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296 Commits

Author SHA1 Message Date
wangyifei b57c960837 cuda13.0, implement changes to CCCL (#6751) 2026-03-10 16:47:02 +08:00
AIbin c3aceb6bdc [Models][OP][Optimization] Support DeepSeek-v3.2 model, integrate DSA & Indexer architecture with FlashMLA/DeepGEMM (#6689) 
* Support DeepSeek-v3.2 model, integrate DSA & Indexer architecture with FlashMLA/DeepGEMM
 2026-03-10 15:05:14 +08:00
gongweibao 30f9f33f34 [Feature][BugFix][OP] Enhance Deterministic Inference Mode with Kernel-level Fixes and Batch-invariant BMM (#6610) 
* add fa deter

* add ut

* add long sentence

* fix basic

* fix bugs

* fix adn

* fix first

* fix single

* fix single

* fix single test

* refine

* add more test

* refine comments

* add comments of bmm

* fix ci

* remove probe

* add

* remove not need

* refine tests

* fix comments and refine code

* refine code

* refine test

* refine test

* mv 4cards tests

* fix tests

* add

* fix comments

* fix cover

* fix cover

---------

Co-authored-by: gongweibao <gognweibao@baidu.com>
 2026-03-09 10:27:53 +08:00
sunxin 0dc7034ce0 [Model Runner] Deprecate not_need_stop (#6356) 
* Deprecate not_need_stop
 2026-03-05 10:55:42 +08:00
gongweibao ddb06ff83f init (#6642) 
Co-authored-by: gongweibao <gognweibao@baidu.com>
 2026-03-04 21:55:31 +08:00
周周周 3cc09418f1 support dsv3 use flashmla (#6593) 2026-03-03 11:09:43 +08:00
huicongyao 0f718baaf2 [Speculative Decoding]Reformat input preprocess for spec decode (#6501) 
* add speculate_pre_process kernel

* reduce one slice

* make d2h async && fix mtp bug for new pre_process

* fix

* add unitest

* fix: code stype formatting

* fix

* fix: thread race in speculate_preprocess && rename d2h event
 2026-03-03 10:22:07 +08:00
AIbin 59b578c337 [Feature]Supports SWA based on appendattn (#6547) 2026-03-01 19:02:08 +08:00
ming1753 97eee75677 [Feature] GPU Memory Optimization and Retirement of V0 Scheduler (#6407) 
* Optim GPU Mem Usage

---------

Co-authored-by: huzesen <huzesen@baidu.com>
 2026-02-28 15:07:43 +08:00
cmcamdy 13447279aa [XPU] Fix PD + MTP (#6495) 
* fix pd + mtp

* fix code style

* fix PD + MTP, D get P's first token

* add anno for gpu(speculate_update)

* update draft insertv1

* fix wapper & kernel

* fix wapper

* fix code stype
 2026-02-27 19:07:35 +08:00
gongweibao edd31e8849 [Feature] Add Deterministic Inference Support (#6476) 
* add

* [tests] Add Paddle attention determinism tests and refactor resource manager

Add comprehensive determinism tests for Paddle attention layer and refactor
resource manager for deterministic mode support.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* add

* add

* add

* add

* add more

* add more

* fixsome

* fixsome

* fix bugs

* fix bugs

* only in gpu

* add docs

* fix comments

* fix some

* fix some

* fix comments

* add more

* fix potential problem

* remove not need

* remove not need

* remove no need

* fix bug

* fix bugs

* fix comments

* fix comments

* Update tests/ce/deterministic/test_determinism_verification.py

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

* Update tests/inter_communicator/test_ipc_signal.py

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

* Update tests/layers/test_paddle_attention_determinism.py

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

* Update tests/engine/test_sampling_params_determinism.py

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

* Update tests/layers/test_paddle_attention_determinism.py

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

* Update tests/layers/test_paddle_attention_determinism_standalone.py

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

* fix comments

* fix import error

* fix a bug

* fix bugs

* fix bugs

* fix coverage

* refine codes

* refine code

* fix comments

* fix comments

* fix comments

* rm not need

* fix allreduce large tensor bug

* mv log files

* mv log files

* add files

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
 2026-02-26 19:31:51 -08:00
GoldPancake 2178f2829b [Speculative Decoding] Support suffix decoding (#6403) 
* support suffix decoding
 2026-02-26 11:42:05 +08:00
Yuanle Liu 6d3fede240 [OP][Feature] 统一 limit_thinking_content_length CUDA 算子，支持回复长度限制与注入序列 (#6493) 
* Initial plan

* Migrate PRs #6311, #6129, #6305 to develop and merge unit tests

Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com>

* fix

* update

* fix

* fix ci

* fix ci

* Initial plan

* test: add test_chat_with_response_max_tokens to test_EB_VL_Lite_serving.py

Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com>

* test: add disable-thinking case to test_chat_with_response_max_tokens

Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com>

* test: add both reasoning_max_tokens and response_max_tokens case

Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com>

* fix ci

* fix ci

* fix ci

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: yuanlehome <23653004+yuanlehome@users.noreply.github.com>
 2026-02-25 21:36:50 +08:00
sunxin 51f812aaa4 fix empty get_padding_offset (#6462) 2026-02-12 12:34:23 +08:00
AIbin 983be007f5 [Feature]support swa & sink Based on appendattn (#6410) 
* support swa & sink Based on  appendattn
 2026-02-10 18:28:03 +08:00
GoldPancake 8b1dd0f360 fix bug (#6422) 2026-02-10 14:58:50 +08:00
Mattheliu c776d483e4 [BugFix]fix handle 4 return values from noaux_tc_redundant op (#6384) 
* fix: handle 4 return values from noaux_tc_redundant op

The noaux_tc_redundant CUDA op is defined with 4 outputs in PD_BUILD_STATIC_OP:
- output_tensor (scores)
- topk_values
- topk_indices
- tokens_per_expert_stats_list_out (inplace updated)

The Python code was only unpacking 3 values, causing:
  ValueError: too many values to unpack (expected 3)

This fix correctly unpacks all 4 return values, ignoring the inplace
updated tensor which is the same as the input tokens_per_expert_stats_list.

Co-Authored-By: Claude (Claude Opus 4.5) <noreply@anthropic.com>

* fix: make noaux_tc_redundant return 4 values to match OP definition

The PD_BUILD_STATIC_OP defines 4 outputs but the function only returned 3,
causing inconsistent behavior across different Paddle framework versions.

This fix explicitly returns 4 values:
- scores (inplace modified)
- topk_values
- topk_indices
- tokens_per_expert_stats_list (inplace modified via atomicAdd)

Co-Authored-By: Claude (Claude Opus 4.5) <noreply@anthropic.com>

---------

Co-authored-by: Claude (Claude Opus 4.5) <noreply@anthropic.com>
 2026-02-09 13:17:47 +08:00
周周周 2b4748de4f [MTP] refactor MTP pre_process (#6358) 2026-02-09 10:47:15 +08:00
jc d6b3c722c1 [KVCache] Storage cache supports c8 model (#6298) 
* Refine cache transfer manager
* Storage cache supports c8 model
 2026-02-06 12:01:17 +08:00
周周周 e3fb8796b4 Remove MTP rebuil_padding useless code (#6336) 2026-02-05 16:28:44 +08:00
chen 29a313a402 [Optimization] Support FA2/FA3/FA4 with attn_mask_q (#6354) 
* support FA4 sm100

* flash attn backend support mask

* flash attn backend run flashmask correct

* add test for flash_attn_backend and flash_attn_func

* check

* add test for fa4

* requirements.txt add fa4 whl

* check test on sm100

* fix CI conflict

* add enable_torch_proxy for flash_mask

* lazy import fa4

* check

* fix tests import

* check test_load_mpt import
 2026-02-05 14:39:00 +08:00
fxyfxy777 36547cfdb3 [Feature] FD_USE_PHI_FP8_QUANT (#6320) 
* add ut

* add use_fd_quant env

* rm mask_per_token_quant

* add make ops list

* USE_FD_FP8_QUANT -> FD_USE_PHI_FP8_QUANT 默认是true

* modify comments

* use bool type

* Add function declaration
 2026-02-03 22:33:03 -08:00
周周周 6225439778 add PADDLE_ENFORCE (#6321) 2026-02-04 10:47:19 +08:00
JYChen c745a22420 [Feature] Support Ernie FP8 on sm100 ( the fixed version) (#6304) 2026-02-03 17:47:38 +08:00
周周周 8277b95fa6 remove speculate_get_padding_offset op (#6308) 2026-02-03 15:18:12 +08:00
fxyfxy777 2ada119a38 [Optimize] optimize mask_quant & swiglu (#6222) 
* optimize mask_quant op speed up 1.5

* fix calculate sequence

* add fused

* rm log

* push kernel code

* add ut

* accuracy ok

* add ue8m0

* add ut

* add merge develop

* rm ut of mask_per_token_quant
 2026-02-02 13:52:38 +08:00
xiaozude 030647521a [Metax] adapt to the latest develop (#6282) 2026-01-29 23:21:20 -08:00
JYChen 6c685c9474 Revert "[Feature] Support Ernie FP8 on sm100 (#5593)" (#6275) 
This reverts commit eb80724b71.
 2026-01-30 11:22:01 +08:00
JYChen eb80724b71 [Feature] Support Ernie FP8 on sm100 (#5593) 
* Deepgemm暂时可用版本

* dense部分 e8m0 ok

* EB模型E8M0跑通的版本

* code check

* support 21b-tp2, dev_paddle

* 单机4.5T ep OK的版本

* 修复删除的代码,单机4.5T ep(非cudagraph)

* eb tp

* Support SM100 block-wise FP8 inference

* refine codes, support deepgemm on sm100

* add thirdparty PFCC/DeepGEMM

* fix ep decode

* 使用deepep ue8m0, 解决精度问题

* 修复FP8 TP精度

* Deepgemm升级适配Hopper逻辑

* add ue8m0 kernel

* add ue8m0 kernel

* fix custom_ops/gpu_ops/cpp_extensions.cc

* eb 输出正常

* eb5 text is right

* 目测精度一致

* 自测精度对齐

* 替换masked_per_token_quant, ep精度OK

* 性能提升约30%

* 暂时跑通ep但是有问题

* 自测一致

* rm test fun

* fix ep event

* 图优化算子更新Deepgemm

* fix build

* 暂时绕过deepgemm CI编译问题

* 根据SM区分deepgemm版本

* remove useless code

---------

Co-authored-by: ckl117 <ckl117@163.com>
Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com”>
Co-authored-by: fxyfxy777 <fxyfxy777@163.com>
 2026-01-29 13:49:54 +08:00
jc 7da5f54fb3 [CI] Add unit test for swap_layout && remove unit test of splitwise_scheduler (#6250) 
* Add unit test for swap_layout

* remove splitwise_scheduler test
 2026-01-28 19:20:20 +08:00
GoldPancake 7d6c87c29e [Others] Support constrained decoding when enable_thinking is false (#6248) 
* support constrained decoding when enable_thinking is false

* fix

* fix

* fix
 2026-01-28 00:05:17 -08:00
sunxin 27f8799f04 [Model Runner] Refactor execute_model for GPU async scheduling (#6176) 2026-01-28 14:19:33 +08:00
freeliuzc ce06c6dfb3 [BugFix] Fix token_penalty kernel (#6069) 
* fix token_penalty kernel

* try to fix xpu

* fix xpu

* fix unit test
 2026-01-28 12:03:05 +08:00
周周周 aa57864c5b remove unneeded para from flash_mask_attention (#6218) 2026-01-27 14:04:27 +08:00
yangjianfengo1 b3627b59f8 [Bug Fix] fix mask attention (#6216) 2026-01-26 07:46:26 -08:00
sunxin adc69c15d0 [Model Runner] Prepare token count and move FA3 initialization into the graph (#6170) 
* prepare for token num and put FA3 init in graph
 2026-01-26 12:16:57 +08:00
周周周 0966df78dc [Others] remove stop_nums (#6182) 2026-01-26 12:12:47 +08:00
jc 309c7d9764 router support divided roolout (#6150) 2026-01-22 10:39:39 +08:00
lizexu123 f4902fe42d [BugFix] fix wint2 (#6109) 
* fix

* fix

* fix
 2026-01-20 21:46:21 +08:00
sunxin a4144e0b8e [Optimization] Avoid unnecessary penalty computation (#6078) 2026-01-19 15:24:12 +08:00
GoldPancake bda38aa519 [Speculative Decoding] Support MTP for GLM-4.5-Air (#6047) 
* glm mtp
* add spec neox partial rope
 2026-01-16 14:35:24 +08:00
fxyfxy777 4c92035f2d [Feature] Unify fp8 block_wise quant ops (#5991) 
* quant stash

* blockwise_quant

* precommit

* rm tensor.cut

* tp ok

* add swiglu

* rm outdate code

* fix activate ut

* change baseline

* fix baseline error
 2026-01-15 05:50:37 -08:00
freeliuzc 49617d9832 [Feature]Support tag phase token enforce generation (#6034) 
* support tag phase token enforce generation

* optimize note and some feature

* fix sampler unit test

---------

Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
 2026-01-15 03:59:55 -08:00
lizexu123 6619298b50 【Optim】Optimize grid dimensions using max_tokens_per_expert for MoE models (#6007) 
* update w4afp8

* build.sh ok

* support cuda_graph

* fix

* add test

* fix max_tokens_per_expert

* >=70

* fix

* compute_max_tokens_from_prefix_sum in w4afp8

* compute_max_tokens use cub
 2026-01-15 19:18:42 +08:00
Daci e10b51b8c6 [Feature] get_output_kv_signal blocking read mode & send_first_token (#5836) 
* get_output_kv_signal blocking read mode

* send first token before recycle

* xpu get_output_kv_signal blocking read mode

---------

Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
 2026-01-15 14:11:03 +08:00
chenjian 74d0f1c01f [Optim] Robust sync status when preempted happens (#5796) 
* [Bug fix] Sync status for caching output cache

* fix

* fix

* fix bug

* fix

* fix

* support xpu

* fix

* fix

* fix

* fix

* fix

* fix ci

* fix ci

* fix xpu

---------

Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
 2026-01-14 12:07:33 +08:00
周周周 ad8d05a8de [Optimization] Do not compute ATTN padding part in In Cuda graph mode (#5985) 2026-01-13 11:32:27 +08:00
lzy 223b2f5d86 Support setting communication groups in custom_allreduce and the all-to-all\transpose fused operator during the decoding phase. (#5917) 2026-01-12 14:09:39 +08:00
sunxin 17ef3920f3 remove decoder_num_blocks_device memset (#5982) 2026-01-10 21:22:06 +08:00
周周周 b8d9daa785 MLA clean code (#5979) 2026-01-10 21:05:00 +08:00