/**
 * @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 { All, backend_util, util } from '@tensorflow/tfjs-core';
import { reduce } from '../kernel_utils/reduce';
import { reshape } from './Reshape';
import { transpose } from './Transpose';
export function all(args) {
    const { inputs, backend, attrs } = args;
    const { x } = inputs;
    const { axis, keepDims } = attrs;
    const xRank = x.shape.length;
    const origAxes = util.parseAxisParam(axis, x.shape);
    let axes = origAxes;
    const permutedAxes = backend_util.getAxesPermutation(axes, xRank);
    let permutedX = x;
    if (permutedAxes != null) {
        permutedX = transpose({ inputs: { x }, backend, attrs: { perm: permutedAxes } });
        axes = backend_util.getInnerMostAxes(axes.length, xRank);
    }
    backend_util.assertAxesAreInnerMostDims('all', axes, xRank);
    const [outShape, reduceShape] = backend_util.computeOutAndReduceShapes(permutedX.shape, axes);
    const inSize = util.sizeFromShape(reduceShape);
    const a2D = reshape({ inputs: { x: permutedX }, backend, attrs: { shape: [-1, inSize] } });
    const reduced = reduce(a2D, a2D.dtype, 'all', backend);
    let res;
    if (keepDims) {
        const newShape = backend_util.expandShapeToKeepDim(outShape, origAxes);
        res = reshape({ inputs: { x: reduced }, backend, attrs: { shape: newShape } });
    }
    else {
        res = reshape({ inputs: { x: reduced }, backend, attrs: { shape: outShape } });
    }
    backend.disposeIntermediateTensorInfo(a2D);
    backend.disposeIntermediateTensorInfo(reduced);
    if (permutedAxes != null) {
        backend.disposeIntermediateTensorInfo(permutedX);
    }
    return res;
}
export const allConfig = {
    kernelName: All,
    backendName: 'webgl',
    kernelFunc: all
};
//# sourceMappingURL=data:application/json;base64,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