/******************************************************************************* * 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 Yurii Shyrma (iuriish@yahoo.com), created on 12.12.2017 // #include #if NOT_EXCLUDED(OP_betainc) #include #include namespace nd4j { namespace ops { DECLARE_TYPES(betainc) { getOpDescriptor() ->setAllowedInputTypes({ALL_FLOATS}) ->setSameMode(true); } CONFIGURABLE_OP_IMPL(betainc, 3, 1, false, 0, 0) { auto a = INPUT_VARIABLE(0); auto b = INPUT_VARIABLE(1); auto x = INPUT_VARIABLE(2); // just skip op if input is empty if (x->isEmpty()) { *x = DataTypeUtils::nanOrZero(); return Status::OK(); } auto output = OUTPUT_VARIABLE(0); REQUIRE_TRUE(a->isSameShape(b) && a->isSameShape(x), 0, "CONFIGURABLE_OP betainc: all three input arrays must have the same shapes, bit got a=%s, b=%s and x=%s instead !", ShapeUtils::shapeAsString(a).c_str(), ShapeUtils::shapeAsString(b).c_str(), ShapeUtils::shapeAsString(x).c_str()); Nd4jLong arrLen = a->lengthOf(); // FIXME: this stuff should be single op call. No sense rolling over couple of arrays twice for(Nd4jLong i = 0; i < arrLen; ++i ) { REQUIRE_TRUE(a->e(i) > 0.f, 0, "BETAINC op: arrays a array must contain only elements > 0 !"); REQUIRE_TRUE(b->e(i) > 0.f, 0, "BETAINC op: arrays b array must contain only elements > 0 !"); REQUIRE_TRUE(0.f <= x->e(i) && x->e(i) <= 1.f, 0, "BETAINC op: all elements of x array must be within [0, 1] range!"); } helpers::betaInc(block.launchContext(), *a, *b, *x, *output); return Status::OK(); } DECLARE_SYN(BetaInc, betainc); DECLARE_SYN(betaInc, betainc); } } #endif