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94 Commits

Author SHA1 Message Date
HuiGao-NV
3ade9375ba
feat: Run PyExecutor's inference flow to estimate max_num_tokens for kv_cache_manager (#3092) 
Signed-off-by: Hui Gao <huig@nvidia.com>
 2025-04-10 18:29:40 +08:00
Gabriel Wu
4d78f51608
fix: remove DeepGEMM line info (#3411) 
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
 2025-04-09 18:01:02 +08:00
wili
54ad95eaa8
Feat: Variable-Beam-Width-Search (VBWS) part3 (#3338) 
* feat/Variable-Beam-Width-Search-Part3, v1.0

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

* feat/Variable-Beam-Width-Search-Part3, v1.1

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

* feat/Variable-Beam-Width-Search-Part3, v1.2

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

---------

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@user.noreply.github.com>
 2025-04-08 23:51:27 +08:00
Gabriel Wu
376731013d
feat: use NVRTC for DeepGEMM JIT compilation (#3239) 
* feat: use NVRTC for DeepGEMM JIT compilation

Signed-off-by: Zihua Wu 

* fix: add license

Signed-off-by: Zihua Wu

* feat: store NVRTC JIT results in memory by default

Signed-off-by: Zihua Wu


* feat: refinement

Signed-off-by: Zihua Wu

* feat: refinement

Signed-off-by: Zihua Wu

* test: set timeout to 7200

Signed-off-by: Zihua Wu

---------

Signed-off-by: Zihua Wu
 2025-04-07 20:29:23 +08:00
tburt-nv
7a659885e3
chore: remove usernames from comments (#3291) 
Signed-off-by: Tyler Burt <195370667+tburt-nv@users.noreply.github.com>
 2025-04-05 13:44:28 +08:00
Robin Kobus
77724b0fcb
Reapply "refactor: Replace DecoderFinishedEvent with CudaEvent in decoder clas…" (#3183) (#3195) 
* Reapply "refactor: Replace DecoderFinishedEvent with CudaEvent in decoder clas…" (#3183)

This reverts commit 75495730bc.

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

* fixup! Reapply "refactor: Replace DecoderFinishedEvent with CudaEvent in decoder clas…" (#3183)

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

---------

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-04-04 15:56:28 +02:00
Robin Kobus
b5bc0a9fcd
chore: Add output of first token to additional generation outputs (#3205) 
- Updated the first dimension of additional output tensors to match mMaxNewTokens.
- Copy output of last context token to generation outputs.
- Adjusted the expected output size calculations in unit tests to reflect the correct maximum output length.

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-04-02 20:14:16 +08:00
wili
34e63d07e6
feat: Variable-Beam-Width-Search (VBWS) Part2 (#3133) 
* feat: Variable-Beam-Width-Search Part2

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

* feat: Variable-Beam-Width-Search Part2

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

* feat: Variable-Beam-Width-Search Part2, fix CPP tests

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

* feat: Variable-Beam-Width-Search Part3, simplify CPP tests

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

* feat: Variable-Beam-Width-Search Part4, move beam_width_array param

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

* feat: Variable-Beam-Width-Search, fix CI error

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

* feat: Variable-Beam-Width-Search part2

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

* feat: Variable-Beam-Width-Search part2

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

* feat: Variable-Beam-Width-Search part2, fix pre-commit

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

* feat: Variable-Beam-Width-Search part2, fix review

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>

---------

Signed-off-by: wili-65535 <wili-65535@user.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@user.noreply.github.com>
 2025-04-02 12:31:28 +08:00
Gabriel Wu
05b50b297f
[feat] open source fp8_blockscale_gemm (#3071) 
Signed-off-by: Zihua Wu <zihuaw@nvidia.com>
 2025-04-02 12:12:52 +08:00
Chuang Zhu
bc5811da65
chore: Ucx ip port remove mpi depend (#3101) 
* initial ucx support

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* fixes to support dynloading and ucx connection establishment - not stable yet

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* update

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* more connection bringup fixes - faillig on connection vector build

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* executor test pass

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* update

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* passed full benchmark

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* changing to TLLM_THROW and removing cout

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* stoping progress thread at ucxComm destructor

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* fixing build with ENABLE_UCX=0 to not build ucx traget at all and removing includes for ucxConnection for cache transceiver, also delete commented cold code

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* fix copyrights

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* adding ucx flavor to cache transceiver test and insertto the CI pipeline

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* allowing sending non ib interfaces IPs

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* setting UCX port reuse for the tests in pipeline

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* code review fixes

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* querying ep after GID message is sent to avoid UCX Errors

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* fixing more CR issues

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* querying ep to not fail is ep_not_connected yet

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>

* remove mpi dependency and debug

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* debug to info

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* mpirun n 2

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* remove mpi comm split when disaggOrchestrator mode

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* waive disagg_mtp test

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* use future instead of thread

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* use future_promise instead of cv wait

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* connectionId type

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* improve test

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* imporve test 2

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

* gtest_skip

Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>

---------

Signed-off-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
Co-authored-by: roeya <165803633+RoeyAzran1992@users.noreply.github.com>
 2025-04-02 09:42:29 +08:00
Robin Kobus
d7386d14a8
refactor: Simplify disableLookahead and improve numDecodingEngineTokens handling (#3103) 
* refactor: Simplifiy disableLookahead method

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

* Update DecoderBuffers comments

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

* refactor: Move numDecodingEngineTokens to DecoderState

This commit introduces new methods in the DecoderState class to manage the number of tokens for each request in a batch. The following changes were made:
- Added `getNumDecodingEngineTokens()` to retrieve the number of tokens for all requests.
- Added `getNumDecodingEngineTokens(SizeType32 batchIdx)` to get the token count for a specific request.
- Added `setNumDecodingEngineTokens(SizeType32 batchIdx, SizeType32 numTokens)` to set the token count for a specific request.
- Updated the setup method to initialize the token count vector based on the maximum batch size.
- Refactored the `CreateNewDecoderRequests` class to utilize the new token management methods, improving clarity and maintainability.

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

* refactor: Improve shape variables in DecoderState

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

---------

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-04-01 18:47:31 +08:00
QI JUN
75495730bc
Revert "refactor: Replace DecoderFinishedEvent with CudaEvent in decoder clas…" (#3183) 
This reverts commit 3ee4332fb1.

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-04-01 12:49:27 +08:00
Robin Kobus
3ee4332fb1
refactor: Replace DecoderFinishedEvent with CudaEvent in decoder classes (#3078) 
- Updated the `forwardAsync` method in `GptDecoderBatched` and `iGptDecoderBatched` to return `CudaEvent` instead of `DecoderFinishedEventPtr`, simplifying event handling.
- Removed the `DecoderFinishedEvent` class and its associated usage across various files, streamlining the codebase.
- Adjusted related methods and Python bindings to accommodate the new event structure, ensuring compatibility and maintaining functionality.

These changes enhance the clarity and efficiency of the decoding process in the batch manager.

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-03-28 14:50:52 +08:00
Robin Kobus
45134d7095
refactor: Improve decoder finalize function (#3077) 
* refactor: Update gatherTree function to accept CUDA stream parameter

This commit modifies the gatherTree function signature to include a runtime::CudaStream parameter, enhancing flexibility in stream management. Additionally, it removes unnecessary buffer manager parameters and stream handling from the function, streamlining the code. The finalize method in GptDecoderBatched is also updated to reflect these changes, improving clarity and maintainability in the decoding process.

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

* refactor: Update GptDecoderBatched finalize

This commit refactors the GptDecoderBatched class to improve method signatures and reduce code complexity:

- Modified finalize method to accept DecoderState as a parameter
- Updated method signatures to work with the new DecoderState approach
- Improved code organization and readability

The changes continue the ongoing refactoring to centralize decoder state management and simplify the decoder implementation.

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

---------

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
 2025-03-28 14:33:59 +08:00
BatshevaBlack
3e37531c6a
feat: Add BW measurement (#3070) 2025-03-28 10:53:00 +08:00
wili
3e035f2219
v1.2 (#3082) 
Signed-off-by: wili <wili@nvidia.com>
 2025-03-26 23:31:29 +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
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
Netanel Haber
da0b0e0ee3
fix: disable kv cache reuse when minimum window size is reached, instead of maximum window size (#2983) 
* fix variable window size reuse - disable when *min attention window* starts sliding, not max

* isPreCyclic -> isCyclic, and invert logic, for clarity

* getDecoderState()

Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
 2025-03-24 22:49:52 +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
Kaiyu Xie
be17881062
Update TensorRT-LLM (#2582) 2024-12-16 21:50:47 -08:00
Kaiyu Xie
aaacc9bd68
Update TensorRT-LLM (#2562) 
* Update TensorRT-LLM

---------

Co-authored-by: Starrick Liu <73152103+StarrickLiu@users.noreply.github.com>
 2024-12-11 00:31:05 -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
Kaiyu Xie
385626572d
Update TensorRT-LLM (#2502) 
* Update TensorRT-LLM

---------

Co-authored-by: 岑灿 <yunyi.hyy@alibaba-inc.com>
 2024-11-26 16:51:34 +08:00
Kaiyu Xie
535c9cc673
Update TensorRT-LLM (#2460) 2024-11-19 18:30:34 +08:00
Kaiyu Xie
c629546ce4
Update TensorRT-LLM (#2436) 2024-11-12 15:27:49 +08:00
Kaiyu Xie
b7868dd1bd
Update TensorRT-LLM (#2413) 2024-11-05 16:27:06 +08:00
Kaiyu Xie
f14d1d433c
Update TensorRT-LLM (#2389) 
* Update TensorRT-LLM

---------

Co-authored-by: Alessio Netti <netti.alessio@gmail.com>
 2024-10-29 22:24:38 +08:00
Kaiyu Xie
1730a587d8
Update TensorRT-LLM (#2363) 
* Update TensorRT-LLM

---------

Co-authored-by: tonylek <137782967+tonylek@users.noreply.github.com>
 2024-10-22 20:27:35 +08:00
Kaiyu Xie
75057cd036
Update TensorRT-LLM (#2333) 
* Update TensorRT-LLM

---------

Co-authored-by: Puneesh Khanna <puneesh.khanna@tii.ae>
Co-authored-by: Ethan Zhang <26497102+ethnzhng@users.noreply.github.com>
 2024-10-15 15:28:40 +08:00
Kaiyu Xie
8681b3a4c0
open source 4dbf696ae9b74a26829d120b67ab8443d70c8e58 (#2297) 
* Update TensorRT-LLM

---------

Co-authored-by: Bhuvanesh Sridharan <bhuvanesh.sridharan@sprinklr.com>
Co-authored-by: Qingquan Song <ustcsqq@gmail.com>
 2024-10-08 12:19:19 +02:00
Dan Blanaru
48686bca3a
open source 7f370deb0090d885d7518c2b146399ba3933c004 (#2273) 
* Update TensorRT-LLM

---------
Co-authored-by: Qingquan Song <ustcsqq@gmail.com>
 2024-09-30 13:51:19 +02:00
Kaiyu Xie
e153372759
Update TensorRT-LLM (#2253) 
* Update TensorRT-LLM

---------

Co-authored-by: Ivan Sorokin <isorokin@nvidia.com>
Co-authored-by: lkm2835 <lkm2835@gmail.com>
 2024-09-24 17:27:31 +02:00
Kaiyu Xie
fe7dc6ad4e
Update TensorRT-LLM (#2230) 
* Update TensorRT-LLM

---------

Co-authored-by: Yi Wang <yi.wang.2005@gmail.com>
Co-authored-by: lkm2835 <lkm2835@gmail.com>
 2024-09-17 14:39:09 +08:00
Kaiyu Xie
31ac30e928
Update TensorRT-LLM (#2215) 
* Update TensorRT-LLM

---------

Co-authored-by: Sherlock Xu <65327072+Sherlock113@users.noreply.github.com>
 2024-09-10 18:21:22 +08:00
Kaiyu Xie
78f5c2936b
Update TensorRT-LLM (#2184) 2024-09-03 12:14:23 +02:00
石晓伟
b8fc6633ba
Update TensorRT-LLM (#2156) 
Co-authored-by: Bruno Magalhaes <bruno.magalhaes@synthesia.io>
 2024-08-27 18:20:59 +08:00
石晓伟
32ed92e449
Update TensorRT-LLM 
Co-authored-by: Rong Zhou <130957722+ReginaZh@users.noreply.github.com>
Co-authored-by: Onur Galoglu <33498883+ogaloglu@users.noreply.github.com>
Co-authored-by: Fabian Joswig <fjosw@users.noreply.github.com>
 2024-08-20 18:55:15 +08:00
Kaiyu Xie
74b324f667
Update TensorRT-LLM (#2110) 2024-08-13 22:34:33 +08:00
Kaiyu Xie
be9cd719f7
Update TensorRT-LLM (#2094) 
* Update TensorRT-LLM

---------

Co-authored-by: akhoroshev <arthoroshev@gmail.com>
Co-authored-by: Fabian Joswig <fjosw@users.noreply.github.com>
Co-authored-by: Tayef Shah <tayefshah@gmail.com>
Co-authored-by: lfz941 <linfanzai941@gmail.com>
 2024-08-07 16:44:43 +08:00
Kaiyu Xie
a681853d38
Update TensorRT-LLM (#2053) 2024-07-30 21:25:01 +08:00
Kaiyu Xie
5fa9436e17
Update TensorRT-LLM (#2016) 2024-07-24 19:50:28 +08:00