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chenyc

2025-02-12 ea42ff3ebee1eeb3fb29423aa848a249441db81c

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/**
 * @license
 * Copyright 2021 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 { SparseFillEmptyRows } from '@tensorflow/tfjs-core';
import { sparseFillEmptyRowsImplCPU } from '../kernel_utils/shared';
export function sparseFillEmptyRows(args) {
    const { inputs, backend } = args;
    const { indices, values, denseShape, defaultValue } = inputs;
    if (denseShape.shape.length !== 1) {
        throw new Error(`Dense shape must be a vector, saw:
         ${denseShape.shape}`);
    }
    if (indices.shape.length !== 2) {
        throw new Error(`Indices must be a matrix, saw:
         ${indices.shape}`);
    }
    if (values.shape.length !== 1) {
        throw new Error(`Values must be a vector, saw:
         ${values.shape}`);
    }
    if (defaultValue.shape.length !== 0) {
        throw new Error(`Default value must be a scalar, saw:
        ${defaultValue.shape}`);
    }
    const $indices = backend.readSync(indices.dataId);
    const $values = backend.readSync(values.dataId);
    const $denseShape = backend.readSync(denseShape.dataId);
    const $defaultValue = backend.readSync(defaultValue.dataId)[0];
    const [outputIndices, outputIndicesShape, outputValues, emptyRowIndicator, reverseIndexMap] = sparseFillEmptyRowsImplCPU($indices, indices.shape, indices.dtype, $values, values.dtype, $denseShape, $defaultValue);
    return [
        backend.makeTensorInfo(outputIndicesShape, indices.dtype, outputIndices),
        backend.makeTensorInfo([outputIndicesShape[0]], values.dtype, outputValues),
        backend.makeTensorInfo([emptyRowIndicator.length], 'bool', new Uint8Array(emptyRowIndicator.map((value) => Number(value)))),
        backend.makeTensorInfo([reverseIndexMap.length], indices.dtype, new Int32Array(reverseIndexMap)),
    ];
}
export const sparseFillEmptyRowsConfig = {
    kernelName: SparseFillEmptyRows,
    backendName: 'webgl',
    kernelFunc: sparseFillEmptyRows,
};
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