BranchesTags

Repository files navigation

Note that this repository is outdated: we are now using the next generation of the MLCommons CK workflow automation meta-framework (Collective Mind aka CM) developed by the open working group. Feel free to join this community effort to learn how to modularize ML Systems and automate their benchmarking, optimization and deployment in the real world!

Fighting the software and hardware chaos

All CK components for AI and ML are now collected in one repository!

This project is hosted by the cTuning foundation (non-profit R&D organization).

compatibilityLicense

Linux & MacOS: Travis Build Status Windows: AppVeyor Build status

This is a Collective Knowledge repository with the functionality to support portable, customizable, reusable and automated workflows. It lets users automatically detect the target platform with already installed software, data and models required for a given workflow using CK software detection plugins and install missing packages in a unified way. Multiple versions of code, data and models can now co-exist in a user or system environment similar to Python virtualenv.

Further info:

Author

Contributors

Shared CK modules with actions

Installation

First install the CK framework as described here.

Then install this CK repository as follows:

 $ ck pull repo:ck-env
$ ck list soft
$ ck list package

Usage

You can detect and register in the CK all the instances of GCC and LLVM as follows:

 $ ck detect soft:compiler.gcc
$ ck detect soft:compiler.llvm

You can now see multiple versions of the detected software registered in the CK as follows:

 $ ck show env

You can then compile and run unified CK benchmarks shared by the community using any of the above compiler instances (GCC, LLVM, ICC ...) and their versions simply as follows:

 $ ck pull repo:ck-autotuning
$ ck pull repo:ctuning-programs
$ ck compile program:cbench-automotive-susan --speed
$ ck run program:cbench-automotive-susan

If you have Android NDK and SDK installed, CK can automatically detect it together with compiler versions (GCC, LLVM), register them and let you compile and run benchmarks on Android simply via:

 $ ck compile program:cbench-automotive-susan --speed --target_os=android21-arm-v7a
$ ck run program:cbench-automotive-susan --target_os=android21-arm-v7a

You can find further details about our customizable and cross-platform package/environment manager here.

Questions and comments

Please feel free to get in touch with the CK community if you have any questions, suggestions and comments!

About

CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment.

github.com/mlcommons/ck

Topics

androidcodereefcollective-knowledgecompilersdatasetshpclibrarieslinuxmacosmobile-devicesmodelsmultiple-versionspackage-managerportable-workflowspythonreproducible-researchresearch-workflowstoolswindows

Resources

Readme
License
Activity
Custom properties

Stars

73 stars

Watchers

8 watching

Forks

23 forks
Report repository

Releases

Packages

Used by

Contributors

Languages

, '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" + '

Skip to content
BranchesTags
Repository files navigation
Note that this repository is outdated: we are now using the next generation of the MLCommons CK workflow automation meta-framework (Collective Mind aka CM) developed by the open working group. Feel free to join this community effort to learn how to modularize ML Systems and automate their benchmarking, optimization and deployment in the real world!
Fighting the software and hardware chaos
All CK components for AI and ML are now collected in one repository!
This project is hosted by the cTuning foundation (non-profit R&D organization).
compatibilityLicense
Linux & MacOS: Travis Build Status
Windows: AppVeyor Build status
This is a Collective Knowledge repository
with the functionality to support portable, customizable, reusable and automated workflows.
It lets users automatically detect the target platform with already installed software, data and models
required for a given workflow using CK software detection plugins
and install missing packages in a unified way.
Multiple versions of code, data and models can now co-exist in a user or system environment
similar to Python virtualenv.
Further info:
Author
Contributors
Shared CK modules with actions
Installation
First install the CK framework as described here.
Then install this CK repository as follows:
 $ ck pull repo:ck-env
$ ck list soft
$ ck list package

Usage
You can detect and register in the CK all the instances of GCC and LLVM as follows:
 $ ck detect soft:compiler.gcc
$ ck detect soft:compiler.llvm

You can now see multiple versions of the detected software registered in the CK as follows:
 $ ck show env

You can then compile and run unified CK benchmarks shared by the community using
any of the above compiler instances (GCC, LLVM, ICC ...) and their versions simply as follows:
 $ ck pull repo:ck-autotuning
$ ck pull repo:ctuning-programs
$ ck compile program:cbench-automotive-susan --speed
$ ck run program:cbench-automotive-susan

If you have Android NDK and SDK installed, CK can automatically detect it together with compiler
versions (GCC, LLVM), register them and let you compile and run benchmarks on Android simply via:
 $ ck compile program:cbench-automotive-susan --speed --target_os=android21-arm-v7a
$ ck run program:cbench-automotive-susan --target_os=android21-arm-v7a

You can find further details about our customizable and cross-platform package/environment manager
here.
Questions and comments
Please feel free to get in touch with the CK community
if you have any questions, suggestions and comments!
About
CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment. 
github.com/mlcommons/ck
Topics
androidcodereefcollective-knowledgecompilersdatasetshpclibrarieslinuxmacosmobile-devicesmodelsmultiple-versionspackage-managerportable-workflowspythonreproducible-researchresearch-workflowstoolswindows
Resources
Readme
License
Activity
Custom properties
Stars
73 stars
Watchers
8 watching
Forks
23 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, '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
BranchesTags
Repository files navigation
Note that this repository is outdated: we are now using the next generation of the MLCommons CK workflow automation meta-framework (Collective Mind aka CM) developed by the open working group. Feel free to join this community effort to learn how to modularize ML Systems and automate their benchmarking, optimization and deployment in the real world!
Fighting the software and hardware chaos
All CK components for AI and ML are now collected in one repository!
This project is hosted by the cTuning foundation (non-profit R&D organization).
compatibilityLicense
Linux & MacOS: Travis Build Status
Windows: AppVeyor Build status
This is a Collective Knowledge repository
with the functionality to support portable, customizable, reusable and automated workflows.
It lets users automatically detect the target platform with already installed software, data and models
required for a given workflow using CK software detection plugins
and install missing packages in a unified way.
Multiple versions of code, data and models can now co-exist in a user or system environment
similar to Python virtualenv.
Further info:
Author
Contributors
Shared CK modules with actions
Installation
First install the CK framework as described here.
Then install this CK repository as follows:
 $ ck pull repo:ck-env
$ ck list soft
$ ck list package

Usage
You can detect and register in the CK all the instances of GCC and LLVM as follows:
 $ ck detect soft:compiler.gcc
$ ck detect soft:compiler.llvm

You can now see multiple versions of the detected software registered in the CK as follows:
 $ ck show env

You can then compile and run unified CK benchmarks shared by the community using
any of the above compiler instances (GCC, LLVM, ICC ...) and their versions simply as follows:
 $ ck pull repo:ck-autotuning
$ ck pull repo:ctuning-programs
$ ck compile program:cbench-automotive-susan --speed
$ ck run program:cbench-automotive-susan

If you have Android NDK and SDK installed, CK can automatically detect it together with compiler
versions (GCC, LLVM), register them and let you compile and run benchmarks on Android simply via:
 $ ck compile program:cbench-automotive-susan --speed --target_os=android21-arm-v7a
$ ck run program:cbench-automotive-susan --target_os=android21-arm-v7a

You can find further details about our customizable and cross-platform package/environment manager
here.
Questions and comments
Please feel free to get in touch with the CK community
if you have any questions, suggestions and comments!
About
CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment. 
github.com/mlcommons/ck
Topics
androidcodereefcollective-knowledgecompilersdatasetshpclibrarieslinuxmacosmobile-devicesmodelsmultiple-versionspackage-managerportable-workflowspythonreproducible-researchresearch-workflowstoolswindows
Resources
Readme
License
Activity
Custom properties
Stars
73 stars
Watchers
8 watching
Forks
23 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, '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
BranchesTags
Repository files navigation
Note that this repository is outdated: we are now using the next generation of the MLCommons CK workflow automation meta-framework (Collective Mind aka CM) developed by the open working group. Feel free to join this community effort to learn how to modularize ML Systems and automate their benchmarking, optimization and deployment in the real world!
Fighting the software and hardware chaos
All CK components for AI and ML are now collected in one repository!
This project is hosted by the cTuning foundation (non-profit R&D organization).
compatibilityLicense
Linux & MacOS: Travis Build Status
Windows: AppVeyor Build status
This is a Collective Knowledge repository
with the functionality to support portable, customizable, reusable and automated workflows.
It lets users automatically detect the target platform with already installed software, data and models
required for a given workflow using CK software detection plugins
and install missing packages in a unified way.
Multiple versions of code, data and models can now co-exist in a user or system environment
similar to Python virtualenv.
Further info:
Author
Contributors
Shared CK modules with actions
Installation
First install the CK framework as described here.
Then install this CK repository as follows:
 $ ck pull repo:ck-env
$ ck list soft
$ ck list package

Usage
You can detect and register in the CK all the instances of GCC and LLVM as follows:
 $ ck detect soft:compiler.gcc
$ ck detect soft:compiler.llvm

You can now see multiple versions of the detected software registered in the CK as follows:
 $ ck show env

You can then compile and run unified CK benchmarks shared by the community using
any of the above compiler instances (GCC, LLVM, ICC ...) and their versions simply as follows:
 $ ck pull repo:ck-autotuning
$ ck pull repo:ctuning-programs
$ ck compile program:cbench-automotive-susan --speed
$ ck run program:cbench-automotive-susan

If you have Android NDK and SDK installed, CK can automatically detect it together with compiler
versions (GCC, LLVM), register them and let you compile and run benchmarks on Android simply via:
 $ ck compile program:cbench-automotive-susan --speed --target_os=android21-arm-v7a
$ ck run program:cbench-automotive-susan --target_os=android21-arm-v7a

You can find further details about our customizable and cross-platform package/environment manager
here.
Questions and comments
Please feel free to get in touch with the CK community
if you have any questions, suggestions and comments!
About
CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment. 
github.com/mlcommons/ck
Topics
androidcodereefcollective-knowledgecompilersdatasetshpclibrarieslinuxmacosmobile-devicesmodelsmultiple-versionspackage-managerportable-workflowspythonreproducible-researchresearch-workflowstoolswindows
Resources
Readme
License
Activity
Custom properties
Stars
73 stars
Watchers
8 watching
Forks
23 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, '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
BranchesTags
Repository files navigation
Note that this repository is outdated: we are now using the next generation of the MLCommons CK workflow automation meta-framework (Collective Mind aka CM) developed by the open working group. Feel free to join this community effort to learn how to modularize ML Systems and automate their benchmarking, optimization and deployment in the real world!
Fighting the software and hardware chaos
All CK components for AI and ML are now collected in one repository!
This project is hosted by the cTuning foundation (non-profit R&D organization).
compatibilityLicense
Linux & MacOS: Travis Build Status
Windows: AppVeyor Build status
This is a Collective Knowledge repository
with the functionality to support portable, customizable, reusable and automated workflows.
It lets users automatically detect the target platform with already installed software, data and models
required for a given workflow using CK software detection plugins
and install missing packages in a unified way.
Multiple versions of code, data and models can now co-exist in a user or system environment
similar to Python virtualenv.
Further info:
Author
Contributors
Shared CK modules with actions
Installation
First install the CK framework as described here.
Then install this CK repository as follows:
 $ ck pull repo:ck-env
$ ck list soft
$ ck list package

Usage
You can detect and register in the CK all the instances of GCC and LLVM as follows:
 $ ck detect soft:compiler.gcc
$ ck detect soft:compiler.llvm

You can now see multiple versions of the detected software registered in the CK as follows:
 $ ck show env

You can then compile and run unified CK benchmarks shared by the community using
any of the above compiler instances (GCC, LLVM, ICC ...) and their versions simply as follows:
 $ ck pull repo:ck-autotuning
$ ck pull repo:ctuning-programs
$ ck compile program:cbench-automotive-susan --speed
$ ck run program:cbench-automotive-susan

If you have Android NDK and SDK installed, CK can automatically detect it together with compiler
versions (GCC, LLVM), register them and let you compile and run benchmarks on Android simply via:
 $ ck compile program:cbench-automotive-susan --speed --target_os=android21-arm-v7a
$ ck run program:cbench-automotive-susan --target_os=android21-arm-v7a

You can find further details about our customizable and cross-platform package/environment manager
here.
Questions and comments
Please feel free to get in touch with the CK community
if you have any questions, suggestions and comments!
About
CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment. 
github.com/mlcommons/ck
Topics
androidcodereefcollective-knowledgecompilersdatasetshpclibrarieslinuxmacosmobile-devicesmodelsmultiple-versionspackage-managerportable-workflowspythonreproducible-researchresearch-workflowstoolswindows
Resources
Readme
License
Activity
Custom properties
Stars
73 stars
Watchers
8 watching
Forks
23 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, '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
BranchesTags
Repository files navigation
Note that this repository is outdated: we are now using the next generation of the MLCommons CK workflow automation meta-framework (Collective Mind aka CM) developed by the open working group. Feel free to join this community effort to learn how to modularize ML Systems and automate their benchmarking, optimization and deployment in the real world!
Fighting the software and hardware chaos
All CK components for AI and ML are now collected in one repository!
This project is hosted by the cTuning foundation (non-profit R&D organization).
compatibilityLicense
Linux & MacOS: Travis Build Status
Windows: AppVeyor Build status
This is a Collective Knowledge repository
with the functionality to support portable, customizable, reusable and automated workflows.
It lets users automatically detect the target platform with already installed software, data and models
required for a given workflow using CK software detection plugins
and install missing packages in a unified way.
Multiple versions of code, data and models can now co-exist in a user or system environment
similar to Python virtualenv.
Further info:
Author
Contributors
Shared CK modules with actions
Installation
First install the CK framework as described here.
Then install this CK repository as follows:
 $ ck pull repo:ck-env
$ ck list soft
$ ck list package

Usage
You can detect and register in the CK all the instances of GCC and LLVM as follows:
 $ ck detect soft:compiler.gcc
$ ck detect soft:compiler.llvm

You can now see multiple versions of the detected software registered in the CK as follows:
 $ ck show env

You can then compile and run unified CK benchmarks shared by the community using
any of the above compiler instances (GCC, LLVM, ICC ...) and their versions simply as follows:
 $ ck pull repo:ck-autotuning
$ ck pull repo:ctuning-programs
$ ck compile program:cbench-automotive-susan --speed
$ ck run program:cbench-automotive-susan

If you have Android NDK and SDK installed, CK can automatically detect it together with compiler
versions (GCC, LLVM), register them and let you compile and run benchmarks on Android simply via:
 $ ck compile program:cbench-automotive-susan --speed --target_os=android21-arm-v7a
$ ck run program:cbench-automotive-susan --target_os=android21-arm-v7a

You can find further details about our customizable and cross-platform package/environment manager
here.
Questions and comments
Please feel free to get in touch with the CK community
if you have any questions, suggestions and comments!
About
CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment. 
github.com/mlcommons/ck
Topics
androidcodereefcollective-knowledgecompilersdatasetshpclibrarieslinuxmacosmobile-devicesmodelsmultiple-versionspackage-managerportable-workflowspythonreproducible-researchresearch-workflowstoolswindows
Resources
Readme
License
Activity
Custom properties
Stars
73 stars
Watchers
8 watching
Forks
23 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, '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
BranchesTags
Repository files navigation
Note that this repository is outdated: we are now using the next generation of the MLCommons CK workflow automation meta-framework (Collective Mind aka CM) developed by the open working group. Feel free to join this community effort to learn how to modularize ML Systems and automate their benchmarking, optimization and deployment in the real world!
Fighting the software and hardware chaos
All CK components for AI and ML are now collected in one repository!
This project is hosted by the cTuning foundation (non-profit R&D organization).
compatibilityLicense
Linux & MacOS: Travis Build Status
Windows: AppVeyor Build status
This is a Collective Knowledge repository
with the functionality to support portable, customizable, reusable and automated workflows.
It lets users automatically detect the target platform with already installed software, data and models
required for a given workflow using CK software detection plugins
and install missing packages in a unified way.
Multiple versions of code, data and models can now co-exist in a user or system environment
similar to Python virtualenv.
Further info:
Author
Contributors
Shared CK modules with actions
Installation
First install the CK framework as described here.
Then install this CK repository as follows:
 $ ck pull repo:ck-env
$ ck list soft
$ ck list package

Usage
You can detect and register in the CK all the instances of GCC and LLVM as follows:
 $ ck detect soft:compiler.gcc
$ ck detect soft:compiler.llvm

You can now see multiple versions of the detected software registered in the CK as follows:
 $ ck show env

You can then compile and run unified CK benchmarks shared by the community using
any of the above compiler instances (GCC, LLVM, ICC ...) and their versions simply as follows:
 $ ck pull repo:ck-autotuning
$ ck pull repo:ctuning-programs
$ ck compile program:cbench-automotive-susan --speed
$ ck run program:cbench-automotive-susan

If you have Android NDK and SDK installed, CK can automatically detect it together with compiler
versions (GCC, LLVM), register them and let you compile and run benchmarks on Android simply via:
 $ ck compile program:cbench-automotive-susan --speed --target_os=android21-arm-v7a
$ ck run program:cbench-automotive-susan --target_os=android21-arm-v7a

You can find further details about our customizable and cross-platform package/environment manager
here.
Questions and comments
Please feel free to get in touch with the CK community
if you have any questions, suggestions and comments!
About
CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment. 
github.com/mlcommons/ck
Topics
androidcodereefcollective-knowledgecompilersdatasetshpclibrarieslinuxmacosmobile-devicesmodelsmultiple-versionspackage-managerportable-workflowspythonreproducible-researchresearch-workflowstoolswindows
Resources
Readme
License
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73 stars
Watchers
8 watching
Forks
23 forks
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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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Note that this repository is outdated: we are now using the next generation of the MLCommons CK workflow automation meta-framework (Collective Mind aka CM) developed by the open working group. Feel free to join this community effort to learn how to modularize ML Systems and automate their benchmarking, optimization and deployment in the real world!
Fighting the software and hardware chaos
All CK components for AI and ML are now collected in one repository!
This project is hosted by the cTuning foundation (non-profit R&D organization).
compatibilityLicense
Linux & MacOS: Travis Build Status
Windows: AppVeyor Build status
This is a Collective Knowledge repository
with the functionality to support portable, customizable, reusable and automated workflows.
It lets users automatically detect the target platform with already installed software, data and models
required for a given workflow using CK software detection plugins
and install missing packages in a unified way.
Multiple versions of code, data and models can now co-exist in a user or system environment
similar to Python virtualenv.
Further info:
Author
Contributors
Shared CK modules with actions
Installation
First install the CK framework as described here.
Then install this CK repository as follows:
 $ ck pull repo:ck-env
$ ck list soft
$ ck list package

Usage
You can detect and register in the CK all the instances of GCC and LLVM as follows:
 $ ck detect soft:compiler.gcc
$ ck detect soft:compiler.llvm

You can now see multiple versions of the detected software registered in the CK as follows:
 $ ck show env

You can then compile and run unified CK benchmarks shared by the community using
any of the above compiler instances (GCC, LLVM, ICC ...) and their versions simply as follows:
 $ ck pull repo:ck-autotuning
$ ck pull repo:ctuning-programs
$ ck compile program:cbench-automotive-susan --speed
$ ck run program:cbench-automotive-susan

If you have Android NDK and SDK installed, CK can automatically detect it together with compiler
versions (GCC, LLVM), register them and let you compile and run benchmarks on Android simply via:
 $ ck compile program:cbench-automotive-susan --speed --target_os=android21-arm-v7a
$ ck run program:cbench-automotive-susan --target_os=android21-arm-v7a

You can find further details about our customizable and cross-platform package/environment manager
here.
Questions and comments
Please feel free to get in touch with the CK community
if you have any questions, suggestions and comments!
About
CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment. 
github.com/mlcommons/ck
Topics
androidcodereefcollective-knowledgecompilersdatasetshpclibrarieslinuxmacosmobile-devicesmodelsmultiple-versionspackage-managerportable-workflowspythonreproducible-researchresearch-workflowstoolswindows
Resources
Readme
License
Activity
Custom properties
Stars
73 stars
Watchers
8 watching
Forks
23 forks
Report repository
Releases
Packages
Used by
Contributors
Languages