chipiron.learningprocesses package

Subpackages

• chipiron.learningprocesses.nn_trainer package
  • Submodules
  • chipiron.learningprocesses.nn_trainer.factory module
    • NNTrainerArgs
      • NNTrainerArgs.reuse_existing_trainer
      • NNTrainerArgs.starting_lr
      • NNTrainerArgs.momentum_op
      • NNTrainerArgs.scheduler_step_size
      • NNTrainerArgs.scheduler_gamma
      • NNTrainerArgs.saving_intermediate_copy
      • NNTrainerArgs.batch_size_test
      • NNTrainerArgs.batch_size_train
      • NNTrainerArgs.epochs_number
      • NNTrainerArgs.min_interval_lr_change
      • NNTrainerArgs.min_lr
      • NNTrainerArgs.momentum_op
      • NNTrainerArgs.neural_network_architecture_args
      • NNTrainerArgs.nn_parameters_file_if_reusing_existing_one
      • NNTrainerArgs.reuse_existing_model
      • NNTrainerArgs.reuse_existing_trainer
      • NNTrainerArgs.saving_intermediate_copy
      • NNTrainerArgs.saving_intermediate_copy_interval
      • NNTrainerArgs.saving_interval
      • NNTrainerArgs.scheduler_gamma
      • NNTrainerArgs.scheduler_step_size
      • NNTrainerArgs.specific_saving_folder
      • NNTrainerArgs.starting_lr
    • create_nn_trainer()
    • get_folder_training_copies_path_from()
    • get_optimizer_file_path_from()
    • get_scheduler_file_path_from()
    • safe_nn_architecture_save()
    • safe_nn_param_save()
    • safe_nn_trainer_save()
    • serialize_for_yaml()
  • chipiron.learningprocesses.nn_trainer.nn_trainer module
    • NNPytorchTrainer
      • NNPytorchTrainer.net
      • NNPytorchTrainer.criterion
      • NNPytorchTrainer.optimizer
      • NNPytorchTrainer.scheduler
      • NNPytorchTrainer.train()
      • NNPytorchTrainer.test()
      • NNPytorchTrainer.train_next_boards()
      • NNPytorchTrainer.compute_test_error_on_dataset()
      • NNPytorchTrainer.test()
      • NNPytorchTrainer.train()
      • NNPytorchTrainer.train_next_boards()
    • check_model_device()
    • compute_loss()
    • compute_test_error_on_dataset()
  • Module contents

Module contents