/** * @license * Copyright 2021 Google LLC. All Rights Reserved. * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://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. * ============================================================================= */ import { SparseSegmentSum } from '@tensorflow/tfjs-core'; import { sparseSegmentReductionImpl } from './SparseSegmentReduction_impl'; export function sparseSegmentSum(args) { const { inputs, backend } = args; const { data, indices, segmentIds } = inputs; if (data.shape.length < 1) { throw new Error(`Data should be at least 1 dimensional but received scalar`); } if (indices.shape.length !== 1) { throw new Error(`Indices should be a vector but received shape ${indices.shape}`); } if (segmentIds.shape.length !== 1) { throw new Error(`Segment ids should be a vector but received shape ${segmentIds.shape}`); } if (indices.shape[0] !== segmentIds.shape[0]) { throw new Error(`segmentIds and indices should have same size.`); } const $data = backend.data.get(data.dataId).values; const $indices = backend.data.get(indices.dataId).values; const $segmentIds = backend.data.get(segmentIds.dataId).values; const [outputData, outputDataShape] = sparseSegmentReductionImpl($data, data.shape, data.dtype, $indices, $segmentIds); return backend.makeTensorInfo(outputDataShape, data.dtype, outputData); } export const sparseSegmentSumConfig = { kernelName: SparseSegmentSum, backendName: 'cpu', kernelFunc: sparseSegmentSum, }; //# 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