hynky HF staff commited on
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small_optims (#54)

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- handlebars (5b7848cd78ed79f68f08ac71732b8e6bf67282ca)
- fragments (8bf5408fdd6efde84dc63986236c962ac2a69c33)
- Merge branch 'main' of hf.co:spaces/nanotron/Nanotron-Gigablogpost (566dccd5197acbdfd78b89de650882cdefa520ba)
- add dist + nits (1fa3117ce0dac3c8062d3869b1303af8ac9961b4)
- Merge branch 'main' of hf.co:spaces/nanotron/Nanotron-Gigablogpost (d3b8b057baf773f9fd099cfca17885f3ef34585b)
- Merge remote-tracking branch 'origin/main' into small_optims (f869662818883750e3dbd59409ec25cc10f22a5d)

This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. README.md +20 -0
  2. assets/data/clustering/data.csv +0 -0
  3. assets/data/clustering/info.csv +0 -106
  4. assets/data/plots/all_dumps_bad/agg_score.json +0 -1
  5. dist/assets/data/clustering/data.csv +0 -0
  6. dist/assets/data/clustering/info.csv +0 -106
  7. dist/assets/data/fp8/.DS_Store +0 -0
  8. dist/assets/data/fragments/banner.html +0 -0
  9. dist/assets/data/fragments/benchmarks_interactive.html +0 -0
  10. dist/assets/data/fragments/cp_8Bmemoryusage.html +0 -1
  11. dist/assets/data/fragments/dp_ourjourney_memoryusage.html +0 -1
  12. dist/assets/data/fragments/dp_scaling.html +0 -1
  13. dist/assets/data/fragments/memory-profile.html +0 -0
  14. dist/assets/data/fragments/memory-recomputation.html +0 -1
  15. dist/assets/data/fragments/memusage_activations.html +0 -1
  16. dist/assets/data/fragments/pp_bubblesize.html +0 -1
  17. dist/assets/data/fragments/pp_comm_bandwidth.html +0 -1
  18. dist/assets/data/fragments/pp_memoryusage.html +0 -1
  19. dist/assets/data/fragments/tp_memoryusage.html +0 -1
  20. dist/assets/data/fragments/tp_scaling.html +0 -1
  21. dist/assets/data/fragments/tp_sp_memoryusage.html +0 -1
  22. dist/assets/data/fragments/tp_sp_scaling.html +0 -1
  23. dist/assets/data/fragments/zero3_memoryusage.html +0 -1
  24. dist/assets/data/plots/all_dumps_bad/agg_score.json +0 -1
  25. dist/assets/images/5D_nutshell_tp_sp.svg +0 -0
  26. dist/assets/images/5Dparallelism_8Bmemoryusage.svg +0 -0
  27. dist/assets/images/5d_full.svg +0 -0
  28. dist/assets/images/5d_nutshell_cp.svg +1 -3
  29. dist/assets/images/5d_nutshell_ep.svg +0 -0
  30. dist/assets/images/IMG_7537D08D7F41-1.jpeg +2 -2
  31. dist/assets/images/IMG_A95961668B3F-1.jpeg +2 -2
  32. dist/assets/images/IMG_C4260C5C58DC-1.jpeg +2 -2
  33. dist/assets/images/IMG_DA188FF29F45-1.jpeg +2 -2
  34. dist/assets/images/a0_all_gather.gif +0 -0
  35. dist/assets/images/a0_barrier.png +2 -2
  36. dist/assets/images/a0_broadcast.png +2 -2
  37. dist/assets/images/a0_gather_allgather.png +2 -2
  38. dist/assets/images/a0_general.png +2 -2
  39. dist/assets/images/a0_reduce_allreduce.png +2 -2
  40. dist/assets/images/a0_reduce_scatter.gif +0 -0
  41. dist/assets/images/a0_scatter_reducescatter.png +2 -2
  42. dist/assets/images/activation_recomputation.js +149 -1
  43. dist/assets/images/activation_recomputation.png +2 -2
  44. dist/assets/images/activation_recomputation.svg +0 -0
  45. dist/assets/images/activationrecomputation_memory.svg +0 -0
  46. dist/assets/images/conclusion_llama3_parallelism.png +2 -2
  47. dist/assets/images/cp_70bmemoryusage.svg +0 -0
  48. dist/assets/images/cp_8Bmemoryusage.svg +0 -0
  49. dist/assets/images/cp_attnmask.svg +0 -0
  50. dist/assets/images/cp_memoryusage.svg +0 -0
README.md CHANGED
@@ -27,3 +27,23 @@ npm run dev
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  npm run build
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  // And commit the dist folder
29
  ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
27
  npm run build
28
  // And commit the dist folder
29
  ```
30
+
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+ ## Loading HTML fragments:
32
+ There are two way to load HTML fragments:
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+ 1. Compile them into html during build time
34
+ 2. Fetch them and insert them during run-time
35
+
36
+ ## When to use what
37
+ - Use compile time fragments only on parts which you want to ensure are seen by every user right after page load (e.g logo)
38
+ - Use run-time fragments for everything else so that the final HTML is of reasonable size (<1MB idealy)
39
+
40
+ ## How to add a new fragment
41
+ - Add it to the `src/fragments` folder (e.g. `src/fragments/banner.html`)
42
+ - For run-time fragments, add {{{fragment-name}}} to appropriate place in `src/index.html` (e.g. {{{fragment-banner}}})
43
+ - For compile-time fragments, add <div id="fragment-name"></div> to `src/index.html` where you want to insert the fragment (e.g. <div id="fragment-banner"></div>)
44
+
45
+
46
+ ## How to know which fragments are available
47
+ - Run `npm run dev` and look at the console for available fragments
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+
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+
assets/data/clustering/data.csv DELETED
The diff for this file is too large to render. See raw diff
 
assets/data/clustering/info.csv DELETED
@@ -1,106 +0,0 @@
1
- ,cluster_id,cluster_summaries,cluster_position_x,cluster_position_y
2
- 0,-1,None,9.926462,4.7121987
3
- 1,0,Philosophical/Spiritual Introspection,10.312462,1.2666532
4
- 2,1,"Scholarships,",8.167274,4.8995786
5
- 3,2,Politics,8.81142,2.4859838
6
- 4,3,Theology,9.615214,0.3783942
7
- 5,4,Dating,4.985182,1.8439052
8
- 6,5,Accommodation,11.457769,5.080919
9
- 7,6,Football,6.6154537,-1.6859366
10
- 8,7,Film Festival,6.9734483,1.4548192
11
- 9,8,Culinary,13.426296,4.5412893
12
- 10,9,Music,6.0653744,0.7536916
13
- 11,10,Gambling,3.124241,3.2533677
14
- 12,11,Baseball,7.133596,-2.4256644
15
- 13,12,Technology,6.4929094,6.768577
16
- 14,13,Website Policies,4.873843,5.771508
17
- 15,14,Weddings,11.815845,3.7894728
18
- 16,15,Gaming,5.529167,2.9530518
19
- 17,16,Commodities/Services Provision,10.453564,5.8489122
20
- 18,17,Crafts,13.287651,6.4237967
21
- 19,18,Automobiles,9.9531145,8.840178
22
- 20,19,Watches,13.893139,9.859185
23
- 21,20,Dogs,12.595798,3.5351615
24
- 22,21,Photography,10.7942295,3.5504062
25
- 23,22,Legalities,8.942016,4.72733
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- 24,23,Consumer Electronics,7.078649,8.338984
27
- 25,24,Insulation,10.520957,7.914946
28
- 26,25,Cannabis,14.317424,3.2114828
29
- 27,26,Footwear,15.052116,7.6956415
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- 28,27,Real Estate,9.536316,6.103533
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- 29,28,Relocation,10.205071,7.1883316
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- 30,29,Sports betting,3.2779586,2.443366
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- 31,30,Narratives,7.613535,1.8300554
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- 32,31,Dating,4.788838,2.1900373
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- 33,32,Apparel/Clothing,14.394226,7.3073387
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- 34,33,User Authentication,5.265638,6.4014487
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- 35,34,Academicwriting,6.9187264,3.4357684
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- 36,35,Sports,7.4969172,-2.086585
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- 37,36,Fashion/Lifestyle Products,13.821669,7.7150764
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- 38,37,Diverse events,9.437052,2.2438836
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- 39,38,Blockchain/Cryptocurrency,7.7586045,6.9439344
42
- 40,39,Online Businesses/Marketing,6.522259,5.219268
43
- 41,40,Healthcare,11.425277,2.3801014
44
- 42,41,Home Decor,12.878046,7.2632184
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- 43,42,Biomedicine,12.789575,2.3376262
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- 44,43,Jewelry,14.259997,8.653363
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- 45,44,Addiction,11.561383,1.3774762
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- 46,45,Products,11.711758,8.423251
49
- 47,46,Multi-purposefulness,11.080702,7.4574013
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- 48,47,"Mass transit,",9.910158,5.4402313
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- 49,48,Ethernet,6.9763823,7.7909245
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- 50,49,Legal,9.516912,4.636553
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- 51,50,E-commerce,13.263438,8.6548195
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- 52,51,Audio,7.717162,8.903019
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- 53,52,Infrastructure,10.52904,5.369669
56
- 54,53,Firearms,11.062812,9.268473
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- 55,54,Freight/Logistics,9.551044,7.0336204
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- 56,55,Products,12.073747,7.645973
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- 57,56,Vaccinations,11.9387045,2.7824683
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- 58,57,Artwork,11.019163,4.1677165
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- 59,58,Viticulture,14.223523,5.0761614
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- 60,59,WordPress,5.9597983,5.824579
63
- 61,60,Cosmetics/Dermatology,15.093273,3.4669027
64
- 62,61,Software,6.375921,6.4298844
65
- 63,62,Dentistry,14.76626,1.1620314
66
- 64,63,Pest Control,13.201735,3.6806118
67
- 65,64,SEO,5.720493,5.238112
68
- 66,65,Lottery,1.7142816,2.9782674
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- 67,66,Narratives,8.460977,1.0804662
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- 68,67,Waste Reduction & Recycling,10.634534,6.959523
71
- 69,68,Communication,6.438943,5.9467845
72
- 70,69,Orthopedics,13.005415,1.1908791
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- 71,70,Home Decor & Furniture,12.732457,7.876862
74
- 72,71,Education,7.6568975,3.4944353
75
- 73,72,Sports,7.295141,-0.7343214
76
- 74,73,Social Media Advertising,6.133886,4.8547883
77
- 75,74,Privacy,4.756733,6.3598356
78
- 76,75,Website design,6.1168823,5.465095
79
- 77,76,Roofing,11.389448,8.080609
80
- 78,77,Nutrition/Supplements,13.631578,2.5334294
81
- 79,78,Haircare/Hairstyling,15.544645,4.54254
82
- 80,79,Cookies,4.341592,6.819268
83
- 81,80,International Trade,8.993828,6.4757586
84
- 82,81,Entrepreneurial Resources,9.435777,5.3340797
85
- 83,82,Cricket,6.5171986,-1.245905
86
- 84,83,Crafts,13.852216,7.049825
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- 85,84,Floristry,13.407425,5.8741536
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- 86,85,Genealogy,9.530803,1.6548243
89
- 87,86,Mental Health,11.074349,1.6069281
90
- 88,87,Volunteerism,10.145443,3.6734574
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- 89,88,Lighting,11.385381,8.93693
92
- 90,89,Artificial Intelligence,6.5306387,6.2178063
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- 91,90,Business,7.471462,6.4142885
94
- 92,91,E-commerce,13.638669,6.5098934
95
- 93,92,Urbanization/Over-tourism,10.221115,6.100654
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- 94,93,Events,10.8449,3.9822264
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- 95,94,Pharmaceuticals/Biotechnology,12.318266,2.4331784
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- 96,95,Professional Wrestling,6.856304,-0.65598303
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- 97,96,Various,9.3211975,3.4894605
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- 98,97,Medicine,13.17882,2.1281319
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- 99,98,Community Engagement,9.848856,3.5187004
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- 100,99,Fitness,12.504849,0.9134393
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- 101,100,Bathroom Design & Toilet Engineering,11.779076,7.2920136
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- 102,101,Business Development,7.328447,5.659843
105
- 103,102,Sports,7.6370654,-1.0701839
106
- 104,103,Sexuality,13.817207,1.6510898
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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dumps does not improve performance"}}}
 
 
dist/assets/data/clustering/data.csv DELETED
The diff for this file is too large to render. See raw diff
 
dist/assets/data/clustering/info.csv DELETED
@@ -1,106 +0,0 @@
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- function enhanceSVGContent(t){const e=(new DOMParser).parseFromString(t,"image/svg+xml"),n=e.createElementNS("http://www.w3.org/2000/svg","style");return n.textContent='\n path[data-element-type="layer"] {\n transition: all 0.3s;\n cursor: pointer;\n }\n path[data-element-type="layer"]:hover {\n fill: #b197fc !important;\n transform: translate(0, -2px);\n }\n\n path[data-element-type="layer-updated"] {\n transition: all 0.3s;\n cursor: pointer;\n }\n \n path[data-element-type="layer-updated"]:hover {\n fill:rgb(103, 56, 244) !important;\n transform: scale(1.02);\n transform: translate(0, -2px);\n }\n\n path[data-element-type="gradient"] {\n transition: all 0.3s;\n cursor: pointer;\n }\n path[data-element-type="gradient"]:hover {\n fill: #f06595 !important;\n transform: translate(0, -2px);\n }\n\n path[data-element-type="forward"] {\n transition: all 0.3s;\n cursor: pointer;\n }\n path[data-element-type="forward"]:hover {\n stroke: #0c8599 !important;\n stroke-width: 4 !important;\n }\n\n path[data-element-type="backward"] {\n transition: all 0.3s;\n cursor: pointer;\n }\n path[data-element-type="backward"]:hover {\n stroke: #e8590c !important;\n stroke-width: 4 !important;\n }\n\n path[data-element-type="optimization"] {\n transition: all 0.3s;\n cursor: pointer;\n }\n path[data-element-type="optimization"]:hover {\n stroke: #087f5b !important;\n stroke-width: 4 !important;\n }\n',e.documentElement.insertBefore(n,e.documentElement.firstChild),e.querySelectorAll('path[fill="#d0bfff"]').forEach(((t,e)=>{t.setAttribute("data-element-id",`layer-${e}`),t.setAttribute("data-element-type","layer")})),e.querySelectorAll('path[fill="#9775fa"]').forEach(((t,e)=>{t.setAttribute("data-element-id",`layer-updated-${e}`),t.setAttribute("data-element-type","layer-updated")})),e.querySelectorAll('path[fill="#f783ac"]').forEach(((t,e)=>{t.setAttribute("data-element-id",`gradient-${e}`),t.setAttribute("data-element-type","gradient")})),Object.entries({"#15aabf":"forward","#fd7e14":"backward","#099268":"optimization"}).forEach((([t,n])=>{e.querySelectorAll(`path[stroke="${t}"]`).forEach(((t,e)=>{t.setAttribute("data-element-id",`${n}-${e}`),t.setAttribute("data-element-type",n)}))})),e.documentElement.setAttribute("width","100%"),e.documentElement.setAttribute("height","100%"),e.documentElement.setAttribute("preserveAspectRatio","xMidYMid meet"),(new XMLSerializer).serializeToString(e)}async function loadSVG(t,e){try{const n=await fetch(t);if(!n.ok)throw new Error(`HTTP error! Status: ${n.status}`);const a=enhanceSVGContent(await n.text());document.getElementById(e).innerHTML=a}catch(t){console.error("Error loading SVG:",t),document.getElementById(e).innerHTML="<p>Error loading SVG.</p>"}}loadSVG("../assets/images/activation_recomputation.svg","svg-activation_recomputation");const svgContainer3=document.getElementById("svg-activation_recomputation");svgContainer3.addEventListener("mouseover",(function(t){const e=t.target;if("path"===e.tagName.toLowerCase()&&e.hasAttribute("data-element-id")){const t=e.getAttribute("data-element-id"),n=e.getAttribute("data-element-type"),a={layer:"Neural Network Layer","layer-updated":"Neural Network Layer (updated)",gradient:"Gradient Update Layer",forward:"Forward Pass Connection",backward:"Backward Pass Connection",optimization:"Optimization Step"}[n]||n;document.getElementById("svg-activation_recomputation-info").textContent=`Hovering over: ${a} (${t})`}})),svgContainer3.addEventListener("mouseout",(function(){document.getElementById("svg-activation_recomputation-info").textContent="Hover over the network elements to see their details"}));
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ // Function to enhance the SVG content by adding styles and data attributes
3
+ function enhanceSVGContent(originalContent) {
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+ const parser = new DOMParser();
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+ const doc = parser.parseFromString(originalContent, 'image/svg+xml');
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+
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+ // Create a style element with hover effects and insert it as the first child of the SVG
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+ const styleElement = doc.createElementNS('http://www.w3.org/2000/svg', 'style');
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+ styleElement.textContent = `
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+ path[data-element-type="layer"] {
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+ transition: all 0.3s;
12
+ cursor: pointer;
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+ }
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+ path[data-element-type="layer"]:hover {
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+ fill: #b197fc !important;
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+ transform: translate(0, -2px);
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+ }
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+
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+ path[data-element-type="layer-updated"] {
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+ transition: all 0.3s;
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+ cursor: pointer;
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+ }
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+
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+ path[data-element-type="layer-updated"]:hover {
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+ fill:rgb(103, 56, 244) !important;
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+ transform: scale(1.02);
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+ transform: translate(0, -2px);
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+ }
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+
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+ path[data-element-type="gradient"] {
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+ transition: all 0.3s;
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+ cursor: pointer;
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+ }
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+ path[data-element-type="gradient"]:hover {
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+ fill: #f06595 !important;
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+ transform: translate(0, -2px);
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+ }
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+
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+ path[data-element-type="forward"] {
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+ transition: all 0.3s;
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+ cursor: pointer;
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+ }
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+ path[data-element-type="forward"]:hover {
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+ stroke: #0c8599 !important;
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+ stroke-width: 4 !important;
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+ }
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+
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+ path[data-element-type="backward"] {
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+ transition: all 0.3s;
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+ cursor: pointer;
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+ }
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+ path[data-element-type="backward"]:hover {
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+ stroke: #e8590c !important;
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+ stroke-width: 4 !important;
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+ }
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+
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+ path[data-element-type="optimization"] {
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+ transition: all 0.3s;
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+ cursor: pointer;
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+ }
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+ path[data-element-type="optimization"]:hover {
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+ stroke: #087f5b !important;
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+ stroke-width: 4 !important;
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+ }
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+ `;
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+ doc.documentElement.insertBefore(styleElement, doc.documentElement.firstChild);
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+
68
+ // Process neural network layers (purple nodes)
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+ doc.querySelectorAll('path[fill="#d0bfff"]').forEach((node, index) => {
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+ node.setAttribute('data-element-id', `layer-${index}`);
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+ node.setAttribute('data-element-type', 'layer');
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+ });
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+
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+ doc.querySelectorAll('path[fill="#9775fa"]').forEach((node, index) => {
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+ node.setAttribute('data-element-id', `layer-updated-${index}`);
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+ node.setAttribute('data-element-type', 'layer-updated');
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+ });
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+
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+ // Process gradient nodes (pink nodes)
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+ doc.querySelectorAll('path[fill="#f783ac"]').forEach((node, index) => {
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+ node.setAttribute('data-element-id', `gradient-${index}`);
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+ node.setAttribute('data-element-type', 'gradient');
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+ });
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+
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+ // Process arrows by matching stroke colors
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+ const arrowTypes = {
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+ '#15aabf': 'forward',
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+ '#fd7e14': 'backward',
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+ '#099268': 'optimization'
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+ };
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+
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+ Object.entries(arrowTypes).forEach(([color, type]) => {
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+ doc.querySelectorAll(`path[stroke="${color}"]`).forEach((arrow, index) => {
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+ arrow.setAttribute('data-element-id', `${type}-${index}`);
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+ arrow.setAttribute('data-element-type', type);
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+ });
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+ });
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+
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+ // Make the SVG responsive
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+ doc.documentElement.setAttribute('width', '100%');
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+ doc.documentElement.setAttribute('height', '100%');
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+ doc.documentElement.setAttribute('preserveAspectRatio', 'xMidYMid meet');
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+
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+ return new XMLSerializer().serializeToString(doc);
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+ }
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+
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+ // Function to load an SVG file via fetch
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+ async function loadSVG(url, containerId) {
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+ try {
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+ const response = await fetch(url);
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+ if (!response.ok) {
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+ throw new Error(`HTTP error! Status: ${response.status}`);
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+ }
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+ const svgText = await response.text();
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+ const enhancedSVG = enhanceSVGContent(svgText);
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+ document.getElementById(containerId).innerHTML = enhancedSVG;
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+ } catch (error) {
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+ console.error('Error loading SVG:', error);
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+ document.getElementById(containerId).innerHTML = '<p>Error loading SVG.</p>';
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+ }
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+ }
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+
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+ // Load the SVG file (adjust the path if needed)
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+ loadSVG('../assets/images/activation_recomputation.svg', 'svg-activation_recomputation');
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+
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+ // Set up event listeners to display a description of the hovered element
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+ const svgContainer3 = document.getElementById('svg-activation_recomputation');
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+
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+ svgContainer3.addEventListener('mouseover', function (event) {
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+ const target = event.target;
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+ if (target.tagName.toLowerCase() === 'path' && target.hasAttribute('data-element-id')) {
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+ const elementId = target.getAttribute('data-element-id');
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+ const elementType = target.getAttribute('data-element-type');
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+ const descriptions = {
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+ layer: 'Neural Network Layer',
136
+ 'layer-updated': 'Neural Network Layer (updated)',
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+ gradient: 'Gradient Update Layer',
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+ forward: 'Forward Pass Connection',
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+ backward: 'Backward Pass Connection',
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+ optimization: 'Optimization Step'
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+ };
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+ const description = descriptions[elementType] || elementType;
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+ document.getElementById('svg-activation_recomputation-info').textContent = `Hovering over: ${description} (${elementId})`;
144
+ }
145
+ });
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+
147
+ svgContainer3.addEventListener('mouseout', function () {
148
+ document.getElementById('svg-activation_recomputation-info').textContent = 'Hover over the network elements to see their details';
149
+ });
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  • Pointer size: 130 Bytes
  • Size of remote file: 74.5 kB

Git LFS Details

  • SHA256: f0cf8e6be21d6117c2bfee093ef0c391a97357de64835f508b9d528be55c51ea
  • Pointer size: 130 Bytes
  • Size of remote file: 13.7 kB
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Git LFS Details

  • SHA256: e7282f28522dc436f176a5ceca8891397d9bb8b8522f9b020bdf20e31258d324
  • Pointer size: 131 Bytes
  • Size of remote file: 348 kB

Git LFS Details

  • SHA256: c67a054b04cf57250b5bc30c128d8e9ba041a64aea5b176cdc804cd0c1325162
  • Pointer size: 131 Bytes
  • Size of remote file: 112 kB
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