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adding build of pytorch on jetson - 1.7.0 #753

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Merged
chayim merged 1 commit into from
May 20, 2021
Merged

adding build of pytorch on jetson - 1.7.0 #753

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49 changes: 49 additions & 0 deletions opt/build/libtorch/Dockerfile.jetson
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Original file line number Diff line number Diff line change
@@ -0,0 +1,49 @@
# BUILD redisfab/libtorch-cpu-${ARCH}:$(PT_VER)

# stretch|bionic|buster
ARG OSNICK=buster

# arm32v7|arm64v8
ARG ARCH=aarch64

#----------------------------------------------------------------------------------------------
ARG OS=nvcr.io/nvidia/deepstream-l4t:5.1-21.02-base as builder

FROM ${OS}

ADD ./opt/readies/ /build/readies/
ADD ./opt/build/libtorch/collect.py /build/

ARG PT_VER=1.7.0

RUN apt-get -qq update && apt-get -q install -y git build-essential ninja-build cmake python3.7 python3-pip
RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.7 1

RUN apt-get -q install -y python3-cffi python3-numpy
RUN pip3 install setuptools pyyaml typing
# RUN pip3 install mkl mkl-include

RUN git clone --single-branch --branch v${PT_VER} --recursive https://github.com/pytorch/pytorch.git /pytorch

ENV BUILD_PYTHON=0
ENV USE_GLOO=1
ENV USE_OPENCV=0
ENV BUILD_TORCH=ON
ENV BUILD_BINARY=ON
ENV BUILD_CAFFE2_OPS=ON
ENV BUILD_TEST=0
ENV NO_CUDA=1
ENV NO_DISTRIBUTED=1
ENV NO_MKLDNN=1
ENV NO_NNPACK=1
ENV NO_QNNPACK=1

RUN mkdir /pytorch/build_libtorch
WORKDIR /pytorch/build_libtorch
RUN python3 ../tools/build_libtorch.py

ENV BUILD_SHARED_LIBS=OFF
RUN python3 ../tools/build_libtorch.py

WORKDIR /build
RUN ./collect.py --pytorch /pytorch --pytorch-ver ${PT_VER} --dest /pytorch/dest
8 changes: 4 additions & 4 deletions opt/build/libtorch/Makefile
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Expand Up @@ -21,7 +21,7 @@ DOCKER_OS.bionic=ubuntu:bionic
DOCKER_OS.stretch=debian:stretch-slim
DOCKER_OS.buster=debian:buster-slim
DOCKER_OS=$(DOCKER_OS.$(OSNICK))

TAR_ARCH.x64=x86_64
TAR_ARCH.arm64v8=arm64
TAR_ARCH.arm32v7=arm
Expand Down Expand Up @@ -60,9 +60,9 @@ CID_$(1)=$(1)_$(VERSION).cid

build_native:
@docker build --iidfile $$(IID_$(1)) -t redisfab/$(STEM):$(VERSION)-$(DEVICE)-$(1) -f Dockerfile.$(VARIANT) \
$(foreach A,$(DOCKER_BUILD_ARGS),--build-arg $(A)) .
$(foreach A,$(DOCKER_BUILD_ARGS),--build-arg $(A)) $(ROOT)
@docker create --cidfile $$(CID_$(1)) `cat $$(IID_$(1))`
@docker cp `cat $$(CID_$(1))`:/build/dest/$(STEM)-$(DEVICE)-$(OS)-$(2)-$(VERSION).tar.gz .
@docker cp `cat $$(CID_$(1))`:/pytorch/dest/$(STEM)-$(DEVICE)-$(OS)-$(2)-$(VERSION).tar.gz .

.PHONY: build_native
endef
Expand All @@ -75,7 +75,7 @@ CID_$(1)=$(1)_$(VERSION).cid

build_$(1):
@docker build --iidfile $$(IID_$(1)) -t redisfab/$(STEM):$(VERSION)-$(DEVICE)-$(1) -f Dockerfile.$(VARIANT) \
$(foreach A,$(DOCKER_BUILD_ARGS),--build-arg $(A)) .
$(foreach A,$(DOCKER_BUILD_ARGS),--build-arg $(A)) ../../..
@docker create --cidfile $$(CID_$(1)) `cat $$(IID_$(1))`
@docker cp `cat $$(CID_$(1))`:/build/$(STEM)-$(2)-$(VERSION).tar.gz .

Expand Down