Commit Graph

25 Commits

Author SHA1 Message Date
Perkz Zheng
0722717ec0
[None][fix] trtllm-gen regression in PR 8301 (#8426)
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-10-17 03:21:31 -07:00
Fanrong Li
1e0fbb776d
[TRTLLM-8536][feat] Update trtllm gen fmha kernels to support block sparse attention (#8301)
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
2025-10-13 05:54:48 -07:00
Perkz Zheng
60101eb8a5
[None][fix] trtllm-gen cubins compiled with wrong arch. (#7953)
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-09-24 04:13:36 -07:00
Perkz Zheng
bb64e7462c
[None][fix] fix a bug with trtllm-gen kernels + attention sinks (#7919)
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-09-23 00:32:04 -07:00
Perkz Zheng
1b29c2e731
[None][feat] support gpt-oss with fp8 kv cache (#7612)
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-09-15 02:17:37 +08:00
Perkz Zheng
da6cb541a2
[None][feat] Optimize MLA kernels with separate reduction kernels (#7597)
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-09-09 16:58:44 +08:00
xiweny
0fdc6c7278
[TRTLLM-4629] [feat] trtllm-gen kernels support sm103 (#7570)
Signed-off-by: Xiwen Yu <13230610+VALLIS-NERIA@users.noreply.github.com>
2025-09-07 10:04:10 +08:00
Perkz Zheng
6037fe3716
[https://nvbugs/5394685][fix] proper fix for the accuracy issue in 2CTA MLA kernels (#6941)
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-08-15 23:29:36 +08:00
Perkz Zheng
58f7783ea4
[https://nvbugs/5394685][fix] the bug with spec-decoding + SWA && an accuracy issue related to 2CTA MLA (#6834)
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-08-13 13:55:56 -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
Perkz Zheng
1f292ff2a0
[https://jirasw.nvidia.com/browse/TRTLLM-4645] support mutliCtasKvMode for high-throughput MLA kernels (#5426)
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-06-25 16:31:10 +08:00
Perkz Zheng
3d87770e15
[https://nvbugspro.nvidia.com/bug/5295470] support headDim 256 for blackwell fmha kernels (#5164)
Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-06-13 23:01:01 +08:00
Perkz Zheng
4d711be8f4
Feat: add sliding-window-attention generation-phase kernels on Blackwell (#4564)
* move cubins to LFS

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

* update cubins

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

* add sliding-window-attention generation-phase kernels on Blackwell

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

* address comments

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

---------

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-05-26 09:06:33 +08:00
Perkz Zheng
426f6fd2bc
Feat: add chunked-attention kernels on Blackwell (#4394)
* update cubins

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

* add chunked-attention kernels on blackwell

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

fix

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

---------

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-05-21 10:16:46 +08:00
Perkz Zheng
3f29d2f006
Feat: support exporting softmax statistics and update the kernel-selection heuristic (#4155)
* update cubins

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

* support exporting softmax statistics and update the kernel-selection heuristic

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

---------

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-05-12 15:31:46 +08:00
Perkz Zheng
35c5e4f1c5
feat: add CGA reduction fmha kernels on Blackwell. (#3763)
* update cubins

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

* add trtllm-gen kernels for eagle3 and also kernels with cga-reduction

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

* address the comments

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>

---------

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-04-29 10:43:54 +08:00
Perkz Zheng
e9df23f815
fix: [MLA] fix the bug with fp8 MLA kernels on Blackwell. (#3008)
* update cubins
* update error message

---------

Signed-off-by: Perkz Zheng <67892460+PerkzZheng@users.noreply.github.com>
2025-03-25 18:03:29 +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
3aa6b11d13
Update TensorRT-LLM (#2936)
* Update TensorRT-LLM

---------

Co-authored-by: changcui <cuichang147@gmail.com>
2025-03-18 21:25:19 +08:00
Kaiyu Xie
9b931c0f63
Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
Kaiyu Xie
77d7fe1eb2
Update TensorRT-LLM (#2849)
* Update TensorRT-LLM

---------

Co-authored-by: aotman <chenhangatm@gmail.com>
2025-03-04 18:44:00 +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