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path: root/src/backends/reference/workloads
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2019-01-24IVGCVSW-2503 Refactor RefElementwiseWorkload around Equal and Greaterkevmay01
* Remove Equal and Greater from RefElementwiseWorkload * Create RefComparisonWorkload and add Equal and Greater * Update ElementwiseFunction for different input/output types * Update TfParser to create Equal/Greater with Boolean output * Update relevant tests to check for Boolean comparison Change-Id: I299b7f2121769c960ac0c6139764a5f3c89c9c32
2019-01-23IVGCVSW-2511 Add end to end Gather layer testnarpra01
* Add end to end test for Gather operator * Add Support for int32 to Constant layer for Ref * Add Int32Workload * Add RefConstantWorkload as template for float, uint8, int32 * Remove unused RefBaseConstantWorkload * Remove unused RefConstantFloat32Workload * Remove unused RefConstantUint8Workload * Add support check for int32 in LayerSupport functions Change-Id: Ic970588a49ebe2aafb12be8adef52371feacaa7b
2019-01-22IVGCVSW-2510 Ref workload implementation for Gather operatornarpra01
* add implemenentation for GatherQueueDescriptor validate function * add FirstInputTypedWorkload to allow type check on the first input tensor only * add ref workload implemenentation for float and uint8 * add Gather layer support in Ref * unit tests Change-Id: I4578a3211f11d24aa29d15bcf7f45b0445bcd1ee
2019-01-15IVGCVSW-2454 Merge together the pluggable backends work (was in aMatteo Martincigh
separate branch) and master * Brings in all the changes done for the pluggable backends * Added sub-graph support and tests * Added precompiled layer support and tests * Moved BackendSettings to a separate file * Removed the backend-specific code * Ported DebugLayer and associated functionality * Included fixes to make those changes work with master Change-Id: Id7028fa7917527b844628d5aff5732e3d94c0488
2019-01-07IVGCVSW-2371 Add Rsqrt Ref implementationMohamed Nour Abouelseoud
*Added Unit Tests Change-Id: I6cceb8e6dcda35ce08415f8e5ca86019a64d26e3
2019-01-07IVGCVSW-2421 Remove the template-based version of armnnUtils::PermuteMatteo Martincigh
in favor of a type-indepent implementation that takes void-pointers * The new implementation requires the size of the type to be passed to the function * Updated all the usages accordingly * Removed the old implementation no longer used !android-nn-driver:469 Change-Id: I37f4e6d62a38fbb8ec8c39bb559a2c54c83365d4
2019-01-04MLCE-77 Depthwise Convolution with depth multiplier > 1 doesn't workMatteo Martincigh
* Unified ArmNN's weight format to [ M, I, H, W ] for the depthwise convolution * Added conversion utilities to permute/reshape the weights as appropriate when using CL and Neon backends * Updated the reference implementation of the convolution * Updated the relevant unit tests accordingly !android-nn-driver:459 Change-Id: I07d0818efa9d1ca1e5dad82983aac1fe78eadb18
2019-01-03IVGCVSW-2370 Code clean up after Equal operator implementation where necessaryruoyan01
StringMapping was located in the backendsCommon Change-Id: I1c4a0bfca986722c721fcb2b460c03d6e1cd4568
2018-12-19IVGCVSW-2379 Add Greater Ref workload implementationFrancisMurtagh
* Added the Greater operation as an element-wise workload * Added the unit tests Change-Id: Ie00ee30e47a5f5e17a728032eeb11a085d06c8f2
2018-12-18IVGCVSW-2365 Add Reference Equal Workload ImplementationFrancisMurtagh
* Add reference equal workload * Add Reference Workload Unit Test Change-Id: If2848e7dde4248566b99d91726d08143c40ff80d
2018-12-07IVGCVSW-2316 Add reference implementation and unit tests for DebugNattapat Chaimanowong
Change-Id: Ib2e5de2a057da57ef77a9f5c4367d699d4773294
2018-12-05IVGCVSW-2264 Remove input swizzling from ParseConv2D in the TF parserMatteo Martincigh
* Removed the input swizzling when the data layout is NHWC * Permuting weights depending on the data layout used * Added getter methods to ParsedConstTfOperation to get the tensor info and the storage memory area, needed for swizzling the weights * Added unit tests for both NHWC and NCHW data layouts Change-Id: I6543900c594417df630b2663d8551158b93b7836
2018-12-05IVGCVSW-2264 Move DataLayoutIndexed to armnnUtilsMatteo Martincigh
* Since DataLayoutIndexed is now required in the TF parser, this changes move it to the armnnUtils library so that it'll be accessible by the armnnTfParser * Modified CMake files and Android.mk files accordingly Change-Id: Ie2620359ef288aeff64cb9e9bec068a466eee0e9
2018-12-04IVGCVSW-2247 Adding a min Elementwise Workload and testsÉanna Ó Catháin
Change-Id: I017ca6c23b62a8978982de0ca4ad204cb8cf7c67
2018-11-29IVGCVSW-2254 Add Reference workload for Maximumsaoste01
Change-Id: Id7302c6b1df995ebe6eb8eb94bab38bee1b31b0b
2018-11-28IVGCVSW-2202 Refactoring Arithmetic* names to Elementwise* names for ↵Éanna Ó Catháin
workloads and workload functions Change-Id: I6f3fce12a55f7d38ceafcdfcd6b5181bf56e2c09
2018-11-26IVGCVSW-2087 Reference implementation and unit tests for StridedSliceNattapat Chaimanowong
Change-Id: Ifeacc0adb4547c72537b9ea7a61bf3c4ec3673fa
2018-11-19IVGCVSW-2169 Remove DataLayoutIndexed from public APIMatthew Bentham
Change-Id: If8d8087d9d365e467d3ca9bf9c40d7219cb75cfd
2018-11-16IVGCVSW-2092 Port LSTMCell::Eval to ArmNNMatteo Martincigh
* Ported Google's LSTM implementation to RefLstmFloat32Workload * Fixed the code throughout because of an error in the docs around the scratch buffer size * Updated IsLstmSupported * Added the unit tests !android-nn-driver:127 Change-Id: I5577b7e39ca52df1a7f102a9b437df6aa99520b6
2018-11-14IVGCVSW-2054: Fixing issue with InferOutputShape implementation in ↵Éanna Ó Catháin
BatchToSpaceNdLayer. * added Unit test Change-Id: I80f55e8c7afb39d96006c8dd027fc9683ea8182e
2018-11-12Tidying up multiple issuesÉanna Ó Catháin
* Fixed error in InferOutputShape implementation * Added better error checking to the BatchToSpace implementation. * Added defaults to the batchToSpace descriptors. * Changed crops to be a vector of pairs to align with the SpaceToBatch implementation Change-Id: Ib1c16d871f0898a1caeb6629c1fee6380a773e14
2018-11-12IVGCVSW-2054: BATCH_TO_SPACE_ND Reference implementation and Unit tests.Éanna Ó Catháin
Change-Id: I13c6728dbb60643d0e086d171225c5d802987f92
2018-11-09IVGCVSW-2095 Add reference implementation and unit tests for SpaceToBatchNdNattapat Chaimanowong
Change-Id: I27ffebdece6e68460931a44c15b9b029f9fce638
2018-11-02IVGCVSW-1946: Remove armnn/src from the include pathsAron Virginas-Tar
Change-Id: I663a0a0fccb43ee960ec070121a59df9db0bb04e
2018-10-31IVGCVSW-2102: Fix Pooling2D CpuRef indexing bugJames Conroy
* Fixes bug when calcuating indexes for NHWC in Pooling2D CpuRef implementation, it now uses TensorBufferArrayView. * Adds 2-Channel unit tests for Pooling2d on CpuRef, Cl and Neon. The single channel tests were not properly exercising Pooling2d using NHWC data layout. * Refactors Pooling2D NHWC tests so that the input and output data are permuted to NHWC when necessary, instead of hard coding the data in NHWC format. Change-Id: I5b9d41ed425ff283ea8c8ef6b1266ae0bc80f43b
2018-10-26IVGCVSW-2069 - Implement NHWC Convolution2D for CpuRefnarpra01
* Calculate index for NHWC to compute Convolution * add more unit test for NHWC Change-Id: I800d649b9b42be2758c445e3b3e76142888c1377
2018-10-22IVGCVSW-2024: Support NHWC for Pooling2D CpuRefJames Conroy
* Adds implementation to plumb DataLayout parameter for Pooling2D on CpuRef. * Adds unit tests to execute Pooling2D on CpuRef using NHWC data layout. * Refactors original tests to use DataLayoutIndexed and removes duplicate code. Change-Id: Ife7e0861a886cf58a2042e5be20e5b27af4528c9
2018-10-22IVGCVSW-2013 Add a UInt8 Reference Implementation for the PAD OperatorMohamed Nour Abouelseoud
Change-Id: I41f3606198db1fda8d72aaf5169594ba9156eb38
2018-10-22IVGCVSW-1865 - Support NHWC for Convolution2D (CpuRef)Nikhil Raj
* Updated the ConvImpl.hpp to use DataLayoutIndex * Enabled unit test for CpuRef * Update CreateWorkload Tests for ref with NHWC Change-Id: Id309b7ef677489d63dcb5e09bd48ab9624b5ebfb
2018-10-22IVGCVSW-2032 + IVGCVSW-2033 Add NHWC implementation to the referenceMatteo Martincigh
Normalization workload * Enabled NHWC support in RefNormalizationFloat32Workload for Across normalization * Added unit test for the reference implementation Change-Id: I0e1f319e76491d43b83b121c273fadb5b259d1a0
2018-10-22IVGCVSW-2038 + IVGCVSW-2039 + IVGCVSW-2040 Add NHWC support to the Float32 ↵Matteo Martincigh
and UInt8 BatchNormalization workloads * Enabled NHWC support in RefBatchNormalizationFloat32Workload * Added NHWC unit tests for both FP32 and U8 * Refactored the existing unit tests Change-Id: I6aa18f1dcc0666b80a17a7ed229cf53607bae147
2018-10-22Added missing pragma directive to TensorBufferArrayView.hppMatteo Martincigh
Change-Id: Ic7882cb415ccb7a899f5fb353fb96a1f19d03346
2018-10-22IVGCVSW-2018 Support NHWC in the current ref implementationMatteo Martincigh
* Enabled the now supported ref layer tests * Re-enabled the failing test now that the bug has been fixed in ACL 1903a9976ae24f40cb2203364211ed62fcfbb985 * Added CreateWorkload test for ref L2Normalization NHWC * Refactoring the ref L2Normalization for clarity !armnn:153723 Change-Id: Id0067e49072b3e057ffe3ae3b70d928be6091c0f
2018-10-22IVGCVSW-2018 Support NHWC in the current ref implementationMatteo Martincigh
* Added NHWC support to TensorBufferArrayView class Change-Id: I41e1d0acd226a471ec834e380389631d9236cb00
2018-10-22IVGCVSW-1885 add RefPadWorkload implementation and associated unit testsMohamed Nour Abouelseoud
* Added RefPadWorkload implementation * Added unit tests and applied them to CL and Ref backends * Fixed a bug in ClPadWorkload Change-Id: I8cb76bc9d60ae8a39b08d40f05d628e3b72f6410
2018-10-22IVGCVSW-1998 : replace Compute enum in LayerSupport free functionsDavid Beck
!android-nn-driver:153490 Change-Id: I1c2a5f942e3a1c3626e093c90545ca27c64ba5e8
2018-10-22IVGCVSW-1978: Support NHWC for ResizeBilinear CpuRefJames Conroy
* Adds implementation to plumb DataLayout parameter for ResizeBilinear on CpuRef. * Adds unit tests to execute ResizeBilinear on CpuRef using the NHWC data layout. * Adds DataLayoutIndexed API, allowing easy access to the Channels, Height and Width of a tensor based on its data layout. This reduces code duplication. * Refactors original ResizeBilinear implementation and tests to use the DataLayoutIndexed API when required. Change-Id: Ic2b8916cdd2e370d070175547079d774daf6d7bf
2018-10-10IVGCVSW-1913: Fix for ValidationTest.concat_float_3_relaxedarovir01
* Added RefPermuteFloat16Workload to serve as a fallback when CL does not support the required permute configuration for FP16 * Move Half.hpp to armnnUtils as the utils library should not be including private header files from the armnn library Change-Id: Ibf0f698451e8406f7ed7cce470dab60b6d16361d
2018-10-10IVGCVSW-1900 : CL backend folder structureDavid Beck
* moving backends/ClWorkloads to backends/cl * and moving pure Cl workload related code to backends/cl/workloads Change-Id: I019a3c6b4da5e7a23074bf03fb057e63199ad129
2018-10-10IVGCVSW-1812 Adding Ref implementation and tests of MeanWorkloadsnarpra01
Change-Id: I6fb15c407024e3b91d5abf4513f8090be5821760
2018-10-10IVGCVSW-1898 : Ref backend folder structureDavid Beck
* Reference backend is renamed to backends/reference as per https://confluence.arm.com/display/MLENG/Pluggable+backends Change-Id: I27a13c274eb60995dfb459e3c49c0e2f60bcd32c
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