Adds ipynb for BERT classifier fine tuning with IMDB using launch_ben…

…chmark.py (#135)

* Add notebook with BERT classifier fine tuning using IMDB

* Doc updates

* Update volume mounts in the docker command

* Clearing output from the notebook

* Clearing output, adding newline

* Grabbing benchmark_data_types_perf_comparison.ipynb from develop

* Update README to update to the detached container suggested by Ebi

* Add docker logs command and formatting docker run command

* Update gitignore to add .ipynb_checkpoints

* Update based on Kam's review

* Update to add a check if the env vars are set and add the option to set them

.gitignore

@@ -14,3 +14,5 @@ output/
 **/**.whl
 **/**.tar.gz
 tools/docker/models*
+.ipynb_checkpoints
+

docs/notebooks/README.md

@@ -8,3 +8,4 @@ The contributor is responsible for maintaining their notebooks.
 | ------ | ------ | ------ |
 | [perf_analysis](/docs/notebooks/perf_analysis) | Compare performance between stock and Intel Tensorflow for several models  | [louie-tsai](https://github.com/louie-tsai), [ZhuoweiSi](https://github.com/ZhuoweiSi), [yinghu5](https://github.com/yinghu5), [charulatha27](https://github.com/charulatha27)|
 | [ObjectDetection.ipynb](ObjectDetection.ipynb) | Visualize and benchmark the predictions of an object detection model served by TensorFlow Serving  | [mhbuehler](https://github.com/mhbuehler) |
+| [BERT Classifier fine tuning](/docs/notebooks/bert_classifier_fine_tuning/) | Fine tunes BERT base using the IMDB movie review dataset | [dmsuehir](https://github.com/dmsuehir) |