/** * @license * Copyright 2018 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 { ENGINE } from '../engine'; import { ScatterNd } from '../kernel_names'; import { convertToTensor } from '../tensor_util_env'; import { assertNonNegativeIntegerDimensions } from '../util_base'; import { op } from './operation'; import * as scatter_nd_util from './scatter_nd_util'; /** * Creates a new tensor by applying sparse updates to individual * values or slices within a zero tensor of the given shape tensor according to * indices. This operator is the inverse of the `tf.gatherND` operator which * extracts values or slices from a given tensor. * * ```js * const indices = tf.tensor2d([4, 3, 1, 7], [4, 1], 'int32'); * const updates = tf.tensor1d([9, 10, 11, 12]); * const shape = [8]; * tf.scatterND(indices, updates, shape).print() //[0, 11, 0, 10, 9, 0, 0, 12] * ``` * * @param indices The tensor contains the indices into the output tensor. * @param updates The tensor contains the value for the indices. * @param shape: The shape of the output tensor. * * @doc {heading: 'Operations', subheading: 'Slicing and Joining'} */ function scatterND_(indices, updates, shape) { assertNonNegativeIntegerDimensions(shape); const $indices = convertToTensor(indices, 'indices', 'scatterND', 'int32'); const $updates = convertToTensor(updates, 'updates', 'scatterND'); scatter_nd_util.validateInput($updates, $indices, shape); const inputs = { indices: $indices, updates: $updates }; const attrs = { shape }; // tslint:disable-next-line: no-unnecessary-type-assertion return ENGINE.runKernel(ScatterNd, inputs, attrs); } export const scatterND = /* @__PURE__ */ op({ scatterND_ }); //# 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