[GraphBolt][CUDA] Incremental GPU graph cache into `gb.Dataloader`.

mfbalin commented 1 week ago

Description

Depends on #7470 and cpp changes were moved to #7483.

Checklist

Please feel free to remove inapplicable items for your PR.

[ ] The PR title starts with [$CATEGORY] (such as [NN], [Model], [Doc], [Feature]])
[ ] I've leverage the tools to beautify the python and c++ code.
[ ] The PR is complete and small, read the Google eng practice (CL equals to PR) to understand more about small PR. In DGL, we consider PRs with less than 200 lines of core code change are small (example, test and documentation could be exempted).
[ ] All changes have test coverage
[ ] Code is well-documented
[ ] To the best of my knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change
[ ] Related issue is referred in this PR
[ ] If the PR is for a new model/paper, I've updated the example index here.

Changes

dgl-bot commented 1 week ago

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mfbalin commented 1 week ago

@dgl-bot @Rhett-Ying CI still failing

mfbalin commented 1 week ago

@dgl-bot

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mfbalin commented 1 week ago

@dgl-bot

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mfbalin commented 1 week ago

@dgl-bot

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mfbalin commented 1 week ago

@dgl-bot

mfbalin commented 1 week ago

tests/distributed/test_partition.py::test_partition[None-True-1-4-metis] Converting to homogeneous graph takes 0.001s, peak mem: 2.438 GB
Convert a graph into a bidirected graph: 0.000 seconds, peak memory: 2.438 GB
Construct multi-constraint weights: 0.000 seconds, peak memory: 2.438 GB
Fatal Python error: Segmentation fault

Thread 0x00007f30deedf700 (most recent call first):
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/threading.py", line 324 in wait
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/threading.py", line 607 in wait
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/tqdm/_monitor.py", line 60 in run
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/threading.py", line 1016 in _bootstrap_inner
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/threading.py", line 973 in _bootstrap

Current thread 0x00007f310bbe5800 (most recent call first):
  File "/home/ubuntu/jenkins/workspace/dgl_PR-7475@2/python/dgl/partition.py", line 385 in metis_partition_assignment
  File "/home/ubuntu/jenkins/workspace/dgl_PR-7475@2/python/dgl/distributed/partition.py", line 1001 in partition_graph
  File "/home/ubuntu/jenkins/workspace/dgl_PR-7475@2/tests/distributed/test_partition.py", line 354 in check_partition
  File "/home/ubuntu/jenkins/workspace/dgl_PR-7475@2/tests/distributed/test_partition.py", line 532 in test_partition
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/python.py", line 162 in pytest_pyfunc_call
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_callers.py", line 103 in _multicall
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_manager.py", line 120 in _hookexec
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_hooks.py", line 513 in __call__
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/python.py", line 1627 in runtest
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/runner.py", line 173 in pytest_runtest_call
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_callers.py", line 103 in _multicall
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_manager.py", line 120 in _hookexec
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_hooks.py", line 513 in __call__
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/runner.py", line 241 in &lt;lambda&gt;
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/runner.py", line 341 in from_call
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/runner.py", line 240 in call_and_report
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/runner.py", line 135 in runtestprotocol
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/runner.py", line 116 in pytest_runtest_protocol
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_callers.py", line 103 in _multicall
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_manager.py", line 120 in _hookexec
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_hooks.py", line 513 in __call__
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/main.py", line 364 in pytest_runtestloop
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_callers.py", line 103 in _multicall
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_manager.py", line 120 in _hookexec
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_hooks.py", line 513 in __call__
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/main.py", line 339 in _main
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/main.py", line 285 in wrap_session
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/main.py", line 332 in pytest_cmdline_main
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_callers.py", line 103 in _multicall
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_manager.py", line 120 in _hookexec
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pluggy/_hooks.py", line 513 in __call__
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/config/__init__.py", line 178 in main
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/_pytest/config/__init__.py", line 206 in console_main
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/site-packages/pytest/__main__.py", line 7 in &lt;module&gt;
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/runpy.py", line 86 in _run_code
  File "/opt/conda/envs/pytorch-ci/lib/python3.10/runpy.py", line 196 in _run_module_as_main

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dmlc / dgl