diff --git a/CMakeLists.txt b/CMakeLists.txt
index c75b83e50cf9cef8290c37f88b38cdc3d77df39c..dcd1218a5b0b62f2739b727391aca31b48ed9ccb 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -36,8 +36,8 @@ include(simd)
 ################################ Configurations #######################################
 option(WITH_GPU         "Compile PaddlePaddle with NVIDIA GPU"          ${CUDA_FOUND})
 option(WITH_AVX         "Compile PaddlePaddle with AVX intrinsics"      ${AVX_FOUND})
-option(WITH_MKLDNN      "Compile PaddlePaddle with mkl-dnn support."    OFF)
-option(WITH_MKLML       "Compile PaddlePaddle with mklml package."      OFF)
+option(WITH_MKLDNN      "Compile PaddlePaddle with mkl-dnn support."    ${AVX_FOUND})
+option(WITH_MKLML       "Compile PaddlePaddle with mklml package."      ${AVX_FOUND})
 option(WITH_DSO         "Compile PaddlePaddle with dynamic linked CUDA" ON)
 option(WITH_TESTING     "Compile PaddlePaddle with unit testing"        ON)
 option(WITH_SWIG_PY     "Compile PaddlePaddle with inference api"       ON)
diff --git a/cmake/external/openblas.cmake b/cmake/external/openblas.cmake
index db09232c0e69016bf18c1d981e4620e9e804ff7c..0eeccbf7d8a1df17351c8914df6dabf005802787 100644
--- a/cmake/external/openblas.cmake
+++ b/cmake/external/openblas.cmake
@@ -73,10 +73,18 @@ INCLUDE_DIRECTORIES(${CBLAS_INC_DIR})
 # linear algebra libraries for cc_library(xxx SRCS xxx.c DEPS cblas)
 SET(dummyfile ${CMAKE_CURRENT_BINARY_DIR}/cblas_dummy.c)
 FILE(WRITE ${dummyfile} "const char * dummy = \"${dummyfile}\";")
-ADD_LIBRARY(cblas STATIC ${dummyfile})
+IF(${CBLAS_PROVIDER} MATCHES MKL)
+    ADD_LIBRARY(cblas SHARED ${dummyfile})
+ELSE()
+    ADD_LIBRARY(cblas STATIC ${dummyfile})
+ENDIF()
 TARGET_LINK_LIBRARIES(cblas ${CBLAS_LIBRARIES})
 
 IF(NOT ${CBLAS_FOUND})
     ADD_DEPENDENCIES(cblas extern_openblas)
     LIST(APPEND external_project_dependencies cblas)
+ELSE()
+    IF("${CBLAS_PROVIDER}" STREQUAL "MKLML")
+        ADD_DEPENDENCIES(cblas mklml)
+    ENDIF()
 ENDIF(NOT ${CBLAS_FOUND})
diff --git a/paddle/operators/math/CMakeLists.txt b/paddle/operators/math/CMakeLists.txt
index abcaf940ab0128d6948acc620d678632c8f48960..ed51d416ed9497eee45ba826ad672b8fb1ad3678 100644
--- a/paddle/operators/math/CMakeLists.txt
+++ b/paddle/operators/math/CMakeLists.txt
@@ -1,13 +1,8 @@
-if(WITH_MKLML)
-    set(BLAS_LIB mklml)
-else()
-    set(BLAS_LIB cblas)
-endif()
 
 if(WITH_GPU)
-    nv_library(math_function SRCS math_function.cc math_function.cu DEPS ${BLAS_LIB} device_context)
+    nv_library(math_function SRCS math_function.cc math_function.cu DEPS cblas device_context)
 else()
-    cc_library(math_function SRCS math_function.cc DEPS ${BLAS_LIB} device_context)
+    cc_library(math_function SRCS math_function.cc DEPS cblas device_context)
 endif()
 
 nv_test(math_function_test SRCS math_function_test.cc DEPS math_function tensor)
diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh
index 2f0205b7702b6d73b5348430f39166ec78f6c143..6c2f5fed405ecc80d5388084c7774d0ffb45f9af 100644
--- a/paddle/scripts/docker/build.sh
+++ b/paddle/scripts/docker/build.sh
@@ -82,10 +82,6 @@ EOF
 fi
 
 
-# To build documentation, we need to run cmake again after installing
-# PaddlePaddle.  This awkwardness is due to
-# https://github.com/PaddlePaddle/Paddle/issues/1854.  It also
-# describes a solution.
 if [[ ${WITH_DOC:-OFF} == "ON" ]]; then
     cat <<EOF
 ========================================
@@ -93,11 +89,6 @@ Building documentation ...
    In /paddle/build_doc
 ========================================
 EOF
-    # build documentation need install Paddle before
-    make install -j `nproc`
-    pip install /usr/local/opt/paddle/share/wheels/*.whl
-    paddle version
-
     mkdir -p /paddle/build_doc
     pushd /paddle/build_doc
     cmake .. \
@@ -106,7 +97,8 @@ EOF
           -DWITH_AVX=${WITH_AVX:-ON} \
           -DWITH_SWIG_PY=ON \
           -DWITH_STYLE_CHECK=OFF
-    make paddle_docs paddle_docs_cn
+    make -j `nproc` gen_proto_py
+    make -j `nproc` paddle_docs paddle_docs_cn
     popd
 fi
 
@@ -182,3 +174,7 @@ ADD go/cmd/master/master /usr/bin/
 # default command shows the paddle version and exit
 CMD ["paddle", "version"]
 EOF
+
+set +xe
+printf "If you need to install PaddlePaddle in develop docker image,"
+printf "please make install or pip install build/python/dist/*.whl.\n"
diff --git a/paddle/scripts/submit_local.sh.in b/paddle/scripts/submit_local.sh.in
index 12bf629ea920832f96bc5f7cc0b38abfddd34d97..2ab7d5b52f68641999603d8b675d8fabf24fd574 100755
--- a/paddle/scripts/submit_local.sh.in
+++ b/paddle/scripts/submit_local.sh.in
@@ -18,6 +18,8 @@ function version(){
         echo "PaddlePaddle @PADDLE_VERSION@, compiled with"
         echo "    with_avx: @WITH_AVX@"
         echo "    with_gpu: @WITH_GPU@"
+        echo "    with_mkldnn: @WITH_MKLDNN"
+        echo "    with_mklml: @WITH_MKLML@"
         echo "    with_double: @WITH_DOUBLE@"
         echo "    with_python: @WITH_PYTHON@"
         echo "    with_rdma: @WITH_RDMA@"
diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt
index 16c519d45aa62694201379b8da1ca54d8a07ee9a..d2f064bea00ff55f29df9269c2aab7619f2a94c5 100644
--- a/python/CMakeLists.txt
+++ b/python/CMakeLists.txt
@@ -21,6 +21,18 @@ if(WITH_GOLANG)
   add_dependencies(copy_paddle_master paddle_master)
 endif(WITH_GOLANG)
 
+set(MKL_SHARED_LIBS "")
+set(MKL_DEPENDS "")
+if(WITH_MKLML)
+  list(APPEND MKL_SHARED_LIBS ${MKLML_LIB} ${MKLML_IOMP_LIB})
+  list(APPEND MKL_DEPENDS mklml)
+endif()
+
+if(WITH_MKLDNN)
+  list(APPEND MKL_SHARED_LIBS "${MKLDNN_LIB}" "${MKLDNN_LIB}.0")
+  list(APPEND MKL_DEPENDS mkldnn)
+endif()
+
 configure_file(${CMAKE_CURRENT_SOURCE_DIR}/setup.py.in
     ${CMAKE_CURRENT_BINARY_DIR}/setup.py)
 
@@ -39,7 +51,7 @@ add_custom_command(OUTPUT ${PADDLE_PYTHON_BUILD_DIR}/.timestamp
     DEPENDS gen_proto_py copy_paddle_pybind framework_py_proto ${PY_FILES} ${external_project_dependencies} ${COPY_PADDLE_MASTER})
 
 add_custom_target(paddle_python ALL DEPENDS
-    ${PADDLE_PYTHON_BUILD_DIR}/.timestamp paddle_pserver_main paddle_trainer paddle_merge_model python_api_wheel)
+    ${PADDLE_PYTHON_BUILD_DIR}/.timestamp paddle_pserver_main paddle_trainer paddle_merge_model python_api_wheel ${MKL_DEPENDS})
 
 set(PADDLE_PYTHON_PACKAGE_DIR ${CMAKE_CURRENT_BINARY_DIR}/dist/)
 
diff --git a/python/paddle/v2/reader/creator.py b/python/paddle/v2/reader/creator.py
index d0f18e4b6611fa56654e7f2a0144758339cb9e19..97e844b92c77a7c58105dc5df2b4092fa5571d6f 100644
--- a/python/paddle/v2/reader/creator.py
+++ b/python/paddle/v2/reader/creator.py
@@ -57,7 +57,7 @@ def text_file(path):
     return reader
 
 
-def recordio_local(paths, buf_size=100):
+def recordio(paths, buf_size=100):
     """
     Creates a data reader from given RecordIO file paths separated by ",",
         glob pattern is supported.
@@ -67,15 +67,19 @@ def recordio_local(paths, buf_size=100):
 
     import recordio as rec
     import paddle.v2.reader.decorator as dec
+    import cPickle as pickle
 
     def reader():
-        a = ','.join(paths)
-        f = rec.reader(a)
+        if isinstance(paths, basestring):
+            path = paths
+        else:
+            path = ",".join(paths)
+        f = rec.reader(path)
         while True:
             r = f.read()
             if r is None:
                 break
-            yield r
+            yield pickle.loads(r)
         f.close()
 
     return dec.buffered(reader, buf_size)
diff --git a/python/paddle/v2/reader/tests/creator_test.py b/python/paddle/v2/reader/tests/creator_test.py
index 359f3eeefbe8efeb343cc875c707c9251a7087fb..cf190aa6645f9a5bed891a3a47c03efa03813d65 100644
--- a/python/paddle/v2/reader/tests/creator_test.py
+++ b/python/paddle/v2/reader/tests/creator_test.py
@@ -34,5 +34,27 @@ class TestTextFile(unittest.TestCase):
             self.assertEqual(e, str(idx * 2) + " " + str(idx * 2 + 1))
 
 
+class TestRecordIO(unittest.TestCase):
+    def do_test(self, path):
+        reader = paddle.v2.reader.creator.recordio(path)
+        idx = 0
+        for e in reader():
+            if idx == 0:
+                self.assertEqual(e, (1, 2, 3))
+            elif idx == 1:
+                self.assertEqual(e, (4, 5, 6))
+            idx += 1
+        self.assertEqual(idx, 2)
+
+    def test_recordIO(self):
+        self.do_test(
+            os.path.join(
+                os.path.dirname(__file__), "test_reader_recordio.dat"))
+        self.do_test([
+            os.path.join(
+                os.path.dirname(__file__), "test_reader_recordio.dat")
+        ])
+
+
 if __name__ == '__main__':
     unittest.main()
diff --git a/python/paddle/v2/reader/tests/test_reader_recordio.dat b/python/paddle/v2/reader/tests/test_reader_recordio.dat
new file mode 100644
index 0000000000000000000000000000000000000000..a99a35bb829e066c4845d0b85b96cd1eb3a12491
Binary files /dev/null and b/python/paddle/v2/reader/tests/test_reader_recordio.dat differ
diff --git a/python/requirements.txt b/python/requirements.txt
index 3df822bd76d2a64a0a35f84b4ec309ce7150c221..e19453c25da1ec78773c00a72b8e517b0d798fff 100644
--- a/python/requirements.txt
+++ b/python/requirements.txt
@@ -1,7 +1,7 @@
 requests==2.9.2
 numpy>=1.12
 protobuf==3.1
-recordio
+recordio>=0.1.0
 matplotlib
 rarfile
 scipy>=0.19.0
diff --git a/python/setup.py.in b/python/setup.py.in
index 38728aa2fd77cf3c882479ed83e99688b9ffa541..287442e013f91df1eed9c629b7767a660d5e30d7 100644
--- a/python/setup.py.in
+++ b/python/setup.py.in
@@ -23,6 +23,16 @@ with open('@PADDLE_SOURCE_DIR@/python/requirements.txt') as f:
 if '${CMAKE_SYSTEM_PROCESSOR}' not in ['arm', 'armv7-a', 'aarch64']:
     setup_requires+=["opencv-python"]
 
+# the prefix is sys.prefix which should always be usr
+paddle_bin_dir = 'local/opt/paddle/bin'
+paddle_bins = ['${PADDLE_BINARY_DIR}/paddle/scripts/paddle_usage',
+               '${PADDLE_BINARY_DIR}/paddle/trainer/paddle_trainer',
+               '${PADDLE_BINARY_DIR}/paddle/trainer/paddle_merge_model',
+               '${PADDLE_BINARY_DIR}/paddle/pserver/paddle_pserver_main']
+
+paddle_rt_lib_dir = 'local/lib'
+paddle_rt_libs = [] if '${MKL_SHARED_LIBS}'== '' else '${MKL_SHARED_LIBS}'.split(';')
+
 setup(name='paddlepaddle',
       version='${PADDLE_VERSION}',
       description='Parallel Distributed Deep Learning',
@@ -42,9 +52,6 @@ setup(name='paddlepaddle',
       },
       scripts=['${PADDLE_BINARY_DIR}/paddle/scripts/paddle'],
       distclass=BinaryDistribution,
-      data_files=[('/usr/local/opt/paddle/bin',
-                       ['${PADDLE_BINARY_DIR}/paddle/scripts/paddle_usage',
-                        '${PADDLE_BINARY_DIR}/paddle/trainer/paddle_trainer',
-                        '${PADDLE_BINARY_DIR}/paddle/trainer/paddle_merge_model',
-                        '${PADDLE_BINARY_DIR}/paddle/pserver/paddle_pserver_main'])]
+      data_files=[(paddle_bin_dir, paddle_bins),
+                  (paddle_rt_lib_dir, paddle_rt_libs)]
 )