├── .gitignore ├── Ddip ├── __init__.py ├── ddp.py ├── fastai_v1.py ├── fastai_v2.py └── magics.py ├── Issues.md ├── LICENSE ├── README.md ├── docs ├── Lightning Talk v2.pdf ├── blog draft on mpify.md └── speedups_dl1.md ├── notebooks ├── Ddip_usage_fastai.ipynb ├── lesson3-camvid.ipynb ├── lesson3-imdb.ipynb ├── lesson3-planet.ipynb ├── lesson4-collab.ipynb ├── lesson4-tabular.ipynb ├── lesson5-sgd-mnist.ipynb ├── lesson6-pets-more.ipynb ├── lesson6-rossmann.ipynb ├── lesson7-human-numbers.ipynb ├── lesson7-superres-imagenet.ipynb ├── usage_%%dip_%autodip.ipynb ├── usage_%dipush_%dipull.ipynb ├── usage_%makedip.ipynb └── v2_multiprocess_ddp_05_pet_breeds.ipynb ├── requirements.txt └── setup.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | *-checkpoint.ipynb 3 | -------------------------------------------------------------------------------- /Ddip/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/Ddip/__init__.py -------------------------------------------------------------------------------- /Ddip/ddp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/Ddip/ddp.py -------------------------------------------------------------------------------- /Ddip/fastai_v1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/Ddip/fastai_v1.py -------------------------------------------------------------------------------- /Ddip/fastai_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/Ddip/fastai_v2.py -------------------------------------------------------------------------------- /Ddip/magics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/Ddip/magics.py -------------------------------------------------------------------------------- /Issues.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/Issues.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/README.md -------------------------------------------------------------------------------- /docs/Lightning Talk v2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/docs/Lightning Talk v2.pdf -------------------------------------------------------------------------------- /docs/blog draft on mpify.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/docs/blog draft on mpify.md -------------------------------------------------------------------------------- /docs/speedups_dl1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/docs/speedups_dl1.md -------------------------------------------------------------------------------- /notebooks/Ddip_usage_fastai.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/Ddip_usage_fastai.ipynb -------------------------------------------------------------------------------- /notebooks/lesson3-camvid.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/lesson3-camvid.ipynb -------------------------------------------------------------------------------- /notebooks/lesson3-imdb.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/lesson3-imdb.ipynb -------------------------------------------------------------------------------- /notebooks/lesson3-planet.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/lesson3-planet.ipynb -------------------------------------------------------------------------------- /notebooks/lesson4-collab.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/lesson4-collab.ipynb -------------------------------------------------------------------------------- /notebooks/lesson4-tabular.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/lesson4-tabular.ipynb -------------------------------------------------------------------------------- /notebooks/lesson5-sgd-mnist.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/lesson5-sgd-mnist.ipynb -------------------------------------------------------------------------------- /notebooks/lesson6-pets-more.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/lesson6-pets-more.ipynb -------------------------------------------------------------------------------- /notebooks/lesson6-rossmann.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/lesson6-rossmann.ipynb -------------------------------------------------------------------------------- /notebooks/lesson7-human-numbers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/lesson7-human-numbers.ipynb -------------------------------------------------------------------------------- /notebooks/lesson7-superres-imagenet.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/lesson7-superres-imagenet.ipynb -------------------------------------------------------------------------------- /notebooks/usage_%%dip_%autodip.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/usage_%%dip_%autodip.ipynb -------------------------------------------------------------------------------- /notebooks/usage_%dipush_%dipull.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/usage_%dipush_%dipull.ipynb -------------------------------------------------------------------------------- /notebooks/usage_%makedip.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/usage_%makedip.ipynb -------------------------------------------------------------------------------- /notebooks/v2_multiprocess_ddp_05_pet_breeds.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/notebooks/v2_multiprocess_ddp_05_pet_breeds.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | IPython 2 | torch 3 | fastai 4 | -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/philtrade/Ddip/HEAD/setup.py --------------------------------------------------------------------------------