diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_dsoc/Makefile b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_dsoc/Makefile
index 3e4f668a2c157b3c6a2abcea9da19819f6dabaef..578cfc713eef378bfb23222b4ed3e8b1abd7e7d9 100644
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_dsoc/Makefile
+++ b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_dsoc/Makefile
@@ -1,5 +1,5 @@
 DNN_BENCHMARK_ROOT = $(LLVM_SRC_ROOT)/test/VISC/DNN_Benchmarks
-# NOTE: can configure build directory
+# NOTE: CHANGE to your BUILD DIRECTORY
 HPVM_BUILD_DIR = $(LLVM_SRC_ROOT)/../build_dsoc/
 
 CC = $(HPVM_BUILD_DIR)/bin/clang++
@@ -22,8 +22,6 @@ DNN_INCLUDE_DIR = $(LLVM_SRC_ROOT)/projects/hpvm-tensor-rt/dnn_sources/include
 TENSOR_RT_INCLUDE_DIR = $(LLVM_SRC_ROOT)/projects/hpvm-tensor-rt/tensor_runtime/include
 TENSOR_RT_SRC_DIR = $(LLVM_SRC_ROOT)/projects/hpvm-tensor-rt/tensor_runtime/src
 
-# -std=c++11 -D_GLIBCXX_USE_CXX11_ABI=0
-# -I $(TENSOR_INCLUDE_DIR)
 CC_FLAGS = -I $(LLVM_INCLUDE_DIR)  -I $(DNN_INCLUDE_DIR) -I $(COMMON_INCLUDE_DIR)  -I $(TENSOR_RT_INCLUDE_DIR) -I $(CUDA_INCLUDE_PATH)  -fno-exceptions -ffast-math  -std=c++11   -O3
 LINKER_FLAGS = -lpthread -lOpenCL
 
@@ -34,10 +32,10 @@ OPTFLAGS1 = -load  $(HPVM_LIB_DIR)/LLVMBuildDFG.so -load $(HPVM_LIB_DIR)/LLVMInP
 
 OPTFLAGS2 = -load  $(HPVM_LIB_DIR)/InlineTensorCalls.so  -inline-tensor-calls
 
-TARGET = $(BUILD_DIR)/$(APP).opt.bc
+TARGET = $(BUILD_DIR)/$(APP).final.bc
+
 SOURCES = $(SRC_DIR)/$(APP).cpp
 VISC_RT_PATH = $(LLVM_SRC_ROOT)/projects/visc-cpu-rt/visc-rt.ll
-#VISC_RT_PATH = $(HPVM_BUILD_DIR)/projects/visc-rt/visc-rt.ll
 
 
 .PRECIOUS: $(BUILD_DIR)/$(APP).ll $(BUILD_DIR)/$(APP).visc.ll
@@ -54,17 +52,19 @@ $(BUILD_DIR)/%.visc.ll: $(BUILD_DIR)/%.ll
 
 expanded_modules:= $(wildcard *_module.ll)
 
-
-#$(wildcard build/_*.ll)
-
 $(BUILD_DIR)/%.opt.bc: $(BUILD_DIR)/%.visc.ll
 	$(OPT) $(OPTFLAGS1) $<  -o $@
+
+
+$(BUILD_DIR)/%.linked.bc: $(BUILD_DIR)/%.opt.bc
 	$(CC) -emit-llvm  -c  $(TENSOR_RT_SRC_DIR)/tensor_cpu_runtime.cc  -o  $(BUILD_DIR)/tensor_cpu_runtime.bc
 	$(OPT) -always-inline $(BUILD_DIR)/tensor_cpu_runtime.bc  -o  $(BUILD_DIR)/tensor_cpu_runtime.bc
-        #LL_FILES = $(shell cd build; find ./ -name "*module.ll")
-	$(LLVM_LINK) $@  $(shell find ./build -name "*module.ll")   $(BUILD_DIR)/tensor_cpu_runtime.bc $(VISC_RT_PATH)  -o  $(BUILD_DIR)/lenet_tensor_rt.bc
-	$(OPT) $(OPTFLAGS2)  $(BUILD_DIR)/lenet_tensor_rt.bc -o  $(BUILD_DIR)/lenet_inline.bc
-	$(CC) $(BUILD_DIR)/lenet_inline.bc -o $(BUILD_DIR)/lenet_final $(LINKER_FLAGS)
+	$(LLVM_LINK)   $<   $(shell find ./build -name "*module.ll")   $(BUILD_DIR)/tensor_cpu_runtime.bc $(VISC_RT_PATH)  -o  $@   
+
+
+$(BUILD_DIR)/%.final.bc: $(BUILD_DIR)/%.linked.bc
+	$(OPT) $(OPTFLAGS2)  $<  -o  $@ 
+	$(CC) $@ -o $(BUILD_DIR)/$(APP)_final  $(LINKER_FLAGS)
 	$(foreach module, $(expanded_modules), $(LLVM_LINK) $(module) $(BUILD_DIR)/tensor_cpu_runtime.bc -o $(BUILD_DIR)/$(module)_linked ${\n} $(OPT) $(OPTFLAGS2) $(BUILD_DIR)/$(module)_linked -o  $(BUILD_DIR)/$(module)_inline  ${\n} )
 
 
@@ -74,3 +74,6 @@ $(BUILD_DIR):
 
 clean:
 	rm -rf $(BUILD_DIR)
+
+
+