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author | Matthew Sloyan <matthew.sloyan@arm.com> | 2021-07-13 19:46:11 +0100 |
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committer | Matthew Sloyan <matthew.sloyan@arm.com> | 2021-08-06 09:25:26 +0000 |
commit | 81beae3a870004795275e9266bc43d845b9f78db (patch) | |
tree | 70af86f3c36c8e330c72770e6f1419ca7b2a4bb8 /src/armnnSerializer/ArmnnSchema.fbs | |
parent | 95e9efc28ce70a8cda93e722f5ce90ebc96bdd95 (diff) | |
download | armnn-81beae3a870004795275e9266bc43d845b9f78db.tar.gz |
IVGCVSW-6119 ConstTensorsAsInput: FullyConnected
* Constant weights and biases are now stored as Constant layers.
* Updated Serializer, Deserializer and unit tests to reflect this.
* Updated TfLiteDelegate, TfLiteParser and OnnxParser.
* Updated Schema with IsConstant and ConstantTensorsAsInputs.
* Updated Ref backend to handle constant weights and
bias as inputs rather than reading from member variables.
* Added dynamic or constant input EndToEnd tests.
!android-nn-driver:5959
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ibf3cf437df1100e4b322b0d303c575c6339f9696
Diffstat (limited to 'src/armnnSerializer/ArmnnSchema.fbs')
-rw-r--r-- | src/armnnSerializer/ArmnnSchema.fbs | 4 |
1 files changed, 3 insertions, 1 deletions
diff --git a/src/armnnSerializer/ArmnnSchema.fbs b/src/armnnSerializer/ArmnnSchema.fbs index a544161c53..85435a366f 100644 --- a/src/armnnSerializer/ArmnnSchema.fbs +++ b/src/armnnSerializer/ArmnnSchema.fbs @@ -69,6 +69,7 @@ table TensorInfo { quantizationDim:uint; dimensionality:uint = 1; dimensionSpecificity:[bool]; + isConstant:bool = false; } struct Connection { @@ -324,7 +325,7 @@ table FloorLayer{ table FullyConnectedLayer { base:LayerBase; descriptor:FullyConnectedDescriptor; - weights:ConstTensor; + weights:ConstTensor; // ConstTensors are now passed as inputs. biases:ConstTensor; } @@ -1007,6 +1008,7 @@ table AnyLayer { table FeatureCompatibilityVersions { bindingIdsScheme:uint = 0; weightsLayoutScheme:uint = 0; + constantTensorsAsInputs:uint = 0; } // Root type for serialized data is the graph of the network |