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merged 4 commits into from
Apr 22, 2025

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@ruodil ruodil commented Apr 17, 2025

  1. change default perf config max_batch_size to 512 and max_num_tokens to 2048 in benchmarking to avoid exeeding max_batch_size of engine: https://prod.blsm.nvidia.com/swqa-tensorrt-qa-test/view/TRT-LLM-Perf-Pipelines/job/Debug-TRT-LLM-Perf-Test/25/console
  2. add dump engine config to output log
  3. waive failed case with known bugs.

@ruodil ruodil requested review from LarryXFly and kaiyux April 17, 2025 08:46
@ruodil ruodil self-assigned this Apr 17, 2025
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ruodil commented Apr 17, 2025

/bot run

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PR_Github #2632 [ run ] triggered by Bot

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PR_Github #2632 [ run ] completed with state SUCCESS
/LLM/release-0.19/L0_MergeRequest_PR pipeline #23 completed with status: 'SUCCESS'

@kaiyux kaiyux changed the title feat: change default max_batch_size to 512 in test config and dump config.json to log test: change default max_batch_size to 512 in test config and dump config.json to log Apr 17, 2025
@ruodil ruodil force-pushed the user/ruodil/perf_release0.19 branch from b3a7573 to 7fd0052 Compare April 18, 2025 02:54
@ruodil ruodil requested a review from a team as a code owner April 18, 2025 02:54
@ruodil ruodil force-pushed the user/ruodil/perf_release0.19 branch from 7fd0052 to 65f5bd9 Compare April 18, 2025 03:20
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/bot run

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PR_Github #2742 [ run ] triggered by Bot

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PR_Github #2742 [ run ] completed with state SUCCESS
/LLM/release-0.19/L0_MergeRequest_PR pipeline #35 completed with status: 'SUCCESS'

…and write config.json to output log

Signed-off-by: Ruodi <[email protected]>
@nv-guomingz nv-guomingz force-pushed the user/ruodil/perf_release0.19 branch from 65f5bd9 to b5b4955 Compare April 18, 2025 16:53
@LarryXFly LarryXFly enabled auto-merge (squash) April 19, 2025 03:58
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ruodil commented Apr 22, 2025

/bot reuse-pipeline

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PR_Github #3000 [ reuse-pipeline ] triggered by Bot

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PR_Github #3000 [ reuse-pipeline ] completed with state SUCCESS
Release Check Pipeline #622 failed
Reusing PR_Github #2742 for commit 5b75ebf

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ruodil commented Apr 22, 2025

/bot reuse-pipeline

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PR_Github #3003 [ reuse-pipeline ] triggered by Bot

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PR_Github #3003 [ reuse-pipeline ] completed with state SUCCESS
Release Check Pipeline #623 failed
Reusing PR_Github #2742 for commit 5b75ebf

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ruodil commented Apr 22, 2025

/bot run

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PR_Github #3009 [ run ] triggered by Bot

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PR_Github #3009 [ run ] completed with state SUCCESS
/LLM/release-0.19/L0_MergeRequest_PR pipeline #62 completed with status: 'FAILURE'

@LarryXFly LarryXFly disabled auto-merge April 22, 2025 06:53
@LarryXFly LarryXFly merged commit 793d010 into NVIDIA:release/0.19 Apr 22, 2025
2 checks passed
DomBrown pushed a commit to DomBrown/TensorRT-LLM that referenced this pull request Apr 24, 2025
Signed-off-by: ZhanruiSunCh <[email protected]>

test: add test cases for 0.19 release (NVIDIA#3608)

* fix test name

Signed-off-by: Ivy Zhang <[email protected]>

* add quickstart test for nemotron-ultra

Signed-off-by: Ivy Zhang <[email protected]>

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

Signed-off-by: Ivy Zhang <[email protected]>

* add rcca info

Signed-off-by: Ivy Zhang <[email protected]>

---------

Signed-off-by: Ivy Zhang <[email protected]>
Signed-off-by: Ivy Zhang <[email protected]>

squash (NVIDIA#3642)

Signed-off-by: Enwei Zhu <[email protected]>

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

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

* remove waive
Signed-off-by: Xiwen Yu <[email protected]>

* Revert "remove waive"

This reverts commit 0bf5486.

Signed-off-by: Xiwen Yu <[email protected]>

* revert ar fusion

Signed-off-by: Xiwen Yu <[email protected]>

---------

Signed-off-by: Xiwen Yu <[email protected]>

update fp8 doc (NVIDIA#3647)

Signed-off-by: taoli <[email protected]>
Co-authored-by: taoli <[email protected]>

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

Signed-off-by: Ruodi <[email protected]>
Co-authored-by: Larry <[email protected]>

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

Signed-off-by: Enwei Zhu <[email protected]>

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

Signed-off-by: Yanchao Lu <[email protected]>

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

Signed-off-by: Xiwen Yu <[email protected]>

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

* Fix: nvbugs/5222698 variable not defined

Signed-off-by: Zongfei Jing <[email protected]>

* Tidy code

Signed-off-by: Zongfei Jing <[email protected]>

---------

Signed-off-by: Zongfei Jing <[email protected]>

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

Signed-off-by: nv-guomingz <[email protected]>

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

Signed-off-by: nv-guomingz <[email protected]>

doc: Update DeepSeek perf docs (NVIDIA#3693)

* Update DeepSeek perf docs

Signed-off-by: Kaiyu Xie <[email protected]>

* update

Signed-off-by: Kaiyu Xie <[email protected]>

* Apply suggestions from code review

Co-authored-by: Copilot <[email protected]>
Signed-off-by: Kaiyu Xie <[email protected]>

---------

Signed-off-by: Kaiyu Xie <[email protected]>
Co-authored-by: Copilot <[email protected]>

tests: waive test_llm_multi_node (NVIDIA#3664)

Signed-off-by: junq <[email protected]>

fix: update test_user_buffers_mm_add_prologue atol (NVIDIA#3711)

Signed-off-by: Jin Li <[email protected]>

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

* security fix cherry-pick changes from main

Signed-off-by: Yibin Li <[email protected]>

* fix hmac in remote mpi session (NVIDIA#3649)

Signed-off-by: Yan Chunwei <[email protected]>

---------

Signed-off-by: Yibin Li <[email protected]>
Signed-off-by: Yan Chunwei <[email protected]>
Co-authored-by: Yan Chunwei <[email protected]>

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

Signed-off-by: Tracin <[email protected]>

fix: FP8 kv accuracy (NVIDIA#3675)

* fix FP8 kv accuracy

Signed-off-by: Dylan Chen <[email protected]>

* update doc

Signed-off-by: Dylan Chen <[email protected]>

---------

Signed-off-by: Dylan Chen <[email protected]>

Fix script options for engines. (NVIDIA#3622)

Signed-off-by: Tracin <[email protected]>

unwaive multi-node test (NVIDIA#3721)

Signed-off-by: Superjomn <[email protected]>

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

Signed-off-by: peaceh <[email protected]>

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

Signed-off-by: nv-guomingz <[email protected]>
Co-authored-by: nv-guomingz <[email protected]>

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

Signed-off-by: Balaram Buddharaju <[email protected]>
Co-authored-by: brb-nv <[email protected]>

Waive L0 test (NVIDIA#3756)

Signed-off-by: Yiqing Yan <[email protected]>

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

Signed-off-by: Ruodi <[email protected]>
Signed-off-by: Larry <[email protected]>
Co-authored-by: Larry <[email protected]>

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

waive gemma on L20 (NVIDIA#3766)

Signed-off-by: Ivy Zhang <[email protected]>

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

Include Qwen2VLDecoderLayer in the smooth_qwen2_model function.

Signed-off-by: Yukun He <[email protected]>

fix: PP4 fixes and cleanup (NVIDIA#3688)

Signed-off-by: Anurag Mukkara <[email protected]>
Co-authored-by: Sharan Chetlur <[email protected]>

remove benchmark test list (NVIDIA#3643)

Signed-off-by: Ivy Zhang <[email protected]>

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

Signed-off-by: Chuang Zhu <[email protected]>

test: skip failed cases on B200 (NVIDIA#3710)

* add skip condition to tests

Signed-off-by: xinhe-nv <[email protected]>

* fix error

Signed-off-by: xinhe-nv <[email protected]>

---------

Signed-off-by: xinhe-nv <[email protected]>

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

* skip_pre_ada for fp8 cases

Signed-off-by: Ivy Zhang <[email protected]>

* update

Signed-off-by: Ivy Zhang <[email protected]>

* update after rebase

Signed-off-by: Ivy Zhang <[email protected]>

---------

Signed-off-by: Ivy Zhang <[email protected]>

add know issue to deepseek doc. (NVIDIA#3800)

Signed-off-by: Fanrong Li <[email protected]>

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

Signed-off-by: Barry Kang <[email protected]>
Co-authored-by: Larry <[email protected]>

Waive L0 tests (NVIDIA#3826)

Signed-off-by: Yiqing Yan <[email protected]>

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

Signed-off-by: Yukun He <[email protected]>

* Fix fused_moe fallback issue. (NVIDIA#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.

Signed-off-by: Yukun He <[email protected]>

---------

Signed-off-by: Yukun He <[email protected]>

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

Signed-off-by: wili-65535 <[email protected]>
Signed-off-by: Dom Brown <[email protected]>
DomBrown pushed a commit to DomBrown/TensorRT-LLM that referenced this pull request Apr 24, 2025
Signed-off-by: ZhanruiSunCh <[email protected]>

test: add test cases for 0.19 release (NVIDIA#3608)

* fix test name

Signed-off-by: Ivy Zhang <[email protected]>

* add quickstart test for nemotron-ultra

Signed-off-by: Ivy Zhang <[email protected]>

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

Signed-off-by: Ivy Zhang <[email protected]>

* add rcca info

Signed-off-by: Ivy Zhang <[email protected]>

---------

Signed-off-by: Ivy Zhang <[email protected]>
Signed-off-by: Ivy Zhang <[email protected]>

squash (NVIDIA#3642)

Signed-off-by: Enwei Zhu <[email protected]>

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

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

* remove waive
Signed-off-by: Xiwen Yu <[email protected]>

* Revert "remove waive"

This reverts commit 0bf5486.

Signed-off-by: Xiwen Yu <[email protected]>

* revert ar fusion

Signed-off-by: Xiwen Yu <[email protected]>

---------

Signed-off-by: Xiwen Yu <[email protected]>

update fp8 doc (NVIDIA#3647)

Signed-off-by: taoli <[email protected]>
Co-authored-by: taoli <[email protected]>

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

Signed-off-by: Ruodi <[email protected]>
Co-authored-by: Larry <[email protected]>

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

Signed-off-by: Enwei Zhu <[email protected]>

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

Signed-off-by: Yanchao Lu <[email protected]>

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

Signed-off-by: Xiwen Yu <[email protected]>

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

* Fix: nvbugs/5222698 variable not defined

Signed-off-by: Zongfei Jing <[email protected]>

* Tidy code

Signed-off-by: Zongfei Jing <[email protected]>

---------

Signed-off-by: Zongfei Jing <[email protected]>

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

Signed-off-by: nv-guomingz <[email protected]>

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

Signed-off-by: nv-guomingz <[email protected]>

doc: Update DeepSeek perf docs (NVIDIA#3693)

* Update DeepSeek perf docs

Signed-off-by: Kaiyu Xie <[email protected]>

* update

Signed-off-by: Kaiyu Xie <[email protected]>

* Apply suggestions from code review

Co-authored-by: Copilot <[email protected]>
Signed-off-by: Kaiyu Xie <[email protected]>

---------

Signed-off-by: Kaiyu Xie <[email protected]>
Co-authored-by: Copilot <[email protected]>

tests: waive test_llm_multi_node (NVIDIA#3664)

Signed-off-by: junq <[email protected]>

fix: update test_user_buffers_mm_add_prologue atol (NVIDIA#3711)

Signed-off-by: Jin Li <[email protected]>

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

* security fix cherry-pick changes from main

Signed-off-by: Yibin Li <[email protected]>

* fix hmac in remote mpi session (NVIDIA#3649)

Signed-off-by: Yan Chunwei <[email protected]>

---------

Signed-off-by: Yibin Li <[email protected]>
Signed-off-by: Yan Chunwei <[email protected]>
Co-authored-by: Yan Chunwei <[email protected]>

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

Signed-off-by: Tracin <[email protected]>

fix: FP8 kv accuracy (NVIDIA#3675)

* fix FP8 kv accuracy

Signed-off-by: Dylan Chen <[email protected]>

* update doc

Signed-off-by: Dylan Chen <[email protected]>

---------

Signed-off-by: Dylan Chen <[email protected]>

Fix script options for engines. (NVIDIA#3622)

Signed-off-by: Tracin <[email protected]>

unwaive multi-node test (NVIDIA#3721)

Signed-off-by: Superjomn <[email protected]>

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

Signed-off-by: peaceh <[email protected]>

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

Signed-off-by: nv-guomingz <[email protected]>
Co-authored-by: nv-guomingz <[email protected]>

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

Signed-off-by: Balaram Buddharaju <[email protected]>
Co-authored-by: brb-nv <[email protected]>

Waive L0 test (NVIDIA#3756)

Signed-off-by: Yiqing Yan <[email protected]>

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

Signed-off-by: Ruodi <[email protected]>
Signed-off-by: Larry <[email protected]>
Co-authored-by: Larry <[email protected]>

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

waive gemma on L20 (NVIDIA#3766)

Signed-off-by: Ivy Zhang <[email protected]>

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

Include Qwen2VLDecoderLayer in the smooth_qwen2_model function.

Signed-off-by: Yukun He <[email protected]>

fix: PP4 fixes and cleanup (NVIDIA#3688)

Signed-off-by: Anurag Mukkara <[email protected]>
Co-authored-by: Sharan Chetlur <[email protected]>

remove benchmark test list (NVIDIA#3643)

Signed-off-by: Ivy Zhang <[email protected]>

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

Signed-off-by: Chuang Zhu <[email protected]>

test: skip failed cases on B200 (NVIDIA#3710)

* add skip condition to tests

Signed-off-by: xinhe-nv <[email protected]>

* fix error

Signed-off-by: xinhe-nv <[email protected]>

---------

Signed-off-by: xinhe-nv <[email protected]>

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

* skip_pre_ada for fp8 cases

Signed-off-by: Ivy Zhang <[email protected]>

* update

Signed-off-by: Ivy Zhang <[email protected]>

* update after rebase

Signed-off-by: Ivy Zhang <[email protected]>

---------

Signed-off-by: Ivy Zhang <[email protected]>

add know issue to deepseek doc. (NVIDIA#3800)

Signed-off-by: Fanrong Li <[email protected]>

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

Signed-off-by: Barry Kang <[email protected]>
Co-authored-by: Larry <[email protected]>

Waive L0 tests (NVIDIA#3826)

Signed-off-by: Yiqing Yan <[email protected]>

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

Signed-off-by: Yukun He <[email protected]>

* Fix fused_moe fallback issue. (NVIDIA#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.

Signed-off-by: Yukun He <[email protected]>

---------

Signed-off-by: Yukun He <[email protected]>

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

Signed-off-by: wili-65535 <[email protected]>
Signed-off-by: Dom Brown <[email protected]>
DomBrown pushed a commit to DomBrown/TensorRT-LLM that referenced this pull request Apr 25, 2025
Signed-off-by: ZhanruiSunCh <[email protected]>

test: add test cases for 0.19 release (NVIDIA#3608)

* fix test name

Signed-off-by: Ivy Zhang <[email protected]>

* add quickstart test for nemotron-ultra

Signed-off-by: Ivy Zhang <[email protected]>

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

Signed-off-by: Ivy Zhang <[email protected]>

* add rcca info

Signed-off-by: Ivy Zhang <[email protected]>

---------

Signed-off-by: Ivy Zhang <[email protected]>
Signed-off-by: Ivy Zhang <[email protected]>

squash (NVIDIA#3642)

Signed-off-by: Enwei Zhu <[email protected]>

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

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

* remove waive
Signed-off-by: Xiwen Yu <[email protected]>

* Revert "remove waive"

This reverts commit 0bf5486.

Signed-off-by: Xiwen Yu <[email protected]>

* revert ar fusion

Signed-off-by: Xiwen Yu <[email protected]>

---------

Signed-off-by: Xiwen Yu <[email protected]>

update fp8 doc (NVIDIA#3647)

Signed-off-by: taoli <[email protected]>
Co-authored-by: taoli <[email protected]>

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

Signed-off-by: Ruodi <[email protected]>
Co-authored-by: Larry <[email protected]>

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

Signed-off-by: Enwei Zhu <[email protected]>

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

Signed-off-by: Yanchao Lu <[email protected]>

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

Signed-off-by: Xiwen Yu <[email protected]>

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

* Fix: nvbugs/5222698 variable not defined

Signed-off-by: Zongfei Jing <[email protected]>

* Tidy code

Signed-off-by: Zongfei Jing <[email protected]>

---------

Signed-off-by: Zongfei Jing <[email protected]>

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

Signed-off-by: nv-guomingz <[email protected]>

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

Signed-off-by: nv-guomingz <[email protected]>

doc: Update DeepSeek perf docs (NVIDIA#3693)

* Update DeepSeek perf docs

Signed-off-by: Kaiyu Xie <[email protected]>

* update

Signed-off-by: Kaiyu Xie <[email protected]>

* Apply suggestions from code review

Co-authored-by: Copilot <[email protected]>
Signed-off-by: Kaiyu Xie <[email protected]>

---------

Signed-off-by: Kaiyu Xie <[email protected]>
Co-authored-by: Copilot <[email protected]>

tests: waive test_llm_multi_node (NVIDIA#3664)

Signed-off-by: junq <[email protected]>

fix: update test_user_buffers_mm_add_prologue atol (NVIDIA#3711)

Signed-off-by: Jin Li <[email protected]>

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

* security fix cherry-pick changes from main

Signed-off-by: Yibin Li <[email protected]>

* fix hmac in remote mpi session (NVIDIA#3649)

Signed-off-by: Yan Chunwei <[email protected]>

---------

Signed-off-by: Yibin Li <[email protected]>
Signed-off-by: Yan Chunwei <[email protected]>
Co-authored-by: Yan Chunwei <[email protected]>

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

Signed-off-by: Tracin <[email protected]>

fix: FP8 kv accuracy (NVIDIA#3675)

* fix FP8 kv accuracy

Signed-off-by: Dylan Chen <[email protected]>

* update doc

Signed-off-by: Dylan Chen <[email protected]>

---------

Signed-off-by: Dylan Chen <[email protected]>

Fix script options for engines. (NVIDIA#3622)

Signed-off-by: Tracin <[email protected]>

unwaive multi-node test (NVIDIA#3721)

Signed-off-by: Superjomn <[email protected]>

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

Signed-off-by: peaceh <[email protected]>

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

Signed-off-by: nv-guomingz <[email protected]>
Co-authored-by: nv-guomingz <[email protected]>

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

Signed-off-by: Balaram Buddharaju <[email protected]>
Co-authored-by: brb-nv <[email protected]>

Waive L0 test (NVIDIA#3756)

Signed-off-by: Yiqing Yan <[email protected]>

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

Signed-off-by: Ruodi <[email protected]>
Signed-off-by: Larry <[email protected]>
Co-authored-by: Larry <[email protected]>

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

waive gemma on L20 (NVIDIA#3766)

Signed-off-by: Ivy Zhang <[email protected]>

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

Include Qwen2VLDecoderLayer in the smooth_qwen2_model function.

Signed-off-by: Yukun He <[email protected]>

fix: PP4 fixes and cleanup (NVIDIA#3688)

Signed-off-by: Anurag Mukkara <[email protected]>
Co-authored-by: Sharan Chetlur <[email protected]>

remove benchmark test list (NVIDIA#3643)

Signed-off-by: Ivy Zhang <[email protected]>

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

Signed-off-by: Chuang Zhu <[email protected]>

test: skip failed cases on B200 (NVIDIA#3710)

* add skip condition to tests

Signed-off-by: xinhe-nv <[email protected]>

* fix error

Signed-off-by: xinhe-nv <[email protected]>

---------

Signed-off-by: xinhe-nv <[email protected]>

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

* skip_pre_ada for fp8 cases

Signed-off-by: Ivy Zhang <[email protected]>

* update

Signed-off-by: Ivy Zhang <[email protected]>

* update after rebase

Signed-off-by: Ivy Zhang <[email protected]>

---------

Signed-off-by: Ivy Zhang <[email protected]>

add know issue to deepseek doc. (NVIDIA#3800)

Signed-off-by: Fanrong Li <[email protected]>

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

Signed-off-by: Barry Kang <[email protected]>
Co-authored-by: Larry <[email protected]>

Waive L0 tests (NVIDIA#3826)

Signed-off-by: Yiqing Yan <[email protected]>

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

Signed-off-by: Yukun He <[email protected]>

* Fix fused_moe fallback issue. (NVIDIA#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.

Signed-off-by: Yukun He <[email protected]>

---------

Signed-off-by: Yukun He <[email protected]>

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

Signed-off-by: wili-65535 <[email protected]>
Signed-off-by: Dom Brown <[email protected]>

Fix pre-commit

Signed-off-by: Dom Brown <[email protected]>

Fix again

Signed-off-by: Dom Brown <[email protected]>

Address some review comments for the MI

Signed-off-by: Dom Brown <[email protected]>
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4 participants