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Remove the HivemindStrategy #16407

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merged 1 commit into from
Jan 18, 2023
Merged

Remove the HivemindStrategy #16407

merged 1 commit into from
Jan 18, 2023

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carmocca
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@carmocca carmocca commented Jan 17, 2023 •
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What does this PR do?

Removes the HivemindStrategy()

The code for this strategy is conveniently self-contained. We will move the implementation to a separate repository (TBD) which tests support with newer PL versions.

Related Lightning-Universe/lightning-Hivemind#15 (to be transferred)

Does your PR introduce any breaking changes? If yes, please list them.

Removes the HivemindStrategy()

cc @justusschock @awaelchli @Borda

@carmocca carmocca added refactor breaking change Includes a breaking change strategy: hivemind (external) pl Generic label for PyTorch Lightning package labels Jan 17, 2023
@carmocca carmocca self-assigned this Jan 17, 2023
@carmocca carmocca marked this pull request as ready for review January 17, 2023 17:46
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github-actions bot commented Jan 17, 2023 •
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⛈️ Required checks status: Has failure 🔴

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🟢 pytorch_lightning: Tests workflow
Check ID Status
pl-cpu (macOS-11, pytorch, 3.8, 1.11) success ✅
pl-cpu (macOS-11, pytorch, 3.9, 1.12) success ✅
pl-cpu (macOS-11, pytorch, 3.10, 1.13) success ✅
pl-cpu (macOS-11, pytorch, 3.8, 1.10, oldest) success ✅
pl-cpu (ubuntu-20.04, pytorch, 3.8, 1.10) success ✅
pl-cpu (ubuntu-20.04, pytorch, 3.9, 1.11) success ✅
pl-cpu (ubuntu-20.04, pytorch, 3.10, 1.12) success ✅
pl-cpu (ubuntu-20.04, pytorch, 3.10, 1.13) success ✅
pl-cpu (ubuntu-20.04, pytorch, 3.7, 1.10, oldest) success ✅
pl-cpu (windows-2022, pytorch, 3.9, 1.11) success ✅
pl-cpu (windows-2022, pytorch, 3.10, 1.12) success ✅
pl-cpu (windows-2022, pytorch, 3.10, 1.13) success ✅
pl-cpu (windows-2022, pytorch, 3.7, 1.10, oldest) success ✅
pl-cpu (slow, macOS-11, pytorch, 3.7, 1.11) success ✅
pl-cpu (slow, ubuntu-20.04, pytorch, 3.7, 1.11) success ✅
pl-cpu (slow, windows-2022, pytorch, 3.7, 1.11) success ✅
pl-cpu (macOS-11, lightning, 3.8, 1.13) success ✅
pl-cpu (ubuntu-20.04, lightning, 3.8, 1.13) success ✅
pl-cpu (windows-2022, lightning, 3.8, 1.13) success ✅

These checks are required after the changes to requirements/pytorch/strategies.txt, src/pytorch_lightning/strategies/__init__.py, src/pytorch_lightning/strategies/hivemind.py, src/pytorch_lightning/utilities/__init__.py, src/pytorch_lightning/utilities/imports.py, tests/tests_pytorch/helpers/runif.py, tests/tests_pytorch/strategies/test_hivemind.py.

🟢 pytorch_lightning: Azure GPU
Check ID Status
pytorch-lightning (GPUs) success ✅

These checks are required after the changes to requirements/pytorch/strategies.txt, src/pytorch_lightning/strategies/__init__.py, src/pytorch_lightning/strategies/hivemind.py, src/pytorch_lightning/utilities/__init__.py, src/pytorch_lightning/utilities/imports.py, tests/tests_pytorch/helpers/runif.py, tests/tests_pytorch/strategies/test_hivemind.py.

🟢 pytorch_lightning: Benchmarks
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pytorch-lightning.Benchmark success ✅

These checks are required after the changes to requirements/pytorch/strategies.txt.

🟢 pytorch_lightning: Azure HPU
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pytorch-lightning (HPUs) success ✅

These checks are required after the changes to requirements/pytorch/strategies.txt, src/pytorch_lightning/strategies/__init__.py, src/pytorch_lightning/strategies/hivemind.py, src/pytorch_lightning/utilities/__init__.py, src/pytorch_lightning/utilities/imports.py, tests/tests_pytorch/helpers/runif.py, tests/tests_pytorch/strategies/test_hivemind.py.

🟢 pytorch_lightning: Azure IPU
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pytorch-lightning (IPUs) success ✅

These checks are required after the changes to requirements/pytorch/strategies.txt, src/pytorch_lightning/strategies/__init__.py, src/pytorch_lightning/strategies/hivemind.py, src/pytorch_lightning/utilities/__init__.py, src/pytorch_lightning/utilities/imports.py, tests/tests_pytorch/helpers/runif.py, tests/tests_pytorch/strategies/test_hivemind.py.

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These checks are required after the changes to src/pytorch_lightning/strategies/__init__.py, src/pytorch_lightning/strategies/hivemind.py, src/pytorch_lightning/utilities/__init__.py, src/pytorch_lightning/utilities/imports.py, docs/source-pytorch/api_references.rst, docs/source-pytorch/common_usecases.rst, docs/source-pytorch/extensions/strategy.rst, docs/source-pytorch/index.rst, docs/source-pytorch/strategies/hivemind.rst, docs/source-pytorch/strategies/hivemind_basic.rst, docs/source-pytorch/strategies/hivemind_expert.rst, docs/source-pytorch/strategies/hivemind_intermediate.rst, requirements/pytorch/strategies.txt.

🔴 pytorch_lightning: Docker
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build-cuda (3.9, 1.10, 11.3.1) success ✅
build-cuda (3.9, 1.11, 11.3.1) success ✅
build-cuda (3.9, 1.12, 11.6.1) success ✅
build-cuda (3.9, 1.13, 11.7.1) success ✅
build-hpu (1.5.0, 1.11.0) success ✅
build-ipu (3.9, 1.10) success ✅
build-NGC skipped ❓
build-pl (3.9, 1.10, 11.3.1) success ✅
build-pl (3.9, 1.11, 11.3.1) success ✅
build-pl (3.9, 1.12, 11.6.1) success ✅
build-pl (3.9, 1.13, 11.7.1) success ✅
build-xla (3.7, 1.12) success ✅

These checks are required after the changes to requirements/pytorch/strategies.txt.

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mypy success ✅

These checks are required after the changes to requirements/pytorch/strategies.txt, src/pytorch_lightning/strategies/__init__.py, src/pytorch_lightning/strategies/hivemind.py, src/pytorch_lightning/utilities/__init__.py, src/pytorch_lightning/utilities/imports.py.

🟢 install
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install-pkg (ubuntu-22.04, app, 3.7) success ✅
install-pkg (ubuntu-22.04, app, 3.10) success ✅
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install-pkg (ubuntu-22.04, fabric, 3.10) success ✅
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install-pkg (macOS-12, notset, 3.10) success ✅
install-pkg (windows-2022, app, 3.7) success ✅
install-pkg (windows-2022, app, 3.10) success ✅
install-pkg (windows-2022, fabric, 3.7) success ✅
install-pkg (windows-2022, fabric, 3.10) success ✅
install-pkg (windows-2022, pytorch, 3.7) success ✅
install-pkg (windows-2022, pytorch, 3.10) success ✅
install-pkg (windows-2022, lightning, 3.7) success ✅
install-pkg (windows-2022, lightning, 3.10) success ✅
install-pkg (windows-2022, notset, 3.7) success ✅
install-pkg (windows-2022, notset, 3.10) success ✅

These checks are required after the changes to src/pytorch_lightning/strategies/__init__.py, src/pytorch_lightning/strategies/hivemind.py, src/pytorch_lightning/utilities/__init__.py, src/pytorch_lightning/utilities/imports.py, requirements/pytorch/strategies.txt.

Thank you for your contribution! 💜

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justusschock
justusschock approved these changes Jan 18, 2023
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I vote for moving it in a separate repository as it is the only thing we have that supports training on heterogeneous clusters of variable sizes (spot instances).

@mergify mergify bot added the ready PRs ready to be merged label Jan 18, 2023
@awaelchli
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In addition to @justusschock suggestion, this could also make a great tutorial how to build a custom strategy, integrating a library like this, perhaps in the context of Fabric.

@Borda
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Borda commented Jan 18, 2023

I vote for moving it in a separate repository as it is the only thing we have that supports training on heterogeneous clusters of variable sizes (spot instances).

I think that shall be for the time being preserved in separate repo

@carmocca
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Marking as a draft until there's a decision

@carmocca carmocca marked this pull request as draft January 18, 2023 16:44
@mergify mergify bot removed the ready PRs ready to be merged label Jan 18, 2023
@lantiga
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lantiga commented Jan 18, 2023

I also vote for moving it out (and having it in ecosystem-ci), and second @awaelchli 's suggestion about demonstrating how to maintain a strategy for others that will want/need to do it.

@carmocca carmocca marked this pull request as ready for review January 18, 2023 17:24
@mergify mergify bot added the ready PRs ready to be merged label Jan 18, 2023
@carmocca carmocca enabled auto-merge (squash) January 18, 2023 17:53
@lexierule lexierule merged commit 7a99ae8 into lite/debug Jan 18, 2023
@lexierule lexierule deleted the lite/debug-hivemind branch January 18, 2023 18:10
@carmocca carmocca added this to the 2.0 milestone Jan 19, 2023
carmocca added a commit that referenced this pull request Jan 19, 2023
@carmocca
Remove the HivemindStrategy (#16407)
8c6ede4 
Remove the collaborative strategy
carmocca added a commit that referenced this pull request Jan 19, 2023
@carmocca
Remove the HivemindStrategy (#16407)
d7a4153 
Remove the collaborative strategy
carmocca added a commit that referenced this pull request Jan 19, 2023
@carmocca
Remove the HivemindStrategy (#16407)
3b7b82e 
Remove the collaborative strategy
lantiga pushed a commit that referenced this pull request Jan 19, 2023
@carmocca @lantiga
Remove the HivemindStrategy (#16407)
f031f1e 
Remove the collaborative strategy
@Borda Borda mentioned this pull request Feb 4, 2023
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@awaelchli awaelchli awaelchli approved these changes

@justusschock justusschock justusschock approved these changes

@williamFalcon williamFalcon Awaiting requested review from williamFalcon

@edenlightning edenlightning Awaiting requested review from edenlightning

@tchaton tchaton Awaiting requested review from tchaton

@Borda Borda Awaiting requested review from Borda

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