/*! For license information please see bundle.81bfe2a9b31f7f903131.min.js.LICENSE.txt */
(()=>{var __webpack_modules__={49:(e,t,n)=>{"use strict";n.d(t,{A:()=>s});var r=n(354),o=n.n(r),i=n(314),a=n.n(i)()(o());a.push([e.id,"*, ::before, ::after {\n  --tw-border-spacing-x: 0;\n  --tw-border-spacing-y: 0;\n  --tw-translate-x: 0;\n  --tw-translate-y: 0;\n  --tw-rotate: 0;\n  --tw-skew-x: 0;\n  --tw-skew-y: 0;\n  --tw-scale-x: 1;\n  --tw-scale-y: 1;\n  --tw-pan-x:  ;\n  --tw-pan-y:  ;\n  --tw-pinch-zoom:  ;\n  --tw-scroll-snap-strictness: proximity;\n  --tw-gradient-from-position:  ;\n  --tw-gradient-via-position:  ;\n  --tw-gradient-to-position:  ;\n  --tw-ordinal:  ;\n  --tw-slashed-zero:  ;\n  --tw-numeric-figure:  ;\n  --tw-numeric-spacing:  ;\n  --tw-numeric-fraction:  ;\n  --tw-ring-inset:  ;\n  --tw-ring-offset-width: 0px;\n  --tw-ring-offset-color: #fff;\n  --tw-ring-color: rgba(59, 130, 246, 0.5);\n  --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0);\n  --tw-ring-shadow: 0 0 rgba(0,0,0,0);\n  --tw-shadow: 0 0 rgba(0,0,0,0);\n  --tw-shadow-colored: 0 0 rgba(0,0,0,0);\n  --tw-blur:  ;\n  --tw-brightness:  ;\n  --tw-contrast:  ;\n  --tw-grayscale:  ;\n  --tw-hue-rotate:  ;\n  --tw-invert:  ;\n  --tw-saturate:  ;\n  --tw-sepia:  ;\n  --tw-drop-shadow:  ;\n  --tw-backdrop-blur:  ;\n  --tw-backdrop-brightness:  ;\n  --tw-backdrop-contrast:  ;\n  --tw-backdrop-grayscale:  ;\n  --tw-backdrop-hue-rotate:  ;\n  --tw-backdrop-invert:  ;\n  --tw-backdrop-opacity:  ;\n  --tw-backdrop-saturate:  ;\n  --tw-backdrop-sepia:  ;\n  --tw-contain-size:  ;\n  --tw-contain-layout:  ;\n  --tw-contain-paint:  ;\n  --tw-contain-style:  ;\n}\n\n::backdrop {\n  --tw-border-spacing-x: 0;\n  --tw-border-spacing-y: 0;\n  --tw-translate-x: 0;\n  --tw-translate-y: 0;\n  --tw-rotate: 0;\n  --tw-skew-x: 0;\n  --tw-skew-y: 0;\n  --tw-scale-x: 1;\n  --tw-scale-y: 1;\n  --tw-pan-x:  ;\n  --tw-pan-y:  ;\n  --tw-pinch-zoom:  ;\n  --tw-scroll-snap-strictness: proximity;\n  --tw-gradient-from-position:  ;\n  --tw-gradient-via-position:  ;\n  --tw-gradient-to-position:  ;\n  --tw-ordinal:  ;\n  --tw-slashed-zero:  ;\n  --tw-numeric-figure:  ;\n  --tw-numeric-spacing:  ;\n  --tw-numeric-fraction:  ;\n  --tw-ring-inset:  ;\n  --tw-ring-offset-width: 0px;\n  --tw-ring-offset-color: #fff;\n  --tw-ring-color: rgba(59, 130, 246, 0.5);\n  --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0);\n  --tw-ring-shadow: 0 0 rgba(0,0,0,0);\n  --tw-shadow: 0 0 rgba(0,0,0,0);\n  --tw-shadow-colored: 0 0 rgba(0,0,0,0);\n  --tw-blur:  ;\n  --tw-brightness:  ;\n  --tw-contrast:  ;\n  --tw-grayscale:  ;\n  --tw-hue-rotate:  ;\n  --tw-invert:  ;\n  --tw-saturate:  ;\n  --tw-sepia:  ;\n  --tw-drop-shadow:  ;\n  --tw-backdrop-blur:  ;\n  --tw-backdrop-brightness:  ;\n  --tw-backdrop-contrast:  ;\n  --tw-backdrop-grayscale:  ;\n  --tw-backdrop-hue-rotate:  ;\n  --tw-backdrop-invert:  ;\n  --tw-backdrop-opacity:  ;\n  --tw-backdrop-saturate:  ;\n  --tw-backdrop-sepia:  ;\n  --tw-contain-size:  ;\n  --tw-contain-layout:  ;\n  --tw-contain-paint:  ;\n  --tw-contain-style:  ;\n}/*\n! tailwindcss v3.4.14 | MIT License | https://tailwindcss.com\n*//*\n1. Prevent padding and border from affecting element width. (https://github.com/mozdevs/cssremedy/issues/4)\n2. Allow adding a border to an element by just adding a border-width. (https://github.com/tailwindcss/tailwindcss/pull/116)\n*/\n\n*,\n::before,\n::after {\n  box-sizing: border-box; /* 1 */\n  border-width: 0; /* 2 */\n  border-style: solid; /* 2 */\n  border-color: #e5e7eb; /* 2 */\n}\n\n::before,\n::after {\n  --tw-content: '';\n}\n\n/*\n1. Use a consistent sensible line-height in all browsers.\n2. Prevent adjustments of font size after orientation changes in iOS.\n3. Use a more readable tab size.\n4. Use the user's configured `sans` font-family by default.\n5. Use the user's configured `sans` font-feature-settings by default.\n6. Use the user's configured `sans` font-variation-settings by default.\n7. Disable tap highlights on iOS\n*/\n\nhtml,\n:host {\n  line-height: 1.5; /* 1 */\n  -webkit-text-size-adjust: 100%; /* 2 */\n  -moz-tab-size: 4; /* 3 */\n  -o-tab-size: 4;\n     tab-size: 4; /* 3 */\n  font-family: ui-sans-serif, system-ui, -apple-system, Segoe UI, Roboto, Ubuntu, Cantarell, Noto Sans, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\", \"Noto Color Emoji\"; /* 4 */\n  font-feature-settings: normal; /* 5 */\n  font-variation-settings: normal; /* 6 */\n  -webkit-tap-highlight-color: transparent; /* 7 */\n}\n\n/*\n1. Remove the margin in all browsers.\n2. Inherit line-height from `html` so users can set them as a class directly on the `html` element.\n*/\n\nbody {\n  margin: 0; /* 1 */\n  line-height: inherit; /* 2 */\n}\n\n/*\n1. Add the correct height in Firefox.\n2. Correct the inheritance of border color in Firefox. (https://bugzilla.mozilla.org/show_bug.cgi?id=190655)\n3. Ensure horizontal rules are visible by default.\n*/\n\nhr {\n  height: 0; /* 1 */\n  color: inherit; /* 2 */\n  border-top-width: 1px; /* 3 */\n}\n\n/*\nAdd the correct text decoration in Chrome, Edge, and Safari.\n*/\n\nabbr:where([title]) {\n  text-decoration: underline;\n  -webkit-text-decoration: underline dotted currentColor;\n          text-decoration: underline dotted currentColor;\n}\n\n/*\nRemove the default font size and weight for headings.\n*/\n\nh1,\nh2,\nh3,\nh4,\nh5,\nh6 {\n  font-size: inherit;\n  font-weight: inherit;\n}\n\n/*\nReset links to optimize for opt-in styling instead of opt-out.\n*/\n\na {\n  color: inherit;\n  text-decoration: inherit;\n}\n\n/*\nAdd the correct font weight in Edge and Safari.\n*/\n\nb,\nstrong {\n  font-weight: bolder;\n}\n\n/*\n1. Use the user's configured `mono` font-family by default.\n2. Use the user's configured `mono` font-feature-settings by default.\n3. Use the user's configured `mono` font-variation-settings by default.\n4. Correct the odd `em` font sizing in all browsers.\n*/\n\ncode,\nkbd,\nsamp,\npre {\n  font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, \"Liberation Mono\", \"Courier New\", monospace; /* 1 */\n  font-feature-settings: normal; /* 2 */\n  font-variation-settings: normal; /* 3 */\n  font-size: 1em; /* 4 */\n}\n\n/*\nAdd the correct font size in all browsers.\n*/\n\nsmall {\n  font-size: 80%;\n}\n\n/*\nPrevent `sub` and `sup` elements from affecting the line height in all browsers.\n*/\n\nsub,\nsup {\n  font-size: 75%;\n  line-height: 0;\n  position: relative;\n  vertical-align: baseline;\n}\n\nsub {\n  bottom: -0.25em;\n}\n\nsup {\n  top: -0.5em;\n}\n\n/*\n1. Remove text indentation from table contents in Chrome and Safari. (https://bugs.chromium.org/p/chromium/issues/detail?id=999088, https://bugs.webkit.org/show_bug.cgi?id=201297)\n2. Correct table border color inheritance in all Chrome and Safari. (https://bugs.chromium.org/p/chromium/issues/detail?id=935729, https://bugs.webkit.org/show_bug.cgi?id=195016)\n3. Remove gaps between table borders by default.\n*/\n\ntable {\n  text-indent: 0; /* 1 */\n  border-color: inherit; /* 2 */\n  border-collapse: collapse; /* 3 */\n}\n\n/*\n1. Change the font styles in all browsers.\n2. Remove the margin in Firefox and Safari.\n3. Remove default padding in all browsers.\n*/\n\nbutton,\ninput,\noptgroup,\nselect,\ntextarea {\n  font-family: inherit; /* 1 */\n  font-feature-settings: inherit; /* 1 */\n  font-variation-settings: inherit; /* 1 */\n  font-size: 100%; /* 1 */\n  font-weight: inherit; /* 1 */\n  line-height: inherit; /* 1 */\n  letter-spacing: inherit; /* 1 */\n  color: inherit; /* 1 */\n  margin: 0; /* 2 */\n  padding: 0; /* 3 */\n}\n\n/*\nRemove the inheritance of text transform in Edge and Firefox.\n*/\n\nbutton,\nselect {\n  text-transform: none;\n}\n\n/*\n1. Correct the inability to style clickable types in iOS and Safari.\n2. Remove default button styles.\n*/\n\nbutton,\ninput:where([type='button']),\ninput:where([type='reset']),\ninput:where([type='submit']) {\n  -webkit-appearance: button; /* 1 */\n  background-color: transparent; /* 2 */\n  background-image: none; /* 2 */\n}\n\n/*\nUse the modern Firefox focus style for all focusable elements.\n*/\n\n:-moz-focusring {\n  outline: auto;\n}\n\n/*\nRemove the additional `:invalid` styles in Firefox. (https://github.com/mozilla/gecko-dev/blob/2f9eacd9d3d995c937b4251a5557d95d494c9be1/layout/style/res/forms.css#L728-L737)\n*/\n\n:-moz-ui-invalid {\n  box-shadow: none;\n}\n\n/*\nAdd the correct vertical alignment in Chrome and Firefox.\n*/\n\nprogress {\n  vertical-align: baseline;\n}\n\n/*\nCorrect the cursor style of increment and decrement buttons in Safari.\n*/\n\n::-webkit-inner-spin-button,\n::-webkit-outer-spin-button {\n  height: auto;\n}\n\n/*\n1. Correct the odd appearance in Chrome and Safari.\n2. Correct the outline style in Safari.\n*/\n\n[type='search'] {\n  -webkit-appearance: textfield; /* 1 */\n  outline-offset: -2px; /* 2 */\n}\n\n/*\nRemove the inner padding in Chrome and Safari on macOS.\n*/\n\n::-webkit-search-decoration {\n  -webkit-appearance: none;\n}\n\n/*\n1. Correct the inability to style clickable types in iOS and Safari.\n2. Change font properties to `inherit` in Safari.\n*/\n\n::-webkit-file-upload-button {\n  -webkit-appearance: button; /* 1 */\n  font: inherit; /* 2 */\n}\n\n/*\nAdd the correct display in Chrome and Safari.\n*/\n\nsummary {\n  display: list-item;\n}\n\n/*\nRemoves the default spacing and border for appropriate elements.\n*/\n\nblockquote,\ndl,\ndd,\nh1,\nh2,\nh3,\nh4,\nh5,\nh6,\nhr,\nfigure,\np,\npre {\n  margin: 0;\n}\n\nfieldset {\n  margin: 0;\n  padding: 0;\n}\n\nlegend {\n  padding: 0;\n}\n\nol,\nul,\nmenu {\n  list-style: none;\n  margin: 0;\n  padding: 0;\n}\n\n/*\nReset default styling for dialogs.\n*/\ndialog {\n  padding: 0;\n}\n\n/*\nPrevent resizing textareas horizontally by default.\n*/\n\ntextarea {\n  resize: vertical;\n}\n\n/*\n1. Reset the default placeholder opacity in Firefox. (https://github.com/tailwindlabs/tailwindcss/issues/3300)\n2. Set the default placeholder color to the user's configured gray 400 color.\n*/\n\ninput::-moz-placeholder, textarea::-moz-placeholder {\n  opacity: 1; /* 1 */\n  color: #9ca3af; /* 2 */\n}\n\ninput::placeholder,\ntextarea::placeholder {\n  opacity: 1; /* 1 */\n  color: #9ca3af; /* 2 */\n}\n\n/*\nSet the default cursor for buttons.\n*/\n\nbutton,\n[role=\"button\"] {\n  cursor: pointer;\n}\n\n/*\nMake sure disabled buttons don't get the pointer cursor.\n*/\n:disabled {\n  cursor: default;\n}\n\n/*\n1. Make replaced elements `display: block` by default. (https://github.com/mozdevs/cssremedy/issues/14)\n2. Add `vertical-align: middle` to align replaced elements more sensibly by default. (https://github.com/jensimmons/cssremedy/issues/14#issuecomment-634934210)\n   This can trigger a poorly considered lint error in some tools but is included by design.\n*/\n\nimg,\nsvg,\nvideo,\ncanvas,\naudio,\niframe,\nembed,\nobject {\n  display: block; /* 1 */\n  vertical-align: middle; /* 2 */\n}\n\n/*\nConstrain images and videos to the parent width and preserve their intrinsic aspect ratio. (https://github.com/mozdevs/cssremedy/issues/14)\n*/\n\nimg,\nvideo {\n  max-width: 100%;\n  height: auto;\n}\n\n/* Make elements with the HTML hidden attribute stay hidden by default */\n[hidden]:where(:not([hidden=\"until-found\"])) {\n  display: none;\n}\n.container {\n  width: 100%;\n}\n@media (min-width: 640px) {\n\n  .container {\n    max-width: 640px;\n  }\n}\n@media (min-width: 768px) {\n\n  .container {\n    max-width: 768px;\n  }\n}\n@media (min-width: 1024px) {\n\n  .container {\n    max-width: 1024px;\n  }\n}\n@media (min-width: 1280px) {\n\n  .container {\n    max-width: 1280px;\n  }\n}\n@media (min-width: 1536px) {\n\n  .container {\n    max-width: 1536px;\n  }\n}\n.pointer-events-none {\n  pointer-events: none;\n}\n.fixed {\n  position: fixed;\n}\n.absolute {\n  position: absolute;\n}\n.relative {\n  position: relative;\n}\n.inset-0 {\n  top: 0px;\n  right: 0px;\n  bottom: 0px;\n  left: 0px;\n}\n.left-0 {\n  left: 0px;\n}\n.right-0 {\n  right: 0px;\n}\n.right-4 {\n  right: 1rem;\n}\n.top-1\\/2 {\n  top: 50%;\n}\n.top-4 {\n  top: 1rem;\n}\n.z-10 {\n  z-index: 10;\n}\n.z-50 {\n  z-index: 50;\n}\n.mx-4 {\n  margin-left: 1rem;\n  margin-right: 1rem;\n}\n.mb-2 {\n  margin-bottom: 0.5rem;\n}\n.mb-4 {\n  margin-bottom: 1rem;\n}\n.mb-6 {\n  margin-bottom: 1.5rem;\n}\n.mb-8 {\n  margin-bottom: 2rem;\n}\n.mt-4 {\n  margin-top: 1rem;\n}\n.flex {\n  display: flex;\n}\n.hidden {\n  display: none;\n}\n.h-16 {\n  height: 4rem;\n}\n.h-6 {\n  height: 1.5rem;\n}\n.h-8 {\n  height: 2rem;\n}\n.h-\\[150px\\] {\n  height: 150px;\n}\n.h-full {\n  height: 100%;\n}\n.h-screen {\n  height: 100vh;\n}\n.max-h-\\[calc\\(100vh-300px\\)\\] {\n  max-height: calc(100vh - 300px);\n}\n.max-h-full {\n  max-height: 100%;\n}\n.w-16 {\n  width: 4rem;\n}\n.w-6 {\n  width: 1.5rem;\n}\n.w-8 {\n  width: 2rem;\n}\n.w-\\[200px\\] {\n  width: 200px;\n}\n.w-full {\n  width: 100%;\n}\n.max-w-\\[2200px\\] {\n  max-width: 2200px;\n}\n.max-w-full {\n  max-width: 100%;\n}\n.max-w-md {\n  max-width: 28rem;\n}\n.flex-1 {\n  flex: 1 1 0%;\n}\n.flex-grow {\n  flex-grow: 1;\n}\n.-translate-y-1\\/2 {\n  --tw-translate-y: -50%;\n  transform: translate(var(--tw-translate-x), var(--tw-translate-y)) rotate(var(--tw-rotate)) skewX(var(--tw-skew-x)) skewY(var(--tw-skew-y)) scaleX(var(--tw-scale-x)) scaleY(var(--tw-scale-y));\n}\n.cursor-not-allowed {\n  cursor: not-allowed;\n}\n.cursor-pointer {\n  cursor: pointer;\n}\n.resize {\n  resize: both;\n}\n.flex-col {\n  flex-direction: column;\n}\n.flex-wrap {\n  flex-wrap: wrap;\n}\n.items-center {\n  align-items: center;\n}\n.justify-center {\n  justify-content: center;\n}\n.justify-between {\n  justify-content: space-between;\n}\n.gap-2 {\n  gap: 0.5rem;\n}\n.gap-4 {\n  gap: 1rem;\n}\n.gap-6 {\n  gap: 1.5rem;\n}\n.gap-8 {\n  gap: 2rem;\n}\n.space-y-4 > :not([hidden]) ~ :not([hidden]) {\n  --tw-space-y-reverse: 0;\n  margin-top: calc(1rem * (1 - var(--tw-space-y-reverse)));\n  margin-top: calc(1rem * calc(1 - var(--tw-space-y-reverse)));\n  margin-bottom: calc(1rem * var(--tw-space-y-reverse));\n}\n.overflow-hidden {\n  overflow: hidden;\n}\n.rounded {\n  border-radius: 0.25rem;\n}\n.rounded-full {\n  border-radius: 9999px;\n}\n.rounded-lg {\n  border-radius: 0.5rem;\n}\n.rounded-sm {\n  border-radius: 0.125rem;\n}\n.border-4 {\n  border-width: 4px;\n}\n.border-b {\n  border-bottom-width: 1px;\n}\n.border-dashed {\n  border-style: dashed;\n}\n.border-blue-500 {\n  --tw-border-opacity: 1;\n  border-color: rgba(59, 130, 246, var(--tw-border-opacity));\n}\n.border-gray-300 {\n  --tw-border-opacity: 1;\n  border-color: rgba(209, 213, 219, var(--tw-border-opacity));\n}\n.bg-black {\n  --tw-bg-opacity: 1;\n  background-color: rgba(0, 0, 0, var(--tw-bg-opacity));\n}\n.bg-blue-50 {\n  --tw-bg-opacity: 1;\n  background-color: rgba(239, 246, 255, var(--tw-bg-opacity));\n}\n.bg-blue-500 {\n  --tw-bg-opacity: 1;\n  background-color: rgba(59, 130, 246, var(--tw-bg-opacity));\n}\n.bg-gray-500 {\n  --tw-bg-opacity: 1;\n  background-color: rgba(107, 114, 128, var(--tw-bg-opacity));\n}\n.bg-red-100 {\n  --tw-bg-opacity: 1;\n  background-color: rgba(254, 226, 226, var(--tw-bg-opacity));\n}\n.bg-red-600 {\n  --tw-bg-opacity: 1;\n  background-color: rgba(220, 38, 38, var(--tw-bg-opacity));\n}\n.bg-white {\n  --tw-bg-opacity: 1;\n  background-color: rgba(255, 255, 255, var(--tw-bg-opacity));\n}\n.bg-opacity-50 {\n  --tw-bg-opacity: 0.5;\n}\n.bg-opacity-75 {\n  --tw-bg-opacity: 0.75;\n}\n.object-contain {\n  -o-object-fit: contain;\n     object-fit: contain;\n}\n.object-cover {\n  -o-object-fit: cover;\n     object-fit: cover;\n}\n.p-4 {\n  padding: 1rem;\n}\n.p-6 {\n  padding: 1.5rem;\n}\n.p-8 {\n  padding: 2rem;\n}\n.px-16 {\n  padding-left: 4rem;\n  padding-right: 4rem;\n}\n.px-4 {\n  padding-left: 1rem;\n  padding-right: 1rem;\n}\n.px-8 {\n  padding-left: 2rem;\n  padding-right: 2rem;\n}\n.py-2 {\n  padding-top: 0.5rem;\n  padding-bottom: 0.5rem;\n}\n.pl-5 {\n  padding-left: 1.25rem;\n}\n.pr-5 {\n  padding-right: 1.25rem;\n}\n.text-left {\n  text-align: left;\n}\n.text-center {\n  text-align: center;\n}\n.text-3xl {\n  font-size: 1.875rem;\n  line-height: 2.25rem;\n}\n.text-lg {\n  font-size: 1.125rem;\n  line-height: 1.75rem;\n}\n.text-sm {\n  font-size: 0.875rem;\n  line-height: 1.25rem;\n}\n.font-bold {\n  font-weight: 700;\n}\n.font-medium {\n  font-weight: 500;\n}\n.font-semibold {\n  font-weight: 600;\n}\n.text-gray-300 {\n  --tw-text-opacity: 1;\n  color: rgba(209, 213, 219, var(--tw-text-opacity));\n}\n.text-gray-500 {\n  --tw-text-opacity: 1;\n  color: rgba(107, 114, 128, var(--tw-text-opacity));\n}\n.text-gray-600 {\n  --tw-text-opacity: 1;\n  color: rgba(75, 85, 99, var(--tw-text-opacity));\n}\n.text-gray-800 {\n  --tw-text-opacity: 1;\n  color: rgba(31, 41, 55, var(--tw-text-opacity));\n}\n.text-gray-900 {\n  --tw-text-opacity: 1;\n  color: rgba(17, 24, 39, var(--tw-text-opacity));\n}\n.text-red-600 {\n  --tw-text-opacity: 1;\n  color: rgba(220, 38, 38, var(--tw-text-opacity));\n}\n.text-white {\n  --tw-text-opacity: 1;\n  color: rgba(255, 255, 255, var(--tw-text-opacity));\n}\n.underline {\n  text-decoration-line: underline;\n}\n.opacity-40 {\n  opacity: 0.4;\n}\n.shadow-lg {\n  --tw-shadow: 0 10px 15px -3px rgba(0, 0, 0, 0.1), 0 4px 6px -4px rgba(0, 0, 0, 0.1);\n  --tw-shadow-colored: 0 10px 15px -3px var(--tw-shadow-color), 0 4px 6px -4px var(--tw-shadow-color);\n  box-shadow: 0 0 rgba(0,0,0,0), 0 0 rgba(0,0,0,0), var(--tw-shadow);\n  box-shadow: var(--tw-ring-offset-shadow, 0 0 rgba(0,0,0,0)), var(--tw-ring-shadow, 0 0 rgba(0,0,0,0)), var(--tw-shadow);\n}\n.shadow-xl {\n  --tw-shadow: 0 20px 25px -5px rgba(0, 0, 0, 0.1), 0 8px 10px -6px rgba(0, 0, 0, 0.1);\n  --tw-shadow-colored: 0 20px 25px -5px var(--tw-shadow-color), 0 8px 10px -6px var(--tw-shadow-color);\n  box-shadow: 0 0 rgba(0,0,0,0), 0 0 rgba(0,0,0,0), var(--tw-shadow);\n  box-shadow: var(--tw-ring-offset-shadow, 0 0 rgba(0,0,0,0)), var(--tw-ring-shadow, 0 0 rgba(0,0,0,0)), var(--tw-shadow);\n}\n.filter {\n  filter: var(--tw-blur) var(--tw-brightness) var(--tw-contrast) var(--tw-grayscale) var(--tw-hue-rotate) var(--tw-invert) var(--tw-saturate) var(--tw-sepia) var(--tw-drop-shadow);\n}\n.transition-colors {\n  transition-property: color, background-color, border-color, text-decoration-color, fill, stroke;\n  transition-timing-function: cubic-bezier(0.4, 0, 0.2, 1);\n  transition-duration: 150ms;\n}\n.transition-opacity {\n  transition-property: opacity;\n  transition-timing-function: cubic-bezier(0.4, 0, 0.2, 1);\n  transition-duration: 150ms;\n}\n\n.fixed {\n  position: fixed;\n}\n\n.inset-0 {\n  top: 0;\n  right: 0;\n  bottom: 0;\n  left: 0;\n}\n\n.bg-opacity-75 {\n  --tw-bg-opacity: 0.75;\n}\n\n.z-50 {\n  z-index: 50;\n}\n\n.description-container {\n  margin: 20px;\n  display: flex;\n  gap: 20px;\n  height: 140px;\n}\n\n.description-box {\n  flex: 1;\n  background-color: #f5f5f5;\n  border-radius: 4px;\n  padding: 15px;\n  margin-bottom: 0;\n  color: #333;\n  overflow-y: auto;\n}\n\n.description-box.describing, .description-box.ready {\n    background-color: #e9ecef;\n    color: #6c757d;\n    font-style: italic;\n  }\n\n.description-controls {\n  display: flex;\n  flex-direction: column;\n  justify-content: space-between;\n  width: 200px;\n  gap: 10px;\n}\n\n.description-controls button {\n    padding: 8px 16px;\n    border: none;\n    border-radius: 4px;\n    background-color: #007bff;\n    color: white;\n    cursor: pointer;\n    white-space: nowrap;\n  }\n\n.description-controls button:disabled {\n      background-color: #cccccc;\n      cursor: not-allowed;\n    }\n\n.description-controls button:hover:not(:disabled) {\n      background-color: #0056b3;\n    }\n\n.description-controls button.reset-button {\n        background-color: #007bff;\n    }\n\n.description-controls button.reset-button:hover:not(:disabled) {\n        background-color: #0056b3;\n      }\n\n.description-controls 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r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.name&&e.hasOwnProperty("name")&&!l.isString(e.name))return"name: string expected";if(null!=e.refAttrName&&e.hasOwnProperty("refAttrName")&&!l.isString(e.refAttrName))return"refAttrName: string expected";if(null!=e.docString&&e.hasOwnProperty("docString")&&!l.isString(e.docString))return"docString: string expected";if(null!=e.type&&e.hasOwnProperty("type"))switch(e.type){default:return"type: enum value expected";case 0:case 1:case 2:case 3:case 4:case 5:case 6:case 7:case 8:case 9:case 10:}if(null!=e.f&&e.hasOwnProperty("f")&&"number"!=typeof e.f)return"f: number expected";if(null!=e.i&&e.hasOwnProperty("i")&&!(l.isInteger(e.i)||e.i&&l.isInteger(e.i.low)&&l.isInteger(e.i.high)))return"i: integer|Long expected";if(null!=e.s&&e.hasOwnProperty("s")&&!(e.s&&"number"==typeof 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expected"}if(null!=e.tensors&&e.hasOwnProperty("tensors")){if(!Array.isArray(e.tensors))return"tensors: array expected";for(t=0;t<e.tensors.length;++t)if(n=c.onnx.TensorProto.verify(e.tensors[t]))return"tensors."+n}if(null!=e.graphs&&e.hasOwnProperty("graphs")){if(!Array.isArray(e.graphs))return"graphs: array expected";for(t=0;t<e.graphs.length;++t){var n;if(n=c.onnx.GraphProto.verify(e.graphs[t]))return"graphs."+n}}return null},e.fromObject=function(e){if(e instanceof c.onnx.AttributeProto)return e;var t=new c.onnx.AttributeProto;switch(null!=e.name&&(t.name=String(e.name)),null!=e.refAttrName&&(t.refAttrName=String(e.refAttrName)),null!=e.docString&&(t.docString=String(e.docString)),e.type){case"UNDEFINED":case 0:t.type=0;break;case"FLOAT":case 1:t.type=1;break;case"INT":case 2:t.type=2;break;case"STRING":case 3:t.type=3;break;case"TENSOR":case 4:t.type=4;break;case"GRAPH":case 5:t.type=5;break;case"FLOATS":case 6:t.type=6;break;case"INTS":case 7:t.type=7;break;case"STRINGS":case 8:t.type=8;break;case"TENSORS":case 9:t.type=9;break;case"GRAPHS":case 10:t.type=10}if(null!=e.f&&(t.f=Number(e.f)),null!=e.i&&(l.Long?(t.i=l.Long.fromValue(e.i)).unsigned=!1:"string"==typeof e.i?t.i=parseInt(e.i,10):"number"==typeof e.i?t.i=e.i:"object"==typeof e.i&&(t.i=new l.LongBits(e.i.low>>>0,e.i.high>>>0).toNumber())),null!=e.s&&("string"==typeof e.s?l.base64.decode(e.s,t.s=l.newBuffer(l.base64.length(e.s)),0):e.s.length&&(t.s=e.s)),null!=e.t){if("object"!=typeof e.t)throw TypeError(".onnx.AttributeProto.t: object expected");t.t=c.onnx.TensorProto.fromObject(e.t)}if(null!=e.g){if("object"!=typeof e.g)throw TypeError(".onnx.AttributeProto.g: object expected");t.g=c.onnx.GraphProto.fromObject(e.g)}if(e.floats){if(!Array.isArray(e.floats))throw TypeError(".onnx.AttributeProto.floats: array expected");t.floats=[];for(var n=0;n<e.floats.length;++n)t.floats[n]=Number(e.floats[n])}if(e.ints){if(!Array.isArray(e.ints))throw TypeError(".onnx.AttributeProto.ints: array expected");for(t.ints=[],n=0;n<e.ints.length;++n)l.Long?(t.ints[n]=l.Long.fromValue(e.ints[n])).unsigned=!1:"string"==typeof e.ints[n]?t.ints[n]=parseInt(e.ints[n],10):"number"==typeof e.ints[n]?t.ints[n]=e.ints[n]:"object"==typeof e.ints[n]&&(t.ints[n]=new l.LongBits(e.ints[n].low>>>0,e.ints[n].high>>>0).toNumber())}if(e.strings){if(!Array.isArray(e.strings))throw TypeError(".onnx.AttributeProto.strings: array expected");for(t.strings=[],n=0;n<e.strings.length;++n)"string"==typeof e.strings[n]?l.base64.decode(e.strings[n],t.strings[n]=l.newBuffer(l.base64.length(e.strings[n])),0):e.strings[n].length&&(t.strings[n]=e.strings[n])}if(e.tensors){if(!Array.isArray(e.tensors))throw TypeError(".onnx.AttributeProto.tensors: array expected");for(t.tensors=[],n=0;n<e.tensors.length;++n){if("object"!=typeof e.tensors[n])throw TypeError(".onnx.AttributeProto.tensors: object expected");t.tensors[n]=c.onnx.TensorProto.fromObject(e.tensors[n])}}if(e.graphs){if(!Array.isArray(e.graphs))throw TypeError(".onnx.AttributeProto.graphs: array expected");for(t.graphs=[],n=0;n<e.graphs.length;++n){if("object"!=typeof e.graphs[n])throw TypeError(".onnx.AttributeProto.graphs: object expected");t.graphs[n]=c.onnx.GraphProto.fromObject(e.graphs[n])}}return t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.floats=[],n.ints=[],n.strings=[],n.tensors=[],n.graphs=[]),t.defaults){if(n.name="",n.f=0,l.Long){var r=new l.Long(0,0,!1);n.i=t.longs===String?r.toString():t.longs===Number?r.toNumber():r}else n.i=t.longs===String?"0":0;t.bytes===String?n.s="":(n.s=[],t.bytes!==Array&&(n.s=l.newBuffer(n.s))),n.t=null,n.g=null,n.docString="",n.type=t.enums===String?"UNDEFINED":0,n.refAttrName=""}if(null!=e.name&&e.hasOwnProperty("name")&&(n.name=e.name),null!=e.f&&e.hasOwnProperty("f")&&(n.f=t.json&&!isFinite(e.f)?String(e.f):e.f),null!=e.i&&e.hasOwnProperty("i")&&("number"==typeof e.i?n.i=t.longs===String?String(e.i):e.i:n.i=t.longs===String?l.Long.prototype.toString.call(e.i):t.longs===Number?new l.LongBits(e.i.low>>>0,e.i.high>>>0).toNumber():e.i),null!=e.s&&e.hasOwnProperty("s")&&(n.s=t.bytes===String?l.base64.encode(e.s,0,e.s.length):t.bytes===Array?Array.prototype.slice.call(e.s):e.s),null!=e.t&&e.hasOwnProperty("t")&&(n.t=c.onnx.TensorProto.toObject(e.t,t)),null!=e.g&&e.hasOwnProperty("g")&&(n.g=c.onnx.GraphProto.toObject(e.g,t)),e.floats&&e.floats.length){n.floats=[];for(var o=0;o<e.floats.length;++o)n.floats[o]=t.json&&!isFinite(e.floats[o])?String(e.floats[o]):e.floats[o]}if(e.ints&&e.ints.length)for(n.ints=[],o=0;o<e.ints.length;++o)"number"==typeof e.ints[o]?n.ints[o]=t.longs===String?String(e.ints[o]):e.ints[o]:n.ints[o]=t.longs===String?l.Long.prototype.toString.call(e.ints[o]):t.longs===Number?new l.LongBits(e.ints[o].low>>>0,e.ints[o].high>>>0).toNumber():e.ints[o];if(e.strings&&e.strings.length)for(n.strings=[],o=0;o<e.strings.length;++o)n.strings[o]=t.bytes===String?l.base64.encode(e.strings[o],0,e.strings[o].length):t.bytes===Array?Array.prototype.slice.call(e.strings[o]):e.strings[o];if(e.tensors&&e.tensors.length)for(n.tensors=[],o=0;o<e.tensors.length;++o)n.tensors[o]=c.onnx.TensorProto.toObject(e.tensors[o],t);if(e.graphs&&e.graphs.length)for(n.graphs=[],o=0;o<e.graphs.length;++o)n.graphs[o]=c.onnx.GraphProto.toObject(e.graphs[o],t);return null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),null!=e.type&&e.hasOwnProperty("type")&&(n.type=t.enums===String?c.onnx.AttributeProto.AttributeType[e.type]:e.type),null!=e.refAttrName&&e.hasOwnProperty("refAttrName")&&(n.refAttrName=e.refAttrName),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e.AttributeType=function(){var e={},t=Object.create(e);return t[e[0]="UNDEFINED"]=0,t[e[1]="FLOAT"]=1,t[e[2]="INT"]=2,t[e[3]="STRING"]=3,t[e[4]="TENSOR"]=4,t[e[5]="GRAPH"]=5,t[e[6]="FLOATS"]=6,t[e[7]="INTS"]=7,t[e[8]="STRINGS"]=8,t[e[9]="TENSORS"]=9,t[e[10]="GRAPHS"]=10,t}(),e}(),i.ValueInfoProto=function(){function e(e){if(e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.name="",e.prototype.type=null,e.prototype.docString="",e.create=function(t){return new e(t)},e.encode=function(e,t){return t||(t=u.create()),null!=e.name&&e.hasOwnProperty("name")&&t.uint32(10).string(e.name),null!=e.type&&e.hasOwnProperty("type")&&c.onnx.TypeProto.encode(e.type,t.uint32(18).fork()).ldelim(),null!=e.docString&&e.hasOwnProperty("docString")&&t.uint32(26).string(e.docString),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.ValueInfoProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.name=e.string();break;case 2:r.type=c.onnx.TypeProto.decode(e,e.uint32());break;case 3:r.docString=e.string();break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.name&&e.hasOwnProperty("name")&&!l.isString(e.name))return"name: string expected";if(null!=e.type&&e.hasOwnProperty("type")){var t=c.onnx.TypeProto.verify(e.type);if(t)return"type."+t}return null!=e.docString&&e.hasOwnProperty("docString")&&!l.isString(e.docString)?"docString: string expected":null},e.fromObject=function(e){if(e instanceof c.onnx.ValueInfoProto)return e;var t=new c.onnx.ValueInfoProto;if(null!=e.name&&(t.name=String(e.name)),null!=e.type){if("object"!=typeof e.type)throw TypeError(".onnx.ValueInfoProto.type: object expected");t.type=c.onnx.TypeProto.fromObject(e.type)}return null!=e.docString&&(t.docString=String(e.docString)),t},e.toObject=function(e,t){t||(t={});var n={};return t.defaults&&(n.name="",n.type=null,n.docString=""),null!=e.name&&e.hasOwnProperty("name")&&(n.name=e.name),null!=e.type&&e.hasOwnProperty("type")&&(n.type=c.onnx.TypeProto.toObject(e.type,t)),null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.NodeProto=function(){function e(e){if(this.input=[],this.output=[],this.attribute=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.input=l.emptyArray,e.prototype.output=l.emptyArray,e.prototype.name="",e.prototype.opType="",e.prototype.domain="",e.prototype.attribute=l.emptyArray,e.prototype.docString="",e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.input&&e.input.length)for(var n=0;n<e.input.length;++n)t.uint32(10).string(e.input[n]);if(null!=e.output&&e.output.length)for(n=0;n<e.output.length;++n)t.uint32(18).string(e.output[n]);if(null!=e.name&&e.hasOwnProperty("name")&&t.uint32(26).string(e.name),null!=e.opType&&e.hasOwnProperty("opType")&&t.uint32(34).string(e.opType),null!=e.attribute&&e.attribute.length)for(n=0;n<e.attribute.length;++n)c.onnx.AttributeProto.encode(e.attribute[n],t.uint32(42).fork()).ldelim();return null!=e.docString&&e.hasOwnProperty("docString")&&t.uint32(50).string(e.docString),null!=e.domain&&e.hasOwnProperty("domain")&&t.uint32(58).string(e.domain),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.NodeProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.input&&r.input.length||(r.input=[]),r.input.push(e.string());break;case 2:r.output&&r.output.length||(r.output=[]),r.output.push(e.string());break;case 3:r.name=e.string();break;case 4:r.opType=e.string();break;case 7:r.domain=e.string();break;case 5:r.attribute&&r.attribute.length||(r.attribute=[]),r.attribute.push(c.onnx.AttributeProto.decode(e,e.uint32()));break;case 6:r.docString=e.string();break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.input&&e.hasOwnProperty("input")){if(!Array.isArray(e.input))return"input: array expected";for(var t=0;t<e.input.length;++t)if(!l.isString(e.input[t]))return"input: string[] expected"}if(null!=e.output&&e.hasOwnProperty("output")){if(!Array.isArray(e.output))return"output: array expected";for(t=0;t<e.output.length;++t)if(!l.isString(e.output[t]))return"output: string[] expected"}if(null!=e.name&&e.hasOwnProperty("name")&&!l.isString(e.name))return"name: string expected";if(null!=e.opType&&e.hasOwnProperty("opType")&&!l.isString(e.opType))return"opType: string expected";if(null!=e.domain&&e.hasOwnProperty("domain")&&!l.isString(e.domain))return"domain: string expected";if(null!=e.attribute&&e.hasOwnProperty("attribute")){if(!Array.isArray(e.attribute))return"attribute: array expected";for(t=0;t<e.attribute.length;++t){var n=c.onnx.AttributeProto.verify(e.attribute[t]);if(n)return"attribute."+n}}return null!=e.docString&&e.hasOwnProperty("docString")&&!l.isString(e.docString)?"docString: string expected":null},e.fromObject=function(e){if(e instanceof c.onnx.NodeProto)return e;var t=new c.onnx.NodeProto;if(e.input){if(!Array.isArray(e.input))throw TypeError(".onnx.NodeProto.input: array expected");t.input=[];for(var n=0;n<e.input.length;++n)t.input[n]=String(e.input[n])}if(e.output){if(!Array.isArray(e.output))throw TypeError(".onnx.NodeProto.output: array expected");for(t.output=[],n=0;n<e.output.length;++n)t.output[n]=String(e.output[n])}if(null!=e.name&&(t.name=String(e.name)),null!=e.opType&&(t.opType=String(e.opType)),null!=e.domain&&(t.domain=String(e.domain)),e.attribute){if(!Array.isArray(e.attribute))throw TypeError(".onnx.NodeProto.attribute: array expected");for(t.attribute=[],n=0;n<e.attribute.length;++n){if("object"!=typeof e.attribute[n])throw TypeError(".onnx.NodeProto.attribute: object expected");t.attribute[n]=c.onnx.AttributeProto.fromObject(e.attribute[n])}}return null!=e.docString&&(t.docString=String(e.docString)),t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.input=[],n.output=[],n.attribute=[]),t.defaults&&(n.name="",n.opType="",n.docString="",n.domain=""),e.input&&e.input.length){n.input=[];for(var r=0;r<e.input.length;++r)n.input[r]=e.input[r]}if(e.output&&e.output.length)for(n.output=[],r=0;r<e.output.length;++r)n.output[r]=e.output[r];if(null!=e.name&&e.hasOwnProperty("name")&&(n.name=e.name),null!=e.opType&&e.hasOwnProperty("opType")&&(n.opType=e.opType),e.attribute&&e.attribute.length)for(n.attribute=[],r=0;r<e.attribute.length;++r)n.attribute[r]=c.onnx.AttributeProto.toObject(e.attribute[r],t);return null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),null!=e.domain&&e.hasOwnProperty("domain")&&(n.domain=e.domain),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.ModelProto=function(){function e(e){if(this.opsetImport=[],this.metadataProps=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.irVersion=l.Long?l.Long.fromBits(0,0,!1):0,e.prototype.opsetImport=l.emptyArray,e.prototype.producerName="",e.prototype.producerVersion="",e.prototype.domain="",e.prototype.modelVersion=l.Long?l.Long.fromBits(0,0,!1):0,e.prototype.docString="",e.prototype.graph=null,e.prototype.metadataProps=l.emptyArray,e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.irVersion&&e.hasOwnProperty("irVersion")&&t.uint32(8).int64(e.irVersion),null!=e.producerName&&e.hasOwnProperty("producerName")&&t.uint32(18).string(e.producerName),null!=e.producerVersion&&e.hasOwnProperty("producerVersion")&&t.uint32(26).string(e.producerVersion),null!=e.domain&&e.hasOwnProperty("domain")&&t.uint32(34).string(e.domain),null!=e.modelVersion&&e.hasOwnProperty("modelVersion")&&t.uint32(40).int64(e.modelVersion),null!=e.docString&&e.hasOwnProperty("docString")&&t.uint32(50).string(e.docString),null!=e.graph&&e.hasOwnProperty("graph")&&c.onnx.GraphProto.encode(e.graph,t.uint32(58).fork()).ldelim(),null!=e.opsetImport&&e.opsetImport.length)for(var n=0;n<e.opsetImport.length;++n)c.onnx.OperatorSetIdProto.encode(e.opsetImport[n],t.uint32(66).fork()).ldelim();if(null!=e.metadataProps&&e.metadataProps.length)for(n=0;n<e.metadataProps.length;++n)c.onnx.StringStringEntryProto.encode(e.metadataProps[n],t.uint32(114).fork()).ldelim();return t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.ModelProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.irVersion=e.int64();break;case 8:r.opsetImport&&r.opsetImport.length||(r.opsetImport=[]),r.opsetImport.push(c.onnx.OperatorSetIdProto.decode(e,e.uint32()));break;case 2:r.producerName=e.string();break;case 3:r.producerVersion=e.string();break;case 4:r.domain=e.string();break;case 5:r.modelVersion=e.int64();break;case 6:r.docString=e.string();break;case 7:r.graph=c.onnx.GraphProto.decode(e,e.uint32());break;case 14:r.metadataProps&&r.metadataProps.length||(r.metadataProps=[]),r.metadataProps.push(c.onnx.StringStringEntryProto.decode(e,e.uint32()));break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.irVersion&&e.hasOwnProperty("irVersion")&&!(l.isInteger(e.irVersion)||e.irVersion&&l.isInteger(e.irVersion.low)&&l.isInteger(e.irVersion.high)))return"irVersion: integer|Long expected";if(null!=e.opsetImport&&e.hasOwnProperty("opsetImport")){if(!Array.isArray(e.opsetImport))return"opsetImport: array expected";for(var t=0;t<e.opsetImport.length;++t)if(n=c.onnx.OperatorSetIdProto.verify(e.opsetImport[t]))return"opsetImport."+n}if(null!=e.producerName&&e.hasOwnProperty("producerName")&&!l.isString(e.producerName))return"producerName: string expected";if(null!=e.producerVersion&&e.hasOwnProperty("producerVersion")&&!l.isString(e.producerVersion))return"producerVersion: string expected";if(null!=e.domain&&e.hasOwnProperty("domain")&&!l.isString(e.domain))return"domain: string expected";if(null!=e.modelVersion&&e.hasOwnProperty("modelVersion")&&!(l.isInteger(e.modelVersion)||e.modelVersion&&l.isInteger(e.modelVersion.low)&&l.isInteger(e.modelVersion.high)))return"modelVersion: integer|Long expected";if(null!=e.docString&&e.hasOwnProperty("docString")&&!l.isString(e.docString))return"docString: string expected";if(null!=e.graph&&e.hasOwnProperty("graph")&&(n=c.onnx.GraphProto.verify(e.graph)))return"graph."+n;if(null!=e.metadataProps&&e.hasOwnProperty("metadataProps")){if(!Array.isArray(e.metadataProps))return"metadataProps: array expected";for(t=0;t<e.metadataProps.length;++t){var n;if(n=c.onnx.StringStringEntryProto.verify(e.metadataProps[t]))return"metadataProps."+n}}return null},e.fromObject=function(e){if(e instanceof c.onnx.ModelProto)return e;var t=new c.onnx.ModelProto;if(null!=e.irVersion&&(l.Long?(t.irVersion=l.Long.fromValue(e.irVersion)).unsigned=!1:"string"==typeof e.irVersion?t.irVersion=parseInt(e.irVersion,10):"number"==typeof e.irVersion?t.irVersion=e.irVersion:"object"==typeof e.irVersion&&(t.irVersion=new l.LongBits(e.irVersion.low>>>0,e.irVersion.high>>>0).toNumber())),e.opsetImport){if(!Array.isArray(e.opsetImport))throw TypeError(".onnx.ModelProto.opsetImport: array expected");t.opsetImport=[];for(var n=0;n<e.opsetImport.length;++n){if("object"!=typeof e.opsetImport[n])throw TypeError(".onnx.ModelProto.opsetImport: object expected");t.opsetImport[n]=c.onnx.OperatorSetIdProto.fromObject(e.opsetImport[n])}}if(null!=e.producerName&&(t.producerName=String(e.producerName)),null!=e.producerVersion&&(t.producerVersion=String(e.producerVersion)),null!=e.domain&&(t.domain=String(e.domain)),null!=e.modelVersion&&(l.Long?(t.modelVersion=l.Long.fromValue(e.modelVersion)).unsigned=!1:"string"==typeof e.modelVersion?t.modelVersion=parseInt(e.modelVersion,10):"number"==typeof e.modelVersion?t.modelVersion=e.modelVersion:"object"==typeof e.modelVersion&&(t.modelVersion=new l.LongBits(e.modelVersion.low>>>0,e.modelVersion.high>>>0).toNumber())),null!=e.docString&&(t.docString=String(e.docString)),null!=e.graph){if("object"!=typeof e.graph)throw TypeError(".onnx.ModelProto.graph: object expected");t.graph=c.onnx.GraphProto.fromObject(e.graph)}if(e.metadataProps){if(!Array.isArray(e.metadataProps))throw TypeError(".onnx.ModelProto.metadataProps: array expected");for(t.metadataProps=[],n=0;n<e.metadataProps.length;++n){if("object"!=typeof e.metadataProps[n])throw TypeError(".onnx.ModelProto.metadataProps: object expected");t.metadataProps[n]=c.onnx.StringStringEntryProto.fromObject(e.metadataProps[n])}}return t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.opsetImport=[],n.metadataProps=[]),t.defaults){if(l.Long){var r=new l.Long(0,0,!1);n.irVersion=t.longs===String?r.toString():t.longs===Number?r.toNumber():r}else n.irVersion=t.longs===String?"0":0;n.producerName="",n.producerVersion="",n.domain="",l.Long?(r=new l.Long(0,0,!1),n.modelVersion=t.longs===String?r.toString():t.longs===Number?r.toNumber():r):n.modelVersion=t.longs===String?"0":0,n.docString="",n.graph=null}if(null!=e.irVersion&&e.hasOwnProperty("irVersion")&&("number"==typeof e.irVersion?n.irVersion=t.longs===String?String(e.irVersion):e.irVersion:n.irVersion=t.longs===String?l.Long.prototype.toString.call(e.irVersion):t.longs===Number?new l.LongBits(e.irVersion.low>>>0,e.irVersion.high>>>0).toNumber():e.irVersion),null!=e.producerName&&e.hasOwnProperty("producerName")&&(n.producerName=e.producerName),null!=e.producerVersion&&e.hasOwnProperty("producerVersion")&&(n.producerVersion=e.producerVersion),null!=e.domain&&e.hasOwnProperty("domain")&&(n.domain=e.domain),null!=e.modelVersion&&e.hasOwnProperty("modelVersion")&&("number"==typeof e.modelVersion?n.modelVersion=t.longs===String?String(e.modelVersion):e.modelVersion:n.modelVersion=t.longs===String?l.Long.prototype.toString.call(e.modelVersion):t.longs===Number?new l.LongBits(e.modelVersion.low>>>0,e.modelVersion.high>>>0).toNumber():e.modelVersion),null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),null!=e.graph&&e.hasOwnProperty("graph")&&(n.graph=c.onnx.GraphProto.toObject(e.graph,t)),e.opsetImport&&e.opsetImport.length){n.opsetImport=[];for(var o=0;o<e.opsetImport.length;++o)n.opsetImport[o]=c.onnx.OperatorSetIdProto.toObject(e.opsetImport[o],t)}if(e.metadataProps&&e.metadataProps.length)for(n.metadataProps=[],o=0;o<e.metadataProps.length;++o)n.metadataProps[o]=c.onnx.StringStringEntryProto.toObject(e.metadataProps[o],t);return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.StringStringEntryProto=function(){function e(e){if(e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.key="",e.prototype.value="",e.create=function(t){return new e(t)},e.encode=function(e,t){return t||(t=u.create()),null!=e.key&&e.hasOwnProperty("key")&&t.uint32(10).string(e.key),null!=e.value&&e.hasOwnProperty("value")&&t.uint32(18).string(e.value),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.StringStringEntryProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.key=e.string();break;case 2:r.value=e.string();break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){return"object"!=typeof e||null===e?"object expected":null!=e.key&&e.hasOwnProperty("key")&&!l.isString(e.key)?"key: string expected":null!=e.value&&e.hasOwnProperty("value")&&!l.isString(e.value)?"value: string expected":null},e.fromObject=function(e){if(e instanceof c.onnx.StringStringEntryProto)return e;var t=new c.onnx.StringStringEntryProto;return null!=e.key&&(t.key=String(e.key)),null!=e.value&&(t.value=String(e.value)),t},e.toObject=function(e,t){t||(t={});var n={};return t.defaults&&(n.key="",n.value=""),null!=e.key&&e.hasOwnProperty("key")&&(n.key=e.key),null!=e.value&&e.hasOwnProperty("value")&&(n.value=e.value),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.TensorAnnotation=function(){function e(e){if(this.quantParameterTensorNames=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.tensorName="",e.prototype.quantParameterTensorNames=l.emptyArray,e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.tensorName&&e.hasOwnProperty("tensorName")&&t.uint32(10).string(e.tensorName),null!=e.quantParameterTensorNames&&e.quantParameterTensorNames.length)for(var n=0;n<e.quantParameterTensorNames.length;++n)c.onnx.StringStringEntryProto.encode(e.quantParameterTensorNames[n],t.uint32(18).fork()).ldelim();return t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.TensorAnnotation;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.tensorName=e.string();break;case 2:r.quantParameterTensorNames&&r.quantParameterTensorNames.length||(r.quantParameterTensorNames=[]),r.quantParameterTensorNames.push(c.onnx.StringStringEntryProto.decode(e,e.uint32()));break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.tensorName&&e.hasOwnProperty("tensorName")&&!l.isString(e.tensorName))return"tensorName: string expected";if(null!=e.quantParameterTensorNames&&e.hasOwnProperty("quantParameterTensorNames")){if(!Array.isArray(e.quantParameterTensorNames))return"quantParameterTensorNames: array expected";for(var t=0;t<e.quantParameterTensorNames.length;++t){var n=c.onnx.StringStringEntryProto.verify(e.quantParameterTensorNames[t]);if(n)return"quantParameterTensorNames."+n}}return null},e.fromObject=function(e){if(e instanceof c.onnx.TensorAnnotation)return e;var t=new c.onnx.TensorAnnotation;if(null!=e.tensorName&&(t.tensorName=String(e.tensorName)),e.quantParameterTensorNames){if(!Array.isArray(e.quantParameterTensorNames))throw TypeError(".onnx.TensorAnnotation.quantParameterTensorNames: array expected");t.quantParameterTensorNames=[];for(var n=0;n<e.quantParameterTensorNames.length;++n){if("object"!=typeof e.quantParameterTensorNames[n])throw TypeError(".onnx.TensorAnnotation.quantParameterTensorNames: object expected");t.quantParameterTensorNames[n]=c.onnx.StringStringEntryProto.fromObject(e.quantParameterTensorNames[n])}}return t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.quantParameterTensorNames=[]),t.defaults&&(n.tensorName=""),null!=e.tensorName&&e.hasOwnProperty("tensorName")&&(n.tensorName=e.tensorName),e.quantParameterTensorNames&&e.quantParameterTensorNames.length){n.quantParameterTensorNames=[];for(var r=0;r<e.quantParameterTensorNames.length;++r)n.quantParameterTensorNames[r]=c.onnx.StringStringEntryProto.toObject(e.quantParameterTensorNames[r],t)}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.GraphProto=function(){function e(e){if(this.node=[],this.initializer=[],this.input=[],this.output=[],this.valueInfo=[],this.quantizationAnnotation=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.node=l.emptyArray,e.prototype.name="",e.prototype.initializer=l.emptyArray,e.prototype.docString="",e.prototype.input=l.emptyArray,e.prototype.output=l.emptyArray,e.prototype.valueInfo=l.emptyArray,e.prototype.quantizationAnnotation=l.emptyArray,e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.node&&e.node.length)for(var n=0;n<e.node.length;++n)c.onnx.NodeProto.encode(e.node[n],t.uint32(10).fork()).ldelim();if(null!=e.name&&e.hasOwnProperty("name")&&t.uint32(18).string(e.name),null!=e.initializer&&e.initializer.length)for(n=0;n<e.initializer.length;++n)c.onnx.TensorProto.encode(e.initializer[n],t.uint32(42).fork()).ldelim();if(null!=e.docString&&e.hasOwnProperty("docString")&&t.uint32(82).string(e.docString),null!=e.input&&e.input.length)for(n=0;n<e.input.length;++n)c.onnx.ValueInfoProto.encode(e.input[n],t.uint32(90).fork()).ldelim();if(null!=e.output&&e.output.length)for(n=0;n<e.output.length;++n)c.onnx.ValueInfoProto.encode(e.output[n],t.uint32(98).fork()).ldelim();if(null!=e.valueInfo&&e.valueInfo.length)for(n=0;n<e.valueInfo.length;++n)c.onnx.ValueInfoProto.encode(e.valueInfo[n],t.uint32(106).fork()).ldelim();if(null!=e.quantizationAnnotation&&e.quantizationAnnotation.length)for(n=0;n<e.quantizationAnnotation.length;++n)c.onnx.TensorAnnotation.encode(e.quantizationAnnotation[n],t.uint32(114).fork()).ldelim();return t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.GraphProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.node&&r.node.length||(r.node=[]),r.node.push(c.onnx.NodeProto.decode(e,e.uint32()));break;case 2:r.name=e.string();break;case 5:r.initializer&&r.initializer.length||(r.initializer=[]),r.initializer.push(c.onnx.TensorProto.decode(e,e.uint32()));break;case 10:r.docString=e.string();break;case 11:r.input&&r.input.length||(r.input=[]),r.input.push(c.onnx.ValueInfoProto.decode(e,e.uint32()));break;case 12:r.output&&r.output.length||(r.output=[]),r.output.push(c.onnx.ValueInfoProto.decode(e,e.uint32()));break;case 13:r.valueInfo&&r.valueInfo.length||(r.valueInfo=[]),r.valueInfo.push(c.onnx.ValueInfoProto.decode(e,e.uint32()));break;case 14:r.quantizationAnnotation&&r.quantizationAnnotation.length||(r.quantizationAnnotation=[]),r.quantizationAnnotation.push(c.onnx.TensorAnnotation.decode(e,e.uint32()));break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){if("object"!=typeof e||null===e)return"object expected";if(null!=e.node&&e.hasOwnProperty("node")){if(!Array.isArray(e.node))return"node: array expected";for(var t=0;t<e.node.length;++t)if(n=c.onnx.NodeProto.verify(e.node[t]))return"node."+n}if(null!=e.name&&e.hasOwnProperty("name")&&!l.isString(e.name))return"name: string expected";if(null!=e.initializer&&e.hasOwnProperty("initializer")){if(!Array.isArray(e.initializer))return"initializer: array expected";for(t=0;t<e.initializer.length;++t)if(n=c.onnx.TensorProto.verify(e.initializer[t]))return"initializer."+n}if(null!=e.docString&&e.hasOwnProperty("docString")&&!l.isString(e.docString))return"docString: string expected";if(null!=e.input&&e.hasOwnProperty("input")){if(!Array.isArray(e.input))return"input: array expected";for(t=0;t<e.input.length;++t)if(n=c.onnx.ValueInfoProto.verify(e.input[t]))return"input."+n}if(null!=e.output&&e.hasOwnProperty("output")){if(!Array.isArray(e.output))return"output: array expected";for(t=0;t<e.output.length;++t)if(n=c.onnx.ValueInfoProto.verify(e.output[t]))return"output."+n}if(null!=e.valueInfo&&e.hasOwnProperty("valueInfo")){if(!Array.isArray(e.valueInfo))return"valueInfo: array expected";for(t=0;t<e.valueInfo.length;++t)if(n=c.onnx.ValueInfoProto.verify(e.valueInfo[t]))return"valueInfo."+n}if(null!=e.quantizationAnnotation&&e.hasOwnProperty("quantizationAnnotation")){if(!Array.isArray(e.quantizationAnnotation))return"quantizationAnnotation: array expected";for(t=0;t<e.quantizationAnnotation.length;++t){var n;if(n=c.onnx.TensorAnnotation.verify(e.quantizationAnnotation[t]))return"quantizationAnnotation."+n}}return null},e.fromObject=function(e){if(e instanceof c.onnx.GraphProto)return e;var t=new c.onnx.GraphProto;if(e.node){if(!Array.isArray(e.node))throw TypeError(".onnx.GraphProto.node: array expected");t.node=[];for(var n=0;n<e.node.length;++n){if("object"!=typeof e.node[n])throw TypeError(".onnx.GraphProto.node: object expected");t.node[n]=c.onnx.NodeProto.fromObject(e.node[n])}}if(null!=e.name&&(t.name=String(e.name)),e.initializer){if(!Array.isArray(e.initializer))throw TypeError(".onnx.GraphProto.initializer: array expected");for(t.initializer=[],n=0;n<e.initializer.length;++n){if("object"!=typeof e.initializer[n])throw TypeError(".onnx.GraphProto.initializer: object expected");t.initializer[n]=c.onnx.TensorProto.fromObject(e.initializer[n])}}if(null!=e.docString&&(t.docString=String(e.docString)),e.input){if(!Array.isArray(e.input))throw TypeError(".onnx.GraphProto.input: array expected");for(t.input=[],n=0;n<e.input.length;++n){if("object"!=typeof e.input[n])throw TypeError(".onnx.GraphProto.input: object expected");t.input[n]=c.onnx.ValueInfoProto.fromObject(e.input[n])}}if(e.output){if(!Array.isArray(e.output))throw TypeError(".onnx.GraphProto.output: array expected");for(t.output=[],n=0;n<e.output.length;++n){if("object"!=typeof e.output[n])throw TypeError(".onnx.GraphProto.output: object expected");t.output[n]=c.onnx.ValueInfoProto.fromObject(e.output[n])}}if(e.valueInfo){if(!Array.isArray(e.valueInfo))throw TypeError(".onnx.GraphProto.valueInfo: array expected");for(t.valueInfo=[],n=0;n<e.valueInfo.length;++n){if("object"!=typeof e.valueInfo[n])throw TypeError(".onnx.GraphProto.valueInfo: object expected");t.valueInfo[n]=c.onnx.ValueInfoProto.fromObject(e.valueInfo[n])}}if(e.quantizationAnnotation){if(!Array.isArray(e.quantizationAnnotation))throw TypeError(".onnx.GraphProto.quantizationAnnotation: array expected");for(t.quantizationAnnotation=[],n=0;n<e.quantizationAnnotation.length;++n){if("object"!=typeof e.quantizationAnnotation[n])throw TypeError(".onnx.GraphProto.quantizationAnnotation: object expected");t.quantizationAnnotation[n]=c.onnx.TensorAnnotation.fromObject(e.quantizationAnnotation[n])}}return t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.node=[],n.initializer=[],n.input=[],n.output=[],n.valueInfo=[],n.quantizationAnnotation=[]),t.defaults&&(n.name="",n.docString=""),e.node&&e.node.length){n.node=[];for(var r=0;r<e.node.length;++r)n.node[r]=c.onnx.NodeProto.toObject(e.node[r],t)}if(null!=e.name&&e.hasOwnProperty("name")&&(n.name=e.name),e.initializer&&e.initializer.length)for(n.initializer=[],r=0;r<e.initializer.length;++r)n.initializer[r]=c.onnx.TensorProto.toObject(e.initializer[r],t);if(null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),e.input&&e.input.length)for(n.input=[],r=0;r<e.input.length;++r)n.input[r]=c.onnx.ValueInfoProto.toObject(e.input[r],t);if(e.output&&e.output.length)for(n.output=[],r=0;r<e.output.length;++r)n.output[r]=c.onnx.ValueInfoProto.toObject(e.output[r],t);if(e.valueInfo&&e.valueInfo.length)for(n.valueInfo=[],r=0;r<e.valueInfo.length;++r)n.valueInfo[r]=c.onnx.ValueInfoProto.toObject(e.valueInfo[r],t);if(e.quantizationAnnotation&&e.quantizationAnnotation.length)for(n.quantizationAnnotation=[],r=0;r<e.quantizationAnnotation.length;++r)n.quantizationAnnotation[r]=c.onnx.TensorAnnotation.toObject(e.quantizationAnnotation[r],t);return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),i.TensorProto=function(){function e(e){if(this.dims=[],this.floatData=[],this.int32Data=[],this.stringData=[],this.int64Data=[],this.externalData=[],this.doubleData=[],this.uint64Data=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.dims=l.emptyArray,e.prototype.dataType=0,e.prototype.segment=null,e.prototype.floatData=l.emptyArray,e.prototype.int32Data=l.emptyArray,e.prototype.stringData=l.emptyArray,e.prototype.int64Data=l.emptyArray,e.prototype.name="",e.prototype.docString="",e.prototype.rawData=l.newBuffer([]),e.prototype.externalData=l.emptyArray,e.prototype.dataLocation=0,e.prototype.doubleData=l.emptyArray,e.prototype.uint64Data=l.emptyArray,e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.dims&&e.dims.length){t.uint32(10).fork();for(var n=0;n<e.dims.length;++n)t.int64(e.dims[n]);t.ldelim()}if(null!=e.dataType&&e.hasOwnProperty("dataType")&&t.uint32(16).int32(e.dataType),null!=e.segment&&e.hasOwnProperty("segment")&&c.onnx.TensorProto.Segment.encode(e.segment,t.uint32(26).fork()).ldelim(),null!=e.floatData&&e.floatData.length){for(t.uint32(34).fork(),n=0;n<e.floatData.length;++n)t.float(e.floatData[n]);t.ldelim()}if(null!=e.int32Data&&e.int32Data.length){for(t.uint32(42).fork(),n=0;n<e.int32Data.length;++n)t.int32(e.int32Data[n]);t.ldelim()}if(null!=e.stringData&&e.stringData.length)for(n=0;n<e.stringData.length;++n)t.uint32(50).bytes(e.stringData[n]);if(null!=e.int64Data&&e.int64Data.length){for(t.uint32(58).fork(),n=0;n<e.int64Data.length;++n)t.int64(e.int64Data[n]);t.ldelim()}if(null!=e.name&&e.hasOwnProperty("name")&&t.uint32(66).string(e.name),null!=e.rawData&&e.hasOwnProperty("rawData")&&t.uint32(74).bytes(e.rawData),null!=e.doubleData&&e.doubleData.length){for(t.uint32(82).fork(),n=0;n<e.doubleData.length;++n)t.double(e.doubleData[n]);t.ldelim()}if(null!=e.uint64Data&&e.uint64Data.length){for(t.uint32(90).fork(),n=0;n<e.uint64Data.length;++n)t.uint64(e.uint64Data[n]);t.ldelim()}if(null!=e.docString&&e.hasOwnProperty("docString")&&t.uint32(98).string(e.docString),null!=e.externalData&&e.externalData.length)for(n=0;n<e.externalData.length;++n)c.onnx.StringStringEntryProto.encode(e.externalData[n],t.uint32(106).fork()).ldelim();return null!=e.dataLocation&&e.hasOwnProperty("dataLocation")&&t.uint32(112).int32(e.dataLocation),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.TensorProto;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:if(r.dims&&r.dims.length||(r.dims=[]),2==(7&o))for(var i=e.uint32()+e.pos;e.pos<i;)r.dims.push(e.int64());else r.dims.push(e.int64());break;case 2:r.dataType=e.int32();break;case 3:r.segment=c.onnx.TensorProto.Segment.decode(e,e.uint32());break;case 4:if(r.floatData&&r.floatData.length||(r.floatData=[]),2==(7&o))for(i=e.uint32()+e.pos;e.pos<i;)r.floatData.push(e.float());else r.floatData.push(e.float());break;case 5:if(r.int32Data&&r.int32Data.length||(r.int32Data=[]),2==(7&o))for(i=e.uint32()+e.pos;e.pos<i;)r.int32Data.push(e.int32());else r.int32Data.push(e.int32());break;case 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e.rawData.length||l.isString(e.rawData)))return"rawData: buffer expected";if(null!=e.externalData&&e.hasOwnProperty("externalData")){if(!Array.isArray(e.externalData))return"externalData: array expected";for(t=0;t<e.externalData.length;++t){var n;if(n=c.onnx.StringStringEntryProto.verify(e.externalData[t]))return"externalData."+n}}if(null!=e.dataLocation&&e.hasOwnProperty("dataLocation"))switch(e.dataLocation){default:return"dataLocation: enum value expected";case 0:case 1:}if(null!=e.doubleData&&e.hasOwnProperty("doubleData")){if(!Array.isArray(e.doubleData))return"doubleData: array expected";for(t=0;t<e.doubleData.length;++t)if("number"!=typeof e.doubleData[t])return"doubleData: number[] expected"}if(null!=e.uint64Data&&e.hasOwnProperty("uint64Data")){if(!Array.isArray(e.uint64Data))return"uint64Data: array 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TypeError(".onnx.TensorProto.floatData: array expected");for(t.floatData=[],n=0;n<e.floatData.length;++n)t.floatData[n]=Number(e.floatData[n])}if(e.int32Data){if(!Array.isArray(e.int32Data))throw TypeError(".onnx.TensorProto.int32Data: array expected");for(t.int32Data=[],n=0;n<e.int32Data.length;++n)t.int32Data[n]=0|e.int32Data[n]}if(e.stringData){if(!Array.isArray(e.stringData))throw TypeError(".onnx.TensorProto.stringData: array expected");for(t.stringData=[],n=0;n<e.stringData.length;++n)"string"==typeof e.stringData[n]?l.base64.decode(e.stringData[n],t.stringData[n]=l.newBuffer(l.base64.length(e.stringData[n])),0):e.stringData[n].length&&(t.stringData[n]=e.stringData[n])}if(e.int64Data){if(!Array.isArray(e.int64Data))throw TypeError(".onnx.TensorProto.int64Data: array expected");for(t.int64Data=[],n=0;n<e.int64Data.length;++n)l.Long?(t.int64Data[n]=l.Long.fromValue(e.int64Data[n])).unsigned=!1:"string"==typeof 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1:t.dataLocation=1}if(e.doubleData){if(!Array.isArray(e.doubleData))throw TypeError(".onnx.TensorProto.doubleData: array expected");for(t.doubleData=[],n=0;n<e.doubleData.length;++n)t.doubleData[n]=Number(e.doubleData[n])}if(e.uint64Data){if(!Array.isArray(e.uint64Data))throw TypeError(".onnx.TensorProto.uint64Data: array expected");for(t.uint64Data=[],n=0;n<e.uint64Data.length;++n)l.Long?(t.uint64Data[n]=l.Long.fromValue(e.uint64Data[n])).unsigned=!0:"string"==typeof e.uint64Data[n]?t.uint64Data[n]=parseInt(e.uint64Data[n],10):"number"==typeof e.uint64Data[n]?t.uint64Data[n]=e.uint64Data[n]:"object"==typeof e.uint64Data[n]&&(t.uint64Data[n]=new l.LongBits(e.uint64Data[n].low>>>0,e.uint64Data[n].high>>>0).toNumber(!0))}return t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.dims=[],n.floatData=[],n.int32Data=[],n.stringData=[],n.int64Data=[],n.doubleData=[],n.uint64Data=[],n.externalData=[]),t.defaults&&(n.dataType=0,n.segment=null,n.name="",t.bytes===String?n.rawData="":(n.rawData=[],t.bytes!==Array&&(n.rawData=l.newBuffer(n.rawData))),n.docString="",n.dataLocation=t.enums===String?"DEFAULT":0),e.dims&&e.dims.length){n.dims=[];for(var r=0;r<e.dims.length;++r)"number"==typeof e.dims[r]?n.dims[r]=t.longs===String?String(e.dims[r]):e.dims[r]:n.dims[r]=t.longs===String?l.Long.prototype.toString.call(e.dims[r]):t.longs===Number?new l.LongBits(e.dims[r].low>>>0,e.dims[r].high>>>0).toNumber():e.dims[r]}if(null!=e.dataType&&e.hasOwnProperty("dataType")&&(n.dataType=e.dataType),null!=e.segment&&e.hasOwnProperty("segment")&&(n.segment=c.onnx.TensorProto.Segment.toObject(e.segment,t)),e.floatData&&e.floatData.length)for(n.floatData=[],r=0;r<e.floatData.length;++r)n.floatData[r]=t.json&&!isFinite(e.floatData[r])?String(e.floatData[r]):e.floatData[r];if(e.int32Data&&e.int32Data.length)for(n.int32Data=[],r=0;r<e.int32Data.length;++r)n.int32Data[r]=e.int32Data[r];if(e.stringData&&e.stringData.length)for(n.stringData=[],r=0;r<e.stringData.length;++r)n.stringData[r]=t.bytes===String?l.base64.encode(e.stringData[r],0,e.stringData[r].length):t.bytes===Array?Array.prototype.slice.call(e.stringData[r]):e.stringData[r];if(e.int64Data&&e.int64Data.length)for(n.int64Data=[],r=0;r<e.int64Data.length;++r)"number"==typeof e.int64Data[r]?n.int64Data[r]=t.longs===String?String(e.int64Data[r]):e.int64Data[r]:n.int64Data[r]=t.longs===String?l.Long.prototype.toString.call(e.int64Data[r]):t.longs===Number?new l.LongBits(e.int64Data[r].low>>>0,e.int64Data[r].high>>>0).toNumber():e.int64Data[r];if(null!=e.name&&e.hasOwnProperty("name")&&(n.name=e.name),null!=e.rawData&&e.hasOwnProperty("rawData")&&(n.rawData=t.bytes===String?l.base64.encode(e.rawData,0,e.rawData.length):t.bytes===Array?Array.prototype.slice.call(e.rawData):e.rawData),e.doubleData&&e.doubleData.length)for(n.doubleData=[],r=0;r<e.doubleData.length;++r)n.doubleData[r]=t.json&&!isFinite(e.doubleData[r])?String(e.doubleData[r]):e.doubleData[r];if(e.uint64Data&&e.uint64Data.length)for(n.uint64Data=[],r=0;r<e.uint64Data.length;++r)"number"==typeof e.uint64Data[r]?n.uint64Data[r]=t.longs===String?String(e.uint64Data[r]):e.uint64Data[r]:n.uint64Data[r]=t.longs===String?l.Long.prototype.toString.call(e.uint64Data[r]):t.longs===Number?new l.LongBits(e.uint64Data[r].low>>>0,e.uint64Data[r].high>>>0).toNumber(!0):e.uint64Data[r];if(null!=e.docString&&e.hasOwnProperty("docString")&&(n.docString=e.docString),e.externalData&&e.externalData.length)for(n.externalData=[],r=0;r<e.externalData.length;++r)n.externalData[r]=c.onnx.StringStringEntryProto.toObject(e.externalData[r],t);return null!=e.dataLocation&&e.hasOwnProperty("dataLocation")&&(n.dataLocation=t.enums===String?c.onnx.TensorProto.DataLocation[e.dataLocation]:e.dataLocation),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e.DataType=function(){var e={},t=Object.create(e);return t[e[0]="UNDEFINED"]=0,t[e[1]="FLOAT"]=1,t[e[2]="UINT8"]=2,t[e[3]="INT8"]=3,t[e[4]="UINT16"]=4,t[e[5]="INT16"]=5,t[e[6]="INT32"]=6,t[e[7]="INT64"]=7,t[e[8]="STRING"]=8,t[e[9]="BOOL"]=9,t[e[10]="FLOAT16"]=10,t[e[11]="DOUBLE"]=11,t[e[12]="UINT32"]=12,t[e[13]="UINT64"]=13,t[e[14]="COMPLEX64"]=14,t[e[15]="COMPLEX128"]=15,t[e[16]="BFLOAT16"]=16,t}(),e.Segment=function(){function e(e){if(e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.begin=l.Long?l.Long.fromBits(0,0,!1):0,e.prototype.end=l.Long?l.Long.fromBits(0,0,!1):0,e.create=function(t){return new e(t)},e.encode=function(e,t){return t||(t=u.create()),null!=e.begin&&e.hasOwnProperty("begin")&&t.uint32(8).int64(e.begin),null!=e.end&&e.hasOwnProperty("end")&&t.uint32(16).int64(e.end),t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new c.onnx.TensorProto.Segment;e.pos<n;){var o=e.uint32();switch(o>>>3){case 1:r.begin=e.int64();break;case 2:r.end=e.int64();break;default:e.skipType(7&o)}}return r},e.decodeDelimited=function(e){return e instanceof s||(e=new s(e)),this.decode(e,e.uint32())},e.verify=function(e){return"object"!=typeof e||null===e?"object expected":null!=e.begin&&e.hasOwnProperty("begin")&&!(l.isInteger(e.begin)||e.begin&&l.isInteger(e.begin.low)&&l.isInteger(e.begin.high))?"begin: integer|Long expected":null!=e.end&&e.hasOwnProperty("end")&&!(l.isInteger(e.end)||e.end&&l.isInteger(e.end.low)&&l.isInteger(e.end.high))?"end: integer|Long expected":null},e.fromObject=function(e){if(e instanceof c.onnx.TensorProto.Segment)return e;var t=new c.onnx.TensorProto.Segment;return null!=e.begin&&(l.Long?(t.begin=l.Long.fromValue(e.begin)).unsigned=!1:"string"==typeof e.begin?t.begin=parseInt(e.begin,10):"number"==typeof e.begin?t.begin=e.begin:"object"==typeof e.begin&&(t.begin=new l.LongBits(e.begin.low>>>0,e.begin.high>>>0).toNumber())),null!=e.end&&(l.Long?(t.end=l.Long.fromValue(e.end)).unsigned=!1:"string"==typeof e.end?t.end=parseInt(e.end,10):"number"==typeof e.end?t.end=e.end:"object"==typeof e.end&&(t.end=new l.LongBits(e.end.low>>>0,e.end.high>>>0).toNumber())),t},e.toObject=function(e,t){t||(t={});var n={};if(t.defaults){if(l.Long){var r=new l.Long(0,0,!1);n.begin=t.longs===String?r.toString():t.longs===Number?r.toNumber():r}else n.begin=t.longs===String?"0":0;l.Long?(r=new l.Long(0,0,!1),n.end=t.longs===String?r.toString():t.longs===Number?r.toNumber():r):n.end=t.longs===String?"0":0}return null!=e.begin&&e.hasOwnProperty("begin")&&("number"==typeof e.begin?n.begin=t.longs===String?String(e.begin):e.begin:n.begin=t.longs===String?l.Long.prototype.toString.call(e.begin):t.longs===Number?new l.LongBits(e.begin.low>>>0,e.begin.high>>>0).toNumber():e.begin),null!=e.end&&e.hasOwnProperty("end")&&("number"==typeof e.end?n.end=t.longs===String?String(e.end):e.end:n.end=t.longs===String?l.Long.prototype.toString.call(e.end):t.longs===Number?new l.LongBits(e.end.low>>>0,e.end.high>>>0).toNumber():e.end),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e}(),e.DataLocation=function(){var e={},t=Object.create(e);return t[e[0]="DEFAULT"]=0,t[e[1]="EXTERNAL"]=1,t}(),e}(),i.TensorShapeProto=function(){function e(e){if(this.dim=[],e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}return e.prototype.dim=l.emptyArray,e.create=function(t){return new e(t)},e.encode=function(e,t){if(t||(t=u.create()),null!=e.dim&&e.dim.length)for(var n=0;n<e.dim.length;++n)c.onnx.TensorShapeProto.Dimension.encode(e.dim[n],t.uint32(10).fork()).ldelim();return t},e.encodeDelimited=function(e,t){return this.encode(e,t).ldelim()},e.decode=function(e,t){e instanceof s||(e=s.create(e));for(var n=void 0===t?e.len:e.pos+t,r=new 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t},e.toObject=function(e,t){t||(t={});var n={};if((t.arrays||t.defaults)&&(n.dim=[]),e.dim&&e.dim.length){n.dim=[];for(var r=0;r<e.dim.length;++r)n.dim[r]=c.onnx.TensorShapeProto.Dimension.toObject(e.dim[r],t)}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},e.Dimension=function(){function e(e){if(e)for(var t=Object.keys(e),n=0;n<t.length;++n)null!=e[t[n]]&&(this[t[n]]=e[t[n]])}var t;return e.prototype.dimValue=l.Long?l.Long.fromBits(0,0,!1):0,e.prototype.dimParam="",e.prototype.denotation="",Object.defineProperty(e.prototype,"value",{get:l.oneOfGetter(t=["dimValue","dimParam"]),set:l.oneOfSetter(t)}),e.create=function(t){return new e(t)},e.encode=function(e,t){return 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e.isPacked?this.getPackedOutputSamplingSnippet(e):this.getUnpackedOutputSamplingSnippet(e)}getPackedOutputSamplingSnippet(e){const t=e.unpackedShape,n=[e.width,e.height],r={},a="getOutputCoords";switch(t.length){case 0:r[a]=this.getOutputScalarCoords();break;case 1:r[a]=this.getOutputPacked1DCoords(t,n);break;case 2:r[a]=this.getOutputPacked2DCoords(t,n);break;case 3:r[a]=this.getOutputPacked3DCoords(t,n);break;default:r[a]=this.getOutputPackedNDCoords(t,n)}const s=`\n      void setOutput(vec4 val) {\n        ${(0,i.getGlsl)(this.context.glContext.version).output} = val;\n      }\n    `;return r.floatTextureSetRGBA=new o.GlslLibRoutine(s),r}getUnpackedOutputSamplingSnippet(e){const t=e.unpackedShape,n=[e.width,e.height],r={},a="getOutputCoords";switch(t.length){case 0:r[a]=this.getOutputScalarCoords();break;case 1:r[a]=this.getOutputUnpacked1DCoords(t,n);break;case 2:r[a]=this.getOutputUnpacked2DCoords(t,n);break;case 3:r[a]=this.getOutputUnpacked3DCoords(t,n);break;case 4:r[a]=this.getOutputUnpacked4DCoords(t,n);break;case 5:r[a]=this.getOutputUnpacked5DCoords(t,n);break;case 6:r[a]=this.getOutputUnpacked6DCoords(t,n);break;default:throw new Error(`Unsupported output dimensionality: ${t.length}`)}const s=`\n        void setOutput(float val) {\n          ${(0,i.getGlsl)(this.context.glContext.version).output} = vec4(val, 0, 0, 0);\n        }\n    `;return r.floatTextureSetR=new o.GlslLibRoutine(s),r}getOutputScalarCoords(){return new o.GlslLibRoutine("\n      int getOutputCoords() {\n        return 0;\n      }\n    ")}getOutputPacked1DCoords(e,t){const n=t;let r="";return 1===n[0]?(r=`\n          int getOutputCoords() {\n            return 2 * int(TexCoords.y * ${n[1]}.0);\n          }\n        `,new o.GlslLibRoutine(r)):1===n[1]?(r=`\n          int getOutputCoords() {\n            return 2 * int(TexCoords.x * ${n[0]}.0);\n          }\n        `,new o.GlslLibRoutine(r)):(r=`\n        int getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                 vec2(${n[0]}, ${n[1]}));\n          return 2 * (resTexRC.y * ${n[0]} + resTexRC.x);\n        }\n      `,new o.GlslLibRoutine(r))}getOutputPacked2DCoords(e,t){let n="";if(r.ArrayUtil.arraysEqual(e,t))return n=`\n        ivec2 getOutputCoords() {\n          return 2 * ivec2(TexCoords.xy * vec2(${t[0]}, ${t[1]}));\n        }\n      `,new o.GlslLibRoutine(n);const i=t,a=Math.ceil(e[1]/2);return n=`\n        ivec2 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${i[0]}, ${i[1]}));\n\n          int index = resTexRC.y * ${i[0]} + resTexRC.x;\n\n          // reverse r and c order for packed texture\n          int r = imod(index, ${a}) * 2;\n          int c = 2 * (index / ${a});\n\n          return ivec2(r, c);\n        }\n      `,new o.GlslLibRoutine(n)}getOutputPacked3DCoords(e,t){const n=[t[0],t[1]],r=Math.ceil(e[2]/2),i=r*Math.ceil(e[1]/2),a=`\n        ivec3 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${n[0]}, ${n[1]}));\n          int index = resTexRC.y * ${n[0]} + resTexRC.x;\n\n          int b = index / ${i};\n          index -= b * ${i};\n\n          // reverse r and c order for packed texture\n          int r = imod(index, ${r}) * 2;\n          int c = 2 * (index / ${r});\n\n          return ivec3(b, r, c);\n        }\n      `;return new o.GlslLibRoutine(a)}getOutputPackedNDCoords(e,t){const n=[t[0],t[1]],r=Math.ceil(e[e.length-1]/2),i=r*Math.ceil(e[e.length-2]/2);let a=i,s="",u="b, r, c";for(let t=2;t<e.length-1;t++)a*=e[e.length-t-1],s=`\n      int b${t} = index / ${a};\n      index -= b${t} * ${a};\n    `+s,u=`b${t}, `+u;const l=`\n      ivec${e.length} getOutputCoords() {\n        ivec2 resTexRC = ivec2(TexCoords.xy *\n                              vec2(${n[0]}, ${n[1]}));\n        int index = resTexRC.y * ${n[0]} + resTexRC.x;\n\n        ${s}\n\n        int b = index / ${i};\n        index -= b * ${i};\n\n        // reverse r and c order for packed texture\n        int r = imod(index, ${r}) * 2;\n        int c = 2 * (index / ${r});\n\n        return ivec${e.length}(${u});\n      }\n    `;return new o.GlslLibRoutine(l)}getOutputUnpacked1DCoords(e,t){const n=`\n        int getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${t[0]}, ${t[1]}));\n          return resTexRC.y * ${t[0]} + resTexRC.x;\n        }\n      `;return new o.GlslLibRoutine(n)}getOutputUnpacked2DCoords(e,t){const n=`\n        ivec2 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${t[0]}, ${t[1]}));\n          int index = resTexRC.y * ${t[0]} + resTexRC.x;\n          int r = index / ${e[1]};\n          int c = index - r * ${e[1]};\n          return ivec2(r, c);\n        }\n      `;return new o.GlslLibRoutine(n)}getOutputUnpacked3DCoords(e,t){let n="";const r=e.length;let i=null;r<2&&(i=[]),i=new Array(r-1),i[r-2]=e[r-1];for(let t=r-3;t>=0;--t)i[t]=i[t+1]*e[t+1];const a=["r","c","d"],s=i.map(((e,t)=>`int ${a[t]} = index / ${e}; ${t===i.length-1?`int ${a[t+1]} = index - ${a[t]} * ${e}`:`index -= ${a[t]} * ${e}`};`)).join("");return n=`\n        ivec3 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${t[0]}, ${t[1]}));\n          int index = resTexRC.y * ${t[0]} + resTexRC.x;\n          ${s}\n          return ivec3(r, c, d);\n        }\n      `,new o.GlslLibRoutine(n)}getOutputUnpacked4DCoords(e,t){let n="";const r=e.length;let i=null;r<2&&(i=[]),i=new Array(r-1),i[r-2]=e[r-1];for(let t=r-3;t>=0;--t)i[t]=i[t+1]*e[t+1];const a=["r","c","d","d2"],s=i.map(((e,t)=>`int ${a[t]} = index / ${e}; ${t===i.length-1?`int ${a[t+1]} = index - ${a[t]} * ${e}`:`index -= ${a[t]} * ${e}`};`)).join("");return n=`\n      ivec4 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${t[0]}, ${t[1]}));\n          int index = resTexRC.y * ${t[0]} + resTexRC.x;\n          ${s}\n          return ivec4(r, c, d, d2);\n        }\n      `,new o.GlslLibRoutine(n)}getOutputUnpacked5DCoords(e,t){let n="";const r=e.length;let i=null;r<2&&(i=[]),i=new Array(r-1),i[r-2]=e[r-1];for(let t=r-3;t>=0;--t)i[t]=i[t+1]*e[t+1];const a=["r","c","d","d2","d3"],s=i.map(((e,t)=>`int ${a[t]} = index / ${e}; ${t===i.length-1?`int ${a[t+1]} = index - ${a[t]} * ${e}`:`index -= ${a[t]} * ${e}`};`)).join("");return n=`\n      ivec5 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(${t[0]}, ${t[1]}));\n          int index = resTexRC.y * ${t[0]} + resTexRC.x;\n          ${s}\n          return ivec5(r, c, d, d2, d3);\n        }\n      `,new o.GlslLibRoutine(n)}getOutputUnpacked6DCoords(e,t){let n="";const r=e.length;let i=null;r<2&&(i=[]),i=new Array(r-1),i[r-2]=e[r-1];for(let t=r-3;t>=0;--t)i[t]=i[t+1]*e[t+1];const a=["r","c","d","d2","d3","d4"],s=i.map(((e,t)=>`int ${a[t]} = index / ${e}; ${t===i.length-1?`int ${a[t+1]} = index - ${a[t]} * ${e}`:`index -= ${a[t]} * ${e}`};`)).join("");return n=`\n     ivec6 getOutputCoords() {\n         ivec2 resTexRC = ivec2(TexCoords.xy *\n                               vec2(${t[0]}, ${t[1]}));\n         int index = resTexRC.y * ${t[0]} + resTexRC.x;\n         ${s}\n         return ivec6(r, c, d, d2, d3, d4);\n       }\n     `,new o.GlslLibRoutine(n)}getCommonUtilFuncs(){const e={};let t="uvFromFlat";e[t]=new o.GlslLibRoutine("\n    vec2 uvFromFlat(int texNumR, int texNumC, int index) {\n      int texC = index / texNumR;\n      int texR = index - texC * texNumR;\n      // TODO: swap texR, texC order in following function so row is corresponding to u and column is corresponding to\n      //       v.\n      return (vec2(texR, texC) + halfCR) / vec2(texNumR, texNumC);\n    }\n    "),t="packedUVfrom1D",e[t]=new o.GlslLibRoutine("\n      vec2 packedUVfrom1D(int texNumR, int texNumC, int index) {\n        int texelIndex = index / 2;\n        int texR = texelIndex / texNumC;\n        int texC = texelIndex - texR * texNumC;\n        return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n      }\n      "),t="packedUVfrom2D",e[t]=new o.GlslLibRoutine("\n      vec2 packedUVfrom2D(int texNumR, int texNumC, int texelsInLogicalRow, int row, int col) {\n        int texelIndex = (row / 2) * texelsInLogicalRow + (col / 2);\n        int texR = texelIndex / texNumC;\n        int texC = texelIndex - texR * texNumC;\n        return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n      }\n      "),t="packedUVfrom3D",e[t]=new o.GlslLibRoutine("\n      vec2 packedUVfrom3D(int texNumR, int texNumC,\n          int texelsInBatch, int texelsInLogicalRow, int b,\n          int row, int col) {\n        int index = b * texelsInBatch + (row / 2) * texelsInLogicalRow + (col / 2);\n        int texR = index / texNumC;\n        int texC = index - texR * texNumC;\n        return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n      }\n      "),t="sampleTexture";const n=(0,i.getGlsl)(this.context.glContext.version);return e[t]=new o.GlslLibRoutine(`\n        float sampleTexture(sampler2D textureSampler, vec2 uv) {\n            return ${n.texture2D}(textureSampler, uv).r;\n        }`),e}getInputsSamplingSnippets(){const e={},t=this.context.outputTextureLayout;return this.context.programInfo.inputNames.forEach(((n,r)=>{const o=this.context.inputTextureLayouts[r],i=(0,s.generateShaderFuncNameFromInputSamplerName)(n);o.isPacked?e[i]=this.getPackedSamplerFromInput(i,n,o):e[i]=this.getUnpackedSamplerFromInput(i,n,o);const a=(0,s.generateShaderFuncNameFromInputSamplerNameAtOutCoords)(n);o.unpackedShape.length<=t.unpackedShape.length&&(o.isPacked?e[a]=this.getPackedSamplerAtOutputCoords(a,o,t,n):e[a]=this.getUnpackedSamplerAtOutputCoords(a,o,t,n))})),e}getPackedSamplerAtOutputCoords(e,t,n,i){const a=t.unpackedShape,u=n.unpackedShape,l=i,c=(0,s.generateShaderFuncNameFromInputSamplerName)(l),f=a.length,d=u.length,p=r.BroadcastUtil.getBroadcastDims(a,u),h=(0,s.getCoordsDataType)(d),g=d-f;let m;const b=(0,s.getGlChannels)();m=0===f?"":d<2&&p.length>=1?"coords = 0;":p.map((e=>`coords.${b[e+g]} = 0;`)).join("\n");let y="";y=d<2&&f>0?"coords":a.map(((e,t)=>`coords.${b[t+g]}`)).join(", ");let A="return outputValue;";const v=1===r.ShapeUtil.size(a),w=1===r.ShapeUtil.size(u);if(1!==f||v||w){if(v&&!w)A=1===d?"\n          return vec4(outputValue.x, outputValue.x, 0., 0.);\n        ":"\n          return vec4(outputValue.x);\n        ";else if(p.length){const e=f-2,t=f-1;p.indexOf(e)>-1&&p.indexOf(t)>-1?A="return vec4(outputValue.x);":p.indexOf(e)>-1?A="return vec4(outputValue.x, outputValue.y, outputValue.x, outputValue.y);":p.indexOf(t)>-1&&(A="return vec4(outputValue.xx, outputValue.zz);")}}else A="\n        return vec4(outputValue.xy, outputValue.xy);\n      ";const _=`\n      vec4 ${e}() {\n        ${h} coords = getOutputCoords();\n        \n        int lastDim = coords.${b[d-1]};\n        coords.${b[d-1]} = coords.${b[d-2]};\n        coords.${b[d-2]} = lastDim;\n      \n        ${m}\n        vec4 outputValue = ${c}(${y});\n        ${A}\n      }\n    `;return new o.GlslLibRoutine(_,["coordinates.getOutputCoords"])}getUnpackedSamplerAtOutputCoords(e,t,n,i){const a=[n.width,n.height],u=[t.width,t.height],l=t.unpackedShape.length,c=n.unpackedShape.length,f=t.unpackedShape,d=n.unpackedShape,p=(0,s.generateShaderFuncNameFromInputSamplerName)(i);if(l===c&&r.ArrayUtil.arraysEqual(u,a)){const t=`\n          float ${e}() {\n            return sampleTexture(${i}, TexCoords);\n          }\n        `;return new o.GlslLibRoutine(t,["coordinates.sampleTexture"])}const h=(0,s.getCoordsDataType)(c),g=r.BroadcastUtil.getBroadcastDims(f,d),m=c-l;let b;const y=(0,s.getGlChannels)();b=0===l?"":c<2&&g.length>=1?"coords = 0;":g.map((e=>`coords.${y[e+m]} = 0;`)).join("\n");let A="";A=c<2&&l>0?"coords":t.unpackedShape.map(((e,t)=>`coords.${y[t+m]}`)).join(", ");const v=`\n        float ${e}() {\n          ${h} coords = getOutputCoords();\n          ${b}\n          return ${p}(${A});\n        }\n      `;return new o.GlslLibRoutine(v,["coordinates.getOutputCoords"])}getPackedSamplerFromInput(e,t,n){switch(n.unpackedShape.length){case 0:return this.getPackedSamplerScalar(e,t);case 1:return this.getPackedSampler1D(e,t,n);case 2:return this.getPackedSampler2D(e,t,n);case 3:return this.getPackedSampler3D(e,t,n);default:return this.getPackedSamplerND(e,t,n)}}getUnpackedSamplerFromInput(e,t,n){const r=n.unpackedShape;switch(r.length){case 0:return this.getUnpackedSamplerScalar(e,t,n);case 1:return this.getUnpackedSampler1D(e,t,n);case 2:return this.getUnpackedSampler2D(e,t,n);case 3:return this.getUnpackedSampler3D(e,t,n);case 4:return this.getUnpackedSampler4D(e,t,n);case 5:return this.getUnpackedSampler5D(e,t,n);case 6:return this.getUnpackedSampler6D(e,t,n);default:throw new Error(`Unsupported dimension ${r.length}-D`)}}getPackedSamplerScalar(e,t){const n=`\n          vec4 ${e}() {\n            return ${(0,i.getGlsl)(this.context.glContext.version).texture2D}(${t}, halfCR);\n          }\n        `;return new o.GlslLibRoutine(n)}getPackedSampler1D(e,t,n){const r=[n.width,n.height],a=[r[1],r[0]],s=(0,i.getGlsl)(this.context.glContext.version),u=`vec4 ${e}(int index) {\n      vec2 uv = packedUVfrom1D(\n      ${a[0]}, ${a[1]}, index);\n      return ${s.texture2D}(${t}, uv);\n    }`;return new o.GlslLibRoutine(u,["coordinates.packedUVfrom1D"])}getPackedSampler2D(e,t,n){const a=n.unpackedShape,s=[n.width,n.height],u=(0,i.getGlsl)(this.context.glContext.version),l=s[0],c=s[1];if(null!=s&&r.ArrayUtil.arraysEqual(a,s)){const n=`vec4 ${e}(int row, int col) {\n        vec2 uv = (vec2(col, row) + halfCR) / vec2(${c}.0, ${l}.0);\n        return ${u.texture2D}(${t}, uv);\n      }`;return new o.GlslLibRoutine(n)}const f=s,d=Math.ceil(a[1]/2),p=`vec4 ${e}(int row, int col) {\n      vec2 uv = packedUVfrom2D(${f[1]}, ${f[0]}, ${d}, row, col);\n      return ${u.texture2D}(${t}, uv);\n    }`;return new o.GlslLibRoutine(p,["coordinates.packedUVfrom2D"])}getPackedSampler3D(e,t,n){const r=n.unpackedShape,a=[n.width,n.height],u=[a[0],a[1]],l=(0,i.getGlsl)(this.context.glContext.version);if(1===r[0]){const i=r.slice(1),a=[1,2],u=(0,s.squeezeInputShape)(r,i),l=["b","row","col"],c=JSON.parse(JSON.stringify(n));c.unpackedShape=u;const f=this.getPackedSamplerFromInput(e,t,c),d=`${f.routineBody}\n      vec4 ${e}(int b, int row, int col) {\n        return ${e}(${(0,s.getSqueezedParams)(l,a)});\n      } `;return new o.GlslLibRoutine(d,f.dependencies)}const c=u[0],f=u[1],d=Math.ceil(r[2]/2),p=`vec4 ${e}(int b, int row, int col) {\n      vec2 uv = packedUVfrom3D(\n        ${f}, ${c}, ${d*Math.ceil(r[1]/2)}, ${d}, b, row, col);\n      return ${l.texture2D}(${t}, uv);}`;return new o.GlslLibRoutine(p,["coordinates.packedUVfrom3D"])}getPackedSamplerND(e,t,n){const r=n.unpackedShape,a=r.length,s=[n.width,n.height],u=(0,i.getGlsl)(this.context.glContext.version),l=[s[0],s[1]],c=l[1],f=l[0],d=Math.ceil(r[a-1]/2);let p=d*Math.ceil(r[a-2]/2),h="int b, int row, int col",g=`b * ${p} + (row / 2) * ${d} + (col / 2)`;for(let e=2;e<a-1;e++)h=`int b${e}, `+h,p*=r[a-e-1],g=`b${e} * ${p} + `+g;const m=`vec4 ${e}(${h}) {\n      int index = ${g};\n      int texR = index / ${f};\n      int texC = index - texR * ${f};\n      vec2 uv = (vec2(texC, texR) + halfCR) / vec2(${f}, ${c});\n      return ${u.texture2D}(${t}, uv);\n    }`;return new o.GlslLibRoutine(m)}getUnpackedSamplerScalar(e,t,n){const[r,i]=[n.width,n.height];if(1===r&&1===i){const n=`\n          float ${e}() {\n            return sampleTexture(${t}, halfCR);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture"])}const a=`\n        float ${e}() {\n          int offset_${t} = coordsToOffset(TexCoords, ${r}, ${i});\n          vec2 uv = uvFromFlat(${r}, ${i}, offset_${t});\n          return sampleTexture(${t}, uv);\n        }\n      `;return new o.GlslLibRoutine(a,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}getUnpackedSampler1D(e,t,n){const r=n.width,i=n.height;if(1===i&&1===r){const n=`\n        float ${e}(int index) {\n          return sampleTexture(${t}, halfCR);\n        }\n      `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture"])}if(1===i){const n=`\n          float ${e}(int index) {\n            vec2 uv = vec2((float(index) + 0.5) / ${r}.0, 0.5);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture"])}if(1===r){const n=`\n          float ${e}(int index) {\n            vec2 uv = vec2(0.5, (float(index) + 0.5) / ${i}.0);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture"])}const a=`\n        float ${e}(int index) {\n          vec2 uv = uvFromFlat(${r}, ${i}, index);\n          return sampleTexture(${t}, uv);\n        }\n      `;return new o.GlslLibRoutine(a,["coordinates.uvFromFlat","coordinates.sampleTexture"])}getUnpackedSampler2D(e,t,n){const i=n.unpackedShape,u=[n.height,n.width];if(null!=u&&r.ArrayUtil.arraysEqual(i,u)){const n=`\n          float ${e}(int row, int col) {\n            vec2 uv = (vec2(row, col) + halfCR) / vec2(${u[1]}.0, ${u[0]}.0);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture"])}const{newShape:l,keptDims:c}=(0,a.squeezeShape)(i),f=l;if(f.length<i.length){const r=(0,s.squeezeInputShape)(i,f),a=JSON.parse(JSON.stringify(n));a.unpackedShape=r;const u=["col","row"],l=`\n          ${this.getUnpackedSamplerFromInput(e,t,a).routineBody}\n          float ${e}(int row, int col) {\n            return ${e}(${(0,s.getSqueezedParams)(u,c)});\n          }\n        `;return new o.GlslLibRoutine(l,["coordinates.sampleTexture"])}const d=u[1],p=u[0];if(1===p){const n=`\n          float ${e}(int row, int col) {\n            int offset_${t} = coordsToOffset(TexCoords, ${d}, ${p});\n            float index = dot(vec3(row, col, offset_${t}), vec3(${i[1]}, 1, 1));\n            vec2 uv = vec2(0.5, (index + 0.5) / ${d}.0);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture","coordinates.coordsToOffset"])}if(1===d){const n=`\n          float ${e}(int row, int col) {\n            int offset_${t} = coordsToOffset(TexCoords, ${d}, ${p});\n            float index = dot(vec3(row, col, offset_${t}), vec3(${i[1]}, 1, 1));\n            vec2 uv = vec2((index + 0.5) / ${p}.0, 0.5);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(n,["coordinates.sampleTexture","coordinates.coordsToOffset"])}const h=`\n        float ${e}(int row, int col) {\n          int index = col * ${i[1]} + row;\n          vec2 uv = uvFromFlat(${d}, ${p}, index);\n          return sampleTexture(${t}, uv);\n        }\n      `;return new o.GlslLibRoutine(h,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}getUnpackedSampler3D(e,t,n){const r=n.unpackedShape,i=r[1]*r[2],u=r[2],{newShape:l,keptDims:c}=(0,a.squeezeShape)(r),f=l;if(f.length<r.length){const i=(0,s.squeezeInputShape)(r,f),a=["batch","col","row"],u=JSON.parse(JSON.stringify(n));u.unpackedShape=i;const l=this.getUnpackedSamplerFromInput(e,t,u),d=c.reverse(),p=`\n          ${l.routineBody}\n          float ${e}(int batch, int row, int col) {\n            return ${e}(${(0,s.getSqueezedParams)(a,d)});\n          }\n        `;return new o.GlslLibRoutine(p,l.dependencies)}const d=`\n          float ${e}(int depth, int row, int col) {\n            // Explicitly use integer operations as dot() only works on floats.\n            int index = depth * ${i} + col * ${u} + row;\n            vec2 uv = uvFromFlat(${n.width}, ${n.height}, index);\n            return sampleTexture(${t}, uv);\n          }\n      `;return new o.GlslLibRoutine(d,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}getUnpackedSampler4D(e,t,n){const r=n.unpackedShape,i=r[3],a=r[2]*i,s=`\n        float ${e}(int row, int col, int depth, int depth2) {\n          int index = row * ${r[1]*a} + col * ${a} +\n              depth2 * ${i} + depth;\n          vec2 uv = uvFromFlat(${n.width}, ${n.height}, index);\n          return sampleTexture(${t}, uv);\n        }\n      `;return new o.GlslLibRoutine(s,["coordinates.uvFromFlat","coordinates.sampleTexture"])}getUnpackedSampler5D(e,t,n){const r=n.unpackedShape,i=r[4],u=r[3]*i,l=r[2]*u,c=r[1]*l,{newShape:f,keptDims:d}=(0,a.squeezeShape)(r);if(f.length<r.length){const i=(0,s.squeezeInputShape)(r,f),a=["row","col","depth","depth2","depth3"],u=JSON.parse(JSON.stringify(n));u.unpackedShape=i;const l=`\n          ${this.getUnpackedSamplerFromInput(e,t,u).routineBody}\n          float ${e}(int row, int col, int depth, int depth2, int depth3) {\n            return ${e}(${(0,s.getSqueezedParams)(a,d)});\n          }\n        `;return new o.GlslLibRoutine(l,["coordinates.sampleTexture","coordinates.uvFromFlat"])}const p=`\n        float ${e}(int row, int col, int depth, int depth2, int depth3) {\n          int index = row * ${c} + col * ${l} + depth * ${u} +\n          depth3 * ${i} + depth2;\n          vec2 uv = uvFromFlat(${n.width}, ${n.height}, index);\n          return sampleTexture(${t}, uv);\n        }\n      `;return new o.GlslLibRoutine(p,["coordinates.sampleTexture","coordinates.uvFromFlat"])}getUnpackedSampler6D(e,t,n){const r=n.unpackedShape,i=r[5],u=r[4]*i,l=r[3]*u,c=r[2]*l,f=r[1]*c,{newShape:d,keptDims:p}=(0,a.squeezeShape)(r);if(d.length<r.length){const i=(0,s.squeezeInputShape)(r,d),a=["row","col","depth","depth2","depth3","depth4"],u=JSON.parse(JSON.stringify(n));u.unpackedShape=i;const l=`\n            ${this.getUnpackedSamplerFromInput(e,t,u).routineBody}\n            float ${e}(int row, int col, int depth,\n              int depth2, int depth3, int depth4) {\n              return ${e}(${(0,s.getSqueezedParams)(a,p)});\n            }\n          `;return new o.GlslLibRoutine(l,["coordinates.sampleTexture","coordinates.uvFromFlat"])}const h=`\n          float ${e}(int row, int col, int depth,\n            int depth2, int depth3, int depth4) {\n            int index = row * ${f} + col * ${c} + depth * ${l} +\n            depth2 * ${u} + depth3 * ${i} + depth4;\n            vec2 uv = uvFromFlat(${n.width}, ${n.height}, index);\n            return sampleTexture(${t}, uv);\n          }\n        `;return new o.GlslLibRoutine(h,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}toVec(){const e=this.context.outputTextureLayout,t=e.shape.length,n=e.strides,r=e.width,i=e.height,a=[];for(let e=0;e<t-1;++e)a.push(`\n        c[${e}] = offset / ${n[e]};`),a.push(`\n        offset -= c[${e}] * ${n[e]};`);a.push(`\n        c[${t-1}] = offset;`);const s=`\n      void toVec(vec2 texCoords, out int c[${t}]) {\n        int offset = coordsToOffset(texCoords, ${r}, ${i});\n        ${a.join("")}\n      }\n      void toVec(int offset, out int c[${t}]) {\n        ${a.join("")}\n      }\n    `;return{toVec:new o.GlslLibRoutine(s,["coordinates.coordsToOffset"])}}valueFrom(){const e={};return this.context.programInfo.inputNames.forEach(((t,n)=>{const r=this.context.inputTextureLayouts[n],i=(r.unpackedShape.length>0?r.unpackedShape:r.shape).length;let a=`_${t}`;e[a]=new o.GlslLibRoutine(this.getValueFromSingle(t,i,r.width,r.height,!1),[`shapeUtils.indicesToOffset${a}`,"coordinates.offsetToCoords","fragcolor.getColorAsFloat"]),a+="_T",e[a]=new o.GlslLibRoutine(this.getValueFromSingle(t,i,r.width,r.height,!0),[`shapeUtils.indicesToOffset${a}`,"coordinates.offsetToCoords","fragcolor.getColorAsFloat"])})),e}getValueFromSingle(e,t,n,r,o){let a=`_${e}`;return o&&(a+="_T"),`\n        float ${a}(int m[${t}]) {\n          int offset = indicesToOffset${a}(m);\n          vec2 coords = offsetToCoords(offset, ${n}, ${r});\n          float value = getColorAsFloat(${(0,i.getGlsl)(this.context.glContext.version).texture2D}(${e}, coords));\n          return value;\n        }\n        `}getPackedValueFrom(e,t,n,r,o){let a=`_${e}_Pack`;return o&&(a+="_T"),`\n        vec4 ${a}(int m[${t}]) {\n          int offset = indicesToOffset_${e}(m);\n          vec2 coords = offsetToCoords(offset, ${n}, ${r});\n          return ${(0,i.getGlsl)(this.context.glContext.version).texture2D}(${e}, coords);\n        }\n        `}}t.CoordsGlslLib=u},8520:(e,t)=>{"use strict";var n;Object.defineProperty(t,"__esModule",{value:!0}),t.TopologicalSortGlslRoutines=t.GlslLibRoutineNode=t.GlslLibRoutine=t.GlslLib=t.GlslContext=t.FunctionType=void 0,(n=t.FunctionType||(t.FunctionType={}))[n.ValueBased=0]="ValueBased",n[n.Positional=1]="Positional",t.GlslContext=class{constructor(e,t,n,r){this.glContext=e,this.programInfo=t,this.inputTextureLayouts=n,this.outputTextureLayout=r}},t.GlslLib=class{constructor(e){this.context=e}},t.GlslLibRoutine=class{constructor(e,t){this.routineBody=e,this.dependencies=t}},t.GlslLibRoutineNode=class{constructor(e,t,n){this.name=e,this.dependencies=n||[],t&&(this.routineBody=t)}addDependency(e){e&&this.dependencies.push(e)}},t.TopologicalSortGlslRoutines=class{static returnOrderedNodes(e){if(!e||0===e.length)return[];if(1===e.length)return e;const t=new Set,n=new Set,r=new Array;return this.createOrderedNodes(e,t,n,r),r}static createOrderedNodes(e,t,n,r){for(let o=0;o<e.length;++o)this.dfsTraverse(e[o],t,n,r)}static dfsTraverse(e,t,n,r){if(!e||n.has(e.name))return;if(t.has(e.name))throw new Error("Cyclic dependency detected. Can't topologically sort routines needed for shader.");t.add(e.name);const o=e.dependencies;if(o&&o.length>0)for(let e=0;e<o.length;++e)this.dfsTraverse(o[e],t,n,r);r.push(e),n.add(e.name),t.delete(e.name)}}},7341:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.EncodingGlslLib=void 0;const r=n(8520);class o extends r.GlslLib{constructor(e){super(e)}getFunctions(){return Object.assign(Object.assign({},this.encodeFloat32()),this.decodeFloat32())}getCustomTypes(){return{}}encodeFloat32(){return{encode:new r.GlslLibRoutine("highp vec4 encode(highp float f) {\n        return vec4(f, 0.0, 0.0, 0.0);\n      }\n        ")}}decodeFloat32(){return{decode:new r.GlslLibRoutine("highp float decode(highp vec4 rgba) {\n        return rgba.r;\n      }\n        ")}}encodeUint8(){const e=o.isLittleEndian()?"rgba.rgba=rgba.abgr;":"";return{encode:new r.GlslLibRoutine(`\n      highp vec4 encode(highp float f) {\n        highp float F = abs(f);\n        highp float Sign = step(0.0,-f);\n        highp float Exponent = floor(log2(F));\n        highp float Mantissa = (exp2(- Exponent) * F);\n        Exponent = floor(log2(F) + 127.0) + floor(log2(Mantissa));\n        highp vec4 rgba;\n        rgba[0] = 128.0 * Sign  + floor(Exponent*exp2(-1.0));\n        rgba[1] = 128.0 * mod(Exponent,2.0) + mod(floor(Mantissa*128.0),128.0);\n        rgba[2] = floor(mod(floor(Mantissa*exp2(23.0 -8.0)),exp2(8.0)));\n        rgba[3] = floor(exp2(23.0)*mod(Mantissa,exp2(-15.0)));\n        ${e}\n        rgba = rgba / 255.0; // values need to be normalized to [0,1]\n        return rgba;\n    }\n        `)}}decodeUint8(){const e=o.isLittleEndian()?"rgba.rgba=rgba.abgr;":"";return{decode:new r.GlslLibRoutine(`\n        highp float decode(highp vec4 rgba) {\n          rgba = rgba * 255.0; // values need to be de-normalized from [0,1] to [0,255]\n          ${e}\n          highp float Sign = 1.0 - step(128.0,rgba[0])*2.0;\n          highp float Exponent = 2.0 * mod(rgba[0],128.0) + step(128.0,rgba[1]) - 127.0;\n          highp float Mantissa = mod(rgba[1],128.0)*65536.0 + rgba[2]*256.0 +rgba[3] + float(0x800000);\n          highp float Result =  Sign * exp2(Exponent) * (Mantissa * exp2(-23.0 ));\n          return Result;\n      }\n        `)}}static isLittleEndian(){const e=new ArrayBuffer(4),t=new Uint32Array(e),n=new Uint8Array(e);if(t[0]=3735928559,239===n[0])return!0;if(222===n[0])return!1;throw new Error("unknown endianness")}}t.EncodingGlslLib=o},9894:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.FragColorGlslLib=void 0;const r=n(8520),o=n(5060);class i extends r.GlslLib{constructor(e){super(e)}getFunctions(){return Object.assign(Object.assign({},this.setFragColor()),this.getColorAsFloat())}getCustomTypes(){return{}}setFragColor(){const e=(0,o.getGlsl)(this.context.glContext.version);return{setFragColor:new r.GlslLibRoutine(`\n        void setFragColor(float value) {\n            ${e.output} = encode(value);\n        }\n        `,["encoding.encode"])}}getColorAsFloat(){return{getColorAsFloat:new r.GlslLibRoutine("\n        float getColorAsFloat(vec4 color) {\n            return decode(color);\n        }\n        ",["encoding.decode"])}}}t.FragColorGlslLib=i},2848:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.replaceInlines=void 0;const n=/@inline[\s\n\r]+(\w+)[\s\n\r]+([0-9a-zA-Z_]+)\s*\(([^)]*)\)\s*{(([^}]|[\n\r])*)}/gm;t.replaceInlines=function(e){const t={};let r;for(;null!==(r=n.exec(e));){const e=r[3].split(",").map((e=>{const t=e.trim().split(" ");return t&&2===t.length?{type:t[0],name:t[1]}:null})).filter((e=>null!==e));t[r[2]]={params:e,body:r[4]}}for(const n in t){const o="(\\w+)?\\s+([_0-9a-zA-Z]+)\\s+=\\s+__FUNC__\\((.*)\\)\\s*;".replace("__FUNC__",n),i=new RegExp(o,"gm");for(;null!==(r=i.exec(e));){const o=r[1],i=r[2],a=r[3].split(","),s=o?`${o} ${i};`:"";let u=t[n].body,l="";t[n].params.forEach(((e,t)=>{e&&(l+=`${e.type} ${e.name} = ${a[t]};\n`)})),u=`${l}\n ${u}`,u=u.replace("return",`${i} = `);const c=`\n      ${s}\n      {\n        ${u}\n      }\n      `;e=e.replace(r[0],c)}}return e.replace(n,"")}},8879:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.GlslPreprocessor=void 0;const r=n(8520),o=n(2848),i=n(5483),a=n(5060);t.GlslPreprocessor=class{constructor(e,t,n,o){this.libs={},this.glslLibRoutineDependencyGraph={},this.context=new r.GlslContext(e,t,n,o),Object.keys(i.glslRegistry).forEach((e=>{const t=new i.glslRegistry[e](this.context);this.libs[e]=t}));const a=this.glslLibRoutineDependencyGraph;for(const e in this.libs){const t=this.libs[e].getFunctions();for(const n in t){const o=e+"."+n;let i;a[o]?(i=a[o],i.routineBody=t[n].routineBody):(i=new r.GlslLibRoutineNode(o,t[n].routineBody),a[o]=i);const s=t[n].dependencies;if(s)for(let e=0;e<s.length;++e)if(a[s[e]])i.addDependency(a[s[e]]);else{const t=new r.GlslLibRoutineNode(s[e]);a[s[e]]=t,i.addDependency(t)}}}}preprocess(){const e=this.context.programInfo;let t=e.shaderSource;return this.context.programInfo.hasMain||(t=`${t}\n      ${(0,a.getDefaultFragShaderMain)(this.context.glContext.version,this.context.outputTextureLayout.shape.length)}`),t=(0,o.replaceInlines)(t),`${(0,a.getFragShaderPreamble)(this.context.glContext.version)}\n    ${this.getUniforms(e.inputNames,e.variables)}\n    ${this.getImports(t)}\n    ${t}`}getImports(e){const t=this.selectGlslLibRoutinesToBeIncluded(e);if(0===t.length)return"";let n="";for(let e=0;e<t.length;++e){if(!t[e].routineBody)throw new Error(`Missing body for the Glsl Library routine: ${t[e].name}`);n+=t[e].routineBody+"\n"}return n}selectGlslLibRoutinesToBeIncluded(e){const t=[];return Object.keys(this.glslLibRoutineDependencyGraph).forEach((n=>{const r=n.split(".")[1];-1!==e.indexOf(r)&&t.push(this.glslLibRoutineDependencyGraph[n])})),r.TopologicalSortGlslRoutines.returnOrderedNodes(t)}getUniforms(e,t){const n=[];if(e)for(const t of e)n.push(`uniform sampler2D ${t};`);if(t)for(const e of t)n.push(`uniform ${e.type} ${e.name}${e.arrayLength?`[${e.arrayLength}]`:""};`);return n.join("\n")}}},5483:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.glslRegistry=void 0;const r=n(5107),o=n(7341),i=n(9894),a=n(2655),s=n(3891);t.glslRegistry={encoding:o.EncodingGlslLib,fragcolor:i.FragColorGlslLib,vec:s.VecGlslLib,shapeUtils:a.ShapeUtilsGlslLib,coordinates:r.CoordsGlslLib}},2655:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.ShapeUtilsGlslLib=void 0;const r=n(8520);class o extends r.GlslLib{constructor(e){super(e)}getFunctions(){return Object.assign(Object.assign(Object.assign(Object.assign(Object.assign({},this.bcastIndex()),this.bcastMatmulIndex()),this.offsetToIndices()),this.indicesToOffset()),this.incrementIndices())}getCustomTypes(){return{}}bcastIndex(){const e=this.context.outputTextureLayout.shape.length,t={};return this.context.programInfo.inputNames.forEach(((n,o)=>{const i=this.context.inputTextureLayouts[o].unpackedShape;if(i.length<=e){const o=i.length,a=e-o,s=`bcastIndices_${n}`;let u="";for(let e=0;e<o;++e)u+=`\n          realIndices[${e}] = int( mod(float(bcastedIndices[${a+e}]), ${i[e]}.0) );\n          `;const l=`\n        void ${s} (int bcastedIndices[${e}], out int realIndices[${o}]) {\n          ${u}\n        }\n        `;t[s]=new r.GlslLibRoutine(l)}})),t}bcastMatmulIndex(){const e=this.context.outputTextureLayout.shape.length,t={};return this.context.programInfo.inputNames.forEach(((n,o)=>{const i=this.context.inputTextureLayouts[o].shape;if(!(i.length<2||i.length>e)){const o=i.length,a=e-o,s=`bcastMatmulIndices_${n}`;let u="";for(let e=0;e<o-2;++e)u+=`\n          realIndices[${e}] = int( mod(float(bcastedIndices[${a+e}]), ${i[e]}.0) );\n          `;const l=`\n        void ${s}(int bcastedIndices[${e}], out int realIndices[${o}]) {\n          ${u}\n          realIndices[${o-1}] = bcastedIndices[${e-1}];\n          realIndices[${o-2}] = bcastedIndices[${e-2}];\n        }\n        `;t[s]=new r.GlslLibRoutine(l)}})),t}indicesToOffset(){const e={};return this.context.programInfo.inputNames.forEach(((t,n)=>{const i=this.context.inputTextureLayouts[n].shape,a=this.context.inputTextureLayouts[n].strides,s=i.length;let u=`indicesToOffset_${t}`;e[u]=new r.GlslLibRoutine(o.indexToOffsetSingle(u,s,a)),u=`indicesToOffset_${t}_T`,e[u]=new r.GlslLibRoutine(o.indexToOffsetSingle(u,s,a.slice().reverse()))})),e}static indexToOffsetSingle(e,t,n){let r="";for(let e=t-1;e>=0;--e)r+=`\n        offset += indices[${e}] * ${n[e]};\n        `;return`\n      int ${e}(int indices[${t}]) {\n        int offset = 0;\n        ${r}\n        return offset;\n      }\n      `}offsetToIndices(){const e={};return this.context.programInfo.inputNames.forEach(((t,n)=>{const i=this.context.inputTextureLayouts[n].shape,a=this.context.inputTextureLayouts[n].strides,s=i.length;let u=`offsetToIndices_${t}`;e[u]=new r.GlslLibRoutine(o.offsetToIndicesSingle(u,s,a)),u=`offsetToIndices_${t}_T`,e[u]=new r.GlslLibRoutine(o.offsetToIndicesSingle(u,s,a.slice().reverse()))})),e}static offsetToIndicesSingle(e,t,n){const r=[];for(let e=0;e<t-1;++e)r.push(`\n      indices[${e}] = offset / ${n[e]};`),r.push(`\n        offset -= indices[${e}] * ${n[e]};`);return r.push(`\n      indices[${t-1}] = offset;`),`\n      void ${e}(int offset, out int indices[${t}]) {\n        ${r.join("")}\n      }\n      `}incrementIndices(){const e={};return this.context.programInfo.inputNames.forEach(((t,n)=>{const o=this.context.inputTextureLayouts[n].shape,i=o.length,a=`incrementIndices_${t}`;let s="";for(let e=0;e<i;++e)s+=`\n        shape[${e}] = ${o[e]};`;const u=`\n        void ${a}(int axis, out int indices[${i}]) {\n          int shape[${i}];\n          ${s};\n          for(int i = ${i} -1 ; i >= 0; --i) {\n            if(i > axis) continue;\n            indices[i] += 1;\n            if(indices[i] < shape[i]) {\n              break;\n            }\n            indices[i] = 0;\n          }\n        }\n        `;e[a]=new r.GlslLibRoutine(u)})),e}}t.ShapeUtilsGlslLib=o},5060:(e,t)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.getDefaultFragShaderMain=t.getFragShaderPreamble=t.getVertexShaderSource=t.getGlsl=void 0;const n={version:"",attribute:"attribute",varyingVertex:"varying",varyingFrag:"varying",texture2D:"texture2D",output:"gl_FragColor",outputDeclaration:""},r={version:"#version 300 es",attribute:"in",varyingVertex:"out",varyingFrag:"in",texture2D:"texture",output:"outputColor",outputDeclaration:"out vec4 outputColor;"};function o(e){return 1===e?n:r}t.getGlsl=o,t.getVertexShaderSource=function(e){const t=o(e);return`${t.version}\n      precision highp float;\n      ${t.attribute} vec3 position;\n      ${t.attribute} vec2 textureCoord;\n\n      ${t.varyingVertex} vec2 TexCoords;\n\n      void main()\n      {\n          gl_Position = vec4(position, 1.0);\n          TexCoords = textureCoord;\n      }`},t.getFragShaderPreamble=function(e){const t=o(e);return`${t.version}\n    precision highp float;\n    precision highp int;\n    precision highp sampler2D;\n    ${t.varyingFrag} vec2 TexCoords;\n    ${t.outputDeclaration}\n    const vec2 halfCR = vec2(0.5, 0.5);\n\n    // Custom vector types to handle higher dimenalities.\n    struct ivec5\n    {\n      int x;\n      int y;\n      int z;\n      int w;\n      int u;\n    };\n\n    struct ivec6\n    {\n      int x;\n      int y;\n      int z;\n      int w;\n      int u;\n      int v;\n    };\n\n    int imod(int x, int y) {\n      return x - y * (x / y);\n    }\n\n    `},t.getDefaultFragShaderMain=function(e,t){return`\n  void main() {\n    int indices[${t}];\n    toVec(TexCoords, indices);\n    vec4 result = vec4(process(indices));\n    ${o(e).output} = result;\n  }\n  `}},3891:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.VecGlslLib=void 0;const r=n(8520);class o extends 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e="less_";return{body:`\n  float ${e}(float a, float b) {\n    return float(a < b);\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    return vec4( v1.r < v2.r ,\n                v1.g < v2.g,\n                v1.b < v2.b,\n                v1.a < v2.a );\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function h(){const e="and_";return{body:`\n  float ${e}(float a, float b) {\n    return float( bool(a) && bool(b) );\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    bvec4 b1 = bvec4(v1);\n    bvec4 b2 = bvec4(v2);\n    return vec4( b1.r && b2.r ,\n                b1.g && b2.g,\n                b1.b && b2.b,\n                b1.a && b2.a );\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function g(){const e="or_";return{body:`\n  float ${e}(float a, float b) {\n    return float( bool(a) || bool(b) );\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    bvec4 b1 = bvec4(v1);\n    bvec4 b2 = bvec4(v2);\n    return vec4( b1.r || b2.r ,\n                b1.g || b2.g,\n                b1.b || b2.b,\n                b1.a || b2.a );\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function m(){const e="xor_";return{body:`\n  float ${e}(float a, float b) {\n    return float( bool(a) ^^ bool(b) );\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    bvec4 b1 = bvec4(v1);\n    bvec4 b2 = bvec4(v2);\n    return vec4( b1.r ^^ b2.r ,\n                b1.g ^^ b2.g,\n                b1.b ^^ b2.b,\n                b1.a ^^ b2.a );\n  }\n  `,name:e,type:o.FunctionType.ValueBased}}function b(){return function(e){const t=`${e}_`;return{body:`\n  float ${t}(float a, float b) {\n    return ${e}(a, b);\n  }\n  vec4 ${t}(vec4 v1, vec4 v2) {\n    return ${e}(v1, v2);\n  }\n  `,name:t,type:o.FunctionType.ValueBased}}("pow")}function y(){const e="prelu_";return{body:`\n  float ${e}(float a, float b) {\n    return a < 0.0 ? a * b: a;\n  }\n  vec4 ${e}(vec4 v1, vec4 v2) {\n    return vec4(\n      v1.r < 0.0 ? v1.r * v2.r: v1.r,\n      v1.g < 0.0 ? v1.g * v2.g: v1.g,\n      v1.b < 0.0 ? v1.b * v2.b: v1.b,\n      v1.a < 0.0 ? v1.a 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 int output_channel = coords.y;\n    ivec2 xRCCorner = coords.zw * strides - pads;\n    int group_id = output_channel / ${d};\n\n    float value = 0.0;\n    for (int wInChannel = 0; wInChannel < ${f[1]}; wInChannel++) {\n      int input_channel = group_id * ${f[1]} + wInChannel;\n      for (int wHeight = 0; wHeight < ${f[2]}; wHeight++) {\n        int xHeight = xRCCorner.x + wHeight * ${u.dilations[0]};\n\n        if (xHeight < 0 || xHeight >= ${c[2]}) {\n          continue;\n        }\n\n        for (int wWidth = 0; wWidth < ${f[3]}; wWidth++) {\n          int xWidth = xRCCorner.y + wWidth * ${u.dilations[1]};\n          if (xWidth < 0 || xWidth >= ${c[3]}) {\n            continue;\n          }\n\n          float xVal = getX(batch, input_channel, xWidth, xHeight);\n          float wVal = getW(output_channel, wInChannel, wWidth, wHeight);\n          value += xVal*wVal;\n        }\n      }\n    }\n    ${l}\n    ${m}\n    ${h.output} = vec4(value, .0, .0, .0);\n  }\n`;return Object.assign(Object.assign({},n),{output:{dims:p,type:t[0].type,textureType:i.TextureType.unpacked},shaderSource:b,hasMain:!0})})(e,t,u,n)})}},1386:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.conv2DPacked=t.conv2DPackedPointwise=void 0;const r=n(8138),o=n(8555),i=n(708);t.conv2DPackedPointwise=(e,t,n)=>{const o=t[0].dims,a=t[1].dims,s=(0,r.calculateOutputShape)(o,a,n.dilations,n.pads,n.strides),u=e.reshapePacked(t[0],[o[1],o[2]*o[3]]),l=e.reshapePacked(t[1],[a[0],a[1]]),c=t.length>2?[l,u,t[2]]:[l,u],f=e.run((0,i.createPackedMatmulProgramInfoLoader)(e,c,n),c);return e.reshapePacked(f,s)},t.conv2DPacked=(e,t,n)=>{const a=t[0].dims,s=t[1].dims,u=(0,r.calculateOutputShape)(a,s,n.dilations,n.pads,n.strides),l=e.run((0,o.createPackedIm2ColProgramInfoLoader)(e,t[0],t[1],u,n),[t[0]]),c=e.reshapePacked(t[1],[s[0],s[1]*s[2]*s[3]]),f=3===t.length?[c,l,t[2]]:[c,l],d=e.run((0,i.createPackedMatmulProgramInfoLoader)(e,f,n),f);return e.reshapePacked(d,u)}},9663:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseConvTransposeAttributes=t.convTranspose=void 0;const r=n(246),o=n(5060),i=n(2039),a=n(2823),s=(e,t,n,r,o,i)=>(e-1)*t+n+(r-1)*o+1-i,u=(e,t,n,r,o)=>{const i=Math.floor(e/2);"SAME_UPPER"===t?(n[r]=i,n[o]=e-i):"SAME_LOWER"===t&&(n[r]=e-i,n[o]=i)};t.convTranspose=(e,t,n)=>(d(t,n),l(e,t,n));const l=(e,t,n)=>{const r=f(n,t);return[c(e,t,r)]},c=(e,t,n)=>e.run(((e,t,n)=>{const r=(s=t.length>2,u=n.cacheKey,{name:"ConvTranspose",inputNames:s?["X","W","B"]:["X","W"],inputTypes:s?[i.TextureType.unpacked,i.TextureType.unpacked,i.TextureType.unpacked]:[i.TextureType.unpacked,i.TextureType.unpacked],cacheHint:u});var s,u;return Object.assign(Object.assign({},r),{get:()=>((e,t,n,r)=>{const s=t.length>2?"getB(output_channel)":"0.0",u=t[0].dims,l=t[1].dims,c=l[1],f=l[0]/r.group,d=[t[0].dims[0],t[1].dims[1]*r.group,...r.outputShape],p=(0,o.getGlsl)(e.session.backend.glContext.version),{activationFunction:h,applyActivation:g}=(0,a.getActivationSnippet)(r),m=`\n  const ivec2 strides = ivec2(${r.strides[0]}, ${r.strides[1]});\n  const ivec2 pads = ivec2(${r.pads[0]}, ${r.pads[1]});\n  ${h}\n  void main() {\n    ivec4 coords = getOutputCoords();\n    int batch = coords.x;\n    int output_channel = coords.y;\n\n    ivec2 loc = coords.zw + pads;\n\n    int group_id = output_channel / ${c};\n    int wOutChannel = output_channel - group_id * ${c};\n\n    float value = ${s};\n    for (int inChannelOffset = 0; inChannelOffset < ${f}; inChannelOffset++) {\n      int input_channel = group_id * ${f} + inChannelOffset;\n      for (int wWOff = 0; wWOff < ${l[2]}; wWOff++) {\n        for (int wHOff = 0; wHOff < ${l[3]}; wHOff++) {\n          ivec2 wOff = ivec2(wWOff * ${r.dilations[0]}, wHOff * ${r.dilations[1]});\n          ivec2 wLoc = loc - wOff;\n          ivec2 wLocIn = wLoc / strides;\n          if (\n            wLocIn * strides == wLoc &&\n            wLocIn.x >= 0 && wLocIn.x < ${u[2]} &&\n            wLocIn.y >= 0 && wLocIn.y < ${u[3]}\n          ) {\n            float xVal = getX(batch, input_channel, wLocIn.y, wLocIn.x);\n            float wVal = getW(input_channel, wOutChannel, wHOff, wWOff);\n            value += xVal * wVal;\n          }\n        }\n      }\n    }\n    ${g}\n    ${p.output} = vec4(value, .0, .0, .0);\n  }\n`;return Object.assign(Object.assign({},n),{output:{dims:d,type:t[0].type,textureType:i.TextureType.unpacked},shaderSource:m,hasMain:!0})})(e,t,r,n)})})(e,t,n),t),f=(e,t)=>{const n=e.kernelShape.slice();if(0===e.kernelShape.length)for(let e=2;e<t[1].dims.length;++e)n.push(t[1].dims[e]);const r=e.pads.slice(),o=e.outputShape.slice();((e,t,n,r,o,i,a,l)=>{const c=e.length-2,f=0===l.length;for(let d=0;d<c;++d){const p=f?e[d+2]*i[d]:l[d],h=s(e[d+2],i[d],o[d],t[d],n[d],p);u(h,r,o,d,d+c),f&&l.push(i[d]*(e[d+2]-1)+a[d]+(t[d]-1)*n[d]+1-o[d]-o[d+c])}})(t[0].dims,n,e.dilations,e.autoPad,r,e.strides,e.outputPadding,o);const i=Object.assign({},e);return Object.assign(i,{kernelShape:n,pads:r,outputShape:o,cacheKey:e.cacheKey}),i};t.parseConvTransposeAttributes=e=>{const t=e.attributes,n=(0,a.parseInternalActivationAttributes)(t),o=t.getString("auto_pad","NOTSET"),i=t.getInts("dilations",[1,1]),s=t.getInt("group",1),u=t.getInts("kernel_shape",[]),l=t.getInts("output_padding",[0,0]),c=t.getInts("output_shape",[]),f=t.getInts("pads",[0,0,0,0]),d=t.getInts("strides",[1,1]);return(0,r.createAttributeWithCacheKey)(Object.assign({autoPad:o,dilations:i,group:s,kernelShape:u,outputPadding:l,outputShape:c,pads:f,strides:d},n))};const d=(e,t)=>{if(!e||2!==e.length&&3!==e.length)throw new Error("Conv requires 2 or 3 inputs");if(4!==e[0].dims.length||4!==e[1].dims.length)throw new Error("currently only support 2-dimensional conv");if(e[0].dims[1]!==e[1].dims[0])throw new Error("FILTER_IN_CHANNEL should be equal to DATA_CHANNEL");const n=e[1].dims[1]*t.group;if(3===e.length&&(1!==e[2].dims.length||e[2].dims[0]!==n))throw new Error("invalid bias");const r=e[0].dims.length-2;if(t.dilations.length!==r)throw new Error(`dilations should be ${r}D`);if(t.strides.length!==r)throw new Error(`strides should be ${r}D`);if(t.pads.length!==2*r)throw new Error(`pads should be ${2*r}D`);if(t.outputPadding.length!==r)throw new Error(`output_padding should be ${r}D`);if(0!==t.kernelShape.length&&t.kernelShape.length!==e[1].dims.length-2)throw new Error("invalid kernel shape");if(0!==t.outputShape.length&&t.outputShape.length!==e[0].dims.length-2)throw new Error("invalid output shape");if("float32"!==e[0].type||"float32"!==e[1].type)throw new Error("ConvTranspose input(X,W) should be float tensor");if(3===e.length&&"float32"!==e[2].type)throw new Error("ConvTranspose input(bias) should be float tensor")}},8138:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseConvAttributes=t.conv=t.calculateOutputShape=void 0;const r=n(246),o=n(2517),i=n(4770),a=n(1386),s=n(9828),u=n(2823),l=n(3248),c=n(5623);t.calculateOutputShape=(e,t,n,r,o)=>{const i=e[0],a=e.slice(2),s=a.length,u=t[0],l=t.slice(2).map(((e,t)=>e+(e-1)*(n[t]-1))),c=a.map(((e,t)=>e+r[t]+r[t+s])).map(((e,t)=>Math.floor((e-l[t]+o[t])/o[t])));return[i,u].concat(...c)},t.conv=(e,t,n)=>(g(t,n),f(e,t,n));const f=(e,t,n)=>{const r=h(n,t),o=e.session.pack,s=1===r.kernelShape[0]&&1===r.kernelShape[1];return r.group>1?[e.run((0,i.createUnpackedGroupedConvProgramInfoLoader)(e,t,r),t)]:s&&o?[d(e,t,r)]:o&&4===t[0].dims.length&&1===t[0].dims[0]&&!s?[(0,a.conv2DPacked)(e,t,r)]:[p(e,t,r)]},d=(e,n,r)=>{const o=n[0].dims,i=n[1].dims,a=(0,t.calculateOutputShape)(o,i,r.dilations,r.pads,r.strides),s=e.reshapeUnpacked(n[0],[o[1],o[2]*o[3]]),u=e.reshapeUnpacked(n[1],[i[0],i[1]]),l=n.length>2?[u,s,n[2]]:[u,s],f=e.run((0,c.createMatmulProgramInfoLoader)(l,r),l);return e.reshapeUnpacked(f,a)},p=(e,n,r)=>{const o=n[0].dims,i=n[1].dims,a=(0,t.calculateOutputShape)(o,i,r.dilations,r.pads,r.strides),u=e.run((0,l.createIm2ColProgramInfoLoader)(e,n[0],n[1],a,r),[n[0]]),c=3===n.length?[u,n[1],n[2]]:[u,n[1]];return e.run((0,s.createDotProductProgramInfoLoader)(e,n,a,r),c)},h=(e,t)=>{const n=e.kernelShape.slice();if(0===e.kernelShape.length)for(let e=2;e<t[1].dims.length;++e)n.push(t[1].dims[e]);const r=e.pads.slice();o.PoolConvUtil.adjustPadsBasedOnAutoPad(t[0].dims,e.strides,e.dilations,n,r,e.autoPad);const i=Object.assign({},e);return Object.assign(i,{kernelShape:n,pads:r,cacheKey:e.cacheKey}),i};t.parseConvAttributes=e=>{const t=e.attributes,n=(0,u.parseInternalActivationAttributes)(t),o=t.getString("auto_pad","NOTSET"),i=t.getInts("dilations",[1,1]),a=t.getInt("group",1),s=t.getInts("kernel_shape",[]),l=t.getInts("pads",[0,0,0,0]),c=t.getInts("strides",[1,1]);return(0,r.createAttributeWithCacheKey)(Object.assign({autoPad:o,dilations:i,group:a,kernelShape:s,pads:l,strides:c},n))};const g=(e,t)=>{if(!e||2!==e.length&&3!==e.length)throw new Error("Conv requires 2 or 3 inputs");if(4!==e[0].dims.length||4!==e[1].dims.length)throw new Error("currently only support 2-dimensional conv");if(e[0].dims[1]!==e[1].dims[1]*t.group)throw new Error("FILTER_IN_CHANNEL should be equal to DATA_CHANNEL");if(3===e.length&&(1!==e[2].dims.length||e[1].dims[0]!==e[2].dims[0]))throw new Error("invalid bias");const n=e[0].dims.length-2;if(t.dilations.length!==n)throw new Error(`dilations should be ${n}D`);if(t.strides.length!==n)throw new Error(`strides should be ${n}D`);if(t.pads.length!==2*n)throw new Error(`pads should be ${2*n}D`);if(0!==t.kernelShape.length&&t.kernelShape.length!==e[1].dims.length-2)throw new Error("invalid kernel shape");if("float32"!==e[0].type||"float32"!==e[1].type)throw new Error("Conv input(X,W) should be float tensor");if(3===e.length&&"float32"!==e[2].type)throw new Error("Conv input(bias) should be float tensor")}},5193:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseDepthToSpaceAttributes=t.depthToSpace=void 0;const r=n(3738);t.depthToSpace=(e,t,n)=>{o(t);const i=n.blocksize,a=i*i,s="DCR"===n.mode?[0,3,4,1,5,2]:[0,1,4,2,5,3],u="DCR"===n.mode?[t[0].dims[0],i,i,t[0].dims[1]/a,t[0].dims[2],t[0].dims[3]]:[t[0].dims[0],t[0].dims[1]/a,i,i,t[0].dims[2],t[0].dims[3]],l=e.reshapeUnpacked(t[0],u),c={perm:s,cacheKey:`${s}`},[f]=(0,r.transpose)(e,[l],c),d=[t[0].dims[0],t[0].dims[1]/a,t[0].dims[2]*i,t[0].dims[3]*i];return[e.reshapeUnpacked(f,d)]},t.parseDepthToSpaceAttributes=e=>{const t=e.attributes.getInt("blocksize");if(t<1)throw new Error(`blocksize must be >= 1, but got : ${t} for DepthToSpace`);const n=e.attributes.getString("mode","DCR");if("DCR"!==n&&"CRD"!==n)throw new Error(`unrecognized mode: ${n} for DepthToSpace`);return{mode:n,blocksize:t}};const o=e=>{if(1!==e.length)throw new Error(`DepthToSpace expect 1 inputs, but got ${e.length}`);if("string"===e[0].type||4!==e[0].dims.length)throw new TypeError("DepthToSpace input should be a 4-D numeric tensor")}},9828:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createDotProductProgramInfoLoader=void 0;const r=n(2517),o=n(5060),i=n(2039),a=n(2823),s=n(3248);t.createDotProductProgramInfoLoader=(e,t,n,u)=>{const l=((e,t)=>({name:"ConvDotProduct",inputNames:e?["Im2Col","K","B"]:["Im2Col","K"],inputTypes:e?[i.TextureType.unpacked,i.TextureType.packedLastDimension,i.TextureType.unpacked]:[i.TextureType.unpacked,i.TextureType.packedLastDimension],cacheKey:t.activationCacheKey}))(t.length>2,u);return Object.assign(Object.assign({},l),{get:()=>((e,t,n,u,l)=>{const c=n[0].dims,f=n[1].dims,d=[f[0],Math.ceil(c[1]*f[2]*f[3]/4)],p=(0,s.calculateIm2ColDims)(c,f,u),[h,g]=e.calculateTextureWidthAndHeight(d,i.TextureType.packedLastDimension),m=r.ShapeUtil.computeStrides(p),[b,y]=e.calculateTextureWidthAndHeight(p,i.TextureType.packedLastDimension),A=u.length,v=n.length<3?"0.0":"_B(b)",w=Math.ceil(c[1]*f[2]*f[3]/4),{activationFunction:_,applyActivation:x}=(0,a.getActivationSnippet)(l),T=(0,o.getGlsl)(e.session.backend.glContext.version),E=`\n${_}\nfloat process(int indices[${A}]) {\n  int b[1];\n  b[0] = indices[1];\n  int im2col[4];\n  im2col[0] = indices[0];\n  im2col[1] = indices[2];\n  im2col[2] = indices[3];\n  int im2colOffset = im2col[0] * ${m[0]} + im2col[1] * ${m[1]} + im2col[2] * ${m[2]};\n  int kernelOffset = indices[1] * ${d[1]};\n  float value = ${v};\n  for (int i = 0; i < ${w}; ++i) {\n    vec2 im2colCoords = offsetToCoords(im2colOffset, ${b}, ${y});\n    vec2 kernelCoords = offsetToCoords(kernelOffset, ${h}, ${g});\n    value += dot(${T.texture2D}(Im2Col, im2colCoords), ${T.texture2D}(K, kernelCoords));\n    ++im2colOffset;\n    ++kernelOffset;\n  }\n  ${x}\n  return value;\n}`;return Object.assign(Object.assign({},t),{output:{dims:u,type:n[0].type,textureType:i.TextureType.unpacked},shaderSource:E})})(e,l,t,n,u)})}},7992:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseFlattenAttributes=t.flatten=void 0;const r=n(2517);t.flatten=(e,t,n)=>{o(t,n);const i=r.ShapeUtil.flattenShape(t[0].dims,n);return[e.reshapeUnpacked(t[0],i)]},t.parseFlattenAttributes=e=>e.attributes.getInt("axis",1);const o=(e,t)=>{if(!e||1!==e.length)throw new Error("Flatten requires 1 input.");const n=e[0].dims.length;if(0===n)throw new Error("scalar tensor is not supported.");if(t<-n||t>n)throw new Error("Invalid axis");if("string"===e[0].type)throw new Error("string tensor is not supported.")}},2823:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseInternalActivationAttributes=t.getActivationSnippet=void 0;const r=n(2517),o=n(4909);t.getActivationSnippet=function(e){let t;switch(e.activation){case"Relu":t=(0,o.glslRelu)();break;case"Sigmoid":t=(0,o.glslSigmoid)();break;case"Clip":t=(0,o.glslClip)(e.clipMin,e.clipMax);break;default:return{activationFunction:"",applyActivation:""}}const n=t.name;return{activationFunction:t.body,applyActivation:`value = ${n}_(value);`}},t.parseInternalActivationAttributes=e=>{const t=e.getString("activation","");if("Clip"===t){const[n,o]=e.getFloats("activation_params",[r.MIN_CLIP,r.MAX_CLIP]);return{activation:t,clipMax:o,clipMin:n,activationCacheKey:`${t}:${n},${o}`}}return{activation:t,activationCacheKey:t}}},1253:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseGatherAttributes=t.gather=void 0;const r=n(246),o=n(782),i=n(2517),a=n(2039);t.gather=(e,t,n)=>(l(t,n.axis),[e.run(u(e,t,n),t)]),t.parseGatherAttributes=e=>(0,r.createAttributeWithCacheKey)({axis:e.attributes.getInt("axis",0)});const s={name:"Gather",inputNames:["A","B"],inputTypes:[a.TextureType.unpacked,a.TextureType.unpacked]},u=(e,t,n)=>{const r=Object.assign(Object.assign({},s),{cacheHint:n.cacheKey});return Object.assign(Object.assign({},r),{get:()=>((e,t,n,r)=>{const o=n[0].dims.slice(),s=n[1].dims.slice(),u=new Array(o.length+s.length-1);r=i.ShapeUtil.normalizeAxis(r,o.length);const l=[];for(let e=0;e<u.length;e++)e<r?(u[e]=o[e],l.push(`inputIdx[${e}] = outputIdx[${e}];`)):e<r+s.length?(u[e]=s[e-r],l.push(`indexDataIdx[${e-r}] = outputIdx[${e}];`)):(u[e]=o[e-s.length+1],l.push(`inputIdx[${e-s.length+1}] = outputIdx[${e}];`));const c=`\n      float process(int outputIdx[${u.length||1}]) {\n        int inputIdx[${o.length}];\n        int indexDataIdx[${s.length||1}];\n        indexDataIdx[0] = 0;\n        ${l.join("\n        ")}\n        int idx = int(_B(indexDataIdx));\n        inputIdx[${r}] = idx < 0 ? idx + ${o[r]} : idx;\n        return _A(inputIdx);\n      }`;return Object.assign(Object.assign({},t),{output:{dims:u,type:n[0].type,textureType:a.TextureType.unpacked},shaderSource:c})})(0,r,t,n.axis)})},l=(e,t)=>{if(!e||2!==e.length)throw new Error("Gather requires 2 inputs.");const n=e[0].dims.length;if(n<1)throw new Error("Invalid input shape.");if(t<-n||t>n-1)throw new Error("Invalid axis.");if(-1===o.NUMBER_TYPES.indexOf(e[0].type))throw new Error("Invaid input type.");if("int32"!==e[1].type&&"int16"!==e[1].type)throw new Error("Invaid input type.")}},4776:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseGemmAttributesV11=t.parseGemmAttributesV7=t.gemm=void 0;const r=n(246),o=n(2517),i=n(2039);t.gemm=(e,t,n)=>(l(t,n),[e.run(s(t,n),t)]);const a=(e,t)=>{const n=0!==e.attributes.getInt("transA",0),o=0!==e.attributes.getInt("transB",0),i=e.attributes.getFloat("alpha",1),a=e.attributes.getFloat("beta",1);return(0,r.createAttributeWithCacheKey)({transA:n,transB:o,alpha:i,beta:a,isOptionalC:t})};t.parseGemmAttributesV7=e=>a(e,!1),t.parseGemmAttributesV11=e=>a(e,!0);const s=(e,t)=>{const n={name:"Gemm",inputNames:3===e.length?["A","B","C"]:["A","B"],inputTypes:3===e.length?[i.TextureType.unpacked,i.TextureType.unpacked,i.TextureType.unpacked]:[i.TextureType.unpacked,i.TextureType.unpacked],key:t.cacheKey};return Object.assign(Object.assign({},n),{get:()=>u(n,e,t)})},u=(e,t,n)=>{const r=t[0].dims.slice(),a=t[1].dims.slice(),[s,u]=o.GemmUtil.getShapeOfGemmResult(r,n.transA,a,n.transB,3===t.length?t[2].dims:void 0),l=[s,u];if(!l)throw new Error("Can't use gemm on the given tensors");let c=r[r.length-1],f="";n.transA&&(c=r[0]),n.transA&&n.transB?f="value += _A_T(a) * _B_T(b);":n.transA&&!n.transB?f="value += _A_T(a) * _B(b);":!n.transA&&n.transB?f="value += _A(a) * _B_T(b);":n.transA||n.transB||(f="value += _A(a) * _B(b);");const d=l.length,p=`\n      float process(int indices[${d}]) {\n          int a[${d}];\n          int b[${d}];\n          ${3===t.length?`int c[${t[2].dims.length}];`:""}\n\n          copyVec(indices, a);\n          copyVec(indices, b);\n          ${3===t.length?"bcastIndices_C(indices, c);":""}\n\n          float value = 0.0;\n          for (int k=0; k<${c}; ++k) {\n              a[${d-1}] = k;\n              b[${d-2}] = k;\n              ${f}\n          }\n\n          value = value * alpha;\n          ${3===t.length?"value += beta * _C(c);":""}\n          return value;\n      }`;return Object.assign(Object.assign({},e),{output:{dims:l,type:t[0].type,textureType:i.TextureType.unpacked},variables:[{name:"alpha",type:"float",data:n.alpha},{name:"beta",type:"float",data:n.beta}],shaderSource:p})},l=(e,t)=>{if(!e)throw new Error("Input is missing");if(t.isOptionalC&&(e.length<2||e.length>3))throw new Error("Invaid input shape.");if(!t.isOptionalC&&3!==e.length)throw new Error("Gemm requires 3 inputs");if(3===e.length&&1!==e[2].dims.length&&2!==e[2].dims.length)throw new Error("Invalid input shape of C");if("float32"!==e[0].type&&"float64"!==e[0].type||"float32"!==e[1].type&&"float64"!==e[1].type||3===e.length&&"float32"!==e[2].type&&"float64"!==e[2].type)throw new Error("Invalid input type.");if(e[0].type!==e[1].type||3===e.length&&e[0].type!==e[2].type)throw new Error("Input types are mismatched")}},8555:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createPackedIm2ColProgramInfoLoader=void 0;const r=n(5060),o=n(2039),i=n(2827);t.createPackedIm2ColProgramInfoLoader=(e,t,n,a,s)=>{const u=(l=s.cacheKey,{name:"Im2Col (packed)",inputNames:["A"],inputTypes:[o.TextureType.packed],cacheHint:l});var l;return Object.assign(Object.assign({},u),{get:()=>((e,t,n,a,s,u)=>{const l=n.dims,c=a.dims,f=s.length,d=[c[1]*c[2]*c[3],s[2]*s[3]],p=c[2]*c[3],h=(0,i.unpackFromChannel)(),g=(0,r.getGlsl)(e.session.backend.glContext.version);let m="";for(let e=0;e<=1;e++)for(let t=0;t<=1;t++)m+=`\n            blockIndex = rc.x + ${t};\n            pos = rc.y + ${e};\n\n            if(blockIndex < ${d[1]} && pos < ${d[0]}) {\n              offsetY = int(blockIndex / (${s[f-1]})) * ${u.strides[0]} -\n                ${u.pads[0]};\n              d0 = offsetY + ${u.dilations[0]} * (imod(pos, ${p}) / ${c[2]});\n\n              if(d0 < ${l[2]} && d0 >= 0) {\n                offsetX = imod(blockIndex, ${s[f-1]}) * ${u.strides[1]} -\n                  ${u.pads[1]};\n                d1 = offsetX + ${u.dilations[1]} * imod(imod(pos, ${p}), ${c[2]});\n\n                if(d1 < ${l[3]} && d1 >= 0) {\n\n                  ch = int(float(pos)/ ${p}.);\n                    innerDims = vec2(d0, d1);\n                    result[${2*e+t}] = getChannel(\n                      getA(0, ch, int(innerDims.x),\n                      int(innerDims.y)), innerDims);\n                }\n              }\n            }\n\n          `;const b=`\n      ${h}\n\n      void main() {\n        ivec2 rc = getOutputCoords();\n          vec4 result = vec4(0.0);\n          int blockIndex, pos, offsetY, d0, offsetX, d1, ch;\n          vec2 innerDims;\n          ${m}\n          ${g.output} = result;\n      }\n            `;return Object.assign(Object.assign({},t),{output:{dims:d,type:n.type,textureType:o.TextureType.packed},shaderSource:b,hasMain:!0})})(e,u,t,n,a,s)})}},3248:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.calculateIm2ColDims=t.createIm2ColProgramInfoLoader=void 0;const r=n(2039);t.createIm2ColProgramInfoLoader=(e,n,o,i,a)=>{const s=(u=a.cacheKey,{name:"Im2Col",inputNames:["X"],inputTypes:[r.TextureType.unpacked],cacheHint:u});var u;return Object.assign(Object.assign({},s),{get:()=>((e,n,o,i,a,s)=>{const u=o.dims,l=i.dims,c=a.length,f=(0,t.calculateIm2ColDims)(u,l,a,4),d=`\n        const int XC = ${u[1]};\n        const int XH = ${u[2]};\n        const int XW = ${u[3]};\n        const int KH = ${s.kernelShape[0]};\n        const int KW = ${s.kernelShape[1]};\n        const int dilationH = ${s.dilations[0]};\n        const int dilationW = ${s.dilations[1]};\n        const int strideH = ${s.strides[0]};\n        const int strideW = ${s.strides[1]};\n        const int padH = ${s.pads[0]};\n        const int padW = ${s.pads[1]};\n        const int KHKW = KH*KW;\n        const int XCKHKW = XC * KHKW;\n        const int outputChannels = 4;\n        vec4 process(int indices[${c}]) {\n          int b  = indices[0]; // batch size\n          int oh = indices[1] * strideH - padH; //output height\n          int ow = indices[2] * strideW - padW; //output width\n          int p = indices[3] * outputChannels; //patch\n          vec4 value = vec4(0.0);\n          for(int i=0; i < outputChannels; ++i) {\n            if(p < XCKHKW) {\n              int patchC = p / KHKW;\n              int patchH = (p - patchC*KHKW) / KW;\n              int patchW = (p - patchC*KHKW) - patchH * KW;\n              int xh2 = oh + patchH * dilationH;\n              int xw2 = ow + patchW * dilationW;\n              int x[${u.length}];\n              x[0] = b;\n              x[1] = patchC;\n              x[2] = xh2;\n              x[3] = xw2;\n              if(xh2 >= 0 &&\n                  xh2 < XH &&\n                  xw2 >= 0 &&\n                  xw2 < XW) {\n                value[i] = _X(x);\n              }\n            }\n            ++p;\n          }\n          return value;\n        }\n        `;return Object.assign(Object.assign({},n),{output:{dims:f,type:o.type,textureType:r.TextureType.packedLastDimension},shaderSource:d})})(0,s,n,o,i,a)})},t.calculateIm2ColDims=(e,t,n,r=4)=>[n[0],n[2],n[3],Math.ceil(e[1]*t[2]*t[3]/r)]},6572:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseImageScalerAttributes=t.imageScaler=void 0;const r=n(246),o=n(2039);t.imageScaler=(e,t,n)=>(u(t),[e.run(a(e,t,n),t)]),t.parseImageScalerAttributes=e=>{const t=e.attributes.getFloat("scale"),n=e.attributes.getFloats("bias");return(0,r.createAttributeWithCacheKey)({scale:t,bias:n})};const i={name:"ImageScaler",inputNames:["X"],inputTypes:[o.TextureType.unpacked]},a=(e,t,n)=>{const r=Object.assign(Object.assign({},i),{cacheHint:n.cacheKey});return Object.assign(Object.assign({},r),{get:()=>((e,t,n,r)=>{const i=n[0].dims.slice(),a=i.length,u=`\n      ${s(r.bias.length)}\n      float process(int indices[${a}]) {\n        return _X(indices) * scale + getBias(bias, indices[1]);\n      }`;return Object.assign(Object.assign({},t),{output:{dims:i,type:n[0].type,textureType:o.TextureType.unpacked},variables:[{name:"bias",type:"float",arrayLength:r.bias.length,data:r.bias},{name:"scale",type:"float",data:r.scale}],shaderSource:u})})(0,r,t,n)})},s=e=>{const t=[`float getBias(float bias[${e}], int channel) {`];for(let n=0;n<e;++n)0===n?t.push(`\tif (channel == ${n}) { return bias[${n}]; }`):n===e-1?t.push(`\telse { return bias[${n}]; }`):t.push(`\telse if (channel == ${n}) { return bias[${n}]; }`);return t.push("\t}"),t.join("\n")},u=e=>{if(!e||1!==e.length)throw new Error("ImageScaler requires 1 input.");if(4!==e[0].dims.length)throw new Error("Invalid input shape.");if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("Invalid input type.")}},3346:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseInstanceNormalizationAttributes=t.instanceNormalization=void 0;const r=n(5060),o=n(2039);t.instanceNormalization=(e,t,n)=>{l(t);const r=e.run(a(t[0]),t);return[e.run(u(e,t[0],n,r.dims),[t[0],r,t[1],t[2]])]},t.parseInstanceNormalizationAttributes=e=>e.attributes.getFloat("epsilon",1e-5);const i={name:"InstanceNormalization_MeanAndVariance",inputNames:["X"],inputTypes:[o.TextureType.unpacked]},a=e=>Object.assign(Object.assign({},i),{get:()=>((e,t)=>{const n=t.dims.slice(),r=n[1],i=n[2]*n[3],a=[n[0],r],s=`\n      vec4 process(int[2] indices) {\n        vec4 v = vec4(0.0);\n        int a[4];\n        a[0] = indices[0];\n        a[1] = indices[1];\n        float temp = 0.0;\n        for(int a2=0; a2<${n[2]}; a2++) {\n          a[2] = a2;\n          for(int a3=0; a3<${n[3]}; a3++) {\n            a[3] = a3;\n            float x = _X(a);\n            temp += x;\n          }\n        }\n        float mean = temp / float(${i});\n        temp = 0.0;\n        for(int a2=0; a2<${n[2]}; a2++) {\n          a[2] = a2;\n          for(int a3=0; a3<${n[3]}; a3++) {\n            a[3] = a3;\n            float x = _X(a);\n            temp += (x - mean) * (x - mean);\n          }\n        }\n        v.r = mean;\n        v.g = temp / float(${i});\n\n        return v;\n      }`;return Object.assign(Object.assign({},e),{output:{dims:a,type:t.type,textureType:o.TextureType.packedLastDimension},shaderSource:s})})(i,e)}),s={name:"InstanceNormalization_ComputeOutput",inputNames:["X","MeanAndVariance","Scale","B"],inputTypes:[o.TextureType.unpacked,o.TextureType.packedLastDimension,o.TextureType.unpacked,o.TextureType.unpacked]},u=(e,t,n,i)=>{const a=Object.assign(Object.assign({},s),{cacheHint:`${n}`});return Object.assign(Object.assign({},a),{get:()=>((e,t,n,i,a)=>{const s=(0,r.getGlsl)(e.session.backend.glContext.version),[u,l]=e.calculateTextureWidthAndHeight(a,o.TextureType.packedLastDimension),[c,f]=[u/4,l],d=`\n      vec4 get_MeanAndVariance(int[2] mv) {\n        int offset = indicesToOffset_MeanAndVariance(mv);\n        vec2 coords = offsetToCoords(offset, ${c}, ${f});\n        return ${s.texture2D}(MeanAndVariance, coords);\n      }\n\n      float process(int[4] indices) {\n        int mv[2];\n        mv[0] = indices[0];\n        mv[1] = indices[1];\n        vec4 mean_and_variance = get_MeanAndVariance(mv);\n        float mean = mean_and_variance.r;\n        float variance = mean_and_variance.g;\n\n        int sb[1];\n        sb[0] = indices[1];\n        float scale = _Scale(sb);\n        float b = _B(sb);\n\n        return scale * (_X(indices) - mean) / sqrt(variance + epsilon) + b;\n      }`;return Object.assign(Object.assign({},t),{output:{dims:n.dims,type:n.type,textureType:o.TextureType.unpacked},variables:[{name:"epsilon",type:"float",data:i}],shaderSource:d})})(e,a,t,n,i)})},l=e=>{if(!e||3!==e.length)throw new Error("InstanceNormalization requires 3 inputs.");const t=e[0],n=e[1],r=e[2];if(t.dims.length<3||1!==n.dims.length||1!==r.dims.length)throw new Error("Invalid input shape.");if(n.dims[0]!==t.dims[1]||r.dims[0]!==t.dims[1])throw new Error("Input shapes are mismatched.");if("float32"!==t.type&&"float64"!==t.type||"float32"!==n.type&&"float64"!==n.type||"float32"!==r.type&&"float64"!==r.type)throw new Error("Invalid input type.");if(4!==e[0].dims.length)throw new Error("Only support 4-D input shape.")}},708:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.createPackedMatmulProgramInfoLoader=void 0;const r=n(2517),o=n(5060),i=n(2039),a=n(9390),s=n(2823),u=n(5623);t.createPackedMatmulProgramInfoLoader=(e,t,n)=>{const l=(c=t.length>2,f=n.activationCacheKey,{name:"MatMul (packed)",inputNames:c?["A","B","Bias"]:["A","B"],inputTypes:c?[i.TextureType.packed,i.TextureType.packed,i.TextureType.packed]:[i.TextureType.packed,i.TextureType.packed],cacheHint:f});var c,f;return Object.assign(Object.assign({},l),{get:()=>((e,t,n,l)=>{const c=n.length>2,f=c?"value += getBiasForMatmul();":"",d=n[0].dims,p=n[1].dims,h=r.BroadcastUtil.calcShape(d,p,!0),g=!r.ShapeUtil.areEqual(n[0].dims,n[1].dims);if(!h)throw new Error("Can't use matmul on the given tensors");const m=d[d.length-1],b=Math.ceil(m/2),y=d.length,A=p.length,v=(0,o.getGlsl)(e.session.backend.glContext.version),w=(0,a.getCoordsDataType)(h.length),_=h.length,x=(0,a.getGlChannels)(),{activationFunction:T,applyActivation:E}=(0,s.getActivationSnippet)(l),S=c?`${(0,u.getBiasForMatmul)(w,x,n[2].dims,h,!0)}`:"",O=g?`${function(e,t,n,o){let i=[],a=[];const s=n[0].dims,u=n[1].dims,l=s.length,c=u.length,f=o.length,d=f-l,p=f-c;i=s.map(((e,n)=>`coords.${t[n+d]}`)),i[l-1]="i*2",i.join(", "),a=u.map(((e,n)=>`coords.${t[n+p]}`)),a[c-2]="i*2",a.join(", ");const h=r.BroadcastUtil.getBroadcastDims(s,o),g=r.BroadcastUtil.getBroadcastDims(u,o),m=h.map((e=>`coords.${t[e+d]} = 0;`)).join("\n"),b=g.map((e=>`coords.${t[e+p]} = 0;`)).join("\n"),y=`int lastDim = coords.${t[f-1]};\n  coords.${t[f-1]} = coords.${t[f-2]};\n  coords.${t[f-2]} = lastDim;`;return`\nvec4 getAAtOutCoordsMatmul(int i) {\n  ${e} coords = getOutputCoords();\n  ${y}\n  ${m}\n  vec4 outputValue = 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}\n              ${f}\n              ${E}\n              ${v.output} = value;\n            }`;return Object.assign(Object.assign({},t),{output:{dims:h,type:n[0].type,textureType:i.TextureType.packed},shaderSource:P,hasMain:!0})})(e,l,t,n)})}},5623:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.getBiasForMatmul=t.createMatmulProgramInfoLoader=t.parseMatMulAttributes=t.matMul=void 0;const r=n(2517),o=n(2039),i=n(9390),a=n(2823),s=n(708);function u(e,t){const n=(s=e.length>2,u=t.activationCacheKey,{name:"MatMul",inputNames:s?["A","B","Bias"]:["A","B"],inputTypes:s?[o.TextureType.unpacked,o.TextureType.unpacked,o.TextureType.unpacked]:[o.TextureType.unpacked,o.TextureType.unpacked],cacheHint:u});var s,u;return Object.assign(Object.assign({},n),{get:()=>function(e,t,n){const s=t[0].dims,u=t[1].dims,l=r.BroadcastUtil.calcShape(s,u,!0);if(!l)throw new Error("Can't use matmul on the given tensors");const f=(0,i.getCoordsDataType)(l.length),d=(0,i.getGlChannels)(),{activationFunction:p,applyActivation:h}=(0,a.getActivationSnippet)(n),g=t.length>2,m=g?"value += getBiasForMatmul();":"",b=g?`${c(f,d,t[2].dims,l,!1)}`:"",y=l.length,A=s.length,v=u.length,w=`\n    ${p}\n    ${b}\n    float process(int indices[${y}]) {\n        int a[${A}];\n        int b[${v}];\n        bcastMatmulIndices_A(indices, a);\n        bcastMatmulIndices_B(indices, b);\n\n        float value;\n        for (int k=0; k<${s[s.length-1]}; ++k) {\n            a[${A-1}] = k;\n            b[${v-2}] = k;\n            value += _A(a) * _B(b);\n        }\n        ${m}\n        ${h}\n        return value;\n    }`;return Object.assign(Object.assign({},e),{output:{dims:l,type:t[0].type,textureType:o.TextureType.unpacked},shaderSource:w})}(n,e,t)})}t.matMul=(e,t,n)=>(l(t),e.session.pack?[e.run((0,s.createPackedMatmulProgramInfoLoader)(e,t,n),t)]:[e.run(u(t,n),t)]),t.parseMatMulAttributes=e=>(0,a.parseInternalActivationAttributes)(e.attributes),t.createMatmulProgramInfoLoader=u;const l=e=>{if(!e||2!==e.length)throw new Error("MatMul requires 2 inputs.");if(e[0].dims[e[0].dims.length-1]!==e[1].dims[e[1].dims.length-2])throw new Error("shared dimension does not match.");if("float32"!==e[0].type&&"float64"!==e[0].type||"float32"!==e[1].type&&"float64"!==e[1].type)throw new Error("inputs should be float type");if(e[0].type!==e[1].type)throw new Error("inputs types should match")};function c(e,t,n,o,i){let a="";const s=n.length,u=o.length,l=u-s;a=u<2&&s>0?"coords":n.map(((e,n)=>`coords.${t[n+l]}`)).join(", ");const c=r.BroadcastUtil.getBroadcastDims(n,o).map((e=>`coords.${t[e+l]} = 0;`)).join("\n");let 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Object.assign(Object.assign({},s),{hasMain:!0,output:{dims:t.dims,type:t.type,textureType:o.TextureType.packed},shaderSource:w})})(e,t)})},2827:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.unpackFromChannel=t.getChannels=t.getVecChannels=void 0;const r=n(9390);function o(e,t){return(0,r.getGlChannels)(t).map((t=>`${e}.${t}`))}t.getVecChannels=o,t.getChannels=function(e,t){return 1===t?[e]:o(e,t)},t.unpackFromChannel=function(){return"\n    float getChannel(vec4 frag, int dim) {\n      int modCoord = imod(dim, 2);\n      return modCoord == 0 ? frag.r : frag.g;\n    }\n\n    float getChannel(vec4 frag, vec2 innerDims) {\n      vec2 modCoord = mod(innerDims, 2.);\n      return modCoord.x == 0. ?\n        (modCoord.y == 0. ? frag.r : frag.g) :\n        (modCoord.y == 0. ? frag.b : frag.a);\n    }\n  "}},2870:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parsePadAttributesV11=t.padV11=t.parsePadAttributesV2=t.padV2=void 0;const r=n(246),o=n(2517),i=n(5060),a=n(2039),s={name:"Pad",inputNames:["A"],inputTypes:[a.TextureType.unpacked]};t.padV2=(e,t,n)=>(c(t),[e.run(Object.assign(Object.assign({},s),{cacheHint:n.cacheKey,get:()=>l(e,t[0],n)}),t)]),t.parsePadAttributesV2=e=>{const t=e.attributes.getString("mode","constant"),n=e.attributes.getFloat("value",0),o=e.attributes.getInts("pads");return(0,r.createAttributeWithCacheKey)({mode:t,value:n,pads:o})},t.padV11=(e,n,r)=>{f(n);const o=u(e,n,r);return(0,t.padV2)(e,[n[0]],o)},t.parsePadAttributesV11=e=>e.attributes.getString("mode","constant");const u=(e,t,n)=>{if(!e.session.isInitializer(t[1].dataId)||t.length>=3&&!e.session.isInitializer(t[2].dataId))throw new Error("dynamic pad attributes are not allowed");const o=Array.from(t[1].integerData),i=t.length>=3?t[2].floatData[0]:0;return(0,r.createAttributeWithCacheKey)({mode:n,pads:o,value:i})},l=(e,t,n)=>{const r=o.ShapeUtil.padShape(t.dims.slice(),n.pads),i=r.length,s=`\n      ${d(e,t,n)}\n      float process(int[${i}] indices) {\n          return padA(indices);\n      }`;return{name:"Pad",inputNames:["A"],inputTypes:[a.TextureType.unpacked],output:{dims:r,type:t.type,textureType:a.TextureType.unpacked},shaderSource:s}},c=e=>{if(!e||1!==e.length)throw new Error("Pad requires 1 input");if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("Invalid input type.")},f=e=>{if(!e||2!==e.length&&3!==e.length)throw new Error("Pad requires 2 or 3 inputs");if("int32"!==e[1].type)throw new Error("Invalid input type.");if(e.length>=3&&"string"===e[2].type)throw new Error("Invalid input type.")},d=(e,t,n)=>{const r=(0,i.getGlsl)(e.session.backend.glContext.version),[s,u]=e.calculateTextureWidthAndHeight(t.dims,a.TextureType.unpacked),l=o.ShapeUtil.computeStrides(t.dims);switch(n.mode){case"constant":return p(r,t.dims,l,s,u,n.pads,n.value);case"reflect":return h(r,t.dims,l,s,u,n.pads);case"edge":return g(r,t.dims,l,s,u,n.pads);default:throw new Error("Invalid mode")}},p=(e,t,n,r,o,i,a)=>{const s=t.length;let u="";for(let e=s-1;e>=0;--e)u+=`\n        k = m[${e}] - ${i[e]};\n        if (k < 0)  return constant;\n        if (k >= ${t[e]}) return constant;\n        offset += k * ${n[e]};\n        `;return`\n      float padA(int m[${s}]) {\n        const float constant = float(${a});\n        int offset = 0;\n        int k = 0;\n        ${u}\n        vec2 coords = offsetToCoords(offset, ${r}, ${o});\n        float value = getColorAsFloat(${e.texture2D}(A, coords));\n        return value;\n      }\n      `},h=(e,t,n,r,o,i)=>{const a=t.length;let s="";for(let e=a-1;e>=0;--e)s+=`\n        k = m[${e}] - ${i[e]};\n        if (k < 0) { k = -k; }\n        {\n          const int _2n_1 = ${2*(t[e]-1)};\n          k = int( mod( float(k), float(_2n_1) ) ) ;\n          if(k >= ${t[e]}) { k = _2n_1 - k; }\n        }\n        offset += k * ${n[e]};\n        `;return`\n      float padA(int m[${a}]) {\n        int offset = 0;\n        int k = 0;\n        ${s}\n        vec2 coords = offsetToCoords(offset, ${r}, ${o});\n        float value = getColorAsFloat(${e.texture2D}(A, coords));\n        return value;\n      }\n      `},g=(e,t,n,r,o,i)=>{const a=t.length;let s="";for(let e=a-1;e>=0;--e)s+=`\n        k = m[${e}] - ${i[e]};\n        if (k < 0)  k = 0;\n        if (k >= ${t[e]}) k = ${t[e]-1};\n        offset += k * ${n[e]};\n      `;return`\n      float padA(int m[${a}]) {\n        int offset = 0;\n        int k = 0;\n        ${s}\n        vec2 coords = offsetToCoords(offset, ${r}, ${o});\n        float value = getColorAsFloat(${e.texture2D}(A, coords));\n        return value;\n      }\n      `}},2143:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.globalMaxPool=t.parseMaxPoolAttributes=t.maxPool=t.parseGlobalAveragePoolAttributes=t.globalAveragePool=t.parseAveragePoolAttributes=t.averagePool=void 0;const r=n(246),o=n(2517),i=n(2039);t.averagePool=(e,t,n)=>{f(t);const r={name:"AveragePool",inputNames:["X"],inputTypes:[i.TextureType.unpacked],cacheHint:n.cacheKey};return[e.run(Object.assign(Object.assign({},r),{get:()=>a(t,r,!1,n)}),t)]},t.parseAveragePoolAttributes=e=>{const t=e.attributes.getString("auto_pad","NOTSET"),n=e.attributes.getInt("ceil_mode",0),o=0!==e.attributes.getInt("count_include_pad",0),i=e.attributes.getInts("kernel_shape"),a=e.attributes.getInts("strides",[]),s=e.attributes.getInts("pads",[]);if(0!==n)throw new Error("using ceil() in shape computation is not yet supported for AveragePool");return(0,r.createAttributeWithCacheKey)({autoPad:t,ceilMode:n,countIncludePad:o,kernelShape:i,strides:a,pads:s})};const a=(e,t,n,r)=>{const[a,s]=u(e,r,n),l=o.ShapeUtil.size(a.kernelShape);let c="";a.countIncludePad?c+=`value /= float(${l});`:c+=`value /= float(${l} - pad);`;const f=`\n        ${d(e[0].dims,a,"value += _X(x);",c,"0.0")}\n      `;return Object.assign(Object.assign({},t),{output:{dims:s,type:e[0].type,textureType:i.TextureType.unpacked},shaderSource:f})};t.globalAveragePool=(e,t,n)=>{f(t);const r={name:"GlobalAveragePool",inputNames:["X"],inputTypes:[i.TextureType.unpacked],cacheHint:`${n.countIncludePad}`};return[e.run(Object.assign(Object.assign({},r),{get:()=>a(t,r,!0,n)}),t)]},t.parseGlobalAveragePoolAttributes=e=>{const t=0!==e.attributes.getInt("count_include_pad",0);return(0,r.createAttributeWithCacheKey)({autoPad:"",ceilMode:0,countIncludePad:t,kernelShape:[],strides:[],pads:[]})},t.maxPool=(e,t,n)=>{f(t);const r={name:"MaxPool",inputNames:["X"],inputTypes:[i.TextureType.unpacked],cacheHint:n.cacheKey};return[e.run(Object.assign(Object.assign({},r),{get:()=>s(t,r,!1,n)}),t)]},t.parseMaxPoolAttributes=e=>{const t=e.attributes.getString("auto_pad","NOTSET"),n=e.attributes.getInt("ceil_mode",0),o=e.attributes.getInts("kernel_shape"),i=e.attributes.getInts("strides",[]),a=e.attributes.getInts("pads",[]),s=e.attributes.getInt("storage_order",0),u=e.attributes.getInts("dilations",[]);if(0!==s)throw new Error("column major storage order is not yet supported for MaxPool");if(0!==n)throw new Error("using ceil() in shape computation is not yet supported for MaxPool");return(0,r.createAttributeWithCacheKey)({autoPad:t,ceilMode:n,countIncludePad:!1,kernelShape:o,strides:i,pads:a,storageOrder:s,dilations:u})};const s=(e,t,n,r)=>{const[o,a]=u(e,r,n),s=`\n      ${d(e[0].dims,o,"\n      value = max(_X(x), value);\n    ","","-1e5")}\n    `;return Object.assign(Object.assign({},t),{output:{dims:a,type:e[0].type,textureType:i.TextureType.unpacked},shaderSource:s})},u=(e,t,n)=>{const r=e[0].dims.slice(),i=Object.hasOwnProperty.call(t,"dilations"),a=t.kernelShape.slice(),s=t.strides.slice(),u=i?t.dilations.slice():[],l=t.pads.slice();o.PoolConvUtil.adjustPoolAttributes(n,r,a,s,u,l);const c=o.PoolConvUtil.computePoolOutputShape(n,r,s,u,a,l,t.autoPad),f=Object.assign({},t);return i?Object.assign(f,{kernelShape:a,strides:s,pads:l,dilations:u,cacheKey:t.cacheKey}):Object.assign(f,{kernelShape:a,strides:s,pads:l,cacheKey:t.cacheKey}),[f,c]},l={autoPad:"",ceilMode:0,countIncludePad:!1,kernelShape:[],strides:[],pads:[],storageOrder:0,dilations:[],cacheKey:""},c={name:"GlobalMaxPool",inputNames:["X"],inputTypes:[i.TextureType.unpacked]};t.globalMaxPool=(e,t)=>(f(t),[e.run(Object.assign(Object.assign({},c),{get:()=>s(t,c,!0,l)}),t)]);const f=e=>{if(!e||1!==e.length)throw new Error("Pool ops requires 1 input.");if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("Invalid input type.")},d=(e,t,n,r,i)=>{const a=e.length;if(t.kernelShape.length<=2){const o=t.kernelShape[t.kernelShape.length-1],s=t.strides[t.strides.length-1],u=t.pads[t.pads.length/2-1],l=t.pads[t.pads.length-1],c=e[a-1];let f="",d="",p="";if(f=u+l!==0?`\n          for (int i = 0; i < ${o}; i++) {\n            x[${a} - 1] = indices[${a} - 1] * ${s} - ${u} + i;\n            if (x[${a} - 1] < 0 || x[${a} - 1] >= ${c}) {\n              pad++;\n              continue;\n            }\n            ${n}\n          }`:`\n          for (int i = 0; i < ${o}; i++) {\n            x[${a} - 1] = indices[${a} - 1] * ${s} - ${u} + i;\n            ${n}\n          }`,2===t.kernelShape.length){const n=t.kernelShape[t.kernelShape.length-2],r=t.strides[t.strides.length-2],i=t.pads[t.pads.length/2-2],s=t.pads[t.pads.length-2],u=e[a-2];d=i+s!==0?`\n            for (int j = 0; j < ${n}; j++) {\n              x[${a} - 2] = indices[${a} - 2] * ${r} - ${i} + j;\n              if (x[${a} - 2] < 0 || x[${a} - 2] >= ${u}) {\n                pad+= ${o};\n                continue;\n              }\n          `:`\n            for (int j = 0; j < ${n}; j++) {\n              x[${a} - 2] = indices[${a} - 2] * ${r} - ${i} + j;\n            `,p="\n          }\n        "}return`\n        float process(int indices[${a}]) {\n          int x[${a}];\n          copyVec(indices, x);\n\n          float value = ${i};\n          int pad = 0;\n          ${d}\n          ${f}\n          ${p}\n          ${r}\n          return value;\n        }\n      `}{const s=o.ShapeUtil.size(t.kernelShape),u=o.ShapeUtil.computeStrides(t.kernelShape),l=u.length,c=t.pads.length,f=h(l),d=p(e,"inputDims"),g=p(t.pads,"pads"),m=p(u,"kernelStrides"),b=p(t.strides,"strides");let y="";return y=t.pads.reduce(((e,t)=>e+t))?`\n            if (x[j] >= inputDims[j] || x[j] < 0) {\n              pad++;\n              isPad = true;\n              break;\n            }\n          }\n          if (!isPad) {\n            ${n}\n          }`:`\n          }\n          ${n}\n        `,`\n        ${f}\n        float process(int indices[${a}]) {\n          int x[${a}];\n          copyVec(indices, x);\n          int offset[${l}];\n          int pads[${c}];\n          int inputDims[${a}];\n          int kernelStrides[${l}];\n          int strides[${l}];\n          ${g}\n          ${d}\n          ${b}\n          ${m}\n\n          float value = ${i};\n          int pad = 0;\n          bool isPad = false;\n          for (int i = 0; i < ${s}; i++) {\n            offsetToIndices(i, kernelStrides, offset);\n            isPad = false;\n            for (int j = ${a} - ${l}; j < ${a}; j++) {\n              x[j] = indices[j] * strides[j - ${a} + ${l}]\n                + offset[j - ${a} + ${l}] - pads[j - 2];\n              ${y}\n          }\n          ${r}\n\n          return value;\n        }\n      `}},p=(e,t)=>{let n="";for(let r=0;r<e.length;r++)n+=`\n      ${t}[${r}] = ${e[r]};\n    `;return n},h=e=>`\n  void offsetToIndices(int offset, int[${e}] strides, out int[${e}] indices) {\n    if (${e} == 0) {\n      return;\n    }\n    for (int i = 0; i < ${e} - 1; ++i) {\n      indices[i] = offset / strides[i];\n      offset -= indices[i] * strides[i];\n    }\n    indices[${e} - 1] = offset;\n  }`},4939:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.reduceLogSumSquare=t.reduceLogSum=t.reduceProd=t.reduceMin=t.reduceMax=t.reduceMean=t.reduceSum=t.parseReduceAttributes=void 0;const r=n(246),o=n(782),i=n(2517),a=n(2039),s=(e,t,n,r,o)=>{l(t);const i={name:r,inputNames:["A"],inputTypes:[a.TextureType.unpacked]};return[e.run(Object.assign(Object.assign({},i),{cacheHint:n.cacheKey,get:()=>u(e,t,n,r,o,i)}),t)]};t.parseReduceAttributes=e=>{const t=e.attributes.getInts("axes",[]),n=1===e.attributes.getInt("keepdims",1);return(0,r.createAttributeWithCacheKey)({axes:t,keepDims:n})};const u=(e,t,n,r,o,s)=>{const u=[],l=t[0].dims.length||1,c=[],f=i.ShapeUtil.normalizeAxes(n.axes,t[0].dims.length),d=o(t,f);let p=d[1];for(let e=0;e<t[0].dims.length;e++)f.indexOf(e)>=0||0===f.length?(n.keepDims&&u.push(1),p=`\n          for(int j${e} = 0; j${e} < ${t[0].dims[e]}; j${e}++) {\n            inputIdx[${e}] = j${e};\n            ${p}\n          }`):(c.push(`inputIdx[${e}] = outputIdx[${u.length}];`),u.push(t[0].dims[e]));const h=`\n      float process(int outputIdx[${u.length||1}]) {\n        float value;                 // final result\n        int inputIdx[${l}];      // addressing input data\n        ${c.join("\n")}\n        ${d[0]}       // init ops for reduce max/min\n        ${p}\n        ${d[2]}       // final computation for reduce mean\n        return value;\n      }`;return Object.assign(Object.assign({},s),{output:{dims:u,type:t[0].type,textureType:a.TextureType.unpacked},shaderSource:h})},l=e=>{if(!e||1!==e.length)throw new Error("Reduce op requires 1 input.");if(-1===o.NUMBER_TYPES.indexOf(e[0].type))throw new Error("Invalid input type.")};t.reduceSum=(e,t,n)=>s(e,t,n,"ReduceSum",(()=>["value = 0.0;","value += _A(inputIdx);",""])),t.reduceMean=(e,t,n)=>s(e,t,n,"ReduceMean",((e,t)=>{let n=1;for(let r=0;r<e[0].dims.length;r++)(t.indexOf(r)>=0||0===t.length)&&(n*=e[0].dims[r]);return["value = 0.0;","value += _A(inputIdx);",`value /= ${n}.;`]})),t.reduceMax=(e,t,n)=>s(e,t,n,"ReduceMax",((e,t)=>{const n=[];for(let r=0;r<e[0].dims.length;r++)(t.indexOf(r)>=0||0===t.length)&&n.push(`inputIdx[${r}] = 0;`);return[`${n.join("\n")}\nvalue = _A(inputIdx);`,"value = max(value, _A(inputIdx));",""]})),t.reduceMin=(e,t,n)=>s(e,t,n,"ReduceMin",((e,t)=>{const n=[];for(let r=0;r<e[0].dims.length;r++)(t.indexOf(r)>=0||0===t.length)&&n.push(`inputIdx[${r}] = 0;`);return[`${n.join("\n")}\nvalue = _A(inputIdx);`,"value = min(value, _A(inputIdx));",""]})),t.reduceProd=(e,t,n)=>s(e,t,n,"ReduceProd",(()=>["value = 1.0;","value *= _A(inputIdx);",""])),t.reduceLogSum=(e,t,n)=>s(e,t,n,"ReduceLogSum",(()=>["value = 0.0;","value += _A(inputIdx);","value = log(value);"])),t.reduceLogSumSquare=(e,t,n)=>s(e,t,n,"ReduceLogSumSquare",(()=>["float t; value = 0.0;","t = _A(inputIdx); value += t * t;",""]))},7019:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.isReshapeCheap=t.processDims3D=t.createPackedReshape3DProgramInfoLoader=void 0;const r=n(2517),o=n(5060),i=n(2039),a=n(2827);t.createPackedReshape3DProgramInfoLoader=(e,t,n)=>{const s=(e=>({name:"Reshape (packed)",inputTypes:[i.TextureType.packed],inputNames:["A"],cacheHint:`${e}`}))(n);return Object.assign(Object.assign({},s),{get:()=>((e,t,n,s)=>{const u=t.dims,l=s;let c="";for(let e=0;e<4;e++){let t="";switch(e){case 0:t="outputCoords = rc;";break;case 1:t="outputCoords = ivec3(rc.x, rc.y+1, rc.z);";break;case 2:t="outputCoords = ivec3(rc.x, rc.y, rc.z+1);";break;case 3:t="outputCoords = ivec3(rc.x, rc.y+1, rc.z+1);";break;default:throw new Error}c+=`\n        ${t}\n        ${e>0?"if(outputCoords.y < rows && outputCoords.z < cols){":""}\n          int flattenedIndex = getFlattenedIndex(outputCoords);\n\n          ivec3 inputRC = inputCoordsFromReshapedOutCoords(flattenedIndex);\n          vec2 innerDims = vec2(float(inputRC.y),float(inputRC.z));\n\n          result[${e}] = getChannel(getA(inputRC.x, inputRC.y, inputRC.z), innerDims);\n\n        ${e>0?"}":""}\n      `}const f=(0,o.getGlsl)(e.session.backend.glContext.version),d=`\n      ${function(e){const t=r.ShapeUtil.computeStrides(e),n=["b","r","c"],o="index";return`\n    ivec3 inputCoordsFromReshapedOutCoords(int index) {\n      ${t.map(((e,r)=>`int ${n[r]} = ${o} / ${e}; ${r===t.length-1?`int ${n[r+1]} = ${o} - ${n[r]} * ${e}`:`index -= ${n[r]} * ${e}`};`)).join("")}\n      return ivec3(b, r, c);\n    }\n  `}(u)}\n      ${function(e){const t=r.ShapeUtil.computeStrides(e);return`\n  int getFlattenedIndex(ivec3 coords) {\n    // reverse y, z order\n    return coords.x * ${t[0]} + coords.z * ${t[1]} + coords.y;\n  }\n`}(l)}\n      ${(0,a.unpackFromChannel)()}\n\n      void main() {\n        ivec3 rc = getOutputCoords();\n\n        vec4 result = vec4(0.0);\n\n        ivec3 outputCoords;\n        int rows = ${l[2]};\n        int cols = ${l[1]};\n\n        ${c}\n        ${f.output} = result;\n      }\n    `;return Object.assign(Object.assign({},n),{output:{dims:l,type:t.type,textureType:i.TextureType.packed},shaderSource:d,hasMain:!0})})(e,t,s,n)})},t.processDims3D=function(e){if(0===e.length)return[1,1,1];let t=1;for(let n=0;n<e.length-2;++n)t*=e[n];return[t,e.length>1?e[e.length-2]:1,e[e.length-1]]},t.isReshapeCheap=function(e,t){let n=!1;return n=0===e.length||0===t.length||(e.length<2||t.length<2?e[e.length-1]===t[t.length-1]:e[e.length-1]===t[t.length-1]&&e[e.length-2]===t[t.length-2]),n}},718:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.reshape=void 0;const r=n(2517);t.reshape=(e,t)=>{const n=r.ShapeUtil.calculateReshapedDims(t[0].dims,t[1].integerData);return e.session.pack?[e.reshapePacked(t[0],n)]:[e.reshapeUnpacked(t[0],n)]}},2268:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseResizeAttributesV11=t.parseResizeAttributesV10=t.resize=void 0;const r=n(5060),o=n(2039),i=n(9390),a=n(2827),s=n(9793),u={name:"Resize",inputNames:["A"],inputTypes:[o.TextureType.packed]};t.resize=(e,t,n)=>((0,s.validateInputs)(t,n),[e.run(Object.assign(Object.assign({},u),{cacheHint:n.cacheKey,get:()=>l(e,t,n)}),t)]),t.parseResizeAttributesV10=e=>(0,s.parseUpsampleAttributes)(e,10),t.parseResizeAttributesV11=e=>(0,s.parseUpsampleAttributes)(e,11);const l=(e,t,n)=>{const s=(0,r.getGlsl)(e.session.backend.glContext.version),[l,f]=c(t,n);if(l.every((e=>1===e))&&"tf_crop_and_resize"!==n.coordinateTransformMode)return Object.assign(Object.assign({},u),{output:{dims:f,type:t[0].type,textureType:o.TextureType.packed},hasMain:!0,shaderSource:`void main() {\n                    vec4 v = ${s.texture2D}(X, TexCoords);\n                    ${s.output} = v;\n                }`});const d=f.length;if(d<2)throw new Error(`output dimension should be at least 2, but got ${d}`);const p=f[d-2],h=f[d-1],g=t[0].dims;if(d!==g.length)throw new Error(`output dimension should match input ${g.length}, but got ${d}`);const m=g[d-2],b=g[d-1],y=l[d-2],A=l[d-1];let v="";if("linear"!==n.mode)throw new Error(`resize (packed) does not support mode: '${n.mode}'`);switch(n.coordinateTransformMode){case"asymmetric":v="\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        return vec4(coords) / scaleWHWH;\n                    }\n                ";break;case"half_pixel":v="\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        return (vec4(coords) + 0.5) / scaleWHWH - 0.5;\n                    }\n                ";break;case"pytorch_half_pixel":v=`\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        vec4 fcoords = vec4(coords);\n                        return vec4(\n                            ${h}.0 > 1.0 ? (fcoords.x + 0.5) / scaleWHWH.x - 0.5 : 0.0,\n                            ${p}.0 > 1.0 ? (fcoords.y + 0.5) / scaleWHWH.y - 0.5 : 0.0,\n                            ${h}.0 > 1.0 ? (fcoords.z + 0.5) / scaleWHWH.z - 0.5 : 0.0,\n                            ${p}.0 > 1.0 ? (fcoords.w + 0.5) / scaleWHWH.w - 0.5 : 0.0\n                          );\n                    }\n                `;break;case"align_corners":v=`\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        vec4 resized = vec4(${h}.0 - 1.0, ${p}.0 - 1.0, ${h}.0 - 1.0,\n                            ${p}.0 - 1.0);\n                        vec4 original = vec4(${b}.0 - 1.0, ${m}.0 - 1.0, ${b}.0 - 1.0,\n                            ${m}.0 - 1.0);\n                        vec4 new_scale = original / resized;\n                        return vec4(coords) * new_scale;\n                    }\n                `;break;default:throw new Error(`resize (packed) does not support coordinateTransformMode:                                 '${n.coordinateTransformMode}'`)}const w=(0,i.getCoordsDataType)(d),_=`\n            const vec2 inputWH = vec2(${m}.0, ${b}.0);\n            const vec4 scaleWHWH = vec4(float(${y}), float(${A}), float(${y}), float(${A}));\n            ${(0,a.unpackFromChannel)()}\n            ${v}\n            float getAValue(int x10, int r, int c, int d) {\n                return getChannel(getA(x10, r, c, d), vec2(c, d));\n            }\n            void main() {\n                ${w} rc = getOutputCoords();\n\n                int batch = rc[0];\n                int depth = rc[1];\n\n                // retrieve the 4 coordinates that is used in the 4 packed output values.\n                ivec4 coords = ivec4(rc.wz, rc.w + 1, rc.z + 1);\n\n                // calculate the source index in fraction\n                vec4 sourceFrac = getSourceFracIndex(coords);\n\n                // get the lower and upper bound of the 4 values that will be packed into one texel.\n                ivec4 x00 = ivec4(max(sourceFrac.xy, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.xy)));\n                ivec4 x01 = ivec4(max(sourceFrac.xw, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.xw)));\n                ivec4 x10 = ivec4(max(sourceFrac.zy, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.zy)));\n                ivec4 x11 = ivec4(max(sourceFrac.zw, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.zw)));\n\n                bool hasNextRow = rc.w < ${p-1};\n                bool hasNextCol = rc.z < ${h-1};\n\n                // pack x00, x01, x10, x11's top-left corner into one vec4 structure\n                vec4 topLeft = vec4(\n                    getAValue(batch, depth, x00.x, x00.y),\n                    hasNextCol ? getAValue(batch, depth, x01.x, x01.y) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.x, x10.y) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.x, x11.y) : 0.0);\n\n                // pack x00, x01, x10, x11's top-right corner into one vec4 structure\n                vec4 topRight = vec4(\n                    getAValue(batch, depth, x00.x, x00.w),\n                    hasNextCol ? getAValue(batch, depth, x01.x, x01.w) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.x, x10.w) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.x, x11.w) : 0.0);\n\n                // pack x00, x01, x10, x11's bottom-left corner into one vec4 structure\n                vec4 bottomLeft = vec4(\n                    getAValue(batch, depth, x00.z, x00.y),\n                    hasNextCol ? getAValue(batch, depth, x01.z, x01.y) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.z, x10.y) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.z, x11.y) : 0.0);\n\n                // pack x00, x01, x10, x11's bottom-right corner into one vec4 structure\n                vec4 bottomRight = vec4(\n                    getAValue(batch, depth, x00.z, x00.w),\n                    hasNextCol ? getAValue(batch, depth, x01.z, x01.w) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.z, x10.w) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.z, x11.w) : 0.0);\n\n                // calculate the interpolation fraction on u and v direction\n                vec4 frac = vec4(sourceFrac) - floor(sourceFrac);\n                vec4 clampFrac = clamp(frac, vec4(0.0), vec4(1.0));\n\n                vec4 top = mix(topLeft, topRight, clampFrac.ywyw);\n                vec4 bottom = mix(bottomLeft, bottomRight, clampFrac.ywyw);\n                vec4 newValue = mix(top, bottom, clampFrac.xxzz);\n\n                ${s.output} = vec4(newValue);\n            }\n        `;return Object.assign(Object.assign({},u),{output:{dims:f,type:t[0].type,textureType:o.TextureType.packed},hasMain:!0,shaderSource:_})},c=(e,t)=>{const n=e[0].dims;let r,o=t.scales;if(0===o.length){const i=e[t.scalesInputIdx];if(i&&0!==i.size){if(e[t.sizesInputIdx])throw new Error("Only one of scales or sizes must be provided as input.");o=f(i,t.mode,t.isResize)}else{const i=e[t.sizesInputIdx];if(!i||0===i.size)throw new Error("Either scales or sizes MUST be provided as input.");r=Array.from(i.integerData),o=d(r,n,t.mode,t.isResize)}}else if(e[t.sizesInputIdx])throw new Error("Only one of scales or sizes must be provided as input.");const i=r||n.map(((e,t)=>Math.floor(e*o[t])));return[o,i]},f=(e,t,n)=>{const r=Array.from(e.floatData);return(0,s.scalesValidation)(r,t,n),r},d=(e,t,n,r)=>{const o=t.length,i=new Array(o);for(let n=0,r=o;n<r;n++)if(0===t[n]){if(0!==e[n])throw new Error("Input dim is zero but required output dim is non-zero.");i[n]=1}else i[n]=e[n]/t[n];return(0,s.scalesValidation)(i,n,r),i}},8117:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.shape=void 0;const r=n(9162);t.shape=(e,t)=>(o(t),[new r.Tensor([t[0].dims.length],"int32",void 0,void 0,new Int32Array(t[0].dims))]);const o=e=>{if(!e||1!==e.length)throw new Error("Shape requires 1 input.")}},2278:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.sliceV10=t.parseSliceAttributes=t.slice=void 0;const r=n(246),o=n(782),i=n(2517),a=n(2039),s={name:"Slice",inputNames:["A"],inputTypes:[a.TextureType.unpacked]};t.slice=(e,t,n)=>(l(t),[e.run(Object.assign(Object.assign({},s),{cacheHint:n.cacheKey,get:()=>u(e,t[0],n)}),t)]),t.parseSliceAttributes=e=>{const t=e.attributes.getInts("starts"),n=e.attributes.getInts("ends"),o=e.attributes.getInts("axes",[]);return(0,r.createAttributeWithCacheKey)({starts:t,ends:n,axes:o})};const u=(e,t,n)=>{const r=0===n.axes.length?t.dims.slice(0).map(((e,t)=>t)):n.axes,o=i.ShapeUtil.normalizeAxes(r,t.dims.length),u=n.starts.map(((e,n)=>e>t.dims[o[n]]-1?t.dims[o[n]]:i.ShapeUtil.normalizeAxis(e,t.dims[o[n]]))),l=n.ends.map(((e,n)=>e>t.dims[o[n]]-1?t.dims[o[n]]:i.ShapeUtil.normalizeAxis(e,t.dims[o[n]]))),c=t.dims.slice(),f=[];for(let e=0;e<o.length;e++)c[o[e]]=l[e]-u[e],u[e]>0&&f.push(`outputIdx[${o[e]}] += ${u[e]};`);const d=`\n      float process(int outputIdx[${c.length}]) {\n        ${f.join("\n      ")}\n        return _A(outputIdx);\n      }`;return Object.assign(Object.assign({},s),{output:{dims:c,type:t.type,textureType:a.TextureType.unpacked},shaderSource:d})},l=e=>{if(!e||1!==e.length)throw new Error("Slice requires 1 input.");if(-1===o.NUMBER_TYPES.indexOf(e[0].type))throw new Error("Invalid input type.")};t.sliceV10=(e,t)=>{f(t);const n=c(e,t);return[e.run(Object.assign(Object.assign({},s),{cacheHint:n.cacheKey,get:()=>u(e,t[0],n)}),[t[0]])]};const c=(e,t)=>{if(!e.session.isInitializer(t[1].dataId)||!e.session.isInitializer(t[2].dataId)||t.length>=4&&!e.session.isInitializer(t[3].dataId)||t.length>=5&&!e.session.isInitializer(t[4].dataId))throw new Error("dynamic slice attributes are not allowed");if(t.length>=5&&t[4].integerData.some((e=>1!==e)))throw new Error("currently non-1 steps is not supported for Slice");const n=Array.from(t[1].integerData),r=Array.from(t[2].integerData),o=t.length>=4?Array.from(t[3].integerData):[];return{starts:n,ends:r,axes:o,cacheKey:`${o};${n};${r}`}},f=e=>{if(!e||e.length<3||e.length>5)throw new Error("Invalid input number.");if("int32"!==e[1].type||1!==e[1].dims.length)throw new Error("Invalid input type.");if("int32"!==e[2].type||1!==e[2].dims.length)throw new Error("Invalid input type.");if(e.length>=4&&("int32"!==e[3].type||1!==e[3].dims.length))throw new Error("Invalid input type.");if(e.length>=5&&("int32"!==e[4].type||1!==e[4].dims.length))throw new Error("Invalid input type.")}},5524:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.softmaxV13=t.parseSoftmaxAttributesV13=t.parseSoftmaxAttributes=t.softmax=void 0;const r=n(246),o=n(2517),i=n(5060),a=n(2039),s=n(3738),u={name:"SoftmaxComputeMax",inputNames:["A"],inputTypes:[a.TextureType.unpacked]},l={name:"SoftmaxComputeScale",inputNames:["A","Max"],inputTypes:[a.TextureType.unpacked,a.TextureType.unpacked]},c={name:"SoftMax",inputNames:["A","Max","Norm"],inputTypes:[a.TextureType.unpacked,a.TextureType.unpacked,a.TextureType.unpacked]};t.softmax=(e,t,n)=>{g(t);const r=t[0].dims.slice(),i=o.ShapeUtil.normalizeAxis(n.axis,r.length),a=o.ShapeUtil.sizeToDimension(r,i),s=o.ShapeUtil.sizeFromDimension(r,i);return f(e,t,n,a,s)},t.parseSoftmaxAttributes=e=>(0,r.createAttributeWithCacheKey)({axis:e.attributes.getInt("axis",1)}),t.parseSoftmaxAttributesV13=e=>(0,r.createAttributeWithCacheKey)({axis:e.attributes.getInt("axis",-1)}),t.softmaxV13=(e,t,n)=>{g(t);const i=t[0].dims.slice(),a=o.ShapeUtil.normalizeAxis(n.axis,i.length),u=i.length,l=a!==u-1,c=[];let d,p=[],h=[];l&&(p=Array.from({length:u}).map(((e,t)=>t)),p[a]=u-1,p[u-1]=a,p.map((e=>c.push(i[e]))),d=(0,r.createAttributeWithCacheKey)({perm:p}),h=(0,s.transpose)(e,t,d));const m=l?o.ShapeUtil.sizeToDimension(c,u-1):o.ShapeUtil.sizeToDimension(i,u-1),b=l?o.ShapeUtil.sizeFromDimension(c,u-1):o.ShapeUtil.sizeFromDimension(i,u-1),y=f(e,l?h:t,n,m,b);return l?(0,s.transpose)(e,y,d):y};const f=(e,t,n,r,o)=>{const i=d(e,t[0],r,o,[r]),a=e.run(Object.assign(Object.assign({},u),{cacheHint:n.cacheKey,get:()=>i}),t),s=p(e,t[0],r,o,i.output.dims,[r]),f=e.run(Object.assign(Object.assign({},l),{cacheHint:n.cacheKey,get:()=>s}),[t[0],a]),g=h(e,t[0],r,o,i.output.dims,s.output.dims);return[e.run(Object.assign(Object.assign({},c),{cacheHint:n.cacheKey,get:()=>g}),[t[0],a,f])]},d=(e,t,n,r,o)=>{const[s,l]=e.calculateTextureWidthAndHeight(t.dims,a.TextureType.unpacked),c=o.length;if(n<1||r<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(1!==o.length)throw new Error("Dimensionality of the output should be 1");if(o[0]!==n)throw new Error("Shape of the output should be equal to logical row count");const f=(0,i.getGlsl)(e.session.backend.glContext.version),d=`\n      float process(int[${c}] indices) {\n        int logical_row_start_offset = indices[0] * ${r};\n\n        float max = getColorAsFloat(${f.texture2D}(A, offsetToCoords(logical_row_start_offset, ${s},\n        ${l} )));\n        for(int i=1; i<${r}; ++i)\n        {\n          float current = getColorAsFloat(${f.texture2D}(A, offsetToCoords(logical_row_start_offset + i,\n            ${s}, ${l})));\n          if(current > max)\n          max = current;\n        }\n\n        return max;\n      }`;return Object.assign(Object.assign({},u),{output:{dims:o,type:t.type,textureType:a.TextureType.unpacked},shaderSource:d})},p=(e,t,n,r,o,s)=>{const[u,c]=e.calculateTextureWidthAndHeight(t.dims,a.TextureType.unpacked),f=s.length;if(n<1||r<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(1!==s.length)throw new Error("Dimensionality of the output should be 1");if(s[0]!==n)throw new Error("Shape of the output should be equal to logical row count");if(1!==o.length)throw new Error("Dimensionality of the intermediate results should be 1");if(o[0]!==n)throw new Error("Shape of the intermediate results should be equal to logical row count");const d=`\n      float process(int[${f}] indices) {\n        int logical_row_start_offset = indices[0] * ${r};\n\n        float norm_factor = 0.0;\n        float max = _Max(indices);\n        for(int i=0; i<${r}; ++i)\n        {\n          norm_factor += exp(getColorAsFloat(${(0,i.getGlsl)(e.session.backend.glContext.version).texture2D}(A, offsetToCoords(logical_row_start_offset + i,\n            ${u}, ${c}))) - max);\n        }\n\n        return norm_factor;\n      }`;return Object.assign(Object.assign({},l),{output:{dims:s,type:t.type,textureType:a.TextureType.unpacked},shaderSource:d})},h=(e,t,n,r,o,i)=>{const[s,u]=e.calculateTextureWidthAndHeight(t.dims,a.TextureType.unpacked),l=t.dims.length;if(n<1||r<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(1!==o.length||1!==i.length)throw new Error("Dimensionality of the intermediate results should be 1");if(o[0]!==n||i[0]!==n)throw new Error("Shape of the intermediate results should be equal to logical row count");const f=`\n      float process(int[${l}] indices) {\n\n      // get offset of current logical tensor index from the 2-D texture coordinates (TexCoords)\n      int offset = coordsToOffset(TexCoords, ${s}, ${u});\n\n      //determine the logical row for this index\n      int logical_row_index[1];\n      logical_row_index[0] = offset / ${r};\n\n      float norm_factor = _Norm(logical_row_index);\n\n      // avoid possible division by 0\n      // if norm_facor is 0, all elements are zero\n      // if so, return 0\n      if(norm_factor == 0.0)\n        return 0.0;\n\n      return exp(_A(indices) - _Max(logical_row_index)) / norm_factor;\n    }`;return Object.assign(Object.assign({},c),{output:{dims:t.dims,type:t.type,textureType:a.TextureType.unpacked},shaderSource:f})},g=e=>{if(!e||1!==e.length)throw new Error("Softmax requires 1 input.");if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("Invalid input type")}},5975:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseSplitAttributes=t.split=void 0;const r=n(246),o=n(2517),i=n(2039),a={name:"Split",inputNames:["A"],inputTypes:[i.TextureType.unpacked]};t.split=(e,t,n)=>{l(t);const r=o.ShapeUtil.normalizeAxis(n.axis,t[0].dims.length),i=s(e,t,r,n),c=[];for(let o=0;o<i;++o)c.push(e.run(Object.assign(Object.assign({},a),{cacheHint:`${n.cacheKey};${o}`,get:()=>u(e,t[0],n,r,o)}),t));return c},t.parseSplitAttributes=e=>{const t=e.attributes.getInt("axis",0),n=e.attributes.getInts("split",[]),o=e.outputs.length;return(0,r.createAttributeWithCacheKey)({axis:t,split:n,numOutputs:o})};const s=(e,t,n,r)=>{const[,i]=o.SplitUtil.splitShape(t[0].dims,n,r.split,r.numOutputs);return i.length},u=(e,t,n,r,s)=>{const[u,l]=o.SplitUtil.splitShape(t.dims,r,n.split,n.numOutputs),c=l[s],f=u[s],d=`\n      float process(int indices[${f.length}]) {\n        indices[${r}] += ${c};\n        return _A(indices);\n      }\n    `;return Object.assign(Object.assign({},a),{cacheHint:`${n.cacheKey}:${s}`,output:{dims:f,type:t.type,textureType:i.TextureType.unpacked},shaderSource:d})},l=e=>{if(!e||1!==e.length)throw new Error("Split requires one input.");if("int8"!==e[0].type&&"uint8"!==e[0].type&&"int16"!==e[0].type&&"uint16"!==e[0].type&&"int32"!==e[0].type&&"uint32"!==e[0].type&&"float32"!==e[0].type&&"float64"!==e[0].type&&"bool"!==e[0].type)throw new Error("Invalid input type.")}},3933:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseSqueezeAttributes=t.squeezeV13=t.squeeze=void 0;const r=n(2517);t.squeeze=(e,t,n)=>{o(t);const i=r.ShapeUtil.squeezeShape(t[0].dims,n);return[e.reshapeUnpacked(t[0],i)]},t.squeezeV13=(e,n)=>(i(n),(0,t.squeeze)(e,[n[0]],Array.from(n[1].integerData))),t.parseSqueezeAttributes=e=>e.attributes.getInts("axes");const o=e=>{if(!e||1!==e.length)throw new Error("Squeeze requires 1 input.");if("string"===e[0].type)throw new Error("invalid input tensor types.")},i=e=>{if(!e||2!==e.length)throw new Error("Squeeze requires 2 inputs.");if("int32"!==e[1].type)throw new Error("Invalid input type.")}},6558:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.sum=void 0;const r=n(5060),o=n(2039);t.sum=(e,t)=>{a(t);const n={name:"Sum",inputNames:t.map(((e,t)=>`X${t}`)),inputTypes:new Array(t.length).fill(o.TextureType.unpacked)};return[e.run(Object.assign(Object.assign({},n),{get:()=>i(e,t,n)}),t)]};const i=(e,t,n)=>{const i=(0,r.getGlsl)(e.session.backend.glContext.version),a=t[0].dims.slice(),s=`\n      void main() {\n        vec4 result = ${t.map(((e,t)=>`${i.texture2D}(X${t},TexCoords)`)).join(" + ")};\n        ${i.output} = result;\n      }\n    `;return Object.assign(Object.assign({},n),{output:{dims:a,type:t[0].type,textureType:o.TextureType.unpacked},hasMain:!0,shaderSource:s})},a=e=>{if(!e||0===e.length)throw new Error("Sum requires inputs.");const t=e[0].dims.length;for(let n=1;n<e.length;n++){if(t!==e[n].dims.length)throw new Error("Input shapes are mismatched.");for(let r=0;r<t;r++)if(e[0].dims[r]!==e[n].dims[r])throw new Error("Input shapes are not matched.")}if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("Invalid input type.");for(let t=1;t<e.length;t++)if(e[0].type!==e[t].type)throw new Error("Input types are not matched.")}},5723:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.tile=void 0;const r=n(782),o=n(2039);t.tile=(e,t)=>{a(t);const n={name:"Tile",inputNames:["A"],inputTypes:[o.TextureType.unpacked]};return[e.run(Object.assign(Object.assign({},n),{get:()=>i(e,t,n)}),t)]};const i=(e,t,n)=>{const r=t[0].dims.slice(),i=new Array(r.length),a=[];for(let e=0;e<r.length;e++)i[e]=r[e]*t[1].numberData[e],a.push(`inputIdx[${e}] = int(mod(float(outputIdx[${e}]), ${r[e]}.));`);const s=i.length,u=`\n      float process(int outputIdx[${s}]) {\n        int inputIdx[${s}];\n        ${a.join("\n")}\n        return _A(inputIdx);\n      }\n    `;return Object.assign(Object.assign({},n),{output:{dims:i,type:t[0].type,textureType:o.TextureType.unpacked},shaderSource:u})},a=e=>{if(!e||2!==e.length)throw new Error("Tile requires 2 input.");if(1!==e[1].dims.length)throw new Error("The second input shape must 1 dimension.");if(e[1].dims[0]!==e[0].dims.length)throw new Error("Invalid input shape.");if(-1===r.NUMBER_TYPES.indexOf(e[0].type))throw new Error("Invalid input type.");if("int32"!==e[1].type&&"int16"!==e[1].type)throw new Error("Invalid repeat type.")}},3738:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.parseTransposeAttributes=t.transpose=void 0;const r=n(246),o=n(2517),i=n(2039),a={name:"Transpose",inputNames:["A"],inputTypes:[i.TextureType.unpacked]};t.transpose=(e,t,n)=>(f(t),[e.run(Object.assign(Object.assign({},a),{cacheHint:n.cacheKey,get:()=>s(e,t[0],n.perm)}),t)]),t.parseTransposeAttributes=e=>(0,r.createAttributeWithCacheKey)({perm:e.attributes.getInts("perm",[])});const s=(e,t,n)=>{const r=t.dims;n=u(r,n);const o=l(r,n),s=r.length,f=`\n      ${c("perm",n,s)}\n      float process(int indices[${s}]) {\n        int a[${s}];\n        perm(a, indices);\n        return _A(a);\n      }`;return Object.assign(Object.assign({},a),{output:{dims:o,type:t.type,textureType:i.TextureType.unpacked},shaderSource:f})},u=(e,t)=>(t&&t.length!==e.length&&(t=[...e.keys()].reverse()),t),l=(e,t)=>(t=u(e,t),o.ShapeUtil.sortBasedOnPerm(e,t)),c=(e,t,n)=>{const r=[];r.push(`void ${e}(out int a[${n}], int src[${n}]) {`);for(let e=0;e<n;++e)r.push(`\ta[${t[e]}]=src[${e}];`);return r.push("\t}"),r.join("\n")},f=e=>{if(!e||1!==e.length)throw new Error("Transpose requires 1 input.");if("float32"!==e[0].type&&"float64"!==e[0].type)throw new Error("input should be float tensor")}},8710:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.encodeAsUint8=void 0;const r=n(5060),o=n(2039);t.encodeAsUint8=(e,t)=>{const n=t.shape,i=(0,r.getGlsl)(e.session.backend.glContext.version),a=`\n    const float FLOAT_MAX = 1.70141184e38;\n    const float FLOAT_MIN = 1.17549435e-38;\n\n    bool isNaN(float val) {\n      return (val < 1.0 || 0.0 < val || val == 0.0) ? false : true;\n    }\n\n    highp vec4 encodeAsUint8(highp float v) {\n      if (isNaN(v)) {\n        return vec4(255, 255, 255, 255);\n      }\n\n      highp float av = abs(v);\n\n      if(av < FLOAT_MIN) {\n        return vec4(0.0, 0.0, 0.0, 0.0);\n      } else if(v > FLOAT_MAX) {\n        return vec4(0.0, 0.0, 128.0, 127.0) / 255.0;\n      } else if(v < -FLOAT_MAX) {\n        return vec4(0.0, 0.0,  128.0, 255.0) / 255.0;\n      }\n\n      highp vec4 c = vec4(0,0,0,0);\n\n      highp float e = floor(log2(av));\n      highp float m = exp2(fract(log2(av))) - 1.0;\n\n      c[2] = floor(128.0 * m);\n      m -= c[2] / 128.0;\n      c[1] = floor(32768.0 * m);\n      m -= c[1] / 32768.0;\n      c[0] = floor(8388608.0 * m);\n\n      highp float ebias = e + 127.0;\n      c[3] = floor(ebias / 2.0);\n      ebias -= c[3] * 2.0;\n      c[2] += floor(ebias) * 128.0;\n\n      c[3] += 128.0 * step(0.0, -v);\n\n      return c / 255.0;\n    }\n\n    void main() {\n      float value = ${i.texture2D}(X,TexCoords).r;\n      ${i.output} = encodeAsUint8(value);\n    }`,s={name:"Uint8Encode",inputTypes:[o.TextureType.unpacked],inputNames:["X"],output:{dims:n,type:t.tensor.type,textureType:o.TextureType.downloadUint8AsFloat},shaderSource:a,hasMain:!0};return e.executeProgram(s,[t.tensor])}},4909:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.tanh=t.tan=t.sqrt=t.sin=t.sigmoid=t.relu=t.not=t.neg=t.log=t.parseLeakyReluAttributes=t.leakyRelu=t.identity=t.floor=t.exp=t.parseEluAttributes=t.elu=t.cos=t.ceil=t.clipV11=t.parseClipAttributes=t.clip=t.atan=t.asin=t.acos=t.abs=t.glslTanh=t.glslTan=t.glslSqrt=t.glslSigmoid=t.glslRelu=t.glslSin=t.glslNot=t.glslNeg=t.glslLog=t.glslLeakyRelu=t.glslIdentity=t.glslClip=t.glslFloor=t.glslExp=t.glslElu=t.glslCos=t.glslCeil=t.glslAtan=t.glslAsin=t.glslAcos=t.glslAbs=void 0;const r=n(246),o=n(2517),i=n(8520),a=n(5060),s=n(2039);function u(){return I("abs")}function l(){return I("acos")}function c(){return I("asin")}function f(){return I("atan")}function d(){return I("ceil")}function p(){return I("cos")}function h(e){const t="elu";return{body:`\n  const float alpha = float(${e});\n\n  float ${t}_(float a) {\n    return a >= 0.0 ? a: (exp(a) - 1.0) * alpha;\n  }\n  vec4 ${t}_(vec4 v) {\n    return vec4(${t}_(v.x), ${t}_(v.y), ${t}_(v.z), 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Error: ${e}`)}throw new Error("WebGL is not supported")}t.createWebGLContext=function e(t){let n;t&&"webgl2"!==t||!("webgl2"in i)?t&&"webgl"!==t||!("webgl"in i)||(n=i.webgl):n=i.webgl2,n=n||a(t),t=t||1===n.version?"webgl":"webgl2";const r=n.gl;return i[t]=n,r.isContextLost()?(delete i[t],e(t)):(r.disable(r.DEPTH_TEST),r.disable(r.STENCIL_TEST),r.disable(r.BLEND),r.disable(r.DITHER),r.disable(r.POLYGON_OFFSET_FILL),r.disable(r.SAMPLE_COVERAGE),r.enable(r.SCISSOR_TEST),r.enable(r.CULL_FACE),r.cullFace(r.BACK),n)},t.createNewWebGLContext=a},1713:function(e,t,n){"use strict";var r=this&&this.__createBinding||(Object.create?function(e,t,n,r){void 0===r&&(r=n);var o=Object.getOwnPropertyDescriptor(t,n);o&&!("get"in o?!t.__esModule:o.writable||o.configurable)||(o={enumerable:!0,get:function(){return t[n]}}),Object.defineProperty(e,r,o)}:function(e,t,n,r){void 0===r&&(r=n),e[r]=t[n]}),o=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),i=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)"default"!==n&&Object.prototype.hasOwnProperty.call(e,n)&&r(t,e,n);return o(t,e),t};Object.defineProperty(t,"__esModule",{value:!0}),t.WebGLContext=t.linearSearchLastTrue=void 0;const a=n(1670),s=i(n(7769)),u=n(9390);function l(e){let t=0;for(;t<e.length&&e[t]();++t);return t-1}t.linearSearchLastTrue=l,t.WebGLContext=class{constructor(e,t){this.frameBufferBound=!1,this.itemsToPoll=[],this.gl=e,this.version=t,this.getExtensions(),this.vertexbuffer=this.createVertexbuffer(),this.framebuffer=this.createFramebuffer(),this.queryVitalParameters()}allocateTexture(e,t,n,r){const o=this.gl,i=o.createTexture();o.bindTexture(o.TEXTURE_2D,i),o.texParameteri(o.TEXTURE_2D,o.TEXTURE_MIN_FILTER,o.NEAREST),o.texParameteri(o.TEXTURE_2D,o.TEXTURE_MAG_FILTER,o.NEAREST),o.texParameteri(o.TEXTURE_2D,o.TEXTURE_WRAP_S,o.CLAMP_TO_EDGE),o.texParameteri(o.TEXTURE_2D,o.TEXTURE_WRAP_T,o.CLAMP_TO_EDGE);const a=r?n.encode(r,e*t):null;return o.texImage2D(o.TEXTURE_2D,0,n.internalFormat,e,t,0,n.format,n.textureType,a),this.checkError(),i}updateTexture(e,t,n,r,o){const i=this.gl;i.bindTexture(i.TEXTURE_2D,e);const a=r.encode(o,t*n);i.texSubImage2D(i.TEXTURE_2D,0,0,0,t,n,r.format,r.textureType,a),this.checkError()}attachFramebuffer(e,t,n){const r=this.gl;r.bindTexture(r.TEXTURE_2D,e),r.bindFramebuffer(r.FRAMEBUFFER,this.framebuffer),r.framebufferTexture2D(r.FRAMEBUFFER,r.COLOR_ATTACHMENT0,r.TEXTURE_2D,e,0),this.checkError(),r.viewport(0,0,t,n),r.scissor(0,0,t,n)}readTexture(e,t,n,r,o,i){const a=this.gl;i||(i=1),this.frameBufferBound||this.attachFramebuffer(e,t,n);const s=this.getEncoder(o,i),u=s.allocate(t*n);return a.bindTexture(a.TEXTURE_2D,e),a.framebufferTexture2D(a.FRAMEBUFFER,a.COLOR_ATTACHMENT0,a.TEXTURE_2D,e,0),a.readPixels(0,0,t,n,a.RGBA,s.textureType,u),this.checkError(),s.decode(u,r)}isFramebufferReady(){return!0}getActiveTexture(){const e=this.gl;return"TEXTURE"+(e.getParameter(this.gl.ACTIVE_TEXTURE)-e.TEXTURE0)}getTextureBinding(){return this.gl.getParameter(this.gl.TEXTURE_BINDING_2D)}getFramebufferBinding(){return this.gl.getParameter(this.gl.FRAMEBUFFER_BINDING)}setVertexAttributes(e,t){const n=this.gl;n.vertexAttribPointer(e,3,n.FLOAT,!1,20,0),n.enableVertexAttribArray(e),-1!==t&&(n.vertexAttribPointer(t,2,n.FLOAT,!1,20,12),n.enableVertexAttribArray(t)),this.checkError()}createProgram(e,t){const n=this.gl,r=n.createProgram();return n.attachShader(r,e),n.attachShader(r,t),n.linkProgram(r),r}compileShader(e,t){const n=this.gl,r=n.createShader(t);if(!r)throw new Error(`createShader() returned null with type ${t}`);if(n.shaderSource(r,e),n.compileShader(r),!1===n.getShaderParameter(r,n.COMPILE_STATUS))throw new Error(`Failed to compile shader: ${n.getShaderInfoLog(r)}\nShader source:\n${e}`);return r}deleteShader(e){this.gl.deleteShader(e)}bindTextureToUniform(e,t,n){const r=this.gl;r.activeTexture(r.TEXTURE0+t),this.checkError(),r.bindTexture(r.TEXTURE_2D,e),this.checkError(),r.uniform1i(n,t),this.checkError()}draw(){this.gl.drawArrays(this.gl.TRIANGLE_STRIP,0,4),this.checkError()}checkError(){if(a.env.debug){const e=this.gl,t=e.getError();let n="";switch(t){case e.NO_ERROR:return;case e.INVALID_ENUM:n="INVALID_ENUM";break;case e.INVALID_VALUE:n="INVALID_VALUE";break;case e.INVALID_OPERATION:n="INVALID_OPERATION";break;case e.INVALID_FRAMEBUFFER_OPERATION:n="INVALID_FRAMEBUFFER_OPERATION";break;case e.OUT_OF_MEMORY:n="OUT_OF_MEMORY";break;case e.CONTEXT_LOST_WEBGL:n="CONTEXT_LOST_WEBGL";break;default:n=`Unknown WebGL Error: ${t.toString(16)}`}throw new Error(n)}}deleteTexture(e){this.gl.deleteTexture(e)}deleteProgram(e){this.gl.deleteProgram(e)}getEncoder(e,t,n=0){if(2===this.version)return new s.RedFloat32DataEncoder(this.gl,t);switch(e){case"float":return 1===n||this.isRenderFloat32Supported?new s.RGBAFloatDataEncoder(this.gl,t):new s.RGBAFloatDataEncoder(this.gl,t,this.textureHalfFloatExtension.HALF_FLOAT_OES);case"int":throw new Error("not implemented");case"byte":return new s.Uint8DataEncoder(this.gl,t);default:throw new Error(`Invalid dataType: ${e}`)}}clearActiveTextures(){const e=this.gl;for(let t=0;t<this.maxTextureImageUnits;++t)e.activeTexture(e.TEXTURE0+t),e.bindTexture(e.TEXTURE_2D,null)}dispose(){if(this.disposed)return;const e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,null),e.deleteFramebuffer(this.framebuffer),e.bindBuffer(e.ARRAY_BUFFER,null),e.deleteBuffer(this.vertexbuffer),e.bindBuffer(e.ELEMENT_ARRAY_BUFFER,null),e.finish(),this.disposed=!0}createDefaultGeometry(){return new Float32Array([-1,1,0,0,1,-1,-1,0,0,0,1,1,0,1,1,1,-1,0,1,0])}createVertexbuffer(){const e=this.gl,t=e.createBuffer();if(!t)throw new Error("createBuffer() returned null");const n=this.createDefaultGeometry();return e.bindBuffer(e.ARRAY_BUFFER,t),e.bufferData(e.ARRAY_BUFFER,n,e.STATIC_DRAW),this.checkError(),t}createFramebuffer(){const e=this.gl.createFramebuffer();if(!e)throw new Error("createFramebuffer returned null");return e}queryVitalParameters(){const e=this.gl;if(this.isFloatTextureAttachableToFrameBuffer=this.checkFloatTextureAttachableToFrameBuffer(),this.isRenderFloat32Supported=this.checkRenderFloat32(),this.isFloat32DownloadSupported=this.checkFloat32Download(),1===this.version&&!this.textureHalfFloatExtension&&!this.isRenderFloat32Supported)throw new Error("both float32 and float16 TextureType are not supported");this.isBlendSupported=!this.isRenderFloat32Supported||this.checkFloat32Blend(),this.maxTextureSize=e.getParameter(e.MAX_TEXTURE_SIZE),this.maxTextureImageUnits=e.getParameter(e.MAX_TEXTURE_IMAGE_UNITS),this.version}getExtensions(){2===this.version?(this.colorBufferFloatExtension=this.gl.getExtension("EXT_color_buffer_float"),this.disjointTimerQueryWebgl2Extension=this.gl.getExtension("EXT_disjoint_timer_query_webgl2")):(this.textureFloatExtension=this.gl.getExtension("OES_texture_float"),this.textureHalfFloatExtension=this.gl.getExtension("OES_texture_half_float"))}checkFloatTextureAttachableToFrameBuffer(){const e=this.gl,t=e.createTexture();e.bindTexture(e.TEXTURE_2D,t);const n=2===this.version?e.RGBA32F:e.RGBA;e.texImage2D(e.TEXTURE_2D,0,n,1,1,0,e.RGBA,e.FLOAT,null);const r=e.createFramebuffer();e.bindFramebuffer(e.FRAMEBUFFER,r),e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0);const o=e.checkFramebufferStatus(e.FRAMEBUFFER)===e.FRAMEBUFFER_COMPLETE;return e.bindTexture(e.TEXTURE_2D,null),e.bindFramebuffer(e.FRAMEBUFFER,null),e.deleteTexture(t),e.deleteFramebuffer(r),o}checkRenderFloat32(){if(2===this.version){if(!this.colorBufferFloatExtension)return!1}else if(!this.textureFloatExtension)return!1;return this.isFloatTextureAttachableToFrameBuffer}checkFloat32Download(){if(2===this.version){if(!this.colorBufferFloatExtension)return!1}else{if(!this.textureFloatExtension)return!1;if(!this.gl.getExtension("WEBGL_color_buffer_float"))return!1}return this.isFloatTextureAttachableToFrameBuffer}checkFloat32Blend(){const e=this.gl;let t,n,r,o,i;try{t=e.createTexture(),n=e.createFramebuffer(),e.bindTexture(e.TEXTURE_2D,t);const a=2===this.version?e.RGBA32F:e.RGBA;return e.texImage2D(e.TEXTURE_2D,0,a,1,1,0,e.RGBA,e.FLOAT,null),e.bindFramebuffer(e.FRAMEBUFFER,n),e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),e.enable(e.BLEND),r=e.createShader(e.VERTEX_SHADER),!!r&&(e.shaderSource(r,"void main(){}"),e.compileShader(r),o=e.createShader(e.FRAGMENT_SHADER),!!o&&(e.shaderSource(o,"precision highp float;void main(){gl_FragColor=vec4(0.5);}"),e.compileShader(o),i=e.createProgram(),!!i&&(e.attachShader(i,r),e.attachShader(i,o),e.linkProgram(i),e.useProgram(i),e.drawArrays(e.POINTS,0,1),e.getError()===e.NO_ERROR)))}finally{e.disable(e.BLEND),i&&e.deleteProgram(i),r&&e.deleteShader(r),o&&e.deleteShader(o),n&&(e.bindFramebuffer(e.FRAMEBUFFER,null),e.deleteFramebuffer(n)),t&&(e.bindTexture(e.TEXTURE_2D,null),e.deleteTexture(t))}}beginTimer(){if(2===this.version&&this.disjointTimerQueryWebgl2Extension){const e=this.gl,t=this.disjointTimerQueryWebgl2Extension,n=e.createQuery();return e.beginQuery(t.TIME_ELAPSED_EXT,n),n}throw new Error("WebGL1 profiling currently not supported.")}endTimer(){if(2!==this.version||!this.disjointTimerQueryWebgl2Extension)throw new Error("WebGL1 profiling currently not supported");{const e=this.gl,t=this.disjointTimerQueryWebgl2Extension;e.endQuery(t.TIME_ELAPSED_EXT)}}isTimerResultAvailable(e){let t=!1,n=!1;if(2!==this.version||!this.disjointTimerQueryWebgl2Extension)throw new Error("WebGL1 profiling currently not supported");{const r=this.gl,o=this.disjointTimerQueryWebgl2Extension;t=r.getQueryParameter(e,r.QUERY_RESULT_AVAILABLE),n=r.getParameter(o.GPU_DISJOINT_EXT)}return t&&!n}getTimerResult(e){let t=0;if(2!==this.version)throw new Error("WebGL1 profiling currently not supported");{const n=this.gl;t=n.getQueryParameter(e,n.QUERY_RESULT),n.deleteQuery(e)}return t/1e6}async waitForQueryAndGetTime(e){return await(0,u.repeatedTry)((()=>this.isTimerResultAvailable(e))),this.getTimerResult(e)}async createAndWaitForFence(){const e=this.createFence(this.gl);return this.pollFence(e)}createFence(e){let t;const n=e,r=n.fenceSync(n.SYNC_GPU_COMMANDS_COMPLETE,0);return e.flush(),t=null===r?()=>!0:()=>{const e=n.clientWaitSync(r,0,0);return e===n.ALREADY_SIGNALED||e===n.CONDITION_SATISFIED},{query:r,isFencePassed:t}}async pollFence(e){return new Promise((t=>{this.addItemToPoll((()=>e.isFencePassed()),(()=>t()))}))}pollItems(){const e=l(this.itemsToPoll.map((e=>e.isDoneFn)));for(let t=0;t<=e;++t){const{resolveFn:e}=this.itemsToPoll[t];e()}this.itemsToPoll=this.itemsToPoll.slice(e+1)}async addItemToPoll(e,t){this.itemsToPoll.push({isDoneFn:e,resolveFn:t}),this.itemsToPoll.length>1||await(0,u.repeatedTry)((()=>(this.pollItems(),0===this.itemsToPoll.length)))}}},1036:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.ExecutionPlan=void 0;const r=n(6231);class o{constructor(e,t){this.op=e,this.node=t}}t.ExecutionPlan=class{constructor(e,t,n){this.graph=e,this.profiler=n,this.initialize(t)}initialize(e){this.profiler.event("session","ExecutionPlan.initialize",(()=>{const t=this.graph.getNodes();if(t.length!==e.length)throw new Error("The size of nodes and OPs do not match.");this._ops=e.map(((e,n)=>new o(e,t[n]))),this.reset(),this._starter=[],this._ops.forEach(((e,t)=>{let n=!0;for(const t of e.node.inputs)if(!this._values[t]&&-1===this.graph.getInputIndices().indexOf(t)){n=!1;break}n&&this._starter.push(t)}))}))}reset(){this._values=this.graph.getValues().map((e=>e.tensor))}async execute(e,t){return this.profiler.event("session","ExecutionPlan.execute",(async()=>{this.reset();const n=e.createInferenceHandler(),o=this.graph.getInputIndices();if(t.length!==o.length)throw new Error(`number of input tensors don't match the number of inputs to the model: actual: ${t.length} expected: ${o.length}`);t.forEach(((e,t)=>{const n=o[t];this._values[n]=e}));const i=this._starter.slice(0),a=this.graph.getValues(),s=this.graph.getNodes();let u=0;for(;u<i.length;){const e=i[u++],t=this._ops[e],o=t.node.inputs.map((e=>this._values[e]));if(-1!==o.indexOf(void 0))throw new Error(`unresolved input detected: op: ${t.node}`);const l=o;r.Logger.verbose("ExecPlan",`Runing op:${t.node.name} (${l.map(((e,n)=>`'${t.node.inputs[n]}': ${e.type}[${e.dims.join(",")}]`)).join(", ")})`);const c=await this.profiler.event("node",t.node.name,(async()=>t.op.impl(n,l,t.op.context)));if(c.length!==t.node.outputs.length)throw new Error("the size of output does not match model definition.");c.forEach(((e,n)=>{const r=t.node.outputs[n];if(this._values[r])throw new Error(`output [${r}] already has value: op:${t.node.name}`);this._values[r]=e}));const f=new Set;c.forEach(((e,n)=>{const r=t.node.outputs[n];for(const e of a[r].to){const t=s[e];let n=!0;for(const e of t.inputs)if(!this._values[e]){n=!1;break}n&&f.add(e)}})),i.push(...f)}const l=[];for(let e=0;e<this.graph.getOutputIndices().length;e++){const t=this.graph.getOutputIndices()[e],n=this._values[t];if(void 0===n)throw new Error(`required output [${t}] does not have value`);0===t?await n.getData():n.data,l.push(n)}return r.Logger.verbose("ExecPlan","disposing of inferenceHandler"),n.dispose(),l}))}}},7070:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.Graph=void 0;const r=n(1446),o=n(7778),i=n(9395),a=n(9162),s=n(2517);var u=i.onnxruntime.experimental.fbs;t.Graph={from:(e,t)=>new f(e,t)};class l{constructor(e){this._from=void 0,this._to=[],this.tensor=void 0,this.type=void 0,e&&(this.type=s.ProtoUtil.tensorValueTypeFromProto(e.type.tensorType))}get from(){return this._from}get to(){return this._to}}class c{constructor(e,t){e instanceof r.onnx.NodeProto?(this.name=e.name,this.opType=e.opType,this.attributes=new o.Attribute(e.attribute)):e instanceof u.Node&&(this.name=null!=t?t:e.name(),this.opType=e.opType(),this.attributes=new o.Attribute(s.ProtoUtil.tensorAttributesFromORTFormat(e))),this.inputs=[],this.outputs=[],this.executeNode=!0}}class f{constructor(e,t){if(!e)throw new TypeError("graph is empty");this.buildGraph(e),this.transformGraph(t),this.checkIsAcyclic()}getInputIndices(){return this._allInputIndices}getInputNames(){return this._allInputNames}getOutputIndices(){return this._allOutputIndices}getOutputNames(){return this._allOutputNames}getValues(){return this._allData}getNodes(){return this._nodes}buildGraph(e){if(e instanceof r.onnx.GraphProto)this.buildGraphFromOnnxFormat(e);else{if(!(e instanceof u.Graph))throw new TypeError("Graph type is not supported.");this.buildGraphFromOrtFormat(e)}}buildGraphFromOnnxFormat(e){const t=new Map;this._allData=[],this._allInputIndices=[],this._allInputNames=[],this._allOutputIndices=[],this._allOutputNames=[],this._nodes=[];const n=new Map;if(!e.input)throw new Error("missing information in graph: input");const r=[];for(const n of e.input){if(t.has(n.name))throw new Error(`duplicated input name: ${n.name}`);const e=this._allData.push(new l(n))-1;t.set(n.name,e),r.push(n.name)}if(!e.initializer)throw new Error("missing information in graph: initializer");for(const n of e.initializer){let e=t.get(n.name);if(void 0===e){const r=new l;r.type={shape:{dims:s.ProtoUtil.tensorDimsFromProto(n.dims)},tensorType:s.ProtoUtil.tensorDataTypeFromProto(n.dataType)},e=this._allData.push(r)-1,t.set(n.name,e)}this._allData[e]._from=-1,this._allData[e].tensor=a.Tensor.fromProto(n)}for(let e=0;e<this._allData.length;e++)this._allData[e].tensor||(this._allInputIndices.push(e),this._allInputNames.push(r[e]));if(!e.output)throw new Error("missing information in graph: output");for(const n of e.output){if(t.has(n.name))throw new Error(`duplicated output name: ${n.name}`);const e=this._allData.push(new l(n))-1;t.set(n.name,e),this._allOutputIndices.push(e),this._allOutputNames.push(n.name)}if(!e.node)throw new Error("missing information in graph: node");for(const t of e.node){if(!t.name)for(let e=0;;e++){const r=`unnamed_${t.opType}_${e}`;if(!n.has(r)){t.name=r;break}}if(n.has(t.name))throw new Error(`duplicated node name: ${t.name}`);const e=this._nodes.push(new c(t))-1;n.set(t.name,e)}for(let n=0;n<this._nodes.length;n++){const r=this._nodes[n],o=e.node[n];if(!o.output)throw new Error(`missing output for node: ${o.name}`);for(const e of o.output){let i=t.get(e);if(void 0===i&&(i=this._allData.push(new l)-1,t.set(e,i)),r.outputs.push(i),void 0!==this._allData[i]._from)throw new Error(`multiple nodes output to one data value: ${i}`);if(this._allData[i]._from=n,"Constant"===o.opType){if(!o.attribute||1!==o.attribute.length||!o.attribute[0].t)throw new Error("missing attributes or missing tensor value in attributes for this Constant operator");if(!o.output||1!==o.output.length)throw new Error("missing output or incorrect number of outputs for this Constant operator");r.outputs.pop(),r.executeNode=!1,this._allData[i]._from=-1,this._allData[i].tensor=a.Tensor.fromProto(o.attribute[0].t)}}}for(let n=0;n<this._nodes.length;n++){const r=this._nodes[n],o=e.node[n];if(!o.input)throw new Error(`missing input for node: ${o.name}`);for(const e of o.input){const i=t.get(e);if(void 0===i){if(""===e&&3===o.input.length&&"Resize"===o.opType)continue;throw new Error(`unrecognized input '${e}' for node: ${o.name}`)}r.inputs.push(i),this._allData[i]._to.push(n)}}return!0}buildGraphFromOrtFormat(e){var t,n,r;const o=new Map;this._allData=[],this._allInputIndices=[],this._allInputNames=[],this._allOutputIndices=[],this._allOutputNames=[],this._nodes=[];const i=new Map,f=[];for(let i=0;i<e.inputsLength();i++){const a=e.inputs(i);if(o.has(a))throw new Error(`duplicated input name: ${a}`);for(let i=0;i<e.nodeArgsLength();i++)if((null===(t=e.nodeArgs(i))||void 0===t?void 0:t.name())===a){const t=new l;if((null===(r=null===(n=e.nodeArgs(i))||void 0===n?void 0:n.type())||void 0===r?void 0:r.valueType())!==u.TypeInfoValue.tensor_type)throw new Error("Unexpected value type for the nodeArg.");const c=e.nodeArgs(i).type().value(new u.TensorTypeAndShape),d=s.ProtoUtil.tensorDataTypeFromProto(c.elemType()),p=c.shape(),h=[];for(let e=0;e<p.dimLength();e++)h.push(s.LongUtil.longToNumber(p.dim(e).value().dimValue()));t.type={shape:{dims:h},tensorType:d};const g=this._allData.push(t)-1;o.set(a,g),f.push(a)}}for(let t=0;t<e.initializersLength();t++){const n=e.initializers(t);let r=o.get(n.name());if(void 0===r){const e=new l,t=s.ProtoUtil.tensorDimsFromORTFormat(n),i=s.ProtoUtil.tensorDataTypeFromProto(n.dataType());e.type={shape:{dims:t},tensorType:i},r=this._allData.push(e)-1,o.set(n.name(),r)}this._allData[r]._from=-1,this._allData[r].tensor=a.Tensor.fromOrtTensor(n)}for(let e=0;e<this._allData.length;e++)this._allData[e].tensor||(this._allInputIndices.push(e),this._allInputNames.push(f[e]));for(let t=0;t<e.outputsLength();t++){const n=e.outputs(t);if(o.has(n))throw new Error(`duplicated output name: ${n}`);const r=this._allData.push(new l)-1;o.set(n,r),this._allOutputIndices.push(r),this._allOutputNames.push(n)}if(!e.nodes)throw new Error("missing information in graph: node");for(let t=0;t<e.nodesLength();t++){const n=e.nodes(t);let r=n.name();if(!r)for(let e=0;r=`unnamed_${n.opType()}_${e}`,i.has(r);e++);if(i.has(r))throw new Error(`duplicated node name: ${r}`);const o=this._nodes.push(new c(n,r))-1;i.set(r,o)}for(let t=0;t<this._nodes.length;t++){const n=this._nodes[t],r=e.nodes(t);if(null==r)throw new Error(`No node exists at index ${t}`);if(0===(null==r?void 0:r.outputsLength()))throw new Error(`missing output for node: ${r.name}`);for(let e=0;e<(null==r?void 0:r.outputsLength());e++){const i=null==r?void 0:r.outputs(e);let s=o.get(i);if(void 0===s&&(s=this._allData.push(new l)-1,o.set(i,s)),n.outputs.push(s),void 0!==this._allData[s]._from)throw new Error(`multiple nodes output to one data value: ${s}`);if(this._allData[s]._from=t,"Constant"===r.opType()){if(1!==r.attributesLength()||!r.attributes(0).t())throw new Error("missing attributes or missing tensor value in attributes for this Constant operator");if(1!==r.outputsLength())throw new Error("missing output or incorrect number of outputs for this Constant operator");n.outputs.pop(),n.executeNode=!1,this._allData[s]._from=-1,this._allData[s].tensor=a.Tensor.fromOrtTensor(r.attributes(0).t())}}}for(let t=0;t<this._nodes.length;t++){const n=this._nodes[t],r=e.nodes(t);if(0===r.inputsLength())throw new Error(`missing input for node: ${r.name}`);for(let e=0;e<r.inputsLength();e++){const i=r.inputs(e),a=o.get(i);if(void 0===a)throw new Error(`unrecognized input '${i}' for node: ${r.name()}`);n.inputs.push(a),this._allData[a]._to.push(t)}}}checkIsAcyclic(){const e=new Set;this._allInputIndices.forEach((t=>{this._allData[t]._to.forEach((t=>{e.add(t)}))}));const t=Array.from(e),n=new 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n?(t||new e.experimental.fbs.SessionState).__init(this.bb.__indirect(this.bb_pos+n),this.bb):null}static startInferenceSession(e){e.startObject(3)}static addOrtVersion(e,t){e.addFieldOffset(0,t,0)}static addModel(e,t){e.addFieldOffset(1,t,0)}static addSessionState(e,t){e.addFieldOffset(2,t,0)}static endInferenceSession(e){return e.endObject()}static finishInferenceSessionBuffer(e,t){e.finish(t,"ORTM")}static finishSizePrefixedInferenceSessionBuffer(e,t){e.finish(t,"ORTM",!0)}static createInferenceSession(e,t,r,o){return n.startInferenceSession(e),n.addOrtVersion(e,t),n.addModel(e,r),n.addSessionState(e,o),n.endInferenceSession(e)}}t.InferenceSession=n}(t.fbs||(t.fbs={}))}(e.experimental||(e.experimental={}))}(t.onnxruntime||(t.onnxruntime={}))},7448:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.OnnxjsSessionHandler=void 0;const r=n(1670),o=n(9162);t.OnnxjsSessionHandler=class{constructor(e){this.session=e,this.inputNames=this.session.inputNames,this.outputNames=this.session.outputNames}async dispose(){}async run(e,t,n){const i=new Map;for(const t in e)if(Object.hasOwnProperty.call(e,t)){const n=e[t];i.set(t,new o.Tensor(n.dims,n.type,void 0,void 0,n.data))}const a=await this.session.run(i),s={};return a.forEach(((e,t)=>{s[t]=new r.Tensor(e.type,e.data,e.dims)})),s}startProfiling(){this.session.startProfiling()}endProfiling(){this.session.endProfiling()}}},6919:(e,t,n)=>{"use strict";Object.defineProperty(t,"__esModule",{value:!0}),t.Session=void 0;const r=n(7067),o=n(1296),i=n(7091),a=n(1036),s=n(6231),u=n(2644);t.Session=class{constructor(e={}){this._initialized=!1,this.backendHint=e.backendHint,this.profiler=s.Profiler.create(e.profiler),this.context={profiler:this.profiler,graphInputTypes:[],graphInputDims:[]}}get inputNames(){return this._model.graph.getInputNames()}get outputNames(){return this._model.graph.getOutputNames()}startProfiling(){this.profiler.start()}endProfiling(){this.profiler.stop()}async loadModel(e,t,n){await this.profiler.event("session","Session.loadModel",(async()=>{const a=await(0,i.resolveBackend)(this.backendHint);if(this.sessionHandler=a.createSessionHandler(this.context),this._model=new u.Model,"string"==typeof e){const t=e.endsWith(".ort");if("undefined"==typeof fetch){const n=await(0,o.promisify)(r.readFile)(e);this.initialize(n,t)}else{const n=await fetch(e),r=await n.arrayBuffer();this.initialize(new Uint8Array(r),t)}}else if(ArrayBuffer.isView(e))this.initialize(e);else{const r=new Uint8Array(e,t||0,n||e.byteLength);this.initialize(r)}}))}initialize(e,t){if(this._initialized)throw new Error("already initialized");this.profiler.event("session","Session.initialize",(()=>{const n=this.sessionHandler.transformGraph?this.sessionHandler:void 0;this._model.load(e,n,t),this.sessionHandler.onGraphInitialized&&this.sessionHandler.onGraphInitialized(this._model.graph),this.initializeOps(this._model.graph),this._executionPlan=new a.ExecutionPlan(this._model.graph,this._ops,this.profiler)})),this._initialized=!0}async run(e){if(!this._initialized)throw new Error("session not initialized yet");return this.profiler.event("session","Session.run",(async()=>{const t=this.normalizeAndValidateInputs(e),n=await this._executionPlan.execute(this.sessionHandler,t);return this.createOutput(n)}))}normalizeAndValidateInputs(e){const t=this._model.graph.getInputNames();if(Array.isArray(e)){if(e.length!==t.length)throw new Error(`incorrect input array length: expected ${t.length} but got ${e.length}`)}else{if(e.size!==t.length)throw new Error(`incorrect input map size: expected ${t.length} but got ${e.size}`);const n=new Array(e.size);let r=0;for(let o=0;o<t.length;++o){const i=e.get(t[o]);if(!i)throw new Error(`missing input tensor for: '${name}'`);n[r++]=i}e=n}if(this.context.graphInputTypes&&0!==this.context.graphInputTypes.length&&this.context.graphInputDims&&0!==this.context.graphInputDims.length)this.validateInputTensorDims(this.context.graphInputDims,e,!1);else{const t=this._model.graph.getInputIndices(),n=this._model.graph.getValues(),r=new Array(t.length);for(let o=0;o<t.length;++o){const i=n[t[o]];r[o]=i.type.shape.dims,this.context.graphInputTypes.push(i.type.tensorType),this.context.graphInputDims.push(e[o].dims)}this.validateInputTensorDims(r,e,!0)}return this.validateInputTensorTypes(this.context.graphInputTypes,e),e}validateInputTensorTypes(e,t){for(let n=0;n<t.length;n++){const r=e[n],o=t[n].type;if(r!==o)throw new Error(`input tensor[${n}] check failed: expected type '${r}' but got ${o}`)}}validateInputTensorDims(e,t,n){for(let r=0;r<t.length;r++){const o=e[r],i=t[r].dims;if(!this.compareTensorDims(o,i,n))throw new Error(`input tensor[${r}] check failed: expected shape '[${o.join(",")}]' but got [${i.join(",")}]`)}}compareTensorDims(e,t,n){if(e.length!==t.length)return!1;for(let r=0;r<e.length;++r)if(e[r]!==t[r]&&(!n||0!==e[r]))return!1;return!0}createOutput(e){const t=this._model.graph.getOutputNames();if(e.length!==t.length)throw new Error("expected number of outputs do not match number of generated outputs");const n=new Map;for(let r=0;r<t.length;++r)n.set(t[r],e[r]);return n}initializeOps(e){const t=e.getNodes();this._ops=new Array(t.length);for(let n=0;n<t.length;n++)this._ops[n]=this.sessionHandler.resolve(t[n],this._model.opsets,e)}}},9162:function(e,t,n){"use strict";var r=this&&this.__importDefault||function(e){return e&&e.__esModule?e:{default:e}};Object.defineProperty(t,"__esModule",{value:!0}),t.Tensor=void 0;const o=n(3442),i=r(n(3720)),a=n(1446),s=n(9395),u=n(2517);var l=s.onnxruntime.experimental.fbs;class c{get data(){if(void 0===this.cache){const e=this.dataProvider(this.dataId);if(e.length!==this.size)throw new Error("Length of data provided by the Data Provider is inconsistent with the dims of this Tensor.");this.cache=e}return this.cache}get stringData(){if("string"!==this.type)throw new TypeError("data type is not string");return this.data}get integerData(){switch(this.type){case"uint8":case"int8":case"uint16":case"int16":case"int32":case"uint32":case"bool":return this.data;default:throw new TypeError("data type is not integer (uint8, int8, uint16, int16, int32, uint32, bool)")}}get floatData(){switch(this.type){case"float32":case"float64":return this.data;default:throw new TypeError("data type is not float (float32, float64)")}}get numberData(){if("string"!==this.type)return this.data;throw new TypeError("type cannot be non-number (string)")}get(e){return this.data[u.ShapeUtil.indicesToOffset(e,this.strides)]}set(e,t){this.data[u.ShapeUtil.indicesToOffset(e,this.strides)]=t}async getData(){return void 0===this.cache&&(this.cache=await this.asyncDataProvider(this.dataId)),this.cache}get strides(){return this._strides||(this._strides=u.ShapeUtil.computeStrides(this.dims)),this._strides}constructor(e,t,n,r,i,a=o.Guid.create()){this.dims=e,this.type=t,this.dataProvider=n,this.asyncDataProvider=r,this.cache=i,this.dataId=a,this.size=u.ShapeUtil.validateDimsAndCalcSize(e);const s=this.size,l=void 0===n&&void 0===r&&void 0===i;if(void 0!==i&&i.length!==s)throw new RangeError("Input dims doesn't match data length.");if("string"===t){if(!(void 0===i||Array.isArray(i)&&i.every((e=>"string"==typeof e))))throw new TypeError("cache should be a string array");l&&(this.cache=new Array(s))}else{if(void 0!==i){const e=d(t);if(!(i instanceof e))throw new TypeError(`cache should be type ${e.name}`)}if(l){const e=new ArrayBuffer(s*function(e){switch(e){case"bool":case"int8":case"uint8":return 1;case"int16":case"uint16":return 2;case"int32":case"uint32":case"float32":return 4;case"float64":return 8;default:throw new Error(`cannot calculate sizeof() on type ${e}`)}}(t));this.cache=function(e,t){return new(d(t))(e)}(e,t)}}}static fromProto(e){if(!e)throw new Error("cannot construct Value from an empty tensor");const t=u.ProtoUtil.tensorDataTypeFromProto(e.dataType),n=u.ProtoUtil.tensorDimsFromProto(e.dims),r=new c(n,t);if("string"===t)e.stringData.forEach(((e,t)=>{r.data[t]=(0,u.decodeUtf8String)(e)}));else if(e.rawData&&"number"==typeof e.rawData.byteLength&&e.rawData.byteLength>0){const t=r.data,n=new DataView(e.rawData.buffer,e.rawData.byteOffset,e.rawData.byteLength),o=f(e.dataType),i=e.rawData.byteLength/o;if(e.rawData.byteLength%o!=0)throw new Error("invalid buffer length");if(t.length!==i)throw new Error("buffer length mismatch");for(let r=0;r<i;r++){const i=h(n,e.dataType,r*o);t[r]=i}}else{let t;switch(e.dataType){case a.onnx.TensorProto.DataType.FLOAT:t=e.floatData;break;case a.onnx.TensorProto.DataType.INT32:case a.onnx.TensorProto.DataType.INT16:case a.onnx.TensorProto.DataType.UINT16:case a.onnx.TensorProto.DataType.INT8:case a.onnx.TensorProto.DataType.UINT8:case a.onnx.TensorProto.DataType.BOOL:t=e.int32Data;break;case a.onnx.TensorProto.DataType.INT64:t=e.int64Data;break;case a.onnx.TensorProto.DataType.DOUBLE:t=e.doubleData;break;case a.onnx.TensorProto.DataType.UINT32:case a.onnx.TensorProto.DataType.UINT64:t=e.uint64Data;break;default:throw new Error("unspecific error")}if(null==t)throw new Error("failed to populate data from a tensorproto value");const n=r.data;if(n.length!==t.length)throw new Error("array length mismatch");for(let r=0;r<t.length;r++){const o=t[r];i.default.isLong(o)?n[r]=p(o,e.dataType):n[r]=o}}return r}static fromData(e,t,n){return new c(t,n,void 0,void 0,e)}static fromOrtTensor(e){if(!e)throw new Error("cannot construct Value from an empty tensor");const t=u.ProtoUtil.tensorDimsFromORTFormat(e),n=u.ProtoUtil.tensorDataTypeFromProto(e.dataType()),r=new c(t,n);if("string"===n)for(let t=0;t<e.stringDataLength();t++)r.data[t]=e.stringData(t);else if(e.rawDataArray()&&"number"==typeof e.rawDataLength()&&e.rawDataLength()>0){const t=r.data,n=new DataView(e.rawDataArray().buffer,e.rawDataArray().byteOffset,e.rawDataLength()),o=f(e.dataType()),i=e.rawDataLength()/o;if(e.rawDataLength()%o!=0)throw new Error("invalid buffer length");if(t.length!==i)throw new Error("buffer length mismatch");for(let r=0;r<i;r++){const i=h(n,e.dataType(),r*o);t[r]=i}}return r}}function f(e){switch(e){case a.onnx.TensorProto.DataType.UINT8:case a.onnx.TensorProto.DataType.INT8:case a.onnx.TensorProto.DataType.BOOL:return 1;case a.onnx.TensorProto.DataType.UINT16:case a.onnx.TensorProto.DataType.INT16:return 2;case a.onnx.TensorProto.DataType.FLOAT:case a.onnx.TensorProto.DataType.INT32:case a.onnx.TensorProto.DataType.UINT32:return 4;case a.onnx.TensorProto.DataType.INT64:case a.onnx.TensorProto.DataType.DOUBLE:case a.onnx.TensorProto.DataType.UINT64:return 8;default:throw new Error(`cannot calculate sizeof() on type ${a.onnx.TensorProto.DataType[e]}`)}}function d(e){switch(e){case"bool":case"uint8":return Uint8Array;case"int8":return Int8Array;case"int16":return Int16Array;case"uint16":return Uint16Array;case"int32":return Int32Array;case"uint32":return Uint32Array;case"float32":return Float32Array;case"float64":return Float64Array;default:throw new Error("unspecified error")}}function p(e,t){if(t===a.onnx.TensorProto.DataType.INT64||t===l.TensorDataType.INT64){if(e.greaterThanOrEqual(2147483648)||e.lessThan(-2147483648))throw new TypeError("int64 is not supported")}else{if(t!==a.onnx.TensorProto.DataType.UINT32&&t!==l.TensorDataType.UINT32&&t!==a.onnx.TensorProto.DataType.UINT64&&t!==l.TensorDataType.UINT64)throw new TypeError(`not a LONG type: ${a.onnx.TensorProto.DataType[t]}`);if(e.greaterThanOrEqual(4294967296)||e.lessThan(0))throw new TypeError("uint64 is not supported")}return e.toNumber()}function h(e,t,n){switch(t){case a.onnx.TensorProto.DataType.BOOL:case a.onnx.TensorProto.DataType.UINT8:return e.getUint8(n);case a.onnx.TensorProto.DataType.INT8:return e.getInt8(n);case a.onnx.TensorProto.DataType.UINT16:return e.getUint16(n,!0);case a.onnx.TensorProto.DataType.INT16:return e.getInt16(n,!0);case a.onnx.TensorProto.DataType.FLOAT:return e.getFloat32(n,!0);case a.onnx.TensorProto.DataType.INT32:return e.getInt32(n,!0);case a.onnx.TensorProto.DataType.UINT32:return e.getUint32(n,!0);case a.onnx.TensorProto.DataType.INT64:return p(i.default.fromBits(e.getUint32(n,!0),e.getUint32(n+4,!0),!1),t);case a.onnx.TensorProto.DataType.DOUBLE:return e.getFloat64(n,!0);case a.onnx.TensorProto.DataType.UINT64:return p(i.default.fromBits(e.getUint32(n,!0),e.getUint32(n+4,!0),!0),t);default:throw new Error(`cannot read from DataView for type ${a.onnx.TensorProto.DataType[t]}`)}}t.Tensor=c},2517:function(e,t,n){"use strict";var r=this&&this.__importDefault||function(e){return e&&e.__esModule?e:{default:e}};Object.defineProperty(t,"__esModule",{value:!0}),t.decodeUtf8String=t.MAX_CLIP=t.MIN_CLIP=t.PoolConvUtil=t.ReduceUtil=t.SplitUtil=t.MathUtil=t.ShapeUtil=t.LongUtil=t.ProtoUtil=t.GemmUtil=t.arrayCopyHelper=t.BroadcastUtil=t.MatMulUtil=t.ArrayUtil=t.assert=t.checkInputsShape=void 0;const o=n(5686),i=r(n(3720)),a=n(1446),s=n(9162);t.checkInputsShape=function(e,...t){if(!e||e.length!==t.length)return!1;for(let n=0;n<e.length;n++)if(!e[n].dims||e[n].dims.length!==t[n])return!1;return!0},t.assert=function(e,t){if(!e)throw new Error("string"==typeof t?t:t())},t.ArrayUtil=class{static arraysEqual(e,t){if(e.length!==t.length)return!1;for(let n=0;n<e.length;n++)if(e[n]!==t[n])return!1;return!0}};class u{static preprocessInputShapes(e,t){return[1===e.length?[1,e[0]]:e,1===t.length?[t[0],1]:t]}static postprocessOutputShape(e,t,n){1===t&&e.splice(e.length-2,1),1===n&&e.pop()}static calcMatMulShape(e,t){return e[1]!==t[0]?void 0:[e[0],t[1]]}}t.MatMulUtil=u;class l{static calcShape(e,t,n=!1){const r=e.length,o=t.length;if(0===r)return t;if(0===o)return e;const i=Math.max(e.length,t.length),a=new Array(i);if(n){if(r<2||o<2)return;const n=u.calcMatMulShape([e[r-2],e[r-1]],[t[o-2],t[o-1]]);if(void 0===n)return;[a[i-2],a[i-1]]=n}for(let s=n?3:1;s<=i;s++){const n=r-s<0?1:e[r-s],u=o-s<0?1:t[o-s];if(n!==u&&n>1&&u>1)return;a[i-s]=Math.max(n,u)}return a}static index(e,t){const n=new Array(t.length);return l.fillIndex(e,t,n),n}static fillIndex(e,t,n){const r=e.length-t.length;for(let o=0;o<t.length;o++)n[o]=e[r+o]%t[o]}static calc(e,t,n,r,o){const i=l.calcShape(e.dims,t.dims);if(i){if(r&&!d.areEqual(i,e.dims))return;const a=d.size(i),u=r?e:new s.Tensor(i,o||e.type);if(0===i.length)u.set([],n(e.get([]),t.get([])));else{const r=new Array(i.length),o=new Array(e.dims.length),s=new Array(t.dims.length);let c,f=0,d=0,p=!1,h=!1;0===e.dims.length&&(f=e.get([]),p=!0),0===t.dims.length&&(d=t.get([]),h=!0);for(let g=0;g<a;g++){c=g;for(let e=i.length-1;e>=0;e--)r[e]=c%i[e],c=Math.floor(c/i[e]);p||(l.fillIndex(r,e.dims,o),f=e.get(o)),h||(l.fillIndex(r,t.dims,s),d=t.get(s)),u.set(r,n(f,d))}}return u}}static isValidBroadcast(e,t){const n=e.length,r=t.length;if(n>r)return!1;for(let o=1;o<=n;o++)if(1!==e[n-o]&&e[n-o]!==t[r-o])return!1;return!0}static getBroadcastDims(e,t){const n=e.length,r=[];for(let o=0;o<n;o++){const i=n-1-o,a=e[i]||1;(t[t.length-1-o]||1)>1&&1===a&&r.unshift(i)}return r}}t.BroadcastUtil=l,t.arrayCopyHelper=function(e,t,n,r,o){if(r<0||r>=t.length)throw new Error("sourceIndex out of bounds");if(n<0||n>=e.length)throw new Error("targetIndex out of bounds");if(r+o>t.length)throw new Error("source indices to be copied are outside bounds");if(n+o>e.length)throw new Error("target array is too small to hold result");for(let i=0;i<o;i++)e[n+i]=t[r+i]},t.GemmUtil=class{static getShapeOfGemmResult(e,t,n,r,o){if(2!==e.length||2!==n.length)throw new Error("shape need to be of size 2");let i,a,s;t?(i=e[1],a=e[0]):(i=e[0],a=e[1]);let u=-1;if(r?(s=n[0],u=1):(s=n[1],u=0),n[u]!==a)throw new Error("dimension mismatch");if(i<=0||s<=0||a<=0)throw new Error("invalid shape specified");if(o&&!l.isValidBroadcast(o,[i,s]))throw new Error("gemm: invalid bias shape for broadcast");return[i,s,a]}};class c{static tensorDataTypeFromProto(e){switch(e){case a.onnx.TensorProto.DataType.INT8:return"int8";case a.onnx.TensorProto.DataType.UINT8:return"uint8";case a.onnx.TensorProto.DataType.BOOL:return"bool";case a.onnx.TensorProto.DataType.INT16:return"int16";case a.onnx.TensorProto.DataType.UINT16:return"uint16";case a.onnx.TensorProto.DataType.INT32:return"int32";case a.onnx.TensorProto.DataType.UINT32:return"uint32";case a.onnx.TensorProto.DataType.FLOAT:return"float32";case a.onnx.TensorProto.DataType.DOUBLE:return"float64";case a.onnx.TensorProto.DataType.STRING:return"string";case a.onnx.TensorProto.DataType.INT64:return"int32";case a.onnx.TensorProto.DataType.UINT64:return"uint32";default:throw new Error(`unsupported data type: ${a.onnx.TensorProto.DataType[e]}`)}}static tensorDataTypeStringToEnum(e){switch(e){case"int8":return a.onnx.TensorProto.DataType.INT8;case"uint8":return a.onnx.TensorProto.DataType.UINT8;case"bool":return a.onnx.TensorProto.DataType.BOOL;case"int16":return a.onnx.TensorProto.DataType.INT16;case"uint16":return a.onnx.TensorProto.DataType.UINT16;case"int32":return a.onnx.TensorProto.DataType.INT32;case"uint32":return a.onnx.TensorProto.DataType.UINT32;case"float32":return a.onnx.TensorProto.DataType.FLOAT;case"float64":return a.onnx.TensorProto.DataType.DOUBLE;case"string":return a.onnx.TensorProto.DataType.STRING;case"int64":return a.onnx.TensorProto.DataType.INT64;case"uint64":return a.onnx.TensorProto.DataType.UINT64;default:throw new Error(`unsupported data type: ${e}`)}}static tensorDimsFromProto(e){return e.map((e=>i.default.isLong(e)?e.toNumber():e))}static tensorValueTypeFromProto(e){return{tensorType:c.tensorDataTypeFromProto(e.elemType),shape:{dims:c.tensorDimsFromProto(e.shape.dim.map((e=>e.dimValue)))}}}static tensorDimsFromORTFormat(e){const t=[];for(let n=0;n<e.dimsLength();n++)t.push(f.longToNumber(e.dims(n)));return t}static tensorAttributesFromORTFormat(e){const t=[];for(let n=0;n<e.attributesLength();n++)t.push(e.attributes(n));return t}}t.ProtoUtil=c;class f{static longToNumber(e,t){return i.default.isLong(e)?e.toNumber():e instanceof o.flatbuffers.Long?i.default.fromValue({low:e.low,high:e.high,unsigned:null!=t&&t}).toNumber():e}static isLong(e){return i.default.isLong(e)||e instanceof o.flatbuffers.Long}}t.LongUtil=f;class d{static size(e){return d.getSizeFromDimensionRange(e,0,e.length)}static sizeFromDimension(e,t){if(t<0||t>e.length)throw new Error(`invalid dimension of ${t} for sizeFromDimension as Tensor has ${e.length} dimensions.`);return d.getSizeFromDimensionRange(e,t,e.length)}static sizeToDimension(e,t){if(t<0||t>e.length)throw new Error(`invalid dimension of ${t} for sizeToDimension as Tensor has ${e.length} dimensions.`);return d.getSizeFromDimensionRange(e,0,t)}static getSizeFromDimensionRange(e,t,n){let r=1;for(let o=t;o<n;o++){if(e[o]<=0)throw new Error("cannot get valid size from specified dimension range. 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n=t.ref;(null===e&&null!==n||null!==e&&e.ref!==n)&&(t.flags|=512,t.flags|=2097152)}function Ss(e,t,n,r,o){var i=No(n)?Co:Io.current;return i=Do(t,i),Pi(t,o),n=ma(e,t,n,r,i,o),r=ba(),null===e||As?(ii&&r&&ti(t),t.flags|=1,vs(e,t,n,o),t.child):(t.updateQueue=e.updateQueue,t.flags&=-2053,e.lanes&=~o,Gs(e,t,o))}function Os(e,t,n,r,o){if(No(n)){var i=!0;Lo(t)}else i=!1;if(Pi(t,o),null===t.stateNode)Vs(e,t),as(t,n,r),us(t,n,r,o),r=!0;else if(null===e){var a=t.stateNode,s=t.memoizedProps;a.props=s;var u=a.context,l=n.contextType;l="object"==typeof l&&null!==l?Ci(l):Do(t,l=No(n)?Co:Io.current);var c=n.getDerivedStateFromProps,f="function"==typeof c||"function"==typeof a.getSnapshotBeforeUpdate;f||"function"!=typeof a.UNSAFE_componentWillReceiveProps&&"function"!=typeof a.componentWillReceiveProps||(s!==r||u!==l)&&ss(t,a,r,l),Ri=!1;var d=t.memoizedState;a.state=d,Vi(t,r,a,o),u=t.memoizedState,s!==r||d!==u||Po.current||Ri?("function"==typeof 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256&t.flags?(t.flags&=-257,Ms(e,t,s,r=cs(Error(i(422))))):null!==t.memoizedState?(t.child=e.child,t.flags|=128,null):(a=r.fallback,o=t.mode,r=Rl({mode:"visible",children:r.children},o,0,null),(a=$l(a,o,s,null)).flags|=2,r.return=t,a.return=t,r.sibling=a,t.child=r,1&t.mode&&wi(t,e.child,null,s),t.child.memoizedState=Rs(s),t.memoizedState=$s,a);if(!(1&t.mode))return Ms(e,t,s,null);if("$!"===o.data){if(r=o.nextSibling&&o.nextSibling.dataset)var u=r.dgst;return r=u,Ms(e,t,s,r=cs(a=Error(i(419)),r,void 0))}if(u=!!(s&e.childLanes),As||u){if(null!==(r=Iu)){switch(s&-s){case 4:o=2;break;case 16:o=8;break;case 64:case 128:case 256:case 512:case 1024:case 2048:case 4096:case 8192:case 16384:case 32768:case 65536:case 131072:case 262144:case 524288:case 1048576:case 2097152:case 4194304:case 8388608:case 16777216:case 33554432:case 67108864:o=32;break;case 536870912:o=268435456;break;default:o=0}0!==(o=o&(r.suspendedLanes|s)?0:o)&&o!==a.retryLane&&(a.retryLane=o,$i(e,o),nl(r,e,o,-1))}return 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e=(s=e.child).sibling,o=Nl(s,{mode:"visible",children:o.children}),!(1&t.mode)&&(o.lanes=n),o.return=t,o.sibling=null,null!==e&&(null===(n=t.deletions)?(t.deletions=[e],t.flags|=16):n.push(e)),t.child=o,t.memoizedState=null,o}function Fs(e,t){return(t=Rl({mode:"visible",children:t},e.mode,0,null)).return=e,e.child=t}function Ms(e,t,n,r){return null!==r&&gi(r),wi(t,e.child,null,n),(e=Fs(t,t.pendingProps.children)).flags|=2,t.memoizedState=null,e}function js(e,t,n){e.lanes|=t;var r=e.alternate;null!==r&&(r.lanes|=t),Ii(e.return,t,n)}function Us(e,t,n,r,o){var i=e.memoizedState;null===i?e.memoizedState={isBackwards:t,rendering:null,renderingStartTime:0,last:r,tail:n,tailMode:o}:(i.isBackwards=t,i.rendering=null,i.renderingStartTime=0,i.last=r,i.tail=n,i.tailMode=o)}function zs(e,t,n){var r=t.pendingProps,o=r.revealOrder,i=r.tail;if(vs(e,t,r.children,n),2&(r=ea.current))r=1&r|2,t.flags|=128;else{if(null!==e&&128&e.flags)e:for(e=t.child;null!==e;){if(13===e.tag)null!==e.memoizedState&&js(e,n,t);else if(19===e.tag)js(e,n,t);else if(null!==e.child){e.child.return=e,e=e.child;continue}if(e===t)break e;for(;null===e.sibling;){if(null===e.return||e.return===t)break e;e=e.return}e.sibling.return=e.return,e=e.sibling}r&=1}if(Oo(ea,r),1&t.mode)switch(o){case"forwards":for(n=t.child,o=null;null!==n;)null!==(e=n.alternate)&&null===ta(e)&&(o=n),n=n.sibling;null===(n=o)?(o=t.child,t.child=null):(o=n.sibling,n.sibling=null),Us(t,!1,o,n,i);break;case"backwards":for(n=null,o=t.child,t.child=null;null!==o;){if(null!==(e=o.alternate)&&null===ta(e)){t.child=o;break}e=o.sibling,o.sibling=n,n=o,o=e}Us(t,!0,n,null,i);break;case"together":Us(t,!1,null,null,void 0);break;default:t.memoizedState=null}else t.memoizedState=null;return t.child}function 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