Commit Graph

17 Commits

Author SHA1 Message Date
Iman Tabrizian
82276167e6
[None][feat] Add NCCL Symmetric Integration for All Reduce (#4500)
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
2025-08-07 17:28:14 -07:00
hlu1
8207d5fd39
[None] [feat] Add model gpt-oss (#6645)
Signed-off-by: Hao Lu <14827759+hlu1@users.noreply.github.com>
2025-08-07 03:04:18 -04:00
Yuan Tong
32b244af38
feat: reduce unnecessary kernel generation (#5476)
Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
2025-07-04 14:37:49 +08:00
Daniel Stokes
3a4851b7c3
feat: Add Mixture of Experts FP8xMXFP4 support (#4750)
Signed-off-by: Daniel Stokes <40156487+djns99@users.noreply.github.com>
2025-06-09 13:25:04 +08:00
William Tambellini
af67bf00a8
feat: register ENABLE_MULTI_DEVICE and ENABLE_UCX as CMake options (#3343)
No change of default value (still ON).
These were hidden cmake vars before that patch.
Fix issue #3289

Signed-off-by: William Tambellini <wtambellini@sdl.com>
Co-authored-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
2025-04-14 10:30:23 +08:00
liji-nv
b168adba70
feat: Add NVFP4 UB pattern optimization pass in torch compile (#3371)
* feat: Add NVFP4 UB pattern optimization pass in torch compile

* Add an additional flag for UB fp4 pattern to avoid inverse the scale
* Add NVFP4 related UB patterns

Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>

* Update atol, some points fails for B200 umbriel.

Signed-off-by: liji-nv <59594262+liji-nv@users.noreply.github.com>

---------

Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
Signed-off-by: liji-nv <59594262+liji-nv@users.noreply.github.com>
2025-04-11 21:25:29 +08:00
liji-nv
dca6397d1e
feat: Introduce UB allocator for pytorch flow (#3257)
* Instead of allocating UserBuffers at beginning of runtime, UB buffers
  are now managed with global allocator. The allocator will dynamically
assign free UB buffer or allocate new buffer for torch tensor. It makes
userbuffers easier to use.

* In common usecase, the Userbuffers will be allocated correctly during
  warm up stage. There is no dynamic allocation during inference.

* UB fusion pattern is rewroten using the new UB Allocator. It contains
  following passes:

1. Fuse Quant with allreduce, replace with UB impl, and insert a
   copy_to_userbuffers. Currently the normal allreduce still does not
   support FP8 quant. So this need to be done in UB pass
2. Convert all supported allreduce with UB and insert copy_to_userbuffers.
3. Fuse op before ar with the copy_to_userbuffers. So the op directly
   writes to the userbuffer
4. Remove userbuffers finalize if the output is connect to another UB
   allreduce.

Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
2025-04-08 18:39:49 +08:00
Yibin Li
32ae1564bd
update FP4 quantize layout (#3045)
Signed-off-by: Yibin Li <109242046+yibinl-nvidia@users.noreply.github.com>
2025-04-03 13:13:54 -04:00
liji-nv
e0d0dde058
None - Add one-shot version for UB AR NORM FP16/BF16 (#2995)
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
2025-03-31 11:16:03 +08:00
Kaiyu Xie
2631f21089
Update (#2978)
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-03-23 16:39:35 +08:00
Kaiyu Xie
9b931c0f63
Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
Kaiyu Xie
ab5b19e027
Update TensorRT-LLM (#2820) 2025-02-25 21:21:49 +08:00
Kaiyu Xie
2ea17cdad2
Update TensorRT-LLM (#2792)
* Update TensorRT-LLM

---------

Co-authored-by: jlee <jungmoolee@clika.io>
2025-02-18 21:27:39 +08:00
Kaiyu Xie
e88da961c5
Update TensorRT-LLM (#2783) 2025-02-13 18:40:22 +08:00
Dan Blanaru
16d2467ea8 Update TensorRT-LLM (#2755)
* Update TensorRT-LLM

---------

Co-authored-by: Denis Kayshev <topenkoff@gmail.com>
Co-authored-by: akhoroshev <arthoroshev@gmail.com>
Co-authored-by: Patrick Reiter Horn <patrick.horn@gmail.com>

Update
2025-02-11 03:01:00 +00:00
Kaiyu Xie
be17881062
Update TensorRT-LLM (#2582) 2024-12-16 21:50:47 -08:00
石晓伟
548b5b7310
Update TensorRT-LLM (#2532)
* blossom-ci.yml: run vulnerability scan on blossom

* open source efb18c1256f8c9c3d47b7d0c740b83e5d5ebe0ec

---------

Co-authored-by: niukuo <6831097+niukuo@users.noreply.github.com>
Co-authored-by: pei0033 <59505847+pei0033@users.noreply.github.com>
Co-authored-by: Kyungmin Lee <30465912+lkm2835@users.noreply.github.com>
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2024-12-04 21:16:56 +08:00