| 1 | /**
|
| 2 | * @license
|
| 3 | * Copyright 2020 Google LLC. All Rights Reserved.
|
| 4 | * Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 | * you may not use this file except in compliance with the License.
|
| 6 | * You may obtain a copy of the License at
|
| 7 | *
|
| 8 | * http://www.apache.org/licenses/LICENSE-2.0
|
| 9 | *
|
| 10 | * Unless required by applicable law or agreed to in writing, software
|
| 11 | * distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 | * See the License for the specific language governing permissions and
|
| 14 | * limitations under the License.
|
| 15 | * =============================================================================
|
| 16 | */
|
| 17 | import { ENGINE } from '../engine';
|
| 18 | import { LessEqual } from '../kernel_names';
|
| 19 | import { makeTypesMatch } from '../tensor_util';
|
| 20 | import { convertToTensor } from '../tensor_util_env';
|
| 21 | import { assertAndGetBroadcastShape } from './broadcast_util';
|
| 22 | import { op } from './operation';
|
| 23 | /**
|
| 24 | * Returns the truth value of (a <= b) element-wise. Supports broadcasting.
|
| 25 | *
|
| 26 | * ```js
|
| 27 | * const a = tf.tensor1d([1, 2, 3]);
|
| 28 | * const b = tf.tensor1d([2, 2, 2]);
|
| 29 | *
|
| 30 | * a.lessEqual(b).print();
|
| 31 | * ```
|
| 32 | *
|
| 33 | * @param a The first input tensor.
|
| 34 | * @param b The second input tensor. Must have the same dtype as `a`.
|
| 35 | *
|
| 36 | * @doc {heading: 'Operations', subheading: 'Logical'}
|
| 37 | */
|
| 38 | function lessEqual_(a, b) {
|
| 39 | let $a = convertToTensor(a, 'a', 'lessEqual', 'string_or_numeric');
|
| 40 | let $b = convertToTensor(b, 'b', 'lessEqual', 'string_or_numeric');
|
| 41 | [$a, $b] = makeTypesMatch($a, $b);
|
| 42 | assertAndGetBroadcastShape($a.shape, $b.shape);
|
| 43 | const inputs = { a: $a, b: $b };
|
| 44 | return ENGINE.runKernel(LessEqual, inputs);
|
| 45 | }
|
| 46 | export const lessEqual = op({ lessEqual_ });
|
| 47 | //# sourceMappingURL=data:application/json;base64,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 |
| \ | No newline at end of file |