Liumengyuan
e93d4cfcdd
Add with_output version AppendAttention ( #3302 )
...
* get use_output from fd_config
* add clear TODO description
* add mask_offset para to align with develop
* fix bug
* fix use_output logic
* fix sot bug
2025-08-28 17:10:18 +08:00
yangjianfengo1
e81046fdad
【New Feature】集中式支持w4afp8 ( #3644 )
...
* 支持tp w4afp8
* code style
2025-08-28 10:53:24 +08:00
周周周
76513f6416
Support 45t fp8 8 GPU ( #3659 )
2025-08-28 10:52:53 +08:00
Sunny-bot1
479c8b85d3
[Optimize]support machete weight only gemm ( #3561 )
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* support machete weight only gemm
* add generate
* update
* fix
* change file location
* add sm_version limit
* fix
* fix
* fix ci
* fix coverage
* fix xpu
2025-08-28 09:49:58 +08:00
Liumengyuan
11803e0907
fix undefined cuPointerGetAttribute symbol error ( #3628 )
2025-08-27 20:24:59 +08:00
Jiang-Jia-Jun
c694fa2879
Revert "[Feature] block sparse attention ( #3209 )" ( #3647 )
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This reverts commit 646a0c2fd8
2025-08-27 17:35:04 +08:00
xiaoxiaohehe001
ad319a87cc
support fa3 rope3d ( #3622 )
2025-08-27 11:31:29 +08:00
yangjianfengo1
646a0c2fd8
[Feature] block sparse attention ( #3209 )
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* 支持稀疏attn
* fix bug
* code style
* fix moba attn get kv shape
* 修复a100编译
* codestyle
* code style
* code style
* code style
* fix conflict
* 增加单侧
* code style
* 增加eblite 加载时间
* fix bug
* for ci
* for ci
* for ci
* for ci
* 支持mlp block size 128
* 增加小算子单测
* fix 单测 mlp
* 将环境变量加入到config里面
* fix rollout config
2025-08-26 07:16:04 -07:00
gaoziyuan
82e64b13e1
[NewFeature]Support dp multi api server && Fix some bug in mixed ep && merge develop ( #3598 )
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* [Feature] update ep
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix queue ports idx
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* fix ci
* Update engine.py
* fix ci
* fix some bug in mixed ep
* add server fix and op fix
* rm some log
* fix code style
* ltd fix
* fix
* fix
* fix some bug
* fix bug
* fix bug
* fix style
* Update config.py
* Update splitwise_connector.py
* Update cache_messager.py
* Update __init__.py
* merge and fix
* Update engine.py
* Update common_engine.py
* Update run_ci_xpu.sh
* Update ernie_processor.py
* Update ernie_processor.py
---------
Co-authored-by: ltd0924 <ltd0924@sina.com >
Co-authored-by: ltd0924 <32387785+ltd0924@users.noreply.github.com >
2025-08-26 19:59:02 +08:00
lzy
d339df2e90
Supports DP+TP+EP hybrid parallel deployment strategy ( #3489 )
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* Support DP+TP+EP hybrid parallel deployment strategy
* Support DP+TP+EP hybrid parallel deployment strategy
* fix conflict
* add moe_tp_ep function split_allgather_out
* del tp_group in moe_cutlass_backend
* for ci
* fix parallel_config for ci
* del log
2025-08-26 00:04:01 -07:00
freeliuzc
52eda7fdb3
[Feature][MTP]support new speculative decoding method named hybrid mtp with ngram ( #3610 )
2025-08-26 14:29:22 +08:00
xiaoxiaohehe001
70c75798a7
[NewFeatures] support noex rope3d ( #3542 )
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* [NewFeatures] support noex rope3d
* [NewFeatures] support noex rope3d encoder
2025-08-26 11:44:57 +08:00
Kane2011
2ae7ab28d2
[MetaxGPU] adapt to the latest fastdeploy on metax gpu ( #3492 )
2025-08-25 17:44:20 +08:00
Yuan Xiaolan
9205c88da1
support w4afp8 EP inference ( #3044 )
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2025-08-25 11:27:45 +08:00
lengxia
137e539456
[Feature][XPU] add custom kernels for mtp ( #3537 )
2025-08-25 10:14:17 +08:00
freeliuzc
76759108c9
[Feature][SpeculativeDecoding]Support tree-attention ( #3514 )
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* support tree-attention
* fix merge bug
* fix unit-test api
* fix merge bug
2025-08-22 13:36:41 +08:00
yangjianfengo1
e5aa7087db
【bug fix】修复w4a8编译慢 ( #3510 )
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* 修复w4a8编译
* code style
* 修复tma copy
2025-08-21 18:50:14 +08:00
Ryan
bcdfc1d6b9
Add custom op declaration for all_reduce ( #3473 )
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* add custom op declaration
* roll back try except
2025-08-20 20:29:58 +08:00
yangjianfengo1
b047681c5d
【New Feature】支持Fp8 group Gemm 24稀疏 ( #3463 )
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* 支持24稀疏
* code style
* 增加stmatrix 宏定义判断
* code style
2025-08-19 02:54:47 -07:00
lizexu123
32b39620bc
[Code Simplification] remove cum_offsets ( #3410 )
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2025-08-18 20:21:25 +08:00
Jundong Liu
ea4a3b479c
[Excutor] Increase buffer size to prevent address corruption; add forward metadata debug tool ( #3404 )
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* 修复buffer申请不够大，增加打印forwardmetadata的工具
* fix mistake
* Make CPU tensor in CPUPlace
* Add test about forward_meta_str and Add unitest_requirement
---------
Co-authored-by: RAM <gstian5555@outlook.com >
2025-08-18 16:14:09 +08:00
freeliuzc
a12d0bc549
[Feature][MTP]update multi-draft-token strategy ( #3369 )
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* update multi-draft-token strategy
* fix format
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-08-18 13:59:56 +08:00
Sunny-bot1
6c1f3ff897
topk_gating_softmax support bias ( #3405 )
2025-08-15 11:57:45 +08:00
chen
f0f00a6025
[OPs] Universal optimization and Fix early_stop cuda 700 ( #3375 )
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Deploy GitHub Pages / deploy (push) Has been cancelled
* delete nonzero
* delete setup_ops_base.py
* check if
* check gcp infer_seed.cpu()
* fix repetition_early_stopper_kernel cuda 700
2025-08-14 22:40:44 +08:00
lzy
1e06b9fa6d
make append_attn supports mask_offset ( #3138 )
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* make append_attn supports mask_offset
* add unittest
2025-08-14 03:40:55 -07:00
Sunny-bot1
2e7831185f
[Optimize]Add norm_weights feature for topk_gating_softmax ( #3372 )
Deploy GitHub Pages / deploy (push) Has been cancelled
2025-08-14 15:05:23 +08:00
Kane2011
b4fef2cf29
[MetaxGPU] Support FastDeploy on metax gpu ( #3241 )
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* [MetaxGPU] Support FastDeploy on metax gpu
* Update metax_worker.py
1. change worker log;
2. remove custom allreduce, adapt it later;
3. remove cuda graph;
* Update __init__.py
1. remove metax's key work comment
* Update __init__.py
1. remove metax's key word comment;
2. add fused_moe_kernel_paddle import
---------
Co-authored-by: yongqiangma <xing.wo@163.com >
2025-08-13 11:11:54 +08:00
Ryan
ed6bff215a
fix custom op order rms_norm_eps ( #3348 )
2025-08-13 10:12:49 +08:00
Sunny-bot1
8224b21525
Refactor moe_topk_select op to use apply_norm_weight as a template parameter ( #3345 )
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* Refactor moe_topk_select op to use apply_norm_weight as a template parameter
* update test
2025-08-13 08:44:16 +08:00
Jundong Liu
1e4968e810
[Excutor] Fixed the issue of CUDA graph execution failure caused by different branches during decoding ( #3223 )
...
Deploy GitHub Pages / deploy (push) Has been cancelled
* 彻底解决解码切块问题
* update C8 and C4 kernel
* fix problem
* fix with pre-commit
* retain branch for mtp
2025-08-09 07:37:19 +08:00
gaoziyuan
a799d14df1
[Bugfix] Fix model accuracy in some ops ( #3231 )
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* fix noaux_tc op
* fix
* update
* fix qk norm
* fix linear for prequant loader
* test
* fix
* fix
* rm some print
* fix noaux_tc op
* test
* Fix the confused enable_early_stop when only set early_stop_config (#3214 )
* fix the confused early_stop_config when only set early_stop_config
* pre-commit
* write a general method
* Add ci case for min token and max token (#3229 )
Co-authored-by: xujing43 <xujing43@baidu.com >
* add some evil cases (#3240 )
* add repitation early stop cases
* add repitation early stop cases
* add bad cases
* add bad cases
* add evil cases
* qwen3_moe (#3084 )
* [Feature] support seed parameter (#3161 )
* support seed
* fix
* add SamplingMetadata seed test
* The next_tokens values are inconsistent!
* add air and rejection seed test
* fix
* add SamplingParams seed test
* fix seed=0
* Default to defualt
* fix
* fix args_utils
* fix review
* fix review
* fix
* fix
* add xpu,gcu,iluvatar support seed
* fix
* 【Fix Bug】 修复 fa3 支持集中式bug (#3235 )
* fix fa3 集中式bug
* 增加qknorm参数
* fix qk norm
* fix
* update
* fix linear for prequant loader
* fix
* fix
* rm some print
* fix
* fix moe init weight&scale
* fix moe init weight&scale
---------
Co-authored-by: bukejiyu <395822456@qq.com >
Co-authored-by: yuanxiaolan <yuanxiaolan01@baidu.com >
Co-authored-by: Zero Rains <linjunlu@zerorains.top >
Co-authored-by: xjkmfa <108254620+xjkmfa@users.noreply.github.com >
Co-authored-by: xujing43 <xujing43@baidu.com >
Co-authored-by: Divano <dddivano@outlook.com >
Co-authored-by: bukejiyu <52310069+bukejiyu@users.noreply.github.com >
Co-authored-by: lizexu123 <39205361+lizexu123@users.noreply.github.com >
Co-authored-by: yangjianfengo1 <125249383+yangjianfengo1@users.noreply.github.com >
Co-authored-by: qingqing01 <dangqingqing@baidu.com >
2025-08-08 17:30:37 +08:00
yzwu
fbdd6b0663
[Iluvatar GPU] Optimze attention and moe performance ( #3234 )
2025-08-08 10:51:24 +08:00
yangjianfengo1
89397516a8
[New Feature] Support W4Afp8 MoE GroupGemm ( #3171 )
...
* init
* 增加多线程编译
* fix bug
* fix bug
* code style
* 增加fp16
* 将print替换成assert
* 修复stmatrix
* 减小单测shape
* 减小单测shape
2025-08-06 10:34:05 +08:00
Yuan Xiaolan
7ce00e597c
support qk norm ( #3145 )
2025-08-05 16:46:14 +08:00
Yuan Xiaolan
af543b7f0f
revise get_moe_scores ( #3164 )
2025-08-05 16:43:07 +08:00
yangjianfengo1
40f7f3e0d8
[New Feature] fa3 支持flash mask ( #3184 )
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* 支持flash mask
* 修改test_flash_mask
* 修改test.sh
2025-08-05 12:20:48 +08:00
RichardWooSJTU
e39159f3bd
Add switch to apply fine-grained per token quant fp8 ( #3192 )
...
Co-authored-by: yuanxiaolan <yuanxiaolan01@baidu.com >
2025-08-04 19:54:03 -07:00
AIbin
22fe695f1c
【Inference Optimize】Support automatic generation of marlin kernel ( #3149 )
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* Support automatic generation of marlin kernel
2025-08-01 22:43:18 +08:00
yangjianfengo1
64d7a3194d
集中式支持fa3 ( #3112 )
2025-08-01 18:03:36 +08:00
Ryan
94264bbf60
[Code Simplification] Refactor Post-processing in VL Model Forward Method ( #2937 )
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* rm sth useless
* refactor model forward
* mv bool index to kernel
2025-08-01 17:28:07 +08:00
chen
a2f5cc54f8
moe preprocess op support 160 experts and fused_moe triton kernel name add K ( #3121 )
2025-08-01 10:46:20 +08:00
RAM
d850660872
[Executor] Refactor GetBlockShapeAndSplitKVBlock Kernel ( #2989 )
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* reset decoder_block_shape_q buffer
* refactor GetBlockShapeAndSplitKVBlock Kernel and cudagraph padding batch
* update decode_max_tile_size
* fix pre-commit
* update block_multihead_attn_backend
* update flas attn backend
* update MLA Attention
* update XPU Attention
* update gcu,iluvatar model runner
* Update MTP
* fix MTP bug
2025-07-31 00:09:31 +08:00
ming1753
5acde4eb43
[Feature] Multimodal Scheduler V1 ( #3019 )
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* [Feature] Support multimodal scheduler v1
* remove debug log
* fix bug
* fix format
* modify code
* fix bug
* fix bug
* fix bug
* modify code
2025-07-30 16:05:55 +08:00
Sunny-bot1
74aa31d15b
[Feature] support bad_words ( #3055 )
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* support bad_words
* support online infer bad_words
* update
* add CI test
* update
* update
* update
---------
Co-authored-by: Yuanle Liu <yuanlehome@163.com >
2025-07-30 09:31:29 +08:00
JYChen
dafe02a7b9
[stop sequence] support stop sequence ( #3025 )
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* stop seqs in multi-ends
* unittest for gpu stop op
* kernel tid==0
2025-07-29 14:17:37 +08:00
yinwei
f2a528f9ae
[XPU] Support kvblock centralized management ( #3017 )
2025-07-29 10:40:55 +08:00
Yuan Xiaolan
7d87aaace8
optimize w4a8 decoding ( #3050 )
2025-07-28 22:20:13 +08:00
lizhenyun01
e80ea8a71b
remove Synchronize in hadamard
2025-07-28 19:22:46 +08:00
lizhenyun01
238766e403
fix c4 prompt_cache
2025-07-28 14:31:37 +08:00
Yiqun Liu
8f426c1690
Optimize the performance of moe_expert_ffn_wint2 ( #2990 )
...
* Change wint2 to ColumnMajor.
Change-Id: I6b44d02946a685f8fe24d9f2c7be258b51e16da2
* Unify default_wint2x_mma.
Change-Id: I9e77b0e8e6cecab01fedc0b24b536ee0a1a89ff7
* Change wint2 to ColumnMajorTileInterleave.
Change-Id: I593cbe36f991c0c5044989d65f0014087587c624
* Enable async copy for B.
Change-Id: Ia3ac37ad162a8cf3ccce4f268e81bd06c8ac3c46
* Add wint2x Dequantizer
* Remove TileDequanterB related codes.
Change-Id: Id8e65703b72a8984d367f584ff41b7726017fbb8
* Implement FastInterleavedAndBiasedNumericArrayConverter for wint2.
Change-Id: I438f2b18ab964a04ae1cdb09d9e7d9f7b95eafca
* Implement Wint2ParamsAccessor to load extra quant params from global memory.
Change-Id: Ic3750cd9b767df8893501820880c3342a4b47233
* Implement FastInterleavedAndBiasedNumericArrayConverter for wint2.
Change-Id: I438f2b18ab964a04ae1cdb09d9e7d9f7b95eafca
* Use async copy for local_scale.
Change-Id: Ib882ba41c3d2354bda4d25b40e2408ad3b2f7893
* Check and correct the load and dequantize of weights.
Change-Id: Ie8dca505b39987144964fe6407d465b3b5953790
* Change for performance tuning.
Change-Id: I1da026fb1d1533a9d70350c7ba23c27e896cfc29
* Optimize the global memory access size of local_scale reading.
Change-Id: I4cbe3a2ef5951723d415c2d3252ce912394beaf5
* Specialize mma_tensor_op for wint2 to enable fine-grained pipeline.
Change-Id: Icbb4d48f90a41136f42d6ffff42d68de32f408da
* Minor fix.
Change-Id: I14d4ac9d267ee05442a3b47f00c26bee13d79e6f
* optimizing dequant performance with LOP3
* optimizing dequant performance with LOP3
* Avoid redundant dequantization of local_scale and use bf16 as computing type.
Change-Id: I63239ebc8f8e4a92d6281af59840ba50600b4334
* Add Multiplier and remove some logs.
Change-Id: Ifa199d81e6aeb472d2247c63f85ef30213684bcd
* optimizing dequant performance with LOP3
* Use __byte_perm to implement int8 to float32 conversion for performance improvement.
* Use lop3 to optimize the dequantize of local_scale.
Change-Id: I6189759970cb5b8dcbef769724784b8a7533b63c
* Minor fix and remove some logs.
Change-Id: I6279ba9926d5041093b1c6aea200acf2e4c49d46
* Fix stages for test.
Change-Id: I6f7b7cac612ef2c678e9d49f5ffa60eb53d3ae29
* Fix stages for test and add clock64 to profile.
Change-Id: Iffaf7324beaa910ce9ee56f47ae289de98f1a267
* Use __byte_perm to replace shift-and-or operations for faster integer merging.
* Split the uint2b convert.
Change-Id: I78da672ce8968e21f685285140ba546a161521b4
* Optimize convert of unscale.
Change-Id: I6795da1cdf5e8ab38ddaa9836240921b5312913a
* Minor optimization.
Change-Id: I1800aec34c3f4621abb02658208108f54da44d88
* Optimize mma pipeline and refine codes.
Change-Id: Id3075cf7b88f2813a11ccd1d3b49c62c978f36b8
* Add missing support.
Change-Id: Id65b7bc2c25fbb1a5b232c6bc9fb8c9093f691a8
* Accelerate FP16 dequantization performance
* Support tile shape as Xx64x64.
Change-Id: Ib8fd37e1ba1d06f7d11f2956e7f1367b0a92bcac
* Remove debugging codes and minor optimization.
Change-Id: I6b79bd56a6e8dd823efc169967ecd3cc9a43baf4
* Fix offset bug.
Change-Id: Id7aeb91e99d6f51836f2aff22187b4f79607395e
* Fix typo.
Change-Id: I19dde93fc1c1f7e19605905c90dc46298e203952
* Restore some codes and remove some debugging logs.
Change-Id: I8d44daf82ad1c6f8174134d195e7b3fe9a3afdfb
---------
Co-authored-by: baoqiwen <baoqiwen@baidu.com >
2025-07-28 10:32:43 +08:00
