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Makefile
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# Handy commands:
# - `make docker-build`: builds DOCKERIMAGE (default: `mimdepth:latest`)
PROJECT ?= mimdepth
WORKSPACE ?= /workspace/$(PROJECT)
DOCKER_IMAGE ?= ${PROJECT}:latest
SHMSIZE ?= 444G
WANDB_MODE ?= run
DOCKER_OPTS := \
--name ${PROJECT} \
--rm -it \
--shm-size=${SHMSIZE} \
-e AWS_DEFAULT_REGION \
-e AWS_ACCESS_KEY_ID \
-e AWS_SECRET_ACCESS_KEY \
-e WANDB_API_KEY \
-e WANDB_ENTITY \
-e WANDB_MODE \
-e HOST_HOSTNAME= \
-e OMP_NUM_THREADS=1 -e KMP_AFFINITY="granularity=fine,compact,1,0" \
-e OMPI_ALLOW_RUN_AS_ROOT=1 \
-e OMPI_ALLOW_RUN_AS_ROOT_CONFIRM=1 \
-e NCCL_DEBUG=VERSION \
-e DISPLAY=${DISPLAY} \
-e XAUTHORITY \
-e NVIDIA_DRIVER_CAPABILITIES=all \
-v ~/.aws:/root/.aws \
-v /root/.ssh:/root/.ssh \
-v ~/.cache:/root/.cache \
-v /data:/data \
-v /mnt/fsx/:/mnt/fsx \
-v /dev/null:/dev/raw1394 \
-v /tmp:/tmp \
-v /tmp/.X11-unix/X0:/tmp/.X11-unix/X0 \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ${PWD}:${WORKSPACE} \
-w ${WORKSPACE} \
--privileged \
--ipc=host \
--network=host
NGPUS=$(shell nvidia-smi -L | wc -l)
MPI_CMD=mpirun \
-allow-run-as-root \
-np ${NGPUS} \
-H localhost:${NGPUS} \
-x MASTER_ADDR=127.0.0.1 \
-x MASTER_PORT=23457 \
-x HOROVOD_TIMELINE \
-x OMP_NUM_THREADS=1 \
-x KMP_AFFINITY='granularity=fine,compact,1,0' \
-bind-to none -map-by slot -x NCCL_DEBUG=INFO -x NCCL_MIN_NRINGS=4 \
--report-bindings
.PHONY: all clean docker-build docker-overfit-pose
all: clean
clean:
find . -name "*.pyc" | xargs rm -f && \
find . -name "__pycache__" | xargs rm -rf
docker-build:
docker build \
-f docker/Dockerfile \
-t ${DOCKER_IMAGE} .
docker-start-interactive: docker-build
nvidia-docker run ${DOCKER_OPTS} ${DOCKER_IMAGE} bash
docker-start-jupyter: docker-build
nvidia-docker run ${DOCKER_OPTS} ${DOCKER_IMAGE} \
bash -c "jupyter notebook --port=8888 -ip=0.0.0.0 --allow-root --no-browser"
docker-run: docker-build
nvidia-docker run ${DOCKER_OPTS} ${DOCKER_IMAGE} \
bash -c "${COMMAND}"
docker-run-mpi: docker-build
nvidia-docker run ${DOCKER_OPTS} ${DOCKER_IMAGE} \
bash -c "${MPI_CMD} ${COMMAND}"