Creating issue templates for models (#8159)

* Create ISSUES.md

* Create 00-official-bug-issue.md

* Create 30-research-bug-issue.md

* Create 10-official-documentation-issue.md

* Update 00-official-bug-issue.md

* Create 20-official-feature-request-issue.md

* Update 00-official-bug-issue.md

* Updated 00-official-bug-issue.md

* Create 00-official-bug-issue.md

* Create 10-official-documentation-issue.md

* Create 20-official-feature-request-issue.md

* Create 30-research-bug-issue.md

* Create 40-research-documentation-issue.md

* Create 50-research-feature-request-issue.md

* Delete 00-official-bug-issue.md

* Create 00-official-bug-report-issue.md

* Update 10-official-documentation-issue.md

* Update 20-official-feature-request-issue.md

* Update and rename 30-research-bug-issue.md to 30-research-bug-report-issue.md

* Update 40-research-documentation-issue.md

* Update 50-research-feature-request-issue.md
Co-authored-by: Jaeyoun Kim <jaeyounkim@users.noreply.github.com>

.github/ISSUE_TEMPLATE/00-official-bug-report-issue.md

+---
+name: Bug Report for Official Models
+about: Use this template for reporting a bug for projects under the “official” folder
+labels: type:bug,models:official
+
+---
+<!--
+Please make sure that this is a bug. 
+
+As per our GitHub Policy (https://github.com/tensorflow/models/blob/master/ISSUES.md), we only address code bugs, documentation issues, and feature requests on GitHub.
+
+Please go to Stack Overflow (http://stackoverflow.com/questions/tagged/tensorflow) for help and support.
+-->
+
+**System information**
+- Have I written custom code (as opposed to using a stock example script provided in TensorFlow):
+- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
+- Mobile device (e.g., Pixel 4, Samsung Galaxy 10) if the issue happens on mobile device:
+- TensorFlow installed from (source or binary):
+- TensorFlow version (use command below):
+- Python version:
+- Bazel version (if compiling from source):
+- GCC/Compiler version (if compiling from source):
+- CUDA/cuDNN version:
+- GPU model and memory:
+
+<!-- 
+You can collect some of this information using our environment capture (https://github.com/tensorflow/tensorflow/tree/master/tools/tf_env_collect.sh)
+You can also obtain the TensorFlow version with: 
+
+1. TensorFlow 1.0
+`python -c "import tensorflow as tf; print(tf.GIT_VERSION, tf.VERSION)"` 
+
+2. TensorFlow 2.0
+`python -c "import tensorflow as tf; print(tf.version.GIT_VERSION, tf.version.VERSION)"`
+-->
+
+**Please provide the entire URL of the model you are using?**
+<!-- (e.g., https://github.com/tensorflow/models/tree/master/official/nlp/bert) -->
+
+**Describe the current behavior**
+
+**Describe the expected behavior**
+
+**Code to reproduce the issue**
+<!-- Provide a reproducible test case that is the bare minimum necessary to generate the problem. -->
+
+**Other info / logs**
+<!-- Include any logs or source code that would be helpful to diagnose the problem. If including tracebacks, please include the full traceback. Large logs and files should be attached. -->

.github/ISSUE_TEMPLATE/10-official-documentation-issue.md

+---
+name: Documentation Issue for Official Models
+about: Use this template for reporting a documentation issue for projects under the “official” folder
+labels: type:docs,models:official
+
+---
+<!--
+Please make sure that this is a documentation issue. 
+
+As per our GitHub Policy (https://github.com/tensorflow/models/blob/master/ISSUES.md), we only address code bugs, documentation issues, and feature requests on GitHub.
+
+Please go to Stack Overflow (http://stackoverflow.com/questions/tagged/tensorflow) for help and support.
+-->
+
+## Documentation URL(s) with the issue:
+<!-- Please provide a link to the documentation entry, for example: https://github.com/tensorflow/models/tree/master/official/README.md -->
+
+## Description of issue (what needs changing):

.github/ISSUE_TEMPLATE/20-official-feature-request-issue.md

+---
+name: Feature request for Official Models
+about: Use this template for raising a feature request for projects under the “official” folder
+labels: type:feature,models:official
+
+---
+<!--
+Please make sure that this is a feature request.
+
+As per our GitHub Policy (https://github.com/tensorflow/models/blob/master/ISSUES.md), we only address code bugs, documentation issues, and feature requests on GitHub.
+
+Please go to Stack Overflow (http://stackoverflow.com/questions/tagged/tensorflow) for help and support.
+-->
+
+**Please provide the entire URL of the model you are using?**
+<!-- (e.g., https://github.com/tensorflow/models/tree/master/official/nlp/bert) -->
+
+**Describe the feature you request and the current behavior/state.**
+
+**Are you willing to contribute it (Yes/No)?**
+
+**Any other info.**

.github/ISSUE_TEMPLATE/30-research-bug-report-issue.md

+---
+name: Bug Report for Research Models
+about: Use this template for reporting a bug for projects under the “research” folder
+labels: type:bug,models:research
+
+---
+<!--
+Please make sure that this is a bug. 
+
+As per our GitHub Policy (https://github.com/tensorflow/models/blob/master/ISSUES.md), we only address code bugs, documentation issues, and feature requests on GitHub.
+
+Please go to Stack Overflow (http://stackoverflow.com/questions/tagged/tensorflow) for help and support.
+
+The research models (https://github.com/tensorflow/models/tree/master/research) are a large collection of models implemented in TensorFlow by researchers. They are not officially supported. It is up to the individual researchers to maintain the models and/or provide support on issues and pull requests.
+-->
+
+**System information**
+- Have I written custom code (as opposed to using a stock example script provided in TensorFlow):
+- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
+- Mobile device (e.g., Pixel 4, Samsung Galaxy 10) if the issue happens on mobile device:
+- TensorFlow installed from (source or binary):
+- TensorFlow version (use command below):
+- Python version:
+- Bazel version (if compiling from source):
+- GCC/Compiler version (if compiling from source):
+- CUDA/cuDNN version:
+- GPU model and memory:
+
+<!-- 
+You can collect some of this information using our environment capture (https://github.com/tensorflow/tensorflow/tree/master/tools/tf_env_collect.sh)
+You can also obtain the TensorFlow version with: 
+
+1. TensorFlow 1.0
+`python -c "import tensorflow as tf; print(tf.GIT_VERSION, tf.VERSION)"` 
+
+2. TensorFlow 2.0
+`python -c "import tensorflow as tf; print(tf.version.GIT_VERSION, tf.version.VERSION)"`
+-->
+
+**Please provide the entire URL of the model you are using?**
+<!-- (e.g., https://github.com/tensorflow/models/tree/master/official/nlp/bert) -->
+
+**Describe the current behavior**
+
+**Describe the expected behavior**
+
+**Code to reproduce the issue**
+<!-- Provide a reproducible test case that is the bare minimum necessary to generate the problem. -->
+
+**Other info / logs**
+<!-- Include any logs or source code that would be helpful to diagnose the problem. If including tracebacks, please include the full traceback. Large logs and files should be attached. -->

.github/ISSUE_TEMPLATE/40-research-documentation-issue.md

+---
+name: Documentation Issue for Research Models
+about: Use this template for reporting a documentation issue for projects under the “research” folder
+labels: type:docs,models:research
+
+---
+<!--
+Please make sure that this is a documentation issue. 
+
+As per our GitHub Policy (https://github.com/tensorflow/models/blob/master/ISSUES.md), we only address code bugs, documentation issues, and feature requests on GitHub.
+
+Please go to Stack Overflow (http://stackoverflow.com/questions/tagged/tensorflow) for help and support.
+
+The research models (https://github.com/tensorflow/models/tree/master/research) are a large collection of models implemented in TensorFlow by researchers. They are not officially supported. It is up to the individual researchers to maintain the models and/or provide support on issues and pull requests.
+-->
+
+## Documentation URL(s) with the issue:
+<!-- Please provide a link to the documentation entry, for example: https://github.com/tensorflow/models/blob/master/research/README.md -->
+
+## Description of issue (what needs changing):

.github/ISSUE_TEMPLATE/50-research-feature-request-issue.md

+---
+name: Feature Request for Research Models
+about: Use this template for raising a feature request for projects under the “research” folder
+labels: type:feature,models:research
+
+---
+<!--
+Please make sure that this is a feature request. 
+
+As per our GitHub Policy (https://github.com/tensorflow/models/blob/master/ISSUES.md), we only address code bugs, documentation issues, and feature requests on GitHub.
+
+Please go to Stack Overflow (http://stackoverflow.com/questions/tagged/tensorflow) for help and support.
+
+The research models (https://github.com/tensorflow/models/tree/master/research) are a large collection of models implemented in TensorFlow by researchers. They are not officially supported. It is up to the individual researchers to maintain the models and/or provide support on issues and pull requests.
+-->
+
+**Please provide the entire URL of the model you are using?**
+<!-- (e.g., https://github.com/tensorflow/models/tree/master/official/nlp/bert) -->
+
+**Describe the feature you request and the current behavior/state.**
+
+**Are you willing to contribute it (Yes/No)?**
+
+**Any other info.**

ISSUES.md

@@ -2,7 +2,7 @@
 
 1. It must be a bug, a feature request, or a significant problem with documentation (for small docs fixes please send a PR instead). 
 
-2. The form below must be filled out.
+2. The required form must be filled out.
 
 3. The issue should be related to the repo it is created in. 
 
@@ -16,6 +16,6 @@ TensorFlow developers respond to issues. We want to focus on work that benefits
 
 We want to focus on the work that benefits the whole community, e.g., fixing bugs and adding features. 
 
-Individual support should be sought on Stack Overflow or other non-GitHub channels. 
+Individual support should be sought on [Stack Overflow](https://stackoverflow.com/questions/tagged/tensorflow-model-garden) or other non-GitHub channels. 
 
-It helps us to address bugs and feature requests in a timely manner.
+It helps us to address bugs and feature requests in a timely manner.
\ No newline at end of file

github/ISSUE_TEMPLATE/00-official-bug-issue.md

+---
+name: Bug Issue
+about: Use this template for reporting a bug for projects under the “official” folder
+labels: models:official, type:bug 
+
+---
+
+<em>Please make sure that this is a bug. As per our [GitHub Policy](https://github.com/jvishnuvardhan/models/blob/master/ISSUES.md), we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:bug_template</em>
+
+**System information**
+- Have I written custom code (as opposed to using a stock example script provided in TensorFlow):
+- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
+- Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue happens on mobile device:
+- TensorFlow installed from (source or binary):
+- TensorFlow version (use command below):
+- Python version:
+- Bazel version (if compiling from source):
+- GCC/Compiler version (if compiling from source):
+- CUDA/cuDNN version:
+- GPU model and memory:
+
+You can collect some of this information using our environment capture
+[script](https://github.com/tensorflow/tensorflow/tree/master/tools/tf_env_collect.sh)
+You can also obtain the TensorFlow version with: 1. TF 1.0: `python -c "import
+tensorflow as tf; print(tf.GIT_VERSION, tf.VERSION)"` 2. TF 2.0: `python -c
+"import tensorflow as tf; print(tf.version.GIT_VERSION, tf.version.VERSION)"`
+
+**Describe the current behavior**
+
+**Describe the expected behavior**
+
+**Code to reproduce the issue**
+Provide a reproducible test case that is the bare minimum necessary to generate the problem.
+
+**Other info / logs**
+Include any logs or source code that would be helpful to diagnose the problem. If including tracebacks, please include the full traceback. Large logs and files should be attached.

github/ISSUE_TEMPLATE/10-official-documentation-issue.md

+---
+name: Documentation Issue
+about: Use this template for reporting documentation issues for projects under under the “official” folder
+labels: 'type:docs'
+
+---
+
+Thank you for submitting a TensorFlow documentation issue. Per our GitHub
+policy, we only address code/doc bugs, performance issues, feature requests, and
+build/installation issues on GitHub.
+
+The TensorFlow docs are open source! To get involved, read the documentation
+contributor guide: https://www.tensorflow.org/community/contribute/docs
+
+## URL(s) with the issue:
+
+Please provide a link to the documentation entry, for example:
+https://www.tensorflow.org/api_docs/python/tf/keras/layers/LSTM
+
+## Description of issue (what needs changing):
+
+### Clear description
+
+For example, why should someone use this method? How is it useful?
+
+### Correct links
+
+Is the link to the source code correct?
+
+### Parameters defined
+
+Are all parameters defined and formatted correctly?
+
+### Returns defined
+
+Are return values defined?
+
+### Raises listed and defined
+
+Are the errors defined? For example,
+https://www.tensorflow.org/versions/r2.0/api_docs/python/tf/feature_column/categorical_column_with_vocabulary_file#raises
+
+### Usage example
+
+Is there a usage example?
+
+See the API guide: https://www.tensorflow.org/community/contribute/docs_ref
+on how to write testable usage examples.
+
+### Request visuals, if applicable
+
+Are there currently visuals? If not, will it clarify the content?
+
+### Submit a pull request?
+
+Are you planning to also submit a pull request to fix the issue? See the docs
+contributor guide: https://www.tensorflow.org/community/contribute/docs,
+docs API guide: https://www.tensorflow.org/community/contribute/docs_ref and the
+docs style guide: https://www.tensorflow.org/community/contribute/docs_style

github/ISSUE_TEMPLATE/20-official-feature-request-issue.md

+---
+name: Feature Request
+about: Use this template for raising a feature request
+labels: 'type:feature'
+
+---
+
+<em>Please make sure that this is a feature request. As per our [GitHub Policy](https://github.com/jvishnuvardhan/models/blob/master/ISSUES.md), we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:feature_template</em>
+
+
+**System information**
+- TensorFlow version (you are using):
+- Are you willing to contribute it (Yes/No):
+
+
+**What is the top-level directory of the model you are using?**
+
+
+**Describe the feature and the current behavior/state.**
+
+
+**Will this change the current api? How?**
+
+
+**Who will benefit with this feature?**
+
+
+**Any Other info.**

github/ISSUE_TEMPLATE/30-research-bug-issue.md

+---
+name: Bug Issue
+about: Use this template for reporting a bug or a performance issue.
+labels: 'type:bug', 'research'
+
+---
+
+<em>Please make sure that this is a bug. As per our [GitHub Policy](https://github.com/jvishnuvardhan/models/blob/master/ISSUES.md), we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:bug_template</em>
+
+**System information**
+- Have I written custom code (as opposed to using a stock example script provided in TensorFlow):
+- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
+- Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue happens on mobile device:
+- TensorFlow installed from (source or binary):
+- TensorFlow version (use command below):
+- Python version:
+- Bazel version (if compiling from source):
+- GCC/Compiler version (if compiling from source):
+- CUDA/cuDNN version:
+- GPU model and memory:
+
+You can collect some of this information using our environment capture
+[script](https://github.com/tensorflow/tensorflow/tree/master/tools/tf_env_collect.sh)
+You can also obtain the TensorFlow version with: 1. TF 1.0: `python -c "import
+tensorflow as tf; print(tf.GIT_VERSION, tf.VERSION)"` 2. TF 2.0: `python -c
+"import tensorflow as tf; print(tf.version.GIT_VERSION, tf.version.VERSION)"`
+
+**Describe the current behavior**
+
+**Describe the expected behavior**
+
+**Code to reproduce the issue**
+Provide a reproducible test case that is the bare minimum necessary to generate the problem.
+
+**Other info / logs**
+Include any logs or source code that would be helpful to diagnose the problem. If including tracebacks, please include the full traceback. Large logs and files should be attached.