* Update gen tps calculation.
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
* Add back output speed for comparison.
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
* Fix issue with f-string.
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
* Fix some spacing.
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
* Replace output speed with per-request genphase tput.
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
* Add gen TPS breakdown.
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
* Update some tagging.
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
---------
Signed-off-by: Frank Di Natale <3429989+FrankD412@users.noreply.github.com>
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>
* fix bug of create cuda stream as default parameter which will be initialized during importing
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
* add torch.cuda.Stream() for the leader node
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
* fix pre-commit issue
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
---------
Signed-off-by: bhsueh <11360707+byshiue@users.noreply.github.com>
* infra: install Triton in the base image
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
* install Triton from the base image
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
* update base image
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>
* update base image
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
* waive test
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
---------
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
* Remote results.xml when no cases ran
Signed-off-by: qqiao <qqiao@nvidia.com>
* Change some test config to verify
Signed-off-by: qqiao <qqiao@nvidia.com>
* Update for quotes
Signed-off-by: qqiao <qqiao@nvidia.com>
* Move the remove results.xml in catch section
Signed-off-by: qqiao <qqiao@nvidia.com>
* Add missed path
Signed-off-by: qqiao <qqiao@nvidia.com>
* Change back the test stage setting
Signed-off-by: qqiao <qqiao@nvidia.com>
---------
Signed-off-by: qqiao <qqiao@nvidia.com>
* refactor: Fix headsize 72 attention error for TRTLLM attn backend in PyTorch workflow
- Remove the head size pre-check logic in AttentionOp because head size 72 can be supported with fmha kernels.
- Added support for head size 72 in unfused attention kernels(QKVPreprocessing).
- Enhanced unit tests by introducing a scenario generation function for better test coverage of attention configurations(include head size 72).
Signed-off-by: qixiang-99 <203170375+qixiang-99@users.noreply.github.com>
* update: Waive head_dim=72 test cases and enhance test representation
- Added a waiver for head_dim=72 cases on post sm100 in the test suite to address known issues.
- Introduced a custom __repr__ method in the Scenario class for pytest substring match.
Signed-off-by: qixiang-99 <203170375+qixiang-99@users.noreply.github.com>
---------
Signed-off-by: qixiang-99 <203170375+qixiang-99@users.noreply.github.com>
* add MNNVL memory mapping support
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* add more MPI environment for trtllm-llmapi-launch
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* add MoE communication and prepare kernels
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* add MNNVL AlltoAll support for DeepSeekV3
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* add output dump for throughput benchmark
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* support dynamic kernel launch grid
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* address review comments
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* address review comments #2
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
---------
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* adding local paths to the datasets to make them loadable in offline mode
Signed-off-by: Rakib Hasan <rhasan@nvidia.com>
* bert datasets should work on both offline and online mode
Signed-off-by: Rakib Hasan <rhasan@nvidia.com>
---------
Signed-off-by: Rakib Hasan <rhasan@nvidia.com>
