Files
graphene/Examples/pytorch/Makefile
Dayeol Lee e651c1d262 [Examples] Change PyTorch example to load model from a pickle file
- This example will be compared with another example for loading
encrypted models and inputs using PFS. Thus, load the model from a file.
- Updated Makefile and README.md
2020-06-03 12:11:27 -07:00

87 lines
2.4 KiB
Makefile

# Build PyTorch as follows:
#
# - make -- create non-SGX no-debug-log manifest
# - make SGX=1 -- create SGX no-debug-log manifest
# - make SGX=1 DEBUG=1 -- create SGX debug-log manifest
#
# PyTorch and the pre-trained model must be installed on the system.
# See README for details.
#
# Use `make clean` to remove Graphene-generated files.
GRAPHENEDIR ?= ../..
SGX_SIGNER_KEY ?= $(GRAPHENEDIR)/Pal/src/host/Linux-SGX/signer/enclave-key.pem
PYTHON3 ?= /usr/bin/python3
ifeq ($(DEBUG),1)
GRAPHENEDEBUG = inline
else
GRAPHENEDEBUG = none
endif
DISTRIB_ID ?= $(shell lsb_release --short --id)
DISTRIB_RELEASE ?= $(shell lsb_release --short --release)
ifeq ($(SGX), 1)
ifneq ($(DISTRIB_ID),Ubuntu)
$(error This example requires Ubuntu when building for SGX.)
endif
endif
UBUNTU_VERSION = $(DISTRIB_ID)$(DISTRIB_RELEASE)
.PHONY: all
ifeq ($(SGX),1)
all: pytorch.token python3.token pal_loader
else
all: pytorch.manifest python3.manifest pal_loader
endif
include ../../Scripts/Makefile.configs
pytorch.sig: python3.sig
# .manifest.template contains stanzas for both Ubuntu 16 and 18. The last rule selectively enables
# those lines based on the Ubuntu version detected.
%.manifest: %.manifest.template
sed -e 's|$$(GRAPHENEDIR)|'"$(GRAPHENEDIR)"'|g' \
-e 's|$$(GRAPHENEDEBUG)|'"$(GRAPHENEDEBUG)"'|g' \
-e 's|$$(HOME)|'"$(HOME)"'|g' \
-e 's|# '"$(UBUNTU_VERSION)"' ||g' \
-e 's|$$(ARCH_LIBDIR)|'"$(ARCH_LIBDIR)"'|g' \
$< > $@
pytorch.sig: pytorch.manifest
$(GRAPHENEDIR)/Pal/src/host/Linux-SGX/signer/pal-sgx-sign \
-libpal $(GRAPHENEDIR)/Runtime/libpal-Linux-SGX.so \
-key $(SGX_SIGNER_KEY) \
-output pytorch.manifest.sgx -exec $(PYTHON3) -manifest $<
%.token: %.sig
$(GRAPHENEDIR)/Pal/src/host/Linux-SGX/signer/pal-sgx-get-token -output $@ -sig $<
# The PyTorch workload forks/execve()s at some point. This rule generates the required additional
# manifest for the child process.
python3.manifest: pytorch.manifest
cp $< $@
sed -i '/trusted_children/d' $@
python3.sig: python3.manifest
$(GRAPHENEDIR)/Pal/src/host/Linux-SGX/signer/pal-sgx-sign \
-libpal $(GRAPHENEDIR)/Runtime/libpal-Linux-SGX.so \
-key $(SGX_SIGNER_KEY) \
-output python3.manifest.sgx -exec $(PYTHON3) -manifest $<
pal_loader:
ln -s $(GRAPHENEDIR)/Runtime/pal_loader $@
download_model:
$(PYTHON3) download-pretrained-model.py
.PHONY: clean
clean:
$(RM) *.token *.sig *.manifest.sgx *.manifest pal_loader *.pt result.txt
.PHONY: distclean
distclean: clean