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Author SHA1 Message Date
Shashank Aluru
e2f48eb400
Merge branch 'main' into tools/wave-analyzer 2025-11-20 04:41:27 -05:00
Shashank Aluru
b831596b3a feat(tools): Wave analyzer now features enhanced architectural resilience, advanced tunability, and full PR hygiene. 
Signed-off-by: Shashank Aluru <shashank.aluru27@gmail.com>
 2025-11-20 04:36:19 -05:00
Shashank Aluru
dc8d2bb1ca feat(tools): Wave analyzer now features enhanced architectural resilience, advanced tunability, and full PR hygiene. 
Signed-off-by: Shashank Aluru <shashank.aluru27@gmail.com>
 2025-11-20 04:36:19 -05:00
Shashank Aluru
27aa904d52 feat(tools): Improve wave analyzer robustness and tunability 
Signed-off-by: Shashank Aluru <shashank.aluru27@gmail.com>
 2025-11-20 04:36:19 -05:00
Shashank Aluru
b7932dc3a4 fix(tools): resolve linting issues, add multi-shard support, and robust error handling 
Signed-off-by: Shashank Aluru <shashank.aluru27@gmail.com>
 2025-11-20 04:36:19 -05:00
Shashank Aluru
016c2e0dbc refactor(tools): add csv export, custom hardware support, and explicit scope disclaimers 
Signed-off-by: Shashank Aluru <shashank.aluru27@gmail.com>
 2025-11-20 04:36:19 -05:00
Shashank Aluru
05d8dd19a1 feat(tools): add static wave analyzer for Blackwell/Hopper workload characterization 
Signed-off-by: Shashank Aluru <shashankaluru@mac.mynetworksettings.com>
Signed-off-by: Shashank Aluru <shashank.aluru27@gmail.com>
 2025-11-20 04:36:19 -05:00
yufeiwu-nv
0e746fad45
[https://nvbugs/5667454][test] Fix Test Case as Chunked Attention not Supported on sm_120 (#9260) 
Signed-off-by: yufeiwu-nv <230315618+yufeiwu-nv@users.noreply.github.com>
 2025-11-20 00:58:42 -08:00
Liao Lanyu
04ad9f96fa
[https://nvbugs/5667687][fix] Set correct lm_head_tp_size_upper_bound (#9300) 
Signed-off-by: Lanyu Liao <lancelly@users.noreply.github.com>
Co-authored-by: Lanyu Liao <lancelly@users.noreply.github.com>
 2025-11-20 00:41:00 -08:00
Neta Zmora
1d6fbbf45d
[#9236][feature] Make sharing of activation_type across SW layers more robust (#9238) 
C++, Python and Python MoE layer all share the definition of ActivationType.
Currently this is done thru redefinition which is fragile and can break when adding new activation function types.

tensorrt_llm/_torch/utils.py
cpp/tensorrt_llm/kernels/cutlass_kernels/include/common.h
=>
tensorrt_llm/layers/moe.py
cpp/tensorrt_llm/kernels/cutlass_kernels/moe_gemm/moe_kernels.cu

Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
Signed-off-by: Neta Zmora <96238833+nzmora-nvidia@users.noreply.github.com>
Co-authored-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
 2025-11-20 16:06:58 +08:00
Emma Qiao
b018b2698d
[TRTLLM-9164][infra] Enable checking duplicate items in waives.txt in pre-commit (#9265) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-11-20 15:47:23 +08:00
mpikulski
a39e8c5567
[TRTLLM-9295][fix] use greedy decoding in test_openai_compatible_json_schema (#9305) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-11-20 08:32:23 +01:00
Yukun He
5d118e0326
[None][chore] Revise the description of enable_autotuner. (#9320) 
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-11-19 22:59:37 -08:00
QI JUN
1bdd3ba173
[None][ci] waive test_disagg_server_restart (#9326) 
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
 2025-11-19 22:34:03 -08:00
Yechan Kim
d5622b2689
[None][fix] Multimodal InputProcessor dummy builder fix (#8916) 
Signed-off-by: yechank <161688079+yechank-nvidia@users.noreply.github.com>
 2025-11-19 22:32:21 -08:00
Chang Liu
79a6c9742b
[None][fix] Use fp32 for indexer weight_proj GEMM (#9243) 
Signed-off-by: Chang Liu (Enterprise Products) <9713593+chang-l@users.noreply.github.com>
 2025-11-19 21:52:38 -08:00
Neta Zmora
028fc877a5
[#9096][feature] Auto Deploy: configurable fused MoE backend (#9194) 
Allow configuring Auto Deploy's MoE/FP8-MoE backend from external yaml config file.

Signed-off-by: Neta Zmora <96238833+nzmora-nvidia@users.noreply.github.com>
 2025-11-19 21:50:22 -08:00
Chenghao Zhang
cd44f80abd
[#9316][feat] AutoDeploy: Add the accuracy test for Nemotron MOE models (#9317) 
Signed-off-by: Chenghao Zhang <211069071+nvchenghaoz@users.noreply.github.com>
 2025-11-19 21:48:50 -08:00
TensorRT LLM
3004692949 [None][infra] Check in most recent lock file from nightly pipeline 
Signed-off-by: TensorRT LLM <90828364+tensorrt-cicd@users.noreply.github.com>
 2025-11-20 03:37:32 +00:00
Bo Deng
2128f73d58
[TRTLLM-9247][infra] Upgrade NIXL to 0.7.1 (#9055) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
Co-authored-by: jthomson04 <jwillthomson19@gmail.com>
 2025-11-20 11:01:02 +08:00
JunyiXu-nv
46dccb5e2d
[None][chore] Prevent negative max_tokens passed into tllm request (#9037) 
Signed-off-by: Junyi Xu <219237550+JunyiXu-nv@users.noreply.github.com>
 2025-11-20 09:58:13 +08:00
Yukun He
b6bced83c0
[TRTLLM-7963][feat] Use CUDAGraph to improve the tuning accuracy for AutoTuner. (#9089) 
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
 2025-11-20 08:54:29 +08:00
Kanghwan
41e5870a70
[#8476][chore] Update license (#8807) 
Signed-off-by: Kanghwan Jang <861393+karljang@users.noreply.github.com>
 2025-11-19 15:05:25 -08:00
Fanrong Li
d4abb86f3e
[None][fix] fix EPLB for DeepSeek-V3.2-Exp (#9245) 
Signed-off-by: Fanrong Li <23290157+lfr-0531@users.noreply.github.com>
 2025-11-19 13:45:54 -08:00
brb-nv
f6ec6e2222
[None][chore] Waive tests timing out on main (#9315) 
Signed-off-by: Balaram Buddharaju <169953907+brb-nv@users.noreply.github.com>
 2025-11-19 13:10:06 -08:00
Faraz
49c45ebef1
[None][fix] change logging for weight loading on unified memory (#9177) 
Signed-off-by: Faraz Khoubsirat <58580514+farazkh80@users.noreply.github.com>
Signed-off-by: Simeng Liu <109828133+SimengLiu-nv@users.noreply.github.com>
Co-authored-by: Simeng Liu <109828133+SimengLiu-nv@users.noreply.github.com>
 2025-11-19 14:31:19 -05:00
NVShreyas
1eae941d77
[#9237][feat] enable iter stats in autodeploy (#9278) 
Signed-off-by: Shreyas Misra <shreyasm@nvidia.com>
 2025-11-19 19:29:29 +01:00
NVShreyas
a7c0b54ce7
[None][feat] add specdec to nemotron nas (#8985) 
Signed-off-by: Shreyas Misra <shreyasm@nvidia.com>
 2025-11-19 19:28:35 +01:00
Neta Zmora
7ab02ad7b5
[None][feature] AutoDeploy: tighter MoE UT thresholds (#9195) 
Scale down the weights in the MoE test so that the output has reasonable magnitude, allowing for tighter atol and rtol

Signed-off-by: Neta Zmora <96238833+nzmora-nvidia@users.noreply.github.com>
 2025-11-19 08:37:51 -08:00
Bo Li
d8b05894ee
[None][perf] Adjust select_alltoall_method_type. (#8950) 
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
 2025-11-19 07:43:55 -08:00
mpikulski
46dd9886bb
[https://nvbugs/5661877][fix] fix test regression in TestBatchedSampling::test_samples (#9215) 
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
 2025-11-19 01:44:44 -08:00
xinhe-nv
0f77fec932
[None][chore] Add failed cases into waives.txt (#9289) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-11-19 17:03:43 +08:00
CarstyYou
ee941ac779
[https://nvbugs/5456493][feat] add fp8 dense for sm120 (#9174) 
Signed-off-by: CarstyYou <186021327+CarstyYou@users.noreply.github.com>
 2025-11-19 14:40:34 +08:00
nvxuanyuc
a79c0dfb43
[None][fix] Update GLM model accuracy test (#9286) 
Signed-off-by: Xuanyu Chen <xuanyuc@nvidia.com>
 2025-11-18 21:59:01 -08:00
jiahanc
255e4ea9f0
[None][doc] Update DS-R1 example doc (#9231) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
 2025-11-18 21:10:02 -08:00
Emma Qiao
67d3eb26af
[None][infra] Waive failed cases for main branch on 11/17 (#9266) 
Signed-off-by: qqiao <qqiao@nvidia.com>
 2025-11-18 20:07:03 -08:00
ChristinaZ
941a54c66a
[None][feat] Update the indexer topK (#9255) 
Signed-off-by: Christina Zhang <83400082+ChristinaZ@users.noreply.github.com>
 2025-11-19 11:49:00 +08:00
xinhe-nv
286ace22ed
[None][chore] Add failed cases into waives.txt (#9242) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
 2025-11-18 19:27:55 -08:00
TensorRT LLM
9135d580bf [None][infra] Check in most recent lock file from nightly pipeline 
Signed-off-by: TensorRT LLM <90828364+tensorrt-cicd@users.noreply.github.com>
 2025-11-19 03:25:00 +00:00
jellysnack
99ba723e20
[None][fix] logits device and shape issues in dynamic draft path (#9079) 
Signed-off-by: jellysnack <oleg.jellysnack@gmail.com>
 2025-11-18 19:22:47 -08:00
Ivy Zhang
782dfca7e8
[TRTLLM-9050][test] add llama4 disagg case to cover kv cache overflow error (#9172) 
Signed-off-by: Ivy Zhang <25222398+crazydemo@users.noreply.github.com>
 2025-11-18 18:26:32 -08:00
Grzegorz Kwasniewski
7905d6c0da
[#9098][feat] Simple sharding latent experts (#9099) 
Signed-off-by: greg-kwasniewski1 <213329731+greg-kwasniewski1@users.noreply.github.com>
 2025-11-18 21:14:22 -05:00
ChristinaZ
fbf6c16cd2
[None][fix] Update the default invalid value for deepseek mode of routing (#9222) 
Signed-off-by: Christina Zhang <83400082+ChristinaZ@users.noreply.github.com>
 2025-11-19 10:14:06 +08:00
Grzegorz Kwasniewski
92f86a50d4
[#9137][feat] Factory sharding as default (#9144) 
Signed-off-by: greg-kwasniewski1 <213329731+greg-kwasniewski1@users.noreply.github.com>
 2025-11-18 21:12:03 -05:00
Patrice Castonguay
9b0f45298f
[None][feat] Have ability to cancel disagg request if KV cache resource are exhausted (#9155) 
Signed-off-by: Patrice Castonguay <55748270+pcastonguay@users.noreply.github.com>
 2025-11-18 20:59:17 -05:00
xinhe-nv
35658eab55
[None][chore] Add failed cases into waives.txt (#9193) 
Signed-off-by: xinhe-nv <200704525+xinhe-nv@users.noreply.github.com>
Signed-off-by: Xin He (SW-GPU) <200704525+xinhe-nv@users.noreply.github.com>
 2025-11-18 17:47:55 -08:00
Enwei Zhu
7c4777a571
[TRTLLM-9286][feat] Integration of CuteDSL NVFP4 grouped GEMM (#8880) 
Signed-off-by: Enwei Zhu <21126786+syuoni@users.noreply.github.com>
 2025-11-18 17:40:12 -08:00
Lizhi Zhou
c789000a62
[https://nvbugs/5649010][fix] increase status-checking interval to avoid instability (#9203) 
Signed-off-by: Lizhi Zhou <1432185+reasonsolo@users.noreply.github.com>
 2025-11-19 08:55:42 +08:00
Bo Deng
34f845bf69
[TRTLLM-9287][infra] Use NIXL backend for accuracy tests (#9247) 
Signed-off-by: Bo Deng <deemod@nvidia.com>
 2025-11-18 14:46:20 -08:00
Ajinkya Rasane
8d7cda2318
[None][chore] Update the Flux autodeploy example (#8434) 
Signed-off-by: ajrasane <131806219+ajrasane@users.noreply.github.com>
Co-authored-by: Frida Hou <201670829+Fridah-nv@users.noreply.github.com>
 2025-11-18 14:16:04 -08:00