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>
diff --git a/src/armnnSerializer/Schema.fbs b/src/armnnSerializer/Schema.fbs
index 94ca23b..dc14069 100644
--- a/src/armnnSerializer/Schema.fbs
+++ b/src/armnnSerializer/Schema.fbs
@@ -91,7 +91,8 @@
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 @@
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 @@
AdditionLayer,
Convolution2dLayer,
DepthwiseConvolution2dLayer,
+ FullyConnectedLayer,
InputLayer,
MultiplicationLayer,
OutputLayer,