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[sramakintel]

looks good.