/******************************************************************************* * Copyright (c) 2015-2018 Skymind, Inc. * * 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. * * 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_adjust_hue) #include #include #include namespace nd4j { namespace ops { DECLARE_TYPES(adjust_hue) { getOpDescriptor() ->setAllowedInputTypes(nd4j::DataType::ANY) ->setSameMode(true); } CONFIGURABLE_OP_IMPL(adjust_hue, 1, 1, true, -2, -2) { auto input = INPUT_VARIABLE(0); auto output = OUTPUT_VARIABLE(0); REQUIRE_TRUE(input->rankOf() == 3 || input->rankOf() == 4, 0, "AdjustHue: op expects either 3D or 4D input, but got %i instead", input->rankOf()); double delta = 0; if (block.numT() > 0) delta = T_ARG(0); else if (block.width() > 1) { auto _d = INPUT_VARIABLE(1); if (!_d->isScalar()) { auto str = ShapeUtils::shapeAsString(_d); REQUIRE_TRUE(_d->isScalar(), 0, "AdjustHue: delta should be scalar NDArray, but got %s instead", str.c_str()); } delta = _d->e(0); } bool isNHWC = false; if (block.numI() > 0) isNHWC = INT_ARG(0) == 1; int numChannels = isNHWC ? input->sizeAt(-1) : input->sizeAt(-3); REQUIRE_TRUE(numChannels == 3, 0, "AdjustHue: this operation expects image with 3 channels (R, G, B), but got % instead", numChannels); auto ts = NDArrayFactory::create(delta, block.launchContext()); // FIXME: delta should be NDArray scalar helpers::_adjust_hue(block.launchContext(), input, output, &ts, isNHWC); return Status::OK(); } } } #endif