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Browse files- build/asset-manifest.json +6 -6
- build/index.html +1 -1
- build/static/css/main.269ef4d4.css +0 -4
- build/static/css/main.269ef4d4.css.map +0 -1
- build/static/css/main.30d8f365.css +4 -0
- build/static/css/main.30d8f365.css.map +1 -0
- build/static/js/{main.5e03a8ae.js β main.45548513.js} +0 -0
- build/static/js/{main.5e03a8ae.js.LICENSE.txt β main.45548513.js.LICENSE.txt} +0 -0
- build/static/js/{main.5e03a8ae.js.map β main.45548513.js.map} +0 -0
- src/pages/Calculator.tsx +158 -158
build/asset-manifest.json
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{
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"files": {
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"main.css": "/static/css/main.
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"main.js": "/static/js/main.
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"static/media/logo-dark-mode.png": "/static/media/logo-dark-mode.0c51ff42111d2779453a.png",
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"static/media/logo-light-mode.png": "/static/media/logo-light-mode.6bc3b2d5ed1ec2d7d721.png",
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"index.html": "/index.html",
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"main.
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"main.
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},
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"entrypoints": [
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"static/css/main.
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"static/js/main.
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]
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}
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{
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"files": {
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"main.css": "/static/css/main.30d8f365.css",
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"main.js": "/static/js/main.45548513.js",
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"static/media/logo-dark-mode.png": "/static/media/logo-dark-mode.0c51ff42111d2779453a.png",
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"static/media/logo-light-mode.png": "/static/media/logo-light-mode.6bc3b2d5ed1ec2d7d721.png",
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"index.html": "/index.html",
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"main.30d8f365.css.map": "/static/css/main.30d8f365.css.map",
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"main.45548513.js.map": "/static/js/main.45548513.js.map"
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},
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"entrypoints": [
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"static/css/main.30d8f365.css",
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"static/js/main.45548513.js"
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]
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}
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build/index.html
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<!doctype html><html lang="en"><head><meta charset="utf-8"/><link rel="icon" href="icon.png"/><meta name="viewport" content="width=device-width,initial-scale=1"/><meta name="theme-color" content="#000000"/><meta name="Titan Takeoff Server" content="Titan Takeoff Server"/><link rel="manifest" crossorigin="use-credentials" href="manifest.json"/><title>Titan Takeoff Server</title><script defer="defer" src="./static/js/main.
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<!doctype html><html lang="en"><head><meta charset="utf-8"/><link rel="icon" href="icon.png"/><meta name="viewport" content="width=device-width,initial-scale=1"/><meta name="theme-color" content="#000000"/><meta name="Titan Takeoff Server" content="Titan Takeoff Server"/><link rel="manifest" crossorigin="use-credentials" href="manifest.json"/><title>Titan Takeoff Server</title><script defer="defer" src="./static/js/main.45548513.js"></script><link href="./static/css/main.30d8f365.css" rel="stylesheet"></head><body><noscript>You need to enable JavaScript to run this app.</noscript><div id="root"></div></body></html>
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build/static/css/main.269ef4d4.css
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/*
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! tailwindcss v3.4.10 | MIT License | https://tailwindcss.com
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*/*,:after,:before{border:0 solid #e5e7eb;box-sizing:border-box}:after,:before{--tw-content:""}:host,html{-webkit-text-size-adjust:100%;font-feature-settings:normal;-webkit-tap-highlight-color:transparent;font-family:ui-sans-serif,system-ui,sans-serif,Apple Color Emoji,Segoe UI Emoji,Segoe UI Symbol,Noto Color Emoji;font-variation-settings:normal;line-height:1.5;tab-size:4}body{line-height:inherit}hr{border-top-width:1px;color:inherit;height:0}abbr:where([title]){-webkit-text-decoration:underline dotted;text-decoration:underline dotted}h1,h2,h3,h4,h5,h6{font-size:inherit;font-weight:inherit}a{color:inherit;text-decoration:inherit}b,strong{font-weight:bolder}code,kbd,pre,samp{font-feature-settings:normal;font-family:ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,Liberation Mono,Courier New,monospace;font-size:1em;font-variation-settings:normal}small{font-size:80%}sub,sup{font-size:75%;line-height:0;position:relative;vertical-align:initial}sub{bottom:-.25em}sup{top:-.5em}table{border-collapse:collapse;border-color:inherit;text-indent:0}button,input,optgroup,select,textarea{font-feature-settings:inherit;color:inherit;font-family:inherit;font-size:100%;font-variation-settings:inherit;font-weight:inherit;letter-spacing:inherit;line-height:inherit;margin:0;padding:0}button,select{text-transform:none}button,input:where([type=button]),input:where([type=reset]),input:where([type=submit]){-webkit-appearance:button;background-color:initial;background-image:none}:-moz-focusring{outline:auto}:-moz-ui-invalid{box-shadow:none}progress{vertical-align:initial}::-webkit-inner-spin-button,::-webkit-outer-spin-button{height:auto}[type=search]{-webkit-appearance:textfield;outline-offset:-2px}::-webkit-search-decoration{-webkit-appearance:none}::-webkit-file-upload-button{-webkit-appearance:button;font:inherit}summary{display:list-item}blockquote,dd,dl,figure,h1,h2,h3,h4,h5,h6,hr,p,pre{margin:0}fieldset{margin:0}fieldset,legend{padding:0}menu,ol,ul{list-style:none;margin:0;padding:0}dialog{padding:0}textarea{resize:vertical}input::placeholder,textarea::placeholder{color:#9ca3af;opacity:1}[role=button],button{cursor:pointer}:disabled{cursor:default}audio,canvas,embed,iframe,img,object,svg,video{display:block;vertical-align:middle}img,video{height:auto;max-width:100%}[hidden]{display:none}*,::backdrop,:after,:before{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:#3b82f680;--tw-ring-offset-shadow:0 0 #0000;--tw-ring-shadow:0 0 #0000;--tw-shadow:0 0 #0000;--tw-shadow-colored:0 0 #0000;--tw-blur: ;--tw-brightness: ;--tw-contrast: ;--tw-grayscale: ;--tw-hue-rotate: ;--tw-invert: ;--tw-saturate: ;--tw-sepia: ;--tw-drop-shadow: ;--tw-backdrop-blur: ;--tw-backdrop-brightness: ;--tw-backdrop-contrast: ;--tw-backdrop-grayscale: ;--tw-backdrop-hue-rotate: ;--tw-backdrop-invert: ;--tw-backdrop-opacity: ;--tw-backdrop-saturate: ;--tw-backdrop-sepia: ;--tw-contain-size: ;--tw-contain-layout: ;--tw-contain-paint: ;--tw-contain-style: }.static{position:static}.m-2{margin:.5rem}.mx-4{margin-left:1rem;margin-right:1rem}.mb-2{margin-bottom:.5rem}.mb-4{margin-bottom:1rem}.mb-6{margin-bottom:1.5rem}.mb-8{margin-bottom:2rem}.ml-8{margin-left:2rem}.mr-4{margin-right:1rem}.mt-4{margin-top:1rem}.block{display:block}.flex{display:flex}.grid{display:grid}.hidden{display:none}.h-screen{height:100vh}.min-h-screen{min-height:100vh}.w-full{width:100%}.max-w-4xl{max-width:56rem}.flex-grow{flex-grow:1}.transform{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))}.resize-none{resize:none}.grid-cols-1{grid-template-columns:repeat(1,minmax(0,1fr))}.flex-row{flex-direction:row}.flex-col{flex-direction:column}.items-center{align-items:center}.justify-center{justify-content:center}.justify-between{justify-content:space-between}.gap-4{gap:1rem}.space-x-4>:not([hidden])~:not([hidden]){--tw-space-x-reverse:0;margin-left:calc(1rem*(1 - var(--tw-space-x-reverse)));margin-right:calc(1rem*var(--tw-space-x-reverse))}.space-y-8>:not([hidden])~:not([hidden]){--tw-space-y-reverse:0;margin-bottom:calc(2rem*var(--tw-space-y-reverse));margin-top:calc(2rem*(1 - var(--tw-space-y-reverse)))}.whitespace-nowrap{white-space:nowrap}.border{border-width:1px}.p-4{padding:1rem}.px-4{padding-left:1rem;padding-right:1rem}.py-1{padding-bottom:.25rem;padding-top:.25rem}.py-2{padding-bottom:.5rem;padding-top:.5rem}.text-center{text-align:center}.text-2xl{font-size:1.5rem;line-height:2rem}.text-4xl{font-size:2.25rem;line-height:2.5rem}.text-sm{font-size:.875rem;line-height:1.25rem}.text-xl{font-size:1.25rem;line-height:1.75rem}.invert{--tw-invert:invert(100%)}.filter,.invert{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)}:root{--text-color:#f9fafb;--background-color:#181f26;--input-color:#1f2937;--button-color:#374151;--button-hover-color:#4b5563;--scrollbar-color:#9b9b9bb3;--chatbox-color:#2f3e46;--message-border-colors:#e25e5b,#f29062,#ffc068,#ffe7dc,#71cbe8,#444292;--message-text-color:var(--text-color)}body{-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;background-color:#181f26;background-color:var(--background-color);color:#f9fafb;color:var(--text-color);display:flex;flex-direction:column;font-family:-apple-system,BlinkMacSystemFont,Segoe UI,Roboto,Oxygen,Ubuntu,Cantarell,Fira Sans,Droid Sans,Helvetica Neue,sans-serif;height:100vh;margin:0}body.light{--text-color:#111827;--background-color:#f9fafb;--input-color:#f1f5f9;--button-color:#e5e7eb;--button-hover-color:#d1d5db;--scrollbar-color:#646464b3;--chatbox-color:#64748b;--message-border-colors:#e25e5b,#f29062,#ffc068,#ffe7dc,#71cbe8,#444292;--message-text-color:#f9fafb}code{font-family:source-code-pro,Menlo,Monaco,Consolas,Courier New,monospace}#topbar{height:60px}#layout{height:calc(100vh - 60px)}#textarea{height:calc(100vh - 180px)}#textarea,.config-input{background-color:#1f2937;background-color:var(--input-color);color:#f9fafb;color:var(--text-color);width:100%}.button-style{background-color:#374151;background-color:var(--button-color);color:#f9fafb;color:var(--text-color)}.button-style:hover{background-color:#4b5563;background-color:var(--button-hover-color)}.toggle-switch{display:inline-block;height:34px;margin-top:1em;position:relative;width:60px}.toggle-switch input{height:0;opacity:0;width:0}.toggle-switch .slider{background-color:#374151;background-color:var(--button-color);border-radius:34px;bottom:0;cursor:pointer;height:34px;left:0;position:absolute;right:0;top:0;transition:background-color .4s}.toggle-switch .slider:before{background-color:#f9fafb;background-color:var(--text-color);content:"";position:absolute}.toggle-switch .slider-content,.toggle-switch .slider:before{border-radius:50%;bottom:4px;height:26px;left:4px;transition:transform .4s;width:26px}.toggle-switch .slider-content{align-items:center;display:flex;justify-content:center;position:relative;top:4px}.toggle-switch input:checked+.slider .slider-content,.toggle-switch input:checked+.slider:before{transform:translateX(26px)}#sun-icon{color:#e5e7eb}#moon-icon{color:#374151}.modal-overlay{align-items:center;background-color:#000000b3;display:flex;height:100%;justify-content:center;left:0;position:fixed;top:0;width:100%}.modal-content{background-color:#fff;background-color:#181f26;background-color:var(--background-color);border-radius:8px;color:#f9fafb;color:var(--text-color);max-width:500px;padding:20px;width:80%}.modal-header{align-items:center;display:flex;flex-direction:row;justify-content:space-between}.form-button{background-color:#374151;background-color:var(--button-color);color:#f9fafb;color:var(--text-color);padding:8px;width:100%}.form-button:hover{background-color:#4b5563;background-color:var(--button-hover-color)}.refresh-button{align-items:center;border-radius:50%;display:flex;height:36px;justify-content:center;min-width:36px;transition:transform .4s;width:36px}.refresh-button:hover{background-color:#4b5563;background-color:var(--button-hover-color)}.content-header{display:flex;flex-direction:row;justify-content:space-between;width:100%}.dropdown-input{background-color:#1f2937;background-color:var(--input-color);color:#f9fafb;color:var(--text-color);height:32px;min-width:200px;padding-left:8px;width:100%}#chat-container,#playground-box{height:calc(100vh - 60px)}#chat-container{display:flex;flex-direction:column}#chatbox{background-color:#1f2937;background-color:var(--input-color);flex:1 1;margin:1em;overflow:auto;scrollbar-color:#9b9b9bb3 #0000;scrollbar-color:var(--scrollbar-color) #0000;scrollbar-width:thin}#chatbox::-webkit-scrollbar{width:12px}#chatbox::-webkit-scrollbar-track{background:#0000}#chatbox::-webkit-scrollbar-thumb{border-radius:50px}#chatbox::-webkit-scrollbar-thumb,#chatbox:hover::-webkit-scrollbar-thumb{background:#9b9b9bb3;background:var(--scrollbar-color)}#inputbox{background-color:#1f2937;background-color:var(--input-color);display:flex;flex-direction:row;height:80px;margin:1em}#message-input{background-color:#374151;background-color:var(--button-color);color:#f9fafb;color:var(--text-color);flex:1 1}.chat-button:hover{background-color:#4b5563;background-color:var(--button-hover-color)}.message{background-color:#2f3e46;background-color:var(--chatbox-color);border-radius:10px;box-shadow:0 10px 15px -3px #0000001a,0 4px 6px -2px #0000000d;color:#f9fafb;color:var(--message-text-color);margin:10px;padding:10px;position:relative;z-index:1}.message.user{margin-left:auto;margin-right:40px}.message.assistant{margin-left:40px;margin-right:auto}.home-button{width:600px}.home-button,.home-button-small{background-color:#374151;background-color:var(--button-color);border-radius:10px;color:#f9fafb;color:var(--text-color);cursor:pointer;padding:20px;text-align:center;transition:background-color .3s}.home-button-small{width:300px}.home-button-small:hover,.home-button:hover{background-color:#4b5563;background-color:var(--button-hover-color)}.home-button-title{font-size:20px;font-weight:700;margin-bottom:10px}.home-button-description{font-size:16px}.chart{border:1px solid #f9fafb;border:1px solid var(--text-color);border-radius:4px;flex-direction:column;margin-bottom:10px;margin-top:10px;padding-bottom:12px;padding-left:20px;padding-top:12px}.chart,.chart-row{align-items:center;display:flex}.chart-row{flex-direction:row}.chart-row-size,.chart-row-title{width:100px}.calculator-input-box{display:flex;flex-direction:row}.calculator-box,.calculator-input-box{border:1px solid #f9fafb;border:1px solid var(--text-color);border-radius:4px;margin-bottom:10px;margin-top:10px;padding-block:12px;width:100%}.calculator-input-title{height:100%;margin-left:20px;width:140px}.calculator-input-tab,.calculator-input-tab-active{padding-bottom:4px;padding-left:8px;padding-right:8px}.calculator-input-tab-active{border-bottom:2px solid #f9fafb;border-bottom:2px solid var(--text-color)}.calculator-input,.calculator-select{background-color:#1f2937;background-color:var(--input-color);color:#f9fafb;color:var(--text-color);display:block;padding-block:4px;width:100%}#tooltip{opacity:0;padding:5px;pointer-events:none;position:absolute}#right-container{display:flex;flex-direction:column;height:calc(100vh - 60px)}.table-cell{border:1px solid #f9fafb;border:1px solid var(--text-color)}.chart-side-panel{width:200px}.side-panel-input{background-color:#1f2937;background-color:var(--input-color);color:#f9fafb;color:var(--text-color);display:block;padding-block:4px;width:100%}@media (min-width:640px){.sm\:grid-cols-2{grid-template-columns:repeat(2,minmax(0,1fr))}}
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/*# sourceMappingURL=main.269ef4d4.css.map*/
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build/static/css/main.269ef4d4.css.map
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base;\n@tailwind components;\n@tailwind utilities;\n\n:root {\n --text-color: #f9fafb;\n --background-color: #181f26;\n --input-color: #1f2937; /* lighter */\n --button-color: #374151; /* lighter */\n --button-hover-color: #4b5563; /* lighter */\n --scrollbar-color: rgba(155, 155, 155, 0.7);\n --chatbox-color: #2f3e46;\n --message-border-colors: #e25e5b, #f29062, #ffc068, #ffe7dc, #71cbe8, #444292;\n --message-text-color: var(--text-color);\n}\n\nbody {\n margin: 0;\n font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen', 'Ubuntu',\n 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue', sans-serif;\n -webkit-font-smoothing: antialiased;\n -moz-osx-font-smoothing: grayscale;\n background-color: var(--background-color);\n color: var(--text-color);\n display: flex;\n flex-direction: column;\n height: 100vh;\n margin: 0;\n}\n\nbody.light {\n --text-color: #111827;\n --background-color: #f9fafb;\n --input-color: #f1f5f9;\n --button-color: #e5e7eb;\n --button-hover-color: #d1d5db;\n --scrollbar-color: rgba(100, 100, 100, 0.7);\n --chatbox-color: #64748b;\n --message-border-colors: #e25e5b, #f29062, #ffc068, #ffe7dc, #71cbe8, #444292;\n --message-text-color: #f9fafb;\n}\n\ncode {\n font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New', monospace;\n}\n\n#topbar {\n height: 60px;\n}\n\n#layout {\n height: calc(100vh - 60px);\n}\n\n#textarea {\n color: var(--text-color);\n background-color: var(--input-color);\n width: 100%;\n height: calc(100vh - 180px);\n}\n\n.config-input {\n color: var(--text-color);\n background-color: var(--input-color);\n width: 100%;\n}\n\n/* button */\n.button-style {\n background-color: var(--button-color);\n color: var(--text-color);\n}\n\n.button-style:hover {\n background-color: var(--button-hover-color);\n}\n\n/* toggle switch */\n.toggle-switch {\n position: relative;\n display: inline-block;\n width: 60px;\n height: 34px;\n margin-top: 1em;\n}\n\n.toggle-switch input {\n opacity: 0;\n width: 0;\n height: 0;\n}\n\n.toggle-switch .slider {\n position: absolute;\n cursor: pointer;\n top: 0;\n left: 0;\n right: 0;\n bottom: 0;\n height: 34px;\n background-color: var(--button-color);\n transition: background-color 0.4s;\n border-radius: 34px;\n}\n\n.toggle-switch .slider:before {\n position: absolute;\n content: '';\n height: 26px;\n width: 26px;\n left: 4px;\n bottom: 4px;\n background-color: var(--text-color);\n transition: transform 0.4s;\n border-radius: 50%;\n}\n\n.toggle-switch .slider-content {\n position: relative;\n display: flex;\n height: 26px;\n width: 26px;\n top: 4px;\n align-items: center;\n justify-content: center;\n left: 4px;\n bottom: 4px;\n transition: transform 0.4s;\n border-radius: 50%;\n}\n\n.toggle-switch input:checked + .slider:before,\n.toggle-switch input:checked + .slider .slider-content {\n transform: translateX(26px);\n}\n\n#sun-icon {\n color: #e5e7eb;\n}\n\n#moon-icon {\n color: #374151;\n}\n\n/* modal */\n.modal-overlay {\n position: fixed;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.7);\n display: flex;\n justify-content: center;\n align-items: center;\n}\n\n.modal-content {\n background-color: #fff;\n padding: 20px;\n border-radius: 8px;\n max-width: 500px;\n width: 80%;\n background-color: var(--background-color);\n color: var(--text-color);\n}\n\n.modal-header {\n display: flex;\n flex-direction: row;\n justify-content: space-between;\n align-items: center;\n}\n\n.form-button {\n background-color: var(--button-color);\n color: var(--text-color);\n width: 100%;\n padding: 8px;\n}\n\n.form-button:hover {\n background-color: var(--button-hover-color);\n}\n\n.refresh-button {\n width: 36px;\n height: 36px;\n min-width: 36px;\n display: flex;\n justify-content: center;\n align-items: center;\n transition: transform 0.4s;\n border-radius: 50%;\n}\n\n.refresh-button:hover {\n /* transform: rotate(360deg); */\n background-color: var(--button-hover-color);\n}\n\n.content-header {\n display: flex;\n flex-direction: row;\n justify-content: space-between;\n width: 100%;\n}\n\n.dropdown-input {\n background-color: var(--input-color);\n color: var(--text-color);\n padding-left: 8px;\n width: 100%;\n min-width: 200px;\n height: 32px;\n}\n\n#playground-box {\n height: calc(100vh - 60px);\n}\n\n#chat-container {\n display: flex;\n flex-direction: column;\n height: calc(100vh - 60px);\n}\n\n#chatbox {\n flex: 1;\n overflow: auto;\n margin: 1em;\n scrollbar-width: thin; /* For Firefox */\n scrollbar-color: var(--scrollbar-color) transparent; /* For Firefox */\n background-color: var(--input-color);\n}\n\n#chatbox::-webkit-scrollbar {\n /* For Chrome, Safari, and Opera */\n width: 12px;\n}\n\n#chatbox::-webkit-scrollbar-track {\n /* For Chrome, Safari, and Opera */\n background: transparent;\n}\n\n#chatbox::-webkit-scrollbar-thumb {\n /* For Chrome, Safari, and Opera */\n background: var(--scrollbar-color);\n border-radius: 50px;\n}\n\n#chatbox:hover::-webkit-scrollbar-thumb {\n /* For Chrome, Safari, and Opera */\n background: var(--scrollbar-color);\n}\n\n#inputbox {\n height: 80px;\n margin: 1em;\n background-color: var(--input-color);\n display: flex;\n flex-direction: row;\n}\n\n#message-input {\n flex: 1;\n background-color: var(--button-color);\n color: var(--text-color);\n}\n\n.chat-button:hover {\n background-color: var(--button-hover-color);\n}\n\n.message {\n position: relative;\n background-color: var(--chatbox-color);\n box-shadow:\n 0 10px 15px -3px rgba(0, 0, 0, 0.1),\n 0 4px 6px -2px rgba(0, 0, 0, 0.05);\n border-radius: 10px;\n color: var(--message-text-color);\n padding: 10px;\n margin: 10px;\n z-index: 1;\n}\n\n.message.user {\n margin-left: auto;\n margin-right: 40px;\n}\n\n.message.assistant {\n margin-left: 40px;\n margin-right: auto;\n}\n\n.home-button {\n padding: 20px;\n background-color: var(--button-color);\n color: var(--text-color);\n border-radius: 10px;\n width: 600px;\n text-align: center;\n cursor: pointer;\n transition: background-color 0.3s;\n}\n\n.home-button-small {\n padding: 20px;\n background-color: var(--button-color);\n color: var(--text-color);\n border-radius: 10px;\n width: 300px;\n text-align: center;\n cursor: pointer;\n transition: background-color 0.3s;\n}\n\n.home-button-small:hover {\n background-color: var(--button-hover-color);\n}\n\n.home-button:hover {\n background-color: var(--button-hover-color);\n}\n\n.home-button-title {\n font-size: 20px;\n font-weight: bold;\n margin-bottom: 10px;\n}\n\n.home-button-description {\n font-size: 16px;\n}\n\n/* Calculator */\n.chart {\n display: flex;\n flex-direction: column;\n align-items: center;\n margin-top: 10px;\n margin-bottom: 10px;\n border: 1px solid var(--text-color);\n border-radius: 4px;\n padding-left: 20px;\n padding-top: 12px;\n padding-bottom: 12px;\n}\n\n.chart-row {\n display: flex;\n flex-direction: row;\n align-items: center;\n}\n\n.chart-row-title {\n width: 100px;\n}\n\n.chart-row-size {\n width: 100px;\n}\n\n.calculator-input-box {\n display: flex;\n flex-direction: row;\n width: 100%;\n margin-top: 10px;\n margin-bottom: 10px;\n border: 1px solid var(--text-color);\n border-radius: 4px;\n padding-block: 12px;\n}\n\n.calculator-box {\n width: 100%;\n margin-top: 10px;\n margin-bottom: 10px;\n border: 1px solid var(--text-color);\n border-radius: 4px;\n padding-block: 12px;\n}\n\n.calculator-input-title {\n width: 140px;\n margin-left: 20px;\n height: 100%;\n}\n\n.calculator-input-tab {\n padding-bottom: 4px;\n padding-left: 8px;\n padding-right: 8px;\n}\n\n.calculator-input-tab-active {\n padding-bottom: 4px;\n padding-left: 8px;\n padding-right: 8px;\n border-bottom: 2px solid var(--text-color);\n}\n\n.calculator-select {\n background-color: var(--input-color);\n color: var(--text-color);\n display: block;\n width: 100%;\n padding-block: 4px;\n}\n\n.calculator-input {\n background-color: var(--input-color);\n color: var(--text-color);\n display: block;\n width: 100%;\n padding-block: 4px;\n}\n\n#tooltip {\n position: absolute;\n opacity: 0;\n pointer-events: none;\n padding: 5px;\n}\n\n#right-container {\n display: flex;\n flex-direction: column;\n height: calc(100vh - 60px);\n}\n\n.table-cell {\n border: 1px solid var(--text-color);\n}\n\n.chart-side-panel {\n width: 200px;\n}\n\n.side-panel-input {\n background-color: var(--input-color);\n color: var(--text-color);\n display: block;\n width: 100%;\n padding-block: 4px;\n}\n"],"names":[],"sourceRoot":""}
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build/static/css/main.30d8f365.css
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/*
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! tailwindcss v3.4.10 | MIT License | https://tailwindcss.com
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base;\r\n@tailwind components;\r\n@tailwind utilities;\r\n\r\n:root {\r\n --text-color: #f9fafb;\r\n --background-color: #181f26;\r\n --input-color: #1f2937; /* lighter */\r\n --button-color: #374151; /* lighter */\r\n --button-hover-color: #4b5563; /* lighter */\r\n --scrollbar-color: rgba(155, 155, 155, 0.7);\r\n --chatbox-color: #2f3e46;\r\n --message-border-colors: #e25e5b, #f29062, #ffc068, #ffe7dc, #71cbe8, #444292;\r\n --message-text-color: var(--text-color);\r\n}\r\n\r\nbody {\r\n margin: 0;\r\n font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen', 'Ubuntu',\r\n 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue', sans-serif;\r\n -webkit-font-smoothing: antialiased;\r\n -moz-osx-font-smoothing: grayscale;\r\n background-color: var(--background-color);\r\n color: var(--text-color);\r\n display: flex;\r\n flex-direction: column;\r\n height: 100vh;\r\n margin: 0;\r\n}\r\n\r\nbody.light {\r\n --text-color: #111827;\r\n --background-color: #f9fafb;\r\n --input-color: #f1f5f9;\r\n --button-color: #e5e7eb;\r\n --button-hover-color: #d1d5db;\r\n --scrollbar-color: rgba(100, 100, 100, 0.7);\r\n --chatbox-color: #64748b;\r\n --message-border-colors: #e25e5b, #f29062, #ffc068, #ffe7dc, #71cbe8, #444292;\r\n --message-text-color: #f9fafb;\r\n}\r\n\r\ncode {\r\n font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New', monospace;\r\n}\r\n\r\n#topbar {\r\n height: 60px;\r\n}\r\n\r\n#layout {\r\n height: calc(100vh - 60px);\r\n}\r\n\r\n#textarea {\r\n color: var(--text-color);\r\n background-color: var(--input-color);\r\n width: 100%;\r\n height: calc(100vh - 180px);\r\n}\r\n\r\n.config-input {\r\n color: var(--text-color);\r\n background-color: var(--input-color);\r\n width: 100%;\r\n}\r\n\r\n/* button */\r\n.button-style {\r\n background-color: var(--button-color);\r\n color: var(--text-color);\r\n}\r\n\r\n.button-style:hover {\r\n background-color: var(--button-hover-color);\r\n}\r\n\r\n/* toggle switch */\r\n.toggle-switch {\r\n position: relative;\r\n display: inline-block;\r\n width: 60px;\r\n height: 34px;\r\n margin-top: 1em;\r\n}\r\n\r\n.toggle-switch input {\r\n opacity: 0;\r\n width: 0;\r\n height: 0;\r\n}\r\n\r\n.toggle-switch .slider {\r\n position: absolute;\r\n cursor: pointer;\r\n top: 0;\r\n left: 0;\r\n right: 0;\r\n bottom: 0;\r\n height: 34px;\r\n background-color: var(--button-color);\r\n transition: background-color 0.4s;\r\n border-radius: 34px;\r\n}\r\n\r\n.toggle-switch .slider:before {\r\n position: absolute;\r\n content: '';\r\n height: 26px;\r\n width: 26px;\r\n left: 4px;\r\n bottom: 4px;\r\n background-color: var(--text-color);\r\n transition: transform 0.4s;\r\n border-radius: 50%;\r\n}\r\n\r\n.toggle-switch .slider-content {\r\n position: relative;\r\n display: flex;\r\n height: 26px;\r\n width: 26px;\r\n top: 4px;\r\n align-items: center;\r\n justify-content: center;\r\n left: 4px;\r\n bottom: 4px;\r\n transition: transform 0.4s;\r\n border-radius: 50%;\r\n}\r\n\r\n.toggle-switch input:checked + .slider:before,\r\n.toggle-switch input:checked + .slider .slider-content {\r\n transform: translateX(26px);\r\n}\r\n\r\n#sun-icon {\r\n color: #e5e7eb;\r\n}\r\n\r\n#moon-icon {\r\n color: #374151;\r\n}\r\n\r\n/* modal */\r\n.modal-overlay {\r\n position: fixed;\r\n top: 0;\r\n left: 0;\r\n width: 100%;\r\n height: 100%;\r\n background-color: rgba(0, 0, 0, 0.7);\r\n display: flex;\r\n justify-content: center;\r\n align-items: center;\r\n}\r\n\r\n.modal-content {\r\n background-color: #fff;\r\n padding: 20px;\r\n border-radius: 8px;\r\n max-width: 500px;\r\n width: 80%;\r\n background-color: var(--background-color);\r\n color: var(--text-color);\r\n}\r\n\r\n.modal-header {\r\n display: flex;\r\n flex-direction: row;\r\n justify-content: space-between;\r\n align-items: center;\r\n}\r\n\r\n.form-button {\r\n background-color: var(--button-color);\r\n color: var(--text-color);\r\n width: 100%;\r\n padding: 8px;\r\n}\r\n\r\n.form-button:hover {\r\n background-color: var(--button-hover-color);\r\n}\r\n\r\n.refresh-button {\r\n width: 36px;\r\n height: 36px;\r\n min-width: 36px;\r\n display: flex;\r\n justify-content: center;\r\n align-items: center;\r\n transition: transform 0.4s;\r\n border-radius: 50%;\r\n}\r\n\r\n.refresh-button:hover {\r\n /* transform: rotate(360deg); */\r\n background-color: var(--button-hover-color);\r\n}\r\n\r\n.content-header {\r\n display: flex;\r\n flex-direction: row;\r\n justify-content: space-between;\r\n width: 100%;\r\n}\r\n\r\n.dropdown-input {\r\n background-color: var(--input-color);\r\n color: var(--text-color);\r\n padding-left: 8px;\r\n width: 100%;\r\n min-width: 200px;\r\n height: 32px;\r\n}\r\n\r\n#playground-box {\r\n height: calc(100vh - 60px);\r\n}\r\n\r\n#chat-container {\r\n display: flex;\r\n flex-direction: column;\r\n height: calc(100vh - 60px);\r\n}\r\n\r\n#chatbox {\r\n flex: 1;\r\n overflow: auto;\r\n margin: 1em;\r\n scrollbar-width: thin; /* For Firefox */\r\n scrollbar-color: var(--scrollbar-color) transparent; /* For Firefox */\r\n background-color: var(--input-color);\r\n}\r\n\r\n#chatbox::-webkit-scrollbar {\r\n /* For Chrome, Safari, and Opera */\r\n width: 12px;\r\n}\r\n\r\n#chatbox::-webkit-scrollbar-track {\r\n /* For Chrome, Safari, and Opera */\r\n background: transparent;\r\n}\r\n\r\n#chatbox::-webkit-scrollbar-thumb {\r\n /* For Chrome, Safari, and Opera */\r\n background: var(--scrollbar-color);\r\n border-radius: 50px;\r\n}\r\n\r\n#chatbox:hover::-webkit-scrollbar-thumb {\r\n /* For Chrome, Safari, and Opera */\r\n background: var(--scrollbar-color);\r\n}\r\n\r\n#inputbox {\r\n height: 80px;\r\n margin: 1em;\r\n background-color: var(--input-color);\r\n display: flex;\r\n flex-direction: row;\r\n}\r\n\r\n#message-input {\r\n flex: 1;\r\n background-color: var(--button-color);\r\n color: var(--text-color);\r\n}\r\n\r\n.chat-button:hover {\r\n background-color: var(--button-hover-color);\r\n}\r\n\r\n.message {\r\n position: relative;\r\n background-color: var(--chatbox-color);\r\n box-shadow:\r\n 0 10px 15px -3px rgba(0, 0, 0, 0.1),\r\n 0 4px 6px -2px rgba(0, 0, 0, 0.05);\r\n border-radius: 10px;\r\n color: var(--message-text-color);\r\n padding: 10px;\r\n margin: 10px;\r\n z-index: 1;\r\n}\r\n\r\n.message.user {\r\n margin-left: auto;\r\n margin-right: 40px;\r\n}\r\n\r\n.message.assistant {\r\n margin-left: 40px;\r\n margin-right: auto;\r\n}\r\n\r\n.home-button {\r\n padding: 20px;\r\n background-color: var(--button-color);\r\n color: var(--text-color);\r\n border-radius: 10px;\r\n width: 600px;\r\n text-align: center;\r\n cursor: pointer;\r\n transition: background-color 0.3s;\r\n}\r\n\r\n.home-button-small {\r\n padding: 20px;\r\n background-color: var(--button-color);\r\n color: var(--text-color);\r\n border-radius: 10px;\r\n width: 300px;\r\n text-align: center;\r\n cursor: pointer;\r\n transition: background-color 0.3s;\r\n}\r\n\r\n.home-button-small:hover {\r\n background-color: var(--button-hover-color);\r\n}\r\n\r\n.home-button:hover {\r\n background-color: var(--button-hover-color);\r\n}\r\n\r\n.home-button-title {\r\n font-size: 20px;\r\n font-weight: bold;\r\n margin-bottom: 10px;\r\n}\r\n\r\n.home-button-description {\r\n font-size: 16px;\r\n}\r\n\r\n/* Calculator */\r\n.chart {\r\n display: flex;\r\n flex-direction: column;\r\n align-items: center;\r\n margin-top: 10px;\r\n margin-bottom: 10px;\r\n border: 1px solid var(--text-color);\r\n border-radius: 4px;\r\n padding-left: 20px;\r\n padding-top: 12px;\r\n padding-bottom: 12px;\r\n}\r\n\r\n.chart-row {\r\n display: flex;\r\n flex-direction: row;\r\n align-items: center;\r\n}\r\n\r\n.chart-row-title {\r\n width: 100px;\r\n}\r\n\r\n.chart-row-size {\r\n width: 100px;\r\n}\r\n\r\n.calculator-input-box {\r\n display: flex;\r\n flex-direction: row;\r\n width: 100%;\r\n margin-top: 10px;\r\n margin-bottom: 10px;\r\n border: 1px solid var(--text-color);\r\n border-radius: 4px;\r\n padding-block: 12px;\r\n}\r\n\r\n.calculator-box {\r\n width: 100%;\r\n margin-top: 10px;\r\n margin-bottom: 10px;\r\n border: 1px solid var(--text-color);\r\n border-radius: 4px;\r\n padding-block: 12px;\r\n}\r\n\r\n.calculator-input-title {\r\n width: 140px;\r\n margin-left: 20px;\r\n height: 100%;\r\n}\r\n\r\n.calculator-input-tab {\r\n padding-bottom: 4px;\r\n padding-left: 8px;\r\n padding-right: 8px;\r\n}\r\n\r\n.calculator-input-tab-active {\r\n padding-bottom: 4px;\r\n padding-left: 8px;\r\n padding-right: 8px;\r\n border-bottom: 2px solid var(--text-color);\r\n}\r\n\r\n.calculator-select {\r\n background-color: var(--input-color);\r\n color: var(--text-color);\r\n display: block;\r\n width: 100%;\r\n padding-block: 4px;\r\n}\r\n\r\n.calculator-input {\r\n background-color: var(--input-color);\r\n color: var(--text-color);\r\n display: block;\r\n width: 100%;\r\n padding-block: 4px;\r\n}\r\n\r\n#tooltip {\r\n position: absolute;\r\n opacity: 0;\r\n pointer-events: none;\r\n padding: 5px;\r\n}\r\n\r\n#right-container {\r\n display: flex;\r\n flex-direction: column;\r\n height: calc(100vh - 60px);\r\n}\r\n\r\n.table-cell {\r\n border: 1px solid var(--text-color);\r\n}\r\n\r\n.chart-side-panel {\r\n width: 200px;\r\n}\r\n\r\n.side-panel-input {\r\n background-color: var(--input-color);\r\n color: var(--text-color);\r\n display: block;\r\n width: 100%;\r\n padding-block: 4px;\r\n}\r\n"],"names":[],"sourceRoot":""}
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build/static/js/{main.5e03a8ae.js β main.45548513.js}
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build/static/js/{main.5e03a8ae.js.LICENSE.txt β main.45548513.js.LICENSE.txt}
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build/static/js/{main.5e03a8ae.js.map β main.45548513.js.map}
RENAMED
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The diff for this file is too large to render.
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src/pages/Calculator.tsx
CHANGED
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@@ -5,15 +5,15 @@ import { useTheme } from '../context/themeContext';
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import MODELS from '../utils/models';
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import DEVICES from '../utils/devices';
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-
type Precision = '
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-
type PrecisionName = '32-bit' | '16-bit' | '8-bit' | '4-bit'
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interface ModelSizeBarChartProps {
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modelSize: number; // in GB
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-
largestModelSize: number; // largest model in full precision (
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modelPrecision: Precision;
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deviceMemorySet: boolean;
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-
activationMemorySize?: number;
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}
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interface InferenceRuntimeLineChartProps {
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@@ -27,33 +27,30 @@ interface LineChartData {
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}
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interface AvailableMemory {
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-
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-
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-
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-
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}
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// Utility to determine color based on precision
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function chooseColor(precision: Precision) {
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const colors = {
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-
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-
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-
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-
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};
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return colors[precision] || 'gray';
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}
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// Calculate standard memory (model size based on precision only)
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function calculateStandardMemory(
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modelParams: number,
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precision: Precision
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-
): number {
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const precisionFactor = {
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-
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-
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-
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-
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};
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const memory = modelParams * precisionFactor[precision]; // GB
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@@ -70,10 +67,10 @@ function calculatePrefillMemory(
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precision: Precision
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): number {
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const precisionFactor = {
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-
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-
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-
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-
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};
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// Max Chunk Size - adjustable in the future
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@@ -81,7 +78,6 @@ function calculatePrefillMemory(
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// Calculate each memory component
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const modelMemorySize = modelParams * precisionFactor[precision]; // GB
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-
// const modelMemorySize = modelParams
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const activationMemorySize = (maxChunkSize * 2 * Math.max(2 * intermediateSize, 4 * hiddenSize)) / 1_000_000_000; // GB
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const memoryPerInput = (4 * hiddenSize * numLayers) / 1_000_000_000; // GB
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@@ -101,7 +97,7 @@ function ModelSizeBarChart({
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largestModelSize,
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modelPrecision,
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deviceMemorySet,
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-
activationMemorySize = 0,
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}: ModelSizeBarChartProps) {
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const { theme } = useTheme();
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const chartRef = useRef<SVGSVGElement>(null);
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@@ -113,7 +109,17 @@ function ModelSizeBarChart({
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if (modelSize > 0 && largestModelSize > 0) {
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d3.select(chartRef.current).selectAll('*').remove();
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-
const svg = d3.select(chartRef.current)
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const xScale = d3.scaleLinear().domain([0, largestModelSize]).range([0, width]);
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@@ -174,12 +180,10 @@ function ModelSizeBarChart({
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}
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// Line chart for inference runtime (shared by both standard and prefill chunking calculators)
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-
function InferenceRuntimeLineChart({
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availableMemory,
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-
memoryPerInput,
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-
}: InferenceRuntimeLineChartProps) {
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const { theme } = useTheme();
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const chartRef = useRef(null);
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const maxSeqLength = 4096;
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const maxBatchSize = 128;
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@@ -188,12 +192,6 @@ function InferenceRuntimeLineChart({
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const margin = { top: 20, right: 20, bottom: 50, left: 50 };
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const width = 600 - margin.left - margin.right;
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const height = 400 - margin.top - margin.bottom;
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-
const precisions = [
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{ name: 'FP32', color: '#e45f5b' },
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{ name: 'FP16', color: '#ffc068' },
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{ name: 'INT8', color: '#71cce9' },
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{ name: 'INT4', color: '#383d95' },
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];
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const svg = d3.select(chartRef.current);
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svg.selectAll('*').remove();
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@@ -204,13 +202,9 @@ function InferenceRuntimeLineChart({
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const xAxis = d3.axisBottom(xScale);
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const yAxis = d3.axisLeft(yScale);
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-
const zoom = d3
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.zoom()
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.scaleExtent([0.5, 10])
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-
.translateExtent([
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[-width, -height],
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[2 * width, 2 * height],
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-
])
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.on('zoom', (event) => {
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const transform = event.transform;
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svg.select('.x-axis').call(xAxis.scale(transform.rescaleX(xScale)));
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@@ -225,27 +219,17 @@ function InferenceRuntimeLineChart({
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.attr('transform', `translate(${margin.left}, ${margin.top})`)
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.call(zoom);
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svg
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.append('g')
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.attr('class', 'x-axis')
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.attr('transform', `translate(${margin.left}, ${height + margin.top})`)
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.call(xAxis);
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svg
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.append('g')
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.attr('class', 'y-axis')
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.attr('transform', `translate(${margin.left}, ${margin.top})`)
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.call(yAxis);
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svg
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.append('text')
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.attr('transform', `translate(${width / 2 + margin.left}, ${height + margin.top + 40})`)
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.style('text-anchor', 'middle')
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.attr('fill', theme === 'dark' ? '#f9fafb' : '#181f26')
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.text('Sequence Length');
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svg
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.append('text')
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.attr('transform', `rotate(-90)`)
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.attr('y', 0)
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.attr('x', 0 - height / 2 - margin.top)
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@@ -255,6 +239,13 @@ function InferenceRuntimeLineChart({
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.text('Batch Size');
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// Adding legend for precisions
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const legend = svg
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.append('g')
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.attr('class', 'legend')
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@@ -263,16 +254,14 @@ function InferenceRuntimeLineChart({
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precisions.forEach((precision, index) => {
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const legendItem = legend.append('g').attr('transform', `translate(0, ${index * 30})`);
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-
legendItem
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.append('rect')
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.attr('x', 10)
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.attr('y', 10)
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.attr('width', 10)
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.attr('height', 10)
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.style('fill', precision.color);
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-
legendItem
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.append('text')
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.attr('x', 30)
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.attr('y', 16)
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.text(precision.name)
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@@ -281,8 +270,7 @@ function InferenceRuntimeLineChart({
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.attr('alignment-baseline', 'middle');
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});
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-
legend
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.append('rect')
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.attr('class', 'legend-box')
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.attr('width', 80)
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.attr('height', precisions.length * 30)
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@@ -290,46 +278,48 @@ function InferenceRuntimeLineChart({
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.style('stroke-width', '1px')
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.style('stroke', theme === 'dark' ? '#f9fafb' : '#181f26');
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-
const tooltip = d3.select(
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for (const [precision, memory] of Object.entries(availableMemory)) {
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-
const sequenceLengths = d3
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-
.range(1, maxSeqLength, 1)
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.map((seqLength) => ({
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seqLength,
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batchSize: memory / (seqLength * memoryPerInput),
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}))
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.filter((d) => d.batchSize <= maxBatchSize && d.batchSize > 1 && d.seqLength > 1);
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-
const lineGroup = svg
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.append('g')
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.attr('transform', `translate(${margin.left}, ${margin.top})`);
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const line = d3
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.line<LineChartData>()
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.x((d) => xScale(d.seqLength))
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.y((d) => yScale(d.batchSize))
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.curve(d3.curveBasis);
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-
lineGroup
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.append('path')
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.datum(sequenceLengths)
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.attr('fill', 'none')
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.attr('stroke', chooseColor(precision as Precision))
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.attr('stroke-width', 4)
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.attr('d', line)
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.on('mouseover', () => {
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tooltip.style('opacity', 1)
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-
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})
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.on('mousemove', (event) => {
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tooltip.selectAll('text').remove();
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const [x, y] = d3.pointer(event);
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const xValue = xScale.invert(x);
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const yValue = yScale.invert(y);
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tooltip
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.html(`Sequence Length: ${xValue.toFixed(0)}<br/>Batch Size: ${yValue.toFixed(0)}`)
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.attr('fill', theme === 'dark' ? '#f9fafb' : '#181f26')
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.style('left', event.pageX + 10 + 'px')
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.style('top', event.pageY + 10 + 'px');
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})
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@@ -342,7 +332,7 @@ function InferenceRuntimeLineChart({
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return (
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<>
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-
<div id=
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<svg ref={chartRef} width={600} height={400} />
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</>
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);
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@@ -367,15 +357,15 @@ function PrefillChunkingCalculator({
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}
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// Calculate activation memory size based on intermediate size and hidden size
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-
const activationMemorySize = (512 * 2 * (Math.max(2 * intermediateSize, 4 * hiddenSize)))/ 1_000_000_000;
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return (
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<>
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{/* Model Footprint with Prefill Chunking */}
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<div className=
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<div className=
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<div className=
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{(['
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const totalMemory = calculatePrefillMemory(
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modelParams,
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hiddenSize,
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@@ -384,8 +374,8 @@ function PrefillChunkingCalculator({
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precision
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);
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return (
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-
<div key={precision} className=
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-
<div className=
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<ModelSizeBarChart
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modelSize={totalMemory}
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largestModelSize={deviceMemory}
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@@ -393,7 +383,7 @@ function PrefillChunkingCalculator({
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deviceMemorySet={deviceMemory > 0}
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activationMemorySize={activationMemorySize} // Updated to pass activation memory size
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/>
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| 396 |
-
<div className=
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{totalMemory.toFixed(2)} / {deviceMemory} GB
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| 398 |
</div>
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</div>
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@@ -403,16 +393,16 @@ function PrefillChunkingCalculator({
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</div>
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{/* Inference Runtime with Prefill Chunking */}
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| 406 |
-
<div className=
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| 407 |
-
<div className=
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Maximum Batch Size / Sequence Length with Prefill Chunking
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</div>
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<InferenceRuntimeLineChart
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availableMemory={{
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| 412 |
-
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| 413 |
-
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-
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-
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}}
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memoryPerInput={(4 * hiddenSize * numLayers) / 1_000_000_000}
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/>
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@@ -440,19 +430,19 @@ function StandardCalculator({
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return (
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<>
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| 442 |
{/* Model Footprint */}
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| 443 |
-
<div className=
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| 444 |
-
<div className=
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| 445 |
-
<div className=
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| 446 |
-
{(['
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| 447 |
-
<div key={precision} className=
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| 448 |
-
<div className=
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<ModelSizeBarChart
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modelSize={calculateStandardMemory(modelParams, precision)}
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largestModelSize={deviceMemory}
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modelPrecision={precision}
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deviceMemorySet={deviceMemory > 0}
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/>
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| 455 |
-
<div className=
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{calculateStandardMemory(modelParams, precision).toFixed(2)} / {deviceMemory} GB
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</div>
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</div>
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@@ -461,16 +451,16 @@ function StandardCalculator({
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</div>
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| 463 |
{/* Maximum Batch Size / Sequence Length */}
|
| 464 |
-
<div className=
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| 465 |
-
<div className=
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| 466 |
Maximum Batch Size / Sequence Length
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| 467 |
</div>
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<InferenceRuntimeLineChart
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availableMemory={{
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-
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-
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-
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| 473 |
-
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}}
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| 475 |
memoryPerInput={(4 * hiddenSize * numLayers) / 1_000_000_000}
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| 476 |
/>
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@@ -491,16 +481,18 @@ const Calculator = () => {
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const [deviceSelectionTab, setDeviceSelectionTab] = useState<boolean>(true);
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| 493 |
return (
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| 494 |
-
<div className=
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| 495 |
{/* Toggle Between Standard and Prefill Chunking */}
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| 496 |
-
<div className=
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| 497 |
<button
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| 498 |
className={`${!isPrefillChunking ? 'calculator-input-tab-active' : 'calculator-input-tab'}`}
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| 499 |
onClick={() => setIsPrefillChunking(false)}
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| 500 |
>
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| 501 |
Standard Calculator
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| 502 |
</button>
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| 503 |
<button
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| 504 |
className={`${isPrefillChunking ? 'calculator-input-tab-active' : 'calculator-input-tab'}`}
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| 505 |
onClick={() => setIsPrefillChunking(true)}
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| 506 |
>
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@@ -509,26 +501,28 @@ const Calculator = () => {
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</div>
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| 511 |
{/* Model and Device Selection */}
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| 512 |
-
<div className=
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-
<div className=
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-
<div className=
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Use our Model Memory Calculator to help you estimate the memory footprint of your model
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| 516 |
and the maximum batch size/sequence length combination you can run on your device.
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</div>
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| 518 |
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| 519 |
-
<div className=
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| 520 |
{/* Model Selection */}
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| 521 |
-
<div className=
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| 522 |
-
<div className=
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| 523 |
-
<div className=
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| 524 |
-
<div className=
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<button
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| 526 |
className={`${modelSelectionTab ? 'calculator-input-tab-active' : 'calculator-input-tab'}`}
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| 527 |
onClick={() => setModelSelectionTab(true)}
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| 528 |
>
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| 529 |
Model Selection
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| 530 |
</button>
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| 531 |
<button
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| 532 |
className={`${modelSelectionTab ? 'calculator-input-tab' : 'calculator-input-tab-active'}`}
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| 533 |
onClick={() => setModelSelectionTab(false)}
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| 534 |
>
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@@ -538,13 +532,14 @@ const Calculator = () => {
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<div>
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| 539 |
{modelSelectionTab ? (
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| 540 |
<>
|
| 541 |
-
<label htmlFor=
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| 542 |
<select
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| 543 |
-
id=
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| 544 |
-
className=
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| 545 |
onChange={(e) => {
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| 546 |
const selectedModel = MODELS.find(
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| 547 |
-
(model) => model.params === Number(e.target.value)
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| 548 |
);
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| 549 |
if (selectedModel) {
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| 550 |
setModelParams(selectedModel.params);
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@@ -554,12 +549,9 @@ const Calculator = () => {
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| 554 |
}
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| 555 |
}}
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| 556 |
>
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| 557 |
-
<option value=
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| 558 |
{MODELS.map((model) => (
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| 559 |
-
<option
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| 560 |
-
key={model.name}
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| 561 |
-
value={model.params}
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| 562 |
-
>
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| 563 |
{model.name}
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| 564 |
</option>
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| 565 |
))}
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@@ -567,44 +559,48 @@ const Calculator = () => {
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| 567 |
</>
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| 568 |
) : (
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| 569 |
<>
|
| 570 |
-
<label htmlFor=
|
| 571 |
<input
|
| 572 |
-
type=
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| 573 |
-
id=
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| 574 |
-
className=
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| 575 |
-
placeholder=
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| 576 |
value={modelParams || ''}
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| 577 |
min={0}
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| 578 |
onChange={(e) => setModelParams(Number(e.target.value))}
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| 579 |
/>
|
| 580 |
-
<label htmlFor=
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| 581 |
<input
|
| 582 |
-
type=
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| 583 |
-
id=
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| 584 |
-
className=
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| 585 |
-
placeholder=
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| 586 |
value={hiddenSize || ''}
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| 587 |
min={1}
|
| 588 |
onChange={(e) => setHiddenSize(Number(e.target.value))}
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| 589 |
/>
|
| 590 |
-
<label htmlFor=
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| 591 |
<input
|
| 592 |
-
type=
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| 593 |
-
id=
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| 594 |
-
className=
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| 595 |
-
placeholder=
|
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|
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| 596 |
value={numLayers || ''}
|
| 597 |
min={1}
|
| 598 |
onChange={(e) => setNumLayers(Number(e.target.value))}
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| 599 |
/>
|
| 600 |
{isPrefillChunking && (
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| 601 |
<>
|
| 602 |
-
<label htmlFor=
|
| 603 |
<input
|
| 604 |
-
type=
|
| 605 |
-
id=
|
| 606 |
-
className=
|
| 607 |
-
placeholder=
|
|
|
|
| 608 |
value={intermediateSize || ''}
|
| 609 |
min={1}
|
| 610 |
onChange={(e) => setIntermediateSize(Number(e.target.value))}
|
|
@@ -618,11 +614,12 @@ const Calculator = () => {
|
|
| 618 |
</div>
|
| 619 |
|
| 620 |
{/* Device Selection */}
|
| 621 |
-
<div className=
|
| 622 |
-
<div className=
|
| 623 |
-
<div className=
|
| 624 |
-
<div className=
|
| 625 |
<button
|
|
|
|
| 626 |
className={`${deviceSelectionTab ? 'calculator-input-tab-active' : 'calculator-input-tab'}`}
|
| 627 |
onClick={() => {
|
| 628 |
setDeviceSelectionTab(true);
|
|
@@ -632,6 +629,7 @@ const Calculator = () => {
|
|
| 632 |
Device Selection
|
| 633 |
</button>
|
| 634 |
<button
|
|
|
|
| 635 |
className={`${deviceSelectionTab ? 'calculator-input-tab' : 'calculator-input-tab-active'}`}
|
| 636 |
onClick={() => {
|
| 637 |
setDeviceSelectionTab(false);
|
|
@@ -644,13 +642,14 @@ const Calculator = () => {
|
|
| 644 |
<div>
|
| 645 |
{deviceSelectionTab ? (
|
| 646 |
<>
|
| 647 |
-
<label htmlFor=
|
| 648 |
<select
|
| 649 |
-
id=
|
| 650 |
-
className=
|
|
|
|
| 651 |
onChange={(e) => setDeviceMemory(Number(e.target.value))}
|
| 652 |
>
|
| 653 |
-
<option value=
|
| 654 |
{DEVICES.map((device) => (
|
| 655 |
<option key={device.name} value={device.size}>
|
| 656 |
{device.name}
|
|
@@ -660,12 +659,13 @@ const Calculator = () => {
|
|
| 660 |
</>
|
| 661 |
) : (
|
| 662 |
<>
|
| 663 |
-
<label htmlFor=
|
| 664 |
<input
|
| 665 |
-
type=
|
| 666 |
-
id=
|
| 667 |
-
className=
|
| 668 |
-
placeholder=
|
|
|
|
| 669 |
value={deviceMemory || ''}
|
| 670 |
min={0}
|
| 671 |
onChange={(e) => setDeviceMemory(Number(e.target.value))}
|
|
|
|
| 5 |
import MODELS from '../utils/models';
|
| 6 |
import DEVICES from '../utils/devices';
|
| 7 |
|
| 8 |
+
type Precision = '32-bit' | '16-bit' | '8-bit' | '4-bit';
|
| 9 |
+
type PrecisionName = '32-bit' | '16-bit' | '8-bit' | '4-bit';
|
| 10 |
|
| 11 |
interface ModelSizeBarChartProps {
|
| 12 |
modelSize: number; // in GB
|
| 13 |
+
largestModelSize: number; // largest model in full precision (32-bit)
|
| 14 |
modelPrecision: Precision;
|
| 15 |
deviceMemorySet: boolean;
|
| 16 |
+
activationMemorySize?: number;
|
| 17 |
}
|
| 18 |
|
| 19 |
interface InferenceRuntimeLineChartProps {
|
|
|
|
| 27 |
}
|
| 28 |
|
| 29 |
interface AvailableMemory {
|
| 30 |
+
'4-bit': number;
|
| 31 |
+
'8-bit': number;
|
| 32 |
+
'16-bit': number;
|
| 33 |
+
'32-bit': number;
|
| 34 |
}
|
| 35 |
|
| 36 |
// Utility to determine color based on precision
|
| 37 |
function chooseColor(precision: Precision) {
|
| 38 |
const colors = {
|
| 39 |
+
'32-bit': '#e45f5b',
|
| 40 |
+
'16-bit': '#ffc068',
|
| 41 |
+
'8-bit': '#71cce9',
|
| 42 |
+
'4-bit': '#383d95',
|
| 43 |
};
|
| 44 |
return colors[precision] || 'gray';
|
| 45 |
}
|
| 46 |
|
| 47 |
// Calculate standard memory (model size based on precision only)
|
| 48 |
+
function calculateStandardMemory(modelParams: number, precision: Precision): number {
|
|
|
|
|
|
|
|
|
|
| 49 |
const precisionFactor = {
|
| 50 |
+
'32-bit': 4,
|
| 51 |
+
'16-bit': 2,
|
| 52 |
+
'8-bit': 1,
|
| 53 |
+
'4-bit': 0.5,
|
| 54 |
};
|
| 55 |
|
| 56 |
const memory = modelParams * precisionFactor[precision]; // GB
|
|
|
|
| 67 |
precision: Precision
|
| 68 |
): number {
|
| 69 |
const precisionFactor = {
|
| 70 |
+
'32-bit': 4,
|
| 71 |
+
'16-bit': 2,
|
| 72 |
+
'8-bit': 1,
|
| 73 |
+
'4-bit': 0.5,
|
| 74 |
};
|
| 75 |
|
| 76 |
// Max Chunk Size - adjustable in the future
|
|
|
|
| 78 |
|
| 79 |
// Calculate each memory component
|
| 80 |
const modelMemorySize = modelParams * precisionFactor[precision]; // GB
|
|
|
|
| 81 |
const activationMemorySize = (maxChunkSize * 2 * Math.max(2 * intermediateSize, 4 * hiddenSize)) / 1_000_000_000; // GB
|
| 82 |
const memoryPerInput = (4 * hiddenSize * numLayers) / 1_000_000_000; // GB
|
| 83 |
|
|
|
|
| 97 |
largestModelSize,
|
| 98 |
modelPrecision,
|
| 99 |
deviceMemorySet,
|
| 100 |
+
activationMemorySize = 0,
|
| 101 |
}: ModelSizeBarChartProps) {
|
| 102 |
const { theme } = useTheme();
|
| 103 |
const chartRef = useRef<SVGSVGElement>(null);
|
|
|
|
| 109 |
if (modelSize > 0 && largestModelSize > 0) {
|
| 110 |
d3.select(chartRef.current).selectAll('*').remove();
|
| 111 |
|
| 112 |
+
const svg = d3.select(chartRef.current)
|
| 113 |
+
.attr('width', width)
|
| 114 |
+
.attr('height', height)
|
| 115 |
+
.style('animation', 'fadeIn 0.3s ease-in-out') // Inline animation
|
| 116 |
+
.style('transition', 'transform 0.3s ease-in-out') // Hover effect
|
| 117 |
+
.on('mouseover', function () {
|
| 118 |
+
d3.select(this).style('transform', 'scale(1.02)');
|
| 119 |
+
})
|
| 120 |
+
.on('mouseout', function () {
|
| 121 |
+
d3.select(this).style('transform', 'scale(1)');
|
| 122 |
+
});
|
| 123 |
|
| 124 |
const xScale = d3.scaleLinear().domain([0, largestModelSize]).range([0, width]);
|
| 125 |
|
|
|
|
| 180 |
}
|
| 181 |
|
| 182 |
// Line chart for inference runtime (shared by both standard and prefill chunking calculators)
|
| 183 |
+
function InferenceRuntimeLineChart({ availableMemory, memoryPerInput }: InferenceRuntimeLineChartProps) {
|
|
|
|
|
|
|
|
|
|
| 184 |
const { theme } = useTheme();
|
| 185 |
const chartRef = useRef(null);
|
| 186 |
+
const tooltipRef = useRef<HTMLDivElement>(null); // Ref for the tooltip
|
| 187 |
const maxSeqLength = 4096;
|
| 188 |
const maxBatchSize = 128;
|
| 189 |
|
|
|
|
| 192 |
const margin = { top: 20, right: 20, bottom: 50, left: 50 };
|
| 193 |
const width = 600 - margin.left - margin.right;
|
| 194 |
const height = 400 - margin.top - margin.bottom;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 195 |
|
| 196 |
const svg = d3.select(chartRef.current);
|
| 197 |
svg.selectAll('*').remove();
|
|
|
|
| 202 |
const xAxis = d3.axisBottom(xScale);
|
| 203 |
const yAxis = d3.axisLeft(yScale);
|
| 204 |
|
| 205 |
+
const zoom = d3.zoom()
|
|
|
|
| 206 |
.scaleExtent([0.5, 10])
|
| 207 |
+
.translateExtent([[-width, -height], [2 * width, 2 * height]])
|
|
|
|
|
|
|
|
|
|
| 208 |
.on('zoom', (event) => {
|
| 209 |
const transform = event.transform;
|
| 210 |
svg.select('.x-axis').call(xAxis.scale(transform.rescaleX(xScale)));
|
|
|
|
| 219 |
.attr('transform', `translate(${margin.left}, ${margin.top})`)
|
| 220 |
.call(zoom);
|
| 221 |
|
| 222 |
+
svg.append('g').attr('class', 'x-axis').attr('transform', `translate(${margin.left}, ${height + margin.top})`).call(xAxis);
|
|
|
|
|
|
|
|
|
|
|
|
|
| 223 |
|
| 224 |
+
svg.append('g').attr('class', 'y-axis').attr('transform', `translate(${margin.left}, ${margin.top})`).call(yAxis);
|
|
|
|
|
|
|
|
|
|
|
|
|
| 225 |
|
| 226 |
+
svg.append('text')
|
|
|
|
| 227 |
.attr('transform', `translate(${width / 2 + margin.left}, ${height + margin.top + 40})`)
|
| 228 |
.style('text-anchor', 'middle')
|
| 229 |
.attr('fill', theme === 'dark' ? '#f9fafb' : '#181f26')
|
| 230 |
.text('Sequence Length');
|
| 231 |
|
| 232 |
+
svg.append('text')
|
|
|
|
| 233 |
.attr('transform', `rotate(-90)`)
|
| 234 |
.attr('y', 0)
|
| 235 |
.attr('x', 0 - height / 2 - margin.top)
|
|
|
|
| 239 |
.text('Batch Size');
|
| 240 |
|
| 241 |
// Adding legend for precisions
|
| 242 |
+
const precisions = [
|
| 243 |
+
{ name: '32-bit', color: '#e45f5b' },
|
| 244 |
+
{ name: '16-bit', color: '#ffc068' },
|
| 245 |
+
{ name: '8-bit', color: '#71cce9' },
|
| 246 |
+
{ name: '4-bit', color: '#383d95' },
|
| 247 |
+
];
|
| 248 |
+
|
| 249 |
const legend = svg
|
| 250 |
.append('g')
|
| 251 |
.attr('class', 'legend')
|
|
|
|
| 254 |
precisions.forEach((precision, index) => {
|
| 255 |
const legendItem = legend.append('g').attr('transform', `translate(0, ${index * 30})`);
|
| 256 |
|
| 257 |
+
legendItem.append('rect')
|
|
|
|
| 258 |
.attr('x', 10)
|
| 259 |
.attr('y', 10)
|
| 260 |
.attr('width', 10)
|
| 261 |
.attr('height', 10)
|
| 262 |
.style('fill', precision.color);
|
| 263 |
|
| 264 |
+
legendItem.append('text')
|
|
|
|
| 265 |
.attr('x', 30)
|
| 266 |
.attr('y', 16)
|
| 267 |
.text(precision.name)
|
|
|
|
| 270 |
.attr('alignment-baseline', 'middle');
|
| 271 |
});
|
| 272 |
|
| 273 |
+
legend.append('rect')
|
|
|
|
| 274 |
.attr('class', 'legend-box')
|
| 275 |
.attr('width', 80)
|
| 276 |
.attr('height', precisions.length * 30)
|
|
|
|
| 278 |
.style('stroke-width', '1px')
|
| 279 |
.style('stroke', theme === 'dark' ? '#f9fafb' : '#181f26');
|
| 280 |
|
| 281 |
+
const tooltip = d3.select(tooltipRef.current)
|
| 282 |
+
.style('position', 'absolute')
|
| 283 |
+
.style('padding', '8px')
|
| 284 |
+
.style('border-radius', '4px')
|
| 285 |
+
.style('pointer-events', 'none')
|
| 286 |
+
.style('opacity', 0)
|
| 287 |
+
.style('transition', 'opacity 0.3s ease-in-out, transform 0.3s ease-in-out')
|
| 288 |
+
.style('background-color', 'rgba(0, 0, 0, 0.75)')
|
| 289 |
+
.style('color', 'white')
|
| 290 |
+
.style('font-size', '14px');
|
| 291 |
|
| 292 |
for (const [precision, memory] of Object.entries(availableMemory)) {
|
| 293 |
+
const sequenceLengths = d3.range(1, maxSeqLength, 1)
|
|
|
|
| 294 |
.map((seqLength) => ({
|
| 295 |
seqLength,
|
| 296 |
batchSize: memory / (seqLength * memoryPerInput),
|
| 297 |
}))
|
| 298 |
.filter((d) => d.batchSize <= maxBatchSize && d.batchSize > 1 && d.seqLength > 1);
|
| 299 |
|
| 300 |
+
const lineGroup = svg.append('g').attr('transform', `translate(${margin.left}, ${margin.top})`);
|
|
|
|
|
|
|
| 301 |
|
| 302 |
+
const line = d3.line<LineChartData>()
|
|
|
|
| 303 |
.x((d) => xScale(d.seqLength))
|
| 304 |
.y((d) => yScale(d.batchSize))
|
| 305 |
.curve(d3.curveBasis);
|
| 306 |
|
| 307 |
+
lineGroup.append('path')
|
|
|
|
| 308 |
.datum(sequenceLengths)
|
| 309 |
.attr('fill', 'none')
|
| 310 |
.attr('stroke', chooseColor(precision as Precision))
|
| 311 |
.attr('stroke-width', 4)
|
| 312 |
.attr('d', line)
|
| 313 |
.on('mouseover', () => {
|
| 314 |
+
tooltip.style('opacity', 1)
|
| 315 |
+
.style('transform', 'translateY(-10px)');
|
| 316 |
})
|
| 317 |
.on('mousemove', (event) => {
|
| 318 |
tooltip.selectAll('text').remove();
|
| 319 |
const [x, y] = d3.pointer(event);
|
| 320 |
const xValue = xScale.invert(x);
|
| 321 |
const yValue = yScale.invert(y);
|
| 322 |
+
tooltip.html(`Sequence Length: ${xValue.toFixed(0)}<br/>Batch Size: ${yValue.toFixed(0)}`)
|
|
|
|
|
|
|
| 323 |
.style('left', event.pageX + 10 + 'px')
|
| 324 |
.style('top', event.pageY + 10 + 'px');
|
| 325 |
})
|
|
|
|
| 332 |
|
| 333 |
return (
|
| 334 |
<>
|
| 335 |
+
<div id="tooltip" ref={tooltipRef}></div>
|
| 336 |
<svg ref={chartRef} width={600} height={400} />
|
| 337 |
</>
|
| 338 |
);
|
|
|
|
| 357 |
}
|
| 358 |
|
| 359 |
// Calculate activation memory size based on intermediate size and hidden size
|
| 360 |
+
const activationMemorySize = (512 * 2 * (Math.max(2 * intermediateSize, 4 * hiddenSize))) / 1_000_000_000;
|
| 361 |
|
| 362 |
return (
|
| 363 |
<>
|
| 364 |
{/* Model Footprint with Prefill Chunking */}
|
| 365 |
+
<div className="chart">
|
| 366 |
+
<div style={{ animation: 'fadeIn 0.3s ease-in-out' }} className="text-2xl text-center mb-4">Model Footprint with Prefill Chunking</div>
|
| 367 |
+
<div className="space-y-8">
|
| 368 |
+
{(['32-bit', '16-bit', '8-bit', '4-bit'] as Precision[]).map((precision) => {
|
| 369 |
const totalMemory = calculatePrefillMemory(
|
| 370 |
modelParams,
|
| 371 |
hiddenSize,
|
|
|
|
| 374 |
precision
|
| 375 |
);
|
| 376 |
return (
|
| 377 |
+
<div key={precision} style={{ animation: 'fadeIn 0.3s ease-in-out' }} className="chart-row">
|
| 378 |
+
<div className="chart-row-title">{precision.toUpperCase()}</div>
|
| 379 |
<ModelSizeBarChart
|
| 380 |
modelSize={totalMemory}
|
| 381 |
largestModelSize={deviceMemory}
|
|
|
|
| 383 |
deviceMemorySet={deviceMemory > 0}
|
| 384 |
activationMemorySize={activationMemorySize} // Updated to pass activation memory size
|
| 385 |
/>
|
| 386 |
+
<div className="chart-row-size ml-8">
|
| 387 |
{totalMemory.toFixed(2)} / {deviceMemory} GB
|
| 388 |
</div>
|
| 389 |
</div>
|
|
|
|
| 393 |
</div>
|
| 394 |
|
| 395 |
{/* Inference Runtime with Prefill Chunking */}
|
| 396 |
+
<div className="chart">
|
| 397 |
+
<div style={{ animation: 'fadeIn 0.3s ease-in-out' }} className="text-2xl text-center mb-4">
|
| 398 |
Maximum Batch Size / Sequence Length with Prefill Chunking
|
| 399 |
</div>
|
| 400 |
<InferenceRuntimeLineChart
|
| 401 |
availableMemory={{
|
| 402 |
+
'4-bit': deviceMemory - calculatePrefillMemory(modelParams, hiddenSize, numLayers, intermediateSize, '4-bit'),
|
| 403 |
+
'8-bit': deviceMemory - calculatePrefillMemory(modelParams, hiddenSize, numLayers, intermediateSize, '8-bit'),
|
| 404 |
+
'16-bit': deviceMemory - calculatePrefillMemory(modelParams, hiddenSize, numLayers, intermediateSize, '16-bit'),
|
| 405 |
+
'32-bit': deviceMemory - calculatePrefillMemory(modelParams, hiddenSize, numLayers, intermediateSize, '32-bit'),
|
| 406 |
}}
|
| 407 |
memoryPerInput={(4 * hiddenSize * numLayers) / 1_000_000_000}
|
| 408 |
/>
|
|
|
|
| 430 |
return (
|
| 431 |
<>
|
| 432 |
{/* Model Footprint */}
|
| 433 |
+
<div className="chart mb-8">
|
| 434 |
+
<div style={{ animation: 'fadeIn 0.3s ease-in-out' }} className="text-2xl text-center mb-4">Model Footprint</div>
|
| 435 |
+
<div className="space-y-8">
|
| 436 |
+
{(['32-bit', '16-bit', '8-bit', '4-bit'] as Precision[]).map((precision) => (
|
| 437 |
+
<div key={precision} style={{ animation: 'fadeIn 0.3s ease-in-out' }} className="chart-row">
|
| 438 |
+
<div className="chart-row-title">{precision.toUpperCase()}</div>
|
| 439 |
<ModelSizeBarChart
|
| 440 |
modelSize={calculateStandardMemory(modelParams, precision)}
|
| 441 |
largestModelSize={deviceMemory}
|
| 442 |
modelPrecision={precision}
|
| 443 |
deviceMemorySet={deviceMemory > 0}
|
| 444 |
/>
|
| 445 |
+
<div className="chart-row-size ml-8">
|
| 446 |
{calculateStandardMemory(modelParams, precision).toFixed(2)} / {deviceMemory} GB
|
| 447 |
</div>
|
| 448 |
</div>
|
|
|
|
| 451 |
</div>
|
| 452 |
|
| 453 |
{/* Maximum Batch Size / Sequence Length */}
|
| 454 |
+
<div className="chart">
|
| 455 |
+
<div style={{ animation: 'fadeIn 0.3s ease-in-out' }} className="text-2xl text-center mb-4">
|
| 456 |
Maximum Batch Size / Sequence Length
|
| 457 |
</div>
|
| 458 |
<InferenceRuntimeLineChart
|
| 459 |
availableMemory={{
|
| 460 |
+
'4-bit': deviceMemory - calculateStandardMemory(modelParams, '4-bit'),
|
| 461 |
+
'8-bit': deviceMemory - calculateStandardMemory(modelParams, '8-bit'),
|
| 462 |
+
'16-bit': deviceMemory - calculateStandardMemory(modelParams, '16-bit'),
|
| 463 |
+
'32-bit': deviceMemory - calculateStandardMemory(modelParams, '32-bit'),
|
| 464 |
}}
|
| 465 |
memoryPerInput={(4 * hiddenSize * numLayers) / 1_000_000_000}
|
| 466 |
/>
|
|
|
|
| 481 |
const [deviceSelectionTab, setDeviceSelectionTab] = useState<boolean>(true);
|
| 482 |
|
| 483 |
return (
|
| 484 |
+
<div className="flex flex-col items-center justify-center min-h-screen px-4">
|
| 485 |
{/* Toggle Between Standard and Prefill Chunking */}
|
| 486 |
+
<div className="mb-4 flex space-x-4">
|
| 487 |
<button
|
| 488 |
+
style={{ transition: 'background-color 0.3s ease-in-out, color 0.3s ease-in-out' }}
|
| 489 |
className={`${!isPrefillChunking ? 'calculator-input-tab-active' : 'calculator-input-tab'}`}
|
| 490 |
onClick={() => setIsPrefillChunking(false)}
|
| 491 |
>
|
| 492 |
Standard Calculator
|
| 493 |
</button>
|
| 494 |
<button
|
| 495 |
+
style={{ transition: 'background-color 0.3s ease-in-out, color 0.3s ease-in-out' }}
|
| 496 |
className={`${isPrefillChunking ? 'calculator-input-tab-active' : 'calculator-input-tab'}`}
|
| 497 |
onClick={() => setIsPrefillChunking(true)}
|
| 498 |
>
|
|
|
|
| 501 |
</div>
|
| 502 |
|
| 503 |
{/* Model and Device Selection */}
|
| 504 |
+
<div className="w-full max-w-4xl">
|
| 505 |
+
<div style={{ animation: 'fadeIn 0.3s ease-in-out' }} className="text-4xl mb-4 text-center">Model Memory Calculator</div>
|
| 506 |
+
<div className="mb-6 text-center">
|
| 507 |
Use our Model Memory Calculator to help you estimate the memory footprint of your model
|
| 508 |
and the maximum batch size/sequence length combination you can run on your device.
|
| 509 |
</div>
|
| 510 |
|
| 511 |
+
<div className="grid grid-cols-1 sm:grid-cols-2 gap-4 mb-6">
|
| 512 |
{/* Model Selection */}
|
| 513 |
+
<div className="calculator-input-box">
|
| 514 |
+
<div className="text-2xl calculator-input-title">Model</div>
|
| 515 |
+
<div className="calculator-input-content">
|
| 516 |
+
<div className="mb-2">
|
| 517 |
<button
|
| 518 |
+
style={{ transition: 'background-color 0.3s ease-in-out, color 0.3s ease-in-out' }}
|
| 519 |
className={`${modelSelectionTab ? 'calculator-input-tab-active' : 'calculator-input-tab'}`}
|
| 520 |
onClick={() => setModelSelectionTab(true)}
|
| 521 |
>
|
| 522 |
Model Selection
|
| 523 |
</button>
|
| 524 |
<button
|
| 525 |
+
style={{ transition: 'background-color 0.3s ease-in-out, color 0.3s ease-in-out' }}
|
| 526 |
className={`${modelSelectionTab ? 'calculator-input-tab' : 'calculator-input-tab-active'}`}
|
| 527 |
onClick={() => setModelSelectionTab(false)}
|
| 528 |
>
|
|
|
|
| 532 |
<div>
|
| 533 |
{modelSelectionTab ? (
|
| 534 |
<>
|
| 535 |
+
<label htmlFor="model">Select a Model</label>
|
| 536 |
<select
|
| 537 |
+
id="model"
|
| 538 |
+
className="calculator-select"
|
| 539 |
+
style={{ transition: 'border 0.3s ease-in-out, box-shadow 0.3s ease-in-out' }}
|
| 540 |
onChange={(e) => {
|
| 541 |
const selectedModel = MODELS.find(
|
| 542 |
+
(model) => model.params === Number(e.target.value)
|
| 543 |
);
|
| 544 |
if (selectedModel) {
|
| 545 |
setModelParams(selectedModel.params);
|
|
|
|
| 549 |
}
|
| 550 |
}}
|
| 551 |
>
|
| 552 |
+
<option value="">None selected</option>
|
| 553 |
{MODELS.map((model) => (
|
| 554 |
+
<option key={model.name} value={model.params}>
|
|
|
|
|
|
|
|
|
|
| 555 |
{model.name}
|
| 556 |
</option>
|
| 557 |
))}
|
|
|
|
| 559 |
</>
|
| 560 |
) : (
|
| 561 |
<>
|
| 562 |
+
<label htmlFor="modelParams">Model Parameters (in billions)</label>
|
| 563 |
<input
|
| 564 |
+
type="number"
|
| 565 |
+
id="modelParams"
|
| 566 |
+
className="calculator-input mb-2"
|
| 567 |
+
placeholder="e.g. 7 (for LLaMA-7B)"
|
| 568 |
+
style={{ transition: 'border 0.3s ease-in-out, box-shadow 0.3s ease-in-out' }}
|
| 569 |
value={modelParams || ''}
|
| 570 |
min={0}
|
| 571 |
onChange={(e) => setModelParams(Number(e.target.value))}
|
| 572 |
/>
|
| 573 |
+
<label htmlFor="hiddenSize">Hidden Size</label>
|
| 574 |
<input
|
| 575 |
+
type="number"
|
| 576 |
+
id="hiddenSize"
|
| 577 |
+
className="calculator-input mb-2"
|
| 578 |
+
placeholder="e.g. 4096 (for LLaMA-7B)"
|
| 579 |
+
style={{ transition: 'border 0.3s ease-in-out, box-shadow 0.3s ease-in-out' }}
|
| 580 |
value={hiddenSize || ''}
|
| 581 |
min={1}
|
| 582 |
onChange={(e) => setHiddenSize(Number(e.target.value))}
|
| 583 |
/>
|
| 584 |
+
<label htmlFor="numLayers">Number of Layers</label>
|
| 585 |
<input
|
| 586 |
+
type="number"
|
| 587 |
+
id="numLayers"
|
| 588 |
+
className="calculator-input"
|
| 589 |
+
placeholder="e.g. 32 (for LLaMA-7B)"
|
| 590 |
+
style={{ transition: 'border 0.3s ease-in-out, box-shadow 0.3s ease-in-out' }}
|
| 591 |
value={numLayers || ''}
|
| 592 |
min={1}
|
| 593 |
onChange={(e) => setNumLayers(Number(e.target.value))}
|
| 594 |
/>
|
| 595 |
{isPrefillChunking && (
|
| 596 |
<>
|
| 597 |
+
<label htmlFor="intermediateSize">Intermediate Size</label>
|
| 598 |
<input
|
| 599 |
+
type="number"
|
| 600 |
+
id="intermediateSize"
|
| 601 |
+
className="calculator-input"
|
| 602 |
+
placeholder="e.g. 11008 (for LLaMA-7B)"
|
| 603 |
+
style={{ transition: 'border 0.3s ease-in-out, box-shadow 0.3s ease-in-out' }}
|
| 604 |
value={intermediateSize || ''}
|
| 605 |
min={1}
|
| 606 |
onChange={(e) => setIntermediateSize(Number(e.target.value))}
|
|
|
|
| 614 |
</div>
|
| 615 |
|
| 616 |
{/* Device Selection */}
|
| 617 |
+
<div className="calculator-input-box">
|
| 618 |
+
<div className="text-2xl calculator-input-title">Device</div>
|
| 619 |
+
<div className="calculator-input-content">
|
| 620 |
+
<div className="mb-2">
|
| 621 |
<button
|
| 622 |
+
style={{ transition: 'background-color 0.3s ease-in-out, color 0.3s ease-in-out' }}
|
| 623 |
className={`${deviceSelectionTab ? 'calculator-input-tab-active' : 'calculator-input-tab'}`}
|
| 624 |
onClick={() => {
|
| 625 |
setDeviceSelectionTab(true);
|
|
|
|
| 629 |
Device Selection
|
| 630 |
</button>
|
| 631 |
<button
|
| 632 |
+
style={{ transition: 'background-color 0.3s ease-in-out, color 0.3s ease-in-out' }}
|
| 633 |
className={`${deviceSelectionTab ? 'calculator-input-tab' : 'calculator-input-tab-active'}`}
|
| 634 |
onClick={() => {
|
| 635 |
setDeviceSelectionTab(false);
|
|
|
|
| 642 |
<div>
|
| 643 |
{deviceSelectionTab ? (
|
| 644 |
<>
|
| 645 |
+
<label htmlFor="device">Select a Device</label>
|
| 646 |
<select
|
| 647 |
+
id="device"
|
| 648 |
+
className="calculator-select"
|
| 649 |
+
style={{ transition: 'border 0.3s ease-in-out, box-shadow 0.3s ease-in-out' }}
|
| 650 |
onChange={(e) => setDeviceMemory(Number(e.target.value))}
|
| 651 |
>
|
| 652 |
+
<option value="">None selected</option>
|
| 653 |
{DEVICES.map((device) => (
|
| 654 |
<option key={device.name} value={device.size}>
|
| 655 |
{device.name}
|
|
|
|
| 659 |
</>
|
| 660 |
) : (
|
| 661 |
<>
|
| 662 |
+
<label htmlFor="deviceMemory">Device RAM (in GB)</label>
|
| 663 |
<input
|
| 664 |
+
type="number"
|
| 665 |
+
id="deviceMemory"
|
| 666 |
+
className="calculator-input"
|
| 667 |
+
placeholder="e.g. 24"
|
| 668 |
+
style={{ transition: 'border 0.3s ease-in-out, box-shadow 0.3s ease-in-out' }}
|
| 669 |
value={deviceMemory || ''}
|
| 670 |
min={0}
|
| 671 |
onChange={(e) => setDeviceMemory(Number(e.target.value))}
|