diff --git a/Make.inc b/Make.inc
index c571d0d61641a..4bfdfbc2484f6 100644
--- a/Make.inc
+++ b/Make.inc
@@ -8,6 +8,7 @@
 # OPENBLAS build options
 OPENBLAS_TARGET_ARCH:=
 OPENBLAS_SYMBOLSUFFIX:=
+OPENBLAS_LIBNAMESUFFIX:=
 
 # If OPENBLAS_TARGET_ARCH is set, we default to disabling OPENBLAS_DYNAMIC_ARCH
 ifneq ($(OPENBLAS_TARGET_ARCH),)
@@ -914,6 +915,9 @@ endif
 ifeq ($(USE_SYSTEM_BLAS), 0)
 ifeq ($(USE_BLAS64), 1)
 OPENBLAS_SYMBOLSUFFIX := 64_
+OPENBLAS_LIBNAMESUFFIX := 64_
+LIBBLASNAME := $(LIBBLASNAME)$(OPENBLAS_LIBNAMESUFFIX)
+LIBLAPACKNAME := $(LIBBLASNAME)
 endif
 endif
 
diff --git a/deps/Makefile b/deps/Makefile
index 319de7803d3de..c00fedf06576f 100644
--- a/deps/Makefile
+++ b/deps/Makefile
@@ -1059,10 +1059,10 @@ install-objconv: $(OBJCONV_TARGET)
 # LAPACK is built into OpenBLAS by default
 OPENBLAS_GIT_URL := git://github.com/xianyi/OpenBLAS.git
 OPENBLAS_TAR_URL = https://api.github.com/repos/xianyi/OpenBLAS/tarball/$1
-$(eval $(call git-external,openblas,OPENBLAS,Makefile,libopenblas.$(SHLIB_EXT),$(BUILDDIR)))
+$(eval $(call git-external,openblas,OPENBLAS,Makefile,$(LIBBLASNAME).$(SHLIB_EXT),$(BUILDDIR)))
 
-OPENBLAS_OBJ_SOURCE := $(BUILDDIR)/$(OPENBLAS_SRC_DIR)/libopenblas.$(SHLIB_EXT)
-OPENBLAS_OBJ_TARGET := $(build_shlibdir)/libopenblas.$(SHLIB_EXT)
+OPENBLAS_OBJ_SOURCE := $(BUILDDIR)/$(OPENBLAS_SRC_DIR)/$(LIBBLASNAME).$(SHLIB_EXT)
+OPENBLAS_OBJ_TARGET := $(build_shlibdir)/$(LIBBLASNAME).$(SHLIB_EXT)
 OPENBLAS_BUILD_OPTS := CC="$(CC)" FC="$(FC)" RANLIB="$(RANLIB)" FFLAGS="$(FFLAGS) $(JFFLAGS)" TARGET=$(OPENBLAS_TARGET_ARCH) BINARY=$(BINARY)
 
 # Thread support
@@ -1098,7 +1098,7 @@ endif
 
 # 64-bit BLAS interface
 ifeq ($(USE_BLAS64), 1)
-OPENBLAS_BUILD_OPTS += INTERFACE64=1 SYMBOLSUFFIX="$(OPENBLAS_SYMBOLSUFFIX)"
+OPENBLAS_BUILD_OPTS += INTERFACE64=1 SYMBOLSUFFIX="$(OPENBLAS_SYMBOLSUFFIX)" LIBPREFIX="$(LIBBLASNAME)"
 ifeq ($(OS), Darwin)
 OPENBLAS_BUILD_OPTS += OBJCONV=$(abspath $(BUILDDIR)/objconv/objconv)
 $(OPENBLAS_OBJ_SOURCE): $(OBJCONV_SOURCE)
@@ -1139,9 +1139,9 @@ $(OPENBLAS_OBJ_TARGET): $(OPENBLAS_OBJ_SOURCE) | $(build_shlibdir)
 	cp -f $< $@
 ifeq ($(OS), Linux)
 	cd $(dir $@) && \
-	ln -sf libopenblas.$(SHLIB_EXT) libopenblas.$(SHLIB_EXT).0
+	ln -sf $(LIBBLASNAME).$(SHLIB_EXT) $(LIBBLASNAME).$(SHLIB_EXT).0
 endif
-	$(INSTALL_NAME_CMD)libopenblas.$(SHLIB_EXT) $@
+	$(INSTALL_NAME_CMD)$(LIBBLASNAME).$(SHLIB_EXT) $@
 
 clean-openblas:
 	-$(MAKE) -C $(BUILDDIR)/$(OPENBLAS_SRC_DIR) clean