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[GraphBolt][CUDA] Cooperative Minibatching hetero bug fixes.
Description
Towards #7273.
Fixing bugs in the hetero implementation of the Cooperative Minibatching code path that arised when debugging #7807.
NOTE: There is still an accuracy problem which I am working on. There will be at least one more bug fix PR.
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
To trigger regression tests:
@dgl-bot run [instance-type] [which tests] [compare-with-branch]; For example:@dgl-bot run g4dn.4xlarge all dmlc/masteror@dgl-bot run c5.9xlarge kernel,api dmlc/master
Commit ID: bec6f17b97a8e29c2bae958fe34f01b8866079e0
Build ID: 1
Status: ✅ CI test succeeded.
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Commit ID: 01b77dcb6ad30a818f4c4645200cd600e1e591c2
Build ID: 2
Status: ✅ CI test succeeded.
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Commit ID: 20a35a7f451ec9d63a3f120352d8c17f94c7cf5e
Build ID: 3
Status: ✅ CI test succeeded.
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