[Intel HPU] fix bug about RP 5138

[fmiao2372]

Motivation

#5138 breaks hpu function, fixed it

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Modifications

hpu_model_runner.py

Usage or Command

no command usage change

Accuracy Tests

no impact on accuracy

Checklist

• [Done] Add at least a tag in the PR title.
  • Tag list: [[FDConfig],[APIServer],[Engine], [Scheduler], [PD Disaggregation], [Executor], [Graph Optimization], [Speculative Decoding], [RL], [Models], [Quantization], [Loader], [OP], [KVCache], [DataProcessor], [BugFix], [Docs], [CI], [Optimization], [Feature], [Benchmark], [Others], [XPU], [HPU], [GCU], [DCU], [Iluvatar], [Metax]]
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• [Done] Add unit tests. Please write the reason in this PR if no unit tests.
  conducted by local tests
• Provide accuracy results.
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[Copilot]

Pull request overview

This PR fixes compatibility issues in the HPU (Intel Habana Processing Unit) model runner introduced by PR #5138. The changes update the fused_mlp_forward function signature to match the expected interface with proper parameter naming and type annotations.

Key Changes:

• Added missing ForwardMeta import
• Updated fused_mlp_forward function signature to accept hidden_states and forward_meta parameters instead of generic x

[Copilot]

Empty docstring should be removed or replaced with a meaningful description of the function's purpose, parameters, and return value.

Suggested change

	""" """
	"""
	The forward function for the MLP (Multi-Layer Perceptron) layer.
	Args:
	hidden_states (paddle.Tensor): The input tensor to the MLP layer.
	forward_meta (Optional[ForwardMeta]): Optional metadata for the forward pass.
	Returns:
	paddle.Tensor: The output tensor after applying the MLP layer and (optionally) all-reduce.
	"""

[fmiao2372]

fixed

[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
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Additional details and impacted files

@@            Coverage Diff             @@
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  Coverage           ?   59.25%           
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  Files              ?      325           
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  Hits               ?    23828           
  Misses             ?    14552           
  Partials           ?     1836           

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[zoooo0820]

LGTM

[paddle-bot]

Thanks for your contribution!