[TIR] Add schedule primitive TransformBlockLayout - #11485

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spectrometerHBH merged 2 commits into
apache:mainfrom
vinx13:feat/transform_block_layout
May 29, 2022
Merged

[TIR] Add schedule primitive TransformBlockLayout#11485
spectrometerHBH merged 2 commits into
apache:mainfrom
vinx13:feat/transform_block_layout

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@vinx13

@vinx13vinx13 commented May 27, 2022

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This PR added a schedule primitive transform_block_layout to transform the block items and the outer loops. It can be used to perform im2col-like transformations.

cc @spectrometerHBH@junrushao1994

@vinx13
vinx13force-pushed the feat/transform_block_layout branch from d943104 to 936b864CompareMay 27, 2022 01:49
@wrongtest-intellif

wrongtest-intellif commented May 27, 2022

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Could this be used to perform implicit GEMM implementation for convolution like cutlass?

@vinx13

vinx13 commented May 27, 2022

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Yes. We are planning to integrate this with meta schedule to perform automatic transformation to implicit gemm.

spectrometerHBH
spectrometerHBH approved these changes May 27, 2022
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Comment threadinclude/tvm/tir/schedule/schedule.h Outdated
Comment threadpython/tvm/tir/schedule/schedule.py Outdated
Comment threadsrc/tir/schedule/primitive.h
@vinx13
vinx13force-pushed the feat/transform_block_layout branch from 0b987da to a82836dCompareMay 27, 2022 18:36
@spectrometerHBH
spectrometerHBH merged commit d4a3968 into apache:mainMay 29, 2022
@wrongtest-intellifwrongtest-intellif mentioned this pull request Jun 7, 2022
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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[TIR] Add schedule primitive TransformBlockLayout - #11485
Merged
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
May 29, 2022
Merged
[TIR] Add schedule primitive TransformBlockLayout#11485
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
Conversation
@vinx13
@vinx13vinx13
commented
May 27, 2022

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This PR added a schedule primitive transform_block_layout to transform the block items and the outer loops. It can be used to perform im2col-like transformations.
cc @spectrometerHBH@junrushao1994
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
d943104 to
936b864CompareMay 27, 2022 01:49
@wrongtest-intellif
wrongtest-intellif
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May 27, 2022

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Could this be used to perform implicit GEMM implementation for convolution like cutlass?
@vinx13
vinx13
commented
May 27, 2022

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MemberAuthor
Yes. We are planning to integrate this with meta schedule to perform automatic transformation to implicit gemm.
spectrometerHBH
spectrometerHBH
approved these changes
May 27, 2022
View reviewed changes
Comment threadinclude/tvm/tir/schedule/schedule.h
Outdated

Comment threadpython/tvm/tir/schedule/schedule.py
Outdated

Comment threadsrc/tir/schedule/primitive.h
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
0b987da to
a82836dCompareMay 27, 2022 18:36
@spectrometerHBH
spectrometerHBH
merged commit d4a3968
into
apache:mainMay 29, 2022
@wrongtest-intellifwrongtest-intellif
mentioned this pull request
Jun 7, 2022
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@vinx13vinx13
mentioned this pull request
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@vinx13@wrongtest-intellif@spectrometerHBH

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
[TIR] Add schedule primitive TransformBlockLayout - #11485
Merged
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
May 29, 2022
Merged
[TIR] Add schedule primitive TransformBlockLayout#11485
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
Conversation
@vinx13
@vinx13vinx13
commented
May 27, 2022

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This PR added a schedule primitive transform_block_layout to transform the block items and the outer loops. It can be used to perform im2col-like transformations.
cc @spectrometerHBH@junrushao1994
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
d943104 to
936b864CompareMay 27, 2022 01:49
@wrongtest-intellif
wrongtest-intellif
commented
May 27, 2022

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Could this be used to perform implicit GEMM implementation for convolution like cutlass?
@vinx13
vinx13
commented
May 27, 2022

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MemberAuthor
Yes. We are planning to integrate this with meta schedule to perform automatic transformation to implicit gemm.
spectrometerHBH
spectrometerHBH
approved these changes
May 27, 2022
View reviewed changes
Comment threadinclude/tvm/tir/schedule/schedule.h
Outdated

Comment threadpython/tvm/tir/schedule/schedule.py
Outdated

Comment threadsrc/tir/schedule/primitive.h
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
0b987da to
a82836dCompareMay 27, 2022 18:36
@spectrometerHBH
spectrometerHBH
merged commit d4a3968
into
apache:mainMay 29, 2022
@wrongtest-intellifwrongtest-intellif
mentioned this pull request
Jun 7, 2022
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@vinx13vinx13
mentioned this pull request
Jul 13, 2022

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62 tasks
@driazatidriazati
mentioned this pull request
Jul 14, 2022

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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
[TIR] Add schedule primitive TransformBlockLayout - #11485
Merged
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
May 29, 2022
Merged
[TIR] Add schedule primitive TransformBlockLayout#11485
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
Conversation
@vinx13
@vinx13vinx13
commented
May 27, 2022

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This PR added a schedule primitive transform_block_layout to transform the block items and the outer loops. It can be used to perform im2col-like transformations.
cc @spectrometerHBH@junrushao1994
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
d943104 to
936b864CompareMay 27, 2022 01:49
@wrongtest-intellif
wrongtest-intellif
commented
May 27, 2022

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Could this be used to perform implicit GEMM implementation for convolution like cutlass?
@vinx13
vinx13
commented
May 27, 2022

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MemberAuthor
Yes. We are planning to integrate this with meta schedule to perform automatic transformation to implicit gemm.
spectrometerHBH
spectrometerHBH
approved these changes
May 27, 2022
View reviewed changes
Comment threadinclude/tvm/tir/schedule/schedule.h
Outdated

Comment threadpython/tvm/tir/schedule/schedule.py
Outdated

Comment threadsrc/tir/schedule/primitive.h
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
0b987da to
a82836dCompareMay 27, 2022 18:36
@spectrometerHBH
spectrometerHBH
merged commit d4a3968
into
apache:mainMay 29, 2022
@wrongtest-intellifwrongtest-intellif
mentioned this pull request
Jun 7, 2022
 Merged

@vinx13vinx13
mentioned this pull request
Jul 13, 2022

Closed

62 tasks
@driazatidriazati
mentioned this pull request
Jul 14, 2022

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@vinx13@wrongtest-intellif@spectrometerHBH

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
[TIR] Add schedule primitive TransformBlockLayout - #11485
Merged
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
May 29, 2022
Merged
[TIR] Add schedule primitive TransformBlockLayout#11485
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
Conversation
@vinx13
@vinx13vinx13
commented
May 27, 2022

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This PR added a schedule primitive transform_block_layout to transform the block items and the outer loops. It can be used to perform im2col-like transformations.
cc @spectrometerHBH@junrushao1994
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
d943104 to
936b864CompareMay 27, 2022 01:49
@wrongtest-intellif
wrongtest-intellif
commented
May 27, 2022

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Could this be used to perform implicit GEMM implementation for convolution like cutlass?
@vinx13
vinx13
commented
May 27, 2022

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MemberAuthor
Yes. We are planning to integrate this with meta schedule to perform automatic transformation to implicit gemm.
spectrometerHBH
spectrometerHBH
approved these changes
May 27, 2022
View reviewed changes
Comment threadinclude/tvm/tir/schedule/schedule.h
Outdated

Comment threadpython/tvm/tir/schedule/schedule.py
Outdated

Comment threadsrc/tir/schedule/primitive.h
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
0b987da to
a82836dCompareMay 27, 2022 18:36
@spectrometerHBH
spectrometerHBH
merged commit d4a3968
into
apache:mainMay 29, 2022
@wrongtest-intellifwrongtest-intellif
mentioned this pull request
Jun 7, 2022
 Merged

@vinx13vinx13
mentioned this pull request
Jul 13, 2022

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@driazatidriazati
mentioned this pull request
Jul 14, 2022

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@spectrometerHBHspectrometerHBHspectrometerHBH approved these changes
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@vinx13@wrongtest-intellif@spectrometerHBH

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
[TIR] Add schedule primitive TransformBlockLayout - #11485
Merged
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
May 29, 2022
Merged
[TIR] Add schedule primitive TransformBlockLayout#11485
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
Conversation
@vinx13
@vinx13vinx13
commented
May 27, 2022

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This PR added a schedule primitive transform_block_layout to transform the block items and the outer loops. It can be used to perform im2col-like transformations.
cc @spectrometerHBH@junrushao1994
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
d943104 to
936b864CompareMay 27, 2022 01:49
@wrongtest-intellif
wrongtest-intellif
commented
May 27, 2022

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Could this be used to perform implicit GEMM implementation for convolution like cutlass?
@vinx13
vinx13
commented
May 27, 2022

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MemberAuthor
Yes. We are planning to integrate this with meta schedule to perform automatic transformation to implicit gemm.
spectrometerHBH
spectrometerHBH
approved these changes
May 27, 2022
View reviewed changes
Comment threadinclude/tvm/tir/schedule/schedule.h
Outdated

Comment threadpython/tvm/tir/schedule/schedule.py
Outdated

Comment threadsrc/tir/schedule/primitive.h
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
0b987da to
a82836dCompareMay 27, 2022 18:36
@spectrometerHBH
spectrometerHBH
merged commit d4a3968
into
apache:mainMay 29, 2022
@wrongtest-intellifwrongtest-intellif
mentioned this pull request
Jun 7, 2022
 Merged

@vinx13vinx13
mentioned this pull request
Jul 13, 2022

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Jul 14, 2022

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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
[TIR] Add schedule primitive TransformBlockLayout - #11485
Merged
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
May 29, 2022
Merged
[TIR] Add schedule primitive TransformBlockLayout#11485
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
Conversation
@vinx13
@vinx13vinx13
commented
May 27, 2022

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This PR added a schedule primitive transform_block_layout to transform the block items and the outer loops. It can be used to perform im2col-like transformations.
cc @spectrometerHBH@junrushao1994
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
d943104 to
936b864CompareMay 27, 2022 01:49
@wrongtest-intellif
wrongtest-intellif
commented
May 27, 2022

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Could this be used to perform implicit GEMM implementation for convolution like cutlass?
@vinx13
vinx13
commented
May 27, 2022

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MemberAuthor
Yes. We are planning to integrate this with meta schedule to perform automatic transformation to implicit gemm.
spectrometerHBH
spectrometerHBH
approved these changes
May 27, 2022
View reviewed changes
Comment threadinclude/tvm/tir/schedule/schedule.h
Outdated

Comment threadpython/tvm/tir/schedule/schedule.py
Outdated

Comment threadsrc/tir/schedule/primitive.h
@vinx13
vinx13force-pushed
the
feat/transform_block_layout
branch
from
0b987da to
a82836dCompareMay 27, 2022 18:36
@spectrometerHBH
spectrometerHBH
merged commit d4a3968
into
apache:mainMay 29, 2022
@wrongtest-intellifwrongtest-intellif
mentioned this pull request
Jun 7, 2022
 Merged

@vinx13vinx13
mentioned this pull request
Jul 13, 2022

Closed

62 tasks
@driazatidriazati
mentioned this pull request
Jul 14, 2022

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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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[TIR] Add schedule primitive TransformBlockLayout - #11485
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spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
May 29, 2022
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[TIR] Add schedule primitive TransformBlockLayout#11485
spectrometerHBH merged 2 commits into
apache:mainfrom 
vinx13:feat/transform_block_layout
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@vinx13
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This PR added a schedule primitive transform_block_layout to transform the block items and the outer loops. It can be used to perform im2col-like transformations.
cc @spectrometerHBH@junrushao1994
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Could this be used to perform implicit GEMM implementation for convolution like cutlass?
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Yes. We are planning to integrate this with meta schedule to perform automatic transformation to implicit gemm.
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Comment threadsrc/tir/schedule/primitive.h
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@spectrometerHBHspectrometerHBHspectrometerHBH approved these changes
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