skills/pytorch-lightning/scripts/quick_trainer_setup.py

• basic_trainer · function · L24-L36 — def basic_trainer()
• debug_trainer · function · L43-L55 — def debug_trainer()
• production_single_gpu_trainer · function · L62-L114 — def production_single_gpu_trainer( max_epochs=100, log_dir="logs", checkpoint_dir="checkpoints" )
• multi_gpu_ddp_trainer · function · L121-L176 — def multi_gpu_ddp_trainer( max_epochs=100, num_gpus=4, log_dir="logs", checkpoint_dir="checkpoints" )
• large_model_fsdp_trainer · function · L183-L237 — def large_model_fsdp_trainer( max_epochs=100, num_gpus=8, log_dir="logs", checkpoint_dir="checkpoints" )
• deepspeed_trainer · function · L244-L294 — def deepspeed_trainer( max_epochs=100, num_gpus=8, stage=3, log_dir="logs", checkpoint_dir="checkpoints" )
• hyperparameter_tuning_trainer · function · L301-L316 — def hyperparameter_tuning_trainer(max_epochs=50)
• overfit_test_trainer · function · L323-L336 — def overfit_test_trainer(num_batches=10)
• time_limited_trainer · function · L343-L372 — def time_limited_trainer( max_time_hours=23.5, max_epochs=1000, checkpoint_dir="checkpoints" )
• reproducible_trainer · function · L379-L409 — def reproducible_trainer(seed=42, max_epochs=100)