/**
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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 { backend_util, Conv3D } from '@tensorflow/tfjs-core';
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import { Conv3DProgram } from '../conv_gpu';
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export function conv3D(args) {
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const { inputs, backend, attrs } = args;
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const { x, filter } = inputs;
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const { strides, pad, dilations } = attrs;
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const convInfo = backend_util.computeConv3DInfo(x.shape, filter.shape, strides, dilations, pad);
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const program = new Conv3DProgram(convInfo);
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return backend.runWebGLProgram(program, [x, filter], 'float32');
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}
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export const conv3DConfig = {
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kernelName: Conv3D,
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backendName: 'webgl',
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kernelFunc: conv3D,
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};
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