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| author | Mike Kelly <mike.kelly@arm.com> | 2019-02-19 17:22:07 +0000 |
|---|---|---|
| committer | mike.kelly <mike.kelly@arm.com> | 2019-02-19 18:21:11 +0000 |
| commit | a0766c3d461f6a635ef0c41c83c3ba868f2fd21a (patch) | |
| tree | 3565ace677fd6de80dc30476c00face7e885d46a /src/armnnSerializer/Schema.fbs | |
| parent | 2b183fb359774cbac5d628579ec2b4a7b6b41def (diff) | |
| download | armnn-a0766c3d461f6a635ef0c41c83c3ba868f2fd21a.tar.gz | |
IVGCVSW-2646 Add Serializer & Deserializer for Conv2D
* Added Convolution2dLayer to Schema.fbs
* Added ConstTensorData serialization and deserialization helper functions
* Added Convolution2d serialization and deserialization support
* Added serialization and deserialization unit tests
Change-Id: Id376c08410ae01511972a2b0abdce9cfab907462
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Diffstat (limited to 'src/armnnSerializer/Schema.fbs')
| -rw-r--r-- | src/armnnSerializer/Schema.fbs | 22 |
1 files changed, 21 insertions, 1 deletions
diff --git a/src/armnnSerializer/Schema.fbs b/src/armnnSerializer/Schema.fbs index 2b96ad8de1..cbc7da066f 100644 --- a/src/armnnSerializer/Schema.fbs +++ b/src/armnnSerializer/Schema.fbs @@ -74,7 +74,8 @@ enum LayerType : uint { Output = 3, Pooling2d = 4, Reshape = 5, - Softmax = 6 + Softmax = 6, + Convolution2d = 7 } // Base layer table to be used as part of other layers @@ -96,6 +97,24 @@ table AdditionLayer { base:LayerBase; } +table Convolution2dLayer { + base:LayerBase; + descriptor:Convolution2dDescriptor; + weights:ConstTensor; + biases:ConstTensor; +} + +table Convolution2dDescriptor { + padLeft:uint; + padRight:uint; + padTop:uint; + padBottom:uint; + strideX:uint; + strideY:uint; + biasEnabled:bool = false; + dataLayout:DataLayout = NCHW; +} + table InputLayer { base:BindableLayerBase; } @@ -164,6 +183,7 @@ table ReshapeDescriptor { union Layer { AdditionLayer, + Convolution2dLayer, InputLayer, MultiplicationLayer, OutputLayer, |