v24.06.00

What's Changed

• Fix SOK test script path by @EmmaQiaoCh in #1088
• Some fixes for security issue by @EmmaQiaoCh in #1094
• Add GDPR info into footer by @mikemckiernan in #1096
• [HugeCTR]Add a new base for hugectr by @EmmaQiaoCh in #1098

Full Changelog: v23.12.00...v24.06.00

v23.12.00

What's Changed

• Update for onnxruntime by @EmmaQiaoCh in #1075
• clean up the legacy Hugectr inference example with HugeCTR Triton Bac… by @EmmaQiaoCh in #1081
• Pull request/1085 by @EmmaQiaoCh in #1086

Full Changelog: v23.09.00...v23.12.00

v23.09.00

What's Changed

• Use copy-pr-bot by @ajschmidt8 in #1062
• Update gpu-ci.yml remove pull request triggers by @jperez999 in #1067
• Update gpu-ci.yml to add container by @jperez999 in #1066
• Pull request/1065 by @jperez999 in #1068
• Pull request/1064 by @EmmaQiaoCh in #1069
• Remove the inference related test by @EmmaQiaoCh in #1072

New Contributors

• @ajschmidt8 made their first contribution in #1062

Full Changelog: v23.08.00...v23.09.00

v23.08.00

What's Changed

• add keyring update back by @jperez999 in #1013
• Improvements in Quick-start for Ranking by @gabrielspmoreira in #1014
• Fixed preprocessing and training scripts in Quick-start for Ranking by @gabrielspmoreira in #1017
• fix feast repo name in building-and-deploying-multi-stage-RecSys examples by @rnyak in #1020
• activate cubinlinker lines in ci dockerfile by @jperez999 in #1031
• add changelog 23.06 structure by @nv-alaiacano in #1009
• Support matrix updates for 23.06 by @nv-alaiacano in #1035
• Update README.md by @jayrodge in #1037
• Update ci container by @jperez999 in #1036
• ptx install using pip by @jperez999 in #1038
• Moving systems examples to Merlin by @rnyak in #1034
• Creating integration tests for quick-start for ranking by @gabrielspmoreira in #1015
• Pass a DataFrame to setup_faiss instead of array by @oliverholworthy in #1047
• Move Next-Item-Prediction-with-Transformers examples from models by @radekosmulski in #1028
• updates notebooks for multistage with subgraphs by @jperez999 in #1022
• Update Documentation theme from sphinx_rtd_theme to sphinx_book_theme by @oliverholworthy in #1046
• update link to training tutorial by @andompesta in #1050
• CTR dockerfile for 23.06 by @bashimao in #1018
• update dockerfile.tf and dockerfile.torch by @EmmaQiaoCh in #1043
• add package check for tests by @jperez999 in #1056
• Enable cross-compiling for x86 + NVIDIA Grace (ARM64) by @bashimao in #1049
• Fix sok test error due to conflict version of tensorflow-metadata by @EmmaQiaoCh in #1057
• fixes for error in merlin tests by @jperez999 in #1059
• Fix merlin errs by @jperez999 in #1060
• deactivate merlin repo integration tests for merlin-tensorflow container by @jperez999 in #1061

New Contributors

• @jayrodge made their first contribution in #1037
• @andompesta made their first contribution in #1050

Full Changelog: v23.06.00...v23.08.00

v23.05.00

What’s Changed

🐜 Bug Fixes

• revert tensorflow install @jperez999 (#997)
• update paths in deploying recsys example @nv-alaiacano (#988)
• WAR for hugectr gmock build error @EmmaQiaoCh (#982)
• Quick-start for Ranking: Fix bug when saving model trained with single task and moved util classes to Models @gabrielspmoreira (#967)

🚀 Features

• Quick-start for ranking - Added --shuffled_train arg to ranking.py script @gabrielspmoreira (#985)
• Update feast to run on newest release version 0.31 @jperez999 (#975)
• Quick-start for Ranking: Fix bug when saving model trained with single task and moved util classes to Models @gabrielspmoreira (#967)

📄 Documentation

• Quick start for Ranking - Include support for Triton inference @rnyak (#966)
• Add Recommender Model Guide @bschifferer (#953)
• Support matrix updates for 23.04 @nvidia-merlin-bot (#959)
• add 22.04 changelog @nv-alaiacano (#954)

🔧 Maintenance

• revert tensorflow install @jperez999 (#997)
• Update dockerfile for release-23.05 @nv-alaiacano (#996)
• syntax fix: use f-string @nv-alaiacano (#990)
• update paths in deploying recsys example @nv-alaiacano (#988)
• Update feast to run on newest release version 0.31 @jperez999 (#975)
• downgrade protobuf after feast install @jperez999 (#984)
• WAR for hugectr gmock build error @EmmaQiaoCh (#982)
• Update for new CUDA/arrow/parquet @EmmaQiaoCh (#974)
• Bump dask and pyarrow versions in integration test @edknv (#979)
• fix ci container to work with new environment @jperez999 (#981)
• Update merlin base to use triton/dlfw 23.03 @edknv (#976)
• Add requirements.txt that points to Merlin 23.04 releases @karlhigley (#939)
• Add workflows to check base branch and set stable branch @oliverholworthy (#965)
• Update tag pattern in GitHub Workflows @oliverholworthy (#964)
• don't re-run tests on closed PR @nv-alaiacano (#963)

v23.04.00

What’s Changed

🐜 Bug Fixes

• update version of cupy to be 12.0.0 minimum @jperez999 (#899)
• Replace nvtabular.utils with merlin.core.compat in criteo nvtabular n… @edknv (#892)
• Install horovod 0.27 for tensorflow 2.11 support @edknv (#883)
• Update transformers tf 2 11 @jperez999 (#882)
• Minor adjustments to the example notebooks and tests @karlhigley (#864)

🚀 Features

• Update sok ut @EmmaQiaoCh (#876)

📄 Documentation

• remove legacy examples @radekosmulski (#868)
• Support matrix updates for 23.02 @nvidia-merlin-bot (#854)

🔧 Maintenance

• Install comptabile version of protobuf in integration test @edknv (#911)
• Don't install distributed embeddings by default, remove tests @nv-alaiacano (#908)
• add TARGETARCH arg with default @nv-alaiacano (#902)
• Remove duplicate build image in base Dockerfile @karlhigley (#901)
• update version of cupy to be 12.0.0 minimum @jperez999 (#899)
• Update unit tests to remove num_rows in read_parquet() @edknv (#891)
• Revert "Install horovod 0.27 for tensorflow 2.11 support (#883)" @edknv (#890)
• Update dependency versions in integration tests @edknv (#885)
• Install horovod 0.27 for tensorflow 2.11 support @edknv (#883)
• Update transformers tf 2 11 @jperez999 (#882)
• Update sok ut @EmmaQiaoCh (#876)
• increase container size @jperez999 (#869)
• Fix libnvinfer conflict @EmmaQiaoCh (#855)
• Bump ipython from 8.2.0 to 8.10.0 in /docs @dependabot (#848)
• Arm64 support in dockerfile.merlin @jlinford (#846)
• Use 'scikit-learn' rather than 'sklearn' in ci-runner @edknv (#860)
• Bump tensorflow version in ci-runner to 2.10 @edknv (#849)
• Remove the legacy Getting Started With MovieLens example notebooks @karlhigley (#859)

v23.02.00

What’s Changed

🚀 Features

• Replace next(iter(loader)) with loader.peek() @edknv (#778)

📄 Documentation

• update README.md/docs @radekosmulski (#804)
• add links to docs @radekosmulski (#802)
• Review getting started examples @radekosmulski (#779)
• Support matrix updates for 22.12 @nvidia-merlin-bot (#784)
• Replace next(iter(loader)) with loader.peek() @edknv (#778)
• Address review feedback @mikemckiernan (#755)
• Inconsistent order of columns in getting-started-movielens tutorial @mikemckiernan (#758)
• Remove legacy Criteo examples @bschifferer (#757)
• Review Criteo Examples and Added Unittest @bschifferer (#756)
• Add SageMaker example to docs @mikemckiernan (#754)
• Support matrix updates for 22.11 @nvidia-merlin-bot (#747)

🔧 Maintenance

• container size increase to 16gb @jperez999 (#847)
• Install hps backend and hps trt plugin in hugectr/tf/pytorch @EmmaQiaoCh (#783)
• Add transformers==4.26.1 to CI runner image @oliverholworthy (#843)
• Pin dask/distributed package versions after other installs in CI image @karlhigley (#841)
• Fix a variety of minor issues with the CI container build @karlhigley (#840)
• Adjust Merlin library installs in the nightly images @karlhigley (#839)
• Fix string literal comparison in CI container test script @karlhigley (#838)
• Consolidate size checks in container builds @karlhigley (#837)
• fix size check to exclude mounts @jperez999 (#836)
• Skip the container size check for the CI container @karlhigley (#832)
• Remove NVT Triton back-end install from Docker base image @karlhigley (#831)
• Pin pynvml to 11.4.1 @oliverholworthy (#830)
• fix syntax error @nv-alaiacano (#821)
• Shallow Clone HugeCTR submodules and remove .git/modules @oliverholworthy (#817)
• clean up .git from cloned repos after installing @nv-alaiacano (#812)
• Use --no-cache-dir on all pip install commands in dockerfiles @oliverholworthy (#808)
• Add container size check to check script @jperez999 (#790)
• Container size fix for <15gb @jperez999 (#789)
• Fix docs build to use tox, as described @mikemckiernan (#803)
• Install protobuf==3.20.3 for hugectr @EmmaQiaoCh (#777)
• update dockerfile merlin base container @jperez999 (#781)
• save env var for systems test @jperez999 (#780)
• Replace next(iter(loader)) with loader.peek() @edknv (#778)
• adding workflow for gpu ci on gha runner @jperez999 (#775)
• revert ci change @bschifferer (#774)
• Remove data manipulation in integration test and run the first notebo… @edknv (#773)
• Pin pyarrow version for integration tests @oliverholworthy (#770)
• Replace ensemble_model with executor_model @oliverholworthy (#772)
• Remove hugectr test @jperez999 (#771)
• Increase timeout of scaling-criteo/03-Training-with-HugeCTR test @oliverholworthy (#769)
• Bump treelite to 2.4.0 to match with Triton 22.11 @karlhigley (#750)
• Pin protobuf version in merlin base container to 3.20.3 @oliverholworthy (#765)
• add gcp label to jenkinsfile @AyodeAwe (#762)
• Update hps_tf folder name @EmmaQiaoCh (#763)
• fixes support library lookups for torch @jperez999 (#761)
• Migrate the legacy examples to the Merlin repo @karlhigley (#742)
• Replace sklearn by scikit-learn in pip install @edknv (#753)
• Adjust package paths for torch, numpy, numba in Torch Docker image @karlhigley (#751)
• update drafter to work on tags @jperez999 (#743)
• Add Jenkinsfile @AyodeAwe (#734)

v22.11.00

What’s Changed

🐜 Bug Fixes

• Update dockerfile.ci to find the NVT dev requirements file @karlhigley (#740)
• Restrict cmake<3.25.0 to avoid an issue finding CUDA toolkit @karlhigley (#739)
• add required dataloader dependency to run unit tests for dataloader @jperez999 (#735)
• anchor xgboost to 1.6.2 to make tests pass @jperez999 (#726)
• adding new metric loss_batch from merlin models @jperez999 (#727)

📄 Documentation

• Add example notebook for training and inference on Sagemaker @edknv (#692)

🔧 Maintenance

• Add Jenkinsfile @AyodeAwe (#734)
• Update dockerfile.ci to find the NVT dev requirements file @karlhigley (#740)
• Restrict cmake<3.25.0 to avoid an issue finding CUDA toolkit @karlhigley (#739)
• add required dataloader dependency to run unit tests for dataloader @jperez999 (#735)
• add dataloader unit testing to container run @jperez999 (#728)
• Increase timeout of multi-stage notebook test from 120 to 180 @oliverholworthy (#729)
• anchor xgboost to 1.6.2 to make tests pass @jperez999 (#726)
• adding new metric loss_batch from merlin models @jperez999 (#727)

22.10

What’s Changed

• Remove nvtabular backend @jperez999 (#378)
• Adding instructions for running the E2E example on CPU @AshishSardana (#332)
• add fastai to torch dockerfile @jperez999 (#363)
• Fail the build if tritonserver is missing from inference containers @benfred (#358)
• Use python setup.py install to install SOK @jperez999 (#357)
• hugectr dockerfile update @jperez999 (#355)
• Add sparse operation kit and distributed embeddings to tf image @jperez999 (#354)
• Update hugectr and torch dockerfiles @jperez999 (#353)
• Update merlin base dockerfile for 22.05 @jperez999 (#348)
• Update Arrow and triton versions @jperez999 (#347)
• Sys tests fix @jperez999 (#342)
• add Tf keras to dockerfile @jperez999 (#341)
• Fix ci routes @jperez999 (#331)
• Ci update @jperez999 (#337)
• Update CI dockerfile with new cuda keyring and keys for repo @jperez999 (#334)
• Fix CVE @jperez999 (#328)
• Distributed embeddings failing to install because of PYTHONPATH Edit before hand @jperez999 (#326)
• Fix for 'import error' in merlin-tensorflow-training:22.05 @EmmaQiaoCh (#317)
• Merlin rm bad key @jperez999 (#316)
• Merlin rm bad key @jperez999 (#314)
• Remove bad key for Nvidia apt repositories @jperez999 (#311)
• Add torch inf @jperez999 (#307)
• Add torch inf @jperez999 (#305)
• Remove merlin PYTHONPATH edits @jperez999 (#304)
• remove horovod upgrade to fix tf perf issue @zehuanw (#302)
• Add container infos to notebooks @bschifferer (#298)
• Rm pip e @jperez999 (#300)

⚠ Breaking Changes

• Update for change of hugectr branch name @EmmaQiaoCh (#705)
• Fix ci order @jperez999 (#581)
• Fix int test @jperez999 (#578)
• Add numpy anchor version after all package building and updates @jperez999 (#566)
• Fix unit scaling criteo inference serving @jperez999 (#559)
• Moving loss and metrics to model.compile @oliverholworthy (#340)

🐜 Bug Fixes

• adding dataloader repo to dockerfile @jperez999 (#722)
• add in reinstall for dask and distributed after feast install @jperez999 (#713)
• create resilient directory rm @jperez999 (#718)
• fix missing lib issue by adding from upstream @jperez999 (#689)
• get numba from upstream container @jperez999 (#690)
• Adding git pull command to nightly docker to ensure latest commit @jperez999 (#617)
• Fix unit scaling criteo inference serving @jperez999 (#559)
• Fix integration test and update NB @radekosmulski (#544)
• Fix nightly container builds @benfred (#518)
• Fix typo in CI script file name @karlhigley (#445)
• remove extra CMD from containers @jperez999 (#390)
• Add pytorch tritonserver backend to ci dockerfile @jperez999 (#441)
• updates from entrypoint and cupy cuda116 @jperez999 (#389)
• Add matplotlib to torch container @jperez999 (#386)
• Add nvt backend back into containers @jperez999 (#382)
• Remove entrypoint from inference/training images. @oliverholworthy (#336)
• fix: "illegal instruction" error in hugectr test jobs @EmmaQiaoCh (#295)

🚀 Features

• Add Dropna to remove nulls in the dataset that creates error in the integration test of multi-stage deployment nb @rnyak (#629)
• Update multi-stage deployment notebooks and integration test @rnyak (#627)
• modify multi-stage deployment nbs wrt recent changes in systems  @rnyak (#621)
• Changes for hugectr @EmmaQiaoCh (#502)
• fixes in the PoC first notebook @rnyak (#487)
• Switch over HDFS build/install scripts @bashimao (#434)
• Add jupyter ENVs in case launching container with normal user @EmmaQiaoCh (#439)
• fix poc nbs and move poc unit test @rnyak (#387)
• Moving loss and metrics to model.compile @oliverholworthy (#340)

📄 Documentation

• docs: semver to calver banner @mikemckiernan (#715)
• docs: Add configuration for SEO @mikemckiernan (#723)
• docs: Remove SM from the support matrix @mikemckiernan (#721)
• Support matrix updates for 22.10 @nvidia-merlin-bot (#719)
• fix: Update HugeCTR version to 4.1.1 @mikemckiernan (#717)
• Support matrix updates for 22.09 @nvidia-merlin-bot (#711)
• Support matrix updates for 22.10 @nvidia-merlin-bot (#710)
• fix links in Multi-stage Bulding-and-deployment nbs @rnyak (#697)
• Support matrix updates for 22.09 @nvidia-merlin-bot (#636)
• Address virtual dev review comments @mikemckiernan (#626)
• modify multi-stage deployment nbs wrt recent changes in systems  @rnyak (#621)
• Add a "New Functionality" section to the Roadmap issue template @karlhigley (#596)
• Update Logos of all examples @bschifferer (#569)
• Update Merlin libs graphic @mikemckiernan (#560)
• Support matrix updates for 22.06 @nvidia-merlin-bot (#500)
• Support matrix updates for 22.07 @nvidia-merlin-bot (#499)
• Get TF version from Python and not Pip @mikemckiernan (#498)
• docs: Readability improvements @ryanrussell (#440)
• Update Criteo Example with Merlin Models and Merlin Systems @rvk007 (#380)
• fixes in the PoC first notebook @rnyak (#487)
• Remove unnecessary dependencies from docs builds @mikemckiernan (#466)
• add integration tests @radekosmulski (#310)
• Update README with installation steps @rvk007 (#430)
• Support matrix updates for 22.06 @nvidia-merlin-bot (#435)
• Add NGC overview descriptions for our containers @benfred (#399)
• Add run timestamp to data @mikemckiernan (#415)
• Update URLs for Criteo dataset @mikemckiernan (#400)
• Document the change to three containers @mikemckiernan (#379)
• fix poc nbs and move poc unit test @rnyak (#387)
• Add issue templates @karlhigley (#345)
• Hand-edit the HugeCTR versions @mikemckiernan (#329)
• Support matrix updates for 22.05 @nvidia-merlin-bot (#321)
• chore: Add release-drafter @mikemckiernan (#308)

🔧 Maintenance

• adding in instructions from the jenkins dockerfile to keep in one place @jperez999 (#725)
• Pass mpi environment variable to tox @edknv (#724)
• adding dataloader repo to dockerfile @jperez999 (#722)
• docs: Add two projects to the support matrix @mikemckiernan (#720)
• add in reinstall for dask and distributed after feast install @jperez999 (#713)
• create resilient directory rm @jperez999 (#718)
• Install horovod in the ci-runner image for CI testing @edknv (#712)
• Update for change of hugectr branch name @EmmaQiaoCh (#705)
• Add dist-info directories for packages copied in the tensorflow image. @oliverholworthy (#704)
• revert change from 2209 requirements @jperez999 (#701)
• revert to 22.08 @jperez999 (#698)
• add llvmlite to base for numba dep @jperez999 (#691)
• fix missing lib issue by adding from upstream @jperez999 (#689)
• get numba from upstream container @jperez999 (#690)
• update TFDE build @FDecaYed (#659)
• Upgrade upstream container references, get pyarrow from upstream @jperez999 (#656)
• fix: RMM and cuDF are no longer installed with pip @mikemckiernan (#637)
• Adding hugectr to nightly build dockerfile @jperez999 (#632)
• Increase timeout of unit test for second multi-stage notebook @oliverholworthy (#630)
• Add Dropna to remove nulls in the dataset that creates error in the integration test of multi-stage deployment nb @rnyak (#629)
• Enable unittest for 2stage notebooks @bschifferer (#628)
• Update paths using BASE_DIR in multi-stage notebook to handle non-default value @oliverholworthy (#622)
• Update multi-stage deployment notebooks and integration test @rnyak (#627)
• anchor tf version to avoid errors in 2.10.0 libnvinfer look ups @jperez999 (#625)
• Revert to working tritonserver call in notebook using testbooks @jperez999 (#619)
• Remove lint env from tox config @karlhigley (#624)
• Add a tox config file @karlhigley (#623)
• Update ci container to use nightly base container @jperez999 (#620)
• Adding git pull command to nightly docker to ensure latest commit @jperez999 (#617)
• Add dock nite @jperez999 (#616)
• Add dockerfile for nightly builds @jperez999 (#615)
• Args mv @jperez999 (#603)
• Args mv @jperez999 (#602)
• anchor Tf version @jperez999 (#601)
• Add a "New Functionality" section to the Roadmap issue template @karlhigley (#596)
• Don't install faiss with the integration tests @benfred (#591)
• Install numpy for building faiss @benfred (#590)
• Fixes for faiss install @benfred (#587)
• Include a SM80 enabled version of faiss on merlin-base container @benfred (#584)
• Rearrange testing for faster feedback @jperez999 (#583)
• Second fix @jperez999 (#582)
• Update triage github actions workflow @benfred (#580)
• Fix ci order @jperez999 (#581)
• Reduce the size of synthetic data used in Criteo test @karlhigley (#579)
• Fix int test @jperez999 (#578)
• Fix int + unit tests @jperez999 (#577)
• Add hadoop envs @EmmaQiaoCh (#565)
• Add numpy anchor version after all package building and updates @jperez999 (#566)
• Docker edit @jperez999 (#564)
• Docker fix @jperez999 (#563)
• Add skip tf crit unit @jperez999 (#561)
• Fix unit scaling criteo inference serving @jperez999 (#559)
• update base dockerfile @benfred (#556)
• Update the Merlin repos in the CI image build @karlhigley (#558)
• Remove dependencies of hugectr & install hps tf plugin to merlin-tf @EmmaQiaoCh (#549)
• Skip the multi-stage example notebook (for now) @karlhigley (#543)
• Skip multi-stage example integration test (for now) @karlhigley (#541)
• Revert CMake changes @karlhigley (#538)
• Install CMake in Merlin base image (instead of copying from build) @karlhigley (#524)
• Mark "scaling Criteo" notebook to be skipped without TF @karlhigley (#537)
• install tox in base image @nv-alaiacano (#532)
• Pin fsspec==22.5.0 directly in the Merlin base image @karlhigley (#533)
• Remove duplicate CMake installs @karlhigley (#523)
• Make integration test script executable @karlhigley (#521)
• Install Feast/Faiss before running Merlin integration tests @karlhigley (#520)
• Downgrade onnxruntime due to security issue of mpmath @EmmaQiaoCh (#486)
• Convert the default text in the roadmap issue template to comments @karlhigley (#483)
• Add tests in the Merlin repo t...

v22.05

What's Changed

• Removes --user when installing NVTabular by @albert17 in #64
• Fix typos in docker files by @benfred in #68
• Fix link in README and update merlin examples by @benfred in #70
• Adds package and fixes typo by @albert17 in #69
• 21.11 DLFW by @albert17 in #73
• update unified container to support hugectr v3.3 by @zehuanw in #76
• fix illegal instruction by adding "PORTABLE=1" by @zehuanw in #77
• Fixing the issue of missing install.sh in tf container build by @zehuanw in #79
• Rel 21.12 by @albert17 in #78
• Add new issues to the backlog project by @benfred in #80
• Updates dlfw 21.12 by @albert17 in #86
• Cuda compat removes shell by @albert17 in #89
• [Ready to be reviewed] Support Customized HCTR Repo in the unified containers by @zehuanw in #85
• mask_nvt_for_tf1_image by @shijieliu in #92
• added hdfs and s3 support by @jperez999 in #94
• Arrow s3 hdfs by @jperez999 in #95
• activate orc by @jperez999 in #96
• Release 22.02 by @albert17 in #93
• Arrow s3 hdfs by @jperez999 in #98
• Reduce containers size by @albert17 in #100
• Fix security issue jershi by @jershi425 in #123
• add mpi4py/onnx/onnxruntime for ctr/tf by @shijieliu in #122
• New containers by @albert17 in #119
• Rel 22.03 by @albert17 in #124
• CI container by @albert17 in #132
• Ci container fixes by @albert17 in #133
• Merlin Release 22.03 by @albert17 in #147
• Software Versions Tools by @albert17 in #141
• Fix inference container by @albert17 in #135
• Inference PoC with Merlin Systems by @rnyak in #169
• Update the Merlin README with additional edits from docs bash by @karlhigley in #167
• Copy MovieLens and Criteo example notebooks from NVTabular by @karlhigley in #166
• docs: add a docs build by @mikemckiernan in #174
• docs: Add documentation badge by @mikemckiernan in #175
• add basic tests by @jperez999 in #176
• Initial attempt at support matrices by @mikemckiernan in #182
• Updating Example README by @bschifferer in #183
• docs: Add redirect page by @mikemckiernan in #184
• Update deploying multi-stage RecSys PoC nb by @rnyak in #186
• Merlin Container Release 22.04 by @albert17 in #178
• Set pandas version by @albert17 in #188
• Print more testing info by @albert17 in #190
• Test merlin-systems as part of verifying containers by @benfred in #191
• Update packages for scan by @albert17 in #192
• Set dask_cuda version by @albert17 in #193
• Keep HugeCTR source by @albert17 in #195
• Typo by @albert17 in #198
• removed path from feast as updated in systems by @jperez999 in #196
• Fail on errors in test_container.sh by @benfred in #194
• docs: Add 22.04 support matrix by @mikemckiernan in #201
• Set pandas version in CI container by @albert17 in #200
• fix torch horovod: explicitly does not need tensorflow by @jperez999 in #206
• Torch fix by @jperez999 in #207
• Torch container horovod release version by @jperez999 in #215
• Add Arrow S3 support to the tensorflow-training container by @karlhigley in #217
• add distributed-embeddings to merlin dockerfile by @FDecaYed in #208
• Revert "Add Arrow S3 support to the tensorflow-training container (… by @karlhigley in #220
• Install required packages for multi-stage notebooks using %pip by @karlhigley in #221
• WIP: Fix HDFS linking by @bashimao in #151
• Restructure container builds to use multi-stage builds and a Merlin base image by @karlhigley in #234
• add args, ARG can only handle one arg at a time by @jperez999 in #245
• Args fix by @jperez999 in #246
• Replace run_ensemble_on_tritonserver() with send_triton_request() and do minor updates by @rnyak in #244
• Add a few Python and system packages for the example notebooks by @karlhigley in #247
• remove horovod from torch container by @jperez999 in #249
• Apply key rotation fixes to existing container Dockerfiles by @karlhigley in #252
• add entrypoint to all containers by @jperez999 in #254
• Add hadoop scripts by @jperez999 in #260
• Copy hadoop by @jperez999 in #261
• Rm hadoop xtra by @jperez999 in #262
• Rm e pip by @jperez999 in #283
• Add Unit test for Building and deploying multi-stage Recsys nbs by @rnyak in #281
• docs: Use MyST and sphinx-external-toc by @mikemckiernan in #251
• Add an ARG which could disable distributed_embeddings by @EmmaQiaoCh in #291
• Add Unit test for Building and deploying multi-stage Recsys nbs by @rnyak in #288
• docs: Tooling and automation for support matrix by @mikemckiernan in #290
• Add key update mechanism for ci dockerfile by @jperez999 in #292
• Rm nvm by @jperez999 in #296
• Revert rm by @jperez999 in #297

New Contributors

• @jershi425 made their first contribution in #123
• @rnyak made their first contribution in #169
• @FDecaYed made their first contribution in #208
• @bashimao made their first contribution in #151

Full Changelog: v0.7.1...v22.05