IVGCVSW-2639 Add Serializer & Deserializer for Fully Connected

 * Added FullyConnectedLayer to Serializer Schema Schema.fbs
 * Added FullyConnected serialization and deserialization support
 * Added FullyConnected serialization and deserialization unit tests

Change-Id: I8ef14f9728158f849fa4d1a8d05a1a4170cd5b41
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>

1 files changed, 15 insertions, 1 deletions

diff --git a/src/armnnSerializer/Schema.fbs b/src/armnnSerializer/Schema.fbs
index 94ca23b0cd..dc14069798 100644
--- a/src/armnnSerializer/Schema.fbs
+++ b/src/armnnSerializer/Schema.fbs
@@ -91,7 +91,8 @@ enum LayerType : uint {
     Convolution2d = 7,
     DepthwiseConvolution2d = 8,
     Activation = 9,
-    Permute = 10
+    Permute = 10,
+    FullyConnected = 11
 }
 
 // Base layer table to be used as part of other layers
@@ -142,6 +143,18 @@ table Convolution2dDescriptor {
     dataLayout:DataLayout = NCHW;
 }
 
+table FullyConnectedLayer {
+    base:LayerBase;
+    descriptor:FullyConnectedDescriptor;
+    weights:ConstTensor;
+    biases:ConstTensor;
+}
+
+table FullyConnectedDescriptor {
+    biasEnabled:bool = false;
+    transposeWeightsMatrix:bool = false;
+}
+
 table InputLayer {
     base:BindableLayerBase;
 }
@@ -240,6 +253,7 @@ union Layer {
     AdditionLayer,
     Convolution2dLayer,
     DepthwiseConvolution2dLayer,
+    FullyConnectedLayer,
     InputLayer,
     MultiplicationLayer,
     OutputLayer,