update TensorFlow2x test method

TensorFlow2x/ComputeVision/Classification/configfile

+
+  worker = []
+  port_number =40000
+
+  filePath='./nodefile'
+  with open(filePath, 'r') as f:
+    nodename = f.read().splitlines()
+
+  worker_nodes = nodename
+  num_index=flags_obj.task_index
+
+  for node in worker_nodes:
+    for index in range(4):
+      worker_sockets = ":".join([node, str(port_number + index )])
+      worker.append(worker_sockets)
+  os.environ['TF_CONFIG'] = json.dumps({
+    'cluster': {
+    'worker': worker
+     },
+    'task': {'type': 'worker', 'index': num_index}
+    })
+

TensorFlow2x/ComputeVision/Classification/models-master/.github/ISSUE_TEMPLATE/00-official-bug-report-issue.md

+---
+name: "[Official Model] Bug Report"
+about: Use this template for reporting a bug for the “official” directory
+labels: type:bug,models:official
+
+---
+
+# Prerequisites
+
+Please answer the following questions for yourself before submitting an issue.
+
+- [ ] I am using the latest TensorFlow Model Garden release and TensorFlow 2.
+- [ ] I am reporting the issue to the correct repository. (Model Garden official or research directory)
+- [ ] I checked to make sure that this issue has not been filed already.
+
+## 1. The entire URL of the file you are using
+
+https://github.com/tensorflow/models/tree/master/official/...
+
+## 2. Describe the bug
+
+A clear and concise description of what the bug is.
+
+## 3. Steps to reproduce
+
+Steps to reproduce the behavior.
+
+## 4. Expected behavior
+
+A clear and concise description of what you expected to happen.
+
+## 5. Additional context
+
+Include any logs that would be helpful to diagnose the problem.
+
+## 6. System information
+
+- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
+- Mobile device name if the issue happens on a 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:
+
+<!-- 
+Collect system 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. 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)"`
+-->

TensorFlow2x/ComputeVision/Classification/models-master/.github/ISSUE_TEMPLATE/10-official-documentation-issue.md

+---
+name: "[Official Model] Documentation Issue"
+about: Use this template for reporting a documentation issue for the “official” directory
+labels: type:docs,models:official
+
+---
+
+# Prerequisites
+
+Please answer the following question for yourself before submitting an issue.
+
+- [ ] I checked to make sure that this issue has not been filed already.
+
+## 1. The entire URL of the documentation with the issue
+
+https://github.com/tensorflow/models/tree/master/official/...
+
+## 2. Describe the issue
+
+A clear and concise description of what needs to be changed.

TensorFlow2x/ComputeVision/Classification/models-master/.github/ISSUE_TEMPLATE/20-official-feature-request-issue.md

+---
+name: "[Official Model] Feature request"
+about: Use this template for raising a feature request for the “official” directory
+labels: type:feature,models:official
+
+---
+
+# Prerequisites
+
+Please answer the following question for yourself before submitting an issue.
+
+- [ ] I checked to make sure that this feature has not been requested already.
+
+## 1. The entire URL of the file you are using
+
+https://github.com/tensorflow/models/tree/master/official/...
+
+## 2. Describe the feature you request
+
+A clear and concise description of what you want to happen.
+
+## 3. Additional context
+
+Add any other context about the feature request here.
+
+## 4. Are you willing to contribute it? (Yes or No)

TensorFlow2x/ComputeVision/Classification/models-master/.github/ISSUE_TEMPLATE/30-research-bug-report-issue.md

+---
+name: "[Research Model] Bug Report"
+about: Use this template for reporting a bug for the “research” directory
+labels: type:bug,models:research
+
+---
+# Prerequisites
+
+Please answer the following questions for yourself before submitting an issue.
+
+- [ ] I am using the latest TensorFlow Model Garden release and TensorFlow 2.
+- [ ] I am reporting the issue to the correct repository. (Model Garden official or research directory)
+- [ ] I checked to make sure that this issue has not already been filed.
+
+## 1. The entire URL of the file you are using
+
+https://github.com/tensorflow/models/tree/master/research/...
+
+## 2. Describe the bug
+
+A clear and concise description of what the bug is.
+
+## 3. Steps to reproduce
+
+Steps to reproduce the behavior.
+
+## 4. Expected behavior
+
+A clear and concise description of what you expected to happen.
+
+## 5. Additional context
+
+Include any logs that would be helpful to diagnose the problem.
+
+## 6. System information
+
+- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
+- Mobile device name if the issue happens on a 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:
+
+<!-- 
+Collect system 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. 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)"`
+-->

TensorFlow2x/ComputeVision/Classification/models-master/.github/ISSUE_TEMPLATE/40-research-documentation-issue.md

+---
+name: "[Research Model] Documentation Issue"
+about: Use this template for reporting a documentation issue for the “research” directory
+labels: type:docs,models:research
+
+---
+
+# Prerequisites
+
+Please answer the following question for yourself before submitting an issue.
+
+- [ ] I checked to make sure that this issue has not been filed already.
+
+## 1. The entire URL of the documentation with the issue
+
+https://github.com/tensorflow/models/tree/master/research/...
+
+## 2. Describe the issue
+
+A clear and concise description of what needs to be changed.

TensorFlow2x/ComputeVision/Classification/models-master/.github/ISSUE_TEMPLATE/50-research-feature-request-issue.md

+---
+name: "[Research Model] Feature Request"
+about: Use this template for raising a feature request for the “research” directory
+labels: type:feature,models:research
+
+---
+
+# Prerequisites
+
+Please answer the following question for yourself before submitting an issue.
+
+- [ ] I checked to make sure that this feature has not been requested already.
+
+## 1. The entire URL of the file you are using
+
+https://github.com/tensorflow/models/tree/master/research/...
+
+## 2. Describe the feature you request
+
+A clear and concise description of what you want to happen.
+
+## 3. Additional context
+
+Add any other context about the feature request here.
+
+## 4. Are you willing to contribute it? (Yes or No)

TensorFlow2x/ComputeVision/Classification/models-master/.github/ISSUE_TEMPLATE/60-questions-help-issue.md

+---
+name: Questions and Help
+about: Use this template for Questions and Help.
+labels: type:support
+
+---
+<!--
+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.
+
+We will automatically close questions and help related issues.
+
+Please go to Stack Overflow (http://stackoverflow.com/questions/tagged/tensorflow-model-garden) for questions and help.
+
+-->

TensorFlow2x/ComputeVision/Classification/models-master/.github/ISSUE_TEMPLATE/config.yml

+blank_issues_enabled: false

TensorFlow2x/ComputeVision/Classification/models-master/.github/PULL_REQUEST_TEMPLATE.md

+# Description
+
+> :memo: Please include a summary of the change. 
+>  
+> * Please also include relevant motivation and context.  
+> * List any dependencies that are required for this change.  
+
+## Type of change
+
+For a new feature or function, please create an issue first to discuss it
+with us before submitting a pull request.
+
+Note: Please delete options that are not relevant.
+
+- [ ] Bug fix (non-breaking change which fixes an issue)
+- [ ] Documentation update
+- [ ] TensorFlow 2 migration
+- [ ] New feature (non-breaking change which adds functionality)
+- [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
+- [ ] A new research paper code implementation
+- [ ] Other (Specify)
+
+## Tests
+
+> :memo: Please describe the tests that you ran to verify your changes.
+>  
+> * Provide instructions so we can reproduce.  
+> * Please also list any relevant details for your test configuration.  
+
+**Test Configuration**:
+
+## Checklist
+
+- [ ] I have signed the [Contributor License Agreement](https://github.com/tensorflow/models/wiki/Contributor-License-Agreements).
+- [ ] I have read [guidelines for pull request](https://github.com/tensorflow/models/wiki/Submitting-a-pull-request).
+- [ ] My code follows the [coding guidelines](https://github.com/tensorflow/models/wiki/Coding-guidelines).
+- [ ] I have performed a self [code review](https://github.com/tensorflow/models/wiki/Code-review) of my own code.
+- [ ] I have commented my code, particularly in hard-to-understand areas.
+- [ ] I have made corresponding changes to the documentation.
+- [ ] My changes generate no new warnings.
+- [ ] I have added tests that prove my fix is effective or that my feature works.

TensorFlow2x/ComputeVision/Classification/models-master/.github/README_TEMPLATE.md

+> :memo: A README.md template for releasing a paper code implementation to a GitHub repository.  
+>  
+> * Template version: 1.0.2020.170  
+> * Please modify sections depending on needs.  
+
+# Model name, Paper title, or Project Name
+
+> :memo: Add a badge for the ArXiv identifier of your paper (arXiv:YYMM.NNNNN)
+
+[![Paper](http://img.shields.io/badge/Paper-arXiv.YYMM.NNNNN-B3181B?logo=arXiv)](https://arxiv.org/abs/...)
+
+This repository is the official or unofficial implementation of the following paper.
+
+* Paper title: [Paper Title](https://arxiv.org/abs/YYMM.NNNNN)
+
+## Description
+
+> :memo: Provide description of the model.  
+>  
+> * Provide brief information of the algorithms used.  
+> * Provide links for demos, blog posts, etc.  
+
+## History
+
+> :memo: Provide a changelog.
+
+## Authors or Maintainers
+
+> :memo: Provide maintainer information.  
+
+* Full name ([@GitHub username](https://github.com/username))
+* Full name ([@GitHub username](https://github.com/username))
+
+## Table of Contents
+
+> :memo: Provide a table of contents to help readers navigate a lengthy README document.
+
+## Requirements
+
+[![TensorFlow 2.1](https://img.shields.io/badge/TensorFlow-2.1-FF6F00?logo=tensorflow)](https://github.com/tensorflow/tensorflow/releases/tag/v2.1.0)
+[![Python 3.6](https://img.shields.io/badge/Python-3.6-3776AB)](https://www.python.org/downloads/release/python-360/)
+
+> :memo: Provide details of the software required.  
+>  
+> * Add a `requirements.txt` file to the root directory for installing the necessary dependencies.  
+>   * Describe how to install requirements using pip.  
+> * Alternatively, create INSTALL.md.  
+
+To install requirements:
+
+```setup
+pip install -r requirements.txt
+```
+
+## Results
+
+[![TensorFlow Hub](https://img.shields.io/badge/TF%20Hub-Models-FF6F00?logo=tensorflow)](https://tfhub.dev/...)
+
+> :memo: Provide a table with results. (e.g., accuracy, latency)  
+>  
+> * Provide links to the pre-trained models (checkpoint, SavedModel files).  
+>   * Publish TensorFlow SavedModel files on TensorFlow Hub (tfhub.dev) if possible.  
+> * Add links to [TensorBoard.dev](https://tensorboard.dev/) for visualizing metrics.  
+>  
+> An example table for image classification results  
+>  
+> ### Image Classification  
+>  
+> | Model name | Download | Top 1 Accuracy | Top 5 Accuracy |  
+> |------------|----------|----------------|----------------|  
+> | Model name | [Checkpoint](https://drive.google.com/...), [SavedModel](https://tfhub.dev/...) | xx% | xx% |  
+
+## Dataset
+
+> :memo: Provide information of the dataset used.  
+
+## Training
+
+> :memo: Provide training information.  
+>  
+> * Provide details for preprocessing, hyperparameters, random seeds, and environment.  
+> * Provide a command line example for training.  
+
+Please run this command line for training.
+
+```shell
+python3 ...
+```
+
+## Evaluation
+
+> :memo: Provide an evaluation script with details of how to reproduce results.  
+>  
+> * Describe data preprocessing / postprocessing steps.  
+> * Provide a command line example for evaluation.  
+
+Please run this command line for evaluation.
+
+```shell
+python3 ...
+```
+
+## References
+
+> :memo: Provide links to references.  
+
+## License
+
+[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
+
+> :memo: Place your license text in a file named LICENSE in the root of the repository.  
+>  
+> * Include information about your license.  
+> * Reference: [Adding a license to a repository](https://help.github.com/en/github/building-a-strong-community/adding-a-license-to-a-repository)  
+
+This project is licensed under the terms of the **Apache License 2.0**.
+
+## Citation
+
+> :memo: Make your repository citable.  
+>  
+> * Reference: [Making Your Code Citable](https://guides.github.com/activities/citable-code/)  
+
+If you want to cite this repository in your research paper, please use the following information.

TensorFlow2x/ComputeVision/Classification/models-master/.github/bot_config.yml

+# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ============================================================================
+#
+# THIS IS A GENERATED DOCKERFILE.
+#
+# This file was assembled from multiple pieces, whose use is documented
+# throughout. Please refer to the TensorFlow dockerfiles documentation
+# for more information.
+
+# A list of assignees
+assignees:
+   - saikumarchalla

TensorFlow2x/ComputeVision/Classification/models-master/.github/scripts/pylint.sh

+#!/bin/bash
+# Copyright 2016 The TensorFlow Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+#
+# Pylint wrapper extracted from main TensorFlow, sharing same exceptions.
+# Specify --incremental to only check files touched since last commit on master,
+# otherwise will recursively check current directory (full repo takes long!).
+
+set -euo pipefail
+
+# Download latest configs from main TensorFlow repo.
+wget -q -O /tmp/pylintrc https://raw.githubusercontent.com/tensorflow/tensorflow/master/tensorflow/tools/ci_build/pylintrc
+
+SCRIPT_DIR=/tmp
+
+num_cpus() {
+  # Get the number of CPUs
+  if [[ -f /proc/cpuinfo ]]; then
+    N_CPUS=$(grep -c ^processor /proc/cpuinfo)
+  else
+    # Fallback method
+    N_CPUS=`getconf _NPROCESSORS_ONLN`
+  fi
+  if [[ -z ${N_CPUS} ]]; then
+    die "ERROR: Unable to determine the number of CPUs"
+  fi
+
+  echo ${N_CPUS}
+}
+
+get_changed_files_in_last_non_merge_git_commit() {
+  git diff --name-only $(git merge-base master $(git branch --show-current))
+}
+
+# List Python files changed in the last non-merge git commit that still exist,
+# i.e., not removed.
+# Usage: get_py_files_to_check [--incremental]
+get_py_files_to_check() {
+  if [[ "$1" == "--incremental" ]]; then
+    CHANGED_PY_FILES=$(get_changed_files_in_last_non_merge_git_commit | \
+                       grep '.*\.py$')
+
+    # Do not include files removed in the last non-merge commit.
+    PY_FILES=""
+    for PY_FILE in ${CHANGED_PY_FILES}; do
+      if [[ -f "${PY_FILE}" ]]; then
+        PY_FILES="${PY_FILES} ${PY_FILE}"
+      fi
+    done
+
+    echo "${PY_FILES}"
+  else
+    find . -name '*.py'
+  fi
+}
+
+do_pylint() {
+  if [[ $# == 1 ]] && [[ "$1" == "--incremental" ]]; then
+    PYTHON_SRC_FILES=$(get_py_files_to_check --incremental)
+
+    if [[ -z "${PYTHON_SRC_FILES}" ]]; then
+      echo "do_pylint will NOT run due to --incremental flag and due to the "\
+"absence of Python code changes in the last commit."
+      return 0
+    fi
+  elif [[ $# != 0 ]]; then
+    echo "Invalid syntax for invoking do_pylint"
+    echo "Usage: do_pylint [--incremental]"
+    return 1
+  else
+  PYTHON_SRC_FILES=$(get_py_files_to_check)
+  fi
+
+  # Something happened. TF no longer has Python code if this branch is taken
+  if [[ -z ${PYTHON_SRC_FILES} ]]; then
+    echo "do_pylint found no Python files to check. Returning."
+    return 0
+  fi
+
+  # Now that we know we have to do work, check if `pylint` is installed
+  PYLINT_BIN="python3.8 -m pylint"
+
+  echo ""
+  echo "check whether pylint is available or not."
+  echo ""
+  ${PYLINT_BIN} --version
+  if [[ $? -eq 0 ]]
+  then
+    echo ""
+    echo "pylint available, proceeding with pylint sanity check."
+    echo ""
+  else
+    echo ""
+    echo "pylint not available."
+    echo ""
+    return 1
+  fi
+
+  # Configure pylint using the following file
+  PYLINTRC_FILE="${SCRIPT_DIR}/pylintrc"
+
+  if [[ ! -f "${PYLINTRC_FILE}" ]]; then
+    die "ERROR: Cannot find pylint rc file at ${PYLINTRC_FILE}"
+  fi
+
+  # Run pylint in parallel, after some disk setup
+  NUM_SRC_FILES=$(echo ${PYTHON_SRC_FILES} | wc -w)
+  NUM_CPUS=$(num_cpus)
+
+  echo "Running pylint on ${NUM_SRC_FILES} files with ${NUM_CPUS} "\
+"parallel jobs..."
+  echo ""
+
+  PYLINT_START_TIME=$(date +'%s')
+  OUTPUT_FILE="$(mktemp)_pylint_output.log"
+  ERRORS_FILE="$(mktemp)_pylint_errors.log"
+
+  rm -rf ${OUTPUT_FILE}
+  rm -rf ${ERRORS_FILE}
+
+  set +e
+  # When running, filter to only contain the error code lines. Removes module
+  # header, removes lines of context that show up from some lines.
+  # Also, don't redirect stderr as this would hide pylint fatal errors.
+  ${PYLINT_BIN} --rcfile="${PYLINTRC_FILE}" --output-format=parseable \
+      --jobs=${NUM_CPUS} ${PYTHON_SRC_FILES} | grep '\[[CEFW]' > ${OUTPUT_FILE}
+  PYLINT_END_TIME=$(date +'%s')
+
+  echo ""
+  echo "pylint took $((PYLINT_END_TIME - PYLINT_START_TIME)) s"
+  echo ""
+
+  # Report only what we care about
+  # Ref https://pylint.readthedocs.io/en/latest/technical_reference/features.html
+  # E: all errors
+  # W0311 bad-indentation
+  # W0312 mixed-indentation
+  # C0330 bad-continuation
+  # C0301 line-too-long
+  # C0326 bad-whitespace
+  # W0611 unused-import
+  # W0622 redefined-builtin
+  grep -E '(\[E|\[W0311|\[W0312|\[C0330|\[C0301|\[C0326|\[W0611|\[W0622)' ${OUTPUT_FILE} > ${ERRORS_FILE}
+
+  # Determine counts of errors
+  N_FORBID_ERRORS=$(wc -l ${ERRORS_FILE} | cut -d' ' -f1)
+  set -e
+
+  # Now, print the errors we should fix
+  echo ""
+  if [[ ${N_FORBID_ERRORS} != 0 ]]; then
+    echo "Found ${N_FORBID_ERRORS} pylint errors:"
+    cat ${ERRORS_FILE}
+  fi
+
+  echo ""
+  if [[ ${N_FORBID_ERRORS} != 0 ]]; then
+    echo "FAIL: Found ${N_FORBID_ERRORS} errors"
+    return 1
+  else
+    echo "PASS: Found no errors"
+  fi
+}
+
+do_pylint "$@"
+

TensorFlow2x/ComputeVision/Classification/models-master/.github/stale.yml

+    # Copyright 2019 The TensorFlow Authors. All Rights Reserved.
+    #
+    # Licensed under the Apache License, Version 2.0 (the "License");
+    # you may not use this file except in compliance with the License.
+    # You may obtain a copy of the License at
+    #
+    #     http://www.apache.org/licenses/LICENSE-2.0
+    #
+    # Unless required by applicable law or agreed to in writing, software
+    # distributed under the License is distributed on an "AS IS" BASIS,
+    # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+    # See the License for the specific language governing permissions and
+    # limitations under the License.
+    # ============================================================================
+    #
+    # THIS IS A GENERATED DOCKERFILE.
+    #
+    # This file was assembled from multiple pieces, whose use is documented
+    # throughout. Please refer to the TensorFlow dockerfiles documentation
+    # for more information.
+
+# Number of days of inactivity before an Issue or Pull Request becomes stale
+daysUntilStale: 7
+# Number of days of inactivity before a stale Issue or Pull Request is closed
+daysUntilClose: 7
+# Only issues or pull requests with all of these labels are checked if stale. Defaults to `[]` (disabled)
+onlyLabels:
+ - stat:awaiting response
+# Comment to post when marking as stale. Set to `false` to disable
+markComment: >
+  This issue has been automatically marked as stale because it has not had
+  recent activity. It will be closed if no further activity occurs. Thank you.
+# Comment to post when removing the stale label. Set to `false` to disable
+unmarkComment: false
+closeComment: >
+  Closing as stale. Please reopen if you'd like to work on this further.
+limitPerRun: 30
+# Limit to only `issues` or `pulls`
+only: issues

TensorFlow2x/ComputeVision/Classification/models-master/.github/workflows/ci.yml

+name: CI
+on: pull_request
+
+jobs:
+  pylint:
+    runs-on: ubuntu-latest
+    
+    steps:
+      - name: Set up Python 3.8
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.8
+      
+      - name: Install pylint 2.4.4
+        run: |
+          python -m pip install --upgrade pip
+          pip install pylint==2.4.4
+        
+      - name: Checkout code
+        uses: actions/checkout@v2
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+          fetch-depth: 0
+      
+      - name: Fetch master for diff
+        run: git fetch origin master:master
+       
+      - name: Run pylint script
+        run: bash ./.github/scripts/pylint.sh --incremental

TensorFlow2x/ComputeVision/Classification/models-master/.gitignore

+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+env/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*,cover
+.hypothesis/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# IPython Notebook
+.ipynb_checkpoints
+
+# pyenv
+.python-version
+
+# mypy
+.mypy_cache
+
+# celery beat schedule file
+celerybeat-schedule
+
+# dotenv
+.env
+
+# virtualenv
+venv/
+ENV/
+
+# Spyder project settings
+.spyderproject
+
+# Rope project settings
+.ropeproject
+
+# PyCharm
+.idea/
+
+# For mac
+.DS_Store

TensorFlow2x/ComputeVision/Classification/models-master/AUTHORS

+# This is the official list of authors for copyright purposes.
+# This file is distinct from the CONTRIBUTORS files.
+# See the latter for an explanation.
+
+# Names should be added to this file as:
+# Name or Organization <email address>
+# The email address is not required for organizations.
+
+Google Inc.
+David Dao <daviddao@broad.mit.edu>

TensorFlow2x/ComputeVision/Classification/models-master/CODEOWNERS

+* @tensorflow/tf-model-garden-team
+/official/ @rachellj218 @saberkun @jaeyounkim
+/official/nlp/ @saberkun @lehougoogle @rachellj218 @jaeyounkim
+/official/recommendation/ranking/ @gagika
+/official/vision/ @xianzhidu @yeqingli @arashwan @saberkun @rachellj218 @jaeyounkim
+/official/vision/beta/projects/assemblenet/ @mryoo @yeqingli
+/official/vision/beta/projects/deepmac_maskrcnn/ @vighneshbirodkar
+/official/vision/beta/projects/movinet/ @hyperparticle @yuanliangzhe @yeqingli
+/official/vision/beta/projects/simclr/ @luotigerlsx @chentingpc @saxenasaurabh
+/official/vision/beta/projects/video_ssl/ @richardaecn @yeqingli
+/research/adversarial_text/ @rsepassi @a-dai
+/research/attention_ocr/ @xavigibert
+/research/audioset/ @plakal @dpwe
+/research/autoaugment/ @barretzoph
+/research/cognitive_planning/ @s-gupta
+/research/cvt_text/ @clarkkev @lmthang
+/research/deep_speech/ @yhliang2018
+/research/deeplab/ @aquariusjay @yknzhu
+/research/delf/ @andrefaraujo
+/research/efficient-hrl/ @ofirnachum
+/research/lfads/ @jazcollins @sussillo
+/research/lstm_object_detection/ @yinxiaoli @yongzhe2160
+/research/marco/ @vincentvanhoucke
+/research/object_detection/ @jch1 @tombstone @pkulzc
+/research/pcl_rl/ @ofirnachum
+/research/rebar/ @gjtucker
+/research/seq_flow_lite/ @thunderfyc
+/research/slim/ @sguada @marksandler2
+/research/vid2depth/ @rezama

TensorFlow2x/ComputeVision/Classification/models-master/CONTRIBUTING.md

+# How to contribute
+
+![Contributors](https://img.shields.io/github/contributors/tensorflow/models)
+
+We encourage you to contribute to the TensorFlow Model Garden.
+
+Please read our [guidelines](../../wiki/How-to-contribute) for details.
+
+**NOTE**: Only [code owners](./CODEOWNERS) are allowed to merge a pull request.
+Please contact the code owners of each model to merge your pull request.

TensorFlow2x/ComputeVision/Classification/models-master/ISSUES.md

+# If you open a GitHub issue, here is our policy.
+
+* It must be a **bug**, a **feature request**, or a significant problem
+with **documentation**.
+  * Please send a pull request instead for small documentation fixes.
+* The required form must be filled out.
+* The issue should be related to the repository it is created in.
+
+General help and support should be sought on [Stack Overflow](https://stackoverflow.com/questions/tagged/tensorflow-model-garden) or other non-GitHub channels.
+
+[![](https://img.shields.io/stackexchange/stackoverflow/t/tensorflow-model-garden)](https://stackoverflow.com/questions/tagged/tensorflow-model-garden)
+
+TensorFlow developers respond to issues.
+We want to focus on work that benefits the whole community such as fixing bugs
+and adding new features.
+It helps us to address bugs and feature requests in a timely manner.
+
+--- 
+
+Please understand that research models in the [research directory](https://github.com/tensorflow/models/tree/master/research)
+included in this repository are experimental and research-style code.
+They are not officially supported by the TensorFlow team.
+
+