Esempi in Python per LightningTemplateModel.add_model_specific_args

Esempio n. 1

File: multi_node_ddp_demo.py Progetto: zyxees/pytorch-lightning

def run_cli():
    root_dir = os.path.dirname(os.path.realpath(__file__))
    parent_parser = ArgumentParser(add_help=False)

    # each LightningModule defines arguments relevant to it
    parser = LightningTemplateModel.add_model_specific_args(parent_parser, root_dir)
    parser = Trainer.add_argparse_args(parser)
    args = parser.parse_args()

    # ---------------------
    # RUN TRAINING
    # ---------------------
    main(args)

Esempio n. 2

File: gpu_template.py Progetto: zyxees/pytorch-lightning

def run_cli():
    # ------------------------
    # TRAINING ARGUMENTS
    # ------------------------
    # these are project-wide arguments
    root_dir = os.path.dirname(os.path.realpath(__file__))
    parent_parser = ArgumentParser(add_help=False)

    # each LightningModule defines arguments relevant to it
    parser = LightningTemplateModel.add_model_specific_args(
        parent_parser, root_dir)
    parser = Trainer.add_argparse_args(parser)
    parser.set_defaults(gpus=2)
    args = parser.parse_args()

    # ---------------------
    # RUN TRAINING
    # ---------------------
    main(args)

Esempio n. 3

File: cpu_template.py Progetto: ruoyuryc/pytorch-lightning-1

    # ------------------------
    # 2 INIT TRAINER
    # ------------------------
    trainer = pl.Trainer.from_argparse_args(args)

    # ------------------------
    # 3 START TRAINING
    # ------------------------
    trainer.fit(model)


if __name__ == '__main__':
    # ------------------------
    # TRAINING ARGUMENTS
    # ------------------------
    # these are project-wide arguments
    root_dir = os.path.dirname(os.path.realpath(__file__))
    parent_parser = ArgumentParser(add_help=False)

    # each LightningModule defines arguments relevant to it
    parser = LightningTemplateModel.add_model_specific_args(
        parent_parser, root_dir)
    parser = pl.Trainer.add_argparse_args(parser)
    args = parser.parse_args()

    # ---------------------
    # RUN TRAINING
    # ---------------------
    main(args)