/******************************************************************************* * 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 GS , created on 8/22/2018 // #include #if NOT_EXCLUDED(OP_matrix_band_part) #include #include namespace sd { namespace ops { CONFIGURABLE_OP_IMPL(matrix_band_part, 1, 1, true, 0, 0) { auto input = INPUT_VARIABLE(0); auto output = OUTPUT_VARIABLE(0); Nd4jLong minLower(0LL); Nd4jLong maxUpper(0LL); if (block.width() == 1) { REQUIRE_TRUE(block.numI() == 2, 0, "matrix_band_part: min and max band numbers should be given before."); minLower = INT_ARG(0); maxUpper = INT_ARG(1); } else { REQUIRE_TRUE(block.width() == 3, 0, "matrix_band_part: min and max band numbers should be given as scalars before."); auto minLowerT = INPUT_VARIABLE(1); auto maxUpperT = INPUT_VARIABLE(2); REQUIRE_TRUE(minLowerT->isScalar() && maxUpperT->isScalar(), 0, "matrix_band_part: min and max should be scalars, but %i and %i ranks given", minLowerT->rankOf(), maxUpperT->rankOf()); minLower = minLowerT->e(0); maxUpper = maxUpperT->e(0); } REQUIRE_TRUE(input->rankOf() >= 2, 0, "matrix_band_part: Input rank should be 2 or greater."); Nd4jLong N = input->sizeAt(-2); Nd4jLong M = input->sizeAt(-1); REQUIRE_TRUE(minLower > -N && minLower < N, 0, "matrix_band_part: lower diagonal count %i should be less than %i.", minLower, N); REQUIRE_TRUE(maxUpper > -M && maxUpper < M, 0, "matrix_band_part: upper diagonal count %i should be less than %i.", maxUpper, M); helpers::matrixBandPart(block.launchContext(), input, output, minLower, maxUpper); return ND4J_STATUS_OK; } DECLARE_SYN(band_part, matrix_band_part); } DECLARE_TYPES(matrix_band_part) { getOpDescriptor() ->setAllowedInputTypes(0, {ALL_INTS, ALL_FLOATS}) ->setAllowedInputTypes(1, {ALL_INTS}) ->setAllowedInputTypes(2, {ALL_INTS}) ->setAllowedInputTypes({ALL_INTS, ALL_FLOATS}); } } #endif