platform/upstream/armnn.git
4 years agoIVGCVSW-3604 Fix channel shape calculation in TransposeConvolution2dLayer::InferOutpu...
Narumol Prangnawarat [Fri, 2 Aug 2019 14:08:59 +0000 (15:08 +0100)]
IVGCVSW-3604 Fix channel shape calculation in TransposeConvolution2dLayer::InferOutputShapes

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I2e3d5922bb89c8f3b84ff5458fda981ff177c3ce

4 years agoIVGCVSW-3539 Add Neon support and tests for Stack
Matthew Jackson [Thu, 1 Aug 2019 09:01:34 +0000 (10:01 +0100)]
IVGCVSW-3539 Add Neon support and tests for Stack

* Added Neon backend support for Stack
* Added unit tests for Stack on the Neon backend

Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I21379966a6303285f8b65418d0d4ac7982cc9f04

4 years agoIVGCVSW-3470 Add Quantized_LSTM tests
James Conroy [Thu, 1 Aug 2019 15:01:48 +0000 (16:01 +0100)]
IVGCVSW-3470 Add Quantized_LSTM tests

  * Added Layer and Create Workload tests
    for the new Quantized LSTM layer.
  * Tests to be enabled on NEON and CL in
    their respective patches.

Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I7e9e9768dd63010ab58367c45fffcff452377cfb

4 years agoIVGCVSW-3577 Update ACL pin to include NEON convolution output multiplier fix
Aron Virginas-Tar [Fri, 2 Aug 2019 09:29:28 +0000 (10:29 +0100)]
IVGCVSW-3577 Update ACL pin to include NEON convolution output multiplier fix

!android-nn-driver:1668

Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I33de31d35fa9c7d76f1738e343c5d28270e9a2c1

4 years agoIVGCVSW-3571 Fix VTS Test Skips
Mike Kelly [Thu, 1 Aug 2019 07:43:57 +0000 (08:43 +0100)]
IVGCVSW-3571 Fix VTS Test Skips

 * Fixed FP16 failures on Max, Min, BatchToSpace on Gpu
 * Fixed Signed32 skips on Maximum and Minimum

Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I4bea19af1a0ae4c8950af8c6d5d68622cdd9b674

4 years agoIVGCVSW-3539 Add CL support and tests for Stack
Matthew Jackson [Wed, 31 Jul 2019 13:06:28 +0000 (14:06 +0100)]
IVGCVSW-3539 Add CL support and tests for Stack

* Added CL backend support for Stack
* Added unit tests for Stack on the CL backend
* Refactored unit tests to support generic data types

Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I38ee3e9d8947ea98a3104c982698001e704d7d89

4 years agoIVGCVSW-3571 Add Gpu backend to CI tests for Android Q
Sadik Armagan [Wed, 31 Jul 2019 15:36:27 +0000 (16:36 +0100)]
IVGCVSW-3571 Add Gpu backend to CI tests for Android Q

 * Fixed Quantized FP16 failures on GpuAcc

Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ia6372da1305c3e826f56ba537e11acf7875c2d74

4 years agoIVGCVSW-3561 Use absolute path of unit tests
Matteo Martincigh [Wed, 31 Jul 2019 10:05:16 +0000 (11:05 +0100)]
IVGCVSW-3561 Use absolute path of unit tests

 * Using the absolute path of the unit tests executable so that
   the unit tests can be run from anywhere and the relative path
   to the test shared objects would still work

Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I57401daa162570e9ab1717d28a54a19f421afb0e

4 years agoIVGCVSW-3581 Fix AddCopyLayers and associated tests
Matthew Bentham [Tue, 30 Jul 2019 08:24:12 +0000 (08:24 +0000)]
IVGCVSW-3581 Fix AddCopyLayers and associated tests

Take a copy of the MemoryStrategies for a layer before inserting
new connections. Use the copy when looking up the original MemoryStrategies
during the graph transformation.

Fix the unit tests for AddCopyLayers to have cases where copies are needed.
Fix the validation for clarity and correctness - was previously comparing
Layers by pointer when it should have been by name (as it was comparing
with a cloned graph).

Change-Id: Ie282dc11913e977b8151ce1ad8bfba5e11617d40
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
4 years agoIVGCVSW-3561 Test the DynamicBackend class
Matteo Martincigh [Wed, 24 Jul 2019 13:56:13 +0000 (14:56 +0100)]
IVGCVSW-3561 Test the DynamicBackend class

 * Added unit test for valid dynamic backends
 * Added unit tests for various cases of invalid dynamic backends
   (invalid handle, malformed backends, incompatible version, etc.)

Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I4c3b33702bb0faac2bbebe224f69908639b4fc54

4 years agoIVGCVSW-3555 Add unit tests for the dynamic backend utility functions
Matteo Martincigh [Fri, 26 Jul 2019 14:12:47 +0000 (15:12 +0100)]
IVGCVSW-3555 Add unit tests for the dynamic backend utility functions

 * Added a test library to exercise the utility functions that
   handle the shared objects

Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Ic8095febca2a46050831eb42f55a714f3ae3bfe3

4 years agoIVGCVSW-3592 Add Support for Quantize to HAL 1.2 Driver
Sadik Armagan [Mon, 29 Jul 2019 16:16:40 +0000 (17:16 +0100)]
IVGCVSW-3592 Add Support for Quantize to HAL 1.2 Driver

Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ib93c94a15fe15495664d509630cce373a69e1612

4 years agoIVGCVSW-3471 Add Serialization support for Quantized_LSTM
Jan Eilers [Tue, 23 Jul 2019 08:47:43 +0000 (09:47 +0100)]
IVGCVSW-3471 Add Serialization support for Quantized_LSTM

* Adds serialization/deserialization support
* Adds related Unit test

Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Iaf271aa7d848bc3a69dbbf182389f2241c0ced5f

4 years agoIVGCVSW-3574 Update the docs with the backend versioning info
Matteo Martincigh [Fri, 26 Jul 2019 08:54:26 +0000 (09:54 +0100)]
IVGCVSW-3574 Update the docs with the backend versioning info

 * Added new Dynamic Backends section
 * Added new sub-section for the dynamic backends base interface
 * Added new sub-section for the backend versioning rules

Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Icf8ce9573b13004eac5a238a259e79936f2d26fb

4 years agoIVGCVSW-3556 Create the DynamicBackend class
Matteo Martincigh [Wed, 24 Jul 2019 08:54:26 +0000 (09:54 +0100)]
IVGCVSW-3556 Create the DynamicBackend class

 * Created the new DynamicBackend class with all the necessary
   getters/utility functions
 * Created function types to mirror the backend interface functions

Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I80a29e6e8a8d0b0655caba63d12cf62e0d8fc832

4 years agoMLCE-130: Enabled optimized path for DepthwiseConv 5x5
Pablo Tello [Fri, 26 Jul 2019 12:45:48 +0000 (13:45 +0100)]
MLCE-130:  Enabled optimized path for DepthwiseConv 5x5

Change-Id: I5cd90121e5fe1b49b394ee6f5a87e86520a30119
Signed-off-by: Pablo Tello <pablo.tello@arm.com>
4 years agoIVGCVSW-3554 Update workloads to pass Softmax Axis Parameter to Backends
Francis Murtagh [Fri, 26 Jul 2019 14:44:17 +0000 (15:44 +0100)]
IVGCVSW-3554 Update workloads to pass Softmax Axis Parameter to Backends

 * Add check in CL and Neon to ensure axis is 1 otherwise
   return unsupported.
 * Edit CreateWorkload test and JsonPrinter test to ensure axis of 1.

Change-Id: I499b405532e26fefc2dd1c18b6dc6005813b5604
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
4 years agoIVGCVSW-3537 Add support for L2 Normalization with < 4 dimensional tensors
Matthew Jackson [Thu, 25 Jul 2019 15:14:30 +0000 (16:14 +0100)]
IVGCVSW-3537 Add support for L2 Normalization with < 4 dimensional tensors

* Fix reference L2 Normalization workload to support < 4 dimensional tensors
* Add unit test for L2 Normalization with 2d tensor to Reference, Neon and CL test suites
* Fix typo in StackLayer

Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I48a6a1289bcb02955b24f261bc70b467bd1abc23

4 years agoIVGCVSW-3368 Add Neon and CL unit tests for depth multiplier = 64
Matthew Jackson [Thu, 25 Jul 2019 11:58:56 +0000 (12:58 +0100)]
IVGCVSW-3368  Add Neon and CL unit tests for depth multiplier = 64

Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Icd89230d0698f32a5ebe36ec5012a0fcc19e1565

4 years agoIVGCVSW-3566 Fix LSTM with normalization and Cifg WorkloadFactory
Ferran Balaguer [Wed, 24 Jul 2019 16:03:45 +0000 (17:03 +0100)]
IVGCVSW-3566 Fix LSTM with normalization and Cifg WorkloadFactory

Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Change-Id: I586415357d0f0d315c7174ad385167effa66b195

4 years agoFix ModelAccuracyTool and ImageTensorGenerator's command line option typo
SiCong Li [Thu, 25 Jul 2019 13:54:39 +0000 (14:54 +0100)]
Fix ModelAccuracyTool and ImageTensorGenerator's command line option typo

Signed-off-by: SiCong Li <sicong.li@arm.com>
Change-Id: Id753fa1ea7a0aabc95b319cb78492f4220b701a4

4 years agoIVGCVSW-3543 Implement the backend versioning algorithm
Matteo Martincigh [Thu, 25 Jul 2019 14:25:44 +0000 (15:25 +0100)]
IVGCVSW-3543 Implement the backend versioning algorithm

 * Added version structure for backends, with comparisons operators
 * Added version to IBackendInternal
 * Added version utility function to DynamicBackendUtils class

Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I3697469675c27f79f7cfb296cfa69ec7e06375e5

4 years agoIVGCVSW-3555 Fix string formatting in DynamicBackendUtils
Matteo Martincigh [Thu, 25 Jul 2019 13:04:40 +0000 (14:04 +0100)]
IVGCVSW-3555 Fix string formatting in DynamicBackendUtils

Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I97d5fe93e1448778fc020fd6fbd5a47a3f5e7235

4 years agoIVGCVSW-3521 CpuAcc V1.2 pad Failures
Mike Kelly [Thu, 25 Jul 2019 07:39:31 +0000 (08:39 +0100)]
IVGCVSW-3521 CpuAcc V1.2 pad Failures

 * Pad value for QASYMM8 is no longer stored in quantized form.

Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I048e1d233353c0560ae03a7cc1ed5199295352bc

4 years agoIVGCVSW-3563 + IVGCVSW-3555 Create new utility functions for dynamic backends
Matteo Martincigh [Wed, 24 Jul 2019 08:15:00 +0000 (09:15 +0100)]
IVGCVSW-3563 + IVGCVSW-3555 Create new utility functions for dynamic backends

 * Created new DynamicBackendUtils class
 * Added OpenHandle, CloseHandle, GetEntryPoint and GetDlError methods to it

Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I88c683b2c5d37968a9ebdf335be932ae2d9061e5

4 years agoIVGCVSW-3469 Add front end for Quantized LSTM layer
James Conroy [Wed, 17 Jul 2019 10:27:46 +0000 (11:27 +0100)]
IVGCVSW-3469 Add front end for Quantized LSTM layer

 * Added new layer QuantizedLstm (Android Q)
 * Made necessary changes to APIs
 * Added unit tests

Change-Id: I3b9f16b0e7e49f51932cf204c87cb7118798123a
Signed-off-by: James Conroy <james.conroy@arm.com>
4 years agoIVGCVSW-3476 Add InferOutputShapes unit tests for convolution workloads
Teresa Charlin [Thu, 18 Jul 2019 15:23:58 +0000 (16:23 +0100)]
IVGCVSW-3476 Add InferOutputShapes unit tests for convolution workloads

* Convolution2d, DepthwiseConvolution2d & TransposeConvolution2d

Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I2490c684765d8c7349183572f46e86c201b8eefd

4 years agoFix various uses of non-standard C++:
Rob Hughes [Tue, 23 Jul 2019 14:37:19 +0000 (15:37 +0100)]
Fix various uses of non-standard C++:

* Replace u_int32_t with uint32_t
* Replace size_t with uint32_t for initializer list of TensorInfo
* Replace variable size arrays with std::vector
* Replace reference to local variable during its initialisation

Change-Id: I298b3995f1525f90a1ab2416d7e270315698fae3

4 years agoAdd DLL copy commands for armnnTfLiteParser.dll
Rob Hughes [Tue, 23 Jul 2019 14:34:01 +0000 (15:34 +0100)]
Add DLL copy commands for armnnTfLiteParser.dll

Change-Id: Ibf4448bc898d2265ddba1be038d8ebc757bcdc2e

4 years agoNNXSW-1697 Remove use of SubgraphView that may become invalid.
Rob Hughes [Tue, 23 Jul 2019 14:33:39 +0000 (15:33 +0100)]
NNXSW-1697 Remove use of SubgraphView that may become invalid.

The mainSubgraph variable held references to layers in the optimised
graph that become invalid when a graph substitution is made.

The fix is to always use the optimised graph itself rather than a
view of it. The view served no purpose anyway.

Change-Id: Iad75f5829597ec43a774cfd7f2e5e7dede09dfa4

4 years agoFix and clean up ImageTensorGenerator
SiCong Li [Thu, 18 Jul 2019 15:33:42 +0000 (16:33 +0100)]
Fix and clean up ImageTensorGenerator

* Fix the issue that uint8_t image tensors are written out as
characters.
* Add doxygen comments.

Signed-off-by: SiCong Li <sicong.li@arm.com>
Change-Id: Ic5b3af489f405abcc1ed1e7dd76f56c5ae7ffbf4

4 years agoIVGCVSW-3526 Add layer norm support for lstm serialization
Jan Eilers [Wed, 17 Jul 2019 10:07:49 +0000 (11:07 +0100)]
IVGCVSW-3526 Add layer norm support for lstm serialization

* Adds layer norm support for serialization/deserialization
* Adds related unit tests

Change-Id: If80b668accc8b0754a93d18ab3a243284cb383d1
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
4 years agoIVGCVSW-3536 Add Axis parameter to reference Softmax implementation
Francis Murtagh [Tue, 23 Jul 2019 08:50:50 +0000 (09:50 +0100)]
IVGCVSW-3536 Add Axis parameter to reference Softmax implementation

 * Add Axis parameter to Softmax Descriptor
 * Add new reference implementation for Softmax using Axis parameter
 * Add unit tests to cover each Axis

Change-Id: Iafac2275d2212337456f2b1b56b0f76f77fb9543
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
4 years agoIVGCVSW-3548 Use BuildArmComputePadStrideInfo() in CL and NEON convolution workloads
Aron Virginas-Tar [Mon, 22 Jul 2019 14:30:22 +0000 (15:30 +0100)]
IVGCVSW-3548 Use BuildArmComputePadStrideInfo() in CL and NEON convolution workloads

* Refactoring: use existing utility function for creating arm_compute::PadStrideInfo
  objects in CL and NEON convolution workloads instead of duplicating code

Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Id5e5a0f264e20af99dabce8dd8c6b782dedb94e6

4 years agoGithub #229 Remove unused include
Mike Kelly [Mon, 22 Jul 2019 13:55:51 +0000 (14:55 +0100)]
Github #229 Remove unused include

 * experimental/filesystem is unavailable in some versions of LLVM

Change-Id: I0136bc911f2607561e8000fe9fa7c07f480554b6
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
4 years agoIVGCVSW-3368 Add reference support for depthwise multiplier > 3
Matthew Jackson [Mon, 22 Jul 2019 12:53:24 +0000 (13:53 +0100)]
IVGCVSW-3368 Add reference support for depthwise multiplier > 3

* Remove multiplier check in TfLite parser
* Add reference unit test for depthwise multipler of 64, as in DeepSpeaker

Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I787339ab4c4d269333985353d191202d070906ba

4 years agoIVGCVSW-3383 - Add TfLite Parser support for L2 Normalization layer
Matthew Jackson [Thu, 18 Jul 2019 09:47:03 +0000 (10:47 +0100)]
IVGCVSW-3383 - Add TfLite Parser support for L2 Normalization layer

* Added ParseL2Normalization in TfLiteParser
* Added new unit tests L2Normalization.cpp
* Added documentation for supported L2 Normalization to TensorflorLiteSupport.md

Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I83ea75d1791ac8a00390aed3e5d0a7b337fcd46d

4 years agoIVGCVSW-3311 Refactor Validate() methods in WorkloadData.cpp
Aron Virginas-Tar [Fri, 19 Jul 2019 10:37:10 +0000 (11:37 +0100)]
IVGCVSW-3311 Refactor Validate() methods in WorkloadData.cpp

* Use ValidateTensorDataTypesMatch() instead of ValidateDataTypes() to
  check whether two tensors have the same DataType
* Use const TensorInfo& aliases for tensor infos checked in multiple
  places
* Use a const std::string& alias for the descriptorName instead of
  using string literals throughout the code

Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ie59db29b74d8b75bf07c5a6944f65f5e186cf8db

4 years agoIVGCVSW-3481 Add End to End test for Prelu in the Neon backend
Nikhil Raj [Mon, 22 Jul 2019 10:27:29 +0000 (11:27 +0100)]
IVGCVSW-3481 Add End to End test for Prelu in the Neon backend

Change-Id: I3061fa980fccdfb358ebfaf2870b57b110ed182e
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
4 years agoIVGCVSW-3480 Add End to End test for Prelu in the CL backend
Nikhil Raj [Mon, 22 Jul 2019 09:13:22 +0000 (10:13 +0100)]
IVGCVSW-3480 Add End to End test for Prelu in the CL backend

Change-Id: Iefa78dc4c3f9d3075a8b91794eb4cf469268d946
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
5 years agoIVGCVSW-3479 Add End to End test for Prelu
Nikhil Raj [Fri, 19 Jul 2019 14:15:23 +0000 (15:15 +0100)]
IVGCVSW-3479 Add End to End test for Prelu

Change-Id: I041bdf9e721a4384ea3c2be0184787dd1f4ea08e
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
5 years agoIVGCVSW-3453 Fix VTS quant_output_multiplier_gt_1 test failures
FinnWilliamsArm [Thu, 18 Jul 2019 10:15:42 +0000 (11:15 +0100)]
IVGCVSW-3453 Fix VTS quant_output_multiplier_gt_1 test failures

 * Remove ValidateTensorQuantizationMultiplier
 * Update CL pin to COMPMID-2336

Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: Iaece5b564134f7ec91f82cb246bcb10ad455999d

5 years agoIVGCVSW-3297 Add Neon backend support for ResizeNearestNeighbour
Ellen Norris-Thompson [Mon, 15 Jul 2019 13:23:30 +0000 (14:23 +0100)]
IVGCVSW-3297 Add Neon backend support for ResizeNearestNeighbour

 * Renamed NeonResizeBilinearWorkload.* to NeonResizeWorkload.* and added support for ResizeNearestNeighbour
 * Added CreateWorkload and LayerTests for Neon backend

Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com>
Change-Id: I72f5340608a0928f8b32a41d1915ee2c35849f18

5 years agoIVGCVSW-3423 Add TfLite parser support for Stack (Pack) layer
Matthew Jackson [Tue, 16 Jul 2019 10:39:21 +0000 (11:39 +0100)]
IVGCVSW-3423 Add TfLite parser support for Stack (Pack) layer

* Added ParsePack method
* New unit test Pack.cpp
* Updated TensorFlowLiteSupport.md with new supported operator

Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I2310b33ee26959b036bb4452a25c90cc1d4cbf20

5 years agoIVGCVSW-3419 Add reference workload support for the new Stack layer
Matthew Jackson [Thu, 11 Jul 2019 11:07:09 +0000 (12:07 +0100)]
IVGCVSW-3419 Add reference workload support for the new Stack layer

 * Added reference workload for the Stack layer
 * Added factory methods
 * Added validation support
 * Added unit tests

Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Ib14b72c15f53a2a2ca152afc357ce2aa405ccc88

5 years agoRemove unnecessary include from ClResizeWorkload.cpp
Aron Virginas-Tar [Tue, 16 Jul 2019 15:34:10 +0000 (16:34 +0100)]
Remove unnecessary include from ClResizeWorkload.cpp

Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I5c8f6d08653646d99f839ceca11931e3be0467d8

5 years agoMLCE-103 Clean up ModelAccuracyTool and ImageTensorGenerator
SiCong Li [Thu, 11 Jul 2019 11:02:45 +0000 (12:02 +0100)]
MLCE-103 Clean up ModelAccuracyTool and ImageTensorGenerator

* Fix ImageTensorGenerator command line options
* Update ModelAccuracyTool README
* Update ImageTensorGenerator README

Signed-off-by: SiCong Li <sicong.li@arm.com>
Change-Id: I19e573f2b4aa0d7ecab63dc3886a66aa9d8724bc

5 years agoIVGCVSW-3478 Refactor armnn to make new Lstm parameters available in android-nn-drive...
Ferran Balaguer [Wed, 10 Jul 2019 11:43:58 +0000 (12:43 +0100)]
IVGCVSW-3478 Refactor armnn to make new Lstm parameters available in android-nn-driver through ILayerSupport.h

!android-nn-driver:1506

Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Change-Id: Ia9904bd355c72a84f07d0a26faf143a4d6aead9c

5 years agoIVGCVSW-3420 Add Serialization support for the new Stack layer
Matthew Jackson [Thu, 11 Jul 2019 14:54:20 +0000 (15:54 +0100)]
IVGCVSW-3420 Add Serialization support for the new Stack layer

 * Adds serialization/deserialization support
 * Adds related unit test

Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I69deb5397b8a06c679715e24971e9bb1c282140d

5 years agoIVGCVSW-3513 Update CL pin that fixes impl_base.hpp not found issue
Nikhil Raj [Mon, 15 Jul 2019 12:38:37 +0000 (13:38 +0100)]
IVGCVSW-3513 Update CL pin that fixes impl_base.hpp not found issue

!android-nn-driver:1546

Change-Id: I2b6ca7843aa66cafcbdbf7acd9b2ab9b306c75eb
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
5 years agoIVGCVSW-3519 Refactor TransposeConvolution2dWorkload for CL backed
Nikhil Raj [Mon, 15 Jul 2019 14:08:22 +0000 (15:08 +0100)]
IVGCVSW-3519 Refactor TransposeConvolution2dWorkload for CL backed

Change-Id: I2c458499b05b16f71decd09e6b642ce3725623fc
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
5 years agoGithub #226 Use correct paths returned by FindBoost.cmake
Matthew Bentham [Fri, 12 Jul 2019 16:26:57 +0000 (17:26 +0100)]
Github #226 Use correct paths returned by FindBoost.cmake

According to the documentation in FindBoost.cmake these
are the correct output variables.

Change-Id: If56874aaafe1577888f73719f0a493088d1ac531
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
5 years agoIVGCVSW-3495 Refactor names of convolution2d unit tests
Jan Eilers [Fri, 12 Jul 2019 09:46:33 +0000 (10:46 +0100)]
IVGCVSW-3495 Refactor names of convolution2d unit tests

Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Idb1325cba730dbf62b4742e4078220ef97d4b526

5 years agoMLCE-103 Add necessary enhancements to ModelAccuracyTool
SiCong Li [Mon, 24 Jun 2019 15:03:33 +0000 (16:03 +0100)]
MLCE-103 Add necessary enhancements to ModelAccuracyTool

* Evaluate model accuracy using category names instead of numerical
labels.
* Add blacklist support
* Add range selection support

Signed-off-by: SiCong Li <sicong.li@arm.com>
Change-Id: I7b1d2d298cfcaa56a27a028147169404b73580bb

5 years agoIVGCVSW-3421 Add Quantizer support for the new Stack layer
Matthew Jackson [Fri, 12 Jul 2019 08:37:18 +0000 (09:37 +0100)]
IVGCVSW-3421 Add Quantizer support for the new Stack layer

 * Implemented VisitStackLayer
 * Added unit test for Stack layer quantization

Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I6f708543711c3600fa6c78d6d1f41ef14bbb90bb

5 years agoGithub #227 Remove unnecessary includes
Matthew Bentham [Fri, 12 Jul 2019 15:44:29 +0000 (16:44 +0100)]
Github #227 Remove unnecessary includes

Change-Id: I08640891a206b40da478fdaa7634e7a2f76784af
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
5 years agoIVGCVSW-3296 Add CL backend support for ResizeNearestNeighbour
Aron Virginas-Tar [Tue, 2 Jul 2019 16:25:47 +0000 (17:25 +0100)]
IVGCVSW-3296 Add CL backend support for ResizeNearestNeighbour

Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I7f4c722141837939fd8904c52e75704a15c8a5e3

5 years agoIVGCVSW-3300 Add Neon backend support for dilated Convolution2d
Jan Eilers [Thu, 11 Jul 2019 09:22:36 +0000 (10:22 +0100)]
IVGCVSW-3300 Add Neon backend support for dilated Convolution2d

* Update NeonConvolution2dWorkload
* Enable unit tests

Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I1709e71e4944c5cbdcc99a003479c1fce45a612a

5 years agoUpdate ACL pin to d473386e4d5e0edcf55e13a2bf3c422a23fac0de
Aron Virginas-Tar [Thu, 11 Jul 2019 13:57:01 +0000 (14:57 +0100)]
Update ACL pin to d473386e4d5e0edcf55e13a2bf3c422a23fac0de

* Includes fixes for ResizeNearestNeighbor on CL and NEON

!android-nn-driver:1523

Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I959e43cab21dce10a9072320fada11fcb57d41f2

5 years agoIVGCVSW-3454 Fix VTS dilated conv2d test failures
Mike Kelly [Thu, 11 Jul 2019 10:46:21 +0000 (11:46 +0100)]
IVGCVSW-3454 Fix VTS dilated conv2d test failures

 * Updated InferOutputShapes to take dilation into account

Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I84e999dc037fa47ce5290e9baa0df94bc9e7ce4d

5 years agoIVGCVSW-3298 Add CL backend support for dilated Convolution2d
Jan Eilers [Thu, 11 Jul 2019 08:19:35 +0000 (09:19 +0100)]
IVGCVSW-3298 Add CL backend support for dilated Convolution2d

* Update ClConvolution2dWorkload
* Enable unit tests

Change-Id: Id07bae220a35a0cadcacebe615f156622ae5f196
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
5 years agoIVGCVSW-3492 - Fix for Array must be initialized error
Kevin May [Thu, 11 Jul 2019 08:50:15 +0000 (09:50 +0100)]
IVGCVSW-3492 - Fix for Array must be initialized error

Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: Ic4177278bb8fb9e6e7e3c03ff8f49bfa99f5efdd

5 years agoIVGCVSW-3468 Add Unit test for Conv2D that combines
Teresa Charlin [Tue, 9 Jul 2019 14:45:35 +0000 (15:45 +0100)]
IVGCVSW-3468 Add Unit test for Conv2D that combines
 strides, dilation and padding

Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iea99a162e1f0c823cd0f8bc0ae2fb5f461778515

5 years agoIVGCVSW-3418 Add Arm NN front end support for the new Stack layer
Matthew Jackson [Thu, 4 Jul 2019 13:59:16 +0000 (14:59 +0100)]
IVGCVSW-3418 Add Arm NN front end support for the new Stack layer

 * Added new StackLayer class
 * Made necessary changes to Descriptors, ILayerSupport, ILayerVisitor, etc.
 * Added unit tests

Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Ieb97a928a342ffe1901c6058eb895711c358fd3d

5 years agoIVGCVSW-3337 Add Neon backend support for LSTM layer normalisation
Jan Eilers [Mon, 8 Jul 2019 08:57:55 +0000 (09:57 +0100)]
IVGCVSW-3337 Add Neon backend support for LSTM layer normalisation

* Update neon lstm workload
* Add unit tests
* Add isLstmSupported

Change-Id: I493c159137f6544b0f2532d16d4fafd7a7e587e5
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
5 years agoIVGCVSW-3465 Add Customizable padding QSymm16 Unit Test to Neon
FinnWilliamsArm [Tue, 9 Jul 2019 15:01:41 +0000 (16:01 +0100)]
IVGCVSW-3465 Add Customizable padding QSymm16 Unit Test to Neon

Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: I327187b007e1aa18f3385766f4a82e113301a2f3

5 years agoIVGCVSW-3467 Add CL Backend support for Pad_v2 with Unit Test
FinnWilliamsArm [Tue, 9 Jul 2019 13:46:28 +0000 (14:46 +0100)]
IVGCVSW-3467 Add CL Backend support for Pad_v2 with Unit Test

Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: I4c51e49ef57065e9fb0038175e67290c59d5f396

5 years agoIVGCVSW-3338 Add CL backend support for LSTM normalization
Jan Eilers [Mon, 8 Jul 2019 14:56:59 +0000 (15:56 +0100)]
IVGCVSW-3338 Add CL backend support for LSTM normalization

 * Enable calls to LSTM normalization unit tests on CL backend.
 * Update CL workload to set the layer normalization parameters.

!android-nn-driver:1461

Change-Id: Ia5a29918961c391c1f1d8f331add377a38822ddd
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
5 years agoMLCE-103 Remove hardcoded output shape in ModelAccuracyTool
SiCong Li [Fri, 21 Jun 2019 15:02:40 +0000 (16:02 +0100)]
MLCE-103 Remove hardcoded output shape in ModelAccuracyTool

We can obtain the output tensor shape from the model provided by
the user.

Signed-off-by: SiCong Li <sicong.li@arm.com>
Change-Id: I5074734315174c1b5dc8eea1eff18a4a1c566f2a

5 years agoIVGCVSW-3355 Add NeonSpaceToDepthWorkload
Ellen Norris-Thompson [Wed, 26 Jun 2019 15:40:36 +0000 (16:40 +0100)]
IVGCVSW-3355 Add NeonSpaceToDepthWorkload

 * Add Neon backend support for SpaceToDepth
 * Enabled Neon Unit, CreateWorkload and
   EndToEnd tests for SpaceToDepth.
 * Added QSymm16 support to NeonTensorHandle.

Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com>
Change-Id: Ibbb0bce5ad77dace2bf4c4c111006d2fadf844e8

5 years agoMLCE-103 Use ImageTensorGenerator in ModelAccuracyTool
SiCong Li [Fri, 21 Jun 2019 11:00:04 +0000 (12:00 +0100)]
MLCE-103 Use ImageTensorGenerator in ModelAccuracyTool

* Refactor ImageTensorGenerator into a header so that it can be used
inside ModelAccuracyTool. ModelAccuracyTool now can accept image files
instead of tensor text files as input. ImageTensorGenerator remains a
standalone tool for converting images into tensors text files.
* Inside the ImageTensorGenerator, use the existing image preprocessing
method InferenceTestImage::Resize which has the correct image normalization
techniques and other resize utilities.

Change-Id: Ia662fed4752fb81c5cfa6d15967c6aae4aaf1155
Signed-off-by: SiCong Li <sicong.li@arm.com>
5 years agoIVGCVSW-3397 Join lstm parameter infos in a struct for isLstmSupported
Jan Eilers [Wed, 3 Jul 2019 17:20:40 +0000 (18:20 +0100)]
IVGCVSW-3397 Join lstm parameter infos in a struct for isLstmSupported

!android-nn-driver:1461

Change-Id: I9d8fe7adf13832ed0cbcfe98b2353c2f37011d22
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
5 years agoIVGCVSW-3399 Add support of QuantisedSymm16 to Pad
Narumol Prangnawarat [Mon, 8 Jul 2019 07:57:17 +0000 (08:57 +0100)]
IVGCVSW-3399 Add support of QuantisedSymm16 to Pad

 * Add support of QuantisedSymm16 to Pad
 * Fix custom padding tests
 * Add unit tests for Pad QuantisedSymm16

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ieb9a4492760b13fa030a42eb4d38fd9ffd7a8c76

5 years agoIVGCVSW-3391 Add SpaceToDepth CreateWorkload and EndToEnd tests
James Conroy [Tue, 2 Jul 2019 09:57:56 +0000 (10:57 +0100)]
IVGCVSW-3391 Add SpaceToDepth CreateWorkload and EndToEnd tests

 * Refactored existing EndToEnd tests, moved
   tests in reference to backendsCommon.
 * Enabled EndToEnd tests for CL.
 * Added new Ref/CL CreateWorkload tests.

Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I0a5e52961a8aca540d43241a3805d19c9c6ff56c

5 years agoIVGCVSW-3435 Add Neon Backend support for Pad_v2 with Unit Test
FinnWilliamsArm [Mon, 8 Jul 2019 13:11:33 +0000 (14:11 +0100)]
IVGCVSW-3435 Add Neon Backend support for Pad_v2 with Unit Test

Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: I685e17d2e721e4b0de50d88b04b63a5c2cfdc772

5 years agoIVGCVSW-3399 Add support of QuantisedSymm16 to Permute and unit tests
Narumol Prangnawarat [Mon, 8 Jul 2019 10:36:05 +0000 (11:36 +0100)]
IVGCVSW-3399 Add support of QuantisedSymm16 to Permute and unit tests

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Id6ab073ae3e0ff5f60c2f4bef975798ce71c9f88

5 years agoIVGCVSW-3393 Fix Ref Unit test for customizable padding value
Teresa Charlin [Tue, 2 Jul 2019 15:24:09 +0000 (16:24 +0100)]
IVGCVSW-3393 Fix Ref Unit test for customizable padding value
             Add Neon missing Unit Test for Uint8.

Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I9207be8c8cf572ae9cbbf155010bb6dabe0c971c

5 years agoIVGCVSW-3399 Add support of QuantisedSymm16 to Debug and unit tests,
Narumol Prangnawarat [Thu, 4 Jul 2019 09:29:00 +0000 (10:29 +0100)]
IVGCVSW-3399 Add support of QuantisedSymm16 to Debug and unit tests,
refactor to be done

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I6dbf6a2aa328b8c843632e1231931b4e1c6888bb

5 years agoIVGCVSW-3353 Add CL support and tests for SpaceToDepth
James Conroy [Mon, 1 Jul 2019 16:12:40 +0000 (17:12 +0100)]
IVGCVSW-3353 Add CL support and tests for SpaceToDepth

 * Added CL backend support for SpaceToDepth.
 * Enabled unit tests for SpaceToDepth on CL.
 * Renamed unit tests to make them type-agnostic.
 * Added QSymm16/S16 support to ClTensorHandle.

Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I417d82946142ed619c447428bf0b0c4a2116c004

5 years agoFix member name in PadDescriptor
Aron Virginas-Tar [Fri, 5 Jul 2019 15:01:08 +0000 (16:01 +0100)]
Fix member name in PadDescriptor

* Renamed m_padValue to m_PadValue to bring it in line with
  our naming conventions

Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I071aa42c9be495462c64697e5a923a5ec55de146

5 years agoIVGCVSW-3401 Update ACL pin to latest master
James Conroy [Thu, 4 Jul 2019 15:56:44 +0000 (16:56 +0100)]
IVGCVSW-3401 Update ACL pin to latest master

 * Updated ACL pin to latest master.
 * Minor changes to Softmax Neon/CL uint8
   workloads to reflect refactoring in ACL.

!android-nn-driver:1476

Change-Id: I1c5005ddbcccdb41d8cb09d3fa61cf3ce0e9ffdb
Signed-off-by: James Conroy <james.conroy@arm.com>
5 years agoIVGCVSW-3294 Add Neon backend support for PReLU
Nikhil Raj [Wed, 3 Jul 2019 14:58:31 +0000 (15:58 +0100)]
IVGCVSW-3294 Add Neon backend support for PReLU

Change-Id: I2f92f7336d3b4188962a9d08b0e7c6372b1c648f
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
5 years agoIVGCVSW-3293 Add CL backend support for PReLU
Nikhil Raj [Fri, 5 Jul 2019 11:22:58 +0000 (12:22 +0100)]
IVGCVSW-3293 Add CL backend support for PReLU

Change-Id: I1bb187db89bb3eb883b8f0aca4c3439d82b56583
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
5 years agoFix the warning message reporting when sub-graphs fail to get optimized
Matteo Martincigh [Thu, 4 Jul 2019 16:52:55 +0000 (17:52 +0100)]
Fix the warning message reporting when sub-graphs fail to get optimized

Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I92a83b61a0c89029cbde0a6cc26599691d171660

5 years agoIVGCVSW-3307 Add RefMemoryManager
Matthew Bentham [Fri, 21 Jun 2019 16:22:23 +0000 (17:22 +0100)]
IVGCVSW-3307 Add RefMemoryManager

Simple pool memory manager for use in the reference backend,
in order to make the backend usable for testing large networks.

Change-Id: I5694da29052c60f95b57da595c64cc114d75b8ba
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
5 years agoIVGCVSW-3399 Add QSymm16 IsLayerSupportedTest to reference backend
Narumol Prangnawarat [Wed, 3 Jul 2019 13:55:57 +0000 (14:55 +0100)]
IVGCVSW-3399 Add QSymm16 IsLayerSupportedTest to reference backend

 * Refactor and add QSymm16 to IsDepthwiseConvolutionSupported
 * Refactor and add QSymm16 to IsEqualSupported
 * Refactor and add QSymm16 to IsGreaterSupported
 * Refactor and add QSymm16 to IsSplitterSupported
 * Refactor and add QSymm16 to IsStridedSliceSupported
 * Refactor and add QSymm16 to IsMemCopySupported
 * Refactor IsFakeQuantizationSupported

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I4f115a5535748fc22df8bc90b24b537fd5dd95b8

5 years agoIVGCVSW-3277 Remove dead code
Matteo Martincigh [Wed, 3 Jul 2019 09:17:40 +0000 (10:17 +0100)]
IVGCVSW-3277 Remove dead code

Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Ibc108699f0bccf9210defac8707c4f61cb181e3f

5 years agoIVGCVSW-3307 TransposeConvolution: Don't call Map() before Execute()
Matthew Bentham [Tue, 2 Jul 2019 14:45:18 +0000 (15:45 +0100)]
IVGCVSW-3307 TransposeConvolution: Don't call Map() before Execute()

Change-Id: I7a812eafc8c73d074049ba95189cbc17d276eee3
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
5 years agoIVGCVSW-3161 Bug Fix in Nearest Neighbor implementation;
Teresa Charlin [Tue, 2 Jul 2019 12:25:22 +0000 (13:25 +0100)]
IVGCVSW-3161 Bug Fix in Nearest Neighbor implementation;
             consider 4 neighbors instead of 2.

Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ia724b35f723157e9f51b5345964200f126b98267

5 years agoIVGCVSW-3382 Deprecate ResizeBilinear and use Resize with Bilinear method
Aron Virginas-Tar [Mon, 1 Jul 2019 18:01:44 +0000 (19:01 +0100)]
IVGCVSW-3382 Deprecate ResizeBilinear and use Resize with Bilinear method

!android-nn-driver:1451

Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ieedbce1f6e95891137a250fdd07e2f7e4e1f4828

5 years agoIVGCVSW-3236 Extend Ref LSTM with layer normalization support
Jan Eilers [Wed, 26 Jun 2019 12:10:09 +0000 (13:10 +0100)]
IVGCVSW-3236 Extend Ref LSTM with layer normalization support

* Add descriptor values
* Update lstm queue descriptor validate function
* Update lstm workload
* Update isLstmSupported (Cl and Ref), LayerSupportBase, ILayerSupport
* Update lstm layer
* Add unit tests

Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I932175d550facfb342325051eaa7bd2084ebdc18
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
5 years agoIVGCVSW-3369 Add IsPreluSupported to default layer support
Matteo Martincigh [Thu, 27 Jun 2019 15:15:20 +0000 (16:15 +0100)]
IVGCVSW-3369 Add IsPreluSupported to default layer support

Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Ic3ed5911cea75b9052dab2ed802cbbe4bca38603

5 years agoIVGCVSW-3307 Don't assume TensorInfo::Map() can be called before Execute()
Matthew Bentham [Mon, 24 Jun 2019 11:51:25 +0000 (12:51 +0100)]
IVGCVSW-3307 Don't assume TensorInfo::Map() can be called before Execute()

Change-Id: I445c69d2e99d8c93622e739af61f721e61b0f90f
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
5 years agoIVGCVSW-3307 Introduce RefTensorHandle
Matthew Bentham [Tue, 18 Jun 2019 15:14:34 +0000 (16:14 +0100)]
IVGCVSW-3307 Introduce RefTensorHandle

Use it for intermediate tensors on reference backend.
Lays the groundwork for memory management in the reference backend.

Change-Id: I7d3ee132cac31bde70ae6e1b815f4f0b03d550a6
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
5 years agoIVGCVSW-3361 Add end-to-end tests for Resize on CpuRef
Aron Virginas-Tar [Mon, 1 Jul 2019 15:12:58 +0000 (16:12 +0100)]
IVGCVSW-3361 Add end-to-end tests for Resize on CpuRef

Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ie89dc91a2fc0281d58c6f1ccef65ed1228d33ccb

5 years agoIVGCVSW-3366 Add Quantizer support for ResizeLayer
Teresa Charlin [Mon, 1 Jul 2019 15:22:56 +0000 (16:22 +0100)]
IVGCVSW-3366 Add Quantizer support for ResizeLayer

Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ibfd4725bb04a5859488e968513cf11ac450fd277

5 years agoIVGCVSW-3365 Add reference workload support for ResizeLayer
Teresa Charlin [Mon, 1 Jul 2019 12:51:07 +0000 (13:51 +0100)]
IVGCVSW-3365 Add reference workload support for ResizeLayer

Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Id551690065dca0686ce597d1f0c14fd73163481e

5 years agoIVGCVSW-3364 Add serialization support for Resize layer
FinnWilliamsArm [Fri, 28 Jun 2019 14:07:10 +0000 (15:07 +0100)]
IVGCVSW-3364 Add serialization support for Resize layer

Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: I3b1af816cefc1760f63324f365de93f899c9c9ee

5 years agoIVGCVSW-3363 Add frontend support for Resize Layer
Teresa Charlin [Thu, 27 Jun 2019 14:41:57 +0000 (15:41 +0100)]
IVGCVSW-3363 Add frontend support for Resize Layer

Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I63493ddb7598515773073deb6db2eb3a635c5dfe

5 years agoIVGCVSW-3162 Support CL workload for TransposeConv2D
Aron Virginas-Tar [Thu, 27 Jun 2019 17:54:47 +0000 (18:54 +0100)]
IVGCVSW-3162 Support CL workload for TransposeConv2D

Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I3b021c0828d30298d99ddb211c9aae17fe3636f0