build(deps): update accelerate requirement from ~=0.17.1 to ~=0.18.0

[dependabot[bot]]

Updates the requirements on accelerate to permit the latest version.

Release notes

Sourced from accelerate's releases.

v0.18.0: GradientState enhancements and Big Model Inference Fixes

What's Changed

• A new GradientAccumulationPlugin has been added to handle more configurations with the GradientState. Specifically you can optionally disable having Accelerate automatically adjust the length of the scheduler relative to gradient accumulation steps through it. Otherwise Accelerate will now automatically handle ensuring that the schedulers built for non-gradient accumulation will work during gradient accumulation
• Some fixes related to the launch configuration and TPU launches were adjusted, and the dynamo_backend warning has been silenced.
• Big model inference saw a number of fixes related to linear layers, drop_last on linear layers, tied weight loading, and handling of multiple tied parameters
• A new integration example with RunhouseML has been added, read more here: https://github.com/huggingface/accelerate/tree/main/examples#simple-multi-gpu-hardware-launcher

Breaking Changes

• find_tied_parameters now deals with groups of tied parameters (instead of only pairs of them). As a result it now returns a list of list of strings instead of a dictionary.

What's New?

• Add documentation around FSDP state dict save behavior by @​VikParuchuri in huggingface/accelerate#1181
• add use_orig_params to FullyShardedDataParallelPlugin by @​pacman100 in huggingface/accelerate#1184
• Only convert linear layers with weights multiple of 16 by @​sgugger in huggingface/accelerate#1188
• Set drop last to ensure modulo16 restriction for fp8 by @​ksivaman in huggingface/accelerate#1189
• Accelerator should not call to on modules that wraps accelerate loaded models by @​younesbelkada in huggingface/accelerate#1172
• Fixup passing overlapping args to the script by @​muellerzr in huggingface/accelerate#1198
• Make the Scheduler adjust the steps taken relative to the gradient accumulation steps by @​muellerzr in huggingface/accelerate#1187
• Fix tied weights load by @​sgugger in huggingface/accelerate#1204
• Better error message when using multi-GPU and Accelerate on torch <1.9.1 by @​muellerzr in huggingface/accelerate#1203
• Fix typo in TPU config by @​muellerzr in huggingface/accelerate#1202
• Fix example in accumulate method documentation by @​VikParuchuri in huggingface/accelerate#1211
• ds offload optim fix to use CPUAdam by @​pacman100 in huggingface/accelerate#1208
• Move when the GradientState test is performed so that it is not None by @​muellerzr in huggingface/accelerate#1219
• Fix bug in loading launch config by @​neumyor in huggingface/accelerate#1218
• Fix get_logger kwarg documentation issue by @​bcol23 in huggingface/accelerate#1222
• docs: add finetuner to ppl who use accelerate by @​bwanglzu in huggingface/accelerate#1224
• Silence dynamo_backend by @​muellerzr in huggingface/accelerate#1226
• Add additional check when patching env by @​Chris-hughes10 in huggingface/accelerate#1229
• Make grad accum steps mutable on the Accelerator object by @​muellerzr in huggingface/accelerate#1233
• devcontainer: "extensions" has been removed and replaced by customizations by @​dbpprt in huggingface/accelerate#1075
• remove empty dicts while saving accelerate config by @​pacman100 in huggingface/accelerate#1236
• backfill ds plugin attributes when using ds_config by @​pacman100 in huggingface/accelerate#1235
• Change multinode to multigpu in notebook tutorial by @​muellerzr in huggingface/accelerate#1247
• Hardware Auto-Setup Example/Tutorial for Distributed Launch by @​carolineechen in huggingface/accelerate#1227
• Handle multiple tied parameters by @​sgugger in huggingface/accelerate#1241

New Contributors

• @​hackpert made their first contribution in huggingface/accelerate#1180
• @​VikParuchuri made their first contribution in huggingface/accelerate#1181
• @​ksivaman made their first contribution in huggingface/accelerate#1189
• @​neumyor made their first contribution in huggingface/accelerate#1218
• @​bcol23 made their first contribution in huggingface/accelerate#1222
• @​bwanglzu made their first contribution in huggingface/accelerate#1224
• @​carolineechen made their first contribution in huggingface/accelerate#1227

Full Changelog: https://github.com/huggingface/accelerate/compare/v0.17.1...v0.18.0

Commits

• ecd1288 Release: v0.18.0
• a826e44 Handle multiple tied parameters (#1241)
• 1fe27e7 Hardware Auto-Setup Example/Tutorial for Distributed Launch (#1227)
• c1a6c20 Change multinode to multigpu (#1247)
• 8ebd6ab backfill ds plugin attributes when using ds_config (#1235)
• ea9b854 remove empty dicts while saving accelerate config (#1236)
• 420ff21 extensions has been removed and replaced by customizations (#1075)
• b1b3312 Make grad accum steps mutable on the Accelerator object (#1233)
• 6e4e870 add additional check before deleting env variable (#1229)
• a3065e1 Silence dynamo_backend (#1226)
• Additional commits viewable in compare view

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