/**
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* @license
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* Copyright 2021 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 } from '@tensorflow/tfjs-core';
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export function gatherNdImpl(indicesData, paramsBuf, dtype, numSlices, sliceRank, sliceSize, strides, paramsShape, paramsSize) {
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const outBuf = buffer([numSlices, sliceSize], dtype);
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for (let i = 0; i < numSlices; i++) {
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const index = [];
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let flattenIndex = 0;
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for (let j = 0; j < sliceRank; j++) {
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const dim = indicesData[i * sliceRank + j];
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flattenIndex += dim * strides[j];
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index.push(dim);
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}
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if (flattenIndex < 0 || flattenIndex >= paramsSize / sliceSize) {
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throw new Error(`Invalid indices: ${index} does not index into ${paramsShape}`);
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}
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for (let k = 0; k < sliceSize; k++) {
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outBuf.values[i * sliceSize + k] =
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paramsBuf.get(...paramsBuf.indexToLoc(flattenIndex * sliceSize + k));
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}
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}
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return outBuf;
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}
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