tasq/node_modules/onnxruntime-web/lib/onnxjs/backends/webgl/texture-layout.js

66 lines
3.0 KiB
JavaScript

"use strict";
// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License.
Object.defineProperty(exports, "__esModule", { value: true });
exports.createTextureLayoutFromShape = exports.calculateTextureWidthAndHeight = exports.createTextureLayoutFromTextureType = void 0;
const util_1 = require("../../util");
const types_1 = require("./types");
const createTextureLayoutFromTextureType = (textureLayoutStrategy, shape, textureType) => {
const channel = (textureType === types_1.TextureType.unpacked || textureType === types_1.TextureType.unpackedReversed) ? 1 : 4;
const isPacked = textureType === types_1.TextureType.packed;
const reverseWH = (textureType === types_1.TextureType.unpackedReversed || textureType === types_1.TextureType.packed);
const breakAxis = textureType === types_1.TextureType.packedLastDimension ? shape.length - 1 : undefined;
const unpackedShape = textureType === types_1.TextureType.packedLastDimension ?
shape.map((d, i) => i === shape.length - 1 ? d * 4 : d) :
undefined;
return (0, exports.createTextureLayoutFromShape)(textureLayoutStrategy, shape, channel, unpackedShape, { isPacked, reverseWH, breakAxis });
};
exports.createTextureLayoutFromTextureType = createTextureLayoutFromTextureType;
const calculateTextureWidthAndHeight = (textureLayoutStrategy, shape, textureType) => {
const layout = (0, exports.createTextureLayoutFromTextureType)(textureLayoutStrategy, shape, textureType);
return [layout.width, layout.height];
};
exports.calculateTextureWidthAndHeight = calculateTextureWidthAndHeight;
/**
* Create a TextureLayout object from shape.
*/
const createTextureLayoutFromShape = (textureLayoutStrategy, shape, channels = 1, unpackedShape, prefs) => {
const isPacked = !!(prefs && prefs.isPacked);
const [width, height] = textureLayoutStrategy.computeTextureWH(isPacked ? unpackedShape || shape : shape, prefs);
const rank = shape.length;
let inferredDims = shape.slice(0);
if (rank === 0) {
inferredDims = [1];
}
if (channels === 1) {
// unpackedShape will take `shape` and not `inferredDims` so as to create a scalar Tensor if need be
unpackedShape = shape;
}
else if (isPacked) {
if (channels !== 4) {
throw new Error('a packed texture must be 4-channel');
}
unpackedShape = shape;
if (rank > 0) {
inferredDims[rank - 1] = Math.ceil(inferredDims[rank - 1] / 2);
}
if (rank > 1) {
inferredDims[rank - 2] = Math.ceil(inferredDims[rank - 2] / 2);
}
}
else if (!unpackedShape) {
throw new Error('Unpacked shape is needed when using channels > 1');
}
return {
width,
height,
channels,
isPacked,
shape: inferredDims,
strides: util_1.ShapeUtil.computeStrides(inferredDims),
unpackedShape,
reversedWH: (prefs && prefs.reverseWH)
};
};
exports.createTextureLayoutFromShape = createTextureLayoutFromShape;
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