/* ****************************************************************************** * * * 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 raver119@gmail.com // #include #if NOT_EXCLUDED(OP_fill) #include namespace sd { namespace ops { CUSTOM_OP_IMPL(fill, 1, 1, false, -2, 0) { auto shapeArray = INPUT_VARIABLE(0); auto output = OUTPUT_VARIABLE(0); auto w = block.width(); auto i = block.numI(); auto t = block.numT(); REQUIRE_TRUE(w > 1 || t > 0 || i > 0, 0, "Fill: either additional variable should exist, or scalar value should be present"); if (output->isEmpty()) { // Empty output array - no-op return Status::OK; } if (w > 1) { output->assign(INPUT_VARIABLE(1)); } else { if (t > 0) { output->assign(T_ARG(0)); } else if (i > 0) { output->assign(INT_ARG(0)); } } STORE_RESULT(output); return Status::OK; }; DECLARE_TYPES(fill) { getOpDescriptor() ->setAllowedInputTypes(0, {ALL_INTS}) ->setAllowedInputTypes(1, {ALL_INTS, ALL_FLOATS}) ->setAllowedOutputTypes({ALL_INTS, ALL_FLOATS}); } DECLARE_SHAPE_FN(fill) { auto shapeArray = INPUT_VARIABLE(0); const LongType len = shapeArray->lengthOf(); if (shapeArray->isEmpty()) { std::vector shape = {0}; return SHAPELIST(ConstantShapeHelper::getInstance().scalarShapeInfo(shapeArray->dataType())); } LongType *newShape = nullptr; ALLOCATE(newShape, block.getWorkspace(), shape::shapeInfoLength(len), sd::LongType); newShape[0] = len; bool hasZeros = false; LongType totalLen = 1; for (int e = 0; e < shapeArray->lengthOf(); e++) { newShape[e + 1] = shapeArray->e(e); if(newShape[e + 1] == 0) hasZeros = true; totalLen *= newShape[e + 1]; } if(len > 1 && hasZeros) { RELEASE(newShape, block.getWorkspace()); std::vector shapeOnly = shapeArray->asVectorT(); return SHAPELIST(ConstantShapeHelper::getInstance().emptyShapeInfoWithShape(shapeArray->dataType(),shapeOnly)); } if (totalLen < 1) { RELEASE(newShape, block.getWorkspace()); std::vector shape = {0}; return SHAPELIST(ConstantShapeHelper::getInstance().emptyShapeInfoWithShape(shapeArray->dataType(), shape)); } DataType dataType; if (block.width() > 1) { dataType = INPUT_VARIABLE(1)->dataType(); } else if (block.numT() > 0) { dataType = Environment::getInstance().defaultFloatDataType(); } else if (block.numI() > 0) { dataType = INT32; } else if (block.numB() > 0) { dataType = BOOL; } else THROW_EXCEPTION("Fill: missing value to fill output array with"); ShapeUtils::updateStridesAndType(newShape, dataType, 'c'); auto result = CONSTANT(newShape); RELEASE(newShape, block.getWorkspace()); return SHAPELIST(result); }; } // namespace ops } // namespace sd #endif