Commit Graph

103 Commits

Author SHA1 Message Date
Faraz
7656af1b57
[TRTLLM-4618][feat] Fix cutlass MoE GEMM fallback failure on FP8 + add e2e test for Mixtral 8x7B FP8 on RTX6000 Pro (SM120) (#4335)
* add mixtral7x8b fp8 test with fixed cutlass fp8 moe gemm

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>

* update cutlass versions

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>

* added internal cutlass with fix and docker update

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>

* added mixtral to pro 6000

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>

---------

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>
2025-05-19 08:56:21 -07:00
liji-nv
58e405624a
[https://nvbugs/5123103][fix] Fix torch compile for DeepSeekV3 (#3952)
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
2025-05-19 22:12:25 +08:00
Iman Tabrizian
c6074c47da
Add llama4 disagg accuracy tests (#4336)
* Add llama4 disagg accuracy tests

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>

* Make it async and add GSM8K benchmark

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>

---------

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
2025-05-19 21:55:08 +08:00
Dom Brown
c45f414bbf
Test: Improve model re-use in C++ DGX tests for CI stability (#4263)
* Fix padded vocab size for Llama

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

* Refactor multi GPU llama executor tests, and reuse the built model engines

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

* Fix test list typo

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

* WIP

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

* Further WIP

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

* WIP

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

* Update test lists and readme

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

* Try parametrize for asymmetric

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

* Parametrize + skip unsupported combinations

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

* Update test list

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

* Reduce environment duplicated code

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

---------

Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
Signed-off-by: domb <3886319+DomBrown@users.noreply.github.com>
2025-05-19 14:20:21 +01:00
Yan Chunwei
5b1c88de8d
chore: cleanup perf_evaluator code (#3833)
* chore: cleanup perf_evaluator code

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

* up

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

---------

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-05-19 13:21:36 +08:00
Faraz
791c209006
[TRTLLM-4618][feat] Add Nemotron Super 49B FP8 test on RTX6000 Pro (SM120) (#4363)
* added nemotron 49b fp8 for B40 release

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>

* add tests to QA list

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>

* pre-commit changes

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>

---------

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>
2025-05-19 09:30:24 +08:00
Iman Tabrizian
7de90a66bc
Remove vila test (#4376)
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
2025-05-19 09:02:39 +08:00
shaharmor98
27afcb9928
add changes for fp8, nemotron-nas, API (#4180)
Signed-off-by: Shahar Mor <17088876+shaharmor98@users.noreply.github.com>
2025-05-18 23:27:25 +08:00
Jinyang Yuan
b618e1f55b
perf: Eliminate the need for attention DP padding when possible (#3439)
Signed-off-by: Jinyang Yuan <154768711+jinyangyuan-nvidia@users.noreply.github.com>
Co-authored-by: raccoonliukai <raccoonliu@tencent.com>
2025-05-17 13:30:55 +08:00
Daniel Cámpora
df19430629
chore: Mass Integration 0.19 (#4255)
* fix: Fix/fused moe 0.19 (#3799)

* fix bug of stream init

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

* fix bug

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

---------

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

* fix: Add pre-download of checkpoint before benchmark. (#3772)

* Add pre-download of checkpoint before benchmark.

Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>

* Add missing remote code flag.

Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>

* Move from_pretrained to throughput benchmark.

Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>

* Move download and use snapshot_download.

Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>

* Removed trusted flag.

Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>

* Fix benchmark command in iteration log test.

Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>

---------

Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>

* [https://nvbugspro.nvidia.com/bug/5241495][fix] CUDA Graph padding with overlap scheduler (#3839)

* fix

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

* fuse

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>

* TRTLLM-4875 feat: Add version switcher to doc (#3871)

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

* waive a test (#3897)

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

* docs:fix https://nvbugs/5244616 by removing new invalid links. (#3939)

Signed-off-by: nv-guomingz <37257613+nv-guomingz@users.noreply.github.com>
Co-authored-by: nv-guomingz <37257613+nv-guomingz@users.noreply.github.com>

* fix: remote mpi session abort (#3884)

* fix remote mpi session

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

* fix

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

---------

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

* skip fp8 gemm for pre-hopper (#3931)

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* [https://nvbugspro.nvidia.com/bug/5247148][fix] Attention DP with overlap scheduler (#3975)

* fix

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

* update multigpu list

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

* fix namings

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

---------

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

* Doc: Fix H200 DeepSeek R1 perf doc (#4006)

* fix doc

Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>

* update perf number

Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>

---------

Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>

* Fix the perf regression caused by insufficient cache warmup. (#4042)

Force tuning up to 8192 sequence length for NVFP4 linear op. Also, make this runtime-selectable with UB enabled.

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>

* doc: Update 0.19.0 release notes (#3976)

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

* Optimize the AutoTuner cache access code to reduce host code overhead. (#4060)

The NVFP4 Linear op is very sensitive to the host overhead.
This PR introduces customizable `find_nearest_profile` and `get_cache_key_specifc`, which allow users to override the default method for generating the cache key.

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>

* Update switcher (#4098)

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

* doc: update release notes (#4108)

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

* docs:update 0.19 doc. (#4120)

Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>

* docs:add torch flow supported model list. (#4129)

Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>

* doc: Release V0.19 Perf Overview Update (#4166)

Signed-off-by: zpatel <22306219+zbpatel@users.noreply.github.com>

* Fix readme of autodeploy.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Update tensorrt_llm/_torch/pyexecutor/llm_request.py

Co-authored-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>

* Revert mgmn worker node.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

* Change to disable_overlap_scheduler.

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>

---------

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
Signed-off-by: nv-guomingz <37257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Signed-off-by: zpatel <22306219+zbpatel@users.noreply.github.com>
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>
Co-authored-by: bhsueh_NV <11360707+byshiue@users.noreply.github.com>
Co-authored-by: Frank <3429989+FrankD412@users.noreply.github.com>
Co-authored-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
Co-authored-by: Yan Chunwei <328693+Superjomn@users.noreply.github.com>
Co-authored-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com>
Co-authored-by: nv-guomingz <37257613+nv-guomingz@users.noreply.github.com>
Co-authored-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Yukun He <23156053+hyukn@users.noreply.github.com>
Co-authored-by: Zac Patel <22306219+zbpatel@users.noreply.github.com>
2025-05-16 10:53:25 +02:00
Iman Tabrizian
4c7191af67
Move Triton backend to TRT-LLM main (#3549)
* Move TRT-LLM backend repo to TRT-LLM repo

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>

* Address review comments

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>

* debug ci

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>

* Update triton backend

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>

* Fixes after update

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>

---------

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
2025-05-16 07:15:23 +08:00
zhhuang-nv
97bc680cd8
feat: support kv cache reuse for MLA (#3571)
* support kv cache reuse for MLA

load compressed_kv and k_pe and do up-projection
use 192/128 head size MLA context kernel
support Blackwell and Hopper now

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

* add CI test

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

* fix: set k_pe head_num to 1 for kernel 2 and kernel 2V2

Signed-off-by: Mingyang Jiang <13463932+jmydurant@users.noreply.github.com>

* resolve comments

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

* use GPTJ style RoPE for MLA

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

* fix rebase error and some docs

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

* fix kv_lens

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

* tiny fix

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

* fix torch compile

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

* fix: use normal device memory instead of pinned memory for unit test

Signed-off-by: Mingyang Jiang <13463932+jmydurant@users.noreply.github.com>

* fix L0 tests

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

* fix torch compile after rebase

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

* resolve comments

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

* resolve comments again

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>

---------

Signed-off-by: Zhen Huang <145532724+zhhuang-nv@users.noreply.github.com>
Signed-off-by: Mingyang Jiang <13463932+jmydurant@users.noreply.github.com>
Signed-off-by: zhhuang-nv <145532724+zhhuang-nv@users.noreply.github.com>
Co-authored-by: Mingyang Jiang <13463932+jmydurant@users.noreply.github.com>
2025-05-15 15:22:21 +08:00
Mike Iovine
f9adac3dea
[feat] Enable chunked context for flashinfer (#4132)
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
2025-05-15 10:59:38 +08:00
Robin Kobus
d31fefde2c
[TRTLLM-5171] chore: Remove GptSession/V1 from TRT workflow (#4092)
* chore: Remove GptSession/V1 from TRT workflow

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

* chore: Remove stateful decoders

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

* chore: Remove GptSession buffers

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

* chore: Remove GptSession utils

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

* chore: Remove GptSession kernels

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

* chore: Remove V1 GPT models from tests

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

* chore: Remove gptSessionBenchmark from scripts and docs

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

* chore: Remove gptSession IO classes

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

* chore: Remove GptSession from test lists

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

* chore: Remove GptSession from docs

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

* chore: Remove useless encoder test

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

* chore: Remove mActualBatchSize from DecoderState

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

* chore: Remove static batching from ExecutorTest

- Updated `validateContextLogits` and `validateGenerationLogits` functions to remove the `batchingType` parameter.
- Adjusted related test functions to reflect the changes in parameter lists.
- Cleaned up the instantiation of test cases to eliminate unnecessary batchingType references.

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

---------

Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
2025-05-14 23:10:04 +02:00
Faraz
42de79d49e
test: Added tests for Llama3.1-70B-BF16 on SM120 (#4198)
* Added tests for Llama3.1-70B-BF16 on SM120

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>

* solve conflicts add more tests

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>

---------

Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>
2025-05-14 11:57:49 -04:00
Yanchao Lu
504f4bf779
[Infra] - Update the upstream PyTorch dependency to 2.7.0 (#4235)
[Infra][TRTLLM-4941] - Update the upstream PyTorch dependency to 2.7.0

Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
2025-05-14 22:28:13 +08:00
Kaiyu Xie
6c45586c51
chore: Remove deprecated Python runtime benchmark (#4171)
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-05-14 18:41:05 +08:00
DylanChen-NV
206f82115d
[bug/5247505] fix: CP accuracy on Blackwell (#4188)
* fix xqa params for cp

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

* add test

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

* add test

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

* try adding B200 multi gpu test

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

* add accuracy tests for cp

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

---------

Signed-off-by: Dylan Chen <191843203+DylanChen-NV@users.noreply.github.com>
2025-05-14 17:40:50 +08:00
Zongfei Jing
bb17649517
test: Add UT for moe trtllmgen (#4258)
* Add ut for moe trtllmgen

Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>

* Update tests/unittest/_torch/modeling/test_modeling_deepseek.py

Co-authored-by: hlu1 <14827759+hlu1@users.noreply.github.com>
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>

---------

Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
Co-authored-by: hlu1 <14827759+hlu1@users.noreply.github.com>
2025-05-14 15:22:58 +08:00
bhsueh_NV
1a9298bc66
CI: add fp8/fp4 ci on Qwen3-30B-A3B (#4266)
add fp8/fp4 ci on Qwen3-30B-A3B

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
2025-05-14 14:38:04 +08:00
brb-nv
8280c3d4f2
feat: Support Gemma3-1b-it in Pytorch workflow (#3999)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-05-14 14:02:44 +08:00
brb-nv
cd5b3d21a0
feat: Support Mistral Small 3.1 24B VLM in TRT workflow (#4183)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-05-14 03:47:22 +08:00
Enwei Zhu
035d915fea
[TRTLLM-5081] [test] Align parametrize_with_ids to the pytest behavior (#4090)
* fix

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

* fix

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

* normalize mtp_nextn

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>

* update test_durations

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

---------

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-05-13 07:41:51 +08:00
wili
eba3623a54
Feat: Variable-Beam-Width-Search (VBWS) part4 (#3979)
* feat/vbws-part4-v1.8: rebase

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

* feat/vbws-part4-v1.9: fix incorrect output when using short output length

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

* v1.9.1: remove useless variables

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

* v1.9.2:fix incorrect output when using short output length

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

* v1.9.3: rebase

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

* v1.9.4: rebase

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

* v1.9.5: remove API change

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

---------

Signed-off-by: wili-65535 <wili-65535@users.noreply.github.com>
Co-authored-by: wili-65535 <wili-65535@users.noreply.github.com>
2025-05-12 22:32:29 +02:00
Zheng Duan
c9e2a963e0
feat: add kv cache aware router (#3831)
* kv cache aware router

Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>

* add tests

Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>

* router config

Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>

* eviction test

Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>

add test

Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>

* eviction detect in worker test

Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>

* move worker tests to single gpu

Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>

* reduce memory fraction

Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>

* fix partial block

Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>

---------

Signed-off-by: Zheng Duan <200704041+zhengd-nv@users.noreply.github.com>
2025-05-12 07:23:57 -04:00
Yixin Dong
c90ebadd84
feat: Support the Structural Tag in guided decoding (#4066)
* finish

Signed-off-by: Ubospica <ubospica@gmail.com>

* update

Signed-off-by: Ubospica <ubospica@gmail.com>

* update

Signed-off-by: Ubospica <ubospica@gmail.com>

* fix

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

* exc overlap scheduler

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

* add test

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

* fix api ref

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

---------

Signed-off-by: Ubospica <ubospica@gmail.com>
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
Co-authored-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-05-12 17:24:50 +08:00
Yechan Kim
3e9bda3a09
[feat] Support HyperCLOVAX-SEED-Text language part (#3902)
* feat: support HyperCLOVAX-SEED-Text language part

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* add Pytorch flow and remove test file

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* revert summarize

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* fix summarize

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

* remove from pytorch example

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>

---------

Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
Co-authored-by: QI JUN <22017000+QiJune@users.noreply.github.com>
2025-05-12 16:05:14 +08:00
Dom Brown
2d0f93a054
Refactor: Restructure C++ tests for better modularisation of non-shared code (#4027)
* Refactor: Restructure C++ tests for better modularisation of non-shared code

Start cleanup of pytest code for C++ tests

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

Clean up names and remove references to test_cpp.py

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

WIP

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

Move multi-GPU code

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

Update doc and try un-waiving

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

* Update multi GPU file check

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

* Address minor multi-GPU setup bug

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

---------

Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
2025-05-09 19:16:51 +01:00
Mike Iovine
4b8ba7ad61
[fix][nvbug/5244009] Fix llama 4 test lists/scout accuracy issue (#4069)
[fix] Fix llama 4 test lists

Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
2025-05-09 22:45:14 +08:00
Bo Li
e3cf3fd15f
test: Add fp8kv to DS-v3-lite integration tests. (#3950)
* Add fp8 kv cache tests to DSV3-Lite integration tests.

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

* Refactor. Make fp8kv parallel to attention_dp, overlap_scheduler and cuda_graph.

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

* Update gsm8k.

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

* Update CI list.

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

* Update TestDeepSeekR1.

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

* Fix test list.

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

* Need quant_config besides pytorch_config.

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

* Update waive list (bug 5239087).

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

* Update waive list.

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

* Correct test name.

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

* Update waive list.

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

---------

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Signed-off-by: Bo Li <bobboli0202@gmail.com>
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
Co-authored-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-05-09 13:35:04 +08:00
Ivy Zhang
c91d03fa0a
test: move mistral / mixtral test cases in QA test list into the new accuracy test suite (#3440)
* add mistral-7b-v0.1 torch flow test case

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* rearrange mistral

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* rearrange mixtral case

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* remove api function test

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* move mistral nemo cases

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* move mixtral cases

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* update threshold

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* fix failure

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* fix name

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* fix failure cases

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* update list

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* update threshold

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* remove awq llmapi test

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* adjust threshold

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* fix ci

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* fix partial comments

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* fix path

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* update thres

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* update

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* remove duplicate test case

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

* fix ci

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>

---------

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
2025-05-09 13:32:02 +08:00
yuanjingx87
6e1d2a1320
feat: Add Slurm support and enable RTX Pro 6000 testing pipeline in CI (#4019)
* Add slurm support with RTXPro6000 PostMerge Tests

Signed-off-by: Yuanjing Xue <197832395+yuanjingx87@users.noreply.github.com>

* remove H100 post merge test from testing

Signed-off-by: Yuanjing Xue <197832395+yuanjingx87@users.noreply.github.com>

---------

Signed-off-by: Yuanjing Xue <197832395+yuanjingx87@users.noreply.github.com>
2025-05-08 15:15:36 +08:00
dominicshanshan
3ac6637005
fix: trtllm-serve hang in stress test and ds v3 stress parameter update (#3836)
* Remove stdout pipe for genai-perf and make stress time as public parameter.

Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>

* Update llmRequest based on comment.

Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>

* launch process function refactor.

Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>

---------

Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
2025-05-06 16:52:30 +08:00
pansicheng
e84dc6b3c7
feat: add deepseek-r1 reasoning parser to trtllm-serve (#3354)
* add deepseek-r1 reasoning parser

Signed-off-by: pansicheng <sicheng.pan.chn@gmail.com>

* fix test

Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>

---------

Signed-off-by: pansicheng <sicheng.pan.chn@gmail.com>
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
Co-authored-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
2025-05-06 08:13:04 +08:00
Iman Tabrizian
85867d76dd
test: Add disaggregated serving accuracy tests (#4036)
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
2025-05-05 08:56:59 -07:00
Yan Chunwei
bc0cf41592
chore: refactor llmapi e2e tests (#3803)
* refactor llmapi e2e tests

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

* fix

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

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

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

---------

Signed-off-by: Superjomn <328693+Superjomn@users.noreply.github.com>
2025-05-05 07:37:24 +08:00
Emma Qiao
2692daad2e
infra: Remove the WAR for test items incompletely (#3313)
* Remove the WAR for test items incompleted

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Complete test item manually

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Fix another test definition file

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Complete test name

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Fix some other test names

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Fix another test name after rebase

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Update name for waived case name, too

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Fix name for multi-gpu tests

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Fix test name after rebase

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Fix another test name

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Fix typo

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Fix test name after rebase

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Fix other qa tests

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Fix tests name after rebase

Signed-off-by: qqiao <qqiao@nvidia.com>

* Fix name after rebase

Signed-off-by: qqiao <qqiao@nvidia.com>

* Correct test names in waive.txt

Signed-off-by: qqiao <qqiao@nvidia.com>

* Add new test_durations file

Signed-off-by: qqiao <qqiao@nvidia.com>

* Fix names after rebase

Signed-off-by: qqiao <qqiao@nvidia.com>

* Update test duration to latest

Signed-off-by: qqiao <qqiao@nvidia.com>

---------

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>
Signed-off-by: qqiao <qqiao@nvidia.com>
2025-05-04 11:31:59 +08:00
Mike Iovine
906cddffb0
[infra] Improve llama4 parallelism test coverage (#3821)
Signed-off-by: Mike Iovine <6158008+mikeiovine@users.noreply.github.com>
2025-05-02 16:15:04 -04:00
bhsueh_NV
561ee44737
add ci and doc for qwen3 (#4022)
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
2025-05-02 14:13:38 +08:00
Dom Brown
8709fe8b53
chore: bump version to 0.19.0 (#3598) (#3841)
test: add test cases for 0.19 release (#3608)

* fix test name



* add quickstart test for nemotron-ultra



* add rcca multi-node test case for deepseek-v3



* add rcca info



---------




squash (#3642)



fix: nvbugs/5187237: fix deterministic mode crash (#3448)

* nvbugs/5187237 nvbugs/5112075: fix deterministic mode error

* remove waive


* Revert "remove waive"

This reverts commit 0bf5486d19906d692bfb7a6262333c296b0087ac.



* revert ar fusion



---------



update fp8 doc (#3647)




tests: change qa perf test to trtllm-bench (#3619)




 fix: FP8 quantized lm_head (NvBug 5214229) (#3567)



infra: Add PR approval protection for the release branch (#3634)



fix: nvbugs/5231298: pytorch allreduce issue (#3673)



Fix: nvbugs/5222698 variable not defined (#3630)

* Fix: nvbugs/5222698 variable not defined



* Tidy code



---------



test:sync waives.txt from main branch by disabling test_perf/gpt_350m-cppmanager case (#3685)



test:restore fp8 kv cache testing for L0 (#3671)



doc: Update DeepSeek perf docs (#3693)

* Update DeepSeek perf docs



* update



* Apply suggestions from code review




---------




tests: waive test_llm_multi_node (#3664)



fix: update test_user_buffers_mm_add_prologue atol (#3711)



Fix: cherry-pick hmac encryption from main branch (#3635)

* security fix cherry-pick changes from main



* fix hmac in remote mpi session (#3649)



---------





Un-waive DS-V3-Lite tests. (#3621)



fix: FP8 kv accuracy (#3675)

* fix FP8 kv accuracy



* update doc



---------



Fix script options for engines. (#3622)



unwaive multi-node test (#3721)



chore : Split more tests out of gpt tests (#3524) (#3674)



doc:add torch examples link into torch backend documentation (#3749)




test: Get Eagle tests working (#3593) (#3722)




Waive L0 test (#3756)



waive failed case in perf test, change default max_batch_size to 512 and write config.json to output log (#3656)





Update ds v3 parameters in stress test. (#3676)

waive gemma on L20 (#3766)



https://nvbugs/5141291: Fix convert.py script for Qwen model. (#3758)

Include Qwen2VLDecoderLayer in the smooth_qwen2_model function.



fix: PP4 fixes and cleanup (#3688)




remove benchmark test list (#3643)



skip disagg deepseek test if sm!=90 (#3720)



test: skip failed cases on B200 (#3710)

* add skip condition to tests



* fix error



---------



test: [nvbug: 5234494] skip_pre_ada for fp8 cases (#3718)

* skip_pre_ada for fp8 cases



* update



* update after rebase



---------



add know issue to deepseek doc. (#3800)



Fix ModelOpt Mixtral AWQ OOM (#3714) (#3761)




Waive L0 tests (#3826)



fix: Reduce memory usage in fused moe op associated with AutoTuning and fix moe fallback issue. (#3793)

* Reduce memory usage in fused moe op associated with AutoTuning.
* Replace pre-defined bucket size strategy with a generating function based on the tune_max_num_tokens.
* Add free_memory logic of workspace in min_latency_mode fused moe path.



* Fix fused_moe fallback issue. (#3652)

min_latency_mode is only set to False during warmup phase. Thus when it becomes true during inference, all tactics fall back to the default one and thus cause perf regression.



---------



[doc] Better document for Draft-Target-Model (DTM) speculative decoding (#3797)




Fix pre-commit



Fix again



Address some review comments for the MI

Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
Co-authored-by: Zhanrui Sun <184402041+ZhanruiSunCh@users.noreply.github.com>
2025-04-29 16:57:22 +08:00
QI JUN
c381380ecc
increase H100 CI nodes for PyTorch only pipelines (#3927)
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
2025-04-29 10:58:43 +08:00
Jinyang Yuan
dafc28fb85
fix: Fix FMHA-based MLA in the generation phase and add MLA unit test (#3863) 2025-04-29 09:09:43 +08:00
xiweny
f84dd8f815
test: add deepseek v3 & r1 cases (#3528)
* test: add deepseek v3 & r1 cases

Signed-off-by: Xiwen Yu <13230610+VALLIS-NERIA@users.noreply.github.com>
2025-04-28 23:37:26 +08:00
Dom Brown
7ff9fd345c
Test: Split C++ unit tests for CI granularity (#3868)
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
2025-04-25 13:30:58 -07:00
QI JUN
991939a0f4
chore: increase A30 for cpp test (#3811)
* increase A30 for cpp test

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* enable parallel run test for gpt_executor

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* clean

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* decrease freeGpuMemoryFraction of cpp tests

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

---------

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
2025-04-24 16:34:39 -07:00
Zhanrui Sun
bfc4e55ded
infra: [TRTLLM-4417]Support auto trigger special test stage for special file change (#3478)
* infra: Support auto trigger special test stage for special file change

Signed-off-by: ZhanruiSunCh <184402041+ZhanruiSunCh@users.noreply.github.com>

* Fix review

Signed-off-by: ZhanruiSunCh <184402041+ZhanruiSunCh@users.noreply.github.com>

* Fix review

Signed-off-by: ZhanruiSunCh <184402041+ZhanruiSunCh@users.noreply.github.com>

---------

Signed-off-by: ZhanruiSunCh <184402041+ZhanruiSunCh@users.noreply.github.com>
2025-04-23 20:32:19 +08:00
xinhe-nv
80d8fdefd6
add test_mistral_large_hidden_vocab_size tests (#3716)
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
2025-04-23 13:40:11 +08:00
QI JUN
257abfbc51
move pytorch tests of LLM API into separate test files (#3745)
* move pytorch tests of LLM API into separate test files

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* polish

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix ci

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* update

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* clean

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

* fix

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>

---------

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
2025-04-22 14:36:59 -07:00
Emma Qiao
442386d302
infra: Add test stages for sm120 (#3533)
* Add test stages for sm120

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Update chip name and config name

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Split tests to gb202 and gb203

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Don't flash driver for rtx-5090

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Skip the failed cases

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Change the test stage names

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>

* Reduce 5080 jobs and add back gpu list which doesn't support dynamic driver flashing

Signed-off-by: qqiao <qqiao@nvidia.com>

* Skip failed case on gb202

Signed-off-by: qqiao <qqiao@nvidia.com>

* Fix condition to dynamic driver flashing

Signed-off-by: qqiao <qqiao@nvidia.com>

---------

Signed-off-by: EmmaQiaoCh <qqiao@nvidia.com>
Signed-off-by: qqiao <qqiao@nvidia.com>
2025-04-23 01:26:12 +08:00
Iman Tabrizian
af04b6f6aa
bug: Fix hang bug when context server doesn't have enough capacity for KV Cache (#3095)
* Fix hang bug when KV cache is low

Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>

* Review comments

Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>

* Fix attentiondp typo

Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>

* Add CI test for this case

Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>

* fix: Fix the insertion order for responder futures

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>

* fix: Fix disagg CPP

Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>

---------

Signed-off-by: Iman Tabrizian <itabrizian@nvidia.com>
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
2025-04-21 15:16:55 +08:00