DAG (wrapper) operator for HugeCTR serving support#125
DAG (wrapper) operator for HugeCTR serving support#125jperez999 wants to merge 11 commits intoNVIDIA-Merlin:mainfrom
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jperez999
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enhancement
Click to view CI ResultsGitHub pull request #125 of commit 8986c8a491173b051732e8d54adbbcd04cca1454, no merge conflicts.
Running as SYSTEM
Setting status of 8986c8a491173b051732e8d54adbbcd04cca1454 to PENDING with url https://10.20.13.93:8080/job/merlin_systems/100/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_systems
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
> git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
> git config remote.origin.url https://github.com/NVIDIA-Merlin/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
> git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/125/*:refs/remotes/origin/pr/125/* # timeout=10
> git rev-parse 8986c8a491173b051732e8d54adbbcd04cca1454^{commit} # timeout=10
Checking out Revision 8986c8a491173b051732e8d54adbbcd04cca1454 (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f 8986c8a491173b051732e8d54adbbcd04cca1454 # timeout=10
Commit message: "add foundation of hugectr op"
> git rev-list --no-walk fc4e464729df3bd367bb990310b5f2119af35a46 # timeout=10
[merlin_systems] $ /bin/bash /tmp/jenkins10386077036665179152.sh
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/merlin_systems/systems, configfile: pyproject.toml
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 18 items / 2 skipped
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Click to view CI ResultsGitHub pull request #125 of commit 88883cb15df0f5ae6dd0210c587bc5078dc78580, no merge conflicts.
Running as SYSTEM
Setting status of 88883cb15df0f5ae6dd0210c587bc5078dc78580 to PENDING with url https://10.20.13.93:8080/job/merlin_systems/116/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_systems
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
> git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
> git config remote.origin.url https://github.com/NVIDIA-Merlin/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
> git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/125/*:refs/remotes/origin/pr/125/* # timeout=10
> git rev-parse 88883cb15df0f5ae6dd0210c587bc5078dc78580^{commit} # timeout=10
Checking out Revision 88883cb15df0f5ae6dd0210c587bc5078dc78580 (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f 88883cb15df0f5ae6dd0210c587bc5078dc78580 # timeout=10
Commit message: "hugectr op is green for single hot columns"
> git rev-list --no-walk c06e88c5289b7ee494c9251d032a0a1aff95944f # timeout=10
[merlin_systems] $ /bin/bash /tmp/jenkins5826133664549193553.sh
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/merlin_systems/systems, configfile: pyproject.toml
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 44 items
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Click to view CI ResultsGitHub pull request #125 of commit c379fa2fea8d862ddef4478c02ee3ff0c4dcb93d, no merge conflicts.
Running as SYSTEM
Setting status of c379fa2fea8d862ddef4478c02ee3ff0c4dcb93d to PENDING with url https://10.20.13.93:8080/job/merlin_systems/117/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_systems
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
> git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
> git config remote.origin.url https://github.com/NVIDIA-Merlin/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
> git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/125/*:refs/remotes/origin/pr/125/* # timeout=10
> git rev-parse c379fa2fea8d862ddef4478c02ee3ff0c4dcb93d^{commit} # timeout=10
Checking out Revision c379fa2fea8d862ddef4478c02ee3ff0c4dcb93d (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f c379fa2fea8d862ddef4478c02ee3ff0c4dcb93d # timeout=10
Commit message: "Merge branch 'main' of https://github.com/NVIDIA-Merlin/systems into add-hugectr-op"
> git rev-list --no-walk 88883cb15df0f5ae6dd0210c587bc5078dc78580 # timeout=10
[merlin_systems] $ /bin/bash /tmp/jenkins4541704241858875195.sh
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/merlin_systems/systems, configfile: pyproject.toml
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 48 items
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Documentation preview |
Click to view CI ResultsGitHub pull request #125 of commit 7be0df83b88908a01c093ff5d1a77979daeaee8c, no merge conflicts.
Running as SYSTEM
Setting status of 7be0df83b88908a01c093ff5d1a77979daeaee8c to PENDING with url https://10.20.13.93:8080/job/merlin_systems/118/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_systems
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
> git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
> git config remote.origin.url https://github.com/NVIDIA-Merlin/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
> git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/125/*:refs/remotes/origin/pr/125/* # timeout=10
> git rev-parse 7be0df83b88908a01c093ff5d1a77979daeaee8c^{commit} # timeout=10
Checking out Revision 7be0df83b88908a01c093ff5d1a77979daeaee8c (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f 7be0df83b88908a01c093ff5d1a77979daeaee8c # timeout=10
Commit message: "add skip for module and add init"
> git rev-list --no-walk c379fa2fea8d862ddef4478c02ee3ff0c4dcb93d # timeout=10
[merlin_systems] $ /bin/bash /tmp/jenkins10365529385200628683.sh
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/merlin_systems/systems, configfile: pyproject.toml
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 48 items
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Click to view CI ResultsGitHub pull request #125 of commit 1bbda7b9aedf11d2bc56b4542a26f7a3db8872fb, no merge conflicts.
Running as SYSTEM
Setting status of 1bbda7b9aedf11d2bc56b4542a26f7a3db8872fb to PENDING with url https://10.20.13.93:8080/job/merlin_systems/119/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_systems
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
> git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
> git config remote.origin.url https://github.com/NVIDIA-Merlin/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
> git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/125/*:refs/remotes/origin/pr/125/* # timeout=10
> git rev-parse 1bbda7b9aedf11d2bc56b4542a26f7a3db8872fb^{commit} # timeout=10
Checking out Revision 1bbda7b9aedf11d2bc56b4542a26f7a3db8872fb (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f 1bbda7b9aedf11d2bc56b4542a26f7a3db8872fb # timeout=10
Commit message: "remove common folder in tests and remove unneeded lines in test hugectr"
> git rev-list --no-walk 7be0df83b88908a01c093ff5d1a77979daeaee8c # timeout=10
[merlin_systems] $ /bin/bash /tmp/jenkins8677967745791111808.sh
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/merlin_systems/systems, configfile: pyproject.toml
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 48 items
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Click to view CI ResultsGitHub pull request #125 of commit 80521b272bf84315d24b2f8fb94a28011e4aedf3, no merge conflicts.
Running as SYSTEM
Setting status of 80521b272bf84315d24b2f8fb94a28011e4aedf3 to PENDING with url https://10.20.13.93:8080/job/merlin_systems/120/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_systems
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
> git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
> git config remote.origin.url https://github.com/NVIDIA-Merlin/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
> git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/125/*:refs/remotes/origin/pr/125/* # timeout=10
> git rev-parse 80521b272bf84315d24b2f8fb94a28011e4aedf3^{commit} # timeout=10
Checking out Revision 80521b272bf84315d24b2f8fb94a28011e4aedf3 (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f 80521b272bf84315d24b2f8fb94a28011e4aedf3 # timeout=10
Commit message: "got hugectr wrapper op PredictHugeCTR working correctly"
> git rev-list --no-walk 1bbda7b9aedf11d2bc56b4542a26f7a3db8872fb # timeout=10
[merlin_systems] $ /bin/bash /tmp/jenkins1443726222047821983.sh
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/merlin_systems/systems, configfile: pyproject.toml
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 49 items
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Click to view CI ResultsGitHub pull request #125 of commit 088570474e008fa0580cb7ae6de1c4a2bceadf4e, no merge conflicts.
Running as SYSTEM
Setting status of 088570474e008fa0580cb7ae6de1c4a2bceadf4e to PENDING with url https://10.20.13.93:8080/job/merlin_systems/121/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_systems
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
> git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
> git config remote.origin.url https://github.com/NVIDIA-Merlin/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
> git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/125/*:refs/remotes/origin/pr/125/* # timeout=10
> git rev-parse 088570474e008fa0580cb7ae6de1c4a2bceadf4e^{commit} # timeout=10
Checking out Revision 088570474e008fa0580cb7ae6de1c4a2bceadf4e (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f 088570474e008fa0580cb7ae6de1c4a2bceadf4e # timeout=10
Commit message: "added check for categorical columns in constructor"
> git rev-list --no-walk 80521b272bf84315d24b2f8fb94a28011e4aedf3 # timeout=10
[merlin_systems] $ /bin/bash /tmp/jenkins16330791337592217810.sh
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/merlin_systems/systems, configfile: pyproject.toml
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 50 items
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|
rerun tests |
Click to view CI ResultsGitHub pull request #125 of commit 088570474e008fa0580cb7ae6de1c4a2bceadf4e, no merge conflicts.
GitHub pull request #125 of commit 088570474e008fa0580cb7ae6de1c4a2bceadf4e, no merge conflicts.
Running as SYSTEM
Setting status of 088570474e008fa0580cb7ae6de1c4a2bceadf4e to PENDING with url https://10.20.13.93:8080/job/merlin_systems/122/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_systems
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
> git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
> git config remote.origin.url https://github.com/NVIDIA-Merlin/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
> git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/125/*:refs/remotes/origin/pr/125/* # timeout=10
> git rev-parse 088570474e008fa0580cb7ae6de1c4a2bceadf4e^{commit} # timeout=10
Checking out Revision 088570474e008fa0580cb7ae6de1c4a2bceadf4e (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f 088570474e008fa0580cb7ae6de1c4a2bceadf4e # timeout=10
Commit message: "added check for categorical columns in constructor"
> git rev-list --no-walk 088570474e008fa0580cb7ae6de1c4a2bceadf4e # timeout=10
[merlin_systems] $ /bin/bash /tmp/jenkins14042309132201631493.sh
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/merlin_systems/systems, configfile: pyproject.toml
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 50 items
|
|
rerun tests |
Click to view CI ResultsGitHub pull request #125 of commit 088570474e008fa0580cb7ae6de1c4a2bceadf4e, no merge conflicts.
GitHub pull request #125 of commit 088570474e008fa0580cb7ae6de1c4a2bceadf4e, no merge conflicts.
Running as SYSTEM
Setting status of 088570474e008fa0580cb7ae6de1c4a2bceadf4e to PENDING with url https://10.20.13.93:8080/job/merlin_systems/123/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_systems
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
> git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
> git config remote.origin.url https://github.com/NVIDIA-Merlin/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
> git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/125/*:refs/remotes/origin/pr/125/* # timeout=10
> git rev-parse 088570474e008fa0580cb7ae6de1c4a2bceadf4e^{commit} # timeout=10
Checking out Revision 088570474e008fa0580cb7ae6de1c4a2bceadf4e (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f 088570474e008fa0580cb7ae6de1c4a2bceadf4e # timeout=10
Commit message: "added check for categorical columns in constructor"
> git rev-list --no-walk 088570474e008fa0580cb7ae6de1c4a2bceadf4e # timeout=10
[merlin_systems] $ /bin/bash /tmp/jenkins12995046985373788952.sh
PYTHONPATH=/var/jenkins_home/workspace/merlin_systems/systems:/usr/local/hugectr/lib
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/merlin_systems/systems, configfile: pyproject.toml
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 50 items
|
|
rerun tests |
Click to view CI ResultsGitHub pull request #125 of commit 088570474e008fa0580cb7ae6de1c4a2bceadf4e, no merge conflicts.
GitHub pull request #125 of commit 088570474e008fa0580cb7ae6de1c4a2bceadf4e, no merge conflicts.
Running as SYSTEM
Setting status of 088570474e008fa0580cb7ae6de1c4a2bceadf4e to PENDING with url https://10.20.13.93:8080/job/merlin_systems/124/console and message: 'Pending'
Using context: Jenkins
Building on master in workspace /var/jenkins_home/workspace/merlin_systems
using credential fce1c729-5d7c-48e8-90cb-b0c314b1076e
> git rev-parse --is-inside-work-tree # timeout=10
Fetching changes from the remote Git repository
> git config remote.origin.url https://github.com/NVIDIA-Merlin/systems # timeout=10
Fetching upstream changes from https://github.com/NVIDIA-Merlin/systems
> git --version # timeout=10
using GIT_ASKPASS to set credentials login for merlin-systems user + githubtoken
> git fetch --tags --force --progress -- https://github.com/NVIDIA-Merlin/systems +refs/pull/125/*:refs/remotes/origin/pr/125/* # timeout=10
> git rev-parse 088570474e008fa0580cb7ae6de1c4a2bceadf4e^{commit} # timeout=10
Checking out Revision 088570474e008fa0580cb7ae6de1c4a2bceadf4e (detached)
> git config core.sparsecheckout # timeout=10
> git checkout -f 088570474e008fa0580cb7ae6de1c4a2bceadf4e # timeout=10
Commit message: "added check for categorical columns in constructor"
> git rev-list --no-walk 088570474e008fa0580cb7ae6de1c4a2bceadf4e # timeout=10
[merlin_systems] $ /bin/bash /tmp/jenkins4914296926181841090.sh
PYTHONPATH=/usr/local/hugectr/lib:/var/jenkins_home/workspace/merlin_systems/systems
============================= test session starts ==============================
platform linux -- Python 3.8.10, pytest-7.1.2, pluggy-1.0.0
rootdir: /var/jenkins_home/workspace/merlin_systems/systems, configfile: pyproject.toml
plugins: anyio-3.5.0, xdist-2.5.0, forked-1.4.0, cov-3.0.0
collected 50 items
|
karlhigley
changed the title
5 participants
This PR addresses concerns around hugectr support. This represents the foundations for supporting a hugectr model in merlin systems. Creates the operator that will house a hugectr model and allow it to be used in the merlin graph for inference operations.