From 80512b0e1e98cb6782f5526fc8308ae6a571cd59 Mon Sep 17 00:00:00 2001 From: Mike Kelly Date: Mon, 16 May 2022 23:10:42 +0100 Subject: IVGCVSW-6929 Support for models with implicit expanded dimensions * Added allow-expanded-dims to TFLite parser and ArmNN delegate * If true ArmNN will disregard dimensions with a size of 1 when validating tensor shapes. Tensor sizes must still match. * This allows us to support models where tensors have expanded dimensions (i.e. extra dimensions with a size of 1). * Fixed bug in Network where it assumed that only the first option could be ShapeInferenceMethod. * Fixed bug where m_ShapeInferenceMethod was lost when copying or moving Graphs. * Changed Delegate to pass "infer-output-shape", "allow-expanded-dims" and other BackendOptions through to the Network during construction. Signed-off-by: Mike Kelly Change-Id: Ibe7c5ae6597796fc9164cb07bd372bd7f8f8cacf --- tests/ExecuteNetwork/ExecuteNetworkProgramOptions.cpp | 7 +++++++ 1 file changed, 7 insertions(+) (limited to 'tests/ExecuteNetwork/ExecuteNetworkProgramOptions.cpp') diff --git a/tests/ExecuteNetwork/ExecuteNetworkProgramOptions.cpp b/tests/ExecuteNetwork/ExecuteNetworkProgramOptions.cpp index c84c79ea78..ad35092c1d 100644 --- a/tests/ExecuteNetwork/ExecuteNetworkProgramOptions.cpp +++ b/tests/ExecuteNetwork/ExecuteNetworkProgramOptions.cpp @@ -228,6 +228,13 @@ ProgramOptions::ProgramOptions() : m_CxxOptions{"ExecuteNetwork", "parser)", cxxopts::value(m_ExNetParams.m_InferOutputShape)->default_value("false")->implicit_value("true")) + ("allow-expanded-dims", + "If true will disregard dimensions with a size of 1 when validating tensor shapes. Tensor sizes must " + "still match. This is an Experimental parameter that is incompatible with infer-output-shape. " + "This parameter may be removed in a later update. ", + cxxopts::value(m_ExNetParams.m_AllowExpandedDims)->default_value("false") + ->implicit_value("true")) + ("iterations", "Number of iterations to run the network for, default is set to 1. " "If you wish to run the model with different input data for every execution you can do so by " -- cgit v1.2.1