Spaces:
Running on CPU Upgrade
Running on CPU Upgrade
File size: 20,413 Bytes
692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 c30fe65 692f731 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 | <div class="benchmark-performance"></div>
<style>
.benchmark-performance {
font-family: 'Arial', sans-serif;
margin: 0px 0;
padding: 0;
}
.benchmark-performance__grid {
display: grid;
grid-template-columns: repeat(2, 1fr);
gap: 20px;
margin-top: 20px;
}
@media (max-width: 1000px) {
.benchmark-performance__grid {
grid-template-columns: 1fr;
}
}
.benchmark-performance__chart {
border: 1px solid var(--border-color);
border-radius: 12px;
padding: 20px;
background: var(--page-bg);
}
.benchmark-performance__title {
font-size: 16px;
font-weight: 700;
color: var(--text-color);
margin-bottom: 16px;
text-align: center;
}
.benchmark-performance__legend {
display: flex;
flex-direction: column;
align-items: center;
gap: 12px;
margin-bottom: 20px;
}
.benchmark-performance__legend-title {
font-size: 11px;
font-weight: 700;
text-transform: uppercase;
letter-spacing: 0.5px;
color: var(--muted-color);
}
.benchmark-performance__legend-items {
display: flex;
justify-content: center;
gap: 20px;
flex-wrap: wrap;
}
.benchmark-performance__legend-item {
display: flex;
align-items: center;
gap: 8px;
font-size: 12px;
color: var(--text-color);
}
.benchmark-performance__legend-swatch {
width: 16px;
height: 16px;
border-radius: 3px;
}
.benchmark-performance svg {
width: 100%;
height: auto;
display: block;
}
.benchmark-performance .axis path {
display: none;
}
.benchmark-performance .axis line {
stroke: var(--axis-color);
}
.benchmark-performance .axis text {
fill: var(--tick-color);
font-size: 11px;
}
.benchmark-performance .grid line {
stroke: var(--grid-color);
stroke-opacity: 1;
stroke-width: 1.5;
}
.benchmark-performance .bar {
transition: opacity 0.2s ease;
cursor: pointer;
}
.benchmark-performance .bar-label {
transition: opacity 0.2s ease;
}
.benchmark-performance.hovering .bar.ghost {
opacity: 0.15;
}
.benchmark-performance.hovering .bar-label.ghost {
opacity: 0.15;
}
.benchmark-performance.hovering .benchmark-performance__legend-item.ghost {
opacity: 0.3;
}
.benchmark-performance__legend-item {
cursor: pointer;
transition: opacity 0.2s ease;
}
</style>
<script>
(() => {
// Données extraites de l'image
const data = {
'410M': {
'PIQA': { 'Softmax Attention': 67.0, 'Lightning Attention': 67.0, 'Hybrid-lightning': 67.5 },
'H5': { 'Softmax Attention': 39.0, 'Lightning Attention': 39.2, 'Hybrid-lightning': 39.6 },
'WG': { 'Softmax Attention': 52, 'Lightning Attention': 51.6, 'Hybrid-lightning': 51.8 },
'ARC-E': { 'Softmax Attention': 50.0, 'Lightning Attention': 52.5, 'Hybrid-lightning': 52.1 },
'ARC-C': { 'Softmax Attention': 24.0, 'Lightning Attention': 25.5, 'Hybrid-lightning': 26.2 },
'OBQA': { 'Softmax Attention': 29.5, 'Lightning Attention': 29.8, 'Hybrid-lightning': 30.0 },
'CSR-AVG': { 'Softmax Attention': 43.5, 'Lightning Attention': 44.0, 'Hybrid-lightning': 44.5 },
'NIAH': { 'Softmax Attention': 52.0, 'Lightning Attention': 14.0, 'Hybrid-lightning': 84.2 },
'SCR': { 'Softmax Attention': 10.0, 'Lightning Attention': 8.0, 'Hybrid-lightning': 10.9 }
},
'1B': {
'PIQA': { 'Softmax Attention': 70.0, 'Lightning Attention': 71.0, 'Hybrid-lightning': 70.7 },
'H5': { 'Softmax Attention': 47.5, 'Lightning Attention': 48.5, 'Hybrid-lightning': 50.4 },
'WG': { 'Softmax Attention': 52.0, 'Lightning Attention': 51.5, 'Hybrid-lightning': 55.8 },
'ARC-E': { 'Softmax Attention': 57.5, 'Lightning Attention': 57.5, 'Hybrid-lightning': 59.9 },
'ARC-C': { 'Softmax Attention': 28.0, 'Lightning Attention': 28.0, 'Hybrid-lightning': 27.6 },
'OBQA': { 'Softmax Attention': 33.0, 'Lightning Attention': 33.5, 'Hybrid-lightning': 32.8 },
'CSR-AVG': { 'Softmax Attention': 47.5, 'Lightning Attention': 48.0, 'Hybrid-lightning': 49.5 },
'NIAH': { 'Softmax Attention': 44.0, 'Lightning Attention': 29.0, 'Hybrid-lightning': 95.7 },
'SCR': { 'Softmax Attention': 11.5, 'Lightning Attention': 10.5, 'Hybrid-lightning': 13.3 }
},
'3B': {
'PIQA': { 'Softmax Attention': 72.2, 'Lightning Attention': 76.2, 'Hybrid-lightning': 74.2 },
'H5': { 'Softmax Attention': 58.5, 'Lightning Attention': 60.5, 'Hybrid-lightning': 61.1 },
'WG': { 'Softmax Attention': 59.0, 'Lightning Attention': 61.0, 'Hybrid-lightning': 59.5 },
'ARC-E': { 'Softmax Attention': 63.0, 'Lightning Attention': 65.0, 'Hybrid-lightning': 65.0 },
'ARC-C': { 'Softmax Attention': 33.0, 'Lightning Attention': 34.0, 'Hybrid-lightning': 34.9 },
'OBQA': { 'Softmax Attention': 33.0, 'Lightning Attention': 36.2, 'Hybrid-lightning': 35.8 },
'CSR-AVG': { 'Softmax Attention': 50.5, 'Lightning Attention': 55.2, 'Hybrid-lightning': 55.2 },
'NIAH': { 'Softmax Attention': 46.0, 'Lightning Attention': 11.0, 'Hybrid-lightning': 98.0 },
'SCR': { 'Softmax Attention': 13.7, 'Lightning Attention': 13.2, 'Hybrid-lightning': 14.7 }
},
'7B': {
'PIQA': { 'Softmax Attention': 74.5, 'Lightning Attention': 76.25, 'Hybrid-lightning': 76.5 },
'H5': { 'Softmax Attention': 64.3, 'Lightning Attention': 66.4, 'Hybrid-lightning': 66.3 },
'WG': { 'Softmax Attention': 62, 'Lightning Attention': 61.4, 'Hybrid-lightning': 62.4 },
'ARC-E': { 'Softmax Attention': 67.1, 'Lightning Attention': 67.5, 'Hybrid-lightning': 68.5 },
'ARC-C': { 'Softmax Attention': 36.9, 'Lightning Attention': 38.4, 'Hybrid-lightning': 38.9 },
'OBQA': { 'Softmax Attention': 35.2, 'Lightning Attention': 38, 'Hybrid-lightning': 37.2 },
'CSR-AVG': { 'Softmax Attention': 55.0, 'Lightning Attention': 57.5, 'Hybrid-lightning': 58.3 },
'NIAH': { 'Softmax Attention': 60.0, 'Lightning Attention': 20.0, 'Hybrid-lightning': 97.7 },
'SCR': { 'Softmax Attention': 14, 'Lightning Attention': 12.5, 'Hybrid-lightning': 15.5 }
}
};
const methods = ['Softmax Attention', 'Lightning Attention', 'Hybrid-lightning'];
// Get categorical colors with fallback
function getMethodColors(count) {
try {
if (window.ColorPalettes && typeof window.ColorPalettes.getColors === 'function') {
return window.ColorPalettes.getColors('categorical', count);
}
} catch (_) { }
// Fallback colors
return ['#FFD97D', '#B4A7D6', '#E74C3C'];
}
const ensureD3AndColors = (cb) => {
// Wait for both D3 and ColorPalettes
const checkReady = () => {
const d3Ready = window.d3 && typeof window.d3.select === 'function';
const colorsReady = window.ColorPalettes && typeof window.ColorPalettes.getColors === 'function';
if (d3Ready && colorsReady) {
cb();
} else if (!d3Ready) {
// Load D3 if needed
let s = document.getElementById('d3-cdn-script');
if (!s) {
s = document.createElement('script');
s.id = 'd3-cdn-script';
s.src = 'https://cdn.jsdelivr.net/npm/d3@7/dist/d3.min.js';
document.head.appendChild(s);
s.addEventListener('load', () => setTimeout(checkReady, 100), { once: true });
} else {
setTimeout(checkReady, 100);
}
} else {
// D3 is ready but ColorPalettes isn't yet, wait a bit
setTimeout(checkReady, 100);
}
};
checkReady();
};
const ensureD3 = (cb) => {
if (window.d3 && typeof window.d3.select === 'function') return cb();
let s = document.getElementById('d3-cdn-script');
if (!s) {
s = document.createElement('script');
s.id = 'd3-cdn-script';
s.src = 'https://cdn.jsdelivr.net/npm/d3@7/dist/d3.min.js';
document.head.appendChild(s);
}
const onReady = () => {
if (window.d3 && typeof window.d3.select === 'function') cb();
};
s.addEventListener('load', onReady, { once: true });
if (window.d3) onReady();
};
const bootstrap = () => {
const scriptEl = document.currentScript;
let container = scriptEl ? scriptEl.previousElementSibling : null;
if (!(container && container.classList && container.classList.contains('benchmark-performance'))) {
const cs = Array.from(document.querySelectorAll('.benchmark-performance')).filter(
el => !(el.dataset && el.dataset.mounted === 'true')
);
container = cs[cs.length - 1] || null;
}
if (!container) return;
if (container.dataset) {
if (container.dataset.mounted === 'true') return;
container.dataset.mounted = 'true';
}
// Get colors
const colors = getMethodColors(methods.length);
// Create legend
const legend = document.createElement('div');
legend.className = 'benchmark-performance__legend';
legend.innerHTML = `
<div class="benchmark-performance__legend-title">Attention Methods</div>
<div class="benchmark-performance__legend-items">
${methods
.map(
(method, i) => `
<div class="benchmark-performance__legend-item" data-method="${method}">
<div class="benchmark-performance__legend-swatch" style="background: ${colors[i]}"></div>
<span>${method}</span>
</div>
`
)
.join('')}
</div>
`;
container.appendChild(legend);
// Legend hover interactions
const legendItems = legend.querySelectorAll('.benchmark-performance__legend-item');
legendItems.forEach(item => {
const method = item.getAttribute('data-method');
item.addEventListener('mouseenter', () => {
container.classList.add('hovering');
// Ghost all bars and legend items except this method
document.querySelectorAll('.benchmark-performance .bar').forEach(bar => {
if (bar.getAttribute('data-method') !== method) {
bar.classList.add('ghost');
}
});
legendItems.forEach(otherItem => {
if (otherItem.getAttribute('data-method') !== method) {
otherItem.classList.add('ghost');
}
});
});
item.addEventListener('mouseleave', () => {
container.classList.remove('hovering');
document.querySelectorAll('.benchmark-performance .bar').forEach(bar => {
bar.classList.remove('ghost');
});
legendItems.forEach(otherItem => {
otherItem.classList.remove('ghost');
});
});
});
// Create grid
const grid = document.createElement('div');
grid.className = 'benchmark-performance__grid';
container.appendChild(grid);
// Create chart for each model size
Object.keys(data).forEach(modelSize => {
const chartDiv = document.createElement('div');
chartDiv.className = 'benchmark-performance__chart';
const title = document.createElement('div');
title.className = 'benchmark-performance__title';
title.textContent = `${modelSize} Benchmark Performance`;
chartDiv.appendChild(title);
grid.appendChild(chartDiv);
// Render chart
renderChart(chartDiv, data[modelSize], modelSize, colors);
});
};
const renderChart = (container, chartData, modelSize, colors) => {
const margin = { top: 40, right: 10, bottom: 60, left: 50 };
const width = 400;
const height = 270;
const innerWidth = width - margin.left - margin.right;
const innerHeight = height - margin.top - margin.bottom;
const svg = d3
.select(container)
.append('svg')
.attr('viewBox', `0 0 ${width} ${height}`)
.attr('preserveAspectRatio', 'xMidYMid meet');
const g = svg.append('g').attr('transform', `translate(${margin.left},${margin.top})`);
const benchmarks = Object.keys(chartData);
const x0 = d3.scaleBand().domain(benchmarks).range([0, innerWidth]).padding(0.2);
const x1 = d3.scaleBand().domain(methods).range([0, x0.bandwidth()]).padding(0.15);
const y = d3.scaleLinear().domain([0, 100]).range([innerHeight, 0]);
// Grid
const grid = g.append('g').attr('class', 'grid');
grid
.selectAll('line')
.data(y.ticks(5))
.enter()
.append('line')
.attr('x1', 0)
.attr('x2', innerWidth)
.attr('y1', d => y(d))
.attr('y2', d => y(d))
.attr('stroke', 'var(--grid-color, #e0e0e0)')
.attr('stroke-dasharray', '2,2');
// X axis
const xAxis = g.append('g').attr('class', 'axis').attr('transform', `translate(0,${innerHeight})`);
xAxis
.call(d3.axisBottom(x0))
.selectAll('text')
.attr('transform', 'rotate(-45)')
.style('text-anchor', 'end')
.attr('dx', '-0.8em')
.attr('dy', '0.15em');
// Y axis
g.append('g').attr('class', 'axis').call(d3.axisLeft(y).ticks(5));
// Bars
const groups = g
.selectAll('.benchmark-group')
.data(benchmarks)
.enter()
.append('g')
.attr('class', 'benchmark-group')
.attr('transform', d => `translate(${x0(d)},0)`);
// Helper function to create rounded top bar path
const roundedTopBarPath = (x, y, width, height, radius) => {
const r = Math.min(radius, height / 2, width / 2);
return `
M ${x},${y + height}
L ${x},${y + r}
Q ${x},${y} ${x + r},${y}
L ${x + width - r},${y}
Q ${x + width},${y} ${x + width},${y + r}
L ${x + width},${y + height}
Z
`;
};
groups
.selectAll('.bar')
.data(benchmark => {
return methods.map(method => ({
method,
value: chartData[benchmark][method],
benchmark
}));
})
.enter()
.append('path')
.attr('class', 'bar')
.attr('data-method', d => d.method)
.attr('d', d => {
const x = x1(d.method);
const yPos = y(d.value);
const width = x1.bandwidth();
const height = innerHeight - yPos;
return roundedTopBarPath(x, yPos, width, height, 1.5);
})
.attr('fill', (d, i) => colors[methods.indexOf(d.method)])
.on('mouseenter', function (event, d) {
const mainContainer = container.closest('.benchmark-performance');
if (!mainContainer) return;
mainContainer.classList.add('hovering');
// Ghost all bars and legend items except this method
document.querySelectorAll('.benchmark-performance .bar').forEach(bar => {
if (bar.getAttribute('data-method') !== d.method) {
bar.classList.add('ghost');
}
});
const legendItems = document.querySelectorAll('.benchmark-performance__legend-item');
legendItems.forEach(item => {
if (item.getAttribute('data-method') !== d.method) {
item.classList.add('ghost');
}
});
// Ghost labels if not hovering Hybrid-lightning
document.querySelectorAll('.benchmark-performance .bar-label').forEach(label => {
if (label.getAttribute('data-method') !== d.method) {
label.classList.add('ghost');
}
});
})
.on('mouseleave', function (event, d) {
const mainContainer = container.closest('.benchmark-performance');
if (!mainContainer) return;
mainContainer.classList.remove('hovering');
document.querySelectorAll('.benchmark-performance .bar').forEach(bar => {
bar.classList.remove('ghost');
});
const legendItems = document.querySelectorAll('.benchmark-performance__legend-item');
legendItems.forEach(item => {
item.classList.remove('ghost');
});
document.querySelectorAll('.benchmark-performance .bar-label').forEach(label => {
label.classList.remove('ghost');
});
});
// Bar labels - afficher uniquement sur Hybrid-lightning
groups.each(function (benchmark) {
const hybridLightningValue = chartData[benchmark]['Hybrid-lightning'];
// Ajouter le label uniquement pour Hybrid-lightning
d3.select(this)
.append('text')
.attr('class', 'bar-label')
.attr('data-method', 'Hybrid-lightning')
.attr('x', x1('Hybrid-lightning') + x1.bandwidth() / 2)
.attr('y', y(hybridLightningValue) - 5)
.attr('text-anchor', 'middle')
.attr('font-size', '10px')
.attr('font-weight', '600')
.attr('fill', 'var(--text-color)')
.text(hybridLightningValue.toFixed(1));
});
};
if (document.readyState === 'loading') {
document.addEventListener('DOMContentLoaded', () => ensureD3AndColors(bootstrap), { once: true });
} else {
ensureD3AndColors(bootstrap);
}
})();
</script> |