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

* [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

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* 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 (#5321)" (#5402)"

This reverts commit c45e064f3d.

* Fix XPU and NPU bug

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Yuanle Liu <yuanlehome@163.com>
This commit is contained in:
RAM
2025-12-05 22:06:26 +08:00
committed by GitHub
parent c45e064f3d
commit b2908b8e82
26 changed files with 608 additions and 24 deletions

View File

@@ -142,6 +142,8 @@ class ForwardMeta:
caches: Optional[list[paddle.Tensor]] = None
# Flag of profile run
is_dummy_or_profile_run: bool = False
# Routing Replay table buffer
routing_replay_table: Optional[paddle.Tensor] = None
# chunked MoE related
moe_num_chunk: int = 1