chore: update node_modules with new binary files and dependencies
- Add new binary files for nodemon, onnxruntime-web, and xenova/transformers - Update various JavaScript and TypeScript files in node_modules - Remove unused files and dependencies - Add new test fixtures and documentation files
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167
node_modules/onnxruntime-web/lib/onnxjs/backends/webgl/ops/pad.js
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167
node_modules/onnxruntime-web/lib/onnxjs/backends/webgl/ops/pad.js
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"use strict";
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// Copyright (c) Microsoft Corporation. All rights reserved.
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// Licensed under the MIT License.
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Object.defineProperty(exports, "__esModule", { value: true });
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exports.parsePadAttributesV11 = exports.padV11 = exports.parsePadAttributesV2 = exports.padV2 = void 0;
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const attribute_with_cache_key_1 = require("../../../attribute-with-cache-key");
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const util_1 = require("../../../util");
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const glsl_source_1 = require("../glsl-source");
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const types_1 = require("../types");
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const padProgramMetadata = {
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name: 'Pad',
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inputNames: ['A'],
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inputTypes: [types_1.TextureType.unpacked],
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};
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const padV2 = (inferenceHandler, inputs, attributes) => {
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validateInputsV2(inputs);
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const output = inferenceHandler.run(Object.assign(Object.assign({}, padProgramMetadata), { cacheHint: attributes.cacheKey, get: () => createPadProgramInfo(inferenceHandler, inputs[0], attributes) }), inputs);
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return [output];
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};
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exports.padV2 = padV2;
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const parsePadAttributesV2 = (node) => {
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const mode = node.attributes.getString('mode', 'constant');
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const value = node.attributes.getFloat('value', 0.0);
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const pads = node.attributes.getInts('pads');
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return (0, attribute_with_cache_key_1.createAttributeWithCacheKey)({ mode, value, pads });
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};
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exports.parsePadAttributesV2 = parsePadAttributesV2;
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const padV11 = (inferenceHandler, inputs, mode) => {
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validateInputsV11(inputs);
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const attrubutes = generatePadAttributesFromInputs(inferenceHandler, inputs, mode);
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return (0, exports.padV2)(inferenceHandler, [inputs[0]], attrubutes);
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};
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exports.padV11 = padV11;
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const parsePadAttributesV11 = (node) => node.attributes.getString('mode', 'constant');
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exports.parsePadAttributesV11 = parsePadAttributesV11;
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const generatePadAttributesFromInputs = (inferenceHandler, inputs, mode) => {
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if (!inferenceHandler.session.isInitializer(inputs[1].dataId) ||
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(inputs.length >= 3 && !inferenceHandler.session.isInitializer(inputs[2].dataId))) {
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throw new Error('dynamic pad attributes are not allowed');
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}
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const pads = Array.from(inputs[1].integerData);
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const value = (inputs.length >= 3) ? inputs[2].floatData[0] : 0.0;
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return (0, attribute_with_cache_key_1.createAttributeWithCacheKey)({ mode, pads, value });
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};
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const createPadProgramInfo = (inferenceHandler, input, attributes) => {
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const outputShape = util_1.ShapeUtil.padShape(input.dims.slice(), attributes.pads);
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const rank = outputShape.length;
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const padFunction = getPadFunction(inferenceHandler, input, attributes);
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const shaderSource = `
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${padFunction}
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float process(int[${rank}] indices) {
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return padA(indices);
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}`;
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return {
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name: 'Pad',
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inputNames: ['A'],
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inputTypes: [types_1.TextureType.unpacked],
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output: { dims: outputShape, type: input.type, textureType: types_1.TextureType.unpacked },
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shaderSource
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};
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};
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const validateInputsV2 = (inputs) => {
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if (!inputs || inputs.length !== 1) {
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throw new Error('Pad requires 1 input');
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}
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if (inputs[0].type !== 'float32' && inputs[0].type !== 'float64') {
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throw new Error('Invalid input type.');
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}
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};
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const validateInputsV11 = (inputs) => {
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if (!inputs || (inputs.length !== 2 && inputs.length !== 3)) {
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throw new Error('Pad requires 2 or 3 inputs');
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}
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if (inputs[1].type !== 'int32') {
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throw new Error('Invalid input type.');
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}
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if (inputs.length >= 3 && inputs[2].type === 'string') {
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throw new Error('Invalid input type.');
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}
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};
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const getPadFunction = (inferenceHandler, input, attributes) => {
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const glsl = (0, glsl_source_1.getGlsl)(inferenceHandler.session.backend.glContext.version);
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const [width, height] = inferenceHandler.calculateTextureWidthAndHeight(input.dims, types_1.TextureType.unpacked);
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const strides = util_1.ShapeUtil.computeStrides(input.dims);
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switch (attributes.mode) {
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case 'constant':
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return getPadConstant(glsl, input.dims, strides, width, height, attributes.pads, attributes.value);
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case 'reflect':
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return getPadReflect(glsl, input.dims, strides, width, height, attributes.pads);
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case 'edge':
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return getPadEdge(glsl, input.dims, strides, width, height, attributes.pads);
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default:
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throw new Error('Invalid mode');
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}
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};
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const getPadConstant = (glsl, shape, strides, width, height, pads, value) => {
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const rank = shape.length;
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let block = '';
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for (let i = rank - 1; i >= 0; --i) {
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block += `
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k = m[${i}] - ${pads[i]};
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if (k < 0) return constant;
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if (k >= ${shape[i]}) return constant;
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offset += k * ${strides[i]};
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`;
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}
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return `
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float padA(int m[${rank}]) {
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const float constant = float(${value});
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int offset = 0;
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int k = 0;
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${block}
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vec2 coords = offsetToCoords(offset, ${width}, ${height});
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float value = getColorAsFloat(${glsl.texture2D}(A, coords));
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return value;
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}
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`;
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};
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const getPadReflect = (glsl, shape, strides, width, height, pads) => {
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const rank = shape.length;
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let block = '';
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for (let i = rank - 1; i >= 0; --i) {
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block += `
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k = m[${i}] - ${pads[i]};
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if (k < 0) { k = -k; }
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{
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const int _2n_1 = ${2 * (shape[i] - 1)};
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k = int( mod( float(k), float(_2n_1) ) ) ;
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if(k >= ${shape[i]}) { k = _2n_1 - k; }
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}
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offset += k * ${strides[i]};
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`;
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}
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return `
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float padA(int m[${rank}]) {
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int offset = 0;
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int k = 0;
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${block}
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vec2 coords = offsetToCoords(offset, ${width}, ${height});
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float value = getColorAsFloat(${glsl.texture2D}(A, coords));
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return value;
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}
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`;
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};
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const getPadEdge = (glsl, shape, strides, width, height, pads) => {
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const rank = shape.length;
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let block = '';
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for (let i = rank - 1; i >= 0; --i) {
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block += `
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k = m[${i}] - ${pads[i]};
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if (k < 0) k = 0;
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if (k >= ${shape[i]}) k = ${shape[i] - 1};
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offset += k * ${strides[i]};
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`;
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}
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return `
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float padA(int m[${rank}]) {
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int offset = 0;
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int k = 0;
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${block}
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vec2 coords = offsetToCoords(offset, ${width}, ${height});
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float value = getColorAsFloat(${glsl.texture2D}(A, coords));
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return value;
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}
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`;
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};
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//# sourceMappingURL=pad.js.map
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