JSON Configurations

Keep in mind, our default build_system() is:

def build_system(self):
        self.setup_networks(self.networks_types, self.networks_kwargs)
        self.setup_model(...)
        self.setup_optimization(...)
        self.setup_datapipes(...)
        self.setup_trainer(...)

Example Config: CARE

framework

Specifies which ML framework to use. Currently only supports "torch"

system_type

Specifies which System to use.

networks_types

lorem: Ipsum

networks_kwargs

lorem: Ipsum

model_type

lorem: Ipsum

model_kwargs

lorem: Ipsum

optimization_type

lorem: Ipsum

optimization_kwargs

lorem: Ipsum

datapipes_types

lorem: Ipsum

datapipes_kwargs

lorem: Ipsum

trainer_type

log_dir: specifies relative directory to save tensorboard files to during training.

trainer_kwargs

log_dir: specifies relative directory to save tensorboard files to during training.