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75 Commits

Author SHA1 Message Date
Richard Zou ed33349738
[BugFix] Fix use_cudagraph=False (#19612) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-06-19 08:23:12 +08:00
Charlie Fu a44b1c951d
[Feature][ROCm] Add full graph capture support for TritonAttentionBackend (#19158) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-06-17 17:03:06 -04:00
Luka Govedič 3597b06a4f
[CUDA] Enable full cudagraph for FlashMLA (#18581) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-06-13 18:12:26 +00:00
Luka Govedič f98548b9da
[torch.compile][ROCm] Fuse quantization onto attention using a torch.compile pass (#16756) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
 2025-06-12 08:31:04 -07:00
Ning Xie 2f1c19b245
[CI] change spell checker from codespell to typos (#18711) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-06-11 19:57:10 -07:00
Richard Zou 77f0d465d0
[BugFix] Allow use_cudagraph to work with dynamic VLLM_USE_V1 (#19390) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-06-11 07:54:41 +08:00
Richard Zou 3a4d417707
[Misc] Cleanup compilation tests (#19343) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-06-09 15:05:44 +08:00
Richard Zou 3d64d366e0
[Misc] Change tests/compile to use VLLM_V1 by default (#19302) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-06-08 16:06:48 +08:00
Richard Zou eaa2e51088
[Bugfix] Re-enable use_cudagraph in vLLM v1 (#19299) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-06-08 08:56:12 +08:00
Woosuk Kwon b124e1085b
[Bugfix] Fix FA3 full cuda graph correctness (#19106) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-06-03 23:10:15 -07:00
Simon Mo 02f0c7b220
[Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Richard Zou 26b4fa45be
Add ability to use CUDAGraphs with use_inductor=False (#17345) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-05-29 10:16:52 +08:00
cascade 71ea614d4a
[Feature]Add async tensor parallelism using compilation pass (#17882) 
Signed-off-by: cascade812 <cascade812@outlook.com>
 2025-05-23 01:03:34 -07:00
Charlie Fu 7b2f28deba
[AMD][torch.compile] Enable silu+fp8_quant fusion for rocm (#18082) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-05-13 22:13:56 -07:00
Aaron Pham cb528d0585
[Fix] check to make sure processor has chat templates (#18047) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2025-05-13 03:04:10 -07:00
Harry Mellor 4b2ed7926a
Improve configs - the rest! (#17562) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-09 15:18:44 -07:00
Chanh Nguyen 7ea2adb802
[Core] Support full cuda graph in v1 (#16072) 
Signed-off-by: Chanh Nguyen <cnguyen@linkedin.com>
Co-authored-by: Chanh Nguyen <cnguyen@linkedin.com>
 2025-05-07 22:30:15 -07:00
Richard Zou b90b0852e9
[easy] Print number of needed GPUs in skip message (#17594) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-05-02 15:27:43 -07:00
Sage Moore 460a2b1100
[torch.compile] Add torch inductor pass for fusing silu_and_mul with subsequent scaled_fp8_quant operations (#10867) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2025-05-01 07:59:28 -07:00
Harry Mellor b6dd32aa07
Make name of `compressed-tensors` quant method consistent across vLLM (#17255) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-28 16:28:13 +00:00
cascade 690fe019f0
[Feature] support sequence parallelism using compilation pass (#16155) 
Signed-off-by: cascade812 <cascade812@outlook.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-04-27 06:29:35 -07:00
Luka Govedič 9cdde47289
[BugFix] Fix fusion test and add them to CI (#16287) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-04-08 23:46:45 -07:00
Charlie Fu e85829450d
[Feature][ROCm]Enable fusion pass for torch.compile on ROCm (#15050) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-03-31 04:42:18 -07:00
Luka Govedič 04437e313d
[Bugfix] [torch.compile] Add Dynamo metrics context during compilation (#15639) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-03-28 14:01:09 -06:00
Matthew Vine 7a6d45bc8a
Support FIPS enabled machines with MD5 hashing (#15299) 
Signed-off-by: Matthew Vine <32849887+MattTheCuber@users.noreply.github.com>
 2025-03-26 20:19:46 -04:00
Luka Govedič f622dbcf39
[Fix] [torch.compile] Improve UUID system for custom passes (#15249) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-03-24 01:54:07 +00:00
Jovan Sardinha 70e500cad9
Fix broken tests (#14713) 
Signed-off-by: JovanSardinha <jovan.sardinha@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-03-20 02:06:49 +00:00
Cyrus Leung f690372b68
[Core] Update dtype detection and defaults (#14858) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-19 13:49:33 +08:00
vllmellm 2bb0e1a799
[Bugfix][ROCm] running new process using spawn method for rocm in tests. (#14810) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-03-17 11:33:35 +00:00
Sibi a73e183e36
[Misc] Replace os environ to monkeypatch in test suite (#14516) 
Signed-off-by: sibi <85477603+t-sibiraj@users.noreply.github.com>
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
 2025-03-16 20:35:57 -07:00
Robert Shaw d4d93db2c5
[V1] V1 Enablement Oracle (#13726) 
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2025-03-14 22:02:20 -07:00
Michael Goin 14f301b541
Update to torch==2.6.0 (#12721) 
Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: luka <luka@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-14 16:58:30 -04:00
Luka Govedič e1744502c2
[FP8] Refactor apply_fp8_linear and apply_fp8_linear_generic into an object (#14390) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-03-07 05:20:16 +00:00
Harry Mellor cf069aa8aa
Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
Luka Govedič bd56c983d6
[torch.compile] Fix RMSNorm + quant fusion in the non-cutlass-fp8 case, rename RedundantReshapesPass to NoopEliminationPass (#10902) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-02-28 16:20:11 -07:00
Harry Mellor f2b20fe491
Consolidate Llama model usage in tests (#13094) 2025-02-13 22:18:03 -08:00
youkaichao 09b95e36ab
[torch.compile] PyTorch 2.6 and nightly compatibility (#12393) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-07 01:09:07 +08:00
Russell Bryant e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-02 11:58:18 -08:00
Bowen Wang 2bc3fbba0c
[FlashInfer] Upgrade to 0.2.0 (#11194) 
Signed-off-by: Bowen Wang <abmfy@icloud.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-01-27 18:19:24 +00:00
youkaichao 3682e33f9f
[v1] fix compilation cache (#11598) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-30 04:24:12 +00:00
Luka Govedič 30870b4f66
[torch.compile] Dynamic fp8 + rms_norm fusion (#10906) 
Signed-off-by: luka <luka@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2024-12-13 03:19:23 +00:00
Cyrus Leung 8f10d5e393
[Misc] Split up pooling tasks (#10820) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-11 01:28:00 -08:00
youkaichao dc5ce861bf
[torch.compile] remove compilation_context and simplify code (#10838) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-03 06:19:02 +00:00
youkaichao 05d1f8c9c6
[misc] move functions to config.py (#10624) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-25 09:27:30 +00:00
youkaichao 571841b7fc
[torch.compile] support encoder based models (#10613) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-25 05:24:33 +00:00
youkaichao db100c5cde
[bugfix] fix full graph tests (#10581) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-22 10:02:14 -08:00
youkaichao 7560ae5caf
[8/N] enable cli flag without a space (#10529) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-21 12:30:42 -08:00
Luka Govedič 8b0fe06c89
[torch.compile] Inductor code caching fix (#10273) 
Signed-off-by: luka <luka@neuralmagic.com>
Signed-off-by: Luka Govedic <luka.govedic@gmail.com>
 2024-11-20 21:44:57 -08:00
youkaichao 0cd3d9717e
[7/N] torch.compile, reduce compilation time (#10460) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-20 11:20:38 -08:00
youkaichao 803f37eaaa
[6/N] torch.compile rollout to users (#10437) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-19 10:09:03 -08:00