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William Falcon
2019-06-28 18:35:21 -04:00
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# PYTORCH-LIGHTNING DOCUMENTATION
###### Main Docs
- [LightningModule](LightningModule/LightningModule)
###### Doc Shortcuts
- [LightningModule](LightningModule/RequiredTrainerInterface/)
- [Trainer](Trainer/)
###### New project Quick Start
1. [Define a LightningModule](https://github.com/williamFalcon/pytorch-lightning/blob/master/examples/new_project_templates/lightning_module_template.py)
1. [Define a LightningModule](LightningModule/Examples#template-model-definition)
2. Pick a trainer
- [Basic CPU Trainer](https://github.com/williamFalcon/pytorch-lightning/blob/master/examples/new_project_templates/trainer_cpu_template.py)
- [GPU cluster Trainer](https://github.com/williamFalcon/pytorch-lightning/blob/master/examples/new_project_templates/trainer_gpu_cluster_template.py)
###### Quick start examples
- CPU example
- Single GPU example
- Multi-gpu example
- SLURM cluster grid search example
- [CPU example](https://williamfalcon.github.io/pytorch-lightning/Examples/#CPU-hyperparameter-search)
- [Hyperparameter search on single GPU](https://williamfalcon.github.io/pytorch-lightning/Examples/#Hyperparameter-search-on-a-single-or-multiple-GPUs)
- [Hyperparameter search on multiple GPUs on same node](https://williamfalcon.github.io/pytorch-lightning/Examples/#Hyperparameter-search-on-a-single-or-multiple-GPUs)
- [Hyperparameter search on a SLURM HPC cluster](https://williamfalcon.github.io/pytorch-lightning/Examples/#Hyperparameter search on a SLURM HPC cluster)
###### Checkpointing