test / benchmarks /llm_gpu_benchmark_text-generation-inference.html
iblfe's picture
Upload folder using huggingface_hub
b585c7f verified
<html>
<head><meta charset="utf-8" /></head>
<body>
<div> <script type="text/javascript">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>
<script src="https://cdn.plot.ly/plotly-2.2.0.min.js"></script> <div id="8d98303e-9d8d-4a86-9ab9-85be1f565ba7" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script type="text/javascript"> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("8d98303e-9d8d-4a86-9ab9-85be1f565ba7")) { Plotly.newPlot( "8d98303e-9d8d-4a86-9ab9-85be1f565ba7", [{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x","y":[],"yaxis":"y"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x2","y":[],"yaxis":"y2"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x","y":[],"yaxis":"y"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x2","y":[],"yaxis":"y2"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[31.964670378460696,40.07702972093452,28.212217062134258,24.76324507950772,29.383143217889106],"xaxis":"x","y":["24-RTX 3090","24-RTX 4090","45-RTX A6000","48-RTX 6000 Ada Generation","80-A100 SXM4"],"yaxis":"y"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[38.97113273835895,37.81293817302825,25.418311714688866,46.82453047975238,25.870047557539163],"xaxis":"x2","y":["24-RTX 3090","24-RTX 4090","45-RTX A6000","48-RTX 6000 Ada Generation","80-A100 SXM4"],"yaxis":"y2"},{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x7","y":[],"yaxis":"y7"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x8","y":[],"yaxis":"y8"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x7","y":[],"yaxis":"y7"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x8","y":[],"yaxis":"y8"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[27.742149283479364,131.11372927692716,27.756812705358207],"xaxis":"x7","y":["45-RTX A6000","48-RTX 6000 Ada Generation","80-A100 SXM4"],"yaxis":"y7"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[25.757641294033732,60.88036130542081,24.89894321470165],"xaxis":"x8","y":["45-RTX A6000","48-RTX 6000 Ada Generation","80-A100 SXM4"],"yaxis":"y8"},{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x13","y":[],"yaxis":"y13"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x14","y":[],"yaxis":"y14"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x13","y":[],"yaxis":"y13"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x14","y":[],"yaxis":"y14"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[26.58192050074467,27.706125039541696],"xaxis":"x13","y":["45-RTX A6000","80-A100 SXM4"],"yaxis":"y13"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[24.92264927072723,24.11901127583454],"xaxis":"x14","y":["45-RTX A6000","80-A100 SXM4"],"yaxis":"y14"},{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x19","y":[],"yaxis":"y19"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x20","y":[],"yaxis":"y20"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x19","y":[],"yaxis":"y19"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x20","y":[],"yaxis":"y20"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[26.56845022740626],"xaxis":"x19","y":["80-A100 SXM4"],"yaxis":"y19"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[23.63055816163121],"xaxis":"x20","y":["80-A100 SXM4"],"yaxis":"y20"},{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x3","y":[],"yaxis":"y3"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x4","y":[],"yaxis":"y4"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x3","y":[],"yaxis":"y3"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x4","y":[],"yaxis":"y4"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[null,null,38.784585018023556,18.13337657657005],"xaxis":"x3","y":["24-RTX 3090","45-RTX A6000","48-RTX 6000 Ada Generation","80-A100 SXM4"],"yaxis":"y3"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[null,null,28.590730184060984,16.18347618092991],"xaxis":"x4","y":["24-RTX 3090","45-RTX A6000","48-RTX 6000 Ada Generation","80-A100 SXM4"],"yaxis":"y4"},{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x9","y":[],"yaxis":"y9"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x10","y":[],"yaxis":"y10"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x9","y":[],"yaxis":"y9"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x10","y":[],"yaxis":"y10"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[20.929693801547206,12.694114023867758,85.02391911717123,17.23203722663425],"xaxis":"x9","y":["24-RTX 3090","45-RTX A6000","48-RTX 6000 Ada Generation","80-A100 SXM4"],"yaxis":"y9"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[26.649908731325855,18.11013971401145,49.03779902422664,18.7070327239283],"xaxis":"x10","y":["24-RTX 3090","45-RTX A6000","48-RTX 6000 Ada Generation","80-A100 SXM4"],"yaxis":"y10"},{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x15","y":[],"yaxis":"y15"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x16","y":[],"yaxis":"y16"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x15","y":[],"yaxis":"y15"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x16","y":[],"yaxis":"y16"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[12.361580993407348,16.12018834278174],"xaxis":"x15","y":["45-RTX A6000","80-A100 SXM4"],"yaxis":"y15"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[17.620036315851138,17.885323649884445],"xaxis":"x16","y":["45-RTX A6000","80-A100 SXM4"],"yaxis":"y16"},{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x21","y":[],"yaxis":"y21"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x22","y":[],"yaxis":"y22"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x21","y":[],"yaxis":"y21"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x22","y":[],"yaxis":"y22"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[17.333509386436194],"xaxis":"x21","y":["80-A100 SXM4"],"yaxis":"y21"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[17.907476788430102],"xaxis":"x22","y":["80-A100 SXM4"],"yaxis":"y22"},{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x5","y":[],"yaxis":"y5"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x6","y":[],"yaxis":"y6"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x5","y":[],"yaxis":"y5"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x6","y":[],"yaxis":"y6"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[],"xaxis":"x5","y":[],"yaxis":"y5"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[],"xaxis":"x6","y":[],"yaxis":"y6"},{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x11","y":[],"yaxis":"y11"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x12","y":[],"yaxis":"y12"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x11","y":[],"yaxis":"y11"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x12","y":[],"yaxis":"y12"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[],"xaxis":"x11","y":[],"yaxis":"y11"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[],"xaxis":"x12","y":[],"yaxis":"y12"},{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x17","y":[],"yaxis":"y17"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x18","y":[],"yaxis":"y18"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x17","y":[],"yaxis":"y17"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x18","y":[],"yaxis":"y18"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[null,6.337898874140187],"xaxis":"x17","y":["45-RTX A6000","80-A100 SXM4"],"yaxis":"y17"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[null,8.157040216950774],"xaxis":"x18","y":["45-RTX A6000","80-A100 SXM4"],"yaxis":"y18"},{"legendgroup":"sum-4 bits","marker":{"color":"#1F77B4"},"name":"sum-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x23","y":[],"yaxis":"y23"},{"legendgroup":"gen-4 bits","marker":{"color":"#1F77B4"},"name":"gen-4 bits","orientation":"h","type":"bar","x":[],"xaxis":"x24","y":[],"yaxis":"y24"},{"legendgroup":"sum-8 bits","marker":{"color":"#FF7F0E"},"name":"sum-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x23","y":[],"yaxis":"y23"},{"legendgroup":"gen-8 bits","marker":{"color":"#FF7F0E"},"name":"gen-8 bits","orientation":"h","type":"bar","x":[],"xaxis":"x24","y":[],"yaxis":"y24"},{"legendgroup":"sum-16 bits","marker":{"color":"#2CA02C"},"name":"sum-16 bits","orientation":"h","type":"bar","x":[6.239297143818297],"xaxis":"x23","y":["80-A100 SXM4"],"yaxis":"y23"},{"legendgroup":"gen-16 bits","marker":{"color":"#2CA02C"},"name":"gen-16 bits","orientation":"h","type":"bar","x":[8.082069511295837],"xaxis":"x24","y":["80-A100 SXM4"],"yaxis":"y24"}], {"annotations":[{"font":{"size":16},"showarrow":false,"text":"llama2-7b-chat Summarization","x":0.06777777777777778,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"llama2-7b-chat Generation","x":0.2366666666666667,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"llama2-13b-chat Summarization","x":0.40555555555555556,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"llama2-13b-chat Generation","x":0.5744444444444445,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"llama2-70b-chat Summarization","x":0.7433333333333334,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"llama2-70b-chat Generation","x":0.9122222222222223,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"1 GPUs","textangle":90,"x":0.98,"xanchor":"left","xref":"paper","y":0.9125,"yanchor":"middle","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"2 GPUs","textangle":90,"x":0.98,"xanchor":"left","xref":"paper","y":0.6375000000000001,"yanchor":"middle","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"4 GPUs","textangle":90,"x":0.98,"xanchor":"left","xref":"paper","y":0.36250000000000004,"yanchor":"middle","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"8 GPUs","textangle":90,"x":0.98,"xanchor":"left","xref":"paper","y":0.0875,"yanchor":"middle","yref":"paper"}],"barmode":"group","plot_bgcolor":"rgb(250,250,250)","showlegend":true,"template":{"data":{"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"#E5ECF6","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"barpolar":[{"marker":{"line":{"color":"#E5ECF6","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"white","linecolor":"white","minorgridcolor":"white","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"white","linecolor":"white","minorgridcolor":"white","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"heatmapgl":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmapgl"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"#E5ECF6","showlakes":true,"showland":true,"subunitcolor":"white"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"#E5ECF6","polar":{"angularaxis":{"gridcolor":"white","linecolor":"white","ticks":""},"bgcolor":"#E5ECF6","radialaxis":{"gridcolor":"white","linecolor":"white","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","gridwidth":2,"linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white"},"yaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","gridwidth":2,"linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white"},"zaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","gridwidth":2,"linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"white","linecolor":"white","ticks":""},"baxis":{"gridcolor":"white","linecolor":"white","ticks":""},"bgcolor":"#E5ECF6","caxis":{"gridcolor":"white","linecolor":"white","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"white","linecolor":"white","ticks":"","title":{"standoff":15},"zerolinecolor":"white","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"white","linecolor":"white","ticks":"","title":{"standoff":15},"zerolinecolor":"white","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,0.13555555555555557],"matches":"x19","showticklabels":false},"xaxis10":{"anchor":"y10","domain":[0.5066666666666667,0.6422222222222222],"matches":"x19","showticklabels":false},"xaxis11":{"anchor":"y11","domain":[0.6755555555555556,0.8111111111111111],"matches":"x19","showticklabels":false},"xaxis12":{"anchor":"y12","domain":[0.8444444444444444,0.98],"matches":"x19","showticklabels":false},"xaxis13":{"anchor":"y13","domain":[0.0,0.13555555555555557],"matches":"x19","showticklabels":false},"xaxis14":{"anchor":"y14","domain":[0.1688888888888889,0.30444444444444446],"matches":"x19","showticklabels":false},"xaxis15":{"anchor":"y15","domain":[0.3377777777777778,0.4733333333333334],"matches":"x19","showticklabels":false},"xaxis16":{"anchor":"y16","domain":[0.5066666666666667,0.6422222222222222],"matches":"x19","showticklabels":false},"xaxis17":{"anchor":"y17","domain":[0.6755555555555556,0.8111111111111111],"matches":"x19","showticklabels":false},"xaxis18":{"anchor":"y18","domain":[0.8444444444444444,0.98],"matches":"x19","showticklabels":false},"xaxis19":{"anchor":"y19","domain":[0.0,0.13555555555555557]},"xaxis2":{"anchor":"y2","domain":[0.1688888888888889,0.30444444444444446],"matches":"x19","showticklabels":false},"xaxis20":{"anchor":"y20","domain":[0.1688888888888889,0.30444444444444446],"matches":"x19"},"xaxis21":{"anchor":"y21","domain":[0.3377777777777778,0.4733333333333334],"matches":"x19"},"xaxis22":{"anchor":"y22","domain":[0.5066666666666667,0.6422222222222222],"matches":"x19"},"xaxis23":{"anchor":"y23","domain":[0.6755555555555556,0.8111111111111111],"matches":"x19"},"xaxis24":{"anchor":"y24","domain":[0.8444444444444444,0.98],"matches":"x19"},"xaxis3":{"anchor":"y3","domain":[0.3377777777777778,0.4733333333333334],"matches":"x19","showticklabels":false},"xaxis4":{"anchor":"y4","domain":[0.5066666666666667,0.6422222222222222],"matches":"x19","showticklabels":false},"xaxis5":{"anchor":"y5","domain":[0.6755555555555556,0.8111111111111111],"matches":"x19","showticklabels":false},"xaxis6":{"anchor":"y6","domain":[0.8444444444444444,0.98],"matches":"x19","showticklabels":false},"xaxis7":{"anchor":"y7","domain":[0.0,0.13555555555555557],"matches":"x19","showticklabels":false},"xaxis8":{"anchor":"y8","domain":[0.1688888888888889,0.30444444444444446],"matches":"x19","showticklabels":false},"xaxis9":{"anchor":"y9","domain":[0.3377777777777778,0.4733333333333334],"matches":"x19","showticklabels":false},"yaxis":{"anchor":"x","domain":[0.825,1.0],"matches":"y19"},"yaxis10":{"anchor":"x10","domain":[0.55,0.7250000000000001],"matches":"y22"},"yaxis11":{"anchor":"x11","domain":[0.55,0.7250000000000001],"matches":"y23"},"yaxis12":{"anchor":"x12","domain":[0.55,0.7250000000000001],"matches":"y24"},"yaxis13":{"anchor":"x13","domain":[0.275,0.45],"matches":"y19"},"yaxis14":{"anchor":"x14","domain":[0.275,0.45],"matches":"y20"},"yaxis15":{"anchor":"x15","domain":[0.275,0.45],"matches":"y21"},"yaxis16":{"anchor":"x16","domain":[0.275,0.45],"matches":"y22"},"yaxis17":{"anchor":"x17","domain":[0.275,0.45],"matches":"y23"},"yaxis18":{"anchor":"x18","domain":[0.275,0.45],"matches":"y24"},"yaxis19":{"anchor":"x19","domain":[0.0,0.175]},"yaxis2":{"anchor":"x2","domain":[0.825,1.0],"matches":"y20"},"yaxis20":{"anchor":"x20","domain":[0.0,0.175]},"yaxis21":{"anchor":"x21","domain":[0.0,0.175]},"yaxis22":{"anchor":"x22","domain":[0.0,0.175]},"yaxis23":{"anchor":"x23","domain":[0.0,0.175]},"yaxis24":{"anchor":"x24","domain":[0.0,0.175]},"yaxis3":{"anchor":"x3","domain":[0.825,1.0],"matches":"y21"},"yaxis4":{"anchor":"x4","domain":[0.825,1.0],"matches":"y22"},"yaxis5":{"anchor":"x5","domain":[0.825,1.0],"matches":"y23"},"yaxis6":{"anchor":"x6","domain":[0.825,1.0],"matches":"y24"},"yaxis7":{"anchor":"x7","domain":[0.55,0.7250000000000001],"matches":"y19"},"yaxis8":{"anchor":"x8","domain":[0.55,0.7250000000000001],"matches":"y20"},"yaxis9":{"anchor":"x9","domain":[0.55,0.7250000000000001],"matches":"y21"}}, {"responsive": true} ) }; </script> </div>
</body>
</html>