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build: add targets for CUDA 11.8.0 and 12.0.1 #185

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5 changes: 5 additions & 0 deletions Dockerfile-base-cpu
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Original file line number Diff line number Diff line change
Expand Up @@ -7,13 +7,15 @@ ENV LANG=C.UTF-8 LC_ALL=C.UTF-8 PIP_NO_CACHE_DIR=1
RUN mkdir -p /var/run/sshd
RUN apt-get update \
&& DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
lsb-core \
autoconf \
automake \
autotools-dev \
build-essential \
ca-certificates \
curl \
daemontools \
libjpeg-dev \
libkrb5-dev \
libssl-dev \
libtool \
Expand All @@ -37,6 +39,9 @@ RUN apt-get update \
&& rm /etc/ssh/ssh_host_ed25519_key \
&& rm /etc/ssh/ssh_host_rsa_key

RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
ENV PATH=/root/.cargo/bin:${PATH}

COPY dockerfile_scripts /tmp/det_dockerfile_scripts

ENV PATH="/opt/conda/bin:${PATH}"
Expand Down
8 changes: 7 additions & 1 deletion Dockerfile-base-gpu
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Expand Up @@ -10,6 +10,7 @@ ARG UBUNTU_VERSION
RUN mkdir -p /var/run/sshd
RUN apt-get update \
&& DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
lsb-core \
autoconf \
automake \
autotools-dev \
Expand All @@ -19,6 +20,7 @@ RUN apt-get update \
daemontools \
ibverbs-providers \
libibverbs1 \
libjpeg-dev \
libkrb5-dev \
librdmacm1 \
libssl-dev \
Expand All @@ -44,12 +46,16 @@ RUN apt-get update \
&& rm /etc/ssh/ssh_host_rsa_key \
&& if [ "$UBUNTU_VERSION" = "ubuntu18.04" ]; then ln -s /usr/include/slurm-wlm /usr/include/slurm; fi

RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
ENV PATH=/root/.cargo/bin:${PATH}

COPY dockerfile_scripts /tmp/det_dockerfile_scripts

ENV PATH="/opt/conda/bin:${PATH}"
ENV PYTHONUNBUFFERED=1 PYTHONFAULTHANDLER=1 PYTHONHASHSEED=0
ARG PYTHON_VERSION
RUN /tmp/det_dockerfile_scripts/install_python.sh ${PYTHON_VERSION}
ARG TARGETPLATFORM
RUN /tmp/det_dockerfile_scripts/install_python.sh ${PYTHON_VERSION} ${TARGETPLATFORM}

ARG WITH_MPI
ARG UCX_INSTALL_DIR=/container/ucx
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55 changes: 47 additions & 8 deletions Makefile
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Expand Up @@ -5,7 +5,7 @@ SHORT_GIT_HASH := $(shell git rev-parse --short HEAD)

NGC_REGISTRY := nvcr.io/isv-ngc-partner/determined
NGC_PUBLISH := 1
export DOCKERHUB_REGISTRY := determinedai
export DOCKERHUB_REGISTRY ?= determinedai
export REGISTRY_REPO := environments

CPU_PREFIX := $(REGISTRY_REPO):py-3.8-
Expand All @@ -14,16 +14,19 @@ CUDA_102_PREFIX := $(REGISTRY_REPO):cuda-10.2-
CUDA_111_PREFIX := $(REGISTRY_REPO):cuda-11.1-
CUDA_112_PREFIX := $(REGISTRY_REPO):cuda-11.2-
CUDA_113_PREFIX := $(REGISTRY_REPO):cuda-11.3-
CUDA_118_PREFIX := $(REGISTRY_REPO):cuda-11.8-
CUDA_120_PREFIX := $(REGISTRY_REPO):cuda-12.0-
ROCM_50_PREFIX := $(REGISTRY_REPO):rocm-5.0-

CPU_SUFFIX := -cpu
GPU_SUFFIX := -gpu
ARTIFACTS_DIR := /tmp/artifacts
PYTHON_VERSION := 3.8.12
PYTHON_VERSION_37 := 3.7.11
PYTHON_VERSION := 3.8.15
PYTHON_VERSION_37 := 3.7.12
UBUNTU_VERSION := ubuntu20.04
UBUNTU_IMAGE_TAG := ubuntu:20.04
UBUNTU_VERSION_1804 := ubuntu18.04
UBUNTU_VERSION_2204 := ubuntu22.04
PLATFORM_LINUX_ARM_64 := linux/arm64
PLATFORM_LINUX_AMD_64 := linux/amd64

Expand Down Expand Up @@ -59,13 +62,23 @@ export CPU_PY_38_BASE_NAME := $(CPU_PREFIX)base$(CPU_SUFFIX)
export GPU_CUDA_111_BASE_NAME := $(CUDA_111_PREFIX)base$(GPU_SUFFIX)
export GPU_CUDA_112_BASE_NAME := $(CUDA_112_PREFIX)base$(GPU_SUFFIX)
export GPU_CUDA_113_BASE_NAME := $(CUDA_113_PREFIX)base$(GPU_SUFFIX)
export GPU_CUDA_118_BASE_NAME := $(CUDA_118_PREFIX)base$(GPU_SUFFIX)
export GPU_CUDA_120_BASE_NAME := $(CUDA_120_PREFIX)base$(GPU_SUFFIX)

# Timeout used by packer for AWS operations. Default is 120 (30 minutes) for
# waiting for AMI availablity. Bump to 360 attempts = 90 minutes.
export AWS_MAX_ATTEMPTS=360

.PHONY: buildx
buildx:
docker context rm -f buildx-context || true
docker context create buildx-context
docker buildx rm -f buildx-build || true
docker --context=buildx-context buildx create --platform ${PLATFORMS} --bootstrap --use --name buildx-build
docker buildx ls

# Base images.
.PHONY: build-cpu-py-37-base build-cpu-py-38-base build-gpu-cuda-111-base build-gpu-cuda-112-base build-gpu-cuda-113-base
.PHONY: build-cpu-py-37-base
build-cpu-py-37-base:
docker build -f Dockerfile-base-cpu \
--build-arg BASE_IMAGE="$(UBUNTU_IMAGE_TAG)" \
Expand All @@ -78,10 +91,8 @@ build-cpu-py-37-base:
.

.PHONY: build-cpu-py-38-base
build-cpu-py-38-base:
docker run --rm --privileged multiarch/qemu-user-static --reset -p yes
docker buildx create --name builder --driver docker-container --use
docker buildx build -f Dockerfile-base-cpu \
build-cpu-py-38-base: buildx
docker buildx --builder=buildx-build build -f Dockerfile-base-cpu \
--platform "$(PLATFORMS)" \
--build-arg BASE_IMAGE="$(UBUNTU_IMAGE_TAG)" \
--build-arg PYTHON_VERSION="$(PYTHON_VERSION)" \
Expand Down Expand Up @@ -137,6 +148,34 @@ build-gpu-cuda-113-base:
-t $(DOCKERHUB_REGISTRY)/$(GPU_CUDA_113_BASE_NAME)-$(VERSION) \
.

.PHONY: build-gpu-cuda-118-base
build-gpu-cuda-118-base: buildx
docker buildx --builder=buildx-build build -f Dockerfile-base-gpu \
--progress plain \
--platform "$(PLATFORMS)" \
--build-arg BASE_IMAGE="nvidia/cuda:11.8.0-cudnn8-devel-$(UBUNTU_VERSION)" \
--build-arg PYTHON_VERSION="$(PYTHON_VERSION)" \
--build-arg UBUNTU_VERSION="$(UBUNTU_VERSION)" \
--build-arg "$(MPI_BUILD_ARG)" \
-t $(DOCKERHUB_REGISTRY)/$(GPU_CUDA_118_BASE_NAME)-$(SHORT_GIT_HASH) \
-t $(DOCKERHUB_REGISTRY)/$(GPU_CUDA_118_BASE_NAME)-$(VERSION) \
--push \
.

.PHONY: build-gpu-cuda-120-base
build-gpu-cuda-120-base: buildx
docker buildx --builder=buildx-build build -f Dockerfile-base-gpu \
--progress plain \
--platform "$(PLATFORMS)" \
--build-arg BASE_IMAGE="nvidia/cuda:12.0.1-devel-$(UBUNTU_VERSION_2204)" \
--build-arg PYTHON_VERSION="$(PYTHON_VERSION)" \
--build-arg UBUNTU_VERSION="$(UBUNTU_VERSION_2204)" \
--build-arg "$(MPI_BUILD_ARG)" \
-t $(DOCKERHUB_REGISTRY)/$(GPU_CUDA_120_BASE_NAME)-$(SHORT_GIT_HASH) \
-t $(DOCKERHUB_REGISTRY)/$(GPU_CUDA_120_BASE_NAME)-$(VERSION) \
--push \
.

export CPU_TF1_ENVIRONMENT_NAME := $(CPU_PREFIX_37)pytorch-1.7-tf-1.15$(CPU_SUFFIX)
export GPU_TF1_ENVIRONMENT_NAME := $(CUDA_102_PREFIX)pytorch-1.7-tf-1.15$(GPU_SUFFIX)

Expand Down