/**
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* @license
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* Copyright 2020 Google LLC. All Rights Reserved.
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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* =============================================================================
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*/
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import { Transpose } from '@tensorflow/tfjs-core';
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import { transposeImpl } from './Transpose_impl';
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import { transposeImplCPU as cpuTranspose } from './Transpose_impl';
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export function transpose(args) {
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const { inputs, backend, attrs } = args;
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const { x } = inputs;
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const { perm } = attrs;
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const webglBackend = backend;
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const xRank = x.shape.length;
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const newShape = new Array(xRank);
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for (let i = 0; i < newShape.length; i++) {
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newShape[i] = x.shape[perm[i]];
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}
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let out;
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if (webglBackend.shouldExecuteOnCPU([x])) {
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const xTexData = webglBackend.texData.get(x.dataId);
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const values = xTexData.values;
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const outValues = cpuTranspose(values, x.shape, x.dtype, perm, newShape);
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out = webglBackend.makeTensorInfo(newShape, x.dtype);
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const outData = webglBackend.texData.get(out.dataId);
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outData.values = outValues;
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}
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else {
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out = transposeImpl(x, perm, webglBackend);
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}
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return out;
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}
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export const transposeConfig = {
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kernelName: Transpose,
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backendName: 'webgl',
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kernelFunc: transpose
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};
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