From 35f7829af10c61e33dd2e2a7a015058e11a11ea0 Mon Sep 17 00:00:00 2001 From: Stanislaw Halik Date: Sat, 25 Mar 2017 14:17:07 +0100 Subject: update --- eigen/unsupported/test/cxx11_tensor_padding.cpp | 93 +++++++++++++++++++++++++ 1 file changed, 93 insertions(+) create mode 100644 eigen/unsupported/test/cxx11_tensor_padding.cpp (limited to 'eigen/unsupported/test/cxx11_tensor_padding.cpp') diff --git a/eigen/unsupported/test/cxx11_tensor_padding.cpp b/eigen/unsupported/test/cxx11_tensor_padding.cpp new file mode 100644 index 0000000..ffa1989 --- /dev/null +++ b/eigen/unsupported/test/cxx11_tensor_padding.cpp @@ -0,0 +1,93 @@ +// This file is part of Eigen, a lightweight C++ template library +// for linear algebra. +// +// Copyright (C) 2014 Benoit Steiner +// +// This Source Code Form is subject to the terms of the Mozilla +// Public License v. 2.0. If a copy of the MPL was not distributed +// with this file, You can obtain one at http://mozilla.org/MPL/2.0/. + +#include "main.h" + +#include + +using Eigen::Tensor; + +template +static void test_simple_padding() +{ + Tensor tensor(2,3,5,7); + tensor.setRandom(); + + array, 4> paddings; + paddings[0] = std::make_pair(0, 0); + paddings[1] = std::make_pair(2, 1); + paddings[2] = std::make_pair(3, 4); + paddings[3] = std::make_pair(0, 0); + + Tensor padded; + padded = tensor.pad(paddings); + + VERIFY_IS_EQUAL(padded.dimension(0), 2+0); + VERIFY_IS_EQUAL(padded.dimension(1), 3+3); + VERIFY_IS_EQUAL(padded.dimension(2), 5+7); + VERIFY_IS_EQUAL(padded.dimension(3), 7+0); + + for (int i = 0; i < 2; ++i) { + for (int j = 0; j < 6; ++j) { + for (int k = 0; k < 12; ++k) { + for (int l = 0; l < 7; ++l) { + if (j >= 2 && j < 5 && k >= 3 && k < 8) { + VERIFY_IS_EQUAL(padded(i,j,k,l), tensor(i,j-2,k-3,l)); + } else { + VERIFY_IS_EQUAL(padded(i,j,k,l), 0.0f); + } + } + } + } + } +} + +template +static void test_padded_expr() +{ + Tensor tensor(2,3,5,7); + tensor.setRandom(); + + array, 4> paddings; + paddings[0] = std::make_pair(0, 0); + paddings[1] = std::make_pair(2, 1); + paddings[2] = std::make_pair(3, 4); + paddings[3] = std::make_pair(0, 0); + + Eigen::DSizes reshape_dims; + reshape_dims[0] = 12; + reshape_dims[1] = 84; + + Tensor result; + result = tensor.pad(paddings).reshape(reshape_dims); + + for (int i = 0; i < 2; ++i) { + for (int j = 0; j < 6; ++j) { + for (int k = 0; k < 12; ++k) { + for (int l = 0; l < 7; ++l) { + const float result_value = DataLayout == ColMajor ? + result(i+2*j,k+12*l) : result(j+6*i,l+7*k); + if (j >= 2 && j < 5 && k >= 3 && k < 8) { + VERIFY_IS_EQUAL(result_value, tensor(i,j-2,k-3,l)); + } else { + VERIFY_IS_EQUAL(result_value, 0.0f); + } + } + } + } + } +} + +void test_cxx11_tensor_padding() +{ + CALL_SUBTEST(test_simple_padding()); + CALL_SUBTEST(test_simple_padding()); + CALL_SUBTEST(test_padded_expr()); + CALL_SUBTEST(test_padded_expr()); +} -- cgit v1.2.3