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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2019/12/21 05:06:00 UTC

[GitHub] [incubator-tvm] yzhliu opened a new pull request #4558: [NEWS] add v0.6 release

yzhliu opened a new pull request #4558: [NEWS] add v0.6 release
URL: https://github.com/apache/incubator-tvm/pull/4558
 
 
   @tqchen 
   

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[GitHub] [incubator-tvm] tqchen commented on a change in pull request #4558: [NEWS] add v0.6 release

Posted by GitBox <gi...@apache.org>.

tqchen commented on a change in pull request #4558: [NEWS] add v0.6 release
URL: https://github.com/apache/incubator-tvm/pull/4558#discussion_r360744033
 
 

 ##########
 File path: NEWS.md
 ##########
 @@ -26,6 +26,899 @@ Refer to the Roadmap issue for complete list on on-going version features.
 If you check in something that is not reflected in Roadmap issue, please reply
 to that issue so it can get added.
 
+## 0.6
+
+### Relay in Production
+Relay is a functional, differentiable programming language designed to be an expressive intermediate representation for machine learning systems. Relay supports algebraic data types, closures, control flow, and recursion, allowing it to directly represent more complex models than computation graph-based IRs (e.g., NNVM) can. In TVM v0.6, Relay is in stable phase and is ready for production.
+
+* Algebraic Data Types (ADT) support ([#2442](#2442), [#2575](#2575)). ADT provides an expressive, efficient, and safe way to realize recursive computation (e.g., RNN). Refer to https://docs.tvm.ai/langref/relay_adt.html for more information.
 
 Review comment:
   yes

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[GitHub] [incubator-tvm] yzhliu commented on a change in pull request #4558: [NEWS] add v0.6 release

Posted by GitBox <gi...@apache.org>.

yzhliu commented on a change in pull request #4558: [NEWS] add v0.6 release
URL: https://github.com/apache/incubator-tvm/pull/4558#discussion_r360723064

##########
File path: NEWS.md
##########
@@ -26,6 +26,899 @@ Refer to the Roadmap issue for complete list on on-going version features.
If you check in something that is not reflected in Roadmap issue, please reply
to that issue so it can get added.

+## 0.6
+
+### Relay in Production
+Relay is a functional, differentiable programming language designed to be an expressive intermediate representation for machine learning systems. Relay supports algebraic data types, closures, control flow, and recursion, allowing it to directly represent more complex models than computation graph-based IRs (e.g., NNVM) can. In TVM v0.6, Relay is in stable phase and is ready for production.
+
+* Algebraic Data Types (ADT) support ([#2442](https://github.com/apache/incubator-tvm/pull/2442), [#2575](https://github.com/apache/incubator-tvm/pull/2575)). ADT provides an expressive, efficient, and safe way to realize recursive computation (e.g., RNN). Refer to https://docs.tvm.ai/langref/relay_adt.html for more information.

Review comment:
@tqchen updated. please check again.

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[GitHub] [incubator-tvm] tqchen commented on a change in pull request #4558: [NEWS] add v0.6 release

Posted by GitBox <gi...@apache.org>.

tqchen commented on a change in pull request #4558: [NEWS] add v0.6 release
URL: https://github.com/apache/incubator-tvm/pull/4558#discussion_r360725548

+## 0.6
+
+### Relay in Production
+Relay is a functional, differentiable programming language designed to be an expressive intermediate representation for machine learning systems. Relay supports algebraic data types, closures, control flow, and recursion, allowing it to directly represent more complex models than computation graph-based IRs (e.g., NNVM) can. In TVM v0.6, Relay is in stable phase and is ready for production.
+
+* Algebraic Data Types (ADT) support ([#2442](#2442), [#2575](#2575)). ADT provides an expressive, efficient, and safe way to realize recursive computation (e.g., RNN). Refer to https://docs.tvm.ai/langref/relay_adt.html for more information.

Review comment:
remove the bracket [#2442](#2442) because it will only link to a internal location of news which

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[GitHub] [incubator-tvm] tqchen commented on a change in pull request #4558: [NEWS] add v0.6 release

Posted by GitBox <gi...@apache.org>.

tqchen commented on a change in pull request #4558: [NEWS] add v0.6 release
URL: https://github.com/apache/incubator-tvm/pull/4558#discussion_r360631462

Review comment:
can we remove the link to hashtags (e.g.``` #2242``` no url prefix )to simplify the content?

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[GitHub] [incubator-tvm] tqchen commented on a change in pull request #4558: [NEWS] add v0.6 release

Posted by GitBox <gi...@apache.org>.

tqchen commented on a change in pull request #4558: [NEWS] add v0.6 release
URL: https://github.com/apache/incubator-tvm/pull/4558#discussion_r360965535
 
 

 ##########
 File path: NEWS.md
 ##########
 @@ -26,6 +26,899 @@ Refer to the Roadmap issue for complete list on on-going version features.
 If you check in something that is not reflected in Roadmap issue, please reply
 to that issue so it can get added.
 
+## 0.6
+
+### Relay in Production
+Relay is a functional, differentiable programming language designed to be an expressive intermediate representation for machine learning systems. Relay supports algebraic data types, closures, control flow, and recursion, allowing it to directly represent more complex models than computation graph-based IRs (e.g., NNVM) can. In TVM v0.6, Relay is in stable phase and is ready for production.
+
+* Algebraic Data Types (ADT) support ([#2442](#2442), [#2575](#2575)). ADT provides an expressive, efficient, and safe way to realize recursive computation (e.g., RNN). Refer to https://docs.tvm.ai/langref/relay_adt.html for more information.
 
 Review comment:
   ping @yzhliu 

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[GitHub] [incubator-tvm] tqchen merged pull request #4558: [NEWS] add v0.6 release

Posted by GitBox <gi...@apache.org>.

tqchen merged pull request #4558: [NEWS] add v0.6 release
URL: https://github.com/apache/incubator-tvm/pull/4558
 
 
   

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[GitHub] [incubator-tvm] tqchen commented on a change in pull request #4558: [NEWS] add v0.6 release

Posted by GitBox <gi...@apache.org>.

tqchen commented on a change in pull request #4558: [NEWS] add v0.6 release
URL: https://github.com/apache/incubator-tvm/pull/4558#discussion_r360631462

Review comment:
can we remove the link to hashtags (e.g. #2242 )to simplify the content?

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With regards,
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[GitHub] [incubator-tvm] yzhliu commented on a change in pull request #4558: [NEWS] add v0.6 release

Posted by GitBox <gi...@apache.org>.

yzhliu commented on a change in pull request #4558: [NEWS] add v0.6 release
URL: https://github.com/apache/incubator-tvm/pull/4558#discussion_r360725721

+## 0.6
+
+### Relay in Production
+Relay is a functional, differentiable programming language designed to be an expressive intermediate representation for machine learning systems. Relay supports algebraic data types, closures, control flow, and recursion, allowing it to directly represent more complex models than computation graph-based IRs (e.g., NNVM) can. In TVM v0.6, Relay is in stable phase and is ready for production.
+
+* Algebraic Data Types (ADT) support ([#2442](#2442), [#2575](#2575)). ADT provides an expressive, efficient, and safe way to realize recursive computation (e.g., RNN). Refer to https://docs.tvm.ai/langref/relay_adt.html for more information.

Review comment:
you mean sth like `Algebraic Data Types (ADT) support (#2442, #2575)` ?

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