Add reader for the new text format (item # 97)

2016-03-17 12:56:19 +01:00 · 2016-03-17 12:56:19 +01:00 · 1280c606f0
--- a/CNTK.sln
+++ b/CNTK.sln
@ -363,6 +363,7 @@ Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "ReaderTests", "Tests\UnitTe
 		{9BD0A711-0BBD-45B6-B81C-053F03C26CFB} = {9BD0A711-0BBD-45B6-B81C-053F03C26CFB}
 		{33D2FD22-DEF2-4507-A58A-368F641AEBE5} = {33D2FD22-DEF2-4507-A58A-368F641AEBE5}
 		{60BDB847-D0C4-4FD3-A947-0C15C08BCDB5} = {60BDB847-D0C4-4FD3-A947-0C15C08BCDB5}
+		{91973E60-A7BE-4C86-8FDB-59C88A0B3715} = {91973E60-A7BE-4C86-8FDB-59C88A0B3715}
 		{7B7A51ED-AA8E-4660-A805-D50235A02120} = {7B7A51ED-AA8E-4660-A805-D50235A02120}
 		{E6646FFE-3588-4276-8A15-8D65C22711C1} = {E6646FFE-3588-4276-8A15-8D65C22711C1}
 	EndProjectSection
@ -838,6 +839,11 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "RNN", "RNN", "{B72C5B0E-38E
 		Tests\EndToEndTests\Examples\Text\PennTreebank\RNN\testcases.yml = Tests\EndToEndTests\Examples\Text\PennTreebank\RNN\testcases.yml
 	EndProjectSection
 EndProject
+Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "CNTKTextFormatReader", "Source\Readers\CNTKTextFormatReader\CNTKTextFormatReader.vcxproj", "{91973E60-A7BE-4C86-8FDB-59C88A0B3715}"
+	ProjectSection(ProjectDependencies) = postProject
+		{F0A9637C-20DA-42F0-83D4-23B4704DE602} = {F0A9637C-20DA-42F0-83D4-23B4704DE602}
+	EndProjectSection
+EndProject
 Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "ExperimentalHTKMLFReader", "Source\Readers\ExperimentalHTKMLFReader\ExperimentalHTKMLFReader.vcxproj", "{7B7A51ED-AA8E-4660-A805-D50235A02120}"
 	ProjectSection(ProjectDependencies) = postProject
 		{60BDB847-D0C4-4FD3-A947-0C15C08BCDB5} = {60BDB847-D0C4-4FD3-A947-0C15C08BCDB5}
@ -1083,6 +1089,14 @@ Global
 		{F0A9637C-20DA-42F0-83D4-23B4704DE602}.Release_CpuOnly|x64.Build.0 = Release_CpuOnly|x64
 		{F0A9637C-20DA-42F0-83D4-23B4704DE602}.Release|x64.ActiveCfg = Release|x64
 		{F0A9637C-20DA-42F0-83D4-23B4704DE602}.Release|x64.Build.0 = Release|x64
+		{91973E60-A7BE-4C86-8FDB-59C88A0B3715}.Debug_CpuOnly|x64.ActiveCfg = Debug_CpuOnly|x64
+		{91973E60-A7BE-4C86-8FDB-59C88A0B3715}.Debug_CpuOnly|x64.Build.0 = Debug_CpuOnly|x64
+		{91973E60-A7BE-4C86-8FDB-59C88A0B3715}.Debug|x64.ActiveCfg = Debug|x64
+		{91973E60-A7BE-4C86-8FDB-59C88A0B3715}.Debug|x64.Build.0 = Debug|x64
+		{91973E60-A7BE-4C86-8FDB-59C88A0B3715}.Release_CpuOnly|x64.ActiveCfg = Release_CpuOnly|x64
+		{91973E60-A7BE-4C86-8FDB-59C88A0B3715}.Release_CpuOnly|x64.Build.0 = Release_CpuOnly|x64
+		{91973E60-A7BE-4C86-8FDB-59C88A0B3715}.Release|x64.ActiveCfg = Release|x64
+		{91973E60-A7BE-4C86-8FDB-59C88A0B3715}.Release|x64.Build.0 = Release|x64
 		{7B7A51ED-AA8E-4660-A805-D50235A02120}.Debug_CpuOnly|x64.ActiveCfg = Debug_CpuOnly|x64
 		{7B7A51ED-AA8E-4660-A805-D50235A02120}.Debug_CpuOnly|x64.Build.0 = Debug_CpuOnly|x64
 		{7B7A51ED-AA8E-4660-A805-D50235A02120}.Debug|x64.ActiveCfg = Debug|x64
@ -1218,6 +1232,7 @@ Global
 		{9F1F9C7C-2CC3-410C-ACDC-988B12D6AC14} = {AC7BA8D3-B4C8-42A4-8507-B359BB6D49E8}
 		{A3231EF2-DED1-4638-B0A2-5F87C484CA92} = {439BE0E0-FABE-403D-BF2C-A41FB8A60616}
 		{B72C5B0E-38E8-41BF-91FE-0C1012C7C078} = {A3231EF2-DED1-4638-B0A2-5F87C484CA92}
+		{91973E60-A7BE-4C86-8FDB-59C88A0B3715} = {33EBFE78-A1A8-4961-8938-92A271941F94}
 		{7B7A51ED-AA8E-4660-A805-D50235A02120} = {33EBFE78-A1A8-4961-8938-92A271941F94}
 		{9BD0A711-0BBD-45B6-B81C-053F03C26CFB} = {33EBFE78-A1A8-4961-8938-92A271941F94}
 		{08A05A9A-4E45-42D5-83FA-719E99C04A30} = {6E565B48-1923-49CE-9787-9BBB9D96F4C5}
--- a/Source/Readers/CNTKTextFormatReader/CNTKTextFormatReader.cpp
+++ b/Source/Readers/CNTKTextFormatReader/CNTKTextFormatReader.cpp
@ -0,0 +1,71 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+
+#include "stdafx.h"
+#include "CNTKTextFormatReader.h"
+#include "Config.h"
+#include "TextConfigHelper.h"
+#include "BlockRandomizer.h"
+#include "NoRandomizer.h"
+#include "TextParser.h"
+
+namespace Microsoft { namespace MSR { namespace CNTK {
+
+CNTKTextFormatReader::CNTKTextFormatReader(MemoryProviderPtr provider,
+    const ConfigParameters& config) :
+    m_provider(provider)
+{
+    TextConfigHelper configHelper(config);
+    
+    if (configHelper.GetElementType() == ElementType::tfloat) 
+    {
+        m_deserializer = shared_ptr<IDataDeserializer>(new TextParser<float>(configHelper));
+    }
+    else 
+    {
+        m_deserializer = shared_ptr<IDataDeserializer>(new TextParser<double>(configHelper));
+    }
+
+    TransformerPtr randomizer;
+    if (configHelper.ShouldRandomize())
+    {
+        randomizer = make_shared<BlockRandomizer>(0, SIZE_MAX, m_deserializer);
+    }
+    else
+    {
+        randomizer = std::make_shared<NoRandomizer>(m_deserializer);
+    }
+
+    randomizer->Initialize(nullptr, config);
+
+    m_transformer = randomizer;
+}
+
+std::vector<StreamDescriptionPtr> CNTKTextFormatReader::GetStreamDescriptions()
+{
+    return m_deserializer->GetStreamDescriptions();
+}
+
+void CNTKTextFormatReader::StartEpoch(const EpochConfiguration& config)
+{
+    if (config.m_totalEpochSizeInSamples <= 0)
+    {
+        RuntimeError("Unsupported minibatch size '%d'.", (int)config.m_totalEpochSizeInSamples);
+    }
+
+    m_transformer->StartEpoch(config);
+    m_packer = std::make_shared<SampleModePacker>(
+        m_provider,
+        m_transformer,
+        config.m_minibatchSizeInSamples,
+        GetStreamDescriptions());
+}
+
+Minibatch CNTKTextFormatReader::ReadMinibatch()
+{
+    assert(m_packer != nullptr);
+    return m_packer->ReadMinibatch();
+}
+} } }
--- a/Source/Readers/CNTKTextFormatReader/CNTKTextFormatReader.h
+++ b/Source/Readers/CNTKTextFormatReader/CNTKTextFormatReader.h
@ -0,0 +1,45 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+
+#pragma once
+
+#include "TextParser.h"
+#include "Reader.h"
+#include "SampleModePacker.h"
+
+namespace Microsoft { namespace MSR { namespace CNTK {
+
+// Implementation of the text reader.
+// Effectively the class represents a factory for connecting the packer,
+// transformers and the deserializer together.
+class CNTKTextFormatReader : public Reader
+{
+public:
+    CNTKTextFormatReader(MemoryProviderPtr provider,
+        const ConfigParameters& parameters);
+
+    // Description of streams that this reader provides.
+    std::vector<StreamDescriptionPtr> GetStreamDescriptions() override;
+
+    // Starts a new epoch with the provided configuration.
+    void StartEpoch(const EpochConfiguration& config) override;
+
+    // Reads a single minibatch.
+    Minibatch ReadMinibatch() override;
+
+private:
+    IDataDeserializerPtr m_deserializer;
+
+    // A head transformer in a list of transformers.
+    TransformerPtr m_transformer;
+
+    // Packer.
+    SampleModePackerPtr m_packer;
+
+    // Memory provider (TODO: this will possibly change in the near future.)
+    MemoryProviderPtr m_provider;
+};
+
+}}}
--- a/Source/Readers/CNTKTextFormatReader/CNTKTextFormatReader.vcxproj
+++ b/Source/Readers/CNTKTextFormatReader/CNTKTextFormatReader.vcxproj
@ -0,0 +1,130 @@
+<?xml version="1.0" encoding="utf-8"?>
+<Project DefaultTargets="Build" ToolsVersion="12.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
+  <ItemGroup Label="ProjectConfigurations">
+    <ProjectConfiguration Include="Debug|x64">
+      <Configuration>Debug</Configuration>
+      <Platform>x64</Platform>
+    </ProjectConfiguration>
+    <ProjectConfiguration Include="Release|x64">
+      <Configuration>Release</Configuration>
+      <Platform>x64</Platform>
+    </ProjectConfiguration>
+    <ProjectConfiguration Include="Debug_CpuOnly|x64">
+      <Configuration>Debug_CpuOnly</Configuration>
+      <Platform>x64</Platform>
+    </ProjectConfiguration>
+    <ProjectConfiguration Include="Release_CpuOnly|x64">
+      <Configuration>Release_CpuOnly</Configuration>
+      <Platform>x64</Platform>
+    </ProjectConfiguration>
+  </ItemGroup>
+  <PropertyGroup Label="Globals">
+    <ProjectGuid>{91973E60-A7BE-4C86-8FDB-59C88A0B3715}</ProjectGuid>
+    <Keyword>Win32Proj</Keyword>
+    <RootNamespace>CNTKTextFormatReader</RootNamespace>
+    <ProjectName>CNTKTextFormatReader</ProjectName>
+  </PropertyGroup>
+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.Default.props" />
+  <Import Project="$(SolutionDir)\CNTK.Cpp.props" />
+  <PropertyGroup Label="Configuration">
+    <ConfigurationType>DynamicLibrary</ConfigurationType>
+    <PlatformToolset>v120</PlatformToolset>
+    <CharacterSet>Unicode</CharacterSet>
+  </PropertyGroup>
+  <PropertyGroup Condition="$(DebugBuild)" Label="Configuration">
+    <UseDebugLibraries>true</UseDebugLibraries>
+  </PropertyGroup>
+  <PropertyGroup Condition="$(ReleaseBuild)" Label="Configuration">
+    <UseDebugLibraries>false</UseDebugLibraries>
+    <WholeProgramOptimization>true</WholeProgramOptimization>
+  </PropertyGroup>
+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
+  <ImportGroup Label="PropertySheets">
+    <Import Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" />
+  </ImportGroup>
+  <PropertyGroup Label="UserMacros" />
+  <PropertyGroup>
+    <IncludePath>..\..\common\include;..\..\math;$(IncludePath);</IncludePath>
+    <LibraryPath>$(SolutionDir)$(Platform)\$(Configuration);$(LibraryPath);</LibraryPath>
+  </PropertyGroup>
+  <PropertyGroup Condition="$(DebugBuild)">
+    <LinkIncremental>true</LinkIncremental>
+  </PropertyGroup>
+  <PropertyGroup Condition="$(ReleaseBuild)">
+    <LinkIncremental>false</LinkIncremental>
+  </PropertyGroup>
+  <ItemDefinitionGroup>
+    <ClCompile>
+      <PrecompiledHeader>Use</PrecompiledHeader>
+      <WarningLevel>Level4</WarningLevel>
+      <PreprocessorDefinitions>WIN32;_WINDOWS;_USRDLL;%(PreprocessorDefinitions)</PreprocessorDefinitions>
+      <SDLCheck>true</SDLCheck>
+      <TreatWarningAsError>true</TreatWarningAsError>
+      <OpenMPSupport>true</OpenMPSupport>
+      <AdditionalIncludeDirectories>../ReaderLib</AdditionalIncludeDirectories>
+    </ClCompile>
+    <Link>
+      <SubSystem>Windows</SubSystem>
+      <GenerateDebugInformation>true</GenerateDebugInformation>
+      <AdditionalDependencies>ReaderLib.lib;Math.lib;%(AdditionalDependencies)</AdditionalDependencies>
+    </Link>
+  </ItemDefinitionGroup>
+  <ItemDefinitionGroup Condition="$(DebugBuild)">
+    <ClCompile>
+      <Optimization>Disabled</Optimization>
+      <PreprocessorDefinitions>_DEBUG;%(PreprocessorDefinitions)</PreprocessorDefinitions>
+    </ClCompile>
+  </ItemDefinitionGroup>
+  <ItemDefinitionGroup Condition="$(ReleaseBuild)">
+    <ClCompile>
+      <Optimization>MaxSpeed</Optimization>
+      <FunctionLevelLinking>true</FunctionLevelLinking>
+      <IntrinsicFunctions>true</IntrinsicFunctions>
+      <PreprocessorDefinitions>NDEBUG;%(PreprocessorDefinitions)</PreprocessorDefinitions>
+      <AdditionalOptions>/d2Zi+ %(AdditionalOptions)</AdditionalOptions>
+    </ClCompile>
+    <Link>
+      <EnableCOMDATFolding>true</EnableCOMDATFolding>
+      <OptimizeReferences>true</OptimizeReferences>
+      <Profile>true</Profile>
+    </Link>
+  </ItemDefinitionGroup>
+  <ItemGroup>
+    <ClInclude Include="..\..\Common\Include\basetypes.h" />
+    <ClInclude Include="..\..\Common\Include\DataReader.h" />
+    <ClInclude Include="..\..\Common\Include\File.h" />
+    <ClInclude Include="..\..\Common\Include\fileutil.h" />
+    <ClInclude Include="TextReaderConstants.h" />
+    <ClInclude Include="Indexer.h" />
+    <ClInclude Include="TextConfigHelper.h" />
+    <ClInclude Include="TextParser.h" />
+    <ClInclude Include="Descriptors.h" />
+    <ClInclude Include="CNTKTextFormatReader.h" />
+    <ClInclude Include="stdafx.h" />
+    <ClInclude Include="targetver.h" />
+  </ItemGroup>
+  <ItemGroup>
+    <ClCompile Include="..\..\Common\DataReader.cpp" />
+    <ClCompile Include="..\..\Common\ExceptionWithCallStack.cpp" />
+    <ClCompile Include="..\..\Common\File.cpp">
+      <PrecompiledHeader>NotUsing</PrecompiledHeader>
+    </ClCompile>
+    <ClCompile Include="..\..\Common\fileutil.cpp">
+      <PrecompiledHeader>NotUsing</PrecompiledHeader>
+    </ClCompile>
+    <ClCompile Include="..\..\Common\Config.cpp">
+      <PrecompiledHeader>NotUsing</PrecompiledHeader>
+    </ClCompile>
+    <ClCompile Include="Indexer.cpp" />
+    <ClCompile Include="TextConfigHelper.cpp" />
+    <ClCompile Include="TextParser.cpp" />
+    <ClCompile Include="dllmain.cpp" />
+    <ClCompile Include="Exports.cpp" />
+    <ClCompile Include="CNTKTextFormatReader.cpp" />
+    <ClCompile Include="stdafx.cpp">
+      <PrecompiledHeader>Create</PrecompiledHeader>
+    </ClCompile>
+  </ItemGroup>
+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
+  <ImportGroup Label="ExtensionTargets" />
+</Project>
--- a/Source/Readers/CNTKTextFormatReader/CNTKTextFormatReader.vcxproj.filters
+++ b/Source/Readers/CNTKTextFormatReader/CNTKTextFormatReader.vcxproj.filters
@ -0,0 +1,57 @@
+<?xml version="1.0" encoding="utf-8"?>
+<Project ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
+  <ItemGroup>
+    <ClCompile Include="Exports.cpp" />
+    <ClCompile Include="stdafx.cpp" />
+    <ClCompile Include="..\..\Common\DataReader.cpp">
+      <Filter>Common</Filter>
+    </ClCompile>
+    <ClCompile Include="..\..\Common\ExceptionWithCallStack.cpp">
+      <Filter>Common</Filter>
+    </ClCompile>
+    <ClCompile Include="..\..\Common\fileutil.cpp">
+      <Filter>Common</Filter>
+    </ClCompile>
+    <ClCompile Include="..\..\Common\File.cpp">
+      <Filter>Common</Filter>
+    </ClCompile>
+    <ClCompile Include="dllmain.cpp" />
+    <ClCompile Include="TextConfigHelper.cpp" />
+    <ClCompile Include="..\..\Common\Config.cpp">
+      <Filter>Common</Filter>
+    </ClCompile>
+    <ClCompile Include="Indexer.cpp" />
+    <ClCompile Include="TextParser.cpp" />
+    <ClCompile Include="CNTKTextFormatReader.cpp" />
+  </ItemGroup>
+  <ItemGroup>
+    <ClInclude Include="stdafx.h" />
+    <ClInclude Include="targetver.h" />
+    <ClInclude Include="..\..\Common\Include\basetypes.h">
+      <Filter>Common\Include</Filter>
+    </ClInclude>
+    <ClInclude Include="..\..\Common\Include\DataReader.h">
+      <Filter>Common\Include</Filter>
+    </ClInclude>
+    <ClInclude Include="..\..\Common\Include\File.h">
+      <Filter>Common\Include</Filter>
+    </ClInclude>
+    <ClInclude Include="..\..\Common\Include\fileutil.h">
+      <Filter>Common\Include</Filter>
+    </ClInclude>
+    <ClInclude Include="TextConfigHelper.h" />
+    <ClInclude Include="Descriptors.h" />
+    <ClInclude Include="Indexer.h" />
+    <ClInclude Include="TextReaderConstants.h" />
+    <ClInclude Include="TextParser.h" />
+    <ClInclude Include="CNTKTextFormatReader.h" />
+  </ItemGroup>
+  <ItemGroup>
+    <Filter Include="Common">
+      <UniqueIdentifier>{0D0EFA10-72A8-4078-840A-B7F76AFEC0A4}</UniqueIdentifier>
+    </Filter>
+    <Filter Include="Common\Include">
+      <UniqueIdentifier>{C6F55578-121A-4D7C-8F57-4172BC5C463B}</UniqueIdentifier>
+    </Filter>
+  </ItemGroup>
+</Project>
--- a/Source/Readers/CNTKTextFormatReader/Descriptors.h
+++ b/Source/Readers/CNTKTextFormatReader/Descriptors.h
@ -0,0 +1,77 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+
+#pragma once
+
+#include <stdint.h>
+#include <vector>
+#include "DataDeserializer.h"
+
+namespace Microsoft { namespace MSR { namespace CNTK {
+
+    typedef size_t SequenceId;
+    typedef size_t TimelineOffset;
+
+    // Stream (input) metadata. This text-reader specific descriptor adds two 
+    // additional fields: stream alias (name prefix in each sample) and expected
+    // sample dimension.
+    struct StreamDescriptor : StreamDescription 
+    {
+        std::string m_alias; // sample name prefix used in the input data
+        size_t m_sampleDimension; // expected number of elements in a sample
+                                  // (can be omitted for sparse input)
+    };
+
+    // Sequence metadata. This text-reader specific descriptor adds two additional
+    // fields: file offset and size in bytes. Both are required to efficiently 
+    // locate and retrieve a sequence from file, given a sequence descriptor.
+    struct SequenceDescriptor : SequenceDescription
+    {
+        SequenceDescriptor() 
+        {
+            m_id = 0;
+            m_numberOfSamples = 0;
+            m_chunkId = 0;
+            m_isValid = false;
+            m_fileOffsetBytes = 0;
+            m_byteSize = 0;
+        }
+        // size_t m_numberOfSamples -- number of samples in the sequence (largest count among all inputs)
+        // in case of text data this value == number of rows this sequence spans over.
+        int64_t m_fileOffsetBytes; // sequence offset in the input file (in bytes)
+        size_t m_byteSize; // size in bytes
+    };
+
+    // Chunk metadata, similar to the sequence descriptor above, 
+    // but used to facilitate indexing and retrieval of blobs of input data of
+    // some user-specified size.
+    struct ChunkDescriptor
+    {
+        size_t m_id; 
+        size_t m_byteSize; // size in bytes
+        size_t m_numSequences; // number of sequences in this chunk
+        TimelineOffset m_timelineOffset; // offset into the timeline -- timeline index of
+                                         // the very first sequence from this chunk.
+    };
+
+    // The index comprises two timelines with different granularities. One is 
+    // is a collection of sequences, the other -- of chunks. 
+    // TODO: needs to be refactored to support partial timeline.
+    struct Index 
+    {
+        Index(bool hasSequenceIds, 
+            std::vector<SequenceDescriptor> timeline,
+            std::vector<ChunkDescriptor> chunks) 
+            : m_hasSequenceIds(hasSequenceIds), m_timeline(timeline), m_chunks(chunks)
+        {
+        }
+
+        bool m_hasSequenceIds; // true when input contains sequence id column
+        std::vector<SequenceDescriptor> m_timeline;
+        std::vector<ChunkDescriptor> m_chunks;
+    };
+
+    typedef std::shared_ptr<Index> IndexPtr;
+}}}
--- a/Source/Readers/CNTKTextFormatReader/Exports.cpp
+++ b/Source/Readers/CNTKTextFormatReader/Exports.cpp
@ -0,0 +1,34 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+// Exports.cpp : Defines the exported functions for the DLL application.
+//
+
+#include "stdafx.h"
+#define DATAREADER_EXPORTS
+#include "DataReader.h"
+#include "ReaderShim.h"
+#include "CNTKTextFormatReader.h"
+#include "HeapMemoryProvider.h"
+#include "CudaMemoryProvider.h"
+
+namespace Microsoft { namespace MSR { namespace CNTK {
+
+// TODO: Memory provider should be injected by SGD.
+
+auto factory = [](const ConfigParameters& parameters) -> ReaderPtr
+{
+    return std::make_shared<CNTKTextFormatReader>(std::make_shared<HeapMemoryProvider>(), parameters);
+};
+
+extern "C" DATAREADER_API void GetReaderF(IDataReader** preader)
+{
+    *preader = new ReaderShim<float>(factory);
+}
+
+extern "C" DATAREADER_API void GetReaderD(IDataReader** preader)
+{
+    *preader = new ReaderShim<double>(factory);
+}
+} } }
--- a/Source/Readers/CNTKTextFormatReader/Indexer.cpp
+++ b/Source/Readers/CNTKTextFormatReader/Indexer.cpp
@ -0,0 +1,239 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+
+#include "stdafx.h"
+#include <inttypes.h>
+#include "Indexer.h"
+#include "TextReaderConstants.h"
+
+using std::string;
+
+namespace Microsoft { namespace MSR { namespace CNTK {
+
+Indexer::Indexer(FILE* file, bool skipSequenceIds, size_t chunkSize) :
+    m_file(file),
+    m_fileOffsetStart(0),
+    m_fileOffsetEnd(0),
+    m_buffer(new char[BUFFER_SIZE + 1]),
+    m_bufferStart(nullptr),
+    m_bufferEnd(nullptr),
+    m_pos(nullptr),
+    m_done(false),
+    m_skipSequenceIds(skipSequenceIds),
+    m_maxChunkSize(chunkSize)
+{
+    if (m_file == nullptr)
+    {
+        RuntimeError("Input file not open for reading");
+    }
+    m_chunks.push_back({});
+}
+
+void Indexer::RefillBuffer()
+{
+    if (!m_done)
+    {
+        size_t bytesRead = fread(m_buffer.get(), 1, BUFFER_SIZE, m_file);
+        if (bytesRead == (size_t)-1)
+            RuntimeError("Could not read from the input file.");
+        if (bytesRead == 0)
+        {
+            m_done = true;
+        }
+        else
+        {
+            m_fileOffsetStart = m_fileOffsetEnd;
+            m_fileOffsetEnd += bytesRead;
+            m_bufferStart = m_buffer.get();
+            m_pos = m_bufferStart;
+            m_bufferEnd = m_bufferStart + bytesRead;
+        }
+    }
+}
+
+void Indexer::UpdateTimeline(SequenceDescriptor& sd)
+{
+    assert(!m_chunks.empty());
+    ChunkDescriptor* chunk = &m_chunks.back();
+    if (chunk->m_byteSize > 0 && (chunk->m_byteSize + sd.m_byteSize) > m_maxChunkSize)
+    {
+        m_chunks.push_back({});
+        chunk = &m_chunks.back();
+        chunk->m_id = m_chunks.size() - 1;
+        chunk->m_timelineOffset = m_timeline.size();
+    }
+    chunk->m_byteSize += sd.m_byteSize;
+    chunk->m_numSequences++;
+    sd.m_chunkId = chunk->m_id;
+
+    m_timeline.push_back(sd);
+}
+
+IndexPtr Indexer::BuildFromLines()
+{
+    assert(m_pos == m_bufferStart);
+    m_skipSequenceIds = true;
+    size_t lines = 0;
+    int64_t offset = GetFileOffset();
+    while (!m_done)
+    {
+        m_pos = (char*)memchr(m_pos, ROW_DELIMITER, m_bufferEnd - m_pos);
+        if (m_pos)
+        {
+            SequenceDescriptor sd = {};
+            sd.m_id = lines;
+            sd.m_numberOfSamples = 1;
+            sd.m_isValid = true;
+            sd.m_fileOffsetBytes = offset;
+            offset = GetFileOffset() + 1;
+            sd.m_byteSize = offset - sd.m_fileOffsetBytes;
+            // TODO: ignore empty lines.
+            UpdateTimeline(sd);
+            ++m_pos;
+            ++lines;
+        }
+        else
+        {
+            RefillBuffer();
+        }
+    }
+
+    return make_shared<Index>(
+        !m_skipSequenceIds,
+        std::move(m_timeline),
+        std::move(m_chunks));
+}
+
+
+IndexPtr Indexer::Build()
+{
+    RefillBuffer(); // read the first block of data
+    if (m_done)
+    {
+        RuntimeError("Input file is empty");
+    }
+
+    if ((m_bufferEnd - m_bufferStart > 3) &&
+        (m_bufferStart[0] == '\xEF' && m_bufferStart[1] == '\xBB' && m_bufferStart[2] == '\xBF'))
+    {
+        // input file contains UTF-8 BOM value, skip it.
+        m_pos += 3;
+        m_fileOffsetStart += 3;
+        m_bufferStart += 3;
+    }
+
+    // check the first byte and decide what to do next
+    if (m_skipSequenceIds || m_bufferStart[0] == NAME_PREFIX)
+    {
+        // skip sequence id parsing, treat lines as individual sequences
+        return BuildFromLines();
+    }
+
+    size_t id = 0;
+    int64_t offset = GetFileOffset();
+    // read the very first sequence id
+    if (!GetNextSequenceId(id))
+    {
+        RuntimeError("Expected a sequence id at the offset %" PRIi64 ", none was found.", offset);
+    }
+
+    SequenceDescriptor sd = {};
+    sd.m_id = id;
+    sd.m_fileOffsetBytes = offset;
+    sd.m_isValid = true;
+
+    while (!m_done)
+    {
+        SkipLine(); // ignore whatever is left on this line.
+        offset = GetFileOffset(); // a new line starts at this offset;
+        sd.m_numberOfSamples++;
+
+        if (!m_done && GetNextSequenceId(id) && id != sd.m_id)
+        {
+            // found a new sequence, which starts at the [offset] bytes into the file
+            sd.m_byteSize = offset - sd.m_fileOffsetBytes;
+            UpdateTimeline(sd);
+            sd = {};
+            sd.m_id = id;
+            sd.m_fileOffsetBytes = offset;
+            sd.m_isValid = true;
+        }
+    }
+
+    // calculate the byte size for the last sequence
+    sd.m_byteSize = m_fileOffsetEnd - sd.m_fileOffsetBytes;
+    UpdateTimeline(sd);
+
+    return make_shared<Index>(
+        !m_skipSequenceIds,
+        std::move(m_timeline), // TODO: shrink_to_fit?
+        std::move(m_chunks));
+}
+
+
+void Indexer::SkipLine()
+{
+    while (!m_done)
+    {
+        m_pos = (char*)memchr(m_pos, ROW_DELIMITER, m_bufferEnd - m_pos);
+        if (m_pos)
+        {
+            //found a new-line character
+            if (++m_pos == m_bufferEnd)
+            {
+                RefillBuffer();
+            }
+            return;
+        }
+        RefillBuffer();
+    }
+}
+
+bool Indexer::GetNextSequenceId(size_t& id)
+{
+    bool found = false;
+    id = 0;
+    while (!m_done)
+    {
+        while (m_pos != m_bufferEnd)
+        {
+            char c = *m_pos;
+            // a well-formed sequence id must end in either a column delimiter 
+            // or a name prefix
+            if (c == COLUMN_DELIMITER || c == NAME_PREFIX)
+            {
+                return found;
+            }
+
+            if (!isdigit(c))
+            {
+                // TODO: ignore malformed sequences
+                RuntimeError("Unexpected character('%c')"
+                    " while reading a sequence id"
+                    " at the offset = %" PRIi64 "\n", c, GetFileOffset());
+            }
+
+            found |= true;
+            size_t temp = id;
+            id = id * 10 + (c - '0');
+            if (temp > id)
+            {
+                // TODO: ignore malformed sequences
+                RuntimeError("Size_t overflow while reading a sequence id"
+                    " at the offset = %" PRIi64 "\n", GetFileOffset());
+            }
+            ++m_pos;
+        }
+        RefillBuffer();
+    }
+
+    // TODO: ignore malformed sequences
+    // reached EOF without hitting the pipe character.
+    RuntimeError("Reached the end of file "
+        " while reading a sequence id"
+        " at the offset = %" PRIi64 "\n", GetFileOffset());
+}
+
+}}}
--- a/Source/Readers/CNTKTextFormatReader/Indexer.h
+++ b/Source/Readers/CNTKTextFormatReader/Indexer.h
@ -0,0 +1,77 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+
+#pragma once
+
+#include <stdint.h>
+#include <vector>
+#include "Descriptors.h"
+
+namespace Microsoft { namespace MSR { namespace CNTK {
+
+// A helper class that does a pass over the input file building up
+// an index consisting of sequence and chunk descriptors (which among 
+// others specify size and file offset of the respective structure).
+// As opposed to the data deserializer, indexer performs almost no parsing 
+// and therefore is several magnitudes faster.
+class Indexer 
+{
+public:
+    Indexer(FILE* file, bool skipSequenceIds, size_t chunkSize = 32 * 1024 * 1024);
+
+    // Reads the input file building an index of sequence metadata.
+    IndexPtr Build();
+
+private:
+    FILE* m_file;
+
+    int64_t m_fileOffsetStart;
+    int64_t m_fileOffsetEnd;
+
+    unique_ptr<char[]> m_buffer;
+    const char* m_bufferStart;
+    const char* m_bufferEnd;
+    const char* m_pos; // buffer index
+
+    bool m_done; // true, when all input was processed
+
+    bool m_skipSequenceIds; // true, when input contains one sequence per line 
+                            // and sequence id column can be skipped.
+
+    const size_t m_maxChunkSize; // maximum permitted chunk size;
+
+    std::vector<SequenceDescriptor> m_timeline; // a collection of sequence descriptors
+    std::vector<ChunkDescriptor> m_chunks; // a collection of chunk descriptors
+
+    // Assigns an appropriate chunk id to the sequence descriptor,
+    // ensures that chunks do not exceed the maximum allowed size
+    // (except when a sequence size is greater than the maximum chunk size)
+    void UpdateTimeline(SequenceDescriptor& sd);
+
+    // fills up the buffer with data from file, all previously buffered data
+    // will be overwritten.
+    void RefillBuffer();
+
+    // Moves the buffer position to the beginning of the next line.
+    void SkipLine();
+
+    // Reads the line until the next pipe character, parsing numerical characters into a sequence id.
+    // Throws an exception if a non-numerical is read until the pipe character or 
+    // EOF is reached without hitting the pipe character.
+    // Returns false if no numerical characters are found preceding the pipe.
+    // Otherwise, writes sequence id value to the provided reference, returns true.
+    bool GetNextSequenceId(size_t& id);
+
+    // Builds timeline, treating each line as an individual sequence.
+    // Does not do any sequence parsing, instead uses line number as the corresponding sequence id.
+    IndexPtr BuildFromLines();
+
+    // Returns current offset in the input file (in bytes). 
+    int64_t Indexer::GetFileOffset() const { return m_fileOffsetStart + (m_pos - m_bufferStart); }
+
+    DISABLE_COPY_AND_MOVE(Indexer);
+};
+
+}}}
--- a/Source/Readers/CNTKTextFormatReader/TextConfigHelper.cpp
+++ b/Source/Readers/CNTKTextFormatReader/TextConfigHelper.cpp
@ -0,0 +1,130 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+
+#include "stdafx.h"
+#include "TextConfigHelper.h"
+#include "StringUtil.h"
+
+using std::string;
+using std::wstring;
+using std::pair;
+using std::vector;
+using std::map;
+
+namespace Microsoft { namespace MSR { namespace CNTK {
+
+TextConfigHelper::TextConfigHelper(const ConfigParameters& config)
+{
+    if (!config.ExistsCurrent(L"input"))
+    {
+        RuntimeError("CNTKTextFormatReader configuration does not contain input section");
+    }
+
+    const ConfigParameters& input = config(L"input");
+    
+    if (input.empty())
+    {
+        RuntimeError("CNTKTextFormatReader configuration contains an empty input section");
+    }
+
+    string precision = config.Find("precision", "float");
+    if (AreEqualIgnoreCase(precision, "double"))
+    {
+        m_elementType = ElementType::tdouble;
+    }
+    else if (AreEqualIgnoreCase(precision, "float"))
+    {
+        m_elementType = ElementType::tfloat;
+    }
+    else
+    {
+        RuntimeError("Not supported precision '%s'. Expected 'double' or 'float'.", precision.c_str());
+    }
+
+    StreamId id = 0;
+    map<string, wstring> aliasToInputMap;
+    for (const pair<string, ConfigParameters>& section : input)
+    {
+        ConfigParameters input = section.second;
+        wstring name = msra::strfun::utf16(section.first);
+
+        if (!input.ExistsCurrent(L"dim") || !input.ExistsCurrent(L"format"))
+        {
+            RuntimeError("Input section for input '%ls' does not specify all the required parameters, "
+                "\"dim\" and \"format\".", name.c_str());
+        }
+
+        StreamDescriptor stream;
+        stream.m_id = id++;
+        stream.m_name = name;
+        stream.m_sampleDimension = input(L"dim");
+        string type = input(L"format");
+
+        if (AreEqualIgnoreCase(type, "dense"))
+        {
+            stream.m_storageType = StorageType::dense;
+        }
+        else if (AreEqualIgnoreCase(type, "sparse"))
+        {
+            stream.m_storageType = StorageType::sparse_csc;
+        }
+        else
+        {
+            RuntimeError("'format' parameter must be set either to 'dense' or 'sparse'");
+        }
+
+        // alias is optional
+        if (input.ExistsCurrent(L"alias"))
+        {
+            stream.m_alias = input(L"alias");
+            if (stream.m_alias.empty())
+            {
+                RuntimeError("Alias value for input '%ls' is empty", name.c_str());
+            }
+        }
+        else
+        {
+            stream.m_alias = section.first;
+        }
+
+        if (aliasToInputMap.find(stream.m_alias) != aliasToInputMap.end())
+        {
+            RuntimeError("Alias %s is already mapped to input %ls.",
+                stream.m_alias.c_str(), aliasToInputMap[stream.m_alias].c_str());
+        }
+        else
+        {
+            aliasToInputMap[stream.m_alias] = stream.m_name;
+        }
+
+        stream.m_elementType = m_elementType;
+        m_streams.push_back(stream);
+    }
+
+    m_filepath = msra::strfun::utf16(config(L"file"));
+
+    string rand = config(L"randomize", "auto");
+
+    if (AreEqualIgnoreCase(rand, "auto"))
+    {
+        m_randomize = true;
+    }
+    else if (AreEqualIgnoreCase(rand, "none"))
+    {
+        m_randomize = false;
+    }
+    else
+    {
+        RuntimeError("'randomize' parameter must be set to 'auto' or 'none'");
+    }
+
+    m_skipSequenceIds = config(L"skipSequenceIds", false);
+    m_maxErrors = config(L"maxErrors", 0);
+    m_traceLevel = config(L"traceLevel", 0);
+    m_chunkSizeBytes = config(L"chunkSizeInBytes", 32 * 1024 * 1024); // 32 MB by default
+    m_chunkCacheSize = config(L"numChunksToCache", 32); // 32 * 32 MB = 1 GB of memory in total
+}
+
+}}}
--- a/Source/Readers/CNTKTextFormatReader/TextConfigHelper.h
+++ b/Source/Readers/CNTKTextFormatReader/TextConfigHelper.h
@ -0,0 +1,56 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+
+#pragma once
+
+#include <string>
+#include <vector>
+#include "Config.h"
+#include "Descriptors.h"
+
+namespace Microsoft { namespace MSR { namespace CNTK {
+
+// A helper class for text specific parameters.
+// A simple wrapper around CNTK ConfigParameters.
+class TextConfigHelper
+{
+public:
+    explicit TextConfigHelper(const ConfigParameters& config);
+
+    // Get all input streams that are specified in the configuration.
+    const vector<StreamDescriptor>& GetStreams() const { return m_streams; }
+
+    // Get full path to the input file.
+    const wstring& GetFilePath() const { return m_filepath; }
+
+    bool ShouldRandomize() const { return m_randomize; }
+
+    bool ShouldSkipSequenceIds() const { return m_skipSequenceIds; }
+
+    unsigned int GetMaxAllowedErrors() const { return m_maxErrors; }
+
+    unsigned int GetTraceLevel() const { return m_traceLevel; }
+
+    size_t GetChunkSize() const { return m_chunkSizeBytes; }
+
+    unsigned int GetNumChunksToCache() const { return m_chunkCacheSize; }
+
+    ElementType GetElementType() const { return m_elementType; }
+
+    DISABLE_COPY_AND_MOVE(TextConfigHelper);
+
+private:
+    std::wstring m_filepath;
+    std::vector<StreamDescriptor> m_streams;
+    bool m_randomize;
+    ElementType m_elementType;
+    bool m_skipSequenceIds;
+    unsigned int m_maxErrors;
+    unsigned int m_traceLevel;
+    size_t m_chunkSizeBytes; // chunks size in bytes
+    unsigned int m_chunkCacheSize; // number of chunks to keep in the memory
+};
+
+} } }
--- a/Source/Readers/CNTKTextFormatReader/TextParser.cpp
+++ b/Source/Readers/CNTKTextFormatReader/TextParser.cpp
--- a/Source/Readers/CNTKTextFormatReader/TextParser.h
+++ b/Source/Readers/CNTKTextFormatReader/TextParser.h
@ -0,0 +1,174 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+
+#pragma once
+
+#include "DataDeserializerBase.h"
+#include "Descriptors.h"
+#include "TextConfigHelper.h"
+
+namespace Microsoft { namespace MSR { namespace CNTK {
+
+class CNTKTextFormatReaderTestRunner;
+
+// TODO: more details when tracing warnings 
+// (e.g., buffer content around the char that triggered the warning)
+template <class ElemType>
+class TextParser : public DataDeserializerBase {
+public:
+    TextParser(const TextConfigHelper& helper);
+
+    ~TextParser();
+
+    // Builds an index of the input data.
+    void Initialize();
+
+    // Description of streams that this data deserializer provides.
+    std::vector<StreamDescriptionPtr> GetStreamDescriptions() const override;
+
+    // Retrieves a chunk of data.
+    ChunkPtr GetChunk(size_t chunkId) override;
+
+    // Retrieves total number of chunks this deserializer can produce.
+    size_t GetTotalNumberOfChunks() override;
+protected:
+    void FillSequenceDescriptions(SequenceDescriptions& timeline) const override;
+
+private:
+    // A buffer to keep data for all samples in a (variable length) sequence 
+    // from a single input stream.
+    struct InputStreamBuffer
+    {
+        virtual ~InputStreamBuffer() {};
+
+        size_t m_numberOfSamples = 0;
+        std::vector<ElemType> m_buffer;
+    };
+
+    struct DenseInputStreamBuffer : InputStreamBuffer
+    {
+        // capacity = expected number of samples * sample size
+        DenseInputStreamBuffer(size_t capacity)
+        {
+            InputStreamBuffer::m_buffer.reserve(capacity);
+        }
+    };
+
+    // In case of sparse input, we also need a vector of 
+    // indices (one index for each input value) and a vector 
+    // of NNZ counts (one for each sample).
+    struct SparseInputStreamBuffer : InputStreamBuffer
+    {
+        std::vector<size_t> m_indices;
+        std::vector<size_t> m_nnzCounts;
+    };
+
+    // A sequence buffer is a vector that contains an input buffer for each input stream.
+    typedef std::vector<std::unique_ptr<InputStreamBuffer>> SequenceBuffer;
+
+    // A chunk of input data in the text format.
+    class TextDataChunk;
+    
+    typedef std::shared_ptr<TextDataChunk> TextChunkPtr;
+
+    enum TraceLevel 
+    {
+        Error = 0,
+        Warning = 1,
+        Info = 2
+    };
+
+    const std::wstring m_filename;
+    FILE* m_file;
+
+    // An internal structure to assist with copying from input stream buffers into
+    // into sequence data in a proper format.
+    struct StreamInfo;
+    std::vector<StreamInfo> m_streamInfos;
+
+    size_t m_maxAliasLength;
+    std::map<std::string, size_t> m_aliasToIdMap;
+
+    IndexPtr m_index;
+
+    int64_t m_fileOffsetStart;
+    int64_t m_fileOffsetEnd;
+
+    // TODO: not DRY (same in the Indexer), needs refactoring
+    unique_ptr<char[]> m_buffer;
+    const char* m_bufferStart;
+    const char* m_bufferEnd;
+    const char* m_pos; // buffer index
+
+    unique_ptr<char[]> m_scratch; // local buffer for string parsing
+
+    size_t m_chunkSizeBytes;
+    unsigned int m_chunkCacheSize; // number of chunks to keep in the memory
+    unsigned int m_traceLevel;
+    unsigned int m_numAllowedErrors;
+    bool m_skipSequenceIds;
+    
+    // All streams this reader provides.
+    std::vector<StreamDescriptionPtr> m_streams;
+
+    // A map of currently loaded chunks
+    // TODO: remove caching once partial randomization is in master.
+    std::map<size_t, TextChunkPtr> m_chunkCache;
+
+    // throws runtime exception when number of parsing errors is 
+    // greater than the specified threshold
+    void IncrementNumberOfErrorsOrDie();
+
+    void SetFileOffset(int64_t position);
+
+    void SkipToNextValue(size_t& bytesToRead);
+    void SkipToNextInput(size_t& bytesToRead);
+
+    bool RefillBuffer();
+
+    int64_t GetFileOffset() const { return m_fileOffsetStart + (m_pos - m_bufferStart); }
+
+    // Reads an alias/name and converts it to an internal stream id (= stream index).
+    bool GetInputId(size_t& id, size_t& bytesToRead);
+
+    bool ReadRealNumber(ElemType& value, size_t& bytesToRead);
+
+    bool ReadUint64(size_t& value, size_t& bytesToRead);
+
+    // Reads dense sample values into the provided vector.
+    bool ReadDenseSample(std::vector<ElemType>& values, size_t sampleSize, size_t& bytesToRead);
+
+    // Reads sparse sample values and corresponging indices into the provided vectors.
+    bool ReadSparseSample(std::vector<ElemType>& values, std::vector<size_t>& indices, size_t& bytesToRead);
+
+    // Reads one whole row (terminated by a row delimiter) of samples
+    bool ReadRow(SequenceBuffer& sequence, size_t& bytesToRead);
+
+    // Returns true if there's still data available.
+    bool inline CanRead() { return m_pos != m_bufferEnd || RefillBuffer(); }
+
+    // Given a descriptor, retrieves the data for the corresponging sequence from the file.
+    SequenceBuffer LoadSequence(bool verifyId, const SequenceDescriptor& descriptor);
+
+    // Given a descriptor, retrieves the data for the corresponging chunk from the file.
+    void LoadChunk(TextChunkPtr& chunk, const ChunkDescriptor& descriptor);
+
+    TextParser(const std::wstring& filename, const vector<StreamDescriptor>& streams);
+
+    void SetTraceLevel(unsigned int traceLevel);
+
+    void SetMaxAllowedErrors(unsigned int maxErrors);
+
+    void SetSkipSequenceIds(bool skip);
+
+    void SetChunkSize(size_t size);
+
+    void SetChunkCacheSize(unsigned int size);
+
+    friend class CNTKTextFormatReaderTestRunner;
+
+    DISABLE_COPY_AND_MOVE(TextParser);
+};
+}}}
--- a/Source/Readers/CNTKTextFormatReader/TextReaderConstants.h
+++ b/Source/Readers/CNTKTextFormatReader/TextReaderConstants.h
@ -0,0 +1,19 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+
+#pragma once
+
+namespace Microsoft { namespace MSR { namespace CNTK {
+
+    const char COLUMN_DELIMITER = '\t';
+    const char NAME_PREFIX = '|';
+    const char VALUE_DELIMITER = ' ';
+    const char INDEX_DELIMITER = ':';
+    const char ROW_DELIMITER = '\n';
+    const char CARRIAGE_RETURN = '\r';
+
+    const auto BUFFER_SIZE = 256 * 1024;
+
+}}}
--- a/Source/Readers/CNTKTextFormatReader/dllmain.cpp
+++ b/Source/Readers/CNTKTextFormatReader/dllmain.cpp
@ -0,0 +1,12 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+// dllmain.cpp : Defines the entry point for the DLL application.
+//
+#include "stdafx.h"
+
+BOOL APIENTRY DllMain(HMODULE /*hModule*/, DWORD /*ul_reason_for_call*/, LPVOID /*lpReserved*/)
+{
+    return TRUE;
+}
--- a/Source/Readers/CNTKTextFormatReader/stdafx.cpp
+++ b/Source/Readers/CNTKTextFormatReader/stdafx.cpp
@ -0,0 +1,13 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+// stdafx.cpp : source file that includes just the standard includes
+// ParseNumber.pch will be the pre-compiled header
+// stdafx.obj will contain the pre-compiled type information
+//
+
+#include "stdafx.h"
+
+// TODO: reference any additional headers you need in STDAFX.H
+// and not in this file
--- a/Source/Readers/CNTKTextFormatReader/stdafx.h
+++ b/Source/Readers/CNTKTextFormatReader/stdafx.h
@ -0,0 +1,21 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+// stdafx.h : include file for standard system include files,
+// or project specific include files that are used frequently, but
+// are changed infrequently
+//
+
+#pragma once
+
+#include "Platform.h"
+#define _CRT_SECURE_NO_WARNINGS // "secure" CRT not available on all platforms
+#include "targetver.h"
+#ifdef __WINDOWS__
+#include "windows.h"
+#endif
+#include <stdio.h>
+#include <math.h>
+
+// TODO: reference additional headers your program requires here
--- a/Source/Readers/CNTKTextFormatReader/targetver.h
+++ b/Source/Readers/CNTKTextFormatReader/targetver.h
@ -0,0 +1,14 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+
+#pragma once
+
+// Including SDKDDKVer.h defines the highest available Windows platform.
+
+// If you wish to build your application for a previous Windows platform, include WinSDKVer.h and
+// set the _WIN32_WINNT macro to the platform you wish to support before including SDKDDKVer.h.
+#ifdef __WINDOWS__
+#include <SDKDDKVer.h>
+#endif
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/Data/SimpleDataTrain.txt
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/Data/SimpleDataTrain.txt
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/baseline.cpu.txt
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/baseline.cpu.txt
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/baseline.gpu.txt
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/baseline.gpu.txt
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/baseline.windows.cpu.txt
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/baseline.windows.cpu.txt
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/baseline.windows.gpu.txt
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/baseline.windows.gpu.txt
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/run-test
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/run-test
@ -0,0 +1,17 @@
+#!/bin/bash
+
+. $TEST_ROOT_DIR/run-test-common
+
+ConfigDir=$TEST_DIR/../..
+LogFileName=stderr
+Instances=4
+NumCPUThreads=$(threadsPerInstance $Instances)
+
+# cntkmpirun <MPI args> <CNTK config file name> <additional CNTK args>
+cntkmpirun "-n $Instances" SimpleMultiGPU.cntk "numCPUThreads=$NumCPUThreads precision=double SimpleMultiGPU=[SGD=[ParallelTrain=[DataParallelSGD=[gradientBits=64]]]]"
+ExitCode=$?
+sed 's/^/MPI Rank 0: /' $TEST_RUN_DIR/"$LogFileName"_SimpleMultiGPU.logrank0
+sed 's/^/MPI Rank 1: /' $TEST_RUN_DIR/"$LogFileName"_SimpleMultiGPU.logrank1
+sed 's/^/MPI Rank 2: /' $TEST_RUN_DIR/"$LogFileName"_SimpleMultiGPU.logrank2
+sed 's/^/MPI Rank 3: /' $TEST_RUN_DIR/"$LogFileName"_SimpleMultiGPU.logrank3
+exit $ExitCode
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/testcases.yml
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/DoublePrecision/testcases.yml
@ -0,0 +1,40 @@
+dataDir: ../../Data
+tags:
+     # running on every BVT job in 'P' (Parallel) leg in Debug-GPU and Release-CPU configurations:
+     # Also skipping Release-CPU on linux to save time (for now due to unknown reason it runs much longer comparing to windows)
+     - bvt-p  ((build_sku == 'gpu') or (build_sku == '1bitsgd')) and ((flavor=='debug') ^ (device=='cpu')) and not (os=='linux' and device=='cpu')
+     # running unconditionally on every Nightly job in 'P' leg
+     - nightly-p ((build_sku == 'gpu') or (build_sku == '1bitsgd'))
+
+testCases:
+  Must train epochs in exactly same order and parameters for each MPI Rank:
+    patterns:
+      - ^MPI Rank {{integer}}
+      - Starting Epoch {{integer}}
+      - learning rate per sample = {{float}}
+      - momentum = {{float,tolerance=0.01%}}
+
+  Epochs must be finished with expected results for each MPI Rank:
+    patterns:
+      - ^MPI Rank {{integer}}
+      - Finished Epoch[{{integer}} of {{integer}}]
+      - TrainLossPerSample = {{float,tolerance=0%}}
+      - EvalErrPerSample = {{float,tolerance=0%}}
+      - AvgLearningRatePerSample = {{float,tolerance=0.001%}}
+
+  Per-minibatch training results must match for each MPI Rank:
+    patterns:
+      - ^MPI Rank {{integer}}
+      - Epoch[{{integer}} of {{integer}}]-Minibatch[{{integer}}-{{integer}}
+      - SamplesSeen = {{integer}}
+      - TrainLossPerSample = {{float,tolerance=0%}}
+      - EvalErr[0]PerSample = {{float,tolerance=0%}}
+
+  DataParallelSGD training parameters must match for each MPI Rank:
+    patterns:
+      - ^MPI Rank {{integer}}
+      - Starting minibatch loop
+      - DataParallelSGD training
+      - MyRank = {{integer}}
+      - NumNodes = 4
+      - NumGradientBits = 64
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/baseline.cpu.txt
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/baseline.cpu.txt
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/baseline.gpu.txt
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/baseline.gpu.txt
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/baseline.windows.cpu.txt
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/baseline.windows.cpu.txt
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/baseline.windows.gpu.txt
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/baseline.windows.gpu.txt
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/run-test
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/run-test
@ -0,0 +1,17 @@
+#!/bin/bash
+
+. $TEST_ROOT_DIR/run-test-common
+
+ConfigDir=$TEST_DIR/../..
+LogFileName=stderr
+Instances=4
+NumCPUThreads=$(threadsPerInstance $Instances)
+
+# cntkmpirun <MPI args> <CNTK config file name> <additional CNTK args>
+cntkmpirun "-n $Instances" SimpleMultiGPU.cntk "numCPUThreads=$NumCPUThreads precision=float SimpleMultiGPU=[SGD=[ParallelTrain=[DataParallelSGD=[gradientBits=32]]]]"
+ExitCode=$?
+sed 's/^/MPI Rank 0: /' $TEST_RUN_DIR/"$LogFileName"_SimpleMultiGPU.logrank0
+sed 's/^/MPI Rank 1: /' $TEST_RUN_DIR/"$LogFileName"_SimpleMultiGPU.logrank1
+sed 's/^/MPI Rank 2: /' $TEST_RUN_DIR/"$LogFileName"_SimpleMultiGPU.logrank2
+sed 's/^/MPI Rank 3: /' $TEST_RUN_DIR/"$LogFileName"_SimpleMultiGPU.logrank3
+exit $ExitCode
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/testcases.yml
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/NoQuantization/SinglePrecision/testcases.yml
@ -0,0 +1,40 @@
+dataDir: ../../Data
+
+tags:
+     # running on every BVT job in 'P' (Parallel) leg in Debug-GPU and Release-CPU configurations:
+     - bvt-p  ((build_sku == 'gpu') or (build_sku == '1bitsgd')) and ((flavor=='debug') ^ (device=='cpu'))
+     # running unconditionally on every Nightly job in 'P' leg
+     - nightly-p ((build_sku == 'gpu') or (build_sku == '1bitsgd'))
+
+testCases:
+  Must train epochs in exactly same order and parameters for each MPI Rank:
+    patterns:
+      - ^MPI Rank {{integer}}
+      - Starting Epoch {{integer}}
+      - learning rate per sample = {{float}}
+      - momentum = {{float,tolerance=0.01%}}
+
+  Epochs must be finished with expected results for each MPI Rank:
+    patterns:
+      - ^MPI Rank {{integer}}
+      - Finished Epoch[{{integer}} of {{integer}}]
+      - TrainLossPerSample = {{float,tolerance=0.01%}}
+      - EvalErrPerSample = {{float,tolerance=0.01%}}
+      - AvgLearningRatePerSample = {{float,tolerance=0.001%}}
+
+  Per-minibatch training results must match for each MPI Rank:
+    patterns:
+      - ^MPI Rank {{integer}}
+      - Epoch[{{integer}} of {{integer}}]-Minibatch[{{integer}}-{{integer}}
+      - SamplesSeen = {{integer}}
+      - TrainLossPerSample = {{float,tolerance=0.01%}}
+      - EvalErr[0]PerSample = {{float,tolerance=0.01%}}
+
+  DataParallelSGD training parameters must match for each MPI Rank:
+    patterns:
+      - ^MPI Rank {{integer}}
+      - Starting minibatch loop
+      - DataParallelSGD training
+      - MyRank = {{integer}}
+      - NumNodes = 4
+      - NumGradientBits = 32
--- a/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/SimpleMultiGPU.cntk
+++ b/Tests/EndToEndTests/CNTKTextFormatReader/ParallelTraining/SimpleMultiGPU.cntk
@ -0,0 +1,67 @@
+deviceId = $DeviceId$
+command = SimpleMultiGPU
+precision = "float"
+
+parallelTrain = true
+
+# TODO: This name should be lowercase (cameCase), but that will break the reference filename in Jenkins on Linux
+SimpleMultiGPU = [
+    action = "train"
+    modelPath = "$RunDir$/models/Simple.dnn"
+    #deviceId = $DeviceId$
+    traceLevel = 1
+
+    SimpleNetworkBuilder = [
+        # 2 input, 2 50-element hidden, 2 output
+        layerSizes = 2:50*2:2
+        trainingCriterion = "CrossEntropyWithSoftmax"
+        evalCriterion = "ErrorPrediction"
+        layerTypes = "Sigmoid"
+        initValueScale = 1.0
+        applyMeanVarNorm = true
+        uniformInit = true
+        needPrior = true
+    ]
+
+    SGD = [
+        epochSize = 0 
+        minibatchSize = 25
+        learningRatesPerMB = 0.5:0.2*20:0.1
+        momentumPerMB = 0.9
+        dropoutRate = 0.0
+        maxEpochs = 4
+
+        ParallelTrain = [
+	    distributedMBReading = true
+            parallelizationMethod = "DataParallelSGD"
+            DataParallelSGD = [
+                gradientBits = 1
+                #useBufferedAsyncGradientAggregation = true
+            ]
+        ]
+    ]
+  
+    # Parameter values for the reader
+    reader = [
+        # reader to use
+        readerType = "CNTKTextFormatReader"
+        file = "$DataDir$/SimpleDataTrain.txt"
+
+        miniBatchMode = "partial"
+        randomize = "none"
+        traceLevel = 1   
+	input = [
+        features = [
+	    alias = "F"
+            dim = 2
+            format = "dense"
+        ]
+
+        labels = [
+            alias = "L"
+            dim = 2        # One label dimension
+	    format = "dense"
+        ]
+	]
+    ]
+]
--- a/Tests/UnitTests/ReaderTests/CNTKTextFormatReaderTests.cpp
+++ b/Tests/UnitTests/ReaderTests/CNTKTextFormatReaderTests.cpp
@ -0,0 +1,160 @@
+//
+// Copyright (c) Microsoft. All rights reserved.
+// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
+//
+#include "stdafx.h"
+
+using namespace Microsoft::MSR::CNTK;
+
+namespace Microsoft { namespace MSR { namespace CNTK { namespace Test {
+
+struct CNTKTextFormatReaderFixture : ReaderFixture
+{
+    CNTKTextFormatReaderFixture()
+        : ReaderFixture("/Data")
+    {
+    }
+};
+
+BOOST_FIXTURE_TEST_SUITE(ReaderTestSuite, CNTKTextFormatReaderFixture)
+
+BOOST_AUTO_TEST_CASE(CNTKTextFormatReaderSimple)
+{
+    HelperRunReaderTest<float>(
+        testDataPath() + "/Config/CNTKTextFormatReaderSimple_Config.cntk",
+        testDataPath() + "/Control/CNTKTextFormatReaderSimple_Control.txt",
+        testDataPath() + "/Control/CNTKTextFormatReaderSimple_Output.txt",
+        "Simple_Test",
+        "reader",
+        1000, // epoch size
+        250,  // mb size
+        10,   // num epochs
+        1,
+        1,
+        0,
+        1);
+};
+
+
+BOOST_AUTO_TEST_CASE(CNTKTextFormatReaderMNIST)
+{
+    HelperRunReaderTest<double>(
+        testDataPath() + "/Config/CNTKTextFormatReaderMNIST_Config.cntk",
+        testDataPath() + "/Control/CNTKTextFormatReaderMNIST_Control.txt",
+        testDataPath() + "/Control/CNTKTextFormatReaderMNIST_Output.txt",
+        "MNIST_Test",
+        "reader",
+        1000, // epoch size
+        1000,  // mb size
+        1,   // num epochs
+        1,
+        1,
+        0,
+        1);
+};
+
+BOOST_AUTO_TEST_CASE(CNTKTextFormatReader1x1_1)
+{
+    HelperRunReaderTest<double>(
+        testDataPath() + "/Config/CNTKTextFormatReader1x1_Config.cntk",
+        testDataPath() + "/Control/CNTKTextFormatReader1x1_1_Control.txt",
+        testDataPath() + "/Control/CNTKTextFormatReader1x1_1_Output.txt",
+        "1x1_Test",
+        "reader",
+        1, // epoch size
+        1,  // mb size
+        1,  // num epochs
+        1,
+        0, // no labels
+        0,
+        1);
+};
+
+BOOST_AUTO_TEST_CASE(CNTKTextFormatReader1x1_2)
+{
+    HelperRunReaderTest<double>(
+        testDataPath() + "/Config/CNTKTextFormatReader1x1_Config.cntk",
+        testDataPath() + "/Control/CNTKTextFormatReader1x1_2_Control.txt",
+        testDataPath() + "/Control/CNTKTextFormatReader1x1_2_Output.txt",
+        "1x1_Test",
+        "reader",
+        2, // epoch size
+        1,  // mb size
+        3,  // num epochs
+        1,
+        0, // no labels
+        0,
+        1);
+};
+
+BOOST_AUTO_TEST_CASE(CNTKTextFormatReader1x100_1)
+{
+    HelperRunReaderTest<double>(
+        testDataPath() + "/Config/CNTKTextFormatReader1x100_Config.cntk",
+        testDataPath() + "/Control/CNTKTextFormatReader1x100_1_Control.txt",
+        testDataPath() + "/Control/CNTKTextFormatReader1x100_1_Output.txt",
+        "1x100_Test",
+        "reader",
+        10, // epoch size
+        1,  // mb size
+        10,  // num epochs
+        1,
+        1,
+        0,
+        1);
+};
+
+BOOST_AUTO_TEST_CASE(CNTKTextFormatReader1x10_MI_2)
+{
+    HelperRunReaderTest<float>(
+        testDataPath() + "/Config/CNTKTextFormatReader1x10_MI_Config.cntk",
+        testDataPath() + "/Control/CNTKTextFormatReader1x10_MI_2_Control.txt",
+        testDataPath() + "/Control/CNTKTextFormatReader1x10_MI_2_Output.txt",
+        "1x10_MI_Test",
+        "reader",
+        7, // epoch size
+        3, // mb size
+        3, // num epochs
+        4, // num feature inputs
+        3, // num label inputs
+        0,
+        1);
+};
+
+BOOST_AUTO_TEST_CASE(CNTKTextFormatReader1x100_2)
+{
+    HelperRunReaderTest<double>(
+        testDataPath() + "/Config/CNTKTextFormatReader1x100_Config.cntk",
+        testDataPath() + "/Control/CNTKTextFormatReader1x100_2_Control.txt",
+        testDataPath() + "/Control/CNTKTextFormatReader1x100_2_Output.txt",
+        "1x100_Test",
+        "reader",
+        5, // epoch size
+        3,  // mb size
+        4,  // num epochs
+        1,
+        1,
+        0,
+        1);
+};
+
+BOOST_AUTO_TEST_CASE(CNTKTextFormatReader1x10_MI_1)
+{
+    HelperRunReaderTest<float>(
+        testDataPath() + "/Config/CNTKTextFormatReader1x10_MI_Config.cntk",
+        testDataPath() + "/Control/CNTKTextFormatReader1x10_MI_1_Control.txt",
+        testDataPath() + "/Control/CNTKTextFormatReader1x10_MI_1_Output.txt",
+        "1x10_MI_Test",
+        "reader",
+        10, // epoch size
+        1, // mb size
+        3, // num epochs
+        4, // num feature inputs
+        3, // num label inputs
+        0,
+        1);
+};
+
+BOOST_AUTO_TEST_SUITE_END()
+
+} } } }
--- a/Tests/UnitTests/ReaderTests/Common/ReaderTestHelper.h
+++ b/Tests/UnitTests/ReaderTests/Common/ReaderTestHelper.h
@ -128,7 +128,7 @@ struct ReaderFixture

        for (auto j = 0; j < numItems; j++)
        {
-            outputFile << pItem[j] << (j % numRows ? "\n" : " ");
+            outputFile << pItem[j] << ((j + 1) % numRows == 0 ? "\n" : " ");
        }
    }

--- a/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReader1x100_Config.cntk
+++ b/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReader1x100_Config.cntk
@ -0,0 +1,52 @@
+RootDir = .
+ModelDir = "models"
+command = "1x100_Test"
+
+precision = "double"
+
+modelPath = "$ModelDir$/CNTKTextFormatReader1x100_Model.dnn"
+
+# deviceId = -1 for CPU, >= 0 for GPU devices
+deviceId = -1
+
+outputNodeNames = "ScaledLogLikelihood"
+traceLevel = 1
+
+#######################################
+#  CONFIG (1x100, Fixed LR)          #
+#######################################
+
+1x100_Test = [
+    # Parameter values for the reader
+    reader = [
+        # reader to use
+        readerType = "CNTKTextFormatReader"
+        # Training file contains the same sequence (with a single sample) 
+        # repeated 100 times. Also, it uses UTF-8 encoding and contains
+        # BOM value.
+        file = "$RootDir$/CNTKTextFormatReader1x100_Train.txt"
+
+        randomize = "auto"
+        
+        #maxErrors = 0 -- default value
+        traceLevel = 1
+        
+        chunkSizeInBytes = 10000 # ~ 3 full sequences (30 samples)
+        numChunksToCache = 5
+
+        input = [
+
+             features = [
+                alias = "F"
+                dim = 100
+                format = "dense"
+            ]
+            
+            labels = [
+                alias = "L"
+                dim = 100
+                format = "dense"
+            ]
+        ]
+    ]
+]
--- a/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReader1x10_MI_Config.cntk
+++ b/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReader1x10_MI_Config.cntk
@ -0,0 +1,77 @@
+RootDir = .
+ModelDir = "models"
+command = "1x10_MI_Test"
+
+precision = "float"
+
+modelPath = "$ModelDir$/CNTKTextFormatReader1x10_MI_Model.dnn"
+
+# deviceId = -1 for CPU, >= 0 for GPU devices
+deviceId = -1
+
+outputNodeNames = "ScaledLogLikelihood"
+traceLevel = 1
+
+#######################################
+#  CONFIG (1x10_MI, Fixed LR)          #
+#######################################
+
+1x10_MI_Test = [
+    # Parameter values for the reader
+    reader = [
+        # reader to use
+        readerType = "CNTKTextFormatReader"
+        # Training file contains the same sequence 
+        # (with a single per-input sample from a number of feature/label inputs) 
+        # repeated 10 times, 
+        file = "$RootDir$/CNTKTextFormatReader1x10_MI_Train.txt"
+
+        randomize = "auto"
+        
+        #maxErrors = 0 -- default value
+        traceLevel = 1
+        
+        chunkSizeInBytes = 50000 # ~ 1/2 input size
+        numChunksToCache = 1
+
+        input = [
+
+             features1 = [
+                alias = "F1"
+                dim = 1
+                format = "dense"
+            ]
+            features2 = [
+                alias = "F2"
+                dim = 10
+                format = "dense"
+            ]
+            features3 = [
+                alias = "F3"
+                dim = 100
+                format = "dense"
+            ]
+            features4 = [
+                alias = "F4"
+                dim = 1000
+                format = "dense"
+            ]
+            
+            labels1 = [
+                alias = "L1"
+                dim = 1
+                format = "dense"
+            ]
+            labels2 = [
+                alias = "L2"
+                dim = 10
+                format = "dense"
+            ]
+            labels3 = [
+                alias = "L3"
+                dim = 100
+                format = "dense"
+            ]
+        ]
+    ]
+]
--- a/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReader1x1_Config.cntk
+++ b/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReader1x1_Config.cntk
@ -0,0 +1,41 @@
+RootDir = .
+ModelDir = "models"
+command = "1x1_Test"
+
+precision = "double"
+
+modelPath = "$ModelDir$/CNTKTextFormatReader1x1_Model.dnn"
+
+# deviceId = -1 for CPU, >= 0 for GPU devices
+deviceId = -1
+
+outputNodeNames = "ScaledLogLikelihood"
+traceLevel = 1
+
+#######################################
+#  CONFIG (1x1, Fixed LR)             #
+#######################################
+
+1x1_Test = [
+    # Parameter values for the reader
+    reader = [
+        # reader to use
+        readerType = "CNTKTextFormatReader"
+        # Training file contains a single frame
+		# (a sequence with a single sample) 
+        file = "$RootDir$/CNTKTextFormatReader1x1_Train.txt"
+
+        randomize = "auto"
+        
+        #maxErrors = 0 -- default value
+        traceLevel = 1
+
+        input = [
+             features = [
+                alias = "F"
+                dim = 10000
+                format = "dense"
+            ]
+        ]
+    ]
+]
--- a/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReaderMNIST_Config.cntk
+++ b/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReaderMNIST_Config.cntk
@ -0,0 +1,49 @@
+RootDir = .
+ModelDir = "models"
+command = "MNIST_Test"
+
+precision = "double"
+
+modelPath = "$ModelDir$/CNTKTextFormatReaderMNIST_Model.dnn"
+
+# deviceId = -1 for CPU, >= 0 for GPU devices
+deviceId = -1
+
+outputNodeNames = "ScaledLogLikelihood"
+traceLevel = 1
+
+#######################################
+#  CONFIG (MNIST, Fixed LR)          #
+#######################################
+
+MNIST_Test = [
+    # Parameter values for the reader
+    reader = [
+        # reader to use
+        readerType = "CNTKTextFormatReader"
+        file = "$RootDir$/CNTKTextFormatReaderMNIST_Train.txt"
+
+        randomize = "none"
+        
+        #maxErrors = 0 -- default value
+        traceLevel = 1
+        
+        chunkSizeInBytes = 10000 # should be enough for ~ 10 samples.
+        numChunksToCache = 10
+
+        input = [
+
+             features = [
+                alias = "F"
+                dim = 784
+                format = "dense"
+            ]
+            
+            labels = [
+                alias = "L"
+                dim = 10
+                format = "dense"
+            ]
+        ]
+    ]
+]
--- a/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReaderMultiInput_Config.cntk
+++ b/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReaderMultiInput_Config.cntk
@ -0,0 +1,51 @@
+RootDir = .
+ModelDir = "models"
+command = "1x100_Test"
+
+precision = "double"
+
+modelPath = "$ModelDir$/CNTKTextFormatReader1x100_Model.dnn"
+
+# deviceId = -1 for CPU, >= 0 for GPU devices
+deviceId = -1
+
+outputNodeNames = "ScaledLogLikelihood"
+traceLevel = 1
+
+#######################################
+#  CONFIG (1x100, Fixed LR)          #
+#######################################
+
+1x100_Test = [
+    # Parameter values for the reader
+    reader = [
+        # reader to use
+        readerType = "CNTKTextFormatReader"
+        # Training file contains the same sequence (with a single sample) 
+        # repeated 100 times
+        file = "$RootDir$/CNTKTextFormatReader1x100_Train.txt"
+
+        randomize = "auto"
+        
+        #maxErrors = 0 -- default value
+        traceLevel = 1
+        
+        chunkSize = 10000 # ~ 3 full sequences (30 samples)
+        chunkCacheSize = 5
+
+        input = [
+
+             features = [
+                alias = "F"
+                dim = 100
+                format = "dense"
+            ]
+            
+            labels = [
+                alias = "L"
+                dim = 100
+                format = "dense"
+            ]
+        ]
+    ]
+]
--- a/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReaderSimple_Config.cntk
+++ b/Tests/UnitTests/ReaderTests/Config/CNTKTextFormatReaderSimple_Config.cntk
@ -0,0 +1,46 @@
+RootDir = .
+ModelDir = "models"
+command = "Simple_Test"
+
+precision = "float"
+
+modelPath = "$ModelDir$/CNTKTextFormatReaderSimple_Model.dnn"
+
+# deviceId = -1 for CPU, >= 0 for GPU devices
+deviceId = -1
+
+outputNodeNames = "ScaledLogLikelihood"
+traceLevel = 1
+
+#######################################
+#  CONFIG (Simple, Fixed LR)          #
+#######################################
+
+Simple_Test = [
+    # Parameter values for the reader
+    reader = [
+        # reader to use
+        readerType = "CNTKTextFormatReader"
+        file = "$RootDir$/CNTKTextFormatReaderSimple_Train.txt"
+
+        randomize = "none"
+        
+        #maxErrors = 0 -- default value
+        traceLevel = 1
+        
+        input = [
+
+             features = [
+                alias = "F"
+                dim = 2
+                format = "dense"
+            ]
+            
+            labels = [
+                alias = "L"
+                dim = 2
+                format = "dense"
+            ]
+        ]
+    ]
+]
--- a/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x100_1_Control.txt
+++ b/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x100_1_Control.txt
@ -0,0 +1,200 @@
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--- a/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x100_2_Control.txt
+++ b/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x100_2_Control.txt
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--- a/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x10_MI_1_Control.txt
+++ b/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x10_MI_1_Control.txt
--- a/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x10_MI_2_Control.txt
+++ b/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x10_MI_2_Control.txt
--- a/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x1_1_Control.txt
+++ b/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x1_1_Control.txt
--- a/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x1_2_Control.txt
+++ b/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReader1x1_2_Control.txt
--- a/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReaderMNIST_Control.txt
+++ b/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReaderMNIST_Control.txt
--- a/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReaderSimple_Control.txt
+++ b/Tests/UnitTests/ReaderTests/Control/CNTKTextFormatReaderSimple_Control.txt
--- a/Tests/UnitTests/ReaderTests/Data/CNTKTextFormatReader1x100_Train.txt
+++ b/Tests/UnitTests/ReaderTests/Data/CNTKTextFormatReader1x100_Train.txt
@ -0,0 +1,100 @@
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+97	|L 0.626813 0.603176 0.752908 0.64379 0.068443 0.717546 0.0188794 0.216765 0.110545 0.250355 0.772619 0.269276 0.367123 0.575468 0.502983 0.489145 0.440386 0.75455 0.915045 0.263013 0.833467 0.650715 0.0768507 0.277394 0.874264 0.227465 0.862988 0.449675 0.231215 0.146448 0.0137533 0.710299 0.682883 0.200766 0.586885 0.672204 0.931968 0.720842 0.812795 0.275238 0.372742 0.125679 0.627227 0.526846 0.763302 0.0859965 0.598178 0.914389 0.10206 0.667016 0.739652 0.0266343 0.739125 0.170402 0.113105 0.345481 0.255132 0.230583 0.479418 0.968463 0.24144 0.188408 0.349178 0.651567 0.414345 0.866994 0.331076 0.247192 0.000502291 0.897784 0.493565 0.838462 0.422389 0.458012 0.185667 0.999835 0.424512 0.770839 0.703104 0.339546 0.784917 0.417585 0.410806 0.728901 0.723795 0.0591842 0.734583 0.789208 0.208479 0.782642 0.383891 0.888515 0.633273 0.153229 0.772456 0.364529 0.0315199 0.536236 0.742909 0.859179 |F -1.01863 -50.8962 -75.4349 -5.53234 62.0591 -17.7844 85.3096 98.0183 65.6211 78.1218 -31.0541 33.2115 -76.7699 -80.7893 63.6726 28.7983 -67.0852 57.041 -50.3657 -79.8127 77.2999 -7.16265 78.6915 -19.566 49.4709 -93.7361 76.1787 74.3316 75.9147 -12.6923 -85.7127 73.6157 -64.6959 -14.2282 -39.2726 -31.9165 -98.4582 68.3295 34.8588 33.3089 18.4009 88.9809 -15.8763 49.5056 18.284 -25.7003 64.3212 98.5235 54.4681 -33.2642 16.5596 59.5771 6.76594 57.1273 -94.723 57.531 -44.993 -5.25604 -56.2122 -24.921 90.9892 36.4689 21.1726 -66.9122 46.2352 -48.7753 -91.6613 50.3485 -68.3733 -45.2252 75.2692 92.245 -4.83548 -3.51136 -42.4215 8.80614 -75.4731 -57.1633 -92.6705 32.6603 76.6915 53.0592 30.3214 -86.2558 83.5258 -67.2937 -98.0879 84.0294 -31.7156 20.4233 90.4848 -57.0369 36.6622 91.1243 1.22202 -57.6687 -21.4528 -47.6049 -69.3353 34.407
+98	|L 0.626813 0.603176 0.752908 0.64379 0.068443 0.717546 0.0188794 0.216765 0.110545 0.250355 0.772619 0.269276 0.367123 0.575468 0.502983 0.489145 0.440386 0.75455 0.915045 0.263013 0.833467 0.650715 0.0768507 0.277394 0.874264 0.227465 0.862988 0.449675 0.231215 0.146448 0.0137533 0.710299 0.682883 0.200766 0.586885 0.672204 0.931968 0.720842 0.812795 0.275238 0.372742 0.125679 0.627227 0.526846 0.763302 0.0859965 0.598178 0.914389 0.10206 0.667016 0.739652 0.0266343 0.739125 0.170402 0.113105 0.345481 0.255132 0.230583 0.479418 0.968463 0.24144 0.188408 0.349178 0.651567 0.414345 0.866994 0.331076 0.247192 0.000502291 0.897784 0.493565 0.838462 0.422389 0.458012 0.185667 0.999835 0.424512 0.770839 0.703104 0.339546 0.784917 0.417585 0.410806 0.728901 0.723795 0.0591842 0.734583 0.789208 0.208479 0.782642 0.383891 0.888515 0.633273 0.153229 0.772456 0.364529 0.0315199 0.536236 0.742909 0.859179 |F -1.01863 -50.8962 -75.4349 -5.53234 62.0591 -17.7844 85.3096 98.0183 65.6211 78.1218 -31.0541 33.2115 -76.7699 -80.7893 63.6726 28.7983 -67.0852 57.041 -50.3657 -79.8127 77.2999 -7.16265 78.6915 -19.566 49.4709 -93.7361 76.1787 74.3316 75.9147 -12.6923 -85.7127 73.6157 -64.6959 -14.2282 -39.2726 -31.9165 -98.4582 68.3295 34.8588 33.3089 18.4009 88.9809 -15.8763 49.5056 18.284 -25.7003 64.3212 98.5235 54.4681 -33.2642 16.5596 59.5771 6.76594 57.1273 -94.723 57.531 -44.993 -5.25604 -56.2122 -24.921 90.9892 36.4689 21.1726 -66.9122 46.2352 -48.7753 -91.6613 50.3485 -68.3733 -45.2252 75.2692 92.245 -4.83548 -3.51136 -42.4215 8.80614 -75.4731 -57.1633 -92.6705 32.6603 76.6915 53.0592 30.3214 -86.2558 83.5258 -67.2937 -98.0879 84.0294 -31.7156 20.4233 90.4848 -57.0369 36.6622 91.1243 1.22202 -57.6687 -21.4528 -47.6049 -69.3353 34.407
+99	|L 0.626813 0.603176 0.752908 0.64379 0.068443 0.717546 0.0188794 0.216765 0.110545 0.250355 0.772619 0.269276 0.367123 0.575468 0.502983 0.489145 0.440386 0.75455 0.915045 0.263013 0.833467 0.650715 0.0768507 0.277394 0.874264 0.227465 0.862988 0.449675 0.231215 0.146448 0.0137533 0.710299 0.682883 0.200766 0.586885 0.672204 0.931968 0.720842 0.812795 0.275238 0.372742 0.125679 0.627227 0.526846 0.763302 0.0859965 0.598178 0.914389 0.10206 0.667016 0.739652 0.0266343 0.739125 0.170402 0.113105 0.345481 0.255132 0.230583 0.479418 0.968463 0.24144 0.188408 0.349178 0.651567 0.414345 0.866994 0.331076 0.247192 0.000502291 0.897784 0.493565 0.838462 0.422389 0.458012 0.185667 0.999835 0.424512 0.770839 0.703104 0.339546 0.784917 0.417585 0.410806 0.728901 0.723795 0.0591842 0.734583 0.789208 0.208479 0.782642 0.383891 0.888515 0.633273 0.153229 0.772456 0.364529 0.0315199 0.536236 0.742909 0.859179 |F -1.01863 -50.8962 -75.4349 -5.53234 62.0591 -17.7844 85.3096 98.0183 65.6211 78.1218 -31.0541 33.2115 -76.7699 -80.7893 63.6726 28.7983 -67.0852 57.041 -50.3657 -79.8127 77.2999 -7.16265 78.6915 -19.566 49.4709 -93.7361 76.1787 74.3316 75.9147 -12.6923 -85.7127 73.6157 -64.6959 -14.2282 -39.2726 -31.9165 -98.4582 68.3295 34.8588 33.3089 18.4009 88.9809 -15.8763 49.5056 18.284 -25.7003 64.3212 98.5235 54.4681 -33.2642 16.5596 59.5771 6.76594 57.1273 -94.723 57.531 -44.993 -5.25604 -56.2122 -24.921 90.9892 36.4689 21.1726 -66.9122 46.2352 -48.7753 -91.6613 50.3485 -68.3733 -45.2252 75.2692 92.245 -4.83548 -3.51136 -42.4215 8.80614 -75.4731 -57.1633 -92.6705 32.6603 76.6915 53.0592 30.3214 -86.2558 83.5258 -67.2937 -98.0879 84.0294 -31.7156 20.4233 90.4848 -57.0369 36.6622 91.1243 1.22202 -57.6687 -21.4528 -47.6049 -69.3353 34.407
--- a/Tests/UnitTests/ReaderTests/Data/CNTKTextFormatReader1x10_MI_Train.txt
+++ b/Tests/UnitTests/ReaderTests/Data/CNTKTextFormatReader1x10_MI_Train.txt
--- a/Tests/UnitTests/ReaderTests/Data/CNTKTextFormatReader1x1_Train.txt
+++ b/Tests/UnitTests/ReaderTests/Data/CNTKTextFormatReader1x1_Train.txt
--- a/Tests/UnitTests/ReaderTests/Data/CNTKTextFormatReaderMNIST_Train.txt
+++ b/Tests/UnitTests/ReaderTests/Data/CNTKTextFormatReaderMNIST_Train.txt
--- a/Tests/UnitTests/ReaderTests/Data/CNTKTextFormatReaderSimple_Train.txt
+++ b/Tests/UnitTests/ReaderTests/Data/CNTKTextFormatReaderSimple_Train.txt
--- a/Tests/UnitTests/ReaderTests/ReaderTests.vcxproj
+++ b/Tests/UnitTests/ReaderTests/ReaderTests.vcxproj
@ -116,6 +116,7 @@
    <ClCompile Include="..\..\..\Source\Common\File.cpp" />
    <ClCompile Include="..\..\..\Source\Common\fileutil.cpp" />
    <ClCompile Include="..\..\..\Source\Common\TimerUtility.cpp" />
+    <ClCompile Include="CNTKTextFormatReaderTests.cpp" />
    <ClCompile Include="HTKLMFReaderTests.cpp" />
    <ClCompile Include="ImageReaderTests.cpp" />
    <ClCompile Include="ReaderLibTests.cpp" />
@ -147,6 +148,12 @@
    <Text Include="Config\HTKMLFReaderSimpleDataLoop9_Config.cntk" />
    <Text Include="Config\ImageReaderSimple_Config.cntk" />
    <Text Include="Config\UCIFastReaderSimpleDataLoop_Config.cntk" />
+    <Text Include="Control\CNTKTextFormatReader1x100_1_Control.txt" />
+    <Text Include="Control\CNTKTextFormatReader1x10_MI_1_Control.txt" />
+    <Text Include="Control\CNTKTextFormatReader1x10_MI_2_Control.txt" />
+    <Text Include="Control\CNTKTextFormatReader1x1_1_Control.txt" />
+    <Text Include="Control\CNTKTextFormatReaderMNIST_Control.txt" />
+    <Text Include="Control\CNTKTextFormatReaderSimple_Control.txt" />
    <Text Include="Control\HTKMLFReaderSimpleDataLoop10_20_Control.txt" />
    <Text Include="Control\HTKMLFReaderSimpleDataLoop1_5_11_Control.txt" />
    <Text Include="Control\HTKMLFReaderSimpleDataLoop21_0_Control.txt" />
@ -161,6 +168,11 @@
    <Text Include="Control\ImageReaderSimple_Control.txt" />
    <Text Include="Control\ImageReaderZip_Control.txt" />
    <Text Include="Control\UCIFastReaderSimpleDataLoop_Control.txt" />
+    <Text Include="Data\CNTKTextFormatReader1x100_Train.txt" />
+    <Text Include="Data\CNTKTextFormatReader1x10_MI_Train.txt" />
+    <Text Include="Data\CNTKTextFormatReader1x1_Train.txt" />
+    <Text Include="Data\CNTKTextFormatReaderMNIST_Train.txt" />
+    <Text Include="Data\CNTKTextFormatReaderSimple_Train.txt" />
    <Text Include="Data\ImageReaderSimple_map.txt" />
    <Text Include="Data\ImageReaderZip_map.txt" />
    <Text Include="Data\UCIFastReaderSimpleDataLoop_Mapping.txt" />
@ -173,6 +185,11 @@
    <Image Include="Data\images\red.jpg" />
  </ItemGroup>
  <ItemGroup>
+    <None Include="Config\CNTKTextFormatReader1x10_MI_Config.cntk" />
+    <None Include="Config\CNTKTextFormatReader1x100_Config.cntk" />
+    <None Include="Config\CNTKTextFormatReader1x1_Config.cntk" />
+    <None Include="Config\CNTKTextFormatReaderSimple_Config.cntk" />
+    <None Include="Config\CNTKTextFormatReaderMNIST_Config.cntk" />
    <None Include="Config\ImageReaderZip_Config.cntk" />
    <None Include="Data\images\chunk0.zip" />
    <None Include="Data\images\chunk1.zip" />
@ -190,10 +207,10 @@
  </PropertyGroup>
  <Target Name="CopyUnitTestDependencies" AfterTargets="Build">
    <ItemGroup>
-      <UnitTestDependencies Include="$(OutDir)..\Math.dll;$(OutDir)..\ucifastreader.dll;$(OutDir)..\htkmlfreader.dll;$(OutDir)..\experimentalhtkmlfreader.dll;$(OutDir)..\libacml_mp_dll.dll;$(OutDir)..\libifcoremd.dll;$(OutDir)..\libifportmd.dll;$(OutDir)..\libiomp*.dll;$(OutDir)..\libmmd.dll;$(OutDir)..\svml_dispmd.dll;$(ImageReaderDependencies);" />
+      <UnitTestDependencies Include="$(OutDir)..\Math.dll;$(OutDir)..\ucifastreader.dll;$(OutDir)..\cntktextformatreader.dll;$(OutDir)..\htkmlfreader.dll;$(OutDir)..\experimentalhtkmlfreader.dll;$(OutDir)..\libacml_mp_dll.dll;$(OutDir)..\libifcoremd.dll;$(OutDir)..\libifportmd.dll;$(OutDir)..\libiomp*.dll;$(OutDir)..\libmmd.dll;$(OutDir)..\svml_dispmd.dll;$(ImageReaderDependencies);" />
    </ItemGroup>
    <Copy SourceFiles="@(UnitTestDependencies)" DestinationFolder="$(OutDir)" SkipUnchangedFiles="true">
      <Output TaskParameter="DestinationFiles" ItemName="NewFileWrites" />
    </Copy>
  </Target>
-</Project>
+</Project>
--- a/Tests/UnitTests/ReaderTests/ReaderTests.vcxproj.filters
+++ b/Tests/UnitTests/ReaderTests/ReaderTests.vcxproj.filters
@ -34,6 +34,7 @@
      <Filter>Common</Filter>
    </ClCompile>
    <ClCompile Include="ImageReaderTests.cpp" />
+    <ClCompile Include="CNTKTextFormatReaderTests.cpp" />
  </ItemGroup>
  <ItemGroup>
    <Filter Include="Common">
@ -182,6 +183,39 @@
    <Text Include="Data\ImageReaderZip_map.txt">
      <Filter>Data</Filter>
    </Text>
+    <Text Include="Control\CNTKTextFormatReaderSimple_Control.txt">
+      <Filter>Control</Filter>
+    </Text>
+    <Text Include="Data\CNTKTextFormatReaderSimple_Train.txt">
+      <Filter>Data</Filter>
+    </Text>
+    <Text Include="Control\CNTKTextFormatReaderMNIST_Control.txt">
+      <Filter>Control</Filter>
+    </Text>
+    <Text Include="Data\CNTKTextFormatReaderMNIST_Train.txt">
+      <Filter>Data</Filter>
+    </Text>
+    <Text Include="Data\CNTKTextFormatReader1x100_Train.txt">
+      <Filter>Data</Filter>
+    </Text>
+    <Text Include="Data\CNTKTextFormatReader1x10_MI_Train.txt">
+      <Filter>Data</Filter>
+    </Text>
+    <Text Include="Control\CNTKTextFormatReader1x100_1_Control.txt">
+      <Filter>Control</Filter>
+    </Text>
+    <Text Include="Control\CNTKTextFormatReader1x10_MI_1_Control.txt">
+      <Filter>Control</Filter>
+    </Text>
+    <Text Include="Control\CNTKTextFormatReader1x10_MI_2_Control.txt">
+      <Filter>Control</Filter>
+    </Text>
+    <Text Include="Control\CNTKTextFormatReader1x1_1_Control.txt">
+      <Filter>Control</Filter>
+    </Text>
+    <Text Include="Data\CNTKTextFormatReader1x1_Train.txt">
+      <Filter>Data</Filter>
+    </Text>
  </ItemGroup>
  <ItemGroup>
    <Image Include="Data\images\black.jpg">
@ -207,5 +241,20 @@
    <None Include="Data\images\simple.zip">
      <Filter>Data\images</Filter>
    </None>
+    <None Include="Config\CNTKTextFormatReaderSimple_Config.cntk">
+      <Filter>Config</Filter>
+    </None>
+    <None Include="Config\CNTKTextFormatReaderMNIST_Config.cntk">
+      <Filter>Config</Filter>
+    </None>
+    <None Include="Config\CNTKTextFormatReader1x10_MI_Config.cntk">
+      <Filter>Config</Filter>
+    </None>
+    <None Include="Config\CNTKTextFormatReader1x100_Config.cntk">
+      <Filter>Config</Filter>
+    </None>
+    <None Include="Config\CNTKTextFormatReader1x1_Config.cntk">
+      <Filter>Config</Filter>
+    </None>
  </ItemGroup>
 </Project>