[FastMath] Add cuda & x86 schedules for fast_softmax - #8150

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jcf94 merged 4 commits into
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jcf94:fast_softmax_schedule
May 31, 2021
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[FastMath] Add cuda & x86 schedules for fast_softmax#8150
jcf94 merged 4 commits into
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jcf94:fast_softmax_schedule

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This is an additional CR to #8138. Add x86 & cuda schedules for fast_softmax.

Though I'm not sure if this will be the best schedule in these two targets, this should work better than the non-fast one. For better performance, AutoScheduler will do a good job.

cc @merrymercy

@jcf94
jcf94 merged commit eebd5a9 into apache:mainMay 31, 2021
@jcf94
jcf94 deleted the fast_softmax_schedule branch May 31, 2021 08:22
mehrdadh pushed a commit to mehrdadh/tvm that referenced this pull request Jun 3, 2021
@jcf94@mehrdadh
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
3e961bb
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit to trevor-m/tvm that referenced this pull request Jun 17, 2021
@jcf94Trevor Morris
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
d2d1db8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit to neo-ai/tvm that referenced this pull request Jun 17, 2021
@jcf94@trevor-m
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
c0756c8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
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[FastMath] Add cuda & x86 schedules for fast_softmax - #8150
Merged
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
May 31, 2021
Merged
[FastMath] Add cuda & x86 schedules for fast_softmax#8150
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
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@jcf94jcf94
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May 27, 2021•

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This is an additional CR to #8138. Add x86 & cuda schedules for fast_softmax.
Though I'm not sure if this will be the best schedule in these two targets, this should work better than the non-fast one. For better performance, AutoScheduler will do a good job.
cc @merrymercy
@jcf94
jcf94
merged commit eebd5a9
into
apache:mainMay 31, 2021
@jcf94
jcf94
deleted the

fast_softmax_schedule

branch
May 31, 2021 08:22
mehrdadh pushed a commit
to mehrdadh/tvm
that referenced
this pull request
Jun 3, 2021
@jcf94@mehrdadh
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
3e961bb
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to trevor-m/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94Trevor Morris
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
d2d1db8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to neo-ai/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94@trevor-m
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
c0756c8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
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, 'i');
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(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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[FastMath] Add cuda & x86 schedules for fast_softmax - #8150
Merged
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
May 31, 2021
Merged
[FastMath] Add cuda & x86 schedules for fast_softmax#8150
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
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@jcf94
@jcf94jcf94
commented
May 27, 2021•

edited

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This is an additional CR to #8138. Add x86 & cuda schedules for fast_softmax.
Though I'm not sure if this will be the best schedule in these two targets, this should work better than the non-fast one. For better performance, AutoScheduler will do a good job.
cc @merrymercy
@jcf94
jcf94
merged commit eebd5a9
into
apache:mainMay 31, 2021
@jcf94
jcf94
deleted the

fast_softmax_schedule

branch
May 31, 2021 08:22
mehrdadh pushed a commit
to mehrdadh/tvm
that referenced
this pull request
Jun 3, 2021
@jcf94@mehrdadh
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
3e961bb
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to trevor-m/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94Trevor Morris
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
d2d1db8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to neo-ai/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94@trevor-m
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
c0756c8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
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, 'i');
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(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
[FastMath] Add cuda & x86 schedules for fast_softmax - #8150
Merged
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
May 31, 2021
Merged
[FastMath] Add cuda & x86 schedules for fast_softmax#8150
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
Conversation
@jcf94
@jcf94jcf94
commented
May 27, 2021•

edited

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This is an additional CR to #8138. Add x86 & cuda schedules for fast_softmax.
Though I'm not sure if this will be the best schedule in these two targets, this should work better than the non-fast one. For better performance, AutoScheduler will do a good job.
cc @merrymercy
@jcf94
jcf94
merged commit eebd5a9
into
apache:mainMay 31, 2021
@jcf94
jcf94
deleted the

fast_softmax_schedule

branch
May 31, 2021 08:22
mehrdadh pushed a commit
to mehrdadh/tvm
that referenced
this pull request
Jun 3, 2021
@jcf94@mehrdadh
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
3e961bb
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to trevor-m/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94Trevor Morris
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
d2d1db8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to neo-ai/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94@trevor-m
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
c0756c8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
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, '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");
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(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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[FastMath] Add cuda & x86 schedules for fast_softmax - #8150
Merged
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
May 31, 2021
Merged
[FastMath] Add cuda & x86 schedules for fast_softmax#8150
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
Conversation
@jcf94
@jcf94jcf94
commented
May 27, 2021•

edited

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This is an additional CR to #8138. Add x86 & cuda schedules for fast_softmax.
Though I'm not sure if this will be the best schedule in these two targets, this should work better than the non-fast one. For better performance, AutoScheduler will do a good job.
cc @merrymercy
@jcf94
jcf94
merged commit eebd5a9
into
apache:mainMay 31, 2021
@jcf94
jcf94
deleted the

fast_softmax_schedule

branch
May 31, 2021 08:22
mehrdadh pushed a commit
to mehrdadh/tvm
that referenced
this pull request
Jun 3, 2021
@jcf94@mehrdadh
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
3e961bb
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to trevor-m/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94Trevor Morris
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
d2d1db8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to neo-ai/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94@trevor-m
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
c0756c8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
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, 'i');
if (__m === '*' || __re.test(location.href)) {
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})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
[FastMath] Add cuda & x86 schedules for fast_softmax - #8150
Merged
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
May 31, 2021
Merged
[FastMath] Add cuda & x86 schedules for fast_softmax#8150
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
Conversation
@jcf94
@jcf94jcf94
commented
May 27, 2021•

edited

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This is an additional CR to #8138. Add x86 & cuda schedules for fast_softmax.
Though I'm not sure if this will be the best schedule in these two targets, this should work better than the non-fast one. For better performance, AutoScheduler will do a good job.
cc @merrymercy
@jcf94
jcf94
merged commit eebd5a9
into
apache:mainMay 31, 2021
@jcf94
jcf94
deleted the

fast_softmax_schedule

branch
May 31, 2021 08:22
mehrdadh pushed a commit
to mehrdadh/tvm
that referenced
this pull request
Jun 3, 2021
@jcf94@mehrdadh
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
3e961bb
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to trevor-m/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94Trevor Morris
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
d2d1db8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to neo-ai/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94@trevor-m
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
c0756c8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
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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");
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})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
[FastMath] Add cuda & x86 schedules for fast_softmax - #8150
Merged
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
May 31, 2021
Merged
[FastMath] Add cuda & x86 schedules for fast_softmax#8150
jcf94 merged 4 commits into
apache:mainfrom 
jcf94:fast_softmax_schedule
Conversation
@jcf94
@jcf94jcf94
commented
May 27, 2021•

edited

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This is an additional CR to #8138. Add x86 & cuda schedules for fast_softmax.
Though I'm not sure if this will be the best schedule in these two targets, this should work better than the non-fast one. For better performance, AutoScheduler will do a good job.
cc @merrymercy
@jcf94
jcf94
merged commit eebd5a9
into
apache:mainMay 31, 2021
@jcf94
jcf94
deleted the

fast_softmax_schedule

branch
May 31, 2021 08:22
mehrdadh pushed a commit
to mehrdadh/tvm
that referenced
this pull request
Jun 3, 2021
@jcf94@mehrdadh
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
3e961bb
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to trevor-m/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94Trevor Morris
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
d2d1db8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to neo-ai/tvm
that referenced
this pull request
Jun 17, 2021
@jcf94@trevor-m
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
c0756c8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
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, 'i');
if (__m === '*' || __re.test(location.href)) {
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})();

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[FastMath] Add cuda & x86 schedules for fast_softmax - #8150
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jcf94 merged 4 commits into
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jcf94:fast_softmax_schedule
May 31, 2021
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[FastMath] Add cuda & x86 schedules for fast_softmax#8150
jcf94 merged 4 commits into
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jcf94:fast_softmax_schedule
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May 27, 2021•

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This is an additional CR to #8138. Add x86 & cuda schedules for fast_softmax.
Though I'm not sure if this will be the best schedule in these two targets, this should work better than the non-fast one. For better performance, AutoScheduler will do a good job.
cc @merrymercy
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apache:mainMay 31, 2021
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May 31, 2021 08:22
mehrdadh pushed a commit
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Jun 3, 2021
@jcf94@mehrdadh
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
3e961bb
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
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Jun 17, 2021
@jcf94Trevor Morris
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
d2d1db8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
trevor-m pushed a commit
to neo-ai/tvm
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Jun 17, 2021
@jcf94@trevor-m
[FastMath] Add cuda & x86 schedules for fast_softmax (apache#8150)
c0756c8
* Add cuda & x86 schedules for fast_softmax
* Bug fix
* Re-trigger CI
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