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Author SHA1 Message Date
BatshevaBlack
3e37531c6a
feat: Add BW measurement (#3070) 2025-03-28 10:53:00 +08:00
Aurelien Chartier
3de82c41cd
Pytorch PP + attention DP support (#3044) 
Signed-off-by: Aurelien Chartier <achartier@nvidia.com>
 2025-03-28 00:11:19 +08:00
Fanrong Li
ec03159e60
fix: Waive twoshot to fix acc issue (#3066) 
* waive twoshot to fix acc issue

Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>

---------

Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-03-27 21:38:52 +08:00
Fanrong Li
644a01cbbe
test: Add gpqa tests for DeepSeek models (#3063) 
* Add gpqa accuracy test script
* Add gpqa accuracy tests
* Update DeepSeek-v3 doc
* Update qa test list

---------

Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-03-27 19:47:06 +08:00
Yan Chunwei
87ab794aa2
fix: fix hang in mgmn with trtllm-llmapi-launch command (#3119) 
* init

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

* restore

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>

---------

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-03-27 18:45:43 +08:00
Fanrong Li
0976360204
add support for MTP+cuda_graph_padding. (#3096) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-03-27 16:06:14 +08:00
xiweny
6979afa6f2
test: reorganize tests folder hierarchy (#2996) 
1. move TRT path tests to 'trt' folder
2. optimize some import usage
 2025-03-27 12:07:53 +08:00
Yan Chunwei
82edd90350
fix gpus_per_node in trtllm-bench when world_size < device_count (#3007) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-03-27 09:31:40 +08:00
Dom Brown
60d4dacc47
Port multi GPU changes to GitHub (#3027) 
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
 2025-03-27 05:55:03 +08:00
Suyog Gupta
047f2b234d
perf: [AutoDeploy] Enable AutoDeploy as a backend in trtllm-bench (#3041) 
* Enable AutoDeploy as a backend in trtllm-bench

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* update how caches are resized

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* fix: files permission from 100755 to 100644

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* some comments

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* lint

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* lint

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* lint

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* lint

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* Fix function name

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* refactor

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* Remove spurious change

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* Add cursor generated doc strings

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* re-enable ad test

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* some perf cleanup

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* debug ci

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* ensure that overlap scheduler is enabled

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

* Reorder the tests

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>

---------

Signed-off-by: Suyog Gupta <suyogg@nvidia.com>
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-03-26 14:33:14 -07:00
wili
3e035f2219
v1.2 (#3082) 
Signed-off-by: wili <wili@nvidia.com>
 2025-03-26 23:31:29 +08:00
Robin Kobus
d9522c5906
feat: Update cutlass (#2981) 
* chore: update cutlass to v3.8.0

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>

* refactor: update include directives for consistency and organization in weightOnlyBatchedGemv headers

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>

* Fix fpA_intB_gemm compilation

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>

---------

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-03-26 22:36:27 +08:00
Jinyang Yuan
6b583f6f83
perf: Enable CUDA graphs when attention DP is used and active requests on different GPUs are uneven (#3010) 
Signed-off-by: Jinyang Yuan <154768711+jinyangyuan-nvidia@users.noreply.github.com>
Co-authored-by: raccoonliukai <raccoonliu@tencent.com>
 2025-03-26 21:09:25 +08:00
Robin Kobus
3c3629c52a
refactor: simplify forward methods in GptDecoderBatched (#3076) 
* refactor: Remove ForwardType enum from GptDecoderBatched

 - Remove ForwardType enum from GptDecoderBatched
 - Simplify forwardDispatch and forwardDecoder methods

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>

* refactor: Remove forwardDecoder method from GptDecoderBatched

- Eliminate the forwardDecoder method to streamline the decoding process.
- Update forwardDispatch to directly call forwardAsync when input batch size is greater than zero.

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>

* refactor: Move event handling from forwardDispatch to forwardAsync

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>

---------

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-03-26 20:45:04 +08:00
Robin Kobus
94dd456bd0
refactor: Remove speculative decoding parameters from stateful decoders (#3024) 
Simplify StatefulGptDecoderBatched constructor:
  - Remove speculative decoding mode parameter
  - Initialize with default mode=None
  - Update GptSession class accordingly

Simplify setup method signatures in StatefulGptDecoder and StatefulGptDecoderBatched:
  - Remove maxTokensPerStep parameter
  - Initialize decoders with default maxTokensPerStep=1
  - Update GptSession class accordingly

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-03-26 20:16:26 +08:00
Dom Brown
f995a92a31
CI: Waive for https://nvbugspro.nvidia.com/bug/5189673 (#3100) 
* Waive for https://nvbugspro.nvidia.com/bug/5189673

Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>

* Update waive

Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>

---------

Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
 2025-03-26 19:13:43 +08:00
Enwei Zhu
224469b096
test: [TRTLLM-4334] Create 1.0 criteria scope from API stability references (#3069) 
* committed APIs validation

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* fix

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* clean name

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* separate

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* add TODOs

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* fix naming

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* fix

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

---------

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-03-26 18:14:35 +08:00
Kaiyu Xie
ea3739ee62
Fix: fuse message not aligned on different processes (#3067) 
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-03-26 17:15:27 +08:00
Zheng Duan
d70ff79d1d
conditional disagg test (#3012) 
Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>
 2025-03-26 15:55:33 +08:00
Ivy Zhang
3e116c9687
test: add random image test for llama-3.2-11b-vision (#3055) 
* add random image test for llama-3.2-11b-vision

Signed-off-by: Ivy Zhang <yanzh@nvidia.com>

* rename case

Signed-off-by: Ivy Zhang <yanzh@nvidia.com>

---------

Signed-off-by: Ivy Zhang <yanzh@nvidia.com>
Co-authored-by: Larry <larryx@nvidia.com>

CI got Passed: https://nv/trt-llm-cicd/job/helpers/job/PR_Github/522/
 2025-03-26 15:38:16 +08:00
Enwei Zhu
f70b439503
bitmask v3 (#3009) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-03-26 15:21:29 +08:00
Aurelien Chartier
0ec7b5701f
chore: Handle qwen2audio inputs ids expansion during processing (#3080) 
* Handle qwen2audio inputs ids expansion during processing

Signed-off-by: Aurelien Chartier <achartier@nvidia.com>

* remove more dead code

Signed-off-by: Aurelien Chartier <achartier@nvidia.com>

* fix yapf

Signed-off-by: Aurelien Chartier <achartier@nvidia.com>

---------

Signed-off-by: Aurelien Chartier <achartier@nvidia.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
 2025-03-26 15:00:27 +08:00
Yechan Kim
3c7cb6629c
Add EXAONE-Deep (#3054) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
 2025-03-26 14:24:04 +08:00
kxdc
e6cb34d921
test: fix QA TRT integration testlist mismatch issue (#3090) 
Incorrect test-db context caused empty test list output.
Fix by typo correction: `llm_trt_*` -> `trt_llm_*`.

Signed-off-by: kxdc <xink@nvidia.com>
 2025-03-26 14:03:21 +08:00
peaceh-nv
5e272eef81
feat : reduce trt engine build time in testing (#3014) 
Signed-off-by: peaceh <103117813+peaceh-nv@users.noreply.github.com>
 2025-03-26 13:02:54 +08:00
DylanChen-NV
1ac0566a93
fix: fix for cp > kvHeadNum (#3002) 
* fix for cp > kvHeadNum

Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>

* fix for None kv_head_num

Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>

---------

Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>
 2025-03-26 12:39:02 +08:00
HuiGao-NV
25f2434495
fix: Set correct draft_token_nums to dummy requests for torch compilation with MTP (#3053) 
Set correct draft_token_nums to dummy requests for torch compilation with MTP

Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-03-26 11:32:57 +08:00
yuxianq
268933b5cc
Refactor imports inside tensorrt_llm._torch. (#3015) 
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
 2025-03-26 11:01:07 +08:00
tburt-nv
e68749ca1e
2025-03-25 update CI allowlist (#3074) 
Signed-off-by: Tyler Burt <195370667+tburt-nv@users.noreply.github.com>
Co-authored-by: juney-nvidia <143764042+juney-nvidia@users.noreply.github.com>
 2025-03-26 08:13:01 +08:00
Anurag Mukkara
7361c7d401
Add second possible output (#3043) 
Signed-off-by: Anurag Mukkara <amukkara@nvidia.com>
 2025-03-25 12:59:27 -07:00
Enwei Zhu
f93ac9672e
clean (#3061) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
 2025-03-25 21:55:08 +08:00
Shunkangz
8ee840159b
Add updateKVCacheTransfer (#2984) 
Add kv cache transfer measurement
Signed-off-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
Co-authored-by: Shunkang <182541032+Shunkangz@users.noreply.github.co>
 2025-03-25 21:45:35 +08:00
Chuang Zhu
110c6fc0f0
wait long time for disagg test (#2998) 
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
 2025-03-25 20:52:38 +08:00
Yuan Tong
53adb3cb4e
test: waive flaky test_kv_cache_event_async_api (#3062) 
Signed-off-by: Yuan Tong <13075180+tongyuantongyu@users.noreply.github.com>
 2025-03-25 18:41:30 +08:00
Xiaowei Wang
d9acce72bb
doc: Update DeepSeekV3 doc (#3052) 
* Update DeepGEMM and flashMLA related content

* Add single-node command for deepgemm

* Fix spelling

---------

Signed-off-by: xiaoweiw-nv <100599594+xiaoweiw-nv@users.noreply.github.com>
 2025-03-25 18:17:26 +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
bhsueh_NV
5724c61934
chore: fix bug of model paths in confset.py (#3011) 
* fix bugs of model paths of models in examples/models/contrib/

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* fix bug of code layout

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* fix bug of test_multimodal.py

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

* add gptj_example_root back

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>

---------

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-03-25 17:00:44 +08:00
xiweny
aacb8d66f4
doc: document running CI stage locally (#3060) 
Signed-off-by: Xiwen Yu <xiweny@nvidia.com>
 2025-03-25 16:18:17 +08:00
QI JUN
a8ec1cc4ea
remove examples/test_gptj.py::test_llm_gptj_fp8_manage_weights_summary test case (#3057) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-03-25 15:41:27 +08:00
Yan Chunwei
69feafc947
fix: amend the test list (#3056) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-03-25 14:17:36 +08:00
WeiHaocheng
7ac04ada2a
doc: Add README.md for scaffolding (#3048) 
* Add README.md for scaffolding

Signed-off-by: fredw <20514172+WeiHaocheng@users.noreply.github.com>

* Update tensorrt_llm/scaffolding/README.md

Co-authored-by: dongxuy04 <78518666+dongxuy04@users.noreply.github.com>
Signed-off-by: WeiHaocheng <20514172+WeiHaocheng@users.noreply.github.com>

---------

Signed-off-by: fredw <20514172+WeiHaocheng@users.noreply.github.com>
Signed-off-by: WeiHaocheng <20514172+WeiHaocheng@users.noreply.github.com>
Co-authored-by: dongxuy04 <78518666+dongxuy04@users.noreply.github.com>
 2025-03-25 13:58:01 +08:00
bhsueh_NV
ed84f8f923
fix bug of test_phi (#3050) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-03-25 13:12:06 +08:00
Aurelien Chartier
ef78518310
Only gather responses on rank 0 (#3040) 
Signed-off-by: Aurelien Chartier <achartier@nvidia.com>
 2025-03-24 21:54:51 -07:00
Aurelien Chartier
a33c595c88
Fix logits dtype in assert (#3038) 
Remove extra methods in trtGptModelInflightBatching.h. The methods were moved out of that class during a previous refactoring, but the definitions have been left behind.

Signed-off-by: Aurelien Chartier <achartier@nvidia.com>
 2025-03-25 10:35:21 +08:00
Zhanrui Sun
c2ffce7dbd
chore: bump version to "0.19.0.dev2025032500" (#3019) 
Signed-off-by: ZhanruiSunCh <184402041+ZhanruiSunCh@users.noreply.github.com>
 2025-03-25 10:04:17 +08:00
Yan Chunwei
c29cebf79d
Deprecate model_api examples (#2999) 
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
 2025-03-25 09:37:20 +08:00
bhsueh_NV
11f9ecb2fd
chore: remove useless param (#3023) 
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
 2025-03-25 08:36:45 +08:00
Kaiyu Xie
59deb8b06e
doc: Update CONTRIBUTING.md (#3033) 
* Update CONTRIBUTING.md

Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>

* Update pre-commit example message

Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>

---------

Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-03-25 08:06:23 +08:00
Enwei Zhu
705eef68c2
test: Accuracy test improvement (Part 2): Incorporate mmlu to accuracy test suite (#2982) 
* Accuracy test improvement (Part 2)

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* WAR OOM

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

update

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* fix

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

* fix

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>

---------

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-03-25 07:34:10 +08:00
nv-guomingz
dc0463b0e2
doc:add version.txt for internal cutlass library and nvrtc_wrapper so files (#3030) 
Signed-off-by: nv-guomingz <37257613+nv-guomingz@users.noreply.github.com>
 2025-03-24 23:44:21 +08:00