Benchmarks: Build Pipeline - Add cutlass as a submodule and add build logic. (#85)

* add cutlass as submodule.
* add build script for cutlass.
* only support compute capability 7.0(V100) and 8.0(A100)

.github/workflows/build-image.yml

@@ -21,6 +21,7 @@ jobs:
           done
           sudo apt-get clean
           df -h
+          echo 'nproc: '$(nproc)
       - name: Prepare metadata
         id: metadata
         run: |

.gitmodules

+[submodule "third_party/cutlass"]
+	path = third_party/cutlass
+	url = https://github.com/NVIDIA/cutlass.git
+	branch = v2.4.0

Makefile

@@ -3,7 +3,7 @@
 
 CPPSOURCES := $(shell find $(CURDIR) -regextype posix-extended -regex '.*\.(c|cpp|h|hpp|cc|cxx|cu)')
 
-.PHONY: cpplint cppformat postinstall
+.PHONY: cpplint cppformat cppbuild thirdparty postinstall
 
 cpplint:
 	clang-format --verbose --dry-run --Werror $(CPPSOURCES)
@@ -14,6 +14,9 @@ cppformat:
 cppbuild:
 	cd ./superbench/benchmarks/ && bash build.sh
 
+thirdparty:
+	cd ./third_party/ && make all
+
 postinstall:
 ifeq ($(shell which ansible-galaxy),)
 	$(error 'Cannot find ansible-galaxy')

dockerfile/cuda11.1.1.dockerfile

@@ -81,11 +81,13 @@ RUN git clone https://github.com/nvidia/nccl-tests /usr/local/nccl-tests && \
 
 ENV PATH="${PATH}:/usr/local/cmake/bin:/usr/local/nccl-tests/build" \
     LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/usr/local/lib" \
-    SB_HOME="/opt/superbench"
+    SB_HOME="/opt/superbench" \
+    SB_MICRO_PATH="/opt/superbench"
 
 WORKDIR ${SB_HOME}
 ADD . .
 
 RUN cd ${SB_HOME} && \
     python3 -m pip install .[torch] && \
-    make cppbuild
+    make cppbuild && \
+    make thirdparty

third_party/Makefile

+# Copyright (c) Microsoft Corporation - All rights reserved
+# Licensed under the MIT License
+
+
+SB_MICRO_PATH ?= "/usr/local"
+
+.PHONY: all cutlass
+
+# Build all targets.
+all: cutlass
+
+# Build cutlass.
+cutlass:
+ifneq (,$(wildcard cutlass/CMakeLists.txt))
+	cmake -DCMAKE_INSTALL_BINDIR=$(SB_MICRO_PATH)/bin -DCMAKE_INSTALL_LIBDIR=$(SB_MICRO_PATH)/lib -DCMAKE_BUILD_TYPE=Release \
+		-DCUTLASS_NVCC_ARCHS='70;80' -DCUTLASS_ENABLE_EXAMPLES=OFF -DCUTLASS_ENABLE_TESTS=OFF -S ./cutlass -B ./cutlass/build
+	cmake --build ./cutlass/build -j 8 --target install
+endif

cutlass @ ccb697ba

+Subproject commit ccb697bac77fcc898e9c897b2c90aa5b60ac72fb