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DFP Integrated Training Updates (Stress Testing/Benchmarks) #924

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bsuryadevara
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@bsuryadevara bsuryadevara commented May 1, 2023

Description

  • Updated DFP integrated training benchmarks
  • Updated DFP integrated training modules to avoid out of memory error for training and inference tasks
  • Updated docs and added structural diagrams for better understanding of the workflow
  • Added monitor module implementation
  • Separated batch (file) and streaming (kafka) pipeline execution files
  • Re-organised notebooks to notebooks folder
  • Added new control message definitions
  • Added notebooks for DFP integrated training (Duo and Azure) with workflow diagrams and documentation.
  • Ensured all (DFP stages and modules) the notebooks running successfully
  • Addressed most of the flake8 warnings

Checklist

  • I am familiar with the Contributing Guidelines.
  • New or existing tests cover these changes.
  • The documentation is up to date with these changes.

@bsuryadevara bsuryadevara added enhancement Additional functionality added to an existing feature non-breaking Non-breaking change improvement Improvement to existing functionality 2 - In Progress labels May 1, 2023
@bsuryadevara bsuryadevara requested review from a team as code owners May 1, 2023 15:08
@bsuryadevara bsuryadevara self-assigned this May 1, 2023
@bsuryadevara bsuryadevara linked an issue May 1, 2023 that may be closed by this pull request
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@mdemoret-nv mdemoret-nv left a comment

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Approving once comments are fixed and @dagardner-nv has reviewed the docs changes we can merge.

@bsuryadevara bsuryadevara marked this pull request as draft May 1, 2023 20:11
bsuryadevara and others added 10 commits May 1, 2023 15:23
…s/dfp_inference_pipe.py

Co-authored-by: David Gardner <96306125+dagardner-nv@users.noreply.github.com>
…s/dfp_training_pipe.py

Co-authored-by: David Gardner <96306125+dagardner-nv@users.noreply.github.com>
…s/dfp_inference_pipe.py

Co-authored-by: David Gardner <96306125+dagardner-nv@users.noreply.github.com>
…_fingerprinting.md

Co-authored-by: David Gardner <96306125+dagardner-nv@users.noreply.github.com>
…ment.md

Co-authored-by: David Gardner <96306125+dagardner-nv@users.noreply.github.com>
…/README.md

Co-authored-by: David Gardner <96306125+dagardner-nv@users.noreply.github.com>
@bsuryadevara bsuryadevara marked this pull request as ready for review May 3, 2023 06:28
…/README.md

Co-authored-by: David Gardner <96306125+dagardner-nv@users.noreply.github.com>
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/merge

@rapids-bot rapids-bot bot merged commit e103a58 into nv-morpheus:branch-23.07 May 3, 2023
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enhancement Additional functionality added to an existing feature improvement Improvement to existing functionality non-breaking Non-breaking change
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[FEA]: DFP Stress/Benchmark testing Updates
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