parent
a393ff92d2
commit
31916ed752
15 changed files with 442 additions and 180 deletions
@ -0,0 +1,95 @@ |
||||
CC := g++-10
|
||||
NVCC := nvcc
|
||||
CFLAGS := -Wall -std=c++17 -fopenmp -MMD
|
||||
NVCC_FLAGS := -MMD -std=c++17 -w -Xcompiler
|
||||
|
||||
INCLUDE := ../../
|
||||
LIBS_DIR :=
|
||||
LIBS_DIR_GPU := /usr/local/cuda/lib64
|
||||
LIBS :=
|
||||
LIBS_GPU := cuda cudart cublas
|
||||
|
||||
TARGET = simpleGraph
|
||||
SRC_DIR = .
|
||||
BUILD_DIR = build
|
||||
|
||||
# Should not need to modify below.
|
||||
|
||||
CPU_BUILD_DIR = $(BUILD_DIR)/cpu
|
||||
GPU_BUILD_DIR = $(BUILD_DIR)/gpu
|
||||
|
||||
SRC = $(wildcard $(SRC_DIR)/*/*.cpp) $(wildcard $(SRC_DIR)/*.cpp)
|
||||
|
||||
# Get source files and object files.
|
||||
GCC_SRC = $(filter-out %.cu.cpp ,$(SRC))
|
||||
NVCC_SRC = $(filter %.cu.cpp, $(SRC))
|
||||
GCC_OBJ = $(GCC_SRC:$(SRC_DIR)/%.cpp=%.o)
|
||||
NVCC_OBJ = $(NVCC_SRC:$(SRC_DIR)/%.cpp=%.o)
|
||||
|
||||
# If compiling for CPU, all go to GCC. Otherwise, they are split.
|
||||
CPU_OBJ = $(addprefix $(CPU_BUILD_DIR)/,$(GCC_OBJ)) $(addprefix $(CPU_BUILD_DIR)/,$(NVCC_OBJ))
|
||||
GPU_GCC_OBJ = $(addprefix $(GPU_BUILD_DIR)/,$(GCC_OBJ))
|
||||
GPU_NVCC_OBJ = $(addprefix $(GPU_BUILD_DIR)/,$(NVCC_OBJ))
|
||||
|
||||
# $(info $$GCC_SRC is [${GCC_SRC}])
|
||||
# $(info $$NVCC_SRC is [${NVCC_SRC}])
|
||||
# $(info $$GCC_OBJ is [${GCC_OBJ}])
|
||||
# $(info $$NVCC_OBJ is [${NVCC_OBJ}])
|
||||
|
||||
# $(info $$CPU_OBJ is [${CPU_OBJ}])
|
||||
# $(info $$GPU_GCC_OBJ is [${GPU_GCC_OBJ}])
|
||||
# $(info $$GPU_NVCC_OBJ is [${GPU_NVCC_OBJ}])
|
||||
|
||||
HEADER = $(wildcard $(SRC_DIR)/*/*.h) $(wildcard $(SRC_DIR)/*.h)
|
||||
CPU_DEPS = $(wildcard $(CPU_BUILD_DIR)/*.d)
|
||||
GPU_DEPS = $(wildcard $(GPU_BUILD_DIR)/*.d)
|
||||
|
||||
INC := $(INCLUDE:%=-I%)
|
||||
LIB := $(LIBS_DIR:%=-L%)
|
||||
LIB_GPU := $(LIBS_DIR_GPU:%=-L%)
|
||||
LD := $(LIBS:%=-l%)
|
||||
LD_GPU := $(LIBS_GPU:%=-l%)
|
||||
|
||||
# Reminder:
|
||||
# $< = first prerequisite
|
||||
# $@ = the target which matched the rule
|
||||
# $^ = all prerequisites
|
||||
|
||||
.PHONY: all clean |
||||
|
||||
all : cpu gpu |
||||
|
||||
cpu: $(TARGET)CPU |
||||
gpu: $(TARGET)GPU |
||||
|
||||
$(TARGET)CPU: $(CPU_OBJ) |
||||
$(CC) $(CFLAGS) $^ -o $@ $(INC) $(LIB) $(LDFLAGS)
|
||||
|
||||
$(CPU_BUILD_DIR)/%.o $(CPU_BUILD_DIR)/%.cu.o: $(SRC_DIR)/%.cpp | $(CPU_BUILD_DIR) |
||||
$(CC) $(CFLAGS) -c -o $@ $< $(INC)
|
||||
|
||||
# For GPU, we need to build the NVCC objects, the NVCC linked object, and the
|
||||
# regular ones. Then, we link them all together.
|
||||
$(TARGET)GPU: $(GPU_BUILD_DIR)/link.o $(GPU_GCC_OBJ) | $(GPU_BUILD_DIR) |
||||
$(CC) -g -DCUDA $(CFLAGS) $(GPU_NVCC_OBJ) $^ -o $@ $(INC) $(LIB) $(LIB_GPU) $(LD) $(LD_GPU)
|
||||
|
||||
$(GPU_BUILD_DIR)/link.o: $(GPU_NVCC_OBJ) | $(GPU_BUILD_DIR) |
||||
$(NVCC) --device-link $^ -o $@
|
||||
|
||||
$(GPU_BUILD_DIR)/%.cu.o: $(SRC_DIR)/%.cu.cpp | $(GPU_BUILD_DIR) |
||||
$(NVCC) $(NVCC_FLAGS) -DCUDA -x cu --device-c -o $@ $< $(INC)
|
||||
|
||||
$(GPU_BUILD_DIR)/%.o: $(SRC_DIR)/%.cpp | $(GPU_BUILD_DIR) |
||||
$(CC) $(CFLAGS) -g -DCUDA -c -o $@ $< $(INC)
|
||||
|
||||
-include $(CPU_DEPS) |
||||
-include $(GPU_DEPS) |
||||
|
||||
$(CPU_BUILD_DIR): |
||||
mkdir -p $@
|
||||
|
||||
$(GPU_BUILD_DIR): |
||||
mkdir -p $@
|
||||
|
||||
clean: |
||||
rm -Rf $(BUILD_DIR) $(TARGET)CPU $(TARGET)GPU
|
||||
@ -0,0 +1,106 @@ |
||||
#define CUDATOOLS_IMPLEMENTATION |
||||
#include <Array.h> |
||||
#include <Core.h> |
||||
#include <chrono> |
||||
|
||||
#define TIME_START(name) auto begin_##name = std::chrono::steady_clock::now() |
||||
|
||||
#define TIME_END(name) \ |
||||
auto end_##name = std::chrono::steady_clock::now(); \
|
||||
auto time_ms_##name = \
|
||||
std::chrono::duration_cast<std::chrono::milliseconds>(end_##name - begin_##name).count(); \
|
||||
auto time_mus_##name = \
|
||||
std::chrono::duration_cast<std::chrono::microseconds>(end_##name - begin_##name).count(); \
|
||||
if (time_ms_##name == 0) { \
|
||||
printf("[%s] Time Elapsed: %ld[µs]\n", #name, time_mus_##name); \
|
||||
} else { \
|
||||
printf("[%s] Time Elapsed: %ld[ms]\n", #name, time_ms_##name); \
|
||||
} |
||||
|
||||
#define TIME(call, name) \ |
||||
TIME_START(name); \
|
||||
call; \
|
||||
TIME_END(name); |
||||
|
||||
KERNEL(collatz, const CudaTools::Array<uint32_t> arr) { |
||||
BASIC_LOOP(arr.shape().length()) { |
||||
if (arr[iThread] % 2) { |
||||
arr[iThread] = 3 * arr[iThread] + 1; |
||||
} else { |
||||
arr[iThread] = arr[iThread] >> 1; |
||||
} |
||||
} |
||||
} |
||||
|
||||
KERNEL(plusOne, const CudaTools::Array<uint32_t> arr) { |
||||
BASIC_LOOP(arr.shape().length()) { arr[iThread] += 1; } |
||||
} |
||||
|
||||
KERNEL(addArray, const CudaTools::Array<uint32_t> a, const CudaTools::Array<uint32_t> b) { |
||||
BASIC_LOOP(a.shape().length()) { a[iThread] += b[iThread]; } |
||||
} |
||||
|
||||
void addNum(const CudaTools::Array<uint32_t> A, uint32_t num) { |
||||
auto Aeig = A.atLeast2D().eigenMap(); |
||||
Aeig = Aeig.array() + num; |
||||
} |
||||
|
||||
void doFunc(const CudaTools::Array<uint32_t> A, const CudaTools::Array<uint32_t> B) { |
||||
A.updateDevice("graphStream").wait(); |
||||
B.updateDevice("graphStreamBranch").wait(); |
||||
for (uint32_t iTimes = 0; iTimes < 30; ++iTimes) { |
||||
CudaTools::Kernel::launch( |
||||
collatz, CudaTools::Kernel::basic(A.shape().items(), "graphStream"), A.view()); |
||||
CudaTools::Kernel::launch( |
||||
plusOne, CudaTools::Kernel::basic(A.shape().items(), "graphStreamBranch"), B.view()); |
||||
} |
||||
|
||||
CudaTools::Kernel::launch(addArray, CudaTools::Kernel::basic(A.shape().items(), "graphStream"), |
||||
A.view(), B.view()) |
||||
.wait(); |
||||
A.updateHost("graphStream"); |
||||
B.updateHost("graphStream").wait(); |
||||
addNum(A.view(), 5); |
||||
} |
||||
|
||||
void myGraph(CudaTools::GraphManager* gm, const CudaTools::Array<uint32_t> A, |
||||
const CudaTools::Array<uint32_t> B) { |
||||
A.updateDevice("graphStream"); |
||||
gm->makeBranch("graphStream", "graphStreamBranch"); |
||||
B.updateDevice("graphStreamBranch"); |
||||
for (uint32_t iTimes = 0; iTimes < 30; ++iTimes) { |
||||
CudaTools::Kernel::launch( |
||||
collatz, CudaTools::Kernel::basic(A.shape().items(), "graphStream"), A.view()); |
||||
CudaTools::Kernel::launch( |
||||
plusOne, CudaTools::Kernel::basic(A.shape().items(), "graphStreamBranch"), B.view()); |
||||
} |
||||
|
||||
gm->joinBranch("graphStream", "graphStreamBranch"); |
||||
CudaTools::Kernel::launch(addArray, CudaTools::Kernel::basic(A.shape().items(), "graphStream"), |
||||
A.view(), B.view()); |
||||
A.updateHost("graphStream"); |
||||
B.updateHost("graphStream"); |
||||
gm->launchHostFunction("graphStream", addNum, A.view(), 5); |
||||
} |
||||
|
||||
int main() { |
||||
CudaTools::Manager::get()->addStream("graphStream"); |
||||
CudaTools::Manager::get()->addStream("graphStreamBranch"); |
||||
|
||||
CudaTools::Array<uint32_t> A = CudaTools::Array<uint32_t>::constant({100}, 50); |
||||
CudaTools::Array<uint32_t> B = CudaTools::Array<uint32_t>::constant({100}, 0); |
||||
|
||||
TIME(doFunc(A.view(), B.view()), ExecuteNoGraph); |
||||
|
||||
std::cout << A.slice({{0, 10}}) << "\n"; |
||||
|
||||
A.setConstant(50); |
||||
B.setConstant(0); |
||||
|
||||
CudaTools::GraphManager gm; |
||||
CudaTools::Graph graph("graphStream", myGraph, &gm, A.view(), B.view()); |
||||
TIME(graph.execute().wait(), ExecuteGraph); |
||||
|
||||
std::cout << A.slice({{0, 10}}) << "\n"; |
||||
return 0; |
||||
} |
||||
Loading…
Reference in new issue