diff --git a/CMakeLists.txt b/CMakeLists.txt
index fb3f70b..dd30cdb 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -602,6 +602,7 @@
                 src/armnnDeserializer/test/DeserializeConvolution2d.cpp
                 src/armnnDeserializer/test/DeserializeDivision.cpp
                 src/armnnDeserializer/test/DeserializeEqual.cpp
+                src/armnnDeserializer/test/DeserializeFloor.cpp
                 src/armnnDeserializer/test/DeserializeFullyConnected.cpp
                 src/armnnDeserializer/test/DeserializeMultiplication.cpp
                 src/armnnDeserializer/test/DeserializeNormalization.cpp
diff --git a/src/armnnDeserializer/Deserializer.cpp b/src/armnnDeserializer/Deserializer.cpp
index 0079b6b..77bd749 100644
--- a/src/armnnDeserializer/Deserializer.cpp
+++ b/src/armnnDeserializer/Deserializer.cpp
@@ -194,6 +194,7 @@
     m_ParserFunctions[Layer_DivisionLayer]               = &Deserializer::ParseDivision;
     m_ParserFunctions[Layer_EqualLayer]                  = &Deserializer::ParseEqual;
     m_ParserFunctions[Layer_FullyConnectedLayer]         = &Deserializer::ParseFullyConnected;
+    m_ParserFunctions[Layer_FloorLayer]                  = &Deserializer::ParseFloor;
     m_ParserFunctions[Layer_MinimumLayer]                = &Deserializer::ParseMinimum;
     m_ParserFunctions[Layer_MaximumLayer]                = &Deserializer::ParseMaximum;
     m_ParserFunctions[Layer_MultiplicationLayer]         = &Deserializer::ParseMultiplication;
@@ -231,6 +232,8 @@
             return graphPtr->layers()->Get(layerIndex)->layer_as_EqualLayer()->base();
         case Layer::Layer_FullyConnectedLayer:
             return graphPtr->layers()->Get(layerIndex)->layer_as_FullyConnectedLayer()->base();
+        case Layer::Layer_FloorLayer:
+            return graphPtr->layers()->Get(layerIndex)->layer_as_FloorLayer()->base();
         case Layer::Layer_InputLayer:
             return graphPtr->layers()->Get(layerIndex)->layer_as_InputLayer()->base()->base();
         case Layer::Layer_MinimumLayer:
@@ -1053,6 +1056,30 @@
     RegisterOutputSlots(graph, layerIndex, layer);
 }
 
+void Deserializer::ParseFloor(GraphPtr graph, unsigned int layerIndex)
+{
+    CHECK_LAYERS(graph, 0, layerIndex);
+    CHECK_LOCATION();
+
+    auto inputs = GetInputs(graph, layerIndex);
+    CHECK_VALID_SIZE(inputs.size(), 1);
+
+    auto outputs = GetOutputs(graph, layerIndex);
+    CHECK_VALID_SIZE(outputs.size(), 1);
+
+    auto layerName = GetLayerName(graph, layerIndex);
+
+    armnn::IConnectableLayer* layer;
+
+    layer = m_Network->AddFloorLayer();
+
+    armnn::TensorInfo outputTensorInfo = ToTensorInfo(outputs[0]);
+    layer->GetOutputSlot(0).SetTensorInfo(outputTensorInfo);
+
+    RegisterInputSlots(graph, layerIndex, layer);
+    RegisterOutputSlots(graph, layerIndex, layer);
+}
+
 void Deserializer::ParseFullyConnected(GraphPtr graph, unsigned int layerIndex)
 {
     CHECK_LAYERS(graph, 0, layerIndex);
diff --git a/src/armnnDeserializer/Deserializer.hpp b/src/armnnDeserializer/Deserializer.hpp
index 4b209cd..aa5035e 100644
--- a/src/armnnDeserializer/Deserializer.hpp
+++ b/src/armnnDeserializer/Deserializer.hpp
@@ -79,6 +79,7 @@
     void ParseDepthwiseConvolution2d(GraphPtr graph, unsigned int layerIndex);
     void ParseDivision(GraphPtr graph, unsigned int layerIndex);
     void ParseEqual(GraphPtr graph, unsigned int layerIndex);
+    void ParseFloor(GraphPtr graph, unsigned int layerIndex);
     void ParseFullyConnected(GraphPtr graph, unsigned int layerIndex);
     void ParseMinimum(GraphPtr graph, unsigned int layerIndex);
     void ParseMaximum(GraphPtr graph, unsigned int layerIndex);
diff --git a/src/armnnDeserializer/DeserializerSupport.md b/src/armnnDeserializer/DeserializerSupport.md
index 9d07be0..765432b 100644
--- a/src/armnnDeserializer/DeserializerSupport.md
+++ b/src/armnnDeserializer/DeserializerSupport.md
@@ -14,6 +14,7 @@
 * DepthwiseConvolution2d
 * Division
 * Equal
+* Floor
 * FullyConnected
 * Maximum
 * Minimum
diff --git a/src/armnnDeserializer/test/DeserializeFloor.cpp b/src/armnnDeserializer/test/DeserializeFloor.cpp
new file mode 100644
index 0000000..211fa1b
--- /dev/null
+++ b/src/armnnDeserializer/test/DeserializeFloor.cpp
@@ -0,0 +1,110 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include <boost/test/unit_test.hpp>
+#include "ParserFlatbuffersSerializeFixture.hpp"
+#include "../Deserializer.hpp"
+
+#include <string>
+#include <iostream>
+
+BOOST_AUTO_TEST_SUITE(Deserializer)
+
+struct FloorFixture : public ParserFlatbuffersSerializeFixture
+{
+    explicit FloorFixture(const std::string& shape,
+                          const std::string& dataType)
+    {
+        m_JsonString = R"(
+    {
+            inputIds: [0],
+            outputIds: [2],
+            layers: [
+            {
+                layer_type: "InputLayer",
+                layer: {
+                      base: {
+                            layerBindingId: 0,
+                            base: {
+                                index: 0,
+                                layerName: "InputLayer",
+                                layerType: "Input",
+                                inputSlots: [{
+                                    index: 0,
+                                    connection: {sourceLayerIndex:0, outputSlotIndex:0 },
+                                }],
+                                outputSlots: [ {
+                                    index: 0,
+                                    tensorInfo: {
+                                        dimensions: )" + shape + R"(,
+                                        dataType: )" + dataType + R"(
+                                        }}]
+                                }
+                }}},
+                {
+                layer_type: "FloorLayer",
+                layer: {
+                      base: {
+                           index: 1,
+                           layerName: "FloorLayer",
+                           layerType: "Floor",
+                           inputSlots: [{
+                                  index: 0,
+                                  connection: {sourceLayerIndex:0, outputSlotIndex:0 },
+                           }],
+                           outputSlots: [ {
+                                  index: 0,
+                                  tensorInfo: {
+                                       dimensions: )" + shape + R"(,
+                                       dataType: )" + dataType + R"(
+
+                           }}]},
+
+                }},
+                {
+                layer_type: "OutputLayer",
+                layer: {
+                    base:{
+                          layerBindingId: 2,
+                          base: {
+                                index: 2,
+                                layerName: "OutputLayer",
+                                layerType: "Output",
+                                inputSlots: [{
+                                    index: 0,
+                                    connection: {sourceLayerIndex:1, outputSlotIndex:0 },
+                                }],
+                                outputSlots: [ {
+                                    index: 0,
+                                    tensorInfo: {
+                                        dimensions: )" + shape + R"(,
+                                        dataType: )" + dataType + R"(
+                                    },
+                            }],
+                        }}},
+            }]
+     }
+    )";
+        Setup();
+    }
+};
+
+
+struct SimpleFloorFixture : FloorFixture
+{
+    SimpleFloorFixture() : FloorFixture("[ 1, 3, 3, 1 ]",
+                                        "Float32") {}
+};
+
+BOOST_FIXTURE_TEST_CASE(Floor, SimpleFloorFixture)
+{
+    RunTest<4, armnn::DataType::Float32>(
+            4,
+            {{"InputLayer", { -37.5f, -15.2f, -8.76f, -2.0f, -1.5f, -1.3f, -0.5f, -0.4f, 0.0f}}},
+            {{"OutputLayer",{ -38.0f, -16.0f, -9.0f,  -2.0f, -2.0f, -2.0f, -1.0f, -1.0f, 0.0f}}});
+}
+
+
+BOOST_AUTO_TEST_SUITE_END()
diff --git a/src/armnnSerializer/ArmnnSchema.fbs b/src/armnnSerializer/ArmnnSchema.fbs
index 9b23d85..4e3180f 100644
--- a/src/armnnSerializer/ArmnnSchema.fbs
+++ b/src/armnnSerializer/ArmnnSchema.fbs
@@ -102,7 +102,8 @@
     Maximum = 18,
     Normalization = 19,
     Pad = 20,
-    Rsqrt = 21
+    Rsqrt = 21,
+    Floor = 22
 }
 
 // Base layer table to be used as part of other layers
@@ -166,6 +167,10 @@
     base:LayerBase;
 }
 
+table FloorLayer{
+    base:LayerBase;
+}
+
 table FullyConnectedLayer {
     base:LayerBase;
     descriptor:FullyConnectedDescriptor;
@@ -361,7 +366,8 @@
     MaximumLayer,
     NormalizationLayer,
     PadLayer,
-    RsqrtLayer
+    RsqrtLayer,
+    FloorLayer
 }
 
 table AnyLayer {
diff --git a/src/armnnSerializer/Serializer.cpp b/src/armnnSerializer/Serializer.cpp
index 5f9ca13..d40cdfa 100644
--- a/src/armnnSerializer/Serializer.cpp
+++ b/src/armnnSerializer/Serializer.cpp
@@ -276,6 +276,14 @@
     CreateAnyLayer(fbEqualLayer.o, serializer::Layer::Layer_EqualLayer);
 }
 
+void SerializerVisitor::VisitFloorLayer(const armnn::IConnectableLayer *layer, const char *name)
+{
+    auto flatBufferFloorBaseLayer = CreateLayerBase(layer, serializer::LayerType::LayerType_Floor);
+    auto flatBufferFloorLayer = serializer::CreateFloorLayer(m_flatBufferBuilder, flatBufferFloorBaseLayer);
+
+    CreateAnyLayer(flatBufferFloorLayer.o, serializer::Layer::Layer_FloorLayer);
+}
+
 void SerializerVisitor::VisitMinimumLayer(const armnn::IConnectableLayer* layer, const char* name)
 {
     auto fbMinimumBaseLayer = CreateLayerBase(layer, serializer::LayerType::LayerType_Minimum);
diff --git a/src/armnnSerializer/Serializer.hpp b/src/armnnSerializer/Serializer.hpp
index 6e92a06..bf599b1 100644
--- a/src/armnnSerializer/Serializer.hpp
+++ b/src/armnnSerializer/Serializer.hpp
@@ -75,6 +75,9 @@
     void VisitEqualLayer(const armnn::IConnectableLayer* layer,
                          const char* name = nullptr) override;
 
+    void VisitFloorLayer(const armnn::IConnectableLayer *layer,
+                         const char *name = nullptr) override;
+
     void VisitFullyConnectedLayer(const armnn::IConnectableLayer* layer,
                                   const armnn::FullyConnectedDescriptor& fullyConnectedDescriptor,
                                   const armnn::ConstTensor& weights,
diff --git a/src/armnnSerializer/SerializerSupport.md b/src/armnnSerializer/SerializerSupport.md
index b9bc0d4..b5a322f 100644
--- a/src/armnnSerializer/SerializerSupport.md
+++ b/src/armnnSerializer/SerializerSupport.md
@@ -14,6 +14,7 @@
 * DepthwiseConvolution2d
 * Division
 * Equal
+* Floor
 * FullyConnected
 * Maximum
 * Minimum
diff --git a/src/armnnSerializer/test/SerializerTests.cpp b/src/armnnSerializer/test/SerializerTests.cpp
index 515689a..5f1745b 100644
--- a/src/armnnSerializer/test/SerializerTests.cpp
+++ b/src/armnnSerializer/test/SerializerTests.cpp
@@ -255,6 +255,48 @@
                                             {commonTensorInfo.GetShape()});
 }
 
+BOOST_AUTO_TEST_CASE(SerializeFloor)
+{
+    class VerifyFloorName : public armnn::LayerVisitorBase<armnn::VisitorNoThrowPolicy>
+    {
+    public:
+        void VisitMultiplicationLayer(const armnn::IConnectableLayer*, const char* name) override
+        {
+            BOOST_TEST(name == "floor");
+        }
+    };
+
+    const armnn::TensorInfo info({4,4}, armnn::DataType::Float32);
+
+    armnn::INetworkPtr network = armnn::INetwork::Create();
+    armnn::IConnectableLayer* const inputLayer = network->AddInputLayer(1);
+
+    const char* floorLayerName = "floor";
+
+    armnn::IConnectableLayer* const floorLayer = network->AddFloorLayer(floorLayerName);
+    inputLayer->GetOutputSlot(0).Connect(floorLayer->GetInputSlot(0));
+
+    armnn::IConnectableLayer* const outputLayer = network->AddOutputLayer(0);
+    floorLayer->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0));
+
+    inputLayer->GetOutputSlot(0).SetTensorInfo(info);
+    floorLayer->GetOutputSlot(0).SetTensorInfo(info);
+
+    armnnSerializer::Serializer serializer;
+    serializer.Serialize(*network);
+
+    std::stringstream stream;
+    serializer.SaveSerializedToStream(stream);
+    BOOST_TEST(stream.str().length() > 0);
+    BOOST_TEST(stream.str().find(floorLayerName) != stream.str().npos);
+
+    armnn::INetworkPtr deserializedNetwork = DeserializeNetwork(stream.str());
+    BOOST_CHECK(deserializedNetwork);
+
+    VerifyFloorName nameChecker;
+    deserializedNetwork->Accept(nameChecker);
+}
+
 BOOST_AUTO_TEST_CASE(SerializeMinimum)
 {
     class VerifyMinimumName : public armnn::LayerVisitorBase<armnn::VisitorNoThrowPolicy>