[Unified MoE]: Add Unified MoE Interface with EP Support

[hushenwei2000]

PR types

New features

PR changes

Models

Description

[codecov-commenter]

Codecov Report

❌ Patch coverage is 49.25558% with 409 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (develop@b638352). Learn more about missing BASE report.

Files with missing lines	Patch %	Lines
paddleformers/nn/moe_deepep/moe_gate.py	45.20%	160 Missing ⚠️
paddleformers/nn/moe_deepep/moe_communication.py	23.07%	70 Missing ⚠️
paddleformers/nn/moe_deepep/modular_moe_layer.py	60.58%	67 Missing ⚠️
paddleformers/nn/moe_deepep/moe_loss.py	52.80%	59 Missing ⚠️
paddleformers/nn/moe_deepep/moe_expert.py	46.87%	51 Missing ⚠️
paddleformers/nn/moe_deepep/moe_factory.py	91.66%	2 Missing ⚠️

❌ Your patch status has failed because the patch coverage (49.25%) is below the target coverage (80.00%). You can increase the patch coverage or adjust the target coverage.

Additional details and impacted files

@@            Coverage Diff             @@
##             develop    #2702   +/-   ##
==========================================
  Coverage           ?   29.66%           
==========================================
  Files              ?      318           
  Lines              ?    55552           
  Branches           ?        0           
==========================================
  Hits               ?    16477           
  Misses             ?    39075           
  Partials           ?        0           

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