/* * Copyright (c) Meta Platforms, Inc. and affiliates. * All rights reserved. * * This source code is licensed under the BSD-style license found in the * LICENSE file in the root directory of this source tree. */ #include // Declares the operator #include #include #include #include #include #include using namespace ::testing; using exec_aten::ArrayRef; using exec_aten::ScalarType; using exec_aten::Tensor; using torch::executor::testing::TensorFactory; Tensor& op_replication_pad2d_out( const Tensor& input, ArrayRef padding, Tensor& out) { executorch::runtime::KernelRuntimeContext context{}; return torch::executor::aten::replication_pad2d_outf( context, input, padding, out); } class OpReplicationPad2DOutTest : public ::testing::Test { protected: void SetUp() override { // Since these tests cause ET_LOG to be called, the PAL must be initialized // first. torch::executor::runtime_init(); } }; TEST_F(OpReplicationPad2DOutTest, SmokeTest) { TensorFactory tfFloat; Tensor self = tfFloat.make({2, 3, 2}, {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}); int64_t padding_data[4] = {1, 2, 2, 1}; ArrayRef padding = ArrayRef(padding_data, 4); Tensor out = tfFloat.zeros({2, 6, 5}); // clang-format off Tensor out_expected = tfFloat.make( {2, 6, 5}, { 0., 0., 1., 1., 1., 0., 0., 1., 1., 1., 0., 0., 1., 1., 1., 2., 2., 3., 3., 3., 4., 4., 5., 5., 5., 4., 4., 5., 5., 5., 6., 6., 7., 7., 7., 6., 6., 7., 7., 7., 6., 6., 7., 7., 7., 8., 8., 9., 9., 9., 10., 10., 11., 11., 11., 10., 10., 11., 11., 11. } ); // clang-format on op_replication_pad2d_out(self, padding, out); EXPECT_TENSOR_CLOSE(out, out_expected); } TEST_F(OpReplicationPad2DOutTest, SmokeTestNegTopPad) { TensorFactory tfFloat; Tensor self = tfFloat.make({2, 3, 2}, {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}); int64_t padding_data[4] = {1, 1, -2, 0}; ArrayRef padding = ArrayRef(padding_data, 4); Tensor out = tfFloat.zeros({2, 1, 4}); Tensor out_expected = tfFloat.make({2, 1, 4}, {4, 4, 5, 5, 10, 10, 11, 11}); op_replication_pad2d_out(self, padding, out); EXPECT_TENSOR_CLOSE(out, out_expected); } TEST_F(OpReplicationPad2DOutTest, SmokeTestNegBottomPad) { TensorFactory tfFloat; Tensor self = tfFloat.make({2, 3, 2}, {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}); int64_t padding_data[4] = {1, 1, 3, -5}; ArrayRef padding = ArrayRef(padding_data, 4); Tensor out = tfFloat.zeros({2, 1, 4}); Tensor out_expected = tfFloat.make({2, 1, 4}, {0, 0, 1, 1, 6, 6, 7, 7}); op_replication_pad2d_out(self, padding, out); EXPECT_TENSOR_CLOSE(out, out_expected); }