forked from huggingface/optimum-intel
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathDockerfile.intel
54 lines (49 loc) · 1.72 KB
/
Dockerfile.intel
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
# syntax = docker/dockerfile:1
# based onhttps://github.com/pytorch/pytorch/blob/master/Dockerfile
#
# NOTE: To build this you will need a docker version >= 19.03 and DOCKER_BUILDKIT=1
#
# If you do not use buildkit you are not going to have a good time
#
# For reference:
# https://docs.docker.com/develop/develop-images/build_enhancements/
ARG BASE_IMAGE=ubuntu:22.04
FROM ${BASE_IMAGE}
RUN --mount=type=cache,id=apt-dev,target=/var/cache/apt \
sh -c "apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install --no-install-recommends -y \
ca-certificates \
git \
curl \
vim \
build-essential \
ccache \
libgoogle-perftools-dev \
numactl \
cmake \
libjpeg-dev \
pybind11-dev \
libpng-dev \
python3 \
python3-pip \
&& rm -rf /var/lib/apt/lists/*"
RUN /usr/sbin/update-ccache-symlinks
RUN mkdir /opt/ccache && ccache --set-config=cache_dir=/opt/ccache
ARG IPEX_VERSION=2.3.100
ARG PYTORCH_VERSION=2.3.1
ARG TORCHVISION_VERSION=0.18.1+cpu
ARG TORCHAUDIO_VERSION=2.3.1+cpu
RUN python3 -m pip install --no-cache-dir \
intel-openmp \
torch==${PYTORCH_VERSION}+cpu \
torchvision==${TORCHVISION_VERSION} \
torchaudio==${TORCHAUDIO_VERSION} \
-f https://download.pytorch.org/whl/torch_stable.html && \
python3 -m pip install intel-extension-for-pytorch==$IPEX_VERSION && \
python3 -m pip install oneccl_bind_pt --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/cpu/us/
ARG OMP_NUM_THREADS=1
ENV OMP_NUM_THREADS=${OMP_NUM_THREADS}
ARG KMP_BLOCKTIME=1
ENV KMP_BLOCKTIME=${KMP_BLOCKTIME}
ARG KMP_HW_SUBSET=1T
ENV KMP_HW_SUBSET=${KMP_HW_SUBSET}
ENV LD_PRELOAD="/usr/local/lib/libiomp5.so /usr/lib/x86_64-linux-gnu/libtcmalloc.so"