 evanchuenganddavid6666666
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744c65b730
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[Feature] Distributed layerwise offload with DP multi-concurrency + mmap weight… (#5397)
Signed-off-by: evanchueng <evanchueng@outlook.com>
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: david6666666 <530634352@qq.com>
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2026-07-30 13:35:38 +00:00 |
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SYLARandlishunyang12
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7762d664d8
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[Attention] Add trtllm diffusion attention backend with Skip-Softmax (#5283)
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
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2026-07-27 22:48:11 +08:00 |
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TaffyOfficialandTaffyOfficial
|
93786c9cd3
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[perf] Add configurable diffusion compile granularity (#4603)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
|
2026-07-24 15:22:06 +00:00 |
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Diya Peng
|
b471a5cf23
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[Diffusion] Add FLUX.2-dev CPU Offload (Layerwise) (#5256)
Signed-off-by: dpeng123 <diyapeng123@gmail.com>
|
2026-07-23 14:53:04 +08:00 |
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bjf-frzandHongsheng Liu
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be667a8067
|
[Refact] Refactor diffusion output streaming (#5166)
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-07-23 10:06:08 +08:00 |
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bjf-frz
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1a4a042a83
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[REFACT]Refactor diffusion outputs to payload metadata (#4922)
Signed-off-by: bjf-frz <frz123db@gmail.com>
|
2026-07-14 17:24:03 +08:00 |
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Hongsheng Liuandhsliu_ustc
|
625892032b
|
[Doc] Standardize serving names and identifiers (#5081)
Signed-off-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>
Co-authored-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>
|
2026-07-13 23:59:42 +08:00 |
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Rahul Steiger
|
66b9ad287a
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Extend Cosmos3 CPU offloading to component and layerwise paths (#4695)
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2026-07-13 09:48:53 +00:00 |
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Samit
|
b96bc5ac87
|
Support HuggingFace kernels package for native diffusion attention backends (#4926)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
|
2026-07-08 14:34:36 +08:00 |
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JiangJie ZhangandSamit
|
c45ac74d43
|
[Core][Frontend] Support request-level batching for diffusion pipelines (#4079)
Signed-off-by: jader <yjader@foxmail.com>
Co-authored-by: Samit <285365963@qq.com>
|
2026-06-29 18:09:19 +02:00 |
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Rahul SteigerandHongsheng Liu
|
327e9dcaf2
|
[Feature] Spatially-sharded (SP) decode for the Wan VAE (#4620)
Signed-off-by: Rahul Steiger <rsteiger@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-06-27 09:01:25 +08:00 |
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1951dca786
|
[Model] add soulx-singer support (#3862)
Signed-off-by: Mr.Dong <1042542469@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Mr.Dong <1042542469@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
|
2026-06-24 05:36:45 +00:00 |
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Chendi.XueandHongsheng Liu
|
e7f0db1067
|
[SDXL] SDXL model enabling (#4331)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-06-16 22:51:11 +08:00 |
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46e0b71423
|
[Enhancement] Introduce High-Performance MoT (Mixture-of-Tokens) Kernels: Triton Implementation (#3960)
Signed-off-by: Yufeng Zhu <yzhu802@gatech.edu>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Yufeng Zhu <yzhu802@gatech.edu>
Co-authored-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
|
2026-06-16 03:08:02 +00:00 |
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126fb4b4a9
|
[Blackwell][1/N] Add SageAttention3 diffusion backend on blackwell(GB200/B200/RTX5090/PRO6000/DGX Spark available) (#3015)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-05-28 14:08:45 +00:00 |
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|
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373d3c7476
|
[Blackwell] Add CUDNN_ATTN and FLASHINFER_ATTN backends for diffusion (auto-route) (#3079)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Co-authored-by: frauttauteffasu <247219357+frauttauteffasu@users.noreply.github.com>
Co-authored-by: Zhang Jian <jianmusings@gmail.com>
|
2026-05-28 11:09:25 +08:00 |
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Samit
|
083b5e363f
|
[Diffusion] Support LoRA in step-wise execution (#3639)
Signed-off-by: samithuang <285365963@qq.com>
|
2026-05-20 22:26:18 +08:00 |
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Rustam Khadipash
|
89f8819525
|
[Feature] Add support for Pipeline Parallel and integrate it into Wan 2.2 (#2322)
Signed-off-by: Rustam Khadipash <16683750+hadipash@users.noreply.github.com>
|
2026-05-19 09:42:17 +08:00 |
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Canlin GuoandHongsheng Liu
|
ef7f2f1cd2
|
[Docs] Refactor the attention backend docs/skill (#3475)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-05-11 09:13:07 +08:00 |
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Nick CaoandClaude
|
65bc968465
|
[Refactor] Rename SupportsModuleOffload to SupportsComponentDiscovery (#3354)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-05-08 14:16:49 +00:00 |
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Chenguang Zheng
|
eeb7e698c9
|
[Clean] Remove multi-replica Bagel CI and related docs/configs (#3407)
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
|
2026-05-08 09:28:52 +08:00 |
|
|
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1e5f288a91
|
[FEAT] support multi-stage deployment (#2396)
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: Zheng Wengang <zwg0606@gmail.com>
Signed-off-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Signed-off-by: yinpe <11810305@mail.sustech.edu.cn>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: yinpe <11810305@mail.sustech.edu.cn>
Co-authored-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
|
2026-05-06 19:33:18 +08:00 |
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Chendi.XueandCanlin Guo
|
353ac8a402
|
[Enhancement] Offload transformer after switch to transformer-2 (#3224)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
|
2026-05-05 23:48:46 +00:00 |
|
|
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e49fbd8a2d
|
[Feat] DiffusionEngine Support async batch infer (#2729)
Signed-off-by: Semmer <semmer@live.cn>
Signed-off-by: jader <yjader@foxmail.com>
Signed-off-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: asukaqaq-s <1311722138@qq.com>
Co-authored-by: jader <yjader@foxmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-05-06 09:47:13 +12:00 |
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WeiQing ChenandSYLAR
|
954d0642a4
|
[Docs] Update diffusion quantization guides (#3200)
Signed-off-by: David Chen <530634352@qq.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
|
2026-04-28 04:33:24 -07:00 |
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|
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755a2d9d96
|
[Feat] support layerwise offload for Bagel (#2734)
Signed-off-by: Nick Cao <ncao@redhat.com>
Signed-off-by: siyuan.lei <siyuanlei37@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
|
2026-04-25 15:44:56 +08:00 |
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jiangmengyu18andbetta18
|
c174c95ab0
|
[NPU] [Quant] Support HunyuanImage3 offline quantization with vLLM-Ascend on diffusion path (#2979)
Signed-off-by: betta18 <jiangmengyu1@huawei.com>
Signed-off-by: jiangmengyu18 <56633611+jiangmengyu18@users.noreply.github.com>
Co-authored-by: betta18 <jiangmengyu1@huawei.com>
|
2026-04-25 06:14:01 +00:00 |
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LancerandHongsheng Liu
|
345504b68f
|
[Feat] support quantization for GLM-IMAGE (#2292)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-04-24 13:49:49 +08:00 |
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WeiQing Chen
|
d4cbdff9cd
|
[Doc] Add diffusion attention backend docs (#3011)
Signed-off-by: david6666666 <530634352@qq.com>
|
2026-04-23 11:30:47 +08:00 |
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Nick CaoandClaude
|
e3b0afbb97
|
[Refactor] Let diffusion pipelines declare offloadable modules via SupportsModuleOffload (#2427)
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-04-23 04:23:00 +08:00 |
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Liang LvandSYLAR
|
ee15f39ea7
|
[AutoRound] Support Qwen Omni W4A16 quantization model (#2670)
Signed-off-by: lvliang-intel <liang1.lv@intel.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
|
2026-04-22 19:54:45 +08:00 |
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Hongsheng Liu
|
25b451a552
|
Codex revert pr reviewer (#2959)
Signed-off-by: hsliu <liuhongsheng4@huawei.com>
|
2026-04-21 21:43:15 +08:00 |
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WeiQing Chen
|
6c6551dff8
|
[Feature] feat: add video frame interpolation postprocess (#2555)
Signed-off-by: David Chen <530634352@qq.com>
|
2026-04-15 11:52:20 +08:00 |
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Jiaqian LiuandCanlin Guo
|
8097747a5d
|
[Model] Adapt Wan2.2-I2V-A14B via LightX2V offline conversion path (#2134)
Signed-off-by: Celeste-jq <591998922@qq.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
|
2026-04-13 14:20:04 +08:00 |
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|
Yuanheng Zhao
|
8a55d3d01f
|
[Feat] Enable Layerwise CPU offloading for SD3.5, Ovis-Image, Nextstep_1, LongCat-Image (#2339)
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
|
2026-04-08 09:55:09 +08:00 |
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LancerandDidan Deng
|
328de586aa
|
[Feat] support for multi-block layerwise offloading, fix top-level parameters/buffers staying on CPU (#1486)
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Lancer <402430575@qq.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
|
2026-04-06 11:49:35 +08:00 |
|
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Yi LiuandHongsheng Liu
|
c1d2dcc3ac
|
[AutoRound] Add offline quantized W4A16 model support (#1777)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-04-02 13:57:53 +08:00 |
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Didan Deng
|
ebc9a8d875
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[skip ci][Doc] Small fix of Doc (#2400)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
|
2026-04-02 10:08:58 +08:00 |
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Didan Deng
|
911be0d426
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[skip ci][Doc] Refine the Diffusion Features User Guide (#1928)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
|
2026-03-30 14:28:04 +08:00 |
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rongfu.lengandHongsheng Liu
|
9d9e6abae6
|
[Feat] add helios fp8 quantization (#1916)
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-03-29 06:35:56 +00:00 |
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Ding Zuhaoand汪志鹏
|
283a62fd76
|
[Feature] [HunyuanImage3] Add TeaCache support for inference acceleration (#1927)
Signed-off-by: Ding Zuhao <e1583181@u.nus.edu>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
|
2026-03-28 15:24:21 +00:00 |
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dongbo910220andDidan Deng
|
c2888a8a36
|
[Docs] refine UAA documentation (#2148)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
|
2026-03-25 15:46:15 +08:00 |
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SYLAR
|
6b93459826
|
[Core] Unified quantization framework (#1764)
|
2026-03-24 18:56:55 +08:00 |
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dongbo910220andDidan Deng
|
50bd1961bf
|
[Feature]: add Ulysses advanced_uaa mode (#1379)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
|
2026-03-24 14:55:54 +08:00 |
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|
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9bf8f8ce79
|
[model] support FLUX.1-Kontext-dev (#561)
Signed-off-by: Lancer <maruxiiang6688@gmail.com>
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Signed-off-by: Lancer <402430575@qq.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Lancer <maruxiiang6688@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-03-23 17:17:58 +00:00 |
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汪志鹏andDidan Deng
|
77d773ad47
|
[Bagel]: Support SP (#1903)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
|
2026-03-23 21:52:50 +08:00 |
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WeiQing Chen
|
d6b55b9196
|
[Quantization] feat: add qwen-image gguf adapter (#1755)
Signed-off-by: David Chen <530634352@qq.com>
|
2026-03-23 13:24:54 +00:00 |
|
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zhou zhuoxinand汪志鹏
|
b147553d67
|
[Feature] add Tensor Parallelism to Omnigen2 (#2065)
Signed-off-by: zhou zhuoxin <zhouzhuoxin1508@outlook.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
|
2026-03-23 11:46:58 +08:00 |
|
|
|
6838533998
|
[Model] Add HunyuanVideo-1.5 T2V and I2V support (#1516)
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
|
2026-03-21 21:26:39 +08:00 |
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|
Wu JIAZHEN
|
da7a8f8014
|
reafator pipeline stage/step pipeline (#1368)
Signed-off-by: asukaqaq-s <1311722138@qq.com>
|
2026-03-20 19:21:50 +08:00 |
|