{"repo":"deeperlearner/pytorch-template","free":true,"listed":false,"github":"https://github.com/deeperlearner/pytorch-template","clone":"git clone https://github.com/deeperlearner/pytorch-template.git","description":"A pytorch template files generator.","language":"Python","stars":34,"topics":["pytorch","template"],"license":null,"category":"machine-learning","readme_excerpt":"PyTorch Template for all kinds of ML Projects A pytorch template files generator, which supports multiple instances of dataset, dataloader, model, loss, optimizer and lr scheduler. PyTorch Template Project Requirements Features Folder Structure Usage Config file format Using config files Resuming from checkpoints Using Multiple GPU Customization Custom CLI options Dataset Data Loader Trainer Model Loss Metrics Additional logging Validation data Checkpoints Tensorboard Visualization Contribution TODOs License Acknowledgements Requirements Bash (Linux) Python = 3.6 requirements.txt Apex Features Clear folder structure which is suitable for many deep learning projects. .json config file support for convenient parameter tuning. Support multi-dataset, multi-dataloader, multi-model, multi-optimizer, multi-loss, multi-optimizer and multi-lr\\ scheduler. And all of above can be constructed in .json config! By adding symbolic to /usr/local/bin, you can execute torch new project under all paths. Customizable command line options for more convenient parameter tuning. Checkpoint saving and resuming. Abstract base classes for faster development: BaseTrainer handles checkpoint saving/resuming, training process logging, and initialize all kinds of objects. BaseDataLoader handles batch generation, data shuffling, and validation data splitting. BaseModel : currently not implemented. Additional features compared with pytorch-template: Enable multiple instances in datasets, data loaders, models,","default_branch":null,"files":null,"tree":[],"storefront":"/r/deeperlearner","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/deeperlearner/pytorch-template/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}