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author | Sadik Armagan <sadik.armagan@arm.com> | 2021-02-03 09:29:30 +0000 |
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committer | Sadik Armagan <sadik.armagan@arm.com> | 2021-02-03 09:29:47 +0000 |
commit | 0c3ea5b8ac5ad8ca516930a0491afb1d1074e45b (patch) | |
tree | 47ff1e9c1c70a3b134c1e9063dada66d70a7c963 /src/armnnSerializer/ArmnnSchema.fbs | |
parent | 84f41eb74765bd93307f3c6b334354c486dc746d (diff) | |
download | armnn-0c3ea5b8ac5ad8ca516930a0491afb1d1074e45b.tar.gz |
backends/reference: Add ReduceSum operation support
This patch addes ReduceSum operation support for reference backend,
which computes the sum of elements across dimensions of a tensor.
Changelog v1:
- Fix file header descriptions.
Chagelog v2:
- Fix line limit issue.
- Fix type conversion issue.
Changelog v3:
- Remove tabs.
- Modify newly added file headers.
Changelog v4:
- Symbol on header isn't allowed so drop it from newly added file headers.
Changelog v5:
- Remove tabs, fix the use of brackets and align lines correctly.
Changelog v6:
- Add serializer and deserializer support.
Changelog v7:
- Fix build error add missed code.
Changelog v8:
- Rename ReduceSumDecriptor to ReduceDescriptor
- Update m_KeepDims field data type to bool on ReduceDescriptor
- Add ReduceOperation field to ReduceDescriptor
- Rename ReduceSumLayer to ReduceLayer
- Update ReduceLayer to use ReduceDescriptor
- Update ReduceLayer::ValidateTensorShapesFromInputs() function
- Rename RefReduceSumWokload to RefReduceWorkload
- Update workload to use ReduceDescriptor
- Update workload to use Decoders and Encoders
- Remove ReduceSum.hpp and ReduceSum.cpp
- Added Reduce.hpp and Reduce.cpp
- Move Mean.cpp (which is implementing REDUCE_MEAN) functionality to Reduce.cpp
- Update RefMeanWorkload to call Reduce function with ReduceOperation::Mean argument
- Remove Mean.hpp and Mean.cpp
- Update the Serializer/Deserializer ArmnnSchema.fbs for ReduceLayer, ReduceDescriptor, and ReduceOperation
- Update Serializer and Deserializer for serializing/parsing ReduceLayer
- Added TfLiter parser Sum test for REDUCE_SUM operator
- Make corresponding changes on front-end and Ref backend to support REDUCE_SUM operator
Changelog v9:
- Fixed build errors.
Change-Id: I8c8e034f3df73f9565b3c18eff51ecca6c542195
Signed-off-by: Inki Dae <inki.dae@samsung.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Diffstat (limited to 'src/armnnSerializer/ArmnnSchema.fbs')
-rw-r--r-- | src/armnnSerializer/ArmnnSchema.fbs | 28 |
1 files changed, 25 insertions, 3 deletions
diff --git a/src/armnnSerializer/ArmnnSchema.fbs b/src/armnnSerializer/ArmnnSchema.fbs index 1f71ce19f2..aa539b188f 100644 --- a/src/armnnSerializer/ArmnnSchema.fbs +++ b/src/armnnSerializer/ArmnnSchema.fbs @@ -47,6 +47,13 @@ enum DataLayout : byte { NCHW = 1 } +enum ReduceOperation: byte { + Sum = 0, + Max = 1, + Mean = 2, + Min = 3 +} + enum ResizeMethod: byte { NearestNeighbor = 0, Bilinear = 1, @@ -160,7 +167,8 @@ enum LayerType : uint { QLstm = 56, Fill = 57, Rank = 58, - LogicalBinary = 59 + LogicalBinary = 59, + Reduce = 60 } // Base layer table to be used as part of other layers @@ -881,6 +889,19 @@ table RankLayer { base:LayerBase; } +table ReduceLayer { + base:LayerBase; + descriptor:ReduceDescriptor; +} + +table ReduceDescriptor { + targetHeight:uint; + targetWidth:uint; + keepDims:bool = false; + axis:[uint]; + reduceOperation:ReduceOperation = Sum; +} + union Layer { ActivationLayer, AdditionLayer, @@ -941,7 +962,8 @@ union Layer { QLstmLayer, FillLayer, RankLayer, - LogicalBinaryLayer + LogicalBinaryLayer, + ReduceLayer } table AnyLayer { @@ -960,4 +982,4 @@ table SerializedGraph { featureVersions:FeatureCompatibilityVersions; } -root_type SerializedGraph;
\ No newline at end of file +root_type SerializedGraph; |