/** * @license * Copyright 2017 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 ResizeBilinearProgram { constructor(inputShape, newHeight, newWidth, alignCorners, halfPixelCenters) { this.variableNames = ['A']; this.outputShape = []; const [batch, oldHeight, oldWidth, depth] = inputShape; this.outputShape = [batch, newHeight, newWidth, depth]; const effectiveInSize = [ (alignCorners && newHeight > 1) ? oldHeight - 1 : oldHeight, (alignCorners && newWidth > 1) ? oldWidth - 1 : oldWidth ]; const effectiveOutSize = [ (alignCorners && newHeight > 1) ? newHeight - 1 : newHeight, (alignCorners && newWidth > 1) ? newWidth - 1 : newWidth ]; let sourceFracIndexRC; if (halfPixelCenters) { sourceFracIndexRC = `(vec2(yRC) + vec2(0.5)) * effectiveInputOverOutputRatioRC` + ` - vec2(0.5)`; } else { sourceFracIndexRC = `vec2(yRC) * effectiveInputOverOutputRatioRC`; } this.userCode = ` const vec2 effectiveInputOverOutputRatioRC = vec2( ${effectiveInSize[0] / effectiveOutSize[0]}, ${effectiveInSize[1] / effectiveOutSize[1]}); const vec2 inputShapeRC = vec2(${oldHeight}.0, ${oldWidth}.0); void main() { ivec4 coords = getOutputCoords(); int b = coords[0]; int d = coords[3]; ivec2 yRC = coords.yz; // Fractional source index. vec2 sourceFracIndexRC = ${sourceFracIndexRC}; // Compute the four integer indices. ivec2 sourceFloorRC = ivec2(max(sourceFracIndexRC, vec2(0.0))); ivec2 sourceCeilRC = ivec2( min(inputShapeRC - 1.0, ceil(sourceFracIndexRC))); float topLeft = getA(b, sourceFloorRC.x, sourceFloorRC.y, d); float bottomLeft = getA(b, sourceCeilRC.x, sourceFloorRC.y, d); float topRight = getA(b, sourceFloorRC.x, sourceCeilRC.y, d); float bottomRight = getA(b, sourceCeilRC.x, sourceCeilRC.y, d); vec2 fracRC = sourceFracIndexRC - vec2(sourceFloorRC); float top = topLeft + (topRight - topLeft) * fracRC.y; float bottom = bottomLeft + (bottomRight - bottomLeft) * fracRC.y; float newValue = top + (bottom - top) * fracRC.x; setOutput(newValue); } `; } } //# 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