/**
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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 { buffer, Diag, util } from '@tensorflow/tfjs-core';
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export function diag(args) {
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const { inputs, backend } = args;
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const { x } = inputs;
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const xSize = util.sizeFromShape(x.shape);
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const xVals = backend.data.get(x.dataId).values;
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const outBuf = buffer([xSize, xSize], x.dtype);
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const vals = outBuf.values;
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for (let i = 0; i < xVals.length; i++) {
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vals[i * xSize + i] = xVals[i];
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}
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const outShape = [...x.shape, ...x.shape];
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return backend.makeTensorInfo(outShape, outBuf.dtype, outBuf.values);
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}
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export const diagConfig = {
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kernelName: Diag,
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backendName: 'cpu',
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kernelFunc: diag
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};
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