/** * @license * Copyright 2018 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. * ============================================================================= */ export class DepthToSpaceProgram { constructor(outputShape, blockSize, dataFormat) { this.variableNames = ['x']; this.outputShape = []; this.outputShape = outputShape; this.blockSize = blockSize; this.dataFormat = dataFormat; this.userCode = ` void main() { ivec4 coords = getOutputCoords(); int b = coords[0]; int h = ${this.getHeightCoordString()}; int w = ${this.getWidthCoordString()}; int d = ${this.getDepthCoordString()}; int in_h = h / ${blockSize}; int offset_h = imod(h, ${blockSize}); int in_w = w / ${blockSize}; int offset_w = imod(w, ${blockSize}); int offset_d = (offset_h * ${blockSize} + offset_w) * ${this.getOutputDepthSize()}; int in_d = d + offset_d; float result = ${this.getInputSamplingString()}; setOutput(result); } `; } getHeightCoordString() { if (this.dataFormat === 'NHWC') { return `coords[1]`; } else { return `coords[2]`; } } getWidthCoordString() { if (this.dataFormat === 'NHWC') { return `coords[2]`; } else { return `coords[3]`; } } getDepthCoordString() { if (this.dataFormat === 'NHWC') { return `coords[3]`; } else { return `coords[1]`; } } getOutputDepthSize() { if (this.dataFormat === 'NHWC') { return this.outputShape[3]; } else { return this.outputShape[1]; } } getInputSamplingString() { if (this.dataFormat === 'NHWC') { return `getX(b, in_h, in_w, in_d)`; } else { return `getX(b, in_d, in_h, in_w)`; } } } 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