[Cherry-Pick][New][RL] Support Rollout Routing Replay (#5405)

[gongshaotian]

• [RL] Support Rollout Routing Replay

• add routing indices cache

• fix config bug and moe forward bug

• R3 Support GLM

• support eb4.5

• fix merge bug

• Apply suggestion from @Copilot

• Apply suggestion from @Copilot

• Apply suggestion from @Copilot

• Apply suggestion from @Copilot

• add routing replay ci

• support glm topk

• support orther top_k

• fix ci bug

• pre-commit

• only support chatcmpl

• Revert "Revert "[RL] Support Rollout Routing Replay ([Reverted][RL] Support Rollout Routing Replay #5321)" (Revert "[RL] Support Rollout Routing Replay" #5402)"

This reverts commit c45e064.

• Fix XPU and NPU bug

---

Motivation

💡 If this PR is a Cherry Pick, the PR title needs to follow the format by adding the [Cherry-Pick] label at the very beginning and appending the original PR ID at the end. For example, [Cherry-Pick][CI] Add check trigger and logic(#5191)

💡 如若此PR是Cherry Pick，PR标题需遵循格式，在最开始加上[Cherry-Pick]标签，以及最后面加上原PR ID，例如[Cherry-Pick][CI] Add check trigger and logic(#5191)

Modifications

Usage or Command

Accuracy Tests

Checklist

• 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]]
  • You can add new tags based on the PR content, but the semantics must be clear.
• Format your code, run pre-commit before commit.
• Add unit tests. Please write the reason in this PR if no unit tests.
• Provide accuracy results.
• If the current PR is submitting to the release branch, make sure the PR has been submitted to the develop branch, then cherry-pick it to the release branch with the [Cherry-Pick] PR tag.

[paddle-bot]

Thanks for your contribution!

[codecov-commenter]

Codecov Report

❌ Patch coverage is 59.03614% with 102 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (release/2.4@c45e064). Learn more about missing BASE report.

Files with missing lines	Patch %	Lines
...model_executor/layers/moe/routing_indices_cache.py	56.75%	59 Missing and 5 partials ⚠️
...el_executor/layers/moe/fused_moe_triton_backend.py	11.11%	6 Missing and 2 partials ⚠️
..._executor/layers/moe/fused_moe_deepgemm_backend.py	0.00%	7 Missing ⚠️
...del_executor/layers/moe/fused_moe_wint2_backend.py	0.00%	5 Missing ⚠️
fastdeploy/model_executor/layers/moe/moe.py	76.19%	4 Missing and 1 partial ⚠️
...l_executor/layers/moe/fused_moe_cutlass_backend.py	42.85%	4 Missing ⚠️
fastdeploy/engine/args_utils.py	70.00%	2 Missing and 1 partial ⚠️
...el_executor/layers/moe/fused_moe_marlin_backend.py	0.00%	3 Missing ⚠️
...odel_executor/layers/moe/fused_moe_backend_base.py	50.00%	2 Missing ⚠️
fastdeploy/worker/gpu_model_runner.py	94.11%	0 Missing and 1 partial ⚠️

Additional details and impacted files

@@              Coverage Diff               @@
##             release/2.4    #5408   +/-   ##
==============================================
  Coverage               ?   59.09%           
==============================================
  Files                  ?      327           
  Lines                  ?    40560           
  Branches               ?     6154           
==============================================
  Hits                   ?    23967           
  Misses                 ?    14745           
  Partials               ?     1848           

Flag	Coverage Δ
GPU	59.09% <59.03%> (?)

Flags with carried forward coverage won't be shown. Click here to find out more.

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:

• ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.