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path: root/src/backends/reference/workloads/TransposeConvolution2d.cpp
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2021-06-16IVGCVSW-5826 Change weights layout for depthwise to [1,H,W,I*M]Jan Eilers
* This change is necessary because tflite uses a [1,H,W,I*M] format and uses the I*M dimension for per axis quantization. Our previous layout [M,I,H,W] can't handle the correlating quantization scales. * Updates Onnx-, TfLiteParser and TfliteDelegate * Updates the CpuRef, CpuAcc and GpuAcc backends * Adjusts unit tests * Adds test to ensure models with old layout can still be read and executed * Adds conversion function to previous layout [1,H,W,I*M] --> [M,I,H,W] which can be used by backend developers !android-nn-driver:5553 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ifef23368b8c3702cf315a5838d214f7dc13c0152
2020-10-01IVGCVSW-5325 Fix non-channel per axis quantizationFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Ie0cf69b2cd76d6ecedab43d3d9ae267d23bbc052
2020-09-28IVGCVSW-5325 Speed up the reference backendFinn Williams
Change-Id: Id8bd0a0418be31d975b944b54bbacb25051ffb2e Signed-off-by: Finn Williams <Finn.Williams@arm.com>
2019-11-29IVGCVSW-4209 Create a public API for the ArmNN UtilsMatteo Martincigh
* Moved the relevant armnnUtils headers to the new location: include/armnnUtils * Update the header usage throughout the source code !android-nn-driver:2387 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I2ba15cebcacafad2b5a1a7b9c3312ffc585e09d6
2019-11-12IVGCVSW-3839 Add support of per-axis quantization to reference ↵Aron Virginas-Tar
TransposeConvolution2d Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ie0dc1204eee925adfb1e59aba3f1137178302184
2019-08-21IVGCVSW-3642 Fixed VTS Test FailuresMike Kelly
* Fixed Quant8 VTS test failures where an output value should have been greater than 255 before a negative bias was applied. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ie0084c1c8c4a4b5f069112d523765ed338277e58
2019-08-20IVGCVSW-3640 Add multi-channel TransposeConvolution2d unit tests to CL backendAron Virginas-Tar
* Fixed bug in multi-channel test and reference workload implementation * Enabled multi-channel tests on CL backend Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I08bb523bc68d9c93a1012b4f487a5bce36a085b1
2019-08-14IVGCVSW-3610 Remove unused leftover variable from TransposeConvolution2dImplAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I496f95ab464f3a38e0601799a6ff6ba5ffe3a776
2019-08-13IVGCVSW-3615 Update Transpose Convolution algorithmMike Kelly
* Now supports channel multiplier != 1 in Ref TransposeConvolution2d Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ice95444025311b8b952c8f7f5fa0f1ecf483df41
2019-06-27IVGCVSW-3320 Add reference workload support for TransposeConvolution2dLayerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Icc64f8148c9d8a0d14d772e6e4e7865e70585cd9
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