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cuGraph: CUDA 12 Conda Packages #3271

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jakirkham opened this issue Feb 14, 2023 · 7 comments · Fixed by #3456
Closed
18 tasks done

cuGraph: CUDA 12 Conda Packages #3271

jakirkham opened this issue Feb 14, 2023 · 7 comments · Fixed by #3456
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@rlratzel @BradReesWork @ChuckHastings
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@jakirkham
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jakirkham commented Feb 14, 2023 •
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Pushing for CUDA 12 Conda package builds of libraries for RAPIDS 23.04. This issue is for tracking that work.

Requirements (please recheck):

Developer tasks
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Toolkit dependencies from Conda
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  1. Adding cuda-cudart conda-forge/staged-recipes#21723
    review-requested staged-recipes
  2. Adding cuda-profiler-api recipes conda-forge/staged-recipes#22125
  3. Adding cuda-nvcc recipe conda-forge/staged-recipes#21350
  4. Adding cuda-nvtx recipe conda-forge/staged-recipes#22052
  5. Adding cuda-cccl recipe conda-forge/staged-recipes#21953
    review-requested staged-recipes
  6. Add libcublas recipe conda-forge/staged-recipes#21901
    review-requested staged-recipes
  7. Add libcurand recipe conda-forge/staged-recipes#21916
  8. Add libcusolver, libcusparse, and libnvjitlink recipes conda-forge/staged-recipes#21924
    review-requested staged-recipes

RAPIDS Conda dependencies
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  1. RMM: CUDA 12 Conda Packages rmm#1207
    6 of 6
    bdice
  2. RAFT: CUDA 12 Conda Packages raft#1278
    13 of 14
    cjnolet

Other dependencies from Conda using CUDA
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  1. pynvml v11.5.0 conda-forge/pynvml-feedstock#11
  2. Numba: Support CUDA 12 conda-forge/numba-feedstock#112
  3. NCCL: Support CUDA 12 conda-forge/nccl-feedstock#82
  4. UCX: Support CUDA 12 conda-forge/ucx-split-feedstock#116

DL package dependencies from Conda using CUDA
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  1. PyTorch: Support CUDA 12 conda-forge/pytorch-cpu-feedstock#163
  2. PyG: Support CUDA 12 conda-forge/pyg-lib-feedstock#15
  3. DGL: Support CUDA 12 conda-forge/dgl-feedstock#1
@BradReesWork
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@jakirkham I do not see Thrust/cub on the list

@BradReesWork
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@jakirkham we should have the dependency on cusparse dropped as we refactor some legacy code, but it is still there for the next few releases

@jakirkham
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jakirkham commented Feb 23, 2023 •
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Thanks @BradReesWork! 🙏

Added cuda-cccl, which includes Thrust & CUB

Cool, if we still need libcusparse for 23.04, would suggest we leave it. We can always remove the dependency from the recipe after it is dropped

Anything else needed here?

@BradReesWork
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@jakirkham cuGraph info updated

@BradReesWork BradReesWork added the Epic Tracker for a relatively large body of work that is broken down into stories and issues label Mar 30, 2023
@jakirkham
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Current work using nvidia channel packages in PR ( #3456 )

@jakirkham jakirkham changed the title CUDA 12 Conda Packages cuGraph: CUDA 12 Conda Packages Apr 7, 2023
@jarmak-nv jarmak-nv mentioned this issue Jun 27, 2023
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@BradReesWork BradReesWork added the ? - Needs Triage Need team to review and classify label Jul 6, 2023
@jakirkham
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Have added PyG and DGL to the dependencies above since it sounds like we need those too

Could someone please go through and add anything else we need above?

@bdice bdice mentioned this issue Jul 11, 2023
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@BradReesWork BradReesWork removed the ? - Needs Triage Need team to review and classify label Jul 14, 2023
@bdice bdice mentioned this issue Jul 17, 2023
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raydouglass pushed a commit that referenced this issue Jul 18, 2023
@bdice
Only run cugraph conda CI for CUDA 11. (#3713)
c33d4bb 
We are planning to enable CUDA 12 CI jobs on July 18, per rapidsai/shared-workflows#112. This PR must be merged to disable CUDA 12 CI jobs for cugraph until #3271 / #3456 are merged.

Authors:
   - Bradley Dice (https://github.com/bdice)

Approvers:
   - Ray Douglass (https://github.com/raydouglass)
rapids-bot bot pushed a commit that referenced this issue Jul 20, 2023
@vyasr
cugraph: Build CUDA 12 packages (#3456)
54b43e1 
First attempt at building libcugraph with CUDA 12 and nvidia channel packages

Closes #3271

Authors:
  - Vyas Ramasubramani (https://github.com/vyasr)
  - Rick Ratzel (https://github.com/rlratzel)
  - Bradley Dice (https://github.com/bdice)

Approvers:
  - Ray Douglass (https://github.com/raydouglass)
  - Chuck Hastings (https://github.com/ChuckHastings)
  - Bradley Dice (https://github.com/bdice)
  - Rick Ratzel (https://github.com/rlratzel)
  - https://github.com/jakirkham

URL: #3456
@jakirkham
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All of the DL dependencies above are now migrated

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cugraph: Build CUDA 12 packages vyasr/cugraph
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@jakirkham @rlratzel @BradReesWork @ChuckHastings @seunghwak