[INTEL_HPU] Enable FusedBlockMultiTransformerHPU

[zongwave]

add FusedBlockMultiTransformerHPU and prepare_input_hpu

atten output post-process

FusedBlockMultiTransformerHPU opti for-if-else

kv_head update for HPU shape

fix benchmark can't run with bigger bs issue

Before submitting

• Lint code. If there are lint issues, please format the code first.

# Install and register `pre-commit` in the project folder
pip install pre-commit && pre-commit install

# Process previous code files separately
pre-commit run --file XXXX.py

• Add test cases into tests folder. If there are codecov issues, please add tests cases first.

PR types

New features

PR changes

Models

Description

Enable Intel HPU FusedBlockMultiTransformer

[paddle-bot]

Thanks for your contribution!

[codecov]

Codecov Report

Attention: Patch coverage is 0% with 99 lines in your changes missing coverage. Please review.

Project coverage is 48.62%. Comparing base (ddcb722) to head (1cd6714).
Report is 3 commits behind head on develop.

❗ Current head 1cd6714 differs from pull request most recent head 3603c0a

Please upload reports for the commit 3603c0a to get more accurate results.

Files with missing lines	Patch %	Lines
...erimental/transformers/fused_transformer_layers.py	0.00%	68 Missing ⚠️
...dlenlp/experimental/transformers/llama/modeling.py	0.00%	31 Missing ⚠️

❌ Your patch status has failed because the patch coverage (0.00%) is below the target coverage (80.00%). You can increase the patch coverage or adjust the target coverage.
❌ Your project status has failed because the head coverage (48.62%) is below the target coverage (58.00%). You can increase the head coverage or adjust the target coverage.

Additional details and impacted files

@@             Coverage Diff             @@
##           develop   #10514      +/-   ##
===========================================
+ Coverage    46.94%   48.62%   +1.67%     
===========================================
  Files          799      768      -31     
  Lines       132348   127043    -5305     
===========================================
- Hits         62137    61780     -357     
+ Misses       70211    65263    -4948     

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[DrownFish19]

LGTM