[Numpy] Fix AWS Batch + Add Docker Support (dmlc#1302)

* Update submit-job.py Add LICESE + Examples for batch Update docker image update Update README.md Update README.md Update ubuntu18.04-devel.Dockerfile Update ubuntu18.04-devel.Dockerfile Update ubuntu18.04-devel.Dockerfile update Update ubuntu18.04-devel-gpu.Dockerfile fix Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update submit-job.py Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile update Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile update update Update submit-job.py Update submit-job.py Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile try to fix fix batch Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update submit-job.py Update ubuntu18.04-devel-gpu.Dockerfile simplify bert test add files Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile Update ubuntu18.04-devel-gpu.Dockerfile fix Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * try to add back mxnet support * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * update * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * Update ubuntu18.04-devel-gpu.Dockerfile * fix issues * update
liuzh47 · Aug 20, 2020 · d8b68c6 · d8b68c6
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diff --git a/CODEOWNERS b/CODEOWNERS
@@ -0,0 +1,12 @@
+# Watchers and contributors to DMLC GluonNLP repo directories/packages/files
+# Please see documentation of use of CODEOWNERS file at
+# https://help.github.com/articles/about-codeowners/ and
+# https://github.com/blog/2392-introducing-code-owners
+#
+# Anybody can add themselves or a team as additional watcher or contributor
+# to get notified about changes in a specific package.
+# See https://help.github.com/articles/about-teams how to setup teams.
+
+
+# Global owners
+*			@dmlc/gluon-nlp-committers @dmlc/gluon-nlp-reviewers
diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
@@ -0,0 +1,77 @@
+# Contributor Covenant Code of Conduct
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diff --git a/README.md b/README.md
@@ -72,3 +72,14 @@ python3 -m gluonnlp.cli.preprocess help
 
 # Run Unittests
 You may go to [tests](tests) to see all how to run the unittests.
+
+
+# Use Docker
+You can use Docker to launch a JupyterLab development environment with GluonNLP installed.
+
+```
+docker pull gluonai/gluon-nlp:v1.0.0
+docker run --gpus all --rm -it -p 8888:8888 -p 8787:8787 -p 8786:8786 gluonai/gluon-nlp:v1.0.0
+``` 
+
+For more details, you can refer to the guidance in [tools/docker].
diff --git a/src/gluonnlp/__init__.py b/src/gluonnlp/__init__.py
@@ -1,4 +1,4 @@
-__version__ = '1.0.0.dev0'
+__version__ = '1.0.0'
 from . import base
 from . import data
 from . import models

diff --git a/tests/test_models_bert.py b/tests/test_models_bert.py
@@ -16,7 +16,7 @@ def test_bert_small_cfg(compute_layout):
     cfg = BertModel.get_cfg()
     cfg.defrost()
     cfg.MODEL.vocab_size = 100
-    cfg.MODEL.units = 12 * 8
+    cfg.MODEL.units = 12 * 4
     cfg.MODEL.hidden_size = 64
     cfg.MODEL.num_layers = 2
     cfg.MODEL.num_heads = 2
@@ -31,7 +31,7 @@ def test_bert_small_cfg(compute_layout):
 
     # Sample data
     batch_size = 4
-    sequence_length = 16
+    sequence_length = 8
     num_mask = 3
     inputs = mx.np.random.randint(0, 10, (batch_size, sequence_length))
     token_types = mx.np.random.randint(0, 2, (batch_size, sequence_length))

diff --git a/tools/batch/README.md b/tools/batch/README.md
@@ -0,0 +1,13 @@
+# Launch AWS Jobs
+For contributors of GluonNLP, you can try to launch jobs via AWS Batch. 
+Once you've correctly configured the AWS CLI, you may use the following command:
+
+```
+python3 submit-job.py \
+--region us-east-1 \
+--job-type p3.2x \
+--work-dir tools/batch \
+--remote https://github.com/dmlc/gluon-nlp \
+--command "python3 hello_world.py" \
+--wait
+```
diff --git a/tools/batch/docker/Dockerfile b/tools/batch/docker/Dockerfile
@@ -1,27 +1,27 @@
 FROM nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04
 
- RUN apt-get update && apt-get install -y --no-install-recommends \
-          build-essential \
-          locales \
-          cmake \
-          wget \
-          subversion \
-          git \
-          curl \
-          vim \
-          unzip \
-          sudo \
-          ca-certificates \
-          libjpeg-dev \
-          libpng-dev \
-          libfreetype6-dev \
-          python3-dev \
-          python3-pip \
-          python3-setuptools \
-          libxft-dev &&\
-      rm -rf /var/lib/apt/lists/*
+RUN apt-get update && apt-get install -y --no-install-recommends \
+      build-essential \
+      locales \
+      cmake \
+      wget \
+      subversion \
+      git \
+      curl \
+      vim \
+      unzip \
+      sudo \
+      ca-certificates \
+      libjpeg-dev \
+      libpng-dev \
+      libfreetype6-dev \
+      python3-dev \
+      python3-pip \
+      python3-setuptools \
+      libxft-dev &&\
+  rm -rf /var/lib/apt/lists/*
 
- RUN pip3 install --upgrade pip && pip3 install awscli && pip3 install --pre 'mxnet-cu102' -f https://dist.mxnet.io/python
- RUN git clone https://github.com/dmlc/gluon-nlp
- WORKDIR gluon-nlp
- ADD gluon_nlp_job.sh .
+RUN pip3 install --upgrade pip && pip3 install awscli && pip3 install --pre 'mxnet-cu102' -f https://dist.mxnet.io/python
+RUN git clone https://github.com/dmlc/gluon-nlp
+WORKDIR gluon-nlp
+ADD gluon_nlp_job.sh .