/** * @license * Copyright 2020 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 { makeTypesMatch } from '../tensor_util'; import { convertToTensor } from '../tensor_util_env'; import { div } from './div'; import { equal } from './equal'; import { op } from './operation'; import { where } from './where'; import { zerosLike } from './zeros_like'; /** * Divides two `tf.Tensor`s element-wise, A / B. Supports broadcasting. Return 0 * if denominator is 0. * * * ```js * const a = tf.tensor1d([1, 4, 9, 16]); * const b = tf.tensor1d([1, 2, 3, 4]); * const c = tf.tensor1d([0, 0, 0, 0]); * * a.divNoNan(b).print(); // or tf.divNoNan(a, b) * a.divNoNan(c).print(); // or tf.divNoNan(a, c) * ``` * * ```js * // Broadcast div a with b. * const a = tf.tensor1d([2, 4, 6, 8]); * const b = tf.scalar(2); * const c = tf.scalar(0); * * a.divNoNan(b).print(); // or tf.divNoNan(a, b) * a.divNoNan(c).print(); // or tf.divNoNan(a, c) * ``` * * @param a The first tensor as the numerator. * @param b The second tensor as the denominator. Must have the same dtype as * `a`. * * @doc {heading: 'Operations', subheading: 'Arithmetic'} */ function divNoNan_(a, b) { // TODO: Make this into its own kernel. let $a = convertToTensor(a, 'a', 'div'); let $b = convertToTensor(b, 'b', 'div'); [$a, $b] = makeTypesMatch($a, $b); const divResult = div($a, $b); const zeros = zerosLike(divResult); const bEqualsZero = equal($b, zeros); return where(bEqualsZero, zeros, divResult); } export const divNoNan = /* @__PURE__ */ op({ divNoNan_ }); //# 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