/** * @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 { PadV2, util } from '@tensorflow/tfjs-core'; import { assertNotComplex } from '../cpu_util'; export function padV2(args) { const { inputs, backend, attrs } = args; const { x } = inputs; const { paddings, constantValue } = attrs; assertNotComplex(x, 'pad'); const outShape = paddings.map((p, i) => p[0] /* beforePad */ + x.shape[i] + p[1] /* afterPad */); const start = paddings.map(p => p[0]); const xVals = backend.data.get(x.dataId).values; const xSize = util.sizeFromShape(x.shape); const xRank = x.shape.length; const xStrides = util.computeStrides(x.shape); const resultSize = util.sizeFromShape(outShape); const resultRank = outShape.length; const resultStrides = util.computeStrides(outShape); const resVals = util.getTypedArrayFromDType(x.dtype, resultSize); if (constantValue !== 0) { resVals.fill(constantValue); } for (let i = 0; i < xSize; i++) { const coords = util.indexToLoc(i, xRank, xStrides); const outCoords = coords.map((c, i) => c + start[i]); const outIndex = util.locToIndex(outCoords, resultRank, resultStrides); resVals[outIndex] = xVals[i]; } const outId = backend.write(resVals, outShape, x.dtype); return { dataId: outId, shape: outShape, dtype: x.dtype }; } export const padV2Config = { kernelName: PadV2, backendName: 'cpu', kernelFunc: padV2 }; //# 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