Commit Graph

277 Commits

Author SHA1 Message Date
bhsueh_NV
ec4190fb71
infra: Add qwen3 235B tests into QA (#4483)
* add qwen3 qa test

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

* add qwen3 test into qa list

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

---------

Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
2025-05-20 17:37:09 +08:00
ruodil
b5edf13b33
test: update test filter in perf test yml file to select cases by gpu name and add cases for RTX 6000 pro (#4282)
* add cases for rtx_pro_6000 and update test filter

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>

* amend a typo in model llama_v3.1_405b_instruct fp4 and add more cases for rtx pro 6000 and waive_list

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>

---------

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
2025-05-20 10:58:05 +08:00
Michal Guzek
0a342a42f7
[TRTLLM-4932] Add CLI accuracy tests for Llama-3.3-70B-Instruct and LLM API BF16 variant (#4362)
* Add CLI TestLlama3_3_70BInstruct acc tests

Signed-off-by: moraxu <mguzek@nvidia.com>

* Add tests to qa lists

Signed-off-by: moraxu <mguzek@nvidia.com>

* Add comment

Signed-off-by: moraxu <mguzek@nvidia.com>

* Fix test names

Signed-off-by: moraxu <mguzek@nvidia.com>

* Update yaml files

Signed-off-by: moraxu <mguzek@nvidia.com>

* Update cli file

Signed-off-by: moraxu <mguzek@nvidia.com>

---------

Signed-off-by: moraxu <mguzek@nvidia.com>
2025-05-20 09:48:14 +08:00
xinhe-nv
402385588d
test: [CI] Add failed cases into waives.txt (#4429)
* update waive list

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>

* update waive id

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>

* update waive list

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>

* update waive list

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>

---------

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
2025-05-20 09:43:55 +08:00
Yuxian Qiu
c8e062bfd3
fix: [nvbugs/5287097] Align PP layer distribution between pytorch and TRT flow. (#4399)
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Signed-off-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
Co-authored-by: Aurelien Chartier <2567591+achartier@users.noreply.github.com>
2025-05-19 14:25:36 -07:00
Venky
bb02d86b54
test(perf): Add some Llama-3_3-Nemotron-Super-49B-v1 integration-perf-tests (TRT flow, trtllm-bench) (#4128)
* changes to run llama-v3.3-nemotron-super-49b

Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>

* yapf

Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>

* address review comments pt 1

Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>

* re-add cpp super tests 

Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>

---------

Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>
2025-05-19 12:00:48 -07:00
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
Ivy Zhang
58d2508b89
tests: Add test cases for rcca cases (#4347)
* add qwen2_0_5_instruct cp4 test case

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

* add qwen2.5 fp8 kvcache test case

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

* add ds distill qwen cpp runner test case

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

* trial

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

---------

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
2025-05-19 12:06:43 +08:00
Ivy Zhang
c4a0d768b5
tests: add qa test mentioned in docs (#4357)
* add nemotron-h and llama_70b cases

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

* trial

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

* add llm decoder quick_start case

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

* update nemotron-h test case

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

* add qwen3 quickstart test

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

* add trtllm_decoder accuracy test

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

* remove quickstart test for llm_decoder

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

* fix import error

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

* nemotronh fp8 trial

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

* fix name

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

* remove nemotronh-fp8

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

---------

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
2025-05-19 10:06:51 +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
Yanchao Lu
0d7269e2a7
[Infra][Docs] - Some clean-up for the CI pipeline and docs (#4419)
* [Docs] - Some clean-up for the docs

Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>

* [Infra] - Some clean-up for the CI pipeline

Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>

---------

Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
2025-05-19 00:07:45 +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
Venky
fb663b637a
Extend the Llama-Nemotron-Nano-8B perf-integration-tests (cpp) (#4195)
* add ll-nm-nano tests that map to nim requirements

Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>

* prune some pytorch cases (fp8)

Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>

* removing pyt backend test changes

- When validating the pytorch tests with the isl/osl/conc/quant settings (that is done for cpp backend too), seeing hangs that need further debugging.
- Therefore don't want to block this PR, hence removing them.
- Seeing

Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>

---------

Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>
2025-05-17 22:46:21 +08:00
Yuxian Qiu
cc1bba1686
test: Waive tests for nvbugs/5286795. (#4409)
* Waive tests for nvbugs/5286795.

Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>

* Apply suggestions from code review

Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>

---------

Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
2025-05-17 19:41:05 +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
liji-nv
fb437ed709
[CI] waive accuracy/test_cli_flow.py::TestTinyLlama1_1BChat::test_pp4 (#4397)
Signed-off-by: Jin Li <59594262+liji-nv@users.noreply.github.com>
2025-05-16 20:18:07 +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
xinhe-nv
500b43e90c
test: [CI] remove closed bugs (#4345)
update waive list

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
2025-05-16 13:47:42 +08:00
Stanley Sun
11aa50d1ea
test: add kv cache aware test cases to qa test list (#4257)
add kv cache_aware test cases

Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
2025-05-16 12:47:01 +08:00
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
yuxianq
4f8afe4cc6
feat: [nvbugs/5261055][nvbugs/5170160] non-invasive pipeline parallelism (#4034)
Signed-off-by: Yuxian Qiu <142763828+yuxianq@users.noreply.github.com>
2025-05-16 04:16:53 +08:00
Venky
adb0839a33
test(perf): Add Phi-4-mini-instruct to perf tests (#4267)
* add phi-4-mini-instruct

Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>

* trim tests

Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>

---------

Signed-off-by: Venky Ganesh <23023424+venkywonka@users.noreply.github.com>
2025-05-15 21:27:03 +08:00
Yanchao Lu
5ce1102a02
Revert "[test] add qa test mentioned in docs" (#4355)
Revert "[test] add qa test mentioned in docs (#4248)"

This reverts commit b0ce1371ee.
2025-05-15 18:47:30 +08:00
Stanley Sun
9d3e05486b
test: add qa test list for rtx5090 and rtx_pro_6000 (#4254)
* add test list for rtx5090 and rtx_pro_6000

Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>

* add 2gpu llama70b test cases

Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>

* remove duplicate and invalid test cases

Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>

* add 2gpus test cases

Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>

---------

Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
2025-05-15 17:57:31 +08:00
xinhe-nv
14bfb5e0d6
test: FIX test_ptp_quickstart_advanced_deepseek_v3_2nodes_8gpus (#4283)
* update test_ptp_quickstart_advanced_deepseek_v3_2nodes_8gpus

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>

* skip llava-v1.6-mistral-7b-hf-vision-trtllm on L40S

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>

---------

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
2025-05-15 15:57:44 +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
dominicshanshan
404fbe9b32
[https://nvbugs/5277113][fix]genai-perf API change stress test (#4300)
* fix bug 5277113.

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

* fix bug 5277113 and 5278517.

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

---------

Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
2025-05-15 14:12:34 +08:00
Ivy Zhang
b0ce1371ee
[test] add qa test mentioned in docs (#4248)
* add nemotron-h and llama_70b cases

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

* trial

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

* add llm decoder quick_start case

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

* update nemotron-h test case

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

* add qwen3 quickstart test

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

* add trtllm_decoder accuracy test

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

* remove quickstart test for llm_decoder

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

---------

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
2025-05-15 13:37:11 +08:00
hlu1
3ea42e7519
[test] Reorganize TestDeepSeekR1::test_nvfp4_8gpus (#4346)
Reorganize TestDeepSeekR1::test_nvfp4_8gpus

Signed-off-by: Hao Lu <14827759+hlu1@users.noreply.github.com@users.noreply.github.com>
Co-authored-by: Hao Lu <14827759+hlu1@users.noreply.github.com@users.noreply.github.com>
2025-05-15 13:09:13 +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
xinhe-nv
f2bfe2f84f
test: [CI] remove closed bugs (#4207)
update waive list

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
2025-05-14 17:59:05 +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
Yiqing Yan
a66a02a75a
[Infra] Waive L0 test (#4295)
Waive L0 test

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
2025-05-14 16:38:33 +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
1ef117688c
test: Validate FP8 and LoRA for Gemma3 (#3670)
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
2025-05-13 17:28:02 -07:00
Iman Tabrizian
f408de2d99
Waive disagg kv cache load balancer test (#4276)
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
2025-05-14 06:03:24 +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
Yiqing Yan
290649b6aa
[Infra] Waive L0 test (#4269)
Waive L0 test

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
2025-05-13 23:06:13 +08:00
Yiqing Yan
bfa16a63d4
[Infra] Waive L0 test (#4268)
Waive L0 test

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
2025-05-13 22:43:17 +08:00
dominicshanshan
44d6adfb68
Waive stress test. (#4262)
* Waive stress test.

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

* Apply suggestions from code review

Co-authored-by: Yiqing Yan <yiqingy@nvidia.com>
Signed-off-by: dominicshanshan <30051912+dominicshanshan@users.noreply.github.com>

---------

Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
Signed-off-by: dominicshanshan <30051912+dominicshanshan@users.noreply.github.com>
Co-authored-by: Yiqing Yan <yiqingy@nvidia.com>
2025-05-13 21:01:57 +08:00
Enwei Zhu
8f68d56cc1
[https://nvbugs/5220763] [test] Unwaive Mixtral FP8 TP2 test (#4252)
unwaive

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-05-13 15:55:33 +08:00
Yiqing Yan
fda8b0277a
[Infra][TRTLLM-4374] Upgrade TRT 10.10.0 GA, CUDA 12.9 GA and DLFW 25.04 (#4049)
* [TRTLLM-4374] Upgrade TRT 10.10.0 GA, CUDA 12.9 GA and DLFW 25.04

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>

* fix review

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>

* update images

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>

* Update jenkins/L0_Test.groovy

Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>

* update image name

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>

---------

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
Co-authored-by: Yanchao Lu <yanchaol@nvidia.com>
2025-05-13 14:59:12 +08:00
ruodil
d555fe2530
test: fix for perf test script issue (#4230)
fix for perf test script issue

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
2025-05-13 10:29:20 +08:00
xinhe-nv
0cebc16139
test: [CI] Add failed cases into waives.txt (#4205)
waive tests

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
2025-05-13 10:22:42 +08:00
xinhe-nv
7ebae4dcaa
test: [CI] Add failed cases into waives.txt (#4203)
* update waive list

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>

* update waives

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>

---------

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
2025-05-13 10:08:02 +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
Enwei Zhu
c31ca1688c
[https://nvbugs/5214229] [fix] Unwaive lm_head quantization case (#4222)
unwaive

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-05-12 20:23:06 +08:00
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
ruodil
9c03a7ab74
test: add llama_3.2_1B model and fix for test lora script issue (#4139)
* test: add llama_v3.1_8b_fp8 model, llama_v3.1_405b model and llama_nemotron_49b model in perf test, and modify original llama models dtype from float16 to bfloat16 according to README.md

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>

* add llama_3.2_1B model and fix for lora script issue

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>

---------

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>
2025-05-12 14:51:59 +08:00
xinhe-nv
849d9c343c
tests: https://nvbugs/5219534 remove failed tests from test list (#4113)
remove unsupported tests

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
2025-05-12 14:13:40 +08:00
Yiqing Yan
3c54e84e47
[Infra] Waive L0 test (#4212)
Waive L0 test

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
2025-05-12 11:37:49 +08:00
QI JUN
f021afa241
[CI] waive two multi-gpu test cases (#4206)
waive two multi-gpu test cases

Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
2025-05-12 08:04:48 +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
ruodil
bf5b2a2e0a
test: amend regex match for perf throughput (#4186)
amend regex match for perf throughput

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>
2025-05-09 17:33:25 +08:00
xinhe-nv
9082411a50
test: [CI] Add failed cases into waives.txt (#4165)
wavie oom tests

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
2025-05-09 16:56:30 +08:00
ruodil
5ce5b81281
test: amend default pytorch extra-llm-api-config.yml in perf test (#4176)
* amend default pytorch extra-llm-api-config.yml

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>

* add print info to separate cases in output log

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>

---------

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>
2025-05-09 16:46:48 +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
Stanley Sun
fb31f91e15
test: add qwen3 and disaggregated serving accuracy tests to qa test list (#4083)
Signed-off-by: Stanley Sun <190317771+StanleySun639@users.noreply.github.com>
2025-05-09 11:03:02 +08:00
Ivy Zhang
7666bec7c4
[TRTQA-2861][test]: add nemotron and llama4 cases into qa test (#4053)
* add MMLU, GPQADiamond check for llama-4 models

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

* add nomotron cases

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

* add online quant test cases

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

* remove trt flow 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>

* adjust parallelism strategy

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

* fix fail

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

* update sanity list

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

* fix comment

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

* skip nemotron-h test case

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

---------

Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
2025-05-08 18:10:41 +08:00
xinhe-nv
4468158be4
test: [CI] remove closed bugs (#4046)
update waive list

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
2025-05-08 18:04:43 +08:00
Yiqing Yan
ce8832e80f
[Infra] Waive L0 flaky test (#4148)
Waive L0 test

Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
2025-05-08 17:23:45 +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
Enwei Zhu
dae6781494
test: Waive disagg accuracy test (#4124)
* waive

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

* waive

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

---------

Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
2025-05-08 13:39:07 +08:00
ruodil
4d0e462723
tests: skip writing prepare_dataset output to logs, and add llama_v3.1_8b_fp8, llama_v3.3_70b_fp8, llama_v3.1_405b_fp4 models (#3864)
* tests: skip writing prepare_dataset output to logs

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>

* test: add llama_v3.1_8b_fp8 model, llama_v3.1_405b model and llama_nemotron_49b model in perf test, and modify original llama models dtype from float16 to bfloat16 according to README.md

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>

---------

Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>
Signed-off-by: Larry <197874197+LarryXFly@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
2025-05-07 13:56:35 +08:00
Enwei Zhu
c28b90984f
[TRTLLM-3925, https://nvbugs/5245262] [fix] Normalize LLM.generate API (#3985)
* 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>
2025-05-07 11:06:23 +08:00
Venky
62fea1e885
test(perf): Add Llama-3.1-Nemotron-8B-v1 to perf tests (#3822)
*   **Model:** Llama-3.1-Nemotron-Nano-8B-v1
*   **Precision:** float16
*   **Environment:**
    *   GPUs: 1 H100 PCIe
    *   Driver: 570.86.15

*   **Test String:** `llama_v3.1_nemotron_nano_8b-bench-pytorch-float16-input_output_len:128,128`
*   **Request Throughput:** 81.86 req/sec
*   **Total Token Throughput:** 20956.44 tokens/sec
*   **Average Request Latency:** 5895.24 ms

*   **Test String:** `llama_v3.1_nemotron_nano_8b-bench-pytorch-float16-input_output_len:2000,2000`
*   **Request Throughput:** 1.45 req/sec
*   **Total Token Throughput:** 5783.92 tokens/sec
*   **Average Request Latency:** 211541.08 ms

*   **Test String:** `llama_v3.1_nemotron_nano_8b-bench-float16-maxbs:128-input_output_len:128,128`
*   **Request Throughput:** 52.75 req/sec
*   **Total Token Throughput:** 13505.00 tokens/sec
*   **Average Request Latency:** 5705.50 ms

*   **Test String:** `llama_v3.1_nemotron_nano_8b-bench-float16-maxbs:128-input_output_len:2000,2000`
*   **Request Throughput:** 1.41 req/sec
*   **Total Token Throughput:** 5630.76 tokens/sec
*   **Average Request Latency:** 217139.59 ms

Signed-off-by: Venky Ganesh <gvenkatarama@nvidia.com>
2025-05-06 17:17:55 -07:00
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
Yanchao Lu
5ee38ad92a
[Test]: Clean up stale waives (#4062)
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
2025-05-05 22:13:12 +08:00
Yanchao Lu
ddfb0fe4e2
[Test]: Waive unsupported tests (#4059)
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
2025-05-05 20:51:49 +08:00
Yiqing Yan
b5c2327aa0
Waive L0 tests (#4051)
Signed-off-by: Yiqing Yan <yiqingy@nvidia.com>
2025-05-05 12:53:21 +08:00
Yukun He
aa38e28cfa
fix: [nvbug/5241627] Fix AllReduce kernel hang issue when both tp and pp are enabled. (#3988)
* Fix AllReduce kernel hang issue when both tp and pp are enabled.
Allocate one workspace for each pp rank to avoid potential race.

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

* update waive list

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

---------

Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
2025-05-05 11:33:25 +08:00
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
xinhe-nv
009d5e9fa3
test: [CI] Add failed cases into waives.txt (#3943)
* update waive list

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>

* waive test_llm_commandr_v01_single_gpu_summary for GH200

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>

---------

Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
2025-05-01 23:43:11 +08:00
nv-guomingz
dc344b6a4f
fix:https://nvbugs/5246733 (#3989)
Signed-off-by: nv-guomingz <37257613+nv-guomingz@users.noreply.github.com>
Co-authored-by: nv-guomingz <37257613+nv-guomingz@users.noreply.github.com>
2025-05-01 22:52:31 +08:00
YueWeng
b1621e8d4e
feat: add relaxed acceptance for DS (#3865)
* add relaxed acceptance for DS R1

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>

* clean and update docs

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>

* fix

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>

* Modified based on review

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>

* fix mtp manager issue

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>

---------

Signed-off-by: Yue Weng <25103990+yweng0828@users.noreply.github.com>
Co-authored-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
2025-05-01 21:50:36 +08:00
Chuang Zhu
1ada3c9800
unwaive disagg tests (#3925)
Signed-off-by: Chuang Zhu <111838961+chuangz0@users.noreply.github.com>
2025-04-30 16:44:00 +08:00
xinhe-nv
a31afcf3a9
update waive list (#3890)
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
2025-04-30 11:07:48 +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