TensorRT-LLMs/cpp/kernels/fmha_v2/train_ops/README.md
qsang-nv 0fd59d64ab
infra: open source fmha v2 kernels (#4185)
* add fmha repo

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>

* fix format

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>

* fix code style

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>

* fix header

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>

* fix header kernel_traits.h

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>

* add .gitignore file

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>

* add SLIDING_WINDOW_ATTENTION

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>

* fix style

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>

* fix format

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>

* update setup.py

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>

* update build_wheel.py

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>

---------

Signed-off-by: Qidi Sang <200703406+qsang-nv@users.noreply.github.com>
Signed-off-by: qsang-nv <200703406+qsang-nv@users.noreply.github.com>
2025-05-15 10:56:34 +08:00

604 B

Running the unit test

Under the train_ops folder, clone APEX

cd train_ops
git clone https://github.com/NVIDIA/apex.git
cd apex
git submodule update --init --recursive
cd ..

from the project root, launch the build container:

cd docker
make launch_docker

Then inside the container, /repo is the repository mount point:

export TORCH_CUDA_ARCH_LIST="8.0;9.0"
cd /repo/train_ops
python train_setup.py
mkdir -p build && cd build && cmake .. && make -j

Note that we use flash attention by default.

Then in train_ops, run the test script

python fmha_unit_test.py