/** * @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 { Pack, util } from '@tensorflow/tfjs-core'; import { concat } from './Concat'; import { expandDims } from './ExpandDims'; export function pack(args) { const { inputs, backend, attrs } = args; const { axis } = attrs; if (inputs.length === 1) { return expandDims({ inputs: { input: inputs[0] }, backend, attrs: { dim: axis } }); } const shape = inputs[0].shape; const dtype = inputs[0].dtype; inputs.forEach(t => { util.assertShapesMatch(shape, t.shape, 'All tensors passed to stack must have matching shapes'); util.assert(dtype === t.dtype, () => 'All tensors passed to stack must have matching dtypes'); }); const intermediateTensorInfos = []; const expandedTensors = inputs.map(t => { const expandedT = expandDims({ inputs: { input: t }, backend, attrs: { dim: axis } }); intermediateTensorInfos.push(expandedT); return expandedT; }); const result = concat({ inputs: expandedTensors, backend, attrs: { axis } }); intermediateTensorInfos.forEach(t => backend.disposeIntermediateTensorInfo(t)); return result; } export const packConfig = { kernelName: Pack, backendName: 'cpu', kernelFunc: pack }; //# 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