/* ****************************************************************************** * * * This program and the accompanying materials are made available under the * terms of the Apache License, Version 2.0 which is available at * https://www.apache.org/licenses/LICENSE-2.0. * * See the NOTICE file distributed with this work for additional * information regarding copyright ownership. * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the * License for the specific language governing permissions and limitations * under the License. * * SPDX-License-Identifier: Apache-2.0 ******************************************************************************/ // // @author Yurii Shyrma (iuriish@yahoo.com), created on 22.01.2018 // #include #if NOT_EXCLUDED(OP_eye) #include #include namespace sd { namespace ops { CUSTOM_OP_IMPL(eye, -2, 1, false, -2, -2) { helpers::eye(block.launchContext(), *OUTPUT_VARIABLE(0)); return Status::OK(); } DECLARE_TYPES(eye) { getOpDescriptor()->setAllowedInputTypes(0, {ALL_INTS}); getOpDescriptor()->setAllowedInputTypes(1, {DataType::INT32, DataType::INT64}); getOpDescriptor()->setAllowedOutputTypes(0, {ALL_FLOATS}); } DECLARE_SHAPE_FN(eye) { std::vector params; sd::DataType dtype = block.getTArguments()->empty() ? sd::DataType::FLOAT32 : sd::DataTypeUtils::fromInt(T_ARG(0)); if(block.width() == 0) { params = *block.getIArguments(); } else { for (int i = 0; i < block.width(); i++) { auto input = INPUT_VARIABLE(i); REQUIRE_TRUE(input->rankOf() == 1, 0, "Inputs to eye should be 1D"); for (int e = 0; e < input->lengthOf(); e++) params.emplace_back(input->e(e)); } } REQUIRE_TRUE(params.size() > 0, 0, "Size is not provided for eye op."); const bool ordered = (params[0] == -99 || params[0] == -102); // -99 :'c', -102 : 'f' if (!ordered) params.insert(params.begin(), -99); REQUIRE_TRUE(params.size() > 1, 0, "Size is not provided for eye op."); Nd4jLong* outShapeInfo(nullptr); const int size = params.size(); switch(size) { case 2: ALLOCATE(outShapeInfo, block.getWorkspace(), shape::shapeInfoLength(2), Nd4jLong); outShapeInfo[0] = 2; outShapeInfo[1] = params[1]; outShapeInfo[2] = params[1]; break; case 3: ALLOCATE(outShapeInfo, block.getWorkspace(), shape::shapeInfoLength(2), Nd4jLong); outShapeInfo[0] = 2; outShapeInfo[1] = params[1]; outShapeInfo[2] = params[2]; break; default: int rank = size-1; ALLOCATE(outShapeInfo, block.getWorkspace(), shape::shapeInfoLength(rank), Nd4jLong); outShapeInfo[0] = rank; outShapeInfo[rank-1] = params[1]; outShapeInfo[rank] = params[2]; for(int i = 1; i < rank-1; ++i) outShapeInfo[i] = params[i+2]; break; } shape::updateStrides(outShapeInfo, static_cast(-params[0])); auto result = ConstantShapeHelper::getInstance().createShapeInfo(ShapeDescriptor(outShapeInfo, dtype)); RELEASE(outShapeInfo, block.getWorkspace()); return SHAPELIST(result); } } } #endif