diff --git a/paddle/go/recordio/README.md b/paddle/go/recordio/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..8b0b9308b1ade3560d6bda150ea0139a9fb2503b
--- /dev/null
+++ b/paddle/go/recordio/README.md
@@ -0,0 +1,36 @@
+# RecordIO
+
+## Write
+
+```go
+f, e := os.Create("a_file.recordio")
+w := recordio.NewWriter(f)
+w.Write([]byte("Hello"))
+w.Write([]byte("World!"))
+w.Close()
+```
+
+## Read
+
+1. Load chunk index:
+
+   ```go
+   f, e := os.Open("a_file.recordio")
+   idx, e := recordio.LoadIndex(f)
+   fmt.Println("Total records: ", idx.Len())
+   ```
+
+2. Create one or more scanner to read a range of records.  The
+   following example reads the range
+   [1, 3), i.e., the second and the third records:
+
+   ```go
+   f, e := os.Open("a_file.recordio")
+   s := recrodio.NewScanner(f, idx, 1, 3)
+   for s.Scan() {
+      fmt.Println(string(s.Record()))
+   }
+   if s.Err() != nil && s.Err() != io.EOF {
+      log.Fatalf("Something wrong with scanning: %v", e)
+   }
+   ```
diff --git a/paddle/go/recordio/chunk.go b/paddle/go/recordio/chunk.go
new file mode 100644
index 0000000000000000000000000000000000000000..4e983ab72bddbfec23929e1874142bc7673b317b
--- /dev/null
+++ b/paddle/go/recordio/chunk.go
@@ -0,0 +1,181 @@
+package recordio
+
+import (
+	"bytes"
+	"compress/gzip"
+	"encoding/binary"
+	"fmt"
+	"hash/crc32"
+	"io"
+
+	"github.com/golang/snappy"
+)
+
+// A Chunk contains the Header and optionally compressed records.  To
+// create a chunk, just use ch := &Chunk{}.
+type Chunk struct {
+	records  [][]byte
+	numBytes int // sum of record lengths.
+}
+
+func (ch *Chunk) add(record []byte) {
+	ch.records = append(ch.records, record)
+	ch.numBytes += len(record)
+}
+
+// dump the chunk into w, and clears the chunk and makes it ready for
+// the next add invocation.
+func (ch *Chunk) dump(w io.Writer, compressorIndex int) error {
+	// NOTE: don't check ch.numBytes instead, because empty
+	// records are allowed.
+	if len(ch.records) == 0 {
+		return nil
+	}
+
+	// Write raw records and their lengths into data buffer.
+	var data bytes.Buffer
+
+	for _, r := range ch.records {
+		var rs [4]byte
+		binary.LittleEndian.PutUint32(rs[:], uint32(len(r)))
+
+		if _, e := data.Write(rs[:]); e != nil {
+			return fmt.Errorf("Failed to write record length: %v", e)
+		}
+
+		if _, e := data.Write(r); e != nil {
+			return fmt.Errorf("Failed to write record: %v", e)
+		}
+	}
+
+	compressed, e := compressData(&data, compressorIndex)
+	if e != nil {
+		return e
+	}
+
+	// Write chunk header and compressed data.
+	hdr := &Header{
+		checkSum:       crc32.ChecksumIEEE(compressed.Bytes()),
+		compressor:     uint32(compressorIndex),
+		compressedSize: uint32(compressed.Len()),
+		numRecords:     uint32(len(ch.records)),
+	}
+
+	if _, e := hdr.write(w); e != nil {
+		return fmt.Errorf("Failed to write chunk header: %v", e)
+	}
+
+	if _, e := w.Write(compressed.Bytes()); e != nil {
+		return fmt.Errorf("Failed to write chunk data: %v", e)
+	}
+
+	// Clear the current chunk.
+	ch.records = nil
+	ch.numBytes = 0
+
+	return nil
+}
+
+type noopCompressor struct {
+	*bytes.Buffer
+}
+
+func (c *noopCompressor) Close() error {
+	return nil
+}
+
+func compressData(src io.Reader, compressorIndex int) (*bytes.Buffer, error) {
+	compressed := new(bytes.Buffer)
+	var compressor io.WriteCloser
+
+	switch compressorIndex {
+	case NoCompression:
+		compressor = &noopCompressor{compressed}
+	case Snappy:
+		compressor = snappy.NewBufferedWriter(compressed)
+	case Gzip:
+		compressor = gzip.NewWriter(compressed)
+	default:
+		return nil, fmt.Errorf("Unknown compression algorithm: %d", compressorIndex)
+	}
+
+	if _, e := io.Copy(compressor, src); e != nil {
+		return nil, fmt.Errorf("Failed to compress chunk data: %v", e)
+	}
+	compressor.Close()
+
+	return compressed, nil
+}
+
+// parse the specified chunk from r.
+func parseChunk(r io.ReadSeeker, chunkOffset int64) (*Chunk, error) {
+	var e error
+	var hdr *Header
+
+	if _, e = r.Seek(chunkOffset, io.SeekStart); e != nil {
+		return nil, fmt.Errorf("Failed to seek chunk: %v", e)
+	}
+
+	hdr, e = parseHeader(r)
+	if e != nil {
+		return nil, fmt.Errorf("Failed to parse chunk header: %v", e)
+	}
+
+	var buf bytes.Buffer
+	if _, e = io.CopyN(&buf, r, int64(hdr.compressedSize)); e != nil {
+		return nil, fmt.Errorf("Failed to read chunk data: %v", e)
+	}
+
+	if hdr.checkSum != crc32.ChecksumIEEE(buf.Bytes()) {
+		return nil, fmt.Errorf("Checksum checking failed.")
+	}
+
+	deflated, e := deflateData(&buf, int(hdr.compressor))
+	if e != nil {
+		return nil, e
+	}
+
+	ch := &Chunk{}
+	for i := 0; i < int(hdr.numRecords); i++ {
+		var rs [4]byte
+		if _, e = deflated.Read(rs[:]); e != nil {
+			return nil, fmt.Errorf("Failed to read record length: %v", e)
+		}
+
+		r := make([]byte, binary.LittleEndian.Uint32(rs[:]))
+		if _, e = deflated.Read(r); e != nil {
+			return nil, fmt.Errorf("Failed to read a record: %v", e)
+		}
+
+		ch.records = append(ch.records, r)
+		ch.numBytes += len(r)
+	}
+
+	return ch, nil
+}
+
+func deflateData(src io.Reader, compressorIndex int) (*bytes.Buffer, error) {
+	var e error
+	var deflator io.Reader
+
+	switch compressorIndex {
+	case NoCompression:
+		deflator = src
+	case Snappy:
+		deflator = snappy.NewReader(src)
+	case Gzip:
+		deflator, e = gzip.NewReader(src)
+		if e != nil {
+			return nil, fmt.Errorf("Failed to create gzip reader: %v", e)
+		}
+	default:
+		return nil, fmt.Errorf("Unknown compression algorithm: %d", compressorIndex)
+	}
+
+	deflated := new(bytes.Buffer)
+	if _, e = io.Copy(deflated, deflator); e != nil {
+		return nil, fmt.Errorf("Failed to deflate chunk data: %v", e)
+	}
+
+	return deflated, nil
+}
diff --git a/paddle/go/recordio/header.go b/paddle/go/recordio/header.go
new file mode 100644
index 0000000000000000000000000000000000000000..d3aefae3646eb002bd2c31789c7eb182faf02b1f
--- /dev/null
+++ b/paddle/go/recordio/header.go
@@ -0,0 +1,59 @@
+package recordio
+
+import (
+	"encoding/binary"
+	"fmt"
+	"io"
+)
+
+const (
+	// NoCompression means writing raw chunk data into files.
+	// With other choices, chunks are compressed before written.
+	NoCompression = iota
+	// Snappy had been the default compressing algorithm widely
+	// used in Google.  It compromises between speech and
+	// compression ratio.
+	Snappy
+	// Gzip is a well-known compression algorithm.  It is
+	// recommmended only you are looking for compression ratio.
+	Gzip
+
+	magicNumber       uint32 = 0x01020304
+	defaultCompressor        = Snappy
+)
+
+// Header is the metadata of Chunk.
+type Header struct {
+	checkSum       uint32
+	compressor     uint32
+	compressedSize uint32
+	numRecords     uint32
+}
+
+func (c *Header) write(w io.Writer) (int, error) {
+	var buf [20]byte
+	binary.LittleEndian.PutUint32(buf[0:4], magicNumber)
+	binary.LittleEndian.PutUint32(buf[4:8], c.checkSum)
+	binary.LittleEndian.PutUint32(buf[8:12], c.compressor)
+	binary.LittleEndian.PutUint32(buf[12:16], c.compressedSize)
+	binary.LittleEndian.PutUint32(buf[16:20], c.numRecords)
+	return w.Write(buf[:])
+}
+
+func parseHeader(r io.Reader) (*Header, error) {
+	var buf [20]byte
+	if _, e := r.Read(buf[:]); e != nil {
+		return nil, e
+	}
+
+	if v := binary.LittleEndian.Uint32(buf[0:4]); v != magicNumber {
+		return nil, fmt.Errorf("Failed to parse magic number")
+	}
+
+	return &Header{
+		checkSum:       binary.LittleEndian.Uint32(buf[4:8]),
+		compressor:     binary.LittleEndian.Uint32(buf[8:12]),
+		compressedSize: binary.LittleEndian.Uint32(buf[12:16]),
+		numRecords:     binary.LittleEndian.Uint32(buf[16:20]),
+	}, nil
+}
diff --git a/paddle/go/recordio/reader.go b/paddle/go/recordio/reader.go
new file mode 100644
index 0000000000000000000000000000000000000000..a12c604f7b2f5c103624aac538034ec6a883c536
--- /dev/null
+++ b/paddle/go/recordio/reader.go
@@ -0,0 +1,135 @@
+package recordio
+
+import "io"
+
+// Index consists offsets and sizes of the consequetive chunks in a RecordIO file.
+type Index struct {
+	chunkOffsets []int64
+	chunkLens    []uint32
+	numRecords   int   // the number of all records in a file.
+	chunkRecords []int // the number of records in chunks.
+}
+
+// LoadIndex scans the file and parse chunkOffsets, chunkLens, and len.
+func LoadIndex(r io.ReadSeeker) (*Index, error) {
+	f := &Index{}
+	offset := int64(0)
+	var e error
+	var hdr *Header
+
+	for {
+		hdr, e = parseHeader(r)
+		if e != nil {
+			break
+		}
+
+		f.chunkOffsets = append(f.chunkOffsets, offset)
+		f.chunkLens = append(f.chunkLens, hdr.numRecords)
+		f.chunkRecords = append(f.chunkRecords, int(hdr.numRecords))
+		f.numRecords += int(hdr.numRecords)
+
+		offset, e = r.Seek(int64(hdr.compressedSize), io.SeekCurrent)
+		if e != nil {
+			break
+		}
+	}
+
+	if e == io.EOF {
+		return f, nil
+	}
+	return nil, e
+}
+
+// NumRecords returns the total number of records in a RecordIO file.
+func (r *Index) NumRecords() int {
+	return r.numRecords
+}
+
+// NumChunks returns the total number of chunks in a RecordIO file.
+func (r *Index) NumChunks() int {
+	return len(r.chunkLens)
+}
+
+// ChunkIndex return the Index of i-th Chunk.
+func (r *Index) ChunkIndex(i int) *Index {
+	idx := &Index{}
+	idx.chunkOffsets = []int64{r.chunkOffsets[i]}
+	idx.chunkLens = []uint32{r.chunkLens[i]}
+	idx.chunkRecords = []int{r.chunkRecords[i]}
+	idx.numRecords = idx.chunkRecords[0]
+	return idx
+}
+
+// Locate returns the index of chunk that contains the given record,
+// and the record index within the chunk.  It returns (-1, -1) if the
+// record is out of range.
+func (r *Index) Locate(recordIndex int) (int, int) {
+	sum := 0
+	for i, l := range r.chunkLens {
+		sum += int(l)
+		if recordIndex < sum {
+			return i, recordIndex - sum + int(l)
+		}
+	}
+	return -1, -1
+}
+
+// Scanner scans records in a specified range within [0, numRecords).
+type Scanner struct {
+	reader          io.ReadSeeker
+	index           *Index
+	start, end, cur int
+	chunkIndex      int
+	chunk           *Chunk
+	err             error
+}
+
+// NewScanner creates a scanner that sequencially reads records in the
+// range [start, start+len).  If start < 0, it scans from the
+// beginning.  If len < 0, it scans till the end of file.
+func NewScanner(r io.ReadSeeker, index *Index, start, len int) *Scanner {
+	if start < 0 {
+		start = 0
+	}
+	if len < 0 || start+len >= index.NumRecords() {
+		len = index.NumRecords() - start
+	}
+
+	return &Scanner{
+		reader:     r,
+		index:      index,
+		start:      start,
+		end:        start + len,
+		cur:        start - 1, // The intial status required by Scan.
+		chunkIndex: -1,
+		chunk:      &Chunk{},
+	}
+}
+
+// Scan moves the cursor forward for one record and loads the chunk
+// containing the record if not yet.
+func (s *Scanner) Scan() bool {
+	s.cur++
+
+	if s.cur >= s.end {
+		s.err = io.EOF
+	} else {
+		if ci, _ := s.index.Locate(s.cur); s.chunkIndex != ci {
+			s.chunkIndex = ci
+			s.chunk, s.err = parseChunk(s.reader, s.index.chunkOffsets[ci])
+		}
+	}
+
+	return s.err == nil
+}
+
+// Record returns the record under the current cursor.
+func (s *Scanner) Record() []byte {
+	_, ri := s.index.Locate(s.cur)
+	return s.chunk.records[ri]
+}
+
+// Error returns the error that stopped Scan.
+func (s *Scanner) Error() error {
+	return s.err
+}
diff --git a/paddle/go/recordio/recordio_internal_test.go b/paddle/go/recordio/recordio_internal_test.go
new file mode 100644
index 0000000000000000000000000000000000000000..e0f7dd0407caaf38e8113660239d1a0c6eb8afa1
--- /dev/null
+++ b/paddle/go/recordio/recordio_internal_test.go
@@ -0,0 +1,90 @@
+package recordio
+
+import (
+	"bytes"
+	"testing"
+	"unsafe"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestChunkHead(t *testing.T) {
+	assert := assert.New(t)
+
+	c := &Header{
+		checkSum:       123,
+		compressor:     456,
+		compressedSize: 789,
+	}
+
+	var buf bytes.Buffer
+	_, e := c.write(&buf)
+	assert.Nil(e)
+
+	cc, e := parseHeader(&buf)
+	assert.Nil(e)
+	assert.Equal(c, cc)
+}
+
+func TestWriteAndRead(t *testing.T) {
+	assert := assert.New(t)
+
+	data := []string{
+		"12345",
+		"1234",
+		"12"}
+
+	var buf bytes.Buffer
+	w := NewWriter(&buf, 10, NoCompression) // use a small maxChunkSize.
+
+	n, e := w.Write([]byte(data[0])) // not exceed chunk size.
+	assert.Nil(e)
+	assert.Equal(5, n)
+
+	n, e = w.Write([]byte(data[1])) // not exceed chunk size.
+	assert.Nil(e)
+	assert.Equal(4, n)
+
+	n, e = w.Write([]byte(data[2])) // exeeds chunk size, dump and create a new chunk.
+	assert.Nil(e)
+	assert.Equal(n, 2)
+
+	assert.Nil(w.Close()) // flush the second chunk.
+	assert.Nil(w.Writer)
+
+	n, e = w.Write([]byte("anything")) // not effective after close.
+	assert.NotNil(e)
+	assert.Equal(n, 0)
+
+	idx, e := LoadIndex(bytes.NewReader(buf.Bytes()))
+	assert.Nil(e)
+	assert.Equal([]uint32{2, 1}, idx.chunkLens)
+	assert.Equal(
+		[]int64{0,
+			int64(4 + // magic number
+				unsafe.Sizeof(Header{}) +
+				5 + // first record
+				4 + // second record
+				2*4)}, // two record legnths
+		idx.chunkOffsets)
+
+	s := NewScanner(bytes.NewReader(buf.Bytes()), idx, -1, -1)
+	i := 0
+	for s.Scan() {
+		assert.Equal(data[i], string(s.Record()))
+		i++
+	}
+}
+
+func TestWriteEmptyFile(t *testing.T) {
+	assert := assert.New(t)
+
+	var buf bytes.Buffer
+	w := NewWriter(&buf, 10, NoCompression) // use a small maxChunkSize.
+	assert.Nil(w.Close())
+	assert.Equal(0, buf.Len())
+
+	idx, e := LoadIndex(bytes.NewReader(buf.Bytes()))
+	assert.Nil(e)
+	assert.Equal(0, idx.NumRecords())
+}
diff --git a/paddle/go/recordio/recordio_test.go b/paddle/go/recordio/recordio_test.go
new file mode 100644
index 0000000000000000000000000000000000000000..8bf1b020ab75ca66c12b713526e010756c364217
--- /dev/null
+++ b/paddle/go/recordio/recordio_test.go
@@ -0,0 +1,81 @@
+package recordio_test
+
+import (
+	"bytes"
+	"reflect"
+	"testing"
+
+	"github.com/PaddlePaddle/Paddle/paddle/go/recordio"
+)
+
+func TestWriteRead(t *testing.T) {
+	const total = 1000
+	var buf bytes.Buffer
+	w := recordio.NewWriter(&buf, 0, -1)
+	for i := 0; i < total; i++ {
+		_, err := w.Write(make([]byte, i))
+		if err != nil {
+			t.Fatal(err)
+		}
+	}
+	w.Close()
+
+	idx, err := recordio.LoadIndex(bytes.NewReader(buf.Bytes()))
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	if idx.NumRecords() != total {
+		t.Fatal("num record does not match:", idx.NumRecords(), total)
+	}
+
+	s := recordio.NewScanner(bytes.NewReader(buf.Bytes()), idx, -1, -1)
+	i := 0
+	for s.Scan() {
+		if !reflect.DeepEqual(s.Record(), make([]byte, i)) {
+			t.Fatal("not equal:", len(s.Record()), len(make([]byte, i)))
+		}
+		i++
+	}
+
+	if i != total {
+		t.Fatal("total count not match:", i, total)
+	}
+}
+
+func TestChunkIndex(t *testing.T) {
+	const total = 1000
+	var buf bytes.Buffer
+	w := recordio.NewWriter(&buf, 0, -1)
+	for i := 0; i < total; i++ {
+		_, err := w.Write(make([]byte, i))
+		if err != nil {
+			t.Fatal(err)
+		}
+	}
+	w.Close()
+
+	idx, err := recordio.LoadIndex(bytes.NewReader(buf.Bytes()))
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	if idx.NumChunks() != total {
+		t.Fatal("unexpected chunk num:", idx.NumChunks(), total)
+	}
+
+	for i := 0; i < total; i++ {
+		newIdx := idx.ChunkIndex(i)
+		s := recordio.NewScanner(bytes.NewReader(buf.Bytes()), newIdx, -1, -1)
+		j := 0
+		for s.Scan() {
+			if !reflect.DeepEqual(s.Record(), make([]byte, i)) {
+				t.Fatal("not equal:", len(s.Record()), len(make([]byte, i)))
+			}
+			j++
+		}
+		if j != 1 {
+			t.Fatal("unexpected record per chunk:", j)
+		}
+	}
+}
diff --git a/paddle/go/recordio/writer.go b/paddle/go/recordio/writer.go
new file mode 100644
index 0000000000000000000000000000000000000000..39112e518fb45c66f4e16733924c14a261134d9d
--- /dev/null
+++ b/paddle/go/recordio/writer.go
@@ -0,0 +1,60 @@
+package recordio
+
+import (
+	"fmt"
+	"io"
+)
+
+const (
+	defaultMaxChunkSize = 32 * 1024 * 1024
+)
+
+// Writer creates a RecordIO file.
+type Writer struct {
+	io.Writer    // Set to nil to mark a closed writer.
+	chunk        *Chunk
+	maxChunkSize int // total records size, excluding metadata, before compression.
+	compressor   int
+}
+
+// NewWriter creates a RecordIO file writer.  Each chunk is compressed
+// using the deflate algorithm given compression level.  Note that
+// level 0 means no compression and -1 means default compression.
+func NewWriter(w io.Writer, maxChunkSize, compressor int) *Writer {
+	if maxChunkSize < 0 {
+		maxChunkSize = defaultMaxChunkSize
+	}
+
+	if compressor < 0 {
+		compressor = defaultCompressor
+	}
+
+	return &Writer{
+		Writer:       w,
+		chunk:        &Chunk{},
+		maxChunkSize: maxChunkSize,
+		compressor:   compressor}
+}
+
+// Writes a record.  It returns an error if Close has been called.
+func (w *Writer) Write(record []byte) (int, error) {
+	if w.Writer == nil {
+		return 0, fmt.Errorf("Cannot write since writer had been closed")
+	}
+
+	if w.chunk.numBytes+len(record) > w.maxChunkSize {
+		if e := w.chunk.dump(w.Writer, w.compressor); e != nil {
+			return 0, e
+		}
+	}
+
+	w.chunk.add(record)
+	return len(record), nil
+}
+
+// Close flushes the current chunk and makes the writer invalid.
+func (w *Writer) Close() error {
+	e := w.chunk.dump(w.Writer, w.compressor)
+	w.Writer = nil
+	return e
+}